tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=136 objective=regression feature_names=wdir_lag_1 wdir_lag_3 wdir_lag_6 wdir_lag_12 wspd_lag_1 wspd_lag_3 wspd_lag_6 wspd_lag_12 gst_lag_1 gst_lag_3 gst_lag_6 gst_lag_12 wvht_lag_1 wvht_lag_3 wvht_lag_6 wvht_lag_12 dpd_lag_1 dpd_lag_3 dpd_lag_6 dpd_lag_12 apd_lag_1 apd_lag_3 apd_lag_6 apd_lag_12 mwd_lag_1 mwd_lag_3 mwd_lag_6 mwd_lag_12 pres_lag_1 pres_lag_3 pres_lag_6 pres_lag_12 atmp_lag_1 atmp_lag_3 atmp_lag_6 atmp_lag_12 wtmp_lag_1 wtmp_lag_3 wtmp_lag_6 wtmp_lag_12 dewp_lag_1 dewp_lag_3 dewp_lag_6 dewp_lag_12 vis_lag_1 vis_lag_3 vis_lag_6 vis_lag_12 tide_lag_1 tide_lag_3 tide_lag_6 tide_lag_12 ground_energy_lag_1 ground_energy_lag_3 ground_energy_lag_6 ground_energy_lag_12 ground_dir_lag_1 ground_dir_lag_3 ground_dir_lag_6 ground_dir_lag_12 ground_quality_lag_1 ground_quality_lag_3 ground_quality_lag_6 ground_quality_lag_12 mid_energy_lag_1 mid_energy_lag_3 mid_energy_lag_6 mid_energy_lag_12 mid_dir_lag_1 mid_dir_lag_3 mid_dir_lag_6 mid_dir_lag_12 mid_quality_lag_1 mid_quality_lag_3 mid_quality_lag_6 mid_quality_lag_12 wind_energy_lag_1 wind_energy_lag_3 wind_energy_lag_6 wind_energy_lag_12 wind_dir_lag_1 wind_dir_lag_3 wind_dir_lag_6 wind_dir_lag_12 wind_quality_lag_1 wind_quality_lag_3 wind_quality_lag_6 wind_quality_lag_12 ground_dir_sin_lag_1 ground_dir_sin_lag_3 ground_dir_sin_lag_6 ground_dir_sin_lag_12 ground_dir_cos_lag_1 ground_dir_cos_lag_3 ground_dir_cos_lag_6 ground_dir_cos_lag_12 mid_dir_sin_lag_1 mid_dir_sin_lag_3 mid_dir_sin_lag_6 mid_dir_sin_lag_12 mid_dir_cos_lag_1 mid_dir_cos_lag_3 mid_dir_cos_lag_6 mid_dir_cos_lag_12 wind_dir_sin_lag_1 wind_dir_sin_lag_3 wind_dir_sin_lag_6 wind_dir_sin_lag_12 wind_dir_cos_lag_1 wind_dir_cos_lag_3 wind_dir_cos_lag_6 wind_dir_cos_lag_12 mwd_sin_lag_1 mwd_sin_lag_3 mwd_sin_lag_6 mwd_sin_lag_12 mwd_cos_lag_1 mwd_cos_lag_3 mwd_cos_lag_6 mwd_cos_lag_12 wdir_sin_lag_1 wdir_sin_lag_3 wdir_sin_lag_6 wdir_sin_lag_12 wdir_cos_lag_1 wdir_cos_lag_3 wdir_cos_lag_6 wdir_cos_lag_12 wd_lag_1 wd_lag_3 wd_lag_6 wd_lag_12 bar_lag_1 bar_lag_3 bar_lag_6 bar_lag_12 station_id feature_infos=[0:360] [0:360] [0:360] [0:360] [0:23] [0:22.399999618530273] [0:21.600000381469727] [0:21.899999618530273] [0:29.299999237060547] [0:30.799999237060547] [0:28] [0:26.700000762939453] [0:10.899999618530273] [0:9.5900001525878906] [0:10.609999656677246] [0:10.899999618530273] [0:23.530000686645508] [0:25] [0:23.530000686645508] [0:23.530000686645508] [0:19.340000152587891] [0:18.389999389648438] [0:18.370000839233398] [0:18.340000152587891] [0:472] [0:455] [0:468] [0:472] [0:1038.5999755859375] [0:1039.9000244140625] [0:1039.4000244140625] [0:1038.5] [0:27.799999237060547] [-0.30000001192092896:27.799999237060547] [0:27.799999237060547] [0:25] [0:24.5] [0:24.700000762939453] [0:25] [0:25] [-7.4000000953674316:22.700000762939453] [-9.6000003814697266:23.299999237060547] [-9.6000003814697266:23.200000762939453] [-7.9000000953674316:22.899999618530273] none none none none none none none none [0:981.15997314453125] [0:934.55999755859375] [0:1203.780029296875] [0:735.69000244140625] [0:359.96115112304688] [0:359.78131103515625] [0:359.962646484375] [0:359.9815673828125] [0:0.97054922580718994] [0:0.96870046854019165] [0:0.97054922580718994] [0:0.96610343456268311] [0:271.04000854492188] [0:305.97000122070312] [0:346.17999267578125] [0:346.17999267578125] [0:359.90142822265625] [0:359.99029541015625] [0:359.90997314453125] [0:359.99029541015625] [0:0.97000002861022949] [0:0.96732741594314575] [0:0.97000002861022949] [0:0.9684564471244812] [0:110.05999755859375] [0:115.08999633789062] [0:118.75] [0:116.66000366210938] [0:359.93356323242188] [0:359.9677734375] [0:359.99649047851562] [0:359.98101806640625] [0:185.10891723632812] [0:0.95513111352920532] [0:740.2547607421875] [0:0.95122450590133667] [-1:0.99999994039535522] [-1:0.99999994039535522] [-1:0.99999994039535522] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:0.99994510412216187] [-1:0.99999934434890747] [-1:0.99999934434890747] [-1:0.99996799230575562] [-1:1] [-1:1] [-1:1] [-1:1] [-1:0.99999880790710449] [-1:0.99999016523361206] [-1:0.99999558925628662] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [0:360] [0:360] [0:360] [0:360] [0:1033.4000244140625] [0:1032.4000244140625] [0:1032.9000244140625] [0:1032.199951171875] -1:0:5:6:7:9:11:8:10:4:3:2:1:12 tree_sizes=2954 3122 3109 3116 3138 3141 3120 3137 3132 3135 3135 3126 3130 3125 3134 3144 3129 3143 3128 3124 3128 3152 3132 3143 3153 3133 3134 3156 3121 3138 3138 3162 3142 3138 3149 3113 3153 3173 3155 3155 3159 3151 3160 3108 3141 3129 3153 3163 3144 3154 3134 3126 3147 3135 3149 3144 3151 3176 3144 3152 3163 3162 3149 3179 3134 3169 3176 3167 3166 3155 3161 3150 3159 3151 3185 3161 3212 3165 3176 3141 3152 3157 3166 3166 3162 3170 3191 3169 3192 3158 3179 3140 3141 3167 3217 3206 3195 3145 3184 3184 3214 3180 3190 3206 3199 3161 3171 3176 3201 3121 3189 3186 3165 3121 3176 3211 3095 3172 3209 3166 3145 3147 3190 3165 3149 3143 3156 3148 3151 3189 3183 3148 3136 3200 3105 3185 3164 3160 3164 3215 3142 3126 3070 3059 3117 3193 3160 3122 3119 3137 3178 3145 3173 3146 3201 3121 3089 3152 3112 3120 3166 3139 3126 3127 3156 3095 3177 3161 3036 3141 3212 3152 3074 3103 3084 3176 3192 3142 3181 3155 3075 3007 3139 3081 3124 3156 3120 3030 3169 3099 3092 3153 3105 3125 3091 3187 3101 3065 3203 3083 3048 3117 3122 3069 3188 3169 3035 3099 3132 3095 3019 3154 3166 3169 2986 3071 3136 3049 3138 3121 3192 3007 3124 3001 3137 2991 3130 3157 3155 3098 3059 3084 3068 3078 3183 3063 2977 3147 3176 3129 3039 3067 3142 3148 3034 3056 2960 3066 3144 3153 3118 3101 3074 3089 2974 3154 3118 3077 3165 3066 3150 3070 3176 3174 3126 2975 3134 3127 3046 3118 3119 3127 3112 3138 3027 3058 2960 3124 3151 3076 2997 3094 3091 3113 3030 3030 3131 3031 3097 3110 2986 3006 3101 3128 3160 3012 3092 3061 3160 3034 3034 3109 3149 3118 3078 3077 3007 3100 2985 2926 3055 3106 3094 3078 3026 3119 3115 3190 3012 3059 3174 3115 3094 2985 3055 3036 3010 3051 3129 2998 2937 2958 3014 3112 2943 3059 2938 3003 3049 3020 3130 3112 3102 3059 3021 3016 3147 3032 3059 3136 2970 3083 3128 3102 3077 3004 3047 2964 2967 3024 2933 2965 2995 3012 3015 3004 3055 3126 2996 3083 3085 3083 3085 3138 3124 3139 3009 2893 3094 2993 2961 3019 3102 3147 2928 3090 3114 2946 3117 2957 2982 3081 3059 2888 2966 3193 3103 3120 2953 3047 2998 3097 3045 2990 3065 2986 2967 2995 2993 2996 3094 3099 2958 2999 3033 3068 3050 3034 3025 3095 3036 3113 3023 2982 3135 2942 3114 2932 2889 3056 2981 3102 2981 3071 2990 3039 3092 3024 3017 3030 3109 3081 3036 3028 3123 3094 3102 3012 3093 3051 2980 3067 3100 2947 2916 2886 3076 3026 3139 2927 2991 2952 2893 2950 2974 3001 3014 2988 3079 3031 2999 2946 2975 2874 3121 3008 3000 3038 2982 3101 3053 3083 3016 3060 3139 3058 3072 3077 2900 3040 2991 2987 2968 2911 3138 3040 3119 3114 3044 2950 2926 2996 3098 3122 2931 2946 2920 2980 2905 2997 3122 2965 3088 3053 3057 2891 3026 2870 3067 2898 3027 3024 3009 2987 3039 2982 2990 3120 2934 3056 3071 2990 3032 3082 3089 3107 3092 3094 3065 3092 3085 3033 3081 3084 3098 2977 2954 3036 2956 2975 2954 2907 2943 2934 3073 2986 3075 3016 3018 2987 3100 3023 2904 2993 3008 3049 2881 2900 2950 3049 2956 3015 2906 2996 2959 2952 3032 3058 2928 2959 2924 3053 3088 3054 3032 2995 2969 3029 3030 3013 3104 3031 3043 3036 3013 3017 2995 3008 2952 3023 3105 3073 3006 3006 3071 3128 3070 3014 3076 3011 2975 3049 2857 3058 2998 3005 3056 3042 3118 2991 3013 3117 3022 3032 3052 3033 3028 3104 2977 3005 2944 2917 2909 2991 2911 2944 2920 3060 3019 3002 3127 3105 3075 3004 3091 3053 3085 3012 3090 3017 3071 3068 2976 3024 3026 3031 3030 3022 2919 2972 2884 3030 3076 3023 2881 3033 3045 3066 2984 2971 3110 2911 3079 2910 2970 2923 2900 3130 2927 3082 3022 2938 2990 3042 3063 3092 2926 3016 3055 3048 2976 3040 2979 3034 3021 2934 2955 3006 3081 3008 3052 2946 2898 2988 2898 2967 3052 2948 3024 3054 3019 2999 3020 2898 3051 3004 2967 2886 3022 2952 2963 3035 2943 3043 2969 3015 3008 2994 2909 3027 3039 2858 2918 3057 3059 2955 2986 2954 2908 2964 2987 2982 2991 3044 2991 2966 2946 3009 2967 3013 2897 2963 3029 2844 3009 3069 2895 2929 2998 2905 3068 2972 2974 3032 2951 3031 2953 2953 3019 2896 3047 2972 2983 2932 2937 2981 2963 3002 3018 3020 3095 2975 3115 3009 3094 3012 3040 3059 3010 2954 3022 3055 3068 3012 3015 2928 3093 2971 2965 2963 3079 3005 2997 2982 3092 3020 3040 2985 2977 2997 2967 2963 3003 2939 2935 2985 3053 2983 2999 2901 2896 2980 2975 2927 2949 2983 3081 2897 2996 2945 3057 3006 3089 3036 3033 2976 2995 2989 2955 2984 2966 3111 3076 3006 2996 3033 3001 2967 3028 3011 2909 2896 2947 2955 2943 3031 2996 3043 2972 3040 2967 2978 2960 2960 3013 2984 2950 2964 2959 2975 2979 2967 2953 2986 2922 2920 3049 3036 2921 2964 3073 3036 2882 3004 2936 3127 2952 3012 2909 3094 2955 3094 2931 2984 2924 2936 3023 2972 2955 3067 2889 3090 3069 3099 3080 3021 3026 3040 3019 2914 3094 2940 3012 2947 3016 2969 2935 2902 2964 3028 2948 2996 2965 2962 2994 2999 3037 3041 3000 3033 2997 2998 3053 3120 3120 2997 2996 3016 3056 3019 2908 2960 2929 3047 2987 2937 2943 3016 2940 3003 2999 2909 2895 3003 2868 2899 3009 2910 2976 3046 2895 3013 2905 2964 2966 3020 3059 2981 2976 2978 2960 2947 3043 2987 3039 3124 3011 2959 3011 3024 2948 2964 2983 3065 2961 3029 2980 3126 2986 2891 3007 2986 2975 3031 2994 3067 3054 2930 2945 2947 2960 3047 2955 3049 3061 2943 2963 2971 3042 2967 2865 2953 2905 2980 2941 3044 3046 3015 2982 2995 3099 3042 3128 2965 3066 2998 3019 2988 2950 2989 2965 2932 3005 2953 2968 2941 3022 2983 2900 2890 2959 3059 3006 2930 3052 3026 3008 3028 3085 3001 2916 2914 2915 2936 3062 3061 2953 2980 2980 2911 2980 2953 3026 2895 2962 2968 3063 3098 3036 2988 3065 2904 2982 2914 3028 2943 2954 2919 2917 2938 3057 3028 3024 2961 3018 3098 3070 3051 3017 2875 3009 2985 2993 2993 2986 3024 3042 3027 2953 3019 2993 2943 2984 2990 3045 2924 2938 2939 2906 2977 2983 2946 2976 2931 3147 2976 3032 2956 2979 2949 3053 3029 3010 3031 2985 3044 3076 3015 2955 3123 2989 2991 2987 3012 2976 2888 2972 2906 2900 3046 2986 3003 2984 2972 3053 2959 3034 3016 3035 2916 3035 3019 2938 3035 2888 3008 3040 2992 2919 2998 2923 2895 3018 2965 2978 2956 2991 3055 3074 3089 2973 3012 2930 3050 2908 2940 2977 3083 3013 3011 3009 2975 2929 2972 2993 3072 2981 3007 2890 3042 2982 2914 2905 2916 3025 3093 2942 3090 2888 2953 3031 2937 3130 2973 2976 2904 2966 2983 2915 2965 2968 2970 3061 3012 3077 3010 2999 3004 Tree=0 num_leaves=31 num_cat=4 split_feature=12 12 12 12 12 12 12 12 12 12 12 12 12 136 12 12 12 125 125 125 12 109 109 108 136 136 136 4 125 4 split_gain=548007 102533 94256.4 18368.2 16107.7 13511 11961.1 3783.27 2680.57 2099.82 2079.07 1899.92 1820.14 1768.74 1291.39 930.295 871.828 821.214 732.015 717.796 699.918 629.555 590.479 562.618 527.585 517.397 482.01 467.312 561.478 452.048 threshold=2.1250000000000004 3.2350000143051152 1.3849999904632571 4.1849999427795419 2.6149998903274541 1.0249999761581423 1.7150000333786013 5.305000066757203 3.6750000715255742 2.3649998903274541 2.935000061988831 0.81499999761581432 1.9149999618530276 0 1.5349999666213991 1.2050000429153445 4.6349999904632577 -0.60873827338218678 -0.36648726463317866 -0.3172925859689712 6.0650000572204599 0.016282914206385616 -0.055544516071677201 -0.14352425932884214 1 2 3 5.1499998569488534 -0.38266885280609125 5.2500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 1 1 2 2 2 left_child=2 4 5 8 9 11 14 16 17 23 21 -1 29 -7 24 -15 -5 -3 -10 -12 -9 -6 -11 -2 -4 -13 -16 -14 -29 -8 right_child=1 3 6 7 10 13 12 20 18 22 19 25 27 15 26 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=1.8898956611366899 1.9751281978499922 2.0211690326858087 1.9179829034990001 2.0433078640291269 1.9953365461502286 1.9073337415861147 1.9392851769117707 2.0813777844876746 2.0378407805432031 1.9853009089095888 2.0062575429974849 1.8970386521473133 1.9476312836680334 1.9124283998182829 1.9252760419521044 1.9201917791485699 2.0609689304885355 2.0060904211684965 2.0220481652917353 1.9923288552894587 2.1166467497913946 1.9814167950020787 1.970224316634388 1.960048758917444 1.9276086096856666 1.904030744279364 1.9349888115422229 1.9677688351624538 1.9524646809791426 1.9454702356143361 leaf_weight=79948 6598 11246 17394 17374 9072 73306 60922 4324 10038 7054 11535 64621 49767 69081 14702 87423 11689 45819 27275 46684 2085 77642 81862 98968 80922 47341 98847 6748 53575 57353 leaf_count=79948 6598 11246 17394 17374 9072 73306 60922 4324 10038 7054 11535 64621 49767 69081 14702 87423 11689 45819 27275 46684 2085 77642 81862 98968 80922 47341 98847 6748 53575 57353 internal_value=1.94614 1.98962 1.92247 2.0274 1.97516 1.90558 1.93865 2.05808 2.01588 1.96576 1.98778 1.89578 1.94659 1.91375 1.9301 1.91677 2.05041 2.00906 2.0263 1.99509 2.09285 1.98287 1.97142 1.96099 1.9259 1.89999 1.93373 1.95122 1.95418 1.94228 internal_weight=1.33122e+06 469265 861950 129850 339415 421720 440230 35472 94378 194482 144933 191910 228365 229810 211865 156504 29063 57065 37313 58219 6409 86714 88916 105566 98316 111962 113549 110090 60323 118275 internal_count=1331215 469265 861950 129850 339415 421720 440230 35472 94378 194482 144933 191910 228365 229810 211865 156504 29063 57065 37313 58219 6409 86714 88916 105566 98316 111962 113549 110090 60323 118275 cat_boundaries=0 1 2 3 4 cat_threshold=2080 2080 2080 2080 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=2 split_feature=13 13 13 13 13 13 13 13 127 127 136 13 136 8 13 4 13 4 126 4 8 13 83 8 125 13 8 126 126 52 split_gain=466444 89418 77562.3 15507.8 14795 11831 9270.36 3015.36 2636.56 2269.2 2051.84 1862.19 1731.97 1728.99 1572.4 1545.77 1353.66 1276.89 1268.65 1115.86 939.114 854.684 847.321 824.552 805.6 778.148 756.053 944.014 755.675 716.429 threshold=2.0849999189376835 3.2150000333786015 1.3750000000000002 4.2049999237060556 2.5749999284744267 1.0149999856948855 1.7050000429153445 5.2950000762939462 -0.14780378341674802 -0.43049471080303187 0 2.3149999380111699 1 8.6500000953674334 3.6750000715255742 6.5499999523162851 2.8750000000000004 6.2500000000000009 -0.43049471080303187 6.6499998569488534 9.3499999046325701 0.74500000476837169 286.73254394531256 10.449999809265138 -0.5663846731185912 1.5349999666213991 9.8499999046325701 -0.21643137186765668 -0.33379416167736048 13.47499990463257 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 5 8 11 12 15 22 20 19 -7 23 21 29 -10 25 -11 -12 -15 -6 -3 -1 -5 -2 -17 -4 -13 -28 -25 -8 right_child=1 3 6 7 9 10 13 -9 14 16 17 26 -14 18 -16 24 -18 -19 -20 -21 -22 -23 -24 28 -26 -27 27 -29 -30 -31 leaf_value=-0.056312944398019038 0.0095026009098354951 0.067867125837740599 -0.021074987730776054 0.10064691382577687 0.041100875207205428 -0.037148890027422221 -0.0049134113393077428 0.13347516235216339 0.052967838053284935 0.029951732761826607 -0.029350898589648462 0.018437555406509456 -0.040258734378449734 0.026140171323220912 0.068315283307598132 0.011121608802372559 0.040364828858206588 -0.018093746618816606 0.0038722609125353118 0.061105530670319555 0.086419508938569478 -0.047659551403037792 0.08053583807182299 0.042771474845765711 -0.0098577544110352525 -0.01396792608845639 0.049575163240898945 0.024604533840473716 0.016624032669360432 0.0050591896804119373 leaf_weight=43565 76237 13926 79180 20880 15242 74731 121772 6477 44806 70817 122764 60548 59794 7100 26595 5007 55802 31694 64526 12846 13370 82707 6991 3098 53144 74991 4300 31599 25571 21135 leaf_count=43565 76237 13926 79180 20880 15242 74731 121772 6477 44806 70817 122764 60548 59794 7100 26595 5007 55802 31694 64526 12846 13370 82707 6991 3098 53144 74991 4300 31599 25571 21135 internal_value=-1.88684e-06 0.0388336 -0.0225579 0.0738075 0.0257653 -0.0379428 -0.00759114 0.102744 0.0637372 0.037393 -0.0303385 0.0168314 -0.0473095 -0.000260721 0.0586844 -0.0149979 0.0345409 -0.0270392 0.00607959 0.05025 0.0769544 -0.050641 0.0956024 0.0122209 -0.00805136 -0.017618 0.0218463 0.0275955 0.0194496 -0.00343853 internal_weight=1.33122e+06 489105 842110 133045 356060 415255 426855 34348 98697 154707 229189 201353 186066 214533 71401 212322 126619 154458 71626 28088 27296 126272 27871 104906 58151 154171 96447 35899 28669 142907 internal_count=1331215 489105 842110 133045 356060 415255 426855 34348 98697 154707 229189 201353 186066 214533 71401 212322 126619 154458 71626 28088 27296 126272 27871 104906 58151 154171 96447 35899 28669 142907 cat_boundaries=0 1 2 cat_threshold=2080 2080 is_linear=0 shrinkage=0.05 Tree=2 num_leaves=31 num_cat=4 split_feature=12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 127 127 12 127 127 12 127 136 136 136 108 109 16 136 4 split_gain=448825 86822.7 74364.1 15698.6 13488.3 10651.6 9516.32 3162.75 2371.86 1783.53 1750.36 1669.41 1295.24 1283.14 1152.32 1067.23 917.35 724.9 715.293 613.29 609.793 604.302 584.247 546.716 466.404 457.98 445.164 441.858 440.749 440.746 threshold=2.1049998998641972 3.2150000333786015 1.3750000000000002 4.1849999427795419 2.5949999094009404 0.99500000476837169 1.7150000333786013 5.305000066757203 3.7350000143051152 2.3249999284744267 2.8750000000000004 1.185000002384186 1.9049999713897707 0.76499998569488536 1.5249999761581423 -0.39873388409614557 -0.52247866988182057 4.6349999904632577 -0.43049471080303187 -0.38266885280609125 6.0650000572204599 -0.14780378341674802 0 1 2 -0.055098313838243478 0.24019089341163638 15.405000209808351 3 6.5499999523162851 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 2 2 2 1 2 left_child=2 4 5 8 9 13 14 17 15 25 18 23 -8 -1 28 -3 -12 -5 -6 29 -9 -10 -13 -7 -16 -2 -26 -18 -4 -11 right_child=1 3 6 7 10 11 12 20 21 19 16 22 -14 -15 24 -17 27 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.052338557174566071 0.024615084135264018 0.068582600000197627 -0.025919791933245874 0.088029928898799473 0.042242246386575123 -0.038590483449667409 -0.0037236655787032018 0.12260159188088902 0.084011424908743304 0.023927543849605656 0.054693722950882588 -0.031768584797274541 0.0039794365398977257 -0.043270473588615355 -0.019502562354246251 0.053717690048743189 0.038341586618237986 0.10413418682678528 0.0296590501773768 0.019979189064162749 0.15552163446192546 0.069196443810293801 -0.023984840673759916 -0.031554748297951019 -0.00012110318769513794 0.011310538852597044 -0.011308497184148529 0.052086851344549913 -0.017188301034075711 0.040705014380996551 leaf_weight=58898 6956 15901 17741 17374 13662 47110 112728 4324 10140 9878 13026 33211 105775 115534 15716 50178 49493 11689 65155 82476 2085 21431 90930 69538 9815 92245 94561 6630 80531 6484 leaf_count=58898 6956 15901 17741 17374 13662 47110 112728 4324 10140 9878 13026 33211 105775 115534 15716 50178 49493 11689 65155 82476 2085 21431 90930 69538 9815 92245 94561 6630 80531 6484 internal_value=-1.82182e-06 0.0387151 -0.0217723 0.0730296 0.025513 -0.0369234 -0.00737188 0.101518 0.062681 0.0169798 0.0369339 -0.0301074 5.32499e-06 -0.0463324 -0.0147538 0.0572947 0.0427398 0.094507 0.0318402 0.0217335 0.133311 0.0739547 -0.0260717 -0.0344022 -0.0114681 0.0122435 -0.0102555 0.0399654 -0.018769 0.0305762 internal_weight=1.33122e+06 479127 852088 133122 346005 415221 436867 35472 97650 198039 147966 240789 218503 174432 218364 66079 69149 29063 78817 98838 6409 31571 124141 116648 120092 99201 104376 56123 98272 16362 internal_count=1331215 479127 852088 133122 346005 415221 436867 35472 97650 198039 147966 240789 218503 174432 218364 66079 69149 29063 78817 98838 6409 31571 124141 116648 120092 99201 104376 56123 98272 16362 cat_boundaries=0 1 2 3 4 cat_threshold=2080 2080 2080 2080 is_linear=0 shrinkage=0.05 Tree=3 num_leaves=31 num_cat=5 split_feature=12 12 12 12 12 12 12 12 12 12 12 127 12 12 12 12 127 127 4 127 12 127 108 136 136 136 16 136 109 136 split_gain=405174 73079 72985.8 12414.3 12293.2 10850.4 8987.52 2443.31 2051.54 1743.68 1646.61 1602.21 1303.23 1236.69 1124.89 986.775 730.773 679.42 632.451 554.235 550.338 540.962 527.839 524.954 499.58 447.473 438.189 422.588 580.659 421.598 threshold=2.1550000905990605 3.2949999570846562 1.4049999713897707 4.2850000858306894 2.6750000715255742 1.044999957084656 1.7549999952316286 5.305000066757203 3.7350000143051152 2.4250000715255742 0.83499997854232799 -0.38266885280609125 1.235000014305115 1.9650000333786013 1.5950000286102297 2.995000004768372 -0.50751903653144825 -0.14780378341674802 5.5499999523162851 -0.52247866988182057 6.0650000572204599 -0.043617725372314446 -0.14352425932884214 0 1 2 15.405000209808351 3 0.2315827086567879 4 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 2 1 2 1 left_child=2 4 5 8 9 10 14 21 16 22 -1 18 23 27 24 26 -3 -10 -6 -11 -9 -5 -2 -7 -4 -14 -13 -8 -29 -12 right_child=1 3 6 7 11 12 13 20 17 19 29 15 25 -15 -16 -17 -18 -19 -20 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27201 96870 100169 42943 40831 24544 15566 70891 2085 14232 107477 76030 102997 84584 6757 10635 99628 51074 internal_value=-1.80151e-06 0.0382688 -0.0198841 0.0716895 0.026258 -0.0344173 -0.00555312 0.0991979 0.0623131 0.0183304 -0.0428242 0.0378368 -0.0269993 0.00167623 -0.0125991 0.0351615 0.0560598 0.0714529 0.0488401 0.0238045 0.126646 0.0919224 0.0143235 -0.0306341 -0.0157982 -0.0231203 0.0313469 -0.00169762 -0.000780862 -0.0388702 internal_weight=1.33122e+06 455139 876076 120326 334813 434971 441105 30588 89738 198742 203895 136071 231076 217719 223386 109458 53283 36455 26613 83994 6409 24179 114748 119291 123217 111785 66515 120849 110263 114912 internal_count=1331215 455139 876076 120326 334813 434971 441105 30588 89738 198742 203895 136071 231076 217719 223386 109458 53283 36455 26613 83994 6409 24179 114748 119291 123217 111785 66515 120849 110263 114912 cat_boundaries=0 1 2 3 4 5 cat_threshold=2080 2080 2080 2080 2080 is_linear=0 shrinkage=0.05 Tree=4 num_leaves=31 num_cat=2 split_feature=12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 127 127 12 127 127 127 136 127 4 126 16 136 4 126 4 split_gain=365758 71888.6 59570.5 13705.2 10492.4 8554.83 7714.96 2807.66 2033.95 1649.01 1250.35 1238.22 1106.77 967.566 934.529 804.691 776.599 679.314 664.991 602.618 570.808 510.643 454.152 433.691 559.4 418.891 409.632 399.596 401.085 368.829 threshold=2.0949999094009404 3.1750000715255742 1.3450000286102297 4.1349999904632577 2.5349999666213994 1.685000002384186 0.97500002384185802 5.1150000095367441 3.5849999189376835 2.8149999380111699 1.1449999809265139 1.8550000190734866 2.2849999666213994 1.4950000047683718 0.74500000476837169 1.0000000180025095e-35 -0.30069434642791742 6.0650000572204599 0.62249094247818004 -0.11319890245795249 -0.43049471080303187 0 -0.35019405186176294 4.9500000476837167 -0.39873388409614557 15.405000209808351 1 5.5499999523162851 -0.043617725372314446 6.4500000476837167 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 left_child=2 4 6 8 12 13 14 19 15 20 -8 -7 -2 -4 -1 -3 -11 -9 -10 -5 -6 -12 29 -13 -25 -18 -15 -28 -29 -14 right_child=1 3 5 7 9 11 10 17 18 16 21 23 22 26 -16 -17 25 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=-0.047921570791168128 0.01012259440813424 0.056870442095667821 -0.018148602452385972 0.092089041836410021 0.03594364756767017 -0.0048140363635816724 -0.032256305947140552 0.10759955752103896 0.06921868206973894 0.046805639234942506 -0.029808439170401536 -0.00069246530283158052 0.019527684565138013 -0.01874791735819958 -0.039766200814072936 0.0446337213884423 0.032940164172323975 0.14035827584189478 0.056922546133405839 0.077412664478375248 0.02494943002762371 -0.022853962618979335 0.016360600167753803 0.017199612150269637 0.0035173244024078302 0.046013771342888476 -0.012780299628072964 0.0072490341819385837 -0.0082384892249766414 0.035065999903011326 leaf_weight=51253 87284 21253 98915 11418 14232 102769 102848 6567 23210 15899 37507 57601 9814 16731 111647 36523 54568 2085 20894 18053 69258 92010 79826 8471 63245 6902 63702 4734 35744 6252 leaf_count=51253 87284 21253 98915 11418 14232 102769 102848 6567 23210 15899 37507 57601 9814 16731 111647 36523 54568 2085 20894 18053 69258 92010 79826 8471 63245 6902 63702 4734 35744 6252 internal_value=-1.80108e-06 0.0346711 -0.0198123 0.0648771 0.022379 -0.00741248 -0.0339892 0.0904508 0.0553075 0.0316969 -0.0281404 -0.000717274 0.0141963 -0.0144811 -0.0423321 0.049135 0.0369557 0.115494 0.0633935 0.0830988 0.0268235 -0.024872 0.0179043 0.00253845 0.00513346 0.0344081 -0.0114808 -0.0103109 -0.00642719 0.0255743 internal_weight=1.33122e+06 484038 847177 140003 344035 451912 395265 38123 101880 160859 232365 232086 183176 219826 162900 57776 77369 8652 44104 29471 83490 129517 95892 129317 71716 61470 120911 104180 40478 16066 internal_count=1331215 484038 847177 140003 344035 451912 395265 38123 101880 160859 232365 232086 183176 219826 162900 57776 77369 8652 44104 29471 83490 129517 95892 129317 71716 61470 120911 104180 40478 16066 cat_boundaries=0 1 2 cat_threshold=2080 2080 is_linear=0 shrinkage=0.05 Tree=5 num_leaves=31 num_cat=3 split_feature=12 12 12 12 12 12 12 12 12 12 12 12 127 136 12 127 12 4 4 127 12 127 4 125 136 108 108 12 136 108 split_gain=329863 61496 58084.6 10149.8 9382.63 8877.33 7799.03 1843.68 1828.48 1409.38 1377.93 1259.86 1200.17 1096.31 868.791 748.791 659.249 643.584 563.338 518.218 509.023 479.109 461.7 456.792 424.231 418.545 402.531 399.814 391.972 464.56 threshold=2.1750000715255742 1.4049999713897707 3.2949999570846562 4.3450000286102304 2.6950000524520878 1.044999957084656 1.794999957084656 3.804999947547913 5.5950000286102304 2.4250000715255742 0.85500001907348644 1.5950000286102297 -0.25037047266960138 0 2.0049999952316289 0.62249094247818004 2.9550000429153447 5.5499999523162851 7.5499999523162851 -0.21643137186765668 4.8350000381469735 -0.52247866988182057 6.0499999523162851 -0.07845610752701758 1 -0.055098313838243478 -0.42837981879711146 1.2450000047683718 2 0.19933883845806125 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 left_child=1 5 4 7 9 10 11 15 20 25 -1 24 18 -7 26 22 -14 27 -6 -9 -5 -11 -4 -19 -3 -2 -8 -15 -13 -30 right_child=2 6 3 8 12 13 14 19 -10 21 -12 28 16 17 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.042919015538519699 0.024684186382225828 -0.02091082041747018 0.05031810243344978 0.079976355491399587 0.038095637778152107 -0.029568780514293447 0.015315747047947612 0.075259993901016078 0.12190563110457076 0.030263775791847664 -0.034691670959513879 -0.014934170150548383 0.028229026647356326 -0.026824237613288549 0.0064341109813590694 0.046051644315463713 0.036253175315477011 -0.0031197172274308824 0.052843665295359159 0.061881509045196938 0.094911570671902146 0.020222281457984225 0.063007517788147061 -0.018812511986404989 -0.012945765071798017 0.012408949637680571 -0.00075193176175692106 -0.020961756335997096 0.0044166106828844101 -0.0071001147974592465 leaf_weight=98555 7473 20038 13068 14583 16498 70480 4036 10798 4113 14087 105231 14161 53574 60960 84744 30500 49017 5261 10658 21957 9371 75785 15878 39111 102975 98137 113935 55616 9594 100293 leaf_count=98555 7473 20038 13068 14583 16498 70480 4036 10798 4113 14087 105231 14161 53574 60960 84744 30500 49017 5261 10658 21957 9371 75785 15878 39111 102975 98137 113935 55616 9594 100293 internal_value=2.12424e-06 -0.0176617 0.0350917 0.0647809 0.0241128 -0.0310606 -0.00469655 0.0567668 0.0911073 0.017194 -0.0386706 -0.0106605 0.034537 -0.0243597 0.00257206 0.0515184 0.0320629 -0.0220753 0.0438838 0.0662919 0.0858191 0.0217962 0.0572787 -0.0169519 -0.014246 0.0132775 -0.000202228 -0.0240274 -0.00710492 -0.00609406 internal_weight=1.33049e+06 884990 445497 120268 325229 435214 449776 92201 28067 195482 203786 247061 129747 231428 202715 59446 102591 160948 27156 32755 23954 89872 28946 44372 123013 105610 117971 116576 124048 109887 internal_count=1330487 884990 445497 120268 325229 435214 449776 92201 28067 195482 203786 247061 129747 231428 202715 59446 102591 160948 27156 32755 23954 89872 28946 44372 123013 105610 117971 116576 124048 109887 cat_boundaries=0 1 2 3 cat_threshold=2080 2080 2080 is_linear=0 shrinkage=0.05 Tree=6 num_leaves=31 num_cat=3 split_feature=13 13 13 13 13 13 13 13 127 8 136 8 136 127 20 4 125 4 16 16 4 8 13 136 127 82 13 16 127 4 split_gain=278196 52349.3 48192.6 9073.7 8504.42 7486.96 5610.47 1989.42 1568.25 1416.64 1397.88 1327.7 1295.95 1290.83 1210.62 1202.83 1043.74 1005.69 995.719 976.629 848.929 822.097 794.594 674.579 678.469 669.552 651.548 631.664 595.78 588.44 threshold=2.1049998998641972 3.2350000143051152 1.3849999904632571 4.1549999713897714 2.6149998903274541 1.0249999761581423 1.7150000333786013 5.1150000095367441 -0.39873388409614557 9.8499999046325701 0 8.7500000000000018 1 -0.19936034083366391 6.2149999141693124 6.1499998569488534 -0.43049471080303187 6.2500000000000009 14.550000190734865 16.335000038146976 5.9500000476837167 10.949999809265138 3.5849999189376835 2 -1.0000000180025095e-35 264.36608886718756 2.3549998998641972 18.219999313354496 -0.41467745602130884 5.9500000476837167 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=2 4 5 8 9 10 15 25 -3 19 -1 27 -7 20 28 -4 -13 -14 21 26 -6 -15 -10 -17 -25 -5 -2 -8 -11 -12 right_child=1 3 6 7 13 12 11 -9 22 14 29 16 17 18 -16 23 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.039412978977000357 0.0065666574654117092 0.060379230929000695 -0.013718416431638767 0.07761367152730092 0.030302034033661652 -0.028559981899662287 -0.0029362181739297118 0.099505067570498373 0.040408572766243392 0.033350439781376306 -0.032169051428556167 0.024448055851562372 -0.02254213967472251 0.021163280646641774 0.027788274409321048 -0.015067006732233946 0.0038728835330736782 -0.0126766318472099 0.037049305257624905 0.028040351203786791 0.047285444748286998 0.030674612873511989 0.051141593110034425 0.011646003964339761 -0.0051699789932751006 0.061398246722198326 0.013846107252630972 0.020955182168408904 0.012608995432419518 -0.017824511649117133 leaf_weight=129313 70846 23590 144933 18786 14317 73123 143408 8650 36700 3788 54450 6806 123986 55138 27339 14689 65319 32631 21337 7728 15138 38639 32528 6917 45160 9629 54298 2821 40250 8230 leaf_count=129313 70846 23590 144933 18786 14317 73123 143408 8650 36700 3788 54450 6806 123986 55138 27339 14689 65319 32631 21337 7728 15138 38639 32528 6917 45160 9629 54298 2821 40250 8230 internal_value=1.98859e-06 0.0305001 -0.0171379 0.0575968 0.0204106 -0.0291477 -0.00536036 0.07851 0.0492456 0.0138423 -0.0364352 0.000262893 -0.0230575 0.0296903 0.0195238 -0.0111604 0.00581444 -0.0204854 0.0273004 0.0107903 0.0390304 0.0250822 0.0454517 -0.00560751 -0.00293587 0.0721187 0.0097251 -0.00247531 0.0143931 -0.0302808 internal_weight=1.33049e+06 478701 851786 129883 348818 421733 430053 37065 92818 204249 191993 218354 229740 144569 71377 211699 72125 156617 115114 132872 29455 93777 69228 66766 52077 28415 125144 146229 44038 62680 internal_count=1330487 478701 851786 129883 348818 421733 430053 37065 92818 204249 191993 218354 229740 144569 71377 211699 72125 156617 115114 132872 29455 93777 69228 66766 52077 28415 125144 146229 44038 62680 cat_boundaries=0 1 2 3 cat_threshold=2080 2080 6176 is_linear=0 shrinkage=0.05 Tree=7 num_leaves=31 num_cat=1 split_feature=12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 127 127 82 16 127 16 4 127 127 4 108 108 136 67 28 split_gain=270291 51297.4 46378.6 9015.08 8429.88 6700.68 5993.67 1935.02 1297.46 1262.12 1095.23 1006.13 975.795 817.652 785.582 632.359 575.869 563.767 464.065 435.96 421.993 424.008 591.506 416.086 404.258 380.045 362.536 358.483 357.574 349.516 threshold=2.1250000000000004 3.2949999570846562 1.3550000190734866 2.6550000905990605 4.4749999046325692 1.7050000429153445 0.98500001430511486 3.804999947547913 2.3750000000000004 5.5950000286102304 2.9750000238418584 1.9249999523162844 1.1749999523162844 0.70499998331069957 1.5049999952316286 0.62249094247818004 -0.25037047266960138 266.44126892089849 18.219999313354496 0.078456107527017607 18.219999313354496 5.4500000476837167 -0.11319890245795249 -0.52247866988182057 6.0499999523162851 -0.33219213783740992 -0.16338746249675748 0 40.495000839233406 1012.9500122070314 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=2 3 6 8 7 14 13 15 20 -6 19 25 -8 -1 -4 24 -12 29 23 -5 21 -2 -23 -10 -3 -7 -13 -15 -17 -9 right_child=1 4 5 10 9 11 12 17 18 -11 16 26 -14 27 -16 28 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.042680109542168103 0.0063925151606508959 0.045420109084138065 -0.015279038784000391 0.032067120164114386 0.080462752497359874 0.010878222617649201 -0.027085795189034374 0.072471440585844898 0.025599116786240269 0.11102943460564244 0.044949870533362628 0.016087678261278698 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0.0104572 0.01003 0.0127353 0.017901 0.0519334 -0.00278301 0.003813 -0.0343374 0.041616 0.0655913 internal_weight=1.33049e+06 469071 861416 348803 120268 459259 402157 97280 207116 22988 141687 234101 233614 168543 225158 59446 58775 37834 97350 82912 109766 107721 61777 95464 28946 129956 104145 130658 30500 24563 internal_count=1330487 469071 861416 348803 120268 459259 402157 97280 207116 22988 141687 234101 233614 168543 225158 59446 58775 37834 97350 82912 109766 107721 61777 95464 28946 129956 104145 130658 30500 24563 cat_boundaries=0 1 cat_threshold=2144 is_linear=0 shrinkage=0.05 Tree=8 num_leaves=31 num_cat=2 split_feature=12 12 12 12 12 12 12 12 12 12 12 127 136 12 12 16 4 127 5 16 12 8 126 126 127 5 83 12 15 136 split_gain=244080 46897 42053.5 7663.75 7393.35 6624.04 5453.89 1297.79 1291.86 1139.06 1116.21 967.247 848.092 844.878 622.311 614.567 560.877 539.386 499.692 496.087 470.026 443.527 541.176 431.595 383.597 376.777 374.99 359.996 355.207 339.523 threshold=2.1950000524520878 1.435000002384186 3.3850001096725468 2.7350000143051152 1.075000047683716 4.4749999046325692 1.8149999976158144 3.9250000715255742 0.86500000953674328 5.5950000286102304 2.495000004768372 -0.21643137186765668 0 1.6250000000000002 2.0149999856948857 15.405000209808351 4.7500000000000009 0.62249094247818004 5.6499998569488534 16.335000038146976 3.054999947547913 6.7500000000000009 -0.21643137186765668 -0.11319890245795249 -0.33379416167736048 5.9500000476837167 266.27207946777349 0.66500002145767223 2.2949999570846562 1 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=1 4 3 10 8 7 13 17 27 26 19 18 -6 29 -8 20 -14 25 -5 21 -13 -2 -23 -18 -9 -4 -7 -1 -12 -3 right_child=2 6 5 11 12 9 14 24 -10 -11 28 15 16 -15 -16 -17 23 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.041774177170248068 0.0080539088609470587 -0.017482319843125108 0.045089883568250833 0.031524921861470163 -0.024771849499706389 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0.0578428 -0.00330277 0.0513573 -0.0327376 0.0816351 0.0155792 0.0311662 -0.0199862 -0.00839764 0.00278889 0.0289021 -0.018077 0.0469279 0.039307 0.0126131 0.0275086 0.0119027 0.0143855 -0.0143763 0.0600429 0.0518382 0.0764396 -0.0368194 0.0203383 -0.0113029 internal_weight=1.33049e+06 894286 436201 328881 454970 107320 439316 84332 221930 22988 197687 131194 233040 239231 200085 102646 166648 55850 28548 121786 90858 116035 70534 63397 28482 27944 18875 103470 75901 122306 internal_count=1330487 894286 436201 328881 454970 107320 439316 84332 221930 22988 197687 131194 233040 239231 200085 102646 166648 55850 28548 121786 90858 116035 70534 63397 28482 27944 18875 103470 75901 122306 cat_boundaries=0 1 2 cat_threshold=2080 2080 is_linear=0 shrinkage=0.05 Tree=9 num_leaves=31 num_cat=3 split_feature=12 12 12 12 12 12 12 12 12 12 136 12 12 136 4 12 126 12 127 82 108 127 127 16 4 126 16 136 110 4 split_gain=220296 45128.2 34844.9 8920.37 6223.6 5383.99 4148.65 1916.92 1286.84 922.291 773.37 772.039 693.683 646.73 660.64 597.187 583.663 552.691 511.906 500.632 449.454 427.213 416.228 376.71 392.969 471.369 349.852 342.985 498.024 338.067 threshold=2.0749999284744267 3.1350001096725468 1.3149999976158144 4.0850000381469735 2.5149999856948857 1.6649999618530276 0.95499998331069957 4.9549999237060556 3.495000004768372 2.7949999570846562 0 1.8550000190734866 2.2849999666213994 1 5.3500001430511483 6.0650000572204599 -0.095842104405164705 0.70499998331069957 1.0000000180025095e-35 266.97010803222662 0.12931507080793384 -0.26722820103168482 0.026175950653851036 17.029999732971195 5.8500001430511483 -0.07845610752701758 14.039999961853029 2 0.29964083433151251 4.7500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=2 4 6 8 12 13 17 21 18 23 -8 -7 -2 -4 -15 -9 -16 -1 -3 -10 -12 -5 -11 24 -6 -26 -14 -13 -29 -22 right_child=1 3 5 7 9 11 10 15 19 22 20 27 26 14 16 -17 -18 -19 -20 -21 29 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.038553182766885949 0.0075188032661091175 0.043111410725578114 -0.017791942963899989 0.070839305285201368 0.015281808026376208 -0.0040160701962098392 -0.026447406797862644 0.081672428940774283 0.051472981811013868 0.033201675997792224 -0.010636406359946208 -0.0078817944752707491 0.012276902466814543 -0.013008666830808313 0.0054690118763638836 0.11149775054970423 -0.0085551521095979851 -0.031579586460978429 0.032992669481829377 0.04133147325819992 -0.023030578025091619 0.058372888818638072 0.025289524793154869 0.035055249409545124 0.033932754347797613 0.020295596932667644 0.020919649379036981 0.011815729704573091 0.0012678709404484322 -0.017677403327850852 leaf_weight=37885 97504 19571 38791 10763 32339 115292 83111 9137 32421 24828 10975 8607 75212 116772 8416 2056 62630 113634 34590 19481 84982 19011 50291 4119 7487 41238 13868 12639 97668 45169 leaf_count=37885 97504 19571 38791 10763 32339 115292 83111 9137 32421 24828 10975 8607 75212 116772 8416 2056 62630 113634 34590 19481 84982 19011 50291 4119 7487 41238 13868 12639 97668 45169 internal_value=1.63357e-06 0.0264801 -0.0156314 0.0496945 0.0166405 -0.00641677 -0.0269319 0.0695108 0.0420404 0.023866 -0.0226132 -0.00110061 0.0104328 -0.0119112 -0.0106951 0.0871509 -0.00689387 -0.0333232 0.0366491 0.0476664 -0.0203519 0.0628794 0.0279046 0.0203045 0.019555 0.0223911 0.0136224 0.00172605 0.00247622 -0.0211728 internal_weight=1.33049e+06 493916 836571 147030 346886 460815 375756 40967 106063 160302 224237 234206 186584 226609 187818 11193 71046 151519 54161 51902 141126 29774 75119 85183 81064 48725 89080 118914 110307 130151 internal_count=1330487 493916 836571 147030 346886 460815 375756 40967 106063 160302 224237 234206 186584 226609 187818 11193 71046 151519 54161 51902 141126 29774 75119 85183 81064 48725 89080 118914 110307 130151 cat_boundaries=0 1 2 3 cat_threshold=2080 2080 2080 is_linear=0 shrinkage=0.05 Tree=10 num_leaves=31 num_cat=3 split_feature=12 12 12 12 12 12 12 12 12 12 16 12 136 126 4 126 12 136 108 127 4 12 67 4 15 28 136 108 15 16 split_gain=199033 41762.6 30519.4 8245.12 5719.01 4842.7 3432.14 1605.42 1383.03 784.504 782.985 706.432 680.688 623.64 599.336 777.228 544.935 540.623 596.603 465.935 456.721 439.661 434.584 407.531 390.98 382.338 369.732 462.48 364.58 352.083 threshold=2.054999947547913 3.1149998903274541 1.294999957084656 4.1349999904632577 2.5149999856948857 1.6250000000000002 0.9350000023841859 4.9549999237060556 3.4650000333786015 1.8450000286102297 14.550000190734865 2.245000004768372 0 -0.11319890245795249 5.8500001430511483 -0.043617725372314446 6.0650000572204599 1 0.22537442296743396 1.0000000180025095e-35 5.7500000000000009 0.6850000023841859 37.965000152587898 4.9500000476837167 1.9450000524520876 1012.1499938964845 2 0.19121201336383822 1.4149999618530276 18.219999313354496 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 4 6 8 11 17 21 25 19 26 14 -2 -8 -10 -6 -16 -9 -4 -19 -3 -20 -1 -15 -14 -13 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leaf_count=32108 89957 19429 39035 9460 45707 14289 85919 9104 16544 114817 25806 20069 93625 32345 12807 69338 2049 16208 106499 34623 53283 108215 9620 42674 86479 17441 10463 12786 97199 3257 internal_value=1.11014e-05 0.024778 -0.0150815 0.0468248 0.0153825 -0.00659706 -0.0259539 0.0669448 0.0400227 -0.00185851 0.0225002 0.00969878 -0.022088 0.0453497 0.0208162 0.0233698 0.0828945 -0.0120965 -0.0109133 0.0342564 -0.0118411 -0.032076 0.0421086 -0.0198827 0.0124534 0.0603321 -0.00444639 -0.00354319 -0.00449909 0.0299081 internal_weight=1.33116e+06 504035 827120 150615 353420 464579 362541 38054 112561 249554 156915 196505 222218 58509 127852 82145 11153 215025 175990 54052 159782 140323 41965 136299 106548 26901 134737 120448 109985 29063 internal_count=1331155 504035 827120 150615 353420 464579 362541 38054 112561 249554 156915 196505 222218 58509 127852 82145 11153 215025 175990 54052 159782 140323 41965 136299 106548 26901 134737 120448 109985 29063 cat_boundaries=0 1 2 3 cat_threshold=2080 2080 2080 is_linear=0 shrinkage=0.05 Tree=11 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 12 12 12 12 12 8 126 8 126 12 127 126 82 16 83 16 109 16 16 67 17 79 8 split_gain=179636 34827.8 30906.3 5987.47 5551.02 4775.54 3932.66 1020.08 988.286 832.453 775.399 736.021 601.758 589.962 587.892 729.956 575.867 472.841 437.515 401.759 374.931 371.027 360.641 353.202 342.462 335.598 330.758 319.103 303.166 296.356 threshold=2.1950000524520878 1.435000002384186 3.4050000905990605 2.7150000333786015 1.0850000381469729 4.555000066757203 1.8049999475479128 0.81499999761581432 3.8850001096725468 3.0349999666213994 6.0650000572204599 2.4450000524520878 7.1499998569488534 -0.46173103153705591 7.0499999523162851 -0.39873388409614557 1.2450000047683718 0.026175950653851036 -0.33379416167736048 265.91181945800787 18.219999313354496 264.74983215332037 13.344999790191652 -0.055544516071677201 10.960000038146974 15.405000209808351 38.835000991821296 10.405000209808351 14.614999771118166 9.8499999046325701 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 11 7 8 12 -1 18 25 21 22 24 -14 20 -16 -6 -11 -4 -10 -8 -7 -2 -13 -3 29 -20 -17 -25 -5 right_child=2 6 5 9 16 10 14 -9 19 17 -12 23 13 -15 15 27 -18 -19 26 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.032571173485499282 0.0086153999555976159 -0.011601909731164636 0.048425196774945861 0.019078775579583495 -0.019774277659576189 0.073060988638442223 -0.00084925863931687112 -0.025565908823799235 0.055297901597819811 0.036964680440043418 0.10088149837298677 0.027009875176140043 0.0081008657262478089 -0.0053448475695982225 0.01682559168516112 0.00097910019859980164 -0.014707351667940764 0.027819004462320048 0.039973929119207482 0.043886261699703021 0.019904860562946328 0.057505780596051159 0.015535060114846825 0.017480394918614747 -0.0067549579662911285 0.032765496989349253 0.028346388378649442 0.0070030987146181937 0.010745913312557127 0.025613113685694435 leaf_weight=80033 79117 73249 12399 37007 101570 12947 101077 148187 22189 21816 2049 7294 9097 79057 11477 53730 125193 40128 29868 11822 2224 5446 24711 57489 72527 8323 7691 37207 23560 32671 leaf_count=80033 79117 73249 12399 37007 101570 12947 101077 148187 22189 21816 2049 7294 9097 79057 11477 53730 125193 40128 29868 11822 2224 5446 24711 57489 72527 8323 7691 37207 23560 32671 internal_value=1.05257e-05 -0.0128198 0.0263052 0.0188456 -0.0225174 0.0500331 -0.00278382 -0.0280225 0.0447571 0.0267127 0.0717055 0.0131166 -0.0072184 -0.00395733 0.00225898 0.00494345 -0.0169769 0.03104 0.0402814 0.0513313 -0.000402437 0.0684552 0.0102623 0.0164712 -0.00919044 0.0232761 0.0375929 0.00344383 0.0155228 0.0221426 internal_weight=1.33116e+06 894628 436527 332116 454983 104411 439645 228220 83969 139945 20442 192171 233930 88154 205715 102414 226763 61944 49958 34011 103301 18393 103828 88343 145776 78001 37559 90937 81049 69678 internal_count=1331155 894628 436527 332116 454983 104411 439645 228220 83969 139945 20442 192171 233930 88154 205715 102414 226763 61944 49958 34011 103301 18393 103828 88343 145776 78001 37559 90937 81049 69678 is_linear=0 shrinkage=0.05 Tree=12 num_leaves=31 num_cat=5 split_feature=12 12 12 12 12 12 12 12 12 4 126 12 136 108 136 4 136 136 136 108 126 126 16 4 108 16 28 67 126 15 split_gain=162417 34005.5 24886.4 6401.81 5064.35 3364.35 3352.87 1210.16 1156.7 720.19 967.346 686.621 627.762 732.233 595.946 564.399 526.03 521.695 501.182 560.508 456.785 432.426 428.928 425.929 399.61 381.853 367.468 348.438 339.45 338.345 threshold=2.054999947547913 3.1550000905990605 1.3350000381469729 4.2349998950958261 2.554999947547913 0.97500002384185802 1.6749999523162844 3.5849999189376835 5.305000066757203 4.9500000476837167 -0.38266885280609125 2.8549998998641972 0 0.26331336796283727 1 5.9500000476837167 2 3 4 0.22537442296743396 -0.41467745602130884 -0.11319890245795249 11.775000095367433 5.7500000000000009 0.12931507080793384 18.219999313354496 1012.1499938964845 32.18499946594239 -0.25037047266960138 2.3950001001358037 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 1 1 1 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 5 7 9 17 18 20 26 25 -11 29 -8 -14 -7 -15 -12 -1 -4 -20 -3 -9 -18 -21 -16 -2 -5 -22 -13 -6 right_child=1 3 6 8 11 14 12 21 -10 10 16 28 13 15 24 -17 22 -19 19 23 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.03014533643279162 0.0048920947522799203 0.040753793821336343 -0.015165210459756615 0.065508153247915479 0.022838138773725574 -0.022349378325744351 -0.0097884690436064042 0.050261384497761179 0.081384608549072146 0.022714105930178655 -0.0048296023076485964 0.032445645056886289 0.0087460611150529926 -0.0037479393351060146 -0.0078901665091790519 0.0019098772613428969 0.0084601049149036888 -0.023901768389872412 -7.3506623483226782e-05 -0.011467519351663322 0.032576660673556766 0.040004566837404373 0.015259950868180506 -0.0061625127616802859 -0.017727022583327267 0.0260271595226617 0.053269587717491795 0.022455951651580458 0.023315171371681376 0.01615907949163926 leaf_weight=114868 78412 13180 36436 9641 27943 80234 18806 14586 6415 16713 5808 12727 20378 100127 11182 78744 72993 48018 16929 108765 36894 34777 33991 58019 134614 2197 16858 11052 50857 58991 leaf_count=114868 78412 13180 36436 9641 27943 80234 18806 14586 6415 16713 5808 12727 20378 100127 11182 78744 72993 48018 16929 108765 36894 34777 33991 58019 134614 2197 16858 11052 50857 58991 internal_value=9.99939e-06 0.022383 -0.0136238 0.0429783 0.0141935 -0.0228299 -0.00545316 0.0372123 0.0623341 0.0091785 0.011488 0.021194 -0.00105859 -0.000234124 -0.0188822 -0.00125721 0.00982455 -0.0283081 -0.00980592 -0.0087417 0.0325099 0.0430353 0.0106196 -0.00962207 -0.0169714 0.00546813 0.0577223 0.0302437 0.0251427 0.0183059 internal_weight=1.33116e+06 504035 827120 143403 360632 388916 438204 110489 32914 210114 129505 150518 218055 199249 226030 178871 112792 162886 220149 183713 61126 49363 106984 166784 145796 80609 26499 47946 63584 86934 internal_count=1331155 504035 827120 143403 360632 388916 438204 110489 32914 210114 129505 150518 218055 199249 226030 178871 112792 162886 220149 183713 61126 49363 106984 166784 145796 80609 26499 47946 63584 86934 cat_boundaries=0 1 2 3 4 5 cat_threshold=2080 2080 2080 2080 2080 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=31 num_cat=4 split_feature=12 12 12 12 12 12 12 12 127 127 108 12 12 5 136 108 136 4 4 127 4 4 67 67 126 136 16 83 4 136 split_gain=146632 29314.4 24479.5 5091.98 4547.09 3932.97 2991.02 951.035 820.145 718.152 679.35 659.776 570.681 554.524 533.852 609.025 508.527 494.04 480.255 650.957 474.56 449.707 424.741 408.256 398.222 380.926 351.412 329.901 320.634 315.263 threshold=2.2150000333786015 1.4650000333786013 3.4050000905990605 1.1050000190734866 2.7549999952316289 4.555000066757203 1.8450000286102297 0.87500000000000011 0.62249094247818004 0.078456107527017607 -0.055098313838243478 6.0650000572204599 2.4450000524520878 6.0499999523162851 0 0.22537442296743396 1 5.9500000476837167 5.1499998569488534 -0.095842104405164705 5.4500000476837167 5.6499998569488534 33.954999923706062 32.18499946594239 -0.095842104405164705 2 18.219999313354496 264.74983215332037 7.0499999523162851 3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 1 2 2 2 1 left_child=1 3 4 7 10 8 14 -1 13 17 -2 27 -12 -4 -3 28 -5 -6 -8 -20 -17 -18 26 -10 -23 -21 29 -7 -16 -11 right_child=2 6 5 16 9 11 18 -9 23 22 12 -13 -14 -15 15 20 21 -19 19 25 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.028536019621104042 0.022774527280924731 -0.01194797847698178 0.038416379075055018 -0.018579386284692277 0.024561298760104388 0.06620008177703321 -3.3849045420629654e-05 -0.022218860136495034 0.038232393100003738 0.016371469202950635 0.0087795158911598194 0.091768190309947012 0.014421042418947675 0.049768461473764541 0.00066044985354561994 -0.0078138369646800609 -0.014916650634352355 0.035123187922603424 0.014738065576962028 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427384 474713 322973 104411 429058 240563 83969 128713 194260 20442 179380 44346 237590 207887 234150 44293 191468 104809 188566 171615 84420 39623 48729 90070 71368 18393 19321 69562 internal_count=1331155 903771 427384 474713 322973 104411 429058 240563 83969 128713 194260 20442 179380 44346 237590 207887 234150 44293 191468 104809 188566 171615 84420 39623 48729 90070 71368 18393 19321 69562 cat_boundaries=0 1 2 3 4 cat_threshold=2080 2080 2080 2272 is_linear=0 shrinkage=0.05 Tree=14 num_leaves=31 num_cat=3 split_feature=12 12 12 12 12 12 12 12 127 8 127 127 8 136 109 8 136 4 136 17 8 17 67 12 15 26 12 108 17 19 split_gain=132550 28224.6 20027.4 5635.55 3858.52 3286.9 2209.62 1285.05 795.88 616.092 779.539 597.23 591.903 583.439 701.028 527.682 488.987 463.122 445.238 415.233 387.633 386.878 377.389 366.454 364.244 356.53 345.123 335.644 329.482 319.86 threshold=2.0449999570846562 3.1149998903274541 1.2849999666213991 4.0450000762939462 2.5349999666213994 1.6150000095367434 0.92500001192092907 4.9549999237060556 0.66259482502937328 7.8500001430511483 -0.11319890245795249 0.061046212911605842 9.7500000000000018 0 0.26377476751804357 8.1500000953674334 1 5.1499998569488534 2 11.775000095367433 8.4499998092651385 10.960000038146974 32.18499946594239 6.0650000572204599 1.7749999761581423 278.50000000000006 0.63499999046325695 0.22537442296743396 14.550000190734865 9.5450000762939471 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 6 8 9 21 26 25 12 24 -11 17 -3 -7 -15 -16 -8 -6 -12 -20 -13 -4 -10 -9 -2 -5 -1 -18 -22 -17 right_child=1 3 5 7 11 13 16 23 22 10 18 20 -14 14 15 29 27 -19 19 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.032304760027020804 0.013475764574210262 0.031754058763364117 -0.01206960059985325 0.057167804439731566 0.018004472746010736 -0.0092531492886775025 -0.021177636592272595 0.063775880714130359 0.030029093199831366 0.021599281970840434 -0.0058932571892554592 0.01250283452111056 0.042250411814058808 0.0073029161185916083 -0.0037922425857158069 -0.0017179191500644659 -0.0088958698306367719 0.027771263870984865 0.0076420304066788574 0.015340804288884092 0.017461824199274747 -0.0078142663299622158 0.020026823510165447 0.08717978419754209 0.004225259530658043 0.045218697487218323 -0.025300973084310913 -0.017196816240312888 0.028548239451876862 0.0048236547830575668 leaf_weight=20796 12037 30990 116577 8484 23281 23170 87333 9104 40347 14258 4740 39699 23705 23237 129578 38197 13549 25358 61186 24538 54018 98580 12307 2049 91787 23629 114068 120317 7651 36585 leaf_count=20796 12037 30990 116577 8484 23281 23170 87333 9104 40347 14258 4740 39699 23705 23237 129578 38197 13549 25358 61186 24538 54018 98580 12307 2049 91787 23629 114068 120317 7651 36585 internal_value=8.98878e-06 0.0200559 -0.0124088 0.0382192 0.0124261 -0.00558609 -0.0213366 0.0534538 0.0320791 0.0080271 0.0107331 0.0185419 0.0363032 -0.00169611 -0.00092633 -0.00186209 -0.018261 0.0230964 0.00902044 0.00984461 0.0163565 -0.0101199 0.0276912 0.0680756 0.00529773 0.0483756 -0.026381 -0.0163554 0.0188373 0.00148236 internal_weight=1.33116e+06 509168 821987 150615 358553 465924 356063 43266 107349 208546 104722 150007 54695 250767 227597 204360 221199 48639 90464 85724 101368 215157 52654 11153 103824 32113 134864 133866 61669 74782 internal_count=1331155 509168 821987 150615 358553 465924 356063 43266 107349 208546 104722 150007 54695 250767 227597 204360 221199 48639 90464 85724 101368 215157 52654 11153 103824 32113 134864 133866 61669 74782 cat_boundaries=0 1 2 3 cat_threshold=2080 2080 2080 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=31 num_cat=4 split_feature=12 12 12 12 12 12 12 136 12 108 127 79 12 108 15 17 136 67 4 108 136 15 8 136 127 4 67 17 4 125 split_gain=119982 24633.1 19768.2 4134.64 3884.64 2951.58 2578.24 824.297 677.582 641.238 604.075 549.102 500.034 464.634 443.937 438.098 428.184 415.637 412.545 412.157 381.527 523.989 380.869 365.266 371.461 345.928 333.411 331.105 329.034 313.264 threshold=2.2350000143051152 1.4650000333786013 3.4650000333786015 1.1050000190734866 2.8149999380111699 4.6349999904632577 1.8350000381469729 0 3.9650000333786015 -0.055098313838243478 -0.53727915883064259 12.675000190734865 6.0650000572204599 -0.20863293856382367 0.86500000953674328 10.960000038146974 1 40.495000839233406 5.2500000000000009 0.14758945256471637 2 1.5950000286102297 8.6500000953674334 3 0.46173103153705602 5.9500000476837167 49.555000305175788 18.219999313354496 4.2500000000000009 -0.43049471080303187 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 left_child=1 3 4 7 9 8 15 14 26 -2 -6 18 -7 -8 -1 -3 -5 27 -11 -18 -15 -22 -23 -20 -25 -17 -4 -12 -9 -27 right_child=2 6 5 16 10 12 13 28 -10 11 17 -13 -14 20 -16 25 19 -19 23 -21 21 22 -24 24 -26 29 -28 -29 -30 -31 leaf_value=-0.027741271446282842 0.021656151914239349 -0.0072169766827204721 0.035727516763980942 -0.016881120324310953 0.030540175218657324 0.057160773691770486 0.012652853241633219 -0.021005450480025091 0.043602496095591824 0.0095447258625869467 0.022291331191706103 0.0071333768842583752 0.083252824731314123 -0.0064627329885118536 -0.022295723189898659 -0.004740211640968113 -0.0035846380898864913 0.013001138364616638 -0.00045775506248968835 -0.012750076386749624 0.0097746697098491288 -0.00030239266380756731 0.0047821262096696491 0.02263512113621239 0.014130148091125143 0.014150815992653457 0.023558244579908488 0.041363474633470065 -0.014589425468539944 -0.00044090659552145314 leaf_weight=73180 15703 126937 41363 62474 23256 16136 10575 60938 30545 51695 82762 58668 2072 12762 76604 73060 13299 12353 3495 157885 21677 104211 56964 16754 54931 4248 6515 2340 29732 27423 leaf_count=73180 15703 126937 41363 62474 23256 16136 10575 60938 30545 51695 82762 58668 2072 12762 76604 73060 13299 12353 3495 157885 21677 104211 56964 16754 54931 4248 6515 2340 29732 27423 internal_value=-1.09731e-06 -0.0101733 0.0221608 -0.0180703 0.0162081 0.0419944 -0.00162235 -0.0226732 0.0377838 0.0119545 0.0232995 0.0111334 0.0601299 0.00244457 -0.0249546 -0.00524198 -0.0133337 0.0215717 0.012983 -0.0120373 0.00189271 0.00247609 0.00149463 0.0153473 0.0161157 -0.00284823 0.0340716 0.0228157 -0.0188995 0.00151627 internal_weight=1.33056e+06 911969 418588 474112 321957 96631 437857 240454 78423 201246 120711 185543 18208 206189 149784 231668 233658 97455 126875 171184 195614 182852 161175 75180 71685 104731 47878 85102 90670 31671 internal_count=1330557 911969 418588 474112 321957 96631 437857 240454 78423 201246 120711 185543 18208 206189 149784 231668 233658 97455 126875 171184 195614 182852 161175 75180 71685 104731 47878 85102 90670 31671 cat_boundaries=0 1 2 3 4 cat_threshold=2080 2080 2080 2080 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=31 num_cat=4 split_feature=12 12 12 12 12 12 12 12 127 16 8 126 4 16 136 8 126 136 108 16 12 4 136 67 136 28 83 17 4 15 split_gain=108357 21814.6 17815.9 4358.4 2972.82 2652.19 2219.8 1021.34 662.573 612.987 595.492 720.948 556.627 542.675 515.477 491.906 543.213 434.391 488.37 420.377 390.33 389.936 380.281 331.581 320.983 319.323 313.916 309.405 302.746 300.743 threshold=2.0949999094009404 3.1550000905990605 1.3750000000000002 4.0850000381469735 2.6149998903274541 1.0249999761581423 1.7450000047683718 4.9549999237060556 0.66259482502937328 18.219999313354496 7.9500000476837167 -0.11319890245795249 6.0499999523162851 17.029999732971195 0 9.8499999046325701 -0.043617725372314446 1 -0.018596445210278031 11.775000095367433 1.1749999523162844 4.8500001430511483 2 35.164999008178718 3 1012.1499938964845 288.14309692382818 11.775000095367433 6.3500001430511483 0.84499999880790722 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 left_child=2 4 5 8 9 14 17 25 12 10 -2 -12 -3 15 29 -6 -17 -4 -19 28 -7 -20 -13 -10 -18 -5 -9 -24 -8 -1 right_child=1 3 6 7 13 20 19 26 23 -11 11 22 -14 -15 -16 16 24 18 21 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.026723938754195271 0.0051625527630456769 0.027786225951755485 -0.012037282175757523 0.051212137759355049 0.014238424225756051 -0.016955061307809979 -0.0039046559549547125 0.065870338981100812 0.027684023377408298 0.027983648518929607 0.021285615539947636 -0.0048577640031225965 0.038162515070058294 0.031655381466335737 -0.018761630933246801 0.031977417394003546 0.011904886026995366 0.0040964715619484166 -0.0087033067114419254 0.0032440013159665479 -0.012714375464730282 -0.0041578189161918791 0.0078099102510244215 0.017674985551312038 0.021012961193731274 0.040380200598311398 0.044262943570361882 0.014435988784454228 0.0011049898592796219 -0.021895967808966264 leaf_weight=64576 100566 22961 35412 10466 67390 93003 63910 9115 39306 3875 13606 4729 29569 6782 62662 8792 13549 11240 103407 73964 130266 86774 61669 10481 34765 19445 2061 24664 57105 64447 leaf_count=64576 100566 22961 35412 10466 67390 93003 63910 9115 39306 3875 13606 4729 29569 6782 62662 8792 13549 11240 103407 73964 130266 86774 61669 10481 34765 19445 2061 24664 57105 64447 internal_value=-1.05141e-06 0.018876 -0.0107862 0.0352336 0.0119846 -0.0181847 -0.00367665 0.0489891 0.0297099 0.00828221 0.00791022 0.0105502 0.033627 0.0178819 -0.0224988 0.0171316 0.0205458 -0.00692941 -0.0060305 0.000274354 -0.0144808 -0.00662933 0.00894619 0.025577 0.0184655 0.0441703 0.0618857 0.00970175 -0.00154069 -0.0243105 internal_weight=1.33056e+06 483791 846766 143404 340387 414954 431812 41087 102317 209109 205234 104668 52530 131278 191685 124496 57106 236833 201421 194979 223269 190181 91062 49787 48314 29911 11176 86333 121015 129023 internal_count=1330557 483791 846766 143404 340387 414954 431812 41087 102317 209109 205234 104668 52530 131278 191685 124496 57106 236833 201421 194979 223269 190181 91062 49787 48314 29911 11176 86333 121015 129023 cat_boundaries=0 1 2 3 4 cat_threshold=2080 2080 2080 6368 is_linear=0 shrinkage=0.05 Tree=17 num_leaves=31 num_cat=3 split_feature=12 12 12 12 12 12 12 136 127 108 127 79 6 136 108 12 4 38 15 4 15 15 4 67 126 17 136 4 8 126 split_gain=97976.9 20385.7 15995.4 3357.12 3057.11 2405.6 2164.21 650.446 590.776 565.34 490.517 485.698 469.952 468.348 563.804 434.845 421.797 396.692 392.573 388.876 371.573 355.772 352.82 352.532 330.913 319.64 310.362 298.313 293.662 370.269 threshold=2.245000004768372 1.4650000333786013 3.4650000333786015 1.0950000286102297 2.8349999189376835 4.6349999904632577 1.8949999809265139 0 0.47714059054851538 -1.0000000180025095e-35 -0.53727915883064259 12.324999809265138 5.9500000476837167 1 0.12931507080793384 6.0650000572204599 6.7500000000000009 15.84999990463257 1.7050000429153445 6.2500000000000009 2.8449999094009404 0.91500002145767223 5.8500001430511483 40.495000839233406 -1.0000000180025095e-35 11.775000095367433 2 4.9500000476837167 9.1500000953674334 -0.28400452435016627 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 3 4 7 9 8 13 21 12 -2 -6 22 -4 -3 -15 -7 -16 19 -8 -5 26 -1 -11 -10 -18 -24 -12 -9 -20 -30 right_child=2 6 5 17 10 15 18 27 23 11 20 -13 -14 14 16 -17 24 -19 28 -21 -22 -23 25 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.024685873969173627 0.019746482587758518 -0.0099016979026991317 0.031872309287133478 -0.012099918778480469 0.027883011758418966 0.051597219628058223 0.0079598345251658681 -0.018737603768777176 0.032284241839799346 0.0091069624606304571 0.015204311745196606 0.0065460434748814203 0.04311211462774469 0.0049459227997454835 -0.0056260061593846169 0.075929105112489653 0.012488071913121656 -0.015371855116956721 0.0002490616836488872 -0.0062308832146616561 0.017009568957021069 -0.019702312684454146 0.011627266466637507 0.020566632453763611 -0.0017622907105253743 0.018610244171478527 0.0259136928618489 -0.011763590141686736 0.01867249169771712 0.0036091027010385097 leaf_weight=85976 17095 32164 15557 135321 22419 16136 31487 67096 31695 56699 8941 60006 23122 18353 151285 2072 4370 68802 98134 35662 54924 61379 40586 8049 60109 27486 29371 19876 4520 41865 leaf_count=85976 17095 32164 15557 135321 22419 16136 31487 67096 31695 56699 8941 60006 23122 18353 151285 2072 4370 68802 98134 35662 54924 61379 40586 8049 60109 27486 29371 19876 4520 41865 internal_value=-9.99863e-07 -0.00912228 0.0201815 -0.0163251 0.0147608 0.0379936 -0.00140118 -0.0205812 0.0341923 0.0110473 0.0212425 0.0102425 0.0385914 -0.00424473 -0.00346698 0.0543661 -0.00418275 -0.0121659 0.00290085 -0.0108758 0.0196458 -0.0226085 0.0120203 0.0299112 -0.000796487 0.0144468 0.0234251 -0.0171418 0.00179863 0.00507696 internal_weight=1.33056e+06 916399 414158 474112 317527 96631 442287 234327 78423 201872 115655 184777 38679 266281 234117 18208 215764 239785 176006 170983 93236 147355 124771 39744 64479 68072 38312 86972 144519 46385 internal_count=1330557 916399 414158 474112 317527 96631 442287 234327 78423 201872 115655 184777 38679 266281 234117 18208 215764 239785 176006 170983 93236 147355 124771 39744 64479 68072 38312 86972 144519 46385 cat_boundaries=0 1 2 3 cat_threshold=2080 2080 2272 is_linear=0 shrinkage=0.05 Tree=18 num_leaves=31 num_cat=4 split_feature=12 12 12 12 12 12 12 12 12 126 127 17 127 8 4 67 136 108 17 8 4 17 28 136 25 8 136 8 8 136 split_gain=88441.6 17633.4 15112.7 2739.71 2724.47 2440.79 2074.79 643.328 529.372 500.016 493.135 476.268 462.625 422.496 416.653 394.682 381.626 366.662 361.063 333.862 321.75 318.615 314.298 306.651 427.865 316.353 299.523 365.241 298.319 284.879 threshold=2.2150000333786015 1.435000002384186 3.3349999189376835 4.2850000858306894 1.0649999976158144 2.6950000524520878 1.7749999761581423 5.5950000286102304 0.78499999642372142 -0.52247866988182057 0.63605400919914257 11.775000095367433 1.0000000180025095e-35 10.449999809265138 4.2500000000000009 38.835000991821296 0 0.25588314235210424 10.960000038146974 10.550000190734865 7.7500000000000009 18.219999313354496 1012.5499877929689 1 291.50000000000006 7.3500001430511483 2 11.650000095367433 6.7500000000000009 3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2 1 left_child=1 4 5 10 8 12 18 22 -1 20 13 23 14 -4 -2 21 -6 -18 -3 -13 -7 26 -5 -8 -25 -26 -11 -28 -14 -30 right_child=2 6 3 7 16 9 11 -9 -10 15 -12 19 28 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31 leaf_value=-0.023583825188561797 0.0083017621236630822 -0.0072359745678791656 0.02924531815830881 0.051074396707420214 -0.015272860901801404 0.019927399054659203 -0.0094949124456835121 0.06544199852535057 -0.018225637402180885 0.012142360238274599 0.025608542546596377 0.0031149010693785062 0.0038918406476118684 0.039295144510591157 0.017164042910143808 0.0086939903273653436 -0.0039710527232953569 -0.011639683649683819 -0.0031264063860462496 0.012263447487945171 0.031799606931262561 0.035155426526908735 0.039909216976505554 0.0064503424650903009 -0.0039713918134538333 0.0013876100162683617 0.016276178008304623 0.023620021554898011 -0.0051482564453505415 0.0097626009932647497 leaf_weight=66764 24618 117851 25949 10264 68929 14259 8638 4124 148906 21729 40121 79202 39057 17518 28752 13547 17362 152489 97804 11409 9515 2574 16333 22850 50745 60219 48453 26024 3333 81219 leaf_count=66764 24618 117851 25949 10264 68929 14259 8638 4124 148906 21729 40121 79202 39057 17518 28752 13547 17362 152489 97804 11409 9515 2574 16333 22850 50745 60219 48453 26024 3333 81219 internal_value=-9.38138e-07 -0.0088686 0.0187384 0.0342987 -0.0158108 0.0130572 -0.0018377 0.0470671 -0.0198843 0.0180915 0.0296059 0.00143279 0.00918568 0.0332956 0.0130761 0.0166972 -0.0121315 -0.0108552 -0.0053722 0.00426681 0.024679 0.0177948 0.044218 -0.000369875 0.00021986 -0.00106312 0.0173303 0.0188398 0.00750592 0.00917537 internal_weight=1.33056e+06 903168 427389 114309 454450 313080 448718 30721 215670 136101 83588 233063 176979 43467 53370 112327 238780 169851 215655 90611 23774 98780 26597 142452 133814 110964 96206 74477 123609 84552 internal_count=1330557 903168 427389 114309 454450 313080 448718 30721 215670 136101 83588 233063 176979 43467 53370 112327 238780 169851 215655 90611 23774 98780 26597 142452 133814 110964 96206 74477 123609 84552 cat_boundaries=0 1 2 3 4 cat_threshold=2080 2080 2272 2080 is_linear=0 shrinkage=0.05 Tree=19 num_leaves=31 num_cat=4 split_feature=12 12 12 12 12 12 12 12 16 16 8 8 126 126 16 16 136 80 136 8 136 16 4 82 82 16 28 136 24 12 split_gain=79974.2 17654.8 11893.6 3735.73 2264.19 2033.62 1286.28 914.366 641.005 559.682 566.135 522.047 468.743 460.199 455.363 417.905 368.767 342.885 335.454 330.774 328.593 327.395 324.181 318.571 307.413 293.182 273.98 273.183 362.6 254.585 threshold=2.0349999666213994 3.0749999284744267 1.2749999761581423 3.9650000333786015 2.4150000810623173 1.6250000000000002 0.91500002145767223 4.8350000381469735 14.039999961853029 16.335000038146976 10.550000190734865 10.050000190734865 -1.0000000180025095e-35 -0.043617725372314446 11.775000095367433 11.269999980926515 0 283.47892761230474 1 9.1500000953674334 2 10.960000038146974 4.6499998569488534 290.68185424804693 263.85218811035162 18.219999313354496 1018.0499877929689 3 289.50000000000006 6.0650000572204599 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 1 2 2 2 2 2 2 1 2 2 left_child=2 4 6 9 14 21 -1 24 11 10 17 -6 -12 -13 -2 27 -14 26 -8 -16 -15 -4 -17 29 -5 -10 -3 -7 -29 -9 right_child=1 3 5 7 8 15 18 23 25 -11 12 13 16 20 19 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.020672518132321106 0.0029668759272149996 0.02630083116857513 -0.0096417083028593822 0.039987462394819158 0.0090863919977007459 -0.010786458463286065 -0.016300535925784627 0.052422794118462138 0.017697795843151228 0.037503559955294384 0.036418610963787838 0.025397932393759572 0.01636937097451235 0.016251397256986783 0.0062240782608628227 -0.0015558614880788846 0.027512446843178259 0.013905131752036174 -0.012386490647874414 0.014196846437759295 0.0085316453094947363 -0.0058350520716076489 0.0039512234908025239 0.037061561988733664 0.030156677301414126 0.032496952327976017 0.017472566949276836 0.0044515181901139877 -0.0035744090380914564 0.073118077245293095 leaf_weight=129151 101334 20250 123224 23165 84466 10823 112442 8848 29368 7382 10621 9157 10250 36767 51651 57077 28174 17357 107690 17389 22192 104288 50249 2845 12109 3777 15527 16252 104946 1786 leaf_count=129151 101334 20250 123224 23165 84466 10823 112442 8848 29368 7382 10621 9157 10250 36767 51651 57077 28174 17357 107690 17389 22192 104288 50249 2845 12109 3777 15527 16252 104946 1786 internal_value=-8.94221e-07 0.0154394 -0.0097329 0.0293316 0.00926322 -0.00451207 -0.0167112 0.0408455 0.0130818 0.024208 0.0232475 0.0117128 0.0271213 0.0149696 0.00510051 -0.0012947 0.0245513 0.0196718 -0.0143871 0.00823217 0.0133499 -0.0078968 0.0010225 0.0519227 0.0366127 0.0193842 0.0224694 -0.00317846 -0.00249797 0.0558986 internal_weight=1.33056e+06 514415 816142 158314 356101 466859 349283 48753 185727 109561 102179 152582 49045 68116 170374 239347 38424 53134 220132 69040 58959 227512 107326 13479 35274 33145 35777 132021 121198 10634 internal_count=1330557 514415 816142 158314 356101 466859 349283 48753 185727 109561 102179 152582 49045 68116 170374 239347 38424 53134 220132 69040 58959 227512 107326 13479 35274 33145 35777 132021 121198 10634 cat_boundaries=0 1 2 3 4 cat_threshold=2276 2144 1819 2080 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=31 num_cat=4 split_feature=12 12 12 12 12 12 12 16 12 16 12 16 8 127 4 127 8 12 12 126 4 125 67 136 136 136 127 136 8 127 split_gain=72183.2 13691.3 13083.6 2370.58 2091.86 1921.67 1792.82 540.409 525.666 492.882 491.477 461.387 437.952 472.081 436.246 539.445 403.319 375.549 367.139 353.69 335.489 349.746 315.56 296.584 286.884 281.232 274.233 268.915 258.878 255.359 threshold=2.1750000715255742 1.3949999809265139 3.2949999570846562 4.2850000858306894 2.6550000905990605 1.0149999856948855 1.7450000047683718 17.029999732971195 5.305000066757203 14.550000190734865 3.6450001001358037 18.219999313354496 7.3500001430511483 -0.043617725372314446 4.6499998569488534 -0.16504132002592084 11.750000000000002 0.72500002384185802 1.2050000429153445 -0.043617725372314446 4.7500000000000009 -0.53727915883064259 46.694999694824226 0 1 2 0.38266885280609136 3 10.84999990463257 -0.16504132002592084 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 2 1 2 2 left_child=1 5 4 10 7 17 20 12 29 16 -4 14 -2 -14 -8 -16 26 -1 -7 -18 -3 -22 -12 -21 -17 -15 -6 -23 -11 -5 right_child=2 6 3 8 9 18 11 -9 -10 28 22 -13 13 25 15 24 19 -19 -20 23 21 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.022517231644741446 0.0042035451618865557 -0.0072309770918071031 0.022692793471225652 0.045548238737745494 0.01568956294612309 -0.013738410559909452 -0.0019956743291373018 0.01995260017322624 0.055419734555687453 0.019177789773543341 0.03200642258540419 0.018374222282648005 0.017449757520908583 -0.0058561636286341388 0.010232735367670602 -0.0078552026365027259 0.029442952947081776 -0.017240742037382333 -0.0098455586693255367 0.020189187217682893 0.0051336377452004395 -0.0095157545774855901 0.02096001973345751 0.010676817739011107 0.0018237065778662067 0.0084226225713232 0.0094625353525037443 -0.0029442638607039876 0.030832725581638798 0.035042073980527132 leaf_weight=44250 74934 119583 44230 9613 30353 117977 96508 8569 6326 23034 37500 3694 14964 3598 18952 8246 6052 141740 124464 20278 10882 19760 7812 13903 105357 81150 42349 73425 6007 14519 leaf_count=44250 74934 119583 44230 9613 30353 117977 96508 8569 6326 23034 37500 3694 14964 3598 18952 8246 6052 141740 124464 20278 10882 19760 7812 13903 105357 81150 42349 73425 6007 14519 internal_value=8.7846e-06 -0.00825347 0.0164304 0.0305408 0.0112235 -0.0146729 -0.00222754 0.00769332 0.0425903 0.015779 0.0264421 0.000844282 0.00709182 0.00926237 0.000561584 0.00242342 0.0142851 -0.0184961 -0.0117399 0.0183017 -0.00542444 -0.00334856 0.030102 0.0163291 0.00112062 0.00781672 0.0120623 -0.00433909 0.0215886 0.0392272 internal_weight=1.33003e+06 884838 445191 120000 325191 428431 456407 183215 30458 141976 89542 232757 174646 99712 229063 132555 112935 185990 242441 40233 223650 104067 45312 34181 113603 84748 72702 93185 29041 24132 internal_count=1330029 884838 445191 120000 325191 428431 456407 183215 30458 141976 89542 232757 174646 99712 229063 132555 112935 185990 242441 40233 223650 104067 45312 34181 113603 84748 72702 93185 29041 24132 cat_boundaries=0 1 2 3 4 cat_threshold=1819 2080 2080 6176 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=31 num_cat=1 split_feature=12 12 12 12 12 12 12 12 16 16 16 127 16 4 110 136 4 126 4 25 4 16 4 38 28 4 17 125 4 23 split_gain=65192.5 14314.6 9806.53 3223.39 1798.45 1765.71 1010.17 812.505 508.304 465.412 458.252 454.152 428.163 400.699 376.239 420.272 342.53 379.023 341.582 324.926 316.151 308.367 325.684 304.531 295.31 280.053 268.7 266.529 264.03 258.62 threshold=2.0349999666213994 3.054999947547913 1.2649999856948855 3.8850001096725468 2.4750000238418584 1.575000047683716 0.89499998092651378 4.8350000381469735 18.219999313354496 17.029999732971195 14.550000190734865 0.58068084716796886 11.269999980926515 5.3500001430511483 0.27137514948844915 0 5.8500001430511483 -0.043617725372314446 7.5499999523162851 278.50000000000006 7.0499999523162851 18.219999313354496 7.5499999523162851 15.949999809265138 1019.2500000000001 7.8500001430511483 10.405000209808351 -0.46173103153705591 6.2500000000000009 7.6250000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 6 8 9 26 -1 19 11 14 16 13 25 -3 15 -2 -6 -18 -16 -5 -13 22 -14 28 -9 -7 -4 -27 -8 -20 right_child=1 3 5 7 10 12 23 24 -10 -11 -12 20 21 -15 18 -17 17 -19 29 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.018938588744646184 -0.0083753318895296407 0.018707033128443205 -0.0095679599336570068 0.040567319478823582 0.0075884220447770268 -0.0046582763445072338 -0.012746010389060706 0.050948974061382372 0.042965097053205274 0.016157203393829152 0.017945748550976425 0.012274326211267859 -0.00094617151413789935 0.028005114831112413 0.0017411125971646116 0.012827903801393837 0.020855506359448692 0.011471175000354187 0.0053279894514839865 0.030176503705303899 0.020250825393570298 0.014500683792557279 0.0059518436796129467 -0.01572343124060626 0.033236428391013283 0.015383609797865331 -0.005919269577388522 -0.00089649377150592072 -0.0066564669152787033 0.015394867569984379 leaf_weight=118947 2631 19349 95617 9934 47662 105494 123704 10300 2629 8979 28687 18333 96796 28884 95756 20667 12701 70394 57250 31007 38532 3936 20786 79455 3050 2678 106839 41060 20792 7180 leaf_count=118947 2631 19349 95617 9934 47662 105494 123704 10300 2629 8979 28687 18333 96796 28884 95756 20667 12701 70394 57250 31007 38532 3936 20786 79455 3050 2678 106839 41060 20792 7180 internal_value=8.35099e-06 0.0139579 -0.00877612 0.0262562 0.00829583 -0.00411047 -0.0152148 0.0361906 0.0212495 0.00504244 0.012223 0.0207063 -0.00146936 0.0242751 0.00449853 0.0104354 0.0109674 0.0129056 0.00363505 0.0326978 0.0176792 0.000734081 0.000273251 -0.013237 0.0469023 -0.0032636 -0.00764249 0.000100308 -0.0118698 0.00644983 internal_weight=1.33003e+06 513925 816104 162018 351907 473206 342898 54291 107727 192463 159444 105098 270750 48233 183484 23298 130757 83095 160186 40941 56865 121518 117582 223951 13350 149232 202456 43738 144496 64430 internal_count=1330029 513925 816104 162018 351907 473206 342898 54291 107727 192463 159444 105098 270750 48233 183484 23298 130757 83095 160186 40941 56865 121518 117582 223951 13350 149232 202456 43738 144496 64430 cat_boundaries=0 1 cat_threshold=2080 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=31 num_cat=3 split_feature=12 12 12 12 12 12 12 136 16 16 15 12 28 108 127 136 15 4 136 67 126 4 83 4 38 4 113 12 19 16 split_gain=58954.6 13112.5 9167.63 2325.24 1714.72 1380.62 1336.46 527.815 507.489 419.598 397.35 397.238 383.06 378.263 352.444 337.878 479.501 334.897 335.855 331.773 331.171 322.224 314.125 311.65 304.451 326.215 304.258 298.091 286.76 274.07 threshold=2.2849999666213994 1.4950000047683718 3.495000004768372 1.1250000000000002 2.8750000000000004 4.4049999713897714 1.9149999618530276 0 13.344999790191652 17.029999732971195 1.825000047683716 5.5950000286102304 1012.3500061035157 -0.37628263235092158 0.58068084716796886 1 1.325000047683716 7.0499999523162851 2 48.094999313354499 0.47714059054851538 5.9500000476837167 284.77751159667974 7.7500000000000009 15.949999809265138 5.6499998569488534 -0.8703225553035735 0.6850000023841859 9.5450000762939471 18.219999313354496 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 7 8 12 13 27 17 14 28 -7 22 -3 21 -15 -17 -2 -19 29 -20 -6 -4 -10 25 -5 -18 -1 -8 -14 right_child=2 6 5 24 9 11 10 -9 23 -11 -12 -13 19 15 -16 16 26 18 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.021914189683946511 0.0050254235420047512 0.007261441746474433 0.03492906229458892 -0.00918525307039883 0.015085615943723055 0.037140520344263551 0.0015199225887059134 -0.01233399691647386 0.011127542146508289 0.029227365377987161 0.0013650262342602018 0.054240802878283867 0.024734636558412817 -0.008354603418303309 0.013655834800267786 0.0048848077064622304 -0.00079971405284022371 -0.0064764436598166971 0.017125061154712545 0.014119831373108131 0.0088358250281672587 0.023650574783920252 0.019900123066052443 0.020071227629414157 -0.011871119320787155 -0.0043931509023374081 -0.0048231347508076901 -0.016382163067107141 0.0097804041086523592 0.048053818883915259 leaf_weight=29202 66528 8866 16600 127581 20956 21393 16544 77319 37771 6568 136937 4037 37353 28660 58709 19581 75226 3015 15176 7642 58484 23070 4398 13125 64211 49212 125179 146594 28788 1304 leaf_count=29202 66528 8866 16600 127581 20956 21393 16544 77319 37771 6568 136937 4037 37353 28660 58709 19581 75226 3015 15176 7642 58484 23070 4398 13125 64211 49212 125179 146594 28788 1304 internal_value=7.93512e-06 -0.00684799 0.0161712 -0.0124374 0.0119662 0.0299302 -0.000567976 -0.0157843 0.00914542 0.0169752 0.00270823 0.0398552 0.0261798 -0.0028869 0.0161919 -0.00324876 -0.00258307 0.00762124 0.00987353 0.0236394 0.0105422 0.0195737 0.0317813 0.0134339 -0.00892232 -0.00785133 -0.00331286 -0.0173001 0.00676573 0.0255213 internal_weight=1.33003e+06 933900 396129 494119 303402 92727 439781 253115 194099 109303 182269 25430 67297 257512 102735 248646 219986 143203 76675 46299 73660 44026 20998 50896 241004 176793 200405 175796 45332 38657 internal_count=1330029 933900 396129 494119 303402 92727 439781 253115 194099 109303 182269 25430 67297 257512 102735 248646 219986 143203 76675 46299 73660 44026 20998 50896 241004 176793 200405 175796 45332 38657 cat_boundaries=0 1 2 3 cat_threshold=2144 2080 2080 is_linear=0 shrinkage=0.05 Tree=23 num_leaves=31 num_cat=5 split_feature=12 12 12 12 12 12 12 26 109 79 110 136 136 109 67 8 12 8 19 8 136 108 136 26 136 4 126 79 12 79 split_gain=53216.8 10109.7 9698.47 1677.86 1644.47 1438.04 1353.97 435.068 399.187 483.838 394.025 386.499 381.373 615.01 381.063 345.781 329.346 327.161 306.539 301.171 298.148 334.637 295.296 299.958 292.014 274.947 266.483 255.999 248.825 227.211 threshold=2.1750000715255742 1.3949999809265139 3.3349999189376835 2.6750000715255742 4.2850000858306894 1.0049999952316286 1.7450000047683718 282.50000000000006 0.016282914206385616 13.434999942779543 0.27846920490264898 0 1 0.29973122477531439 48.094999313354499 9.7500000000000018 3.7649999856948857 10.650000095367433 11.269999980926515 7.6499998569488534 2 0.22537442296743396 3 301.50000000000006 4 6.5499999523162851 -0.026175950653851029 11.484999656677248 5.5950000286102304 9.7650003433227557 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 1 2 1 2 1 2 2 2 2 2 left_child=1 5 3 10 14 24 22 28 -5 19 11 -2 -8 25 16 29 -4 27 -19 -10 -7 -22 23 -3 -1 -14 -17 -12 -6 -15 right_child=2 6 4 8 7 20 12 -9 9 -11 17 -13 13 15 -16 26 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.017368125459998121 -0.0083973313567556589 -0.00010975603197149922 0.021729387308502351 0.021151183040359678 0.041029689476357746 -0.012645197422833135 -0.0063453879139457412 0.032075274195056507 0.011485565161442231 0.0085138305020344539 0.0058910304650337071 0.014301285020922348 0.0055193421093413563 0.00040627840268764401 0.014885481960557875 0.017353636172879439 0.028685160471281008 0.0062857244263455452 0.014316179971794725 0.017596134760869089 -0.0021226670241162263 -0.0096676734463665079 -0.0063669274213924145 -0.0055065465461307406 -0.013011735432478067 0.017355675117926957 0.002922824169527315 0.00073300445199566148 0.060631504561067466 -0.0040008494844513661 leaf_weight=123654 2036 53203 43501 16682 9216 80306 17454 19278 33984 41634 75755 23380 17788 97655 12189 3428 27953 34714 18069 49588 16271 151804 120555 49892 56396 6775 47909 35248 1964 41748 leaf_count=123654 2036 53203 43501 16682 9216 80306 17454 19278 33984 41634 75755 23380 17788 97655 12189 3428 27953 34714 18069 49588 16271 151804 120555 49892 56396 6775 47909 35248 1964 41748 internal_value=7.52815e-06 -0.0070867 0.0141076 0.00977532 0.0266788 -0.0126029 -0.00190858 0.0366261 0.0138855 0.0129175 0.00669295 0.0124853 0.000760933 0.00133725 0.0230566 0.000378345 0.0244505 0.00579411 0.00903476 0.0151113 -0.0101366 -0.00893672 -0.00468679 -0.00272123 -0.0160053 0.00878406 0.00388643 0.00425315 0.0444732 -0.000913555 internal_weight=1.33003e+06 884838 445191 331090 114101 428431 456407 30458 141888 125206 189202 25416 232757 215303 83643 190740 71454 163786 52783 83572 248381 168075 223650 103095 180050 24563 51337 111003 11180 139403 internal_count=1330029 884838 445191 331090 114101 428431 456407 30458 141888 125206 189202 25416 232757 215303 83643 190740 71454 163786 52783 83572 248381 168075 223650 103095 180050 24563 51337 111003 11180 139403 cat_boundaries=0 1 2 3 4 5 cat_threshold=2080 2080 2080 926 2080 is_linear=0 shrinkage=0.05 Tree=24 num_leaves=31 num_cat=2 split_feature=12 12 12 12 12 12 12 12 16 16 8 4 125 15 19 16 4 125 127 136 127 6 19 15 136 16 67 31 4 38 split_gain=48125.8 10909.6 7026.74 2473.47 1361.75 1261.59 727.318 629.246 490.976 450.866 438.809 390.845 423.535 381.204 377.283 371.402 380.692 352.421 335.535 318.303 315.67 293.849 284.272 281.898 278.695 263.839 262.684 250.888 238.369 228.986 threshold=2.0149999856948857 3.0349999666213994 1.2549999952316286 3.8850001096725468 2.3950001001358037 1.575000047683716 0.89499998092651378 5.1150000095367441 18.219999313354496 16.335000038146976 12.550000190734865 5.2500000000000009 -0.07845610752701758 1.8849999904632571 11.775000095367433 17.029999732971195 4.8500001430511483 -0.43049471080303187 -0.16504132002592084 0 0.58068084716796886 6.3500001430511483 9.5450000762939471 2.435000061988831 1 18.219999313354496 46.694999694824226 1016.0499877929689 8.7500000000000018 15.449999809265138 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 left_child=2 4 6 9 13 27 -1 18 11 10 20 -6 -13 22 -12 16 -7 28 21 -14 -3 -5 -2 -21 -19 -15 -20 -4 -18 -8 right_child=1 3 5 7 8 15 29 -9 -10 -11 14 12 19 25 -16 -17 17 24 26 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.016325214756230829 0.0023462127866337233 0.018305281699599309 -0.0081485626254763251 0.025293193296706824 0.0063566737463582454 -0.003836438983682642 -0.010083734384542497 0.043570590518829957 0.027759604181504079 0.030103895758157737 0.017422655892504704 0.018211982781939549 0.0051753644632440308 0.0021130584020079874 0.028076128957089521 0.0073005497479921959 0.0040256831849888449 -0.00807066746810336 0.028114298749622169 0.015662693482663075 0.011610913185600086 0.039294828847805365 0.011039968301210892 0.0092293102582607662 1.9952945091155421e-06 0.020117855335901672 0.016687395726148736 -0.0046603253391697677 0.019557948530558502 -0.013372289838094102 leaf_weight=118947 14668 36141 116573 5710 64105 119333 126290 8577 3756 7352 19512 18247 26087 130240 14476 11740 10946 11918 22637 27093 34344 10901 26195 45833 103141 2067 6466 92411 3190 91133 leaf_count=118947 14668 36141 116573 5710 64105 119333 126290 8577 3756 7352 19512 18247 26087 130240 14476 11740 10946 11918 22637 27093 34344 10901 26195 45833 103141 2067 6466 92411 3190 91133 internal_value=7.13301e-06 0.0117957 -0.00766643 0.0223871 0.00688515 -0.00371289 -0.0131818 0.0311434 0.00986647 0.0181358 0.0172936 0.00949591 0.0112121 0.00369807 0.0219601 -0.00138977 -0.00180028 8.04511e-05 0.0288118 0.00992211 0.0150434 0.0344818 0.0079193 0.0116178 -0.000834886 0.00239434 0.0255755 -0.00660609 0.00753077 -0.0114621 internal_weight=1.33003e+06 524407 805622 166116 358291 469252 336370 54291 185121 111825 104473 181365 117260 173170 33988 260268 248528 129195 45714 99013 70485 16611 40863 72926 115059 132307 29103 208984 14136 217423 internal_count=1330029 524407 805622 166116 358291 469252 336370 54291 185121 111825 104473 181365 117260 173170 33988 260268 248528 129195 45714 99013 70485 16611 40863 72926 115059 132307 29103 208984 14136 217423 cat_boundaries=0 1 2 cat_threshold=6368 2080 is_linear=0 shrinkage=0.05 Tree=25 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 16 16 28 82 16 16 28 8 126 16 8 56 16 15 8 126 15 56 8 125 16 19 81 split_gain=43397.9 9467.09 6581.17 1664.25 1571.47 1214.62 704.285 487.309 485.961 499.903 482.571 414.803 343.455 354.634 334.943 326.746 323.925 307.802 307.284 301.697 292.078 281.129 249.23 238.678 229.419 227.612 235.693 218.163 217.454 216.453 threshold=2.0449999570846562 3.2350000143051152 1.2649999856948855 2.5749999284744267 4.4049999713897714 1.6449999809265139 0.88499999046325695 12.309999942779543 18.219999313354496 1015.7500000000001 287.84295654296881 15.405000209808351 18.219999313354496 1016.1499938964845 9.8499999046325701 -0.043617725372314446 11.269999980926515 10.750000000000002 247.77606201171878 18.219999313354496 1.5249999761581423 10.949999809265138 -0.50751903653144825 3.0449999570846562 234.05584716796878 7.4500000476837167 -0.50751903653144825 14.550000190734865 15.405000209808351 283.95654296875006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 7 8 18 -1 17 9 10 -3 14 13 -6 29 -16 -7 -2 25 21 -18 -9 -19 -11 -8 -4 -27 -20 -13 -5 right_child=1 4 5 11 12 16 24 19 -10 23 -12 28 -14 -15 15 -17 20 22 27 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.015619523158294646 0.0014204998548948281 0.026535754569825883 -0.0078975191481286452 0.010304341329019251 0.037959751265370496 -0.002418339259305095 -0.011616886471035627 0.0059520726290110335 0.041585909898929074 0.021711055673443551 0.015603611079049035 0.024965061707609659 0.059501404386990878 0.025626508695127309 0.02137113427180343 0.011605303124340667 0.0075002704711176335 0.017621569276466627 -0.0041753055483885705 0.021186714970359899 0.00019984140581861729 0.015164697838825009 0.0051399704223838195 0.014247190058307439 -0.0077213523344709326 0.0062266210461994365 -0.0051110170412396391 0.0033320113106576053 0.013616643967779007 0.0047497759974368956 leaf_weight=113671 98691 35638 131687 46570 14302 127945 181722 58886 2640 15117 14084 7731 1281 9838 10110 56051 16228 4382 47185 4115 87972 9636 45812 36748 47720 5039 50762 12174 9298 28135 leaf_count=113671 98691 35638 131687 46570 14302 127945 181722 58886 2640 15117 14084 7731 1281 9838 10110 56051 16228 4382 47185 4115 87972 9636 45812 36748 47720 5039 50762 12174 9298 28135 internal_value=-1.13048e-05 0.0114614 -0.00711543 0.00747556 0.0231259 -0.00332915 -0.0124011 0.00467983 0.0204073 0.0198569 0.0234392 0.0113979 0.0342723 0.0329335 0.0105069 0.0130976 -0.000732816 0.00304181 -0.00577085 0.00803728 0.0013368 0.00724761 0.00622963 0.0164227 -0.0108067 -0.00676347 -0.00408719 -0.00263562 0.0187687 0.00821241 internal_weight=1.33117e+06 509065 822105 379417 129648 478992 343113 221522 104227 101587 49722 157895 25421 24140 140866 66161 232145 148885 246847 72637 104200 68522 50194 51865 229442 187488 55801 59359 17029 74705 internal_count=1331170 509065 822105 379417 129648 478992 343113 221522 104227 101587 49722 157895 25421 24140 140866 66161 232145 148885 246847 72637 104200 68522 50194 51865 229442 187488 55801 59359 17029 74705 is_linear=0 shrinkage=0.05 Tree=26 num_leaves=31 num_cat=3 split_feature=12 12 12 12 12 12 12 16 136 15 28 14 16 83 80 17 136 26 83 8 17 8 8 28 12 4 125 16 15 136 split_gain=39254 8185.7 6570.59 1592.3 1328.91 957.511 812.628 456.553 406.288 364.837 360.87 351.038 343.441 316.325 311.817 294.082 287.647 360.742 287.062 280.515 279.739 269.923 268.637 255.299 249.103 235.071 229.205 226.53 222.087 222.041 threshold=2.245000004768372 1.4950000047683718 3.495000004768372 1.1250000000000002 2.8750000000000004 4.6349999904632577 1.8650000095367434 13.344999790191652 0 2.8649998903274541 1015.7500000000001 1.7849999666213991 18.219999313354496 288.58457946777349 270.39700317382818 10.405000209808351 1 299.50000000000006 283.73699951171881 10.449999809265138 10.960000038146974 10.150000095367433 8.2500000000000018 1017.4500122070314 0.60500001907348644 6.8500001430511483 -0.47714059054851526 18.219999313354496 2.3750000000000004 2 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=1 3 4 8 7 10 20 16 24 29 13 -8 -12 -4 23 -5 -2 28 -7 27 -3 -19 -17 -11 -1 -22 -24 -9 -18 -6 right_child=2 6 5 15 9 18 11 19 -10 14 12 -13 -14 -15 -16 22 17 21 -20 -21 25 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.020541301809529136 -0.0068996578727340829 -0.0042684520047380986 0.02815310120751216 -0.0091148306592004746 0.011454902441342826 0.038163244819357116 0.0063516842027291423 0.0081571479935544141 -0.0098994277630380101 0.017901936409926891 0.017616874414186776 0.00073615398648232033 0.043357960706985721 0.017489546965937176 0.0073305776512278308 -0.0065522942348052761 0.012944214918528081 0.0017018865177796914 0.022864369340029868 0.018154216130584915 -0.0020347842545822585 0.0070508461300553497 0.014858979769190157 0.0096319257840753441 -0.013687640860611239 0.0036937858033791074 -0.0021240388230565109 0.02135966712401503 0.006619266851985996 0.019481505741389515 leaf_weight=14447 4396 125899 27888 112055 11867 14116 33696 40553 77602 21868 36132 159862 1344 9265 26736 110448 23378 51084 3917 10957 80434 43814 2260 16279 161072 23037 16429 3532 34156 32647 leaf_count=14447 4396 125899 27888 112055 11867 14116 33696 40553 77602 21868 36132 159862 1344 9265 26736 110448 23378 51084 3917 10957 80434 43814 2260 16279 161072 23037 16429 3532 34156 32647 internal_value=-1.07395e-05 -0.00577862 0.0127705 -0.0101477 0.00938734 0.0245004 -0.000672116 0.00707659 -0.0129178 0.0138626 0.0220019 0.00171375 0.01854 0.0254939 0.0114709 -0.00724056 0.00570155 0.00606501 0.0348401 0.0109944 -0.00268547 0.00417148 -0.00561421 0.0143728 -0.014251 -0.000759363 -7.03376e-05 0.00921491 0.00918931 0.0173486 internal_weight=1.33117e+06 917241 413929 494313 321267 92662 422928 211870 253121 109397 74629 193558 37476 37153 64883 241192 156828 152432 18033 55042 229370 94898 129137 38147 175519 103471 18689 44085 57534 44514 internal_count=1331170 917241 413929 494313 321267 92662 422928 211870 253121 109397 74629 193558 37476 37153 64883 241192 156828 152432 18033 55042 229370 94898 129137 38147 175519 103471 18689 44085 57534 44514 cat_boundaries=0 1 2 3 cat_threshold=2144 2080 2272 is_linear=0 shrinkage=0.05 Tree=27 num_leaves=31 num_cat=2 split_feature=12 12 12 12 12 12 12 15 136 16 28 15 14 136 15 109 83 16 8 23 80 19 28 15 8 16 16 28 8 8 split_gain=35457.9 8044.35 5467.99 1571.43 1111.42 793.501 780.823 414.259 381.937 354.905 400.324 331.838 315.354 296.943 462.672 319.058 293.103 289.766 286.467 310.348 284.598 282.986 242.012 238.734 236.971 236.126 228.177 219.539 219.313 209.63 threshold=2.304999947547913 1.5249999761581423 3.554999947547913 1.1349999904632571 2.935000061988831 4.8350000381469735 1.9450000524520876 2.1750000715255742 0 18.219999313354496 1015.9500122070314 2.8649998903274541 1.7849999666213991 1 1.3849999904632571 0.2315827086567879 288.14309692382818 10.405000209808351 11.050000190734865 8.5850000381469744 271.44779968261724 9.5450000762939471 1017.9500122070314 0.90500000119209301 8.8499999046325701 11.775000095367433 12.309999942779543 1019.2500000000001 9.1500000953674334 9.5500001907348651 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 8 7 9 13 21 23 10 16 -6 -8 -3 -15 28 -4 -5 26 -20 22 -2 -13 -1 -19 -14 -9 -7 -16 -17 right_child=2 6 5 17 11 27 12 18 -10 -11 -12 20 25 14 15 29 -18 24 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.015269735517642323 0.0061449451743411975 -0.0068256330772565703 0.027407519528025472 -0.0084854057422493519 0.017427176613336315 0.038541542832711245 0.0079300929791182757 0.002699065149183685 -0.0093500286391791764 0.042847979125804986 0.017284694029613318 0.017551182072818163 -2.6633712429055085e-05 0.0049413854975374526 0.0020228686048429701 -0.0036300390783434704 0.016999156573963805 -0.0058181701028567345 0.0083278303768840704 0.024230039168129176 0.0074898734868759816 0.014120299306861728 0.0093698641811223501 -0.011611244152709123 0.00095860630869127694 0.004000855442308447 0.0073192130953680656 0.023339657242774328 0.018236740010673241 0.00060359382029932405 leaf_weight=92039 16970 27896 27492 117972 38969 10330 22335 60816 80964 1949 33655 22879 91929 25819 15453 147102 8971 121661 39016 3330 25572 32279 14943 86498 14430 60241 47672 3084 2411 36493 leaf_count=92039 16970 27896 27492 117972 38969 10330 22335 60816 80964 1949 33655 22879 91929 25819 15453 147102 8971 121661 39016 3330 25572 32279 14943 86498 14430 60241 47672 3084 2411 36493 internal_value=-1.01972e-05 -0.00524346 0.0127145 -0.00946702 0.0095586 0.0238805 -0.000195354 0.00739064 -0.0122037 0.0218021 0.0212171 0.0137962 0.00238209 -0.00195798 -0.00136017 -0.00216784 0.0248467 -0.00667178 0.00609062 0.00957835 0.0115642 0.0113722 0.0143188 -0.0134965 -0.00509961 0.00156777 0.00472926 0.0350465 0.00421116 -0.00278852 internal_weight=1.33117e+06 943243 387927 513564 302446 85481 429679 200083 259501 72067 70118 102363 174505 255174 227278 201459 36463 254063 150834 42346 63394 49249 37822 178537 136091 152170 108488 13414 17864 183595 internal_count=1331170 943243 387927 513564 302446 85481 429679 200083 259501 72067 70118 102363 174505 255174 227278 201459 36463 254063 150834 42346 63394 49249 37822 178537 136091 152170 108488 13414 17864 183595 cat_boundaries=0 1 2 cat_threshold=2144 2080 is_linear=0 shrinkage=0.05 Tree=28 num_leaves=31 num_cat=5 split_feature=12 12 12 12 12 12 136 16 28 16 8 15 79 4 16 124 110 136 4 15 108 127 136 12 8 23 56 19 136 136 split_gain=32035.5 7425.57 4552.2 1782.7 888.371 854.312 491.227 442.807 428.516 417.025 433.804 365.245 346.875 343.96 322.256 318.601 318.539 338.948 309.632 298.948 282.249 270.084 249.884 248.872 243.34 252.303 239.062 238.944 236.534 236.28 threshold=2.0049999952316289 2.995000004768372 1.2250000238418581 3.9650000333786015 1.5649999976158144 2.3950001001358037 0 18.219999313354496 1012.3500061035157 16.335000038146976 10.650000095367433 2.2949999570846562 21.045000076293949 4.1499998569488534 18.219999313354496 -0.26722820103168482 0.3251646757125855 1 4.3500001430511483 0.95499998331069957 -0.23452983051538465 0.58068084716796886 2 5.305000066757203 12.150000095367433 8.5850000381469744 247.77606201171878 10.405000209808351 3 4 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 1 1 left_child=2 5 6 9 26 16 19 8 23 10 21 22 29 -8 18 -15 17 -2 -6 -1 -20 -3 -7 -5 -13 -26 -4 -24 -22 -12 right_child=1 3 4 7 14 11 13 -9 -10 -11 12 24 -14 15 -16 -17 -18 -19 20 -21 28 -23 27 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.014497535761461481 -0.0075238823017039413 0.014208368503236261 -0.0064871834532204816 0.028786939006362186 -0.003484291598742523 -0.0047849367255712932 -0.010690589068055877 0.049894353194544314 0.021461648257130005 0.025632737415198406 0.023035986348415027 0.0052865901730547969 0.011539508157827493 0.0040960275205251797 0.013272567136768901 -0.0071458653611372394 0.002082115407865313 0.010326054721827023 0.01009650500977239 -0.010320524356633574 -0.0065633646698926547 0.0076259416635167847 0.0079894673878827399 0.045205546649618671 0.0093028217183447129 0.028050560143402278 -0.0025804542569939741 0.015171678126701513 0.00022758884272429045 0.01468237405575307 leaf_weight=101948 3021 34514 171373 14612 111983 2263 88292 1882 29234 8351 23913 100510 17633 7311 3742 45686 153445 21970 6622 73876 14277 28412 19657 2741 24569 1936 50756 28184 125089 13368 leaf_count=101948 3021 34514 171373 14612 111983 2263 88292 1882 29234 8351 23913 100510 17633 7311 3742 45686 153445 21970 6622 73876 14277 28412 19657 2741 24569 1936 50756 28184 125089 13368 internal_value=-9.69346e-06 0.00952369 -0.00632059 0.0179661 -0.00326895 0.00537651 -0.0109767 0.0261168 0.0251562 0.0148355 0.0140703 0.0078365 0.0173177 -0.00877864 -0.00129514 -0.00559503 0.00293468 0.00816941 -0.00150646 -0.0127418 1.06817e-05 0.0112363 0.0114516 0.0313803 0.00641044 0.0106722 -0.0055945 0.0122181 -0.000468548 0.0200507 internal_weight=1.33117e+06 530215 800955 174660 483842 355555 317113 48469 46587 126191 117840 177119 54914 141289 261713 52997 178436 24991 257971 175824 145988 62926 50104 17353 127015 26505 222129 47841 139366 37281 internal_count=1331170 530215 800955 174660 483842 355555 317113 48469 46587 126191 117840 177119 54914 141289 261713 52997 178436 24991 257971 175824 145988 62926 50104 17353 127015 26505 222129 47841 139366 37281 cat_boundaries=0 1 2 3 4 5 cat_threshold=2080 2080 2080 2080 1819 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=31 num_cat=5 split_feature=12 12 12 12 12 12 12 136 15 12 67 15 15 136 26 109 108 17 65 8 24 136 4 65 109 136 136 19 125 19 split_gain=28929.5 6730.33 4379.17 1214.75 882.938 733.308 631.92 354.893 424.419 309.197 306.577 303.833 302.261 285.841 382.273 277.427 272.876 253.104 252.521 234.777 231.137 254.505 254.703 228.638 224.586 218.765 214.413 213.704 212.127 210.314 threshold=2.3249999284744267 1.5049999952316286 3.5849999189376835 1.1250000000000002 2.935000061988831 1.935000002384186 4.8350000381469735 0 2.1550000905990605 0.78499999642372142 49.555000305175788 1.7050000429153445 3.0449999570846562 1 300.50000000000006 0.11025300621986391 -0.48986668884754175 10.405000209808351 24.634999275207523 8.2500000000000018 276.50000000000006 2 13.150000095367433 37.145000457763679 0.29265600442886358 3 4 9.5450000762939471 -0.44618082046508784 10.960000038146974 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 1 2 2 2 left_child=1 3 4 9 7 13 10 -2 27 -1 20 26 29 -3 -15 -10 -14 -5 -17 -19 -4 -22 -23 -18 25 -13 -7 -9 -21 -6 right_child=2 5 6 17 12 11 -8 8 15 -11 -12 24 16 14 -16 18 23 19 -20 28 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.014001151917661298 -0.0057328840537220795 -0.0040484084332799482 0.027685558745884343 -0.0078805277447439211 0.011449525468794306 -0.0051824953797365639 0.031813429262479057 0.0066771562105038262 0.012520039157040566 -0.010041689853057499 0.012456683308130517 -0.0085828401167134527 0.023030986755110883 0.0018990948194263604 -0.0029499791035059401 0.0062652109825989677 0.010894325265825375 -0.0055462465061962936 0.00071190963079867419 0.014361126490798652 0.012789703056849719 0.020453825221749596 0.034875670035636033 0.0031322619424548081 0.00058934817015267435 0.0083223886277089959 0.0083129476716922376 0.014228041030518425 -0.0015514869313294777 0.017994411485638691 leaf_weight=67087 5468 99706 11764 115092 20887 3311 13414 14261 14296 186034 11391 2154 3716 77324 85680 105057 38892 113120 25425 2389 10134 31944 3386 12548 139606 16752 26258 27324 16982 29768 leaf_count=67087 5468 99706 11764 115092 20887 3311 13414 14261 14296 186034 11391 2154 3716 77324 85680 105057 38892 113120 25425 2389 10134 31944 3386 12548 139606 16752 26258 27324 16982 29768 internal_value=-9.19775e-06 -0.00466534 0.0116595 -0.00865543 0.00884038 -0.000233463 0.021888 0.00681786 0.00718602 -0.0110911 0.0199477 0.00214991 0.0125071 -0.00193978 -0.00064969 0.0059076 0.00994613 -0.00616527 0.00518313 -0.00467526 0.0214388 0.0198224 0.0218298 0.00900089 0.00128194 0.0063962 0.00680285 0.0116386 0.000410995 0.0152957 internal_weight=1.33117e+06 951495 379675 500704 297642 450791 82033 191831 186363 253121 68619 188081 105811 262710 163004 144778 55156 247583 130482 132491 57228 45464 35330 51440 158512 18906 29569 41585 19371 50655 internal_count=1331170 951495 379675 500704 297642 450791 82033 191831 186363 253121 68619 188081 105811 262710 163004 144778 55156 247583 130482 132491 57228 45464 35330 51440 158512 18906 29569 41585 19371 50655 cat_boundaries=0 1 2 3 4 5 cat_threshold=2080 7264 2276 2080 2080 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=31 num_cat=0 split_feature=12 12 12 12 12 12 12 16 16 12 26 16 126 4 15 16 109 67 4 15 4 125 4 125 37 4 15 16 4 12 split_gain=26289.2 5611.48 4254.79 991.152 809.862 734.447 644.919 339.791 326.123 303.465 302.378 295.207 265.244 286.881 251.637 242.886 237.217 277.651 230.016 224.337 220.577 224.877 220.422 350.612 213.072 217.306 205.161 204.669 193.238 190.913 threshold=2.2649999856948857 1.4750000238418581 3.4050000905990605 1.1449999809265139 4.4049999713897714 2.7150000333786015 1.8149999976158144 11.775000095367433 14.039999961853029 0.74500000476837169 281.50000000000006 18.219999313354496 0.64942333102226268 5.6499998569488534 2.1750000715255742 18.219999313354496 0.016282914206385616 40.495000839233406 8.1500000953674334 3.2649999856948857 8.8499999046325701 -0.38266885280609125 7.1499998569488534 -0.43049471080303187 15.449999809265138 3.9500000476837163 1.7250000238418581 17.029999732971195 4.6499998569488534 6.0650000572204599 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 9 12 11 22 20 16 -1 29 14 13 -4 -2 26 -7 -18 -10 -14 -8 -22 27 -24 25 -5 -9 -3 -16 -6 right_child=2 6 4 24 10 8 7 15 18 -11 -12 -13 19 -15 28 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.013871878437392571 0.0081508196355654199 -0.0038920518616492338 0.014501465499506769 -0.006595427729949495 0.031696361753373738 0.015414627468326794 -0.0014447913694281011 0.0080385844004237615 0.012280987791081076 -0.009591340208585146 0.022970069106412014 0.020640505655828891 0.01883094982547423 0.023094560179636091 0.0009200104149654578 0.015991982648533475 0.0091487352284205237 0.00093508697314844194 0.022218113854570287 0.010911734868645058 0.017043343456343018 0.0019592949044569658 0.013260204212308481 -0.0010376299293425562 -0.0081029795692431818 -0.0027137447882860811 0.0018940258299732324 0.0043930042271734873 0.005268873693688083 0.054254161621213298 leaf_weight=51318 45519 152602 16212 75991 8206 12740 104824 16948 22434 214346 16361 3082 14205 24228 39352 3825 85253 11701 7865 24141 2662 34413 4706 48241 70704 68608 68457 7837 72795 1059 leaf_count=51318 45519 152602 16212 75991 8206 12740 104824 16948 22434 214346 16361 3082 14205 24228 39352 3825 85253 11701 7865 24141 2662 34413 4706 48241 70704 68608 68457 7837 72795 1059 internal_value=1.80778e-05 -0.00463194 0.01064 -0.00837486 0.019336 0.00762091 -0.000582091 0.00124784 0.0102686 -0.0104182 0.0270572 0.00531505 0.0168246 0.0196497 0.00501547 0.00366543 0.00900032 0.00815746 0.0148605 0.0138454 -0.000272407 0.00304234 -0.00256418 0.000233181 -0.00585357 -0.00475368 0.00311337 -0.00348735 0.00374287 0.0342747 internal_weight=1.33064e+06 925482 405153 480967 104412 300741 444515 231129 139993 265664 25626 160748 78786 40440 157666 89230 109694 96954 30299 38346 141899 37075 213386 52947 215303 144599 85405 160439 112147 9265 internal_count=1330635 925482 405153 480967 104412 300741 444515 231129 139993 265664 25626 160748 78786 40440 157666 89230 109694 96954 30299 38346 141899 37075 213386 52947 215303 144599 85405 160439 112147 9265 is_linear=0 shrinkage=0.05 Tree=31 num_leaves=31 num_cat=2 split_feature=13 13 136 4 127 16 56 8 13 8 15 13 136 16 28 83 16 121 23 16 111 108 83 114 127 8 8 4 13 112 split_gain=21032.3 4451.21 3442.25 1770.57 1046.78 969.622 912.774 858.938 757.962 717.46 605.951 547.162 481.057 478.122 421.171 378.508 375.14 346.122 332.992 311.043 304.954 298.712 296.778 285.142 266.577 242.951 233.411 228.465 220.563 219.252 threshold=2.0449999570846562 3.3149999380111699 0 6.2500000000000009 -1.0000000180025095e-35 12.309999942779543 254.01362609863284 11.550000190734865 4.6549999713897714 12.150000095367433 1.0349999666213991 1.4650000333786013 1 18.219999313354496 1013.4500122070314 288.99476623535162 15.405000209808351 -0.30069434642791742 6.5050001144409189 17.029999732971195 -0.12556558102369306 0.33767944574356085 292.67036437988287 -0.82409480214118946 1.0000000180025095e-35 10.949999809265138 13.449999809265138 8.4499998092651385 6.0750000476837167 -0.88697704672813404 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 10 6 27 9 11 13 14 20 -1 -4 23 24 15 -3 21 -14 -6 26 -2 -8 28 -11 -7 -20 -16 -5 -10 -13 right_child=1 8 3 4 18 7 16 -9 22 12 -12 29 17 -15 19 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012155183734450965 0.0091442304036945237 0.022066817824288005 -0.0076561734486002234 0.0077698966693327161 -0.0014339330732067142 0.0094882894688360538 0.0031773393676810219 0.01805463316966003 0.026947700894552198 0.020049674125350948 -0.0072274531069466885 -0.00071621094966567347 0.00033155526014526626 0.02000912901172415 0.0096001571885615169 0.0099252627752904714 0.0080721303698105297 0.012877523348722728 0.0021423111600766 0.02388122460664846 0.0013148265447940665 -0.0034725099533571406 0.012909025536269514 0.0094542254304193357 0.0045366241702485448 0.012469990994595323 0.017017788570307179 0.018288843691425721 0.045795082640851872 -0.0048976798431350681 leaf_weight=131654 13441 27313 177663 13528 103831 43061 24599 20982 12420 8164 118572 47557 23217 6792 44489 8391 12095 7203 31157 5428 166503 53871 3427 28575 73703 6968 13925 8347 1774 91985 leaf_count=131654 13441 27313 177663 13528 103831 43061 24599 20982 12420 8164 118572 47557 23217 6792 44489 8391 12095 7203 31157 5428 166503 53871 3427 28575 73703 6968 13925 8347 1774 91985 internal_value=1.71739e-05 0.00800627 -0.00492902 -0.00278782 0.00160238 0.00544832 -0.00455175 0.00870126 0.0165564 0.00354559 -0.00981974 -0.00581577 0.00795567 0.00711289 0.0148644 0.0192134 -0.000124505 0.00330117 3.34764e-05 0.0124323 0.00189965 -0.0013879 0.0261149 0.0118055 0.00636273 0.00402987 0.0113684 0.0117837 0.0293033 -0.0034726 internal_weight=1.33064e+06 508808 821827 571601 163831 391641 407770 144538 117167 247103 250226 317205 67159 123556 99546 35704 90565 30420 141956 63842 179944 78470 17621 36739 116764 38125 58414 21875 14194 139542 internal_count=1330635 508808 821827 571601 163831 391641 407770 144538 117167 247103 250226 317205 67159 123556 99546 35704 90565 30420 141956 63842 179944 78470 17621 36739 116764 38125 58414 21875 14194 139542 cat_boundaries=0 1 2 cat_threshold=2080 1819 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=31 num_cat=5 split_feature=12 12 12 136 12 4 16 4 126 28 108 136 15 110 16 136 127 4 16 25 4 15 28 56 8 80 136 136 16 120 split_gain=21709.3 5008.48 3257.07 1011.87 708.374 556.543 518.257 515.956 633.974 485.433 446.189 399.573 379.387 335.135 334.448 310.093 326.563 316.471 293.018 285.495 274.662 274.069 252.627 249.84 238.618 225.702 206.834 186.06 184.12 172.72 threshold=2.3249999284744267 1.5349999666213991 3.6450001001358037 0 2.9550000429153447 3.9500000476837163 17.029999732971195 4.6499998569488534 -0.44618082046508784 1016.7500000000001 0.19933883845806125 1 0.98500001430511486 0.33132120966911321 18.219999313354496 2 0.53727915883064281 6.8500001430511483 18.219999313354496 289.50000000000006 9.0500001907348651 3.0449999570846562 1020.3500061035157 246.14627075195315 6.5499999523162851 269.31750488281256 3 4 11.775000095367433 -0.87878364324569691 decision_type=2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 1 2 2 left_child=1 3 4 12 14 23 9 18 20 19 -7 -10 -1 -13 15 -2 17 -17 28 27 -9 26 25 -5 -18 -23 -6 -4 -3 -19 right_child=2 7 6 5 21 10 -8 8 11 -11 -12 13 -14 -15 -16 16 24 29 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011868279719087627 -0.0060509211688487205 -0.0036956097357107656 0.010601928856982405 -0.0083743545551900733 0.0083387800179426409 0.0060628000762459663 0.031246405433563169 0.0057847486543093395 -0.006441301821579916 0.012795736284977733 -0.00398555410232966 0.0091180884799222407 -0.0077058085645645841 0.00067055329067156099 0.020405785527003579 0.0063039146639399914 0.00057751424772961558 0.032447156873171588 0.012046045128904271 0.017768182681678207 0.017389120990558907 0.013672610504515551 0.003379280611391867 -0.0033672856046831263 0.0057674771182197925 0.0061037017793558364 0.015684452518090447 0.027985968807562635 -0.00052512038910655298 0.012416040195240355 leaf_weight=115966 5428 101930 1753 131296 13049 12109 8221 22645 18664 27255 126039 12551 103688 181894 3959 45945 29763 1128 3644 22940 6581 25676 16010 30748 86549 15979 37004 15666 83144 23411 leaf_count=115966 5428 101930 1753 131296 13049 12109 8221 22645 18664 27255 126039 12551 103688 181894 3959 45945 29763 1128 3644 22940 6581 25676 16010 30748 86549 15979 37004 15666 83144 23411 internal_value=1.63152e-05 -0.00401956 0.0101226 -0.00732389 0.00780938 -0.00543626 0.0193924 -3.45642e-05 0.00149198 0.0179512 -0.00310479 0.000544913 -0.00990293 0.00121576 0.00602063 0.00572436 0.00606653 0.00875242 -0.00199482 0.0214327 0.00839778 0.0110672 0.00871744 -0.00742426 0.00443942 0.0107692 0.0137742 0.0262586 -0.00227128 0.0133368 internal_weight=1.33064e+06 950899 379736 519846 303901 300192 75835 431053 242335 67614 138148 213109 219654 194445 196183 192224 186796 70484 188718 40359 29226 107718 57665 162044 116312 41655 50053 17419 185074 24539 internal_count=1330635 950899 379736 519846 303901 300192 75835 431053 242335 67614 138148 213109 219654 194445 196183 192224 186796 70484 188718 40359 29226 107718 57665 162044 116312 41655 50053 17419 185074 24539 cat_boundaries=0 1 2 3 4 5 cat_threshold=2080 2080 2080 2272 2144 is_linear=0 shrinkage=0.05 Tree=33 num_leaves=31 num_cat=4 split_feature=12 12 12 12 12 12 136 15 16 28 15 15 8 136 127 31 136 12 108 4 19 65 15 8 127 8 23 136 16 1 split_gain=19649.6 4134.83 3176.37 830.19 728.407 669.998 353.568 327.382 316.286 313.323 311.897 307.069 286.159 279.163 266.976 265.177 252.388 240.122 225.319 219.886 219.352 212.885 204.625 203.471 253.632 198.16 223.168 193.131 179.454 176.465 threshold=2.0749999284744267 3.2150000333786015 1.235000014305115 4.1349999904632577 2.5149999856948857 1.6649999618530276 0 2.4850000143051152 18.219999313354496 1019.2500000000001 1.5850000381469729 1.8450000286102297 7.2500000000000009 1 0.608738273382187 1016.8500061035157 2 5.5950000286102304 -0.33219213783740992 5.1499998569488534 8.7100000381469744 28.185000419616703 0.78499999642372142 5.9500000476837167 -0.11319890245795249 5.2500000000000009 8.0050001144409197 3 17.029999732971195 258.50000000000006 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=2 4 6 12 11 15 22 13 9 17 16 20 -3 -6 -14 -4 -7 -5 -9 -8 -2 -20 -1 -13 -25 -12 -27 -16 -17 -21 right_child=1 3 5 8 7 10 19 18 -10 -11 25 23 14 -15 27 28 -18 -19 21 29 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.012355928864760859 0.00081204596525104192 0.0087669657739826174 -0.0050393034804083053 0.021799071397691636 0.0049866565637912939 -0.0050498804866190945 -0.0075638734852774784 0.014535992012641658 0.043129805787784047 0.012890106099159367 -0.003148017432161484 -0.00037013482480830075 0.018425511010479664 0.012714949734917297 0.0051105237407683716 -0.0023569993867273969 0.0049966622937369139 0.036839593393728685 0.0066166956408551612 0.0043892509046704123 0.0099303281323865553 0.0014503932423882366 -0.0088173791722454733 0.0096742057844044146 0.0023741975549953745 -0.00083371180540580542 0.0050857652612272507 0.013860726349467559 0.006680426555490903 -0.0047571455186490976 leaf_weight=56055 9168 28544 176316 24101 16312 7419 88100 7158 1645 9472 74617 55941 28353 41586 8039 97184 39518 2982 83273 6995 23507 26218 150670 13872 83644 93577 19187 29932 5822 21428 leaf_count=56055 9168 28544 176316 24101 16312 7419 88100 7158 1645 9472 74617 55941 28353 41586 8039 97184 39518 2982 83273 6995 23507 26218 150670 13872 83644 93577 19187 29932 5822 21428 internal_value=1.55183e-05 0.00792593 -0.00465146 0.015459 0.00514671 -0.00220781 -0.00853443 0.00746705 0.0216827 0.0207176 -0.00023617 0.00297079 0.0129529 0.0105407 0.0147544 -0.00386178 0.00340866 0.0234551 0.00594148 -0.00632963 0.00737191 0.00537961 -0.00977641 0.00203368 0.00341265 -0.00114916 0.000173498 0.0120132 -0.0018462 -0.00250619 internal_weight=1.33064e+06 493747 836888 133068 360679 513640 323248 174547 38200 36555 234318 186132 94868 57898 66324 279322 46937 27083 116649 116523 32675 109491 206725 153457 97516 187381 112764 37971 103006 28423 internal_count=1330635 493747 836888 133068 360679 513640 323248 174547 38200 36555 234318 186132 94868 57898 66324 279322 46937 27083 116649 116523 32675 109491 206725 153457 97516 187381 112764 37971 103006 28423 cat_boundaries=0 1 2 3 4 cat_threshold=2144 2272 2080 2276 is_linear=0 shrinkage=0.05 Tree=34 num_leaves=31 num_cat=4 split_feature=12 12 12 12 16 136 113 16 28 16 136 26 16 136 126 136 15 5 126 16 5 126 109 5 9 82 127 12 109 133 split_gain=17761 4199.33 2449.5 1078.26 550.756 467.671 564.846 353.818 334.315 329.438 327.955 469.334 319.936 307.643 285.956 267.25 287.302 264.684 275.325 259.304 228.025 229.725 218.858 210.492 210.25 197.433 195.573 194.039 190.061 173.636 threshold=1.985000014305115 2.9750000238418584 1.2250000238418581 3.9250000715255742 12.309999942779543 0 -0.8703225553035735 17.029999732971195 1013.0499877929689 18.219999313354496 1 295.50000000000006 18.219999313354496 2 1.0000000180025095e-35 3 2.8850001096725468 5.0499999523162851 -0.41467745602130884 17.029999732971195 5.8500001430511483 -0.043617725372314446 0.13801166415214541 4.5499999523162851 7.3500001430511483 297.27789306640631 0.52247866988182079 0.60500001907348644 0.39356006681919103 1019.5499877929689 decision_type=2 2 2 2 2 1 2 2 2 2 1 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 13 12 10 -4 19 8 29 17 -2 26 14 27 23 -16 -17 -6 -19 22 -8 -22 -7 -3 -13 -25 -12 -1 -15 -5 right_child=1 3 5 7 9 6 20 -9 -10 -11 11 24 -14 28 15 16 -18 18 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.014916905576088518 -0.0073486131827673329 0.0089293538024089649 -0.005677894977509792 0.024014707074513107 0.0035398146268264688 0.0052822290122751031 -0.0044216883418725745 0.030378460826204878 0.014191325697720067 0.01723055826292029 0.0089353439557442235 -0.0010615832950812668 0.026543416101883845 -0.0016705814267161242 0.0027292060314145117 0.014853071189383777 0.0077308940221147357 0.015480936387273388 0.0066917329931738649 0.010046149761286345 0.0076127406711775682 -0.0019498275501990019 -0.00052298460805541894 0.017720655157897169 0.0027072560541368737 0.0052251462203567727 0.003375830663332015 -0.0089011033887627222 -0.0070274122034778945 0.0012108354127885999 leaf_weight=14424 8200 15526 92360 17733 58096 18852 147030 6393 26409 6849 35439 56574 3146 20164 15563 20929 43778 10844 49964 7159 6788 84017 116977 25182 106982 3615 28573 189594 92599 876 leaf_count=14424 8200 15526 92360 17733 58096 18852 147030 6393 26409 6849 35439 56574 3146 20164 15563 20929 43778 10844 49964 7159 6788 84017 116977 25182 106982 3615 28573 189594 92599 876 internal_value=1.47561e-05 0.00699726 -0.00476424 0.0132569 0.00389531 -0.00248616 -0.00171188 0.0193714 0.0178083 0.00656749 0.00247003 0.00282403 0.0107961 -0.00816708 0.0103984 0.00861847 0.010033 0.00595329 0.00825913 0.00077156 -0.00320501 -0.00123499 0.000282734 0.013622 0.00140361 0.016152 0.00645375 -0.00932596 -0.00606898 0.0229412 internal_weight=1.33064e+06 540671 789964 179150 361521 473183 380823 51411 45018 125753 235768 227568 127739 316781 124593 80270 64707 118904 60808 142988 237835 90805 135829 44323 163556 28797 64012 204018 112763 18609 internal_count=1330635 540671 789964 179150 361521 473183 380823 51411 45018 125753 235768 227568 127739 316781 124593 80270 64707 118904 60808 142988 237835 90805 135829 44323 163556 28797 64012 204018 112763 18609 cat_boundaries=0 1 2 3 4 cat_threshold=6176 2080 2144 2272 is_linear=0 shrinkage=0.05 Tree=35 num_leaves=31 num_cat=6 split_feature=13 13 13 136 8 23 16 4 126 52 28 8 8 20 83 16 56 16 15 136 27 110 13 136 55 136 79 136 136 8 split_gain=13817.5 3101.51 2227.7 765.12 726.514 663.848 658.567 592.117 548.663 540.612 497.793 492.357 457.959 441.937 383.993 354.452 322.281 288.751 284.668 276.728 371.66 251.619 234.604 230.948 211.458 209.856 208.466 201.667 187.58 182.796 threshold=2.2549999952316289 1.435000002384186 3.4650000333786015 0 10.550000190734865 6.7650001049041757 13.344999790191652 5.1499998569488534 -0.095842104405164705 10.25500011444092 1012.1499938964845 12.250000000000002 10.550000190734865 6.1150000095367441 288.58457946777349 17.029999732971195 242.83066558837893 18.219999313354496 0.98500001430511486 1 300.50000000000006 -0.018746826797723767 4.6549999713897714 2 7.2249999046325692 3 11.484999656677248 4 5 9.4499998092651385 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 1 1 2 left_child=1 3 6 18 9 25 11 16 29 19 14 21 17 -13 22 23 -5 -8 -1 20 -3 -2 -4 -12 -11 -6 -23 -15 -7 -9 right_child=2 4 10 7 5 28 12 8 -10 24 15 13 -14 27 -16 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010229867242878346 0.0087706896811493053 0.0018625442873649114 0.019389455907561123 -0.0071131767410525298 -0.0037739368417661779 0.0061518669261938982 0.0063829158320399069 0.0060278952732773956 -0.002464966474892416 0.0094416960863493247 0.014032709786204493 0.0031614868588131263 0.015819777162214631 0.0036171437898544615 0.0075845474066329674 0.022633813243948406 -0.0015544764660682551 0.018640028361540842 -0.0065173567819727801 -0.0037458702743497331 -0.0029206261146283159 0.0035698505032376107 0.030615149643075486 0.0077206776250580388 0.0015449731813701865 0.0030960854249710706 -0.00030062890270953711 0.013437555255750175 0.017527510792307847 0.021218441402784977 leaf_weight=115344 15148 72356 19303 139229 14262 5946 65873 7786 64312 10118 26382 27681 20133 6440 5554 6776 32084 5183 93484 158931 92569 85585 6133 32405 52288 50278 58616 28376 9421 2656 leaf_count=115344 15148 72356 19303 139229 14262 5946 65873 7786 64312 10118 26382 27681 20133 6440 5554 6776 32084 5183 93484 158931 92569 85585 6133 32405 52288 50278 58616 28376 9421 2656 internal_value=-6.6174e-06 -0.00340429 0.00763392 -0.00634145 -0.000538161 0.00380163 0.00558601 -0.00445174 -0.000738924 -0.00143594 0.0142735 0.00411567 0.00916309 0.00787689 0.0194954 0.0118052 -0.00607213 0.00727698 -0.00856751 -0.00225707 -0.000822101 0.00264051 0.0220961 0.010557 0.00282528 0.00157785 0.00199655 0.0116259 0.0131413 0.00989172 internal_weight=1.33065e+06 921064 409588 454895 466169 79907 313035 246067 74754 386262 96553 221846 91189 62497 30990 65563 171313 71056 208828 323856 164925 159349 25436 58787 62406 64540 144201 34816 15367 10442 internal_count=1330652 921064 409588 454895 466169 79907 313035 246067 74754 386262 96553 221846 91189 62497 30990 65563 171313 71056 208828 323856 164925 159349 25436 58787 62406 64540 144201 34816 15367 10442 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=2080 926 1304 6176 6240 6241 is_linear=0 shrinkage=0.05 Tree=36 num_leaves=31 num_cat=4 split_feature=12 12 12 12 12 136 26 8 19 14 16 15 8 12 126 122 126 136 28 109 19 8 126 16 136 80 136 8 56 116 split_gain=14548.9 3510.59 1987.54 671.822 642.423 402.695 408.937 361.872 350.276 335.538 330.736 284.616 282.971 267.339 265.379 258.004 256.337 230.576 206.053 200.934 195.68 190.423 234.62 187.212 173.724 170.718 168.694 167.893 165.473 165.066 threshold=1.9750000238418581 3.1750000715255742 1.2450000047683718 4.6349999904632577 2.495000004768372 0 304.50000000000006 13.550000190734865 11.775000095367433 1.8849999904632571 18.219999313354496 2.2849999666213994 5.9500000476837167 0.80500000715255748 0.62249094247818004 0.68832838535308849 -1.0000000180025095e-35 1 1019.2500000000001 0.25588139891624456 9.5450000762939471 6.2500000000000009 -1.0000000180025095e-35 12.699999809265138 2 274.82380676269537 3 7.8500001430511483 237.55971527099612 -0.60873827338218678 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 1 2 2 2 left_child=2 4 13 7 9 23 12 10 24 20 14 17 -7 -1 15 25 -14 -6 -5 26 -2 -13 -23 -4 -9 -3 -11 -21 -15 -25 right_child=1 3 5 18 11 6 -8 8 -10 19 -12 21 16 28 -16 -17 -18 -19 -20 27 -22 22 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.0099368422271358444 0.0016711692119588514 0.015548431439253491 -0.0046387346796790373 0.025045067040737293 0.0040216280867256529 -0.00083403090272287338 -0.003117059713106446 0.0044704696926529787 0.02175793585521742 -0.0021788791340816025 0.0267898850203626 0.0023589726891309671 0.010160095792197659 -0.007161490245205071 0.0065552259269707723 0.0024287596998710794 0.0020493762940633656 0.012362383842682919 0.012554025992459528 -0.00074797010282159492 0.0094114530656022721 0.011874445059961113 0.0052218859155483089 -0.0052994747664003757 0.014968677431630762 0.0081335081234251531 0.0081767641291231822 0.002363378516554898 -0.0038976917817793444 -0.00037656162749988178 leaf_weight=75452 12700 29272 157315 13829 11789 67162 92992 5981 15320 5089 2869 43152 13001 206552 39978 5961 38858 28140 4337 87530 22868 16065 75728 23489 11709 10564 17304 85919 47827 61900 leaf_count=75452 12700 29272 157315 13829 11789 67162 92992 5981 15320 5089 2869 43152 13001 206552 39978 5961 38858 28140 4337 87530 22868 16065 75728 23489 11709 10564 17304 85919 47827 61900 internal_value=-6.26472e-06 0.00626023 -0.00436821 0.0130939 0.00390847 -0.00222486 -0.000632718 0.0117546 0.0162233 0.0021801 0.0100905 0.00619562 0.00130826 -0.00732311 0.0095319 0.0121304 0.00408273 0.00990389 0.0220629 0.00136871 0.00664769 0.00509838 0.00638617 -0.00361549 0.0114302 0.0135821 0.00582603 0.000793255 -0.00654785 -0.00173077 internal_weight=1.33065e+06 546104 784548 139820 406284 454717 212013 121654 33010 231410 88644 174874 119021 329831 85775 45797 51859 39929 18166 195842 35568 134945 91793 242704 17690 39836 22393 173449 254379 85389 internal_count=1330652 546104 784548 139820 406284 454717 212013 121654 33010 231410 88644 174874 119021 329831 85775 45797 51859 39929 18166 195842 35568 134945 91793 242704 17690 39836 22393 173449 254379 85389 cat_boundaries=0 1 2 3 4 cat_threshold=7265 2272 6370 2144 is_linear=0 shrinkage=0.05 Tree=37 num_leaves=31 num_cat=3 split_feature=12 12 12 136 16 4 17 126 8 8 136 127 126 30 8 16 126 19 16 127 15 67 136 25 4 31 15 120 112 16 split_gain=13134.3 3183.08 2043.57 624.796 573.632 445.412 430.326 416.005 414.76 386.907 419.102 339.374 297.828 296.938 278.958 273.174 272.777 269.285 265.402 264.079 254.243 240.571 230.44 356.826 222.754 218.516 206.62 198.019 194.442 225.394 threshold=2.3349999189376835 1.5349999666213991 3.7050000429153447 0 14.550000190734865 4.3500001430511483 10.960000038146974 -0.07845610752701758 9.1500000953674334 12.449999809265138 1 -0.14780378341674802 -0.095842104405164705 1020.6499938964845 9.8499999046325701 18.219999313354496 -0.41467745602130884 10.960000038146974 18.219999313354496 0.36648726463317877 1.0249999761581423 83.875000000000014 2 291.50000000000006 7.8500001430511483 1015.4500122070314 1.4750000238418581 -0.44618082046508784 -0.8703225553035735 14.550000190734865 decision_type=2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 3 4 20 9 28 22 25 18 19 17 13 -12 15 -6 -4 -10 -11 26 27 -1 -13 -3 -24 -25 -7 -8 -2 29 -5 right_child=2 6 11 5 14 7 8 -9 16 10 12 21 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0092427056275909882 0.010790794977568954 -0.0068920112288463169 0.021316170577901142 -0.0049817073417092218 0.0083784922875843933 -0.0015780602628938983 0.005304209449170455 -0.0031721004409926649 0.015329629153906094 0.0084484192805594754 0.014846301579818486 0.014026111073377154 0.0015629119594247943 0.0070323330219157227 0.015893523401449377 0.051442583079109538 0.0043804444144410473 0.01705796578139852 0.011738031324163229 0.0022504699366164564 -0.0058009104236605696 7.9549755866088409e-05 0.0038259227152963333 -0.0030578275023838614 0.00064522615814093464 0.0095848106946497952 -0.00046694199322344106 0.0046585212435043726 -0.0071739016042773876 0.003082638728325102 leaf_weight=126853 17651 17787 21313 57716 44381 7405 17499 104119 6781 24135 5079 40743 24943 3676 17109 780 35301 14562 5141 106004 92988 3346 32853 122722 60697 10746 136390 51792 109945 10195 leaf_count=126853 17651 17787 21313 57716 44381 7405 17499 104119 6781 24135 5079 40743 24943 3676 17109 780 35301 14562 5141 106004 92988 3346 32853 122722 60697 10746 136390 51792 109945 10195 internal_value=-5.93576e-06 -0.00312068 0.00791656 -0.00576128 0.00615319 -0.00427738 3.44649e-05 -0.00195439 0.00173069 0.00506618 0.00824646 0.015632 0.00380887 0.0201904 0.0104695 0.0223798 0.00614477 0.0116852 0.000562645 0.00382053 -0.00778655 0.0129677 -0.00142299 -0.000972834 -0.00183241 0.00503073 0.000189306 0.00621722 -0.00587459 -0.00377106 internal_weight=1.33065e+06 955138 375514 519967 305656 300126 435171 122270 201112 244166 68719 69858 30022 25769 61490 22093 42082 38697 159030 175447 219841 44089 234059 216272 183419 18151 153889 69443 177856 67911 internal_count=1330652 955138 375514 519967 305656 300126 435171 122270 201112 244166 68719 69858 30022 25769 61490 22093 42082 38697 159030 175447 219841 44089 234059 216272 183419 18151 153889 69443 177856 67911 cat_boundaries=0 1 2 3 cat_threshold=2080 1819 2080 is_linear=0 shrinkage=0.05 Tree=38 num_leaves=31 num_cat=2 split_feature=12 12 12 12 136 110 79 56 16 4 19 8 23 28 87 15 12 136 36 4 28 8 121 114 8 8 15 125 8 109 split_gain=11933.9 2910.3 1639.9 735.865 488.048 593.501 404.593 388.95 289.706 287.036 286.026 285.069 319.239 279.356 266.74 261.116 229.476 226.337 210.423 216.39 206.401 205.785 196.187 188.083 174.876 172.48 164.142 161.494 153.898 151.894 threshold=1.9750000238418581 2.995000004768372 1.2150000333786013 3.8449999094009404 0 0.29964083433151251 11.484999656677248 266.53306579589849 18.219999313354496 7.0499999523162851 9.5450000762939471 7.7500000000000009 6.6050000190734872 1016.6499938964845 0.83404776453971874 3.4250000715255742 5.305000066757203 1 14.550000190734865 4.8500001430511483 1011.5499877929689 8.1500000953674334 -0.86159634590148915 -0.89490029215812672 8.1500000953674334 6.0499999523162851 0.74500000476837169 -0.35019405186176294 12.449999809265138 -0.019777016714215275 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 18 15 -2 21 9 11 13 -7 -11 -4 -13 16 25 17 -5 -3 19 -1 29 -6 -23 -19 -8 -9 -20 -21 -12 -17 right_child=1 3 7 8 5 6 24 14 -10 10 28 12 -14 -15 -16 20 -18 23 26 27 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0063766743711584049 -0.0057616219586066192 0.0057760374006290754 -0.003755063290173449 0.016315896224139963 0.0062126140087758359 0.0024051776803222318 -0.002229174215015341 0.00080429170146815651 0.033561412879495316 0.0027778622822212575 0.0067171249506519041 -0.0022676442040351348 0.0037818593333074852 0.010664192237826442 -0.0022115349937327248 0.023730610755414161 0.029071641233260233 0.016617855357459032 -0.010776267646813964 0.0062837325748977841 0.0037058762804752644 0.034733141057313614 0.011723825532726297 0.01023743234146629 0.001939663700661036 0.0066251747227305188 -0.0070854041686687422 -0.0031973409532159098 0.012601632461776011 0.0087398627075541049 leaf_weight=88538 14693 18709 259734 28583 30364 118264 43663 32375 2167 36170 35027 89575 28826 22687 42662 2111 4022 16521 37441 5484 33014 981 16648 38389 59349 20969 154130 24814 16273 8469 leaf_count=88538 14693 18709 259734 28583 30364 118264 43663 32375 2167 36170 35027 89575 28826 22687 42662 2111 4022 16521 37441 5484 33014 981 16648 38389 59349 20969 154130 24814 16273 8469 internal_value=-5.64157e-06 0.00566982 -0.00395618 0.0109925 0.00316675 0.00353454 0.00273057 -0.00210657 0.0156277 0.00401134 0.00618295 -0.00282816 -0.000794827 0.0149248 0.000735514 0.00872027 0.0178894 0.0105363 -0.00678143 -0.00512855 0.00565351 0.00870734 0.0130042 0.0121549 0.000172647 0.00309242 -0.00780675 -0.00148125 0.00858376 0.0117309 internal_weight=1.33065e+06 546104 784548 174672 371432 356739 308746 474141 57459 205734 87470 378135 118401 55292 96006 117213 32605 73619 310407 118836 43594 47993 17629 54910 103012 53344 191571 30298 51300 10580 internal_count=1330652 546104 784548 174672 371432 356739 308746 474141 57459 205734 87470 378135 118401 55292 96006 117213 32605 73619 310407 118836 43594 47993 17629 54910 103012 53344 191571 30298 51300 10580 cat_boundaries=0 1 2 cat_threshold=2080 2272 is_linear=0 shrinkage=0.05 Tree=39 num_leaves=31 num_cat=3 split_feature=12 12 12 136 16 136 114 8 126 108 136 8 25 19 8 4 4 15 120 8 127 120 67 79 11 127 22 4 16 28 split_gain=10782.2 2724.95 1598.74 556.506 504.475 377.946 599.435 376.236 410.579 346.11 346.09 317.049 305.017 296.7 295.078 278.625 254.425 228.608 219.035 246.873 213.521 206.097 193.975 187.238 176.666 170.27 181.31 165.294 164.054 159.263 threshold=2.3649998903274541 1.5649999976158144 3.7050000429153447 0 15.405000209808351 1 -0.86159634590148915 5.9500000476837167 -1.0000000180025095e-35 0.22537442296743396 2 7.6499998569488534 281.50000000000006 15.405000209808351 13.250000000000002 7.6499998569488534 3.8500000238418584 0.94499999284744274 -0.44618082046508784 14.650000095367433 0.55191597342491161 -0.70088258385658253 58.699998855590827 19.384999275207523 9.4499998092651385 0.026175950653851036 8.0950002670288104 5.5499999523162851 17.029999732971195 1020.7500000000001 decision_type=2 2 2 1 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 17 7 -3 11 25 18 27 -10 28 29 -6 23 -8 -11 -1 -9 -20 -13 -14 -23 -12 -16 26 -2 -5 -7 -4 right_child=2 5 12 9 13 6 15 8 10 16 14 20 21 -15 24 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0084076398491513323 0.0084761704980856594 -0.0024461354579899783 0.02115635580570828 -4.6565904762156511e-05 0.016814366238532694 0.0014684418240734352 -0.0018481829041658725 0.018104757411153902 0.0015260657459392013 -0.0056835045876976013 0.0066819297685683406 0.011978522922888164 0.018703665371830987 0.0072675325622887357 0.021438297971786924 0.0020968924973862597 -0.0023997588109716111 -0.005489888846197364 0.0066365756777140338 0.018465894714164627 0.0044994644556383308 0.011939630128006076 0.0023031916557334736 0.0013791521567408287 0.0095956692798510809 -0.00062059970226467837 0.0010605452855497494 0.0097664937211321759 0.010865573261365847 0.0088535237783355317 leaf_weight=114144 14863 101798 17277 20421 14770 75482 140569 8078 49396 120657 56690 15965 9342 18126 3697 65662 115410 163000 24012 5403 23724 33965 6171 23567 21252 35221 18505 5433 4949 3103 leaf_count=114144 14863 101798 17277 20421 14770 75482 140569 8078 49396 120657 56690 15965 9342 18126 3697 65662 115410 163000 24012 5403 23724 33965 6171 23567 21252 35221 18505 5433 4949 3103 internal_value=-5.35948e-06 -0.00276431 0.00733702 -0.0051295 0.00571936 0.000213593 0.00104328 0.00498308 0.00611813 -0.00347649 0.00497977 0.00385112 0.0141353 0.011554 0.00660057 -0.000592108 -0.00407813 -0.00669135 0.0108121 0.00880941 0.00750793 0.0120149 0.010458 0.0051248 0.0113505 0.0018042 0.00436366 0.00201557 0.00204666 0.0192832 internal_weight=1.33065e+06 967214 363438 539065 293580 428149 326351 260684 192095 261921 154602 120120 69858 32896 105206 206231 236067 277144 37493 29415 39689 49478 40136 80257 24949 68589 33368 25854 80431 20380 internal_count=1330652 967214 363438 539065 293580 428149 326351 260684 192095 261921 154602 120120 69858 32896 105206 206231 236067 277144 37493 29415 39689 49478 40136 80257 24949 68589 33368 25854 80431 20380 cat_boundaries=0 1 2 3 cat_threshold=2144 6240 6372 is_linear=0 shrinkage=0.05 Tree=40 num_leaves=31 num_cat=0 split_feature=12 12 12 127 16 8 8 127 5 17 17 4 38 4 82 79 16 125 56 121 125 125 30 4 122 16 19 79 62 8 split_gain=9916.26 2252.58 1480.68 508.984 476.227 419.306 342.203 339.388 338.235 313.324 286.278 259.581 247.781 245.992 235.947 229.622 219.793 192.223 189.223 186.472 178.775 169.718 165.591 156.271 175.625 152.841 143.679 138.892 136.952 133.602 threshold=2.0249999761581425 3.2350000143051152 1.3049999475479128 0.026175950653851036 17.029999732971195 10.550000190734865 6.9500000476837167 -0.0087262028828264185 4.0499999523162851 10.960000038146974 12.699999809265138 7.5499999523162851 15.449999809265138 3.9500000476837163 295.74563598632818 30.634999275207523 18.219999313354496 -0.25037047266960138 252.58718872070315 -0.73724925518035878 -0.39873388409614557 -0.38266885280609125 1000.4500122070314 7.3500001430511483 -0.72534674406051625 20.524999618530277 17.029999732971195 9.8550000190734881 0.77516621351242077 11.84999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 12 8 5 19 25 22 -2 23 -8 16 13 -1 18 -9 -11 -12 -10 -3 -13 -15 -7 -4 -25 27 -6 -5 -21 -19 right_child=1 4 9 6 26 7 10 15 14 11 17 20 -14 21 -16 -17 -18 29 -20 28 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0059772444189703294 0.0031473480076797456 0.013254809715872479 -0.0035180625961575558 0.00090170521905392749 0.026266508924662244 0.0326129774495032 0.0022820956278362479 0.012894596748394783 0.0074959205794674806 -0.0011226077181384394 0.022199913491454733 0.013565099932410918 -0.0071778176219035794 0.0027359740451374046 0.0024688655820353654 0.0047597821152947977 0.0097852112658458491 0.0045562190808968537 0.013429624043537322 0.0075591462874207427 0.0026235362948888712 -0.003448178616172129 0.017169188847390205 -0.0041562117509775518 0.0011844064282384751 0.020586371567324725 0.015254000048512904 -0.0033597890030696493 0.0017421069279799648 0.010588669980343662 leaf_weight=121152 52404 10007 173220 57628 5808 1953 130325 31408 33160 165284 1932 4337 172568 13516 13213 11985 4751 35548 22588 32332 26818 61926 15598 23681 43988 867 6044 28614 14727 12373 leaf_count=121152 52404 10007 173220 57628 5808 1953 130325 31408 33160 165284 1932 4337 172568 13516 13213 11985 4751 35548 22588 32332 26818 61926 15598 23681 43988 867 6044 28614 14727 12373 internal_value=-5.67648e-06 0.00539506 -0.00345762 0.00349008 0.0110963 0.0101367 0.00227081 0.0130208 0.00617532 -0.0015056 0.00351476 -4.90567e-05 -0.0057952 -0.00458156 0.0084763 0.0106478 -0.000817829 0.00673717 0.00990014 0.00705673 0.00414668 -0.00234024 0.0188877 -0.00272209 -0.000684561 -0.000302209 0.0206506 -0.000512204 0.00573872 0.00611377 internal_weight=1.32976e+06 518514 811241 388652 129862 118010 267287 60944 121365 442079 180178 201190 369162 196594 68961 43393 170035 49853 55748 57066 31155 75442 17551 240889 67669 87109 11852 86242 47059 47921 internal_count=1329755 518514 811241 388652 129862 118010 267287 60944 121365 442079 180178 201190 369162 196594 68961 43393 170035 49853 55748 57066 31155 75442 17551 240889 67669 87109 11852 86242 47059 47921 is_linear=0 shrinkage=0.05 Tree=41 num_leaves=31 num_cat=4 split_feature=13 13 136 4 126 16 8 56 136 26 8 136 13 8 121 112 127 15 52 16 8 109 127 16 25 108 136 8 23 16 split_gain=7587.8 1744.63 1364.17 897.615 689.769 608.944 482.357 481.604 433.344 493.871 362.063 305.698 298.884 286.426 276.922 259.897 255.632 254.483 250.032 246.987 230.241 227.576 220.948 219.787 215.254 193.823 193.302 189.674 185.565 177.817 threshold=2.0049999952316289 2.9550000429153447 0 5.9500000476837167 -1.0000000180025095e-35 15.405000209808351 13.550000190734865 254.74804687500003 1 299.50000000000006 12.34999990463257 2 6.0750000476837167 10.34999990463257 -0.79332312941551197 -0.86159634590148915 0.62249094247818004 1.1050000190734866 9.2349996566772479 15.405000209808351 11.750000000000002 0.37524332106113439 0.13052122294902804 15.405000209808351 276.50000000000006 0.37572149932384497 3 10.750000000000002 7.7449998855590829 18.219999313354496 decision_type=2 2 1 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 8 17 7 27 6 14 15 -2 10 22 -8 20 -11 -3 23 -13 -1 -15 25 29 -6 -10 -4 -16 -9 -23 -5 -12 -7 right_child=1 5 3 4 21 12 11 19 9 13 28 16 -14 18 24 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0074540709425964446 -0.006243834297840891 0.012368512519602264 -0.0027105007786190714 0.0066878119277937829 0.0074528752812710779 0.0098540087022804812 -0.0018817368589634032 0.0028199041148685104 0.0064526152198376005 -0.00032285198526609509 0.008855127279105578 0.018549547081846474 0.038883960030733071 0.0026506053662093206 0.0098578857099447872 -0.0051084749444269655 0.010055901161574383 -0.0041905501962972436 0.012043494937308486 0.0073345136655739041 0.022514742029286355 0.0028873989754144582 0.00226894466384635 0.0055077215407357168 0.0035754422930665223 -0.0026519269234693507 -0.0014552136798300487 0.01703248730585925 0.020729451220691149 0.021890374181404031 leaf_weight=149392 13455 13131 102092 15286 9866 19987 3692 24973 55969 116576 15374 14068 1253 60033 16395 187630 23923 99533 8033 10973 6220 33795 72358 8840 80971 45983 105903 6240 4186 3625 leaf_count=149392 13455 13131 102092 15286 9866 19987 3692 24973 55969 116576 15374 14068 1253 60033 16395 187630 23923 99533 8033 10973 6220 33795 72358 8840 80971 45983 105903 6240 4186 3625 internal_value=-5.39266e-06 0.0046397 -0.00307646 -0.00168975 0.00131817 0.00858408 0.00728147 -0.00304232 0.00255039 0.00290633 0.0050595 0.0118647 0.0149612 0.00118192 0.00555253 -0.00397417 0.0131976 -0.0061489 0.00375913 0.000353471 0.0139564 0.000113748 0.00409363 -0.0020556 0.00463331 -0.000726113 -0.000404569 0.00968655 0.0113963 0.0117019 internal_weight=1.32976e+06 529249 800506 551581 171090 183265 152180 380491 345984 332529 147887 41683 31085 184642 110497 298562 37991 248925 68066 81929 29832 149564 128327 110932 97366 70956 139698 21526 19560 23612 internal_count=1329755 529249 800506 551581 171090 183265 152180 380491 345984 332529 147887 41683 31085 184642 110497 298562 37991 248925 68066 81929 29832 149564 128327 110932 97366 70956 139698 21526 19560 23612 cat_boundaries=0 1 2 3 4 cat_threshold=2080 2080 2144 282 is_linear=0 shrinkage=0.05 Tree=42 num_leaves=31 num_cat=0 split_feature=12 12 12 16 12 16 4 127 4 126 26 116 16 4 120 19 31 79 116 16 121 4 17 15 19 125 67 52 15 12 split_gain=8240.78 2067.15 1197 417.236 414.114 330.34 309.819 335.246 266.036 273.782 262.222 232.608 214.207 201.005 184.124 181.712 179.256 178.627 171.694 208.366 171.54 176.62 168.317 156.182 154.203 151.727 148.194 147.314 145.3 142.813 threshold=2.3750000000000004 1.544999957084656 3.7050000429153447 14.550000190734865 1.0549999475479128 17.029999732971195 4.1499998569488534 -0.30069434642791742 5.7500000000000009 -0.026175950653851029 278.50000000000006 -0.55191597342491139 10.405000209808351 6.9500000476837167 -0.71322327852249134 17.029999732971195 1017.0499877929689 17.804999351501468 -0.71322327852249134 14.550000190734865 -0.44618082046508784 11.84999990463257 10.405000209808351 3.4850000143051152 15.405000209808351 -0.41467745602130884 35.754999160766609 5.7650001049041757 1.3849999904632571 0.60500001907348644 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 8 29 6 28 16 26 20 -4 -7 -6 24 -12 -13 -8 27 -14 -20 -10 -22 -9 -16 -5 -24 -2 -11 -3 -1 right_child=2 5 10 13 12 11 7 22 9 17 14 15 18 -15 23 -17 -18 -19 19 -21 21 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010890915057191045 0.0027672540115491547 0.0036401165597095466 0.017421535204102501 0.0097273713533946246 -0.0047895514248826945 -0.0027546638101803955 0.0026226040852784034 -0.0010575596149689235 0.019022545150629223 0.0045738127765050833 0.016965396911395359 0.013907383178744709 -0.0045891243207536745 0.012649089350121346 0.013249044914703148 0.0025343375712248433 0.0098429487672853522 0.0017919191385611496 -0.0024038402770396204 0.0023034324909506866 0.0057776139953560979 0.016763030097375398 0.0099696699541614898 0.0068838290271647472 0.0033165749226948464 0.0012315019844646293 -0.00278899924769083 0.0096404809085387788 -0.0023121937541508287 -0.0058758434818647273 leaf_weight=15314 63651 11002 18591 19148 145354 5166 23205 126286 4365 62549 9053 9189 51674 21509 14820 5685 13654 44421 87612 32130 16912 4669 5244 27556 18388 94308 14789 18616 150522 194373 leaf_count=15314 63651 11002 18591 19148 145354 5166 23205 126286 4365 62549 9053 9189 51674 21509 14820 5685 13654 44421 87612 32130 16912 4669 5244 27556 18388 94308 14789 18616 150522 194373 internal_value=-5.12554e-06 -0.00239895 0.00646698 0.00504597 -0.00451851 0.000112781 -0.000183555 0.000875989 0.00408335 0.0053069 0.0123324 0.00638583 -0.00337758 0.00879523 0.0104927 0.00956048 0.0052973 0.00434088 -0.00218028 -0.00114075 0.0099827 0.00815428 0.000154387 0.00910991 0.00658687 0.00169179 0.00171968 0.0057359 -0.00190676 -0.00624211 internal_weight=1.32976e+06 970718 359037 289017 526457 444261 424221 262697 229972 151532 70020 20040 316770 59045 51429 14874 36859 125586 171416 119742 25946 21581 225838 42376 37536 99552 78440 81165 161524 209687 internal_count=1329755 970718 359037 289017 526457 444261 424221 262697 229972 151532 70020 20040 316770 59045 51429 14874 36859 125586 171416 119742 25946 21581 225838 42376 37536 99552 78440 81165 161524 209687 is_linear=0 shrinkage=0.05 Tree=43 num_leaves=31 num_cat=6 split_feature=12 12 12 136 136 26 4 136 115 8 4 112 26 127 28 126 8 67 136 8 15 120 15 136 18 12 4 15 67 136 split_gain=7437.31 1871.54 1082.33 440.82 365.926 519.316 344.67 311.463 483.039 308.768 264.642 257.468 257.137 236.647 212.88 196.396 195.271 194.789 198.381 253.027 177.115 175.881 171.505 170.168 168.644 166.901 153.681 151.508 140.5 133.813 threshold=2.3750000000000004 1.5950000286102297 3.6450001001358037 0 1 302.50000000000006 7.3500001430511483 2 -0.84335932135581959 11.34999990463257 4.9500000476837167 -0.86159634590148915 283.50000000000006 0.53727915883064281 1010.4500122070314 -0.026175950653851029 10.750000000000002 58.699998855590827 3 16.050000190734867 1.4550000429153445 -0.8703225553035735 0.92500001192092907 4 14.550000190734865 5.305000066757203 7.9500000476837167 2.1550000905990605 38.835000991821296 5 decision_type=2 2 2 1 1 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 1 left_child=1 3 4 22 23 9 11 -3 10 14 -9 -5 25 -12 -6 -8 28 18 -14 -20 -10 -11 -1 -2 -18 29 -22 -16 -7 -4 right_child=2 7 12 6 5 16 15 8 20 21 13 -13 17 -15 27 -17 24 -19 19 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0070672600969591062 0.0017275457090975604 -0.0022073670766994151 0.0029867147191722982 -0.0010848169332149642 0.012115292861328392 0.0023743133689918465 0.013724729402687647 0.0012492869073069532 0.0045305241954013932 0.037183558522513586 0.0096895408601359034 -0.0045340836920690613 0.0041594585942049695 0.0032865609009182974 0.010582369002822405 0.0010545212999063462 0.0047056996090914802 0.0020071353270163968 0.010680798488281771 0.022806700742833474 -0.0019677853904902297 0.011675191275344169 -0.004573585373842743 -0.0072673779659858636 0.01605881734792176 0.026549514552832915 0.0013439319123212268 0.004354452601819582 -0.003972361343042327 0.015495204648560258 leaf_weight=108154 35632 96694 2430 85222 13614 58424 3527 66905 15601 692 23846 148155 9192 36546 11551 23024 51249 7541 29658 5032 124002 28796 190218 6158 3494 3072 48824 63173 10250 19079 leaf_count=108154 35632 96694 2430 85222 13614 58424 3527 66905 15601 692 23846 148155 9192 36546 11551 23024 51249 7541 29658 5032 124002 28796 190218 6158 3494 3072 48824 63173 10250 19079 internal_value=-4.86926e-06 -0.002279 0.00614363 -0.00416594 0.00472103 0.0054692 -0.00266029 0.000275394 0.0010358 0.00784367 0.00341525 -0.00327452 0.0114413 0.0058148 0.00636485 0.00273762 0.00320274 0.00943052 0.0107062 0.0124362 -0.00057164 0.0122738 -0.00547731 0.00040067 0.00543032 0.0156477 -0.00103221 0.00531718 0.00142703 0.0140906 internal_weight=1.32976e+06 970718 359037 558300 283033 241243 259928 412418 315724 117826 127297 233377 76004 60392 88338 26551 123417 51423 43882 34690 188427 29488 298372 41790 54743 24581 172826 74724 68674 21509 internal_count=1329755 970718 359037 558300 283033 241243 259928 412418 315724 117826 127297 233377 76004 60392 88338 26551 123417 51423 43882 34690 188427 29488 298372 41790 54743 24581 172826 74724 68674 21509 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=6240 6240 6240 6340 4160 2144 is_linear=0 shrinkage=0.05 Tree=44 num_leaves=31 num_cat=3 split_feature=12 12 12 12 136 26 31 15 28 16 15 80 8 126 136 8 16 28 37 4 108 66 125 136 19 8 13 5 81 126 split_gain=6750.58 1682.08 923.189 528.153 336.198 519.67 294.113 265.825 277.828 248.864 245.884 219.71 217.579 210.672 201.281 200.345 199.392 183.768 175.174 153.863 151.007 150.129 149.037 144.404 144.237 255.85 139.687 138.355 134.07 133.752 threshold=1.9750000238418581 2.8750000000000004 1.185000002384186 4.0450000762939462 0 303.50000000000006 1017.4500122070314 3.0449999570846562 1020.1499938964845 17.029999732971195 1.8849999904632571 269.31750488281256 11.550000190734865 -0.58068084716796864 1 6.0499999523162851 18.219999313354496 1019.9500122070314 16.250000000000004 3.9500000476837163 -0.42837981879711146 22.32499980926514 0.63605400919914257 2 10.405000209808351 13.550000190734865 6.0750000476837167 13.449999809265138 290.74545288085943 0.58068084716796886 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=2 4 19 7 -2 10 18 14 11 13 -6 22 28 15 27 -8 17 26 20 -1 -4 -7 -9 -21 -16 -26 -5 -3 -12 -14 right_child=1 3 6 16 5 21 9 8 -10 -11 12 -13 29 -15 24 -17 -18 -19 -20 23 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0060708044281226788 -0.001158847535891784 0.0061522713838342204 0.0047621725659277216 0.013132448686456591 0.0094766375080864856 0.0014805411059689336 0.00062297058098102884 0.011294337988900017 0.00025668346016844947 0.0079341029971375775 0.0044012422749822814 0.0026253998964184486 0.014766973157795236 -0.001139966770759535 0.006684227187982692 0.010862086058507662 0.029018129530416232 0.0059289585108011677 -0.0046236426719879825 -0.00016238319971130586 -0.0021061003274818473 -0.0029714288552642638 0.0050886184544899644 -0.0046561227043774665 0.010156749214881251 0.02092754124791656 0.028782755510770971 -0.0060248242951770571 0.00030561781341236313 0.0055226457372112916 leaf_weight=186106 63092 15528 8269 30791 25935 121379 13398 23471 24977 9524 65330 23287 6808 131083 17197 7425 1809 9448 75568 22879 248582 22437 16460 81920 27957 6868 1495 2745 28786 9201 leaf_count=186106 63092 15528 8269 30791 25935 121379 13398 23471 24977 9524 65330 23287 6808 131083 17197 7425 1809 9448 75568 22879 248582 22437 16460 81920 27957 6868 1495 2745 28786 9201 internal_value=-4.6202e-06 0.00427025 -0.00297346 0.00788943 0.00213829 0.0028815 -0.00165724 0.00654945 0.00472132 9.37353e-05 0.00509668 0.00648527 0.00406518 -0.00039783 0.0088431 0.004274 0.0127667 0.0120623 -0.00250756 -0.00520791 -0.00188498 0.000785981 0.00873627 -0.00367554 0.0104288 0.0122809 0.0138571 0.00432064 0.00314857 0.0094539 internal_weight=1.32976e+06 545001 784754 202033 342968 279876 493849 158490 88195 161430 136060 63218 110125 151906 70295 20823 43543 41734 332419 290905 256851 143816 39931 104799 52022 34825 32286 18273 94116 16009 internal_count=1329755 545001 784754 202033 342968 279876 493849 158490 88195 161430 136060 63218 110125 151906 70295 20823 43543 41734 332419 290905 256851 143816 39931 104799 52022 34825 32286 18273 94116 16009 cat_boundaries=0 1 2 3 cat_threshold=6240 2272 918 is_linear=0 shrinkage=0.05 Tree=45 num_leaves=31 num_cat=4 split_feature=12 12 12 16 16 16 16 28 136 25 8 136 25 8 28 52 15 83 67 8 136 136 109 8 127 22 126 8 8 8 split_gain=5975.12 1219.75 1127.4 397.803 305.76 293.553 280.286 278.854 262.934 320.658 258.898 254.672 304.809 220.21 217.761 214.197 208.979 195.217 194.984 178.7 168.85 168.53 166.062 156.121 144.511 168.462 144.13 140.509 137.536 131.516 threshold=2.1350001096725468 3.4050000905990605 1.3550000190734866 13.344999790191652 17.029999732971195 18.219999313354496 19.524999618530277 1012.9500122070314 0 307.50000000000006 11.84999990463257 1 296.50000000000006 8.9499998092651385 1007.1499938964845 2.6550000905990605 1.2250000238418581 288.58457946777349 49.555000305175788 5.0499999523162851 2 3 0.33663111925125128 8.9499998092651385 1.0000000180025095e-35 8.0950002670288104 -0.49240480363368982 12.949999809265138 14.449999809265138 13.250000000000002 decision_type=2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 left_child=2 3 15 11 7 8 10 17 9 16 24 -2 14 -14 -13 23 -4 -3 20 -18 -9 -15 -21 -1 25 -5 -25 -16 -22 -23 right_child=1 4 5 6 -6 -7 -8 18 -10 -11 -12 12 13 21 27 -17 19 -19 -20 22 28 29 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.0052563620125976457 -0.0072608242408580799 0.013847398857708719 0.009037634323570817 0.0129276854710849 0.017529212903910196 0.0094937600206334589 0.024517813647302451 0.00062331820856521109 -0.0021331027826520482 -0.0020162255253250564 0.011985066131960024 0.012127054345673311 -0.00085857755516625587 -0.00049470703981092695 0.0030627341063443328 -0.0020780978725915078 -0.00083015908756173392 0.0044886772572421121 0.00032161766129052121 0.0082393967766730119 0.0074342780132384961 0.0026634955239129487 0.0018367726628694256 0.011389480852224907 0.0029000161040530523 0.0048575026052480839 -0.0021633409345939761 0.0093114481379623394 0.01449355811324356 0.007414689774040902 leaf_weight=304227 7008 27864 9328 9010 10230 6828 1967 7175 231999 91741 13184 9320 73630 28215 60197 78923 55683 6965 10974 12311 32206 48524 57094 2227 54563 22908 16468 10577 8781 20812 leaf_count=304227 7008 27864 9328 9010 10230 6828 1967 7175 231999 91741 13184 9320 73630 28215 60197 78923 55683 6965 10974 12311 32206 48524 57094 2227 54563 22908 16468 10577 8781 20812 internal_value=-2.20914e-05 0.00455638 -0.00247346 0.00317721 0.00932037 -0.000797156 0.00582715 0.00842667 -0.000950524 0.000262685 0.00545827 0.00213448 0.00239671 0.00120561 0.00494268 -0.00441314 0.0018181 0.0119759 0.00633631 0.00127972 0.0077068 0.00276363 0.00297246 -0.00498383 0.00446327 0.0071356 -0.000548891 0.00399659 0.00894447 0.00408903 internal_weight=1.33094e+06 464110 866829 359915 104195 464984 101632 93965 458156 226157 99665 258283 251275 171181 80094 401845 134416 34829 59136 125088 48162 97551 69405 322922 86481 31918 18695 70774 40987 69336 internal_count=1330939 464110 866829 359915 104195 464984 101632 93965 458156 226157 99665 258283 251275 171181 80094 401845 134416 34829 59136 125088 48162 97551 69405 322922 86481 31918 18695 70774 40987 69336 cat_boundaries=0 1 2 3 4 cat_threshold=926 2080 6244 4292 is_linear=0 shrinkage=0.05 Tree=46 num_leaves=31 num_cat=3 split_feature=12 12 12 16 8 19 16 136 25 121 56 8 127 31 19 16 136 67 8 52 87 12 56 8 125 116 12 8 136 8 split_gain=5418.23 1420.31 733.355 479.349 349.758 378.418 307.42 286.837 281.959 257.679 256.442 237.032 211.741 192.755 191.331 182.642 170.518 170.174 166.892 147.02 140.14 136.348 136.853 135.312 133.441 126.264 125.44 124.512 122.77 127.147 threshold=1.9450000524520876 2.8750000000000004 1.1950000524520876 15.405000209808351 13.550000190734865 11.775000095367433 17.029999732971195 0 300.50000000000006 -0.82409480214118946 266.01739501953131 8.4499998092651385 0.078456107527017607 1018.4500122070314 15.405000209808351 15.405000209808351 1 40.495000839233406 8.1500000953674334 7.8350000381469735 0.83471715450286876 0.56499999761581432 228.03352355957034 5.3500001430511483 -0.58068084716796864 -0.66259482502937306 5.5950000286102304 13.34999990463257 2 9.1500000953674334 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=2 6 21 4 9 16 7 -2 12 23 13 -5 27 -4 25 20 -6 -11 -10 -20 -12 -1 -23 -3 -15 -8 -13 -9 -14 -30 right_child=1 3 10 11 5 -7 14 8 18 17 15 26 28 24 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010416470431825108 -0.0053336783346049051 0.0028872192937816829 -0.0026950552549357193 0.0086500882362336388 0.0092650215429298088 0.014780802262729396 -0.0033361437859634026 0.0050018917274854639 -0.0012056943056729316 0.0047687919677785115 0.0018612095911639519 0.015642055583994688 -0.00052030566900785323 0.0049380026391342381 0.0025908913503247038 0.0067415871003414967 0.0013797554438218808 -7.6817017798255552e-05 0.0010748809235372992 0.0065791314648109105 -0.0022781099490700122 -0.0050528412424785491 -0.002362336136220652 0.014560490875860414 -0.00078651468882974356 0.015382612713719927 0.031907463850185523 0.013303699514637904 0.0015726633033025816 0.0067824365965664024 leaf_weight=10059 14667 3431 296524 18749 15539 20174 1013 57028 80666 83926 45330 14360 33847 11950 7635 11415 12288 23108 86415 14113 37251 227611 59650 8980 68732 8139 1292 4905 34380 17762 leaf_count=10059 14667 3431 296524 18749 15539 20174 1013 57028 80666 83926 45330 14360 33847 11950 7635 11415 12288 23108 86415 14113 37251 227611 59650 8980 68732 8139 1292 4905 34380 17762 internal_value=-2.09904e-05 0.00370823 -0.0027501 0.0070665 0.00596209 0.00956684 0.00182828 0.00150566 0.00181056 0.00451346 -0.0015232 0.0124422 0.00343035 -0.00210548 0.00843516 0.00081346 0.00578683 0.00372265 0.000488309 0.00184762 -5.97284e-06 -0.00469452 -0.00449416 0.0113334 6.1357e-05 0.0133107 0.0169847 0.00565938 0.00182491 0.00334671 internal_weight=1.33094e+06 562417 768522 201847 167446 48001 360570 343783 329116 119445 471202 34401 147922 377206 16787 93996 27827 107034 181194 100528 82581 297320 287261 12411 80682 9152 15652 61933 85989 52142 internal_count=1330939 562417 768522 201847 167446 48001 360570 343783 329116 119445 471202 34401 147922 377206 16787 93996 27827 107034 181194 100528 82581 297320 287261 12411 80682 9152 15652 61933 85989 52142 cat_boundaries=0 1 2 3 cat_threshold=2080 1817 4288 is_linear=0 shrinkage=0.05 Tree=47 num_leaves=31 num_cat=3 split_feature=12 12 12 38 16 4 15 136 8 18 136 125 127 127 4 6 8 23 120 26 136 16 67 15 15 16 66 16 31 113 split_gain=4917.08 1306.91 746.022 355.402 324.587 323.957 290.51 249.527 264.175 313.923 235.369 207.138 205.443 201.644 199.663 198.622 193.505 301.914 177.822 189.086 169.761 166.556 165.63 159.201 151.073 147.021 144.286 142.014 138.956 130.754 threshold=2.3950001001358037 1.6050000190734866 3.7649999856948857 15.34999990463257 15.405000209808351 3.7500000000000004 1.6050000190734866 0 13.250000000000002 11.775000095367433 1 -0.33379416167736048 0.59480014443397533 0.55191597342491161 7.3500001430511483 6.1499998569488534 10.750000000000002 7.305000066757203 0.04361772537231446 296.50000000000006 2 18.219999313354496 37.965000152587898 1.2250000238418581 0.81499999761581432 18.219999313354496 25.884999275207523 19.524999618530277 1015.2500000000001 -0.86159634590148915 decision_type=2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 3 4 5 7 25 10 -2 12 -10 -3 14 18 15 28 -4 21 -18 19 -9 -17 29 -15 -12 -5 -1 -14 -6 -7 -8 right_child=2 6 13 24 27 11 16 8 9 -11 23 -13 26 22 -16 20 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0039910348934873432 -0.0077127851176821754 -0.0034687023374429973 0.0077086051963140894 -0.0073056617683056341 0.0078799126742805821 -0.003214974876855388 0.00012176665552040564 0.0088333677942413168 0.0042985489496259882 0.012834162877621747 0.0097805083425535674 -0.0015278651266808626 0.0023933657346742387 0.0090365365118122015 0.012842439427520815 0.02046588118625961 0.00087469057685423529 0.011497386995659366 0.0011469164489556663 0.0032549560834025052 0.01160815209414643 0.0087718469673168376 0.00024187847377542433 0.0031312423512655572 -0.0042255807464561387 0.0079990915684268905 -0.0017106349877081953 0.022729412576711627 0.0046627070196389878 -0.0020707232275316723 leaf_weight=173010 4977 11716 14127 50775 31095 9625 126933 30333 38048 15026 10774 126384 79806 20010 4538 9287 52152 7673 26743 30430 13270 4383 7309 54732 184369 2595 29272 1698 13379 146470 leaf_count=173010 4977 11716 14127 50775 31095 9625 126933 30333 38048 15026 10774 126384 79806 20010 4538 9287 52152 7673 26743 30430 13270 4383 7309 54732 184369 2595 29272 1698 13379 146470 internal_value=-1.9939e-05 -0.00184031 0.00505381 -0.00340572 0.00396673 -0.0023461 0.000290529 0.00336375 0.00358473 0.0067151 0.00305716 -0.000671625 0.00273977 0.00993572 0.00325747 0.0123576 -0.000342285 0.00223713 0.00454441 0.00603971 0.0152692 -0.000897798 0.00668359 0.00422423 -0.00489067 -0.00381385 0.00129202 0.00864881 0.00136664 -0.00105281 internal_weight=1.33094e+06 979508 351431 564675 287428 329531 414833 254635 249658 53074 77222 153926 196584 64003 27542 36684 337611 59825 87506 60763 22557 277786 27319 65506 235144 175605 109078 32793 23004 273403 internal_count=1330939 979508 351431 564675 287428 329531 414833 254635 249658 53074 77222 153926 196584 64003 27542 36684 337611 59825 87506 60763 22557 277786 27319 65506 235144 175605 109078 32793 23004 273403 cat_boundaries=0 1 2 3 cat_threshold=2080 2080 5149 is_linear=0 shrinkage=0.05 Tree=48 num_leaves=31 num_cat=4 split_feature=12 12 136 16 4 8 19 15 113 23 121 136 8 16 38 108 120 136 31 136 8 19 26 30 16 23 15 5 73 8 split_gain=4455.06 1288.9 541.299 432.339 380.93 314.087 348.608 311.359 308.744 289.965 232.564 225.973 220.062 206.9 196.29 188.736 180.755 170.226 170.168 166.588 162.892 159.104 156.571 196.992 155.32 151.462 138.784 136.432 123.907 119.396 threshold=1.8750000000000002 2.7749999761581425 0 15.405000209808351 7.0499999523162851 13.550000190734865 11.775000095367433 1.825000047683716 -0.85260769724845875 6.805000066757203 -0.84335932135581959 1 10.34999990463257 15.405000209808351 16.050000190734867 0.25588314235210424 0.7933231294155122 2 1017.3500061035157 3 6.0499999523162851 15.405000209808351 289.50000000000006 1003.9500122070314 8.7100000381469744 8.5850000381469744 2.5049999952316289 3.9500000476837163 0.7393178939819337 17.349999427795414 decision_type=2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 left_child=2 7 14 5 8 10 19 11 13 -6 27 24 21 -4 -1 17 22 -9 -13 -7 28 -5 23 -12 -2 -22 -24 -3 -17 -8 right_child=1 3 4 12 9 6 29 15 -10 -11 16 18 -14 -15 -16 20 -18 -19 -20 -21 25 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0030606592356717723 -0.0039129983166094192 0.0028608983940032733 -0.00081792673980287918 0.013162793112808416 0.00039715927500010842 0.0084016633753523414 0.011339033157410463 -0.002594065123847941 -0.0033132305312970193 0.008548884040437639 0.015853019347134897 0.004088047954982992 0.016999672883861814 0.0058644753992270586 -0.0054740495700399579 3.1877612485855328e-05 -0.004113477570474899 0.0059353057914839575 0.010401730565366309 0.0010178702371193443 0.00060441335698781348 0.0052337640098276206 0.0073745934661414055 0.0050329114264472492 0.003862356309263266 0.0053004193737898695 0.0016198723287579493 0.013929912197974416 -0.0036061539351238108 0.020208225726362904 leaf_weight=198705 10974 4108 111220 10917 51876 16974 16420 7433 194569 13814 4824 28544 11023 12930 146274 58511 7770 27418 17045 13904 150197 15047 12394 32864 15487 19387 67731 8636 39008 4935 leaf_count=198705 10974 4108 111220 10917 51876 16974 16420 7433 194569 13814 4824 28544 11023 12930 146274 58511 7770 27418 17045 13904 150197 15047 12394 32864 15487 19387 67731 8636 39008 4935 internal_value=-1.89342e-05 0.00316644 -0.00264602 0.00613364 -0.00135554 0.00517345 0.00847684 0.00136117 -0.00207014 0.00211139 0.00392608 0.00431453 0.0110806 -0.000121967 -0.00408384 0.000656466 0.00327298 0.00411713 0.00644722 0.00507988 0.000204927 0.00856766 0.00376014 0.00641787 0.000637493 0.00114127 0.00251003 0.0103618 -0.00142335 0.0133886 internal_weight=1.33094e+06 601551 729388 227547 384409 190560 52233 374004 318719 65690 138327 72050 36987 124150 344979 301954 125583 34851 45589 30878 267103 25964 117813 37688 26461 169584 80125 12744 97519 21355 internal_count=1330939 601551 729388 227547 384409 190560 52233 374004 318719 65690 138327 72050 36987 124150 344979 301954 125583 34851 45589 30878 267103 25964 117813 37688 26461 169584 80125 12744 97519 21355 cat_boundaries=0 1 2 3 4 cat_threshold=6240 6368 2144 1817 is_linear=0 shrinkage=0.05 Tree=49 num_leaves=31 num_cat=4 split_feature=12 12 12 136 26 8 16 122 136 14 114 4 17 28 38 4 8 23 108 136 26 67 28 122 79 136 22 43 12 21 split_gain=4046.09 998.716 679.956 302.201 382.457 290.447 287.806 284.309 255.835 380.368 332.487 214.317 195.137 208.939 191.255 187.422 180.718 160.598 151.718 146.447 152.604 145.644 142.147 136.244 126.009 124.449 121.632 118.691 113.356 112.881 threshold=2.3249999284744267 1.4249999523162844 3.6450001001358037 0 306.50000000000006 5.9500000476837167 20.524999618530277 -0.87878364324569691 1 1.2749999761581423 -0.88697704672813404 3.7500000000000004 18.219999313354496 1017.1499938964845 14.050000190734865 8.6500000953674334 10.650000095367433 7.3650000095367441 0.35536479949951177 2 293.50000000000006 38.835000991821296 1006.0499877929689 -0.73724925518035878 14.914999961853029 3 7.3750000000000009 10.949999809265138 0.94499999284744274 4.6949999332427987 decision_type=2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 left_child=1 11 3 25 5 26 8 -7 -3 -10 16 28 13 19 18 -12 -11 -17 -13 -4 23 -6 -9 -21 -24 -2 -5 -15 -1 -16 right_child=2 6 12 4 21 7 -8 22 9 10 15 14 -14 27 29 17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0057981304304092363 0.00065900352921880064 -0.0031015946631564252 -0.00065168632694753183 0.0091145721235768602 0.0023856564462966696 0.01934891420868429 0.019918694125937376 0.011834050083338151 0.0090122082353612069 0.0012526142025673878 -0.0017227793478760359 0.0043450944635861728 0.02116702560010271 0.0035842400424421434 -0.006688195695016933 0.00090610842771603791 0.0070940589556413736 0.012212624913582708 -0.00134445748749096 0.024382078911844247 0.0080718125567896971 -0.0033913045031007771 0.0070836803943946525 0.012473456948126986 0.0026531422959975575 -0.0065702464101242255 0.0015691060870706972 0.013835906114178809 -0.0036159061120349619 -0.0027201241291908824 leaf_weight=94929 38857 70158 2900 6097 99360 4603 1766 11446 11787 129449 226070 14718 2963 25238 21854 45966 14749 3371 57467 2796 21510 12256 59183 17035 22019 7020 43070 3179 159493 99630 leaf_count=94929 38857 70158 2900 6097 99360 4603 1766 11446 11787 129449 226070 14718 2963 25238 21854 45966 14749 3371 57467 2796 21510 12256 59183 17035 22019 7020 43070 3179 159493 99630 internal_value=-1.79827e-05 -0.00175919 0.00434685 0.00329116 0.0039559 0.00563675 -0.000230669 0.00722017 -0.000301616 0.000153817 -9.50176e-05 -0.00347609 0.00858951 0.0080766 -0.00222276 -0.00111344 0.00185009 0.00167864 -0.000184399 0.0102255 0.010986 0.00175132 0.00661758 0.0141525 0.00588228 -0.000448392 0.00250479 0.00473109 -0.00443013 -0.00343395 internal_weight=1.33094e+06 951407 379532 303911 258034 146418 503316 97251 501550 431392 419605 448091 75621 72658 193669 275407 144198 49337 72185 44241 41341 111616 92648 19831 81202 45877 49167 28417 254422 121484 internal_count=1330939 951407 379532 303911 258034 146418 503316 97251 501550 431392 419605 448091 75621 72658 193669 275407 144198 49337 72185 44241 41341 111616 92648 19831 81202 45877 49167 28417 254422 121484 cat_boundaries=0 1 2 3 4 cat_threshold=6240 6176 2144 4160 is_linear=0 shrinkage=0.05 Tree=50 num_leaves=31 num_cat=3 split_feature=12 12 12 38 4 16 79 136 26 28 126 111 8 136 18 4 127 2 16 8 15 31 32 67 31 28 15 136 67 15 split_gain=3796.34 1051.97 519.324 305.167 302.79 289.509 286.702 274.214 317.634 300.995 251.444 221.923 207.782 192.89 173.806 167.901 161.96 172.878 152.458 151.588 147.661 137.021 148.152 135.586 130.036 138.14 129.453 120.844 118.857 118.4 threshold=2.4450000524520878 1.6749999523162844 3.9650000333786015 15.550000190734865 4.5499999523162851 18.219999313354496 9.9549999237060565 0 296.50000000000006 1014.8500061035157 -0.28400452435016627 0.46471868455410009 11.150000095367433 1 12.309999942779543 7.6499998569488534 0.58068084716796886 163.50000000000003 18.219999313354496 6.3500001430511483 1.6050000190734866 1000.3500061035157 10.449999809265138 45.465000152587898 1016.2500000000001 1004.1499938964845 2.5649999380111699 2 44.395000457763679 1.0049999952316286 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 3 5 4 18 7 11 -2 9 24 15 13 23 -3 -14 -6 17 -4 -1 -15 -13 22 -19 -10 25 -9 -11 -17 -18 -5 right_child=2 6 16 29 10 -7 -8 8 12 26 -12 20 14 19 -16 27 28 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0032078904407435898 -0.00086945851848641497 -0.00020222806028444577 0.0075284614110007449 -0.0055838677438670601 0.0023501609711462455 0.014426461694235683 -0.0015475840517322108 0.014274049794109954 0.0018729832335536698 0.0077251509863265899 -0.0010911491393456733 0.0034692140492675288 0.0035151755073723314 0.0036098760832748281 0.0098468507618311787 0.0043577294804094842 0.0080634056856285566 0.012791802318339707 0.0074753122716095218 0.010330289774112458 0.00010262112439850904 0.013800330518662607 0.045521115977482283 -0.0041973748048635979 0.020538968919720083 0.0070836348565957779 0.0026862250677419904 0.01978404304977803 -0.001112393792498331 -0.0032938757328828932 leaf_weight=233453 30902 15603 13388 98420 19139 6281 119637 9465 79110 18457 116748 39752 48922 19451 13923 2423 14409 649 3388 14757 180291 14721 740 10409 2744 22698 41194 2703 4674 132346 leaf_count=233453 30902 15603 13388 98420 19139 6281 119637 9465 79110 18457 116748 39752 48922 19451 13923 2423 14409 649 3388 14757 180291 14721 740 10409 2744 22698 41194 2703 4674 132346 internal_value=2.44981e-06 -0.00153934 0.00462806 -0.00283789 -0.00196292 0.00381116 0.000489778 0.00357118 0.00412678 0.00640334 -0.000128593 0.00139302 0.00271421 0.00440671 0.00491793 0.00450262 0.00940531 0.0117273 -0.00305507 0.0065071 0.000710815 0.0152168 0.0302286 0.00116714 0.010091 0.00919965 0.00424535 0.0125393 0.00581598 -0.00427054 internal_weight=1.3308e+06 998111 332686 608620 377854 284105 389491 277824 246922 94558 141013 269854 152364 49811 62845 24265 48581 29498 236841 34208 220043 16110 1389 89519 34907 32163 59651 5126 19083 230766 internal_count=1330797 998111 332686 608620 377854 284105 389491 277824 246922 94558 141013 269854 152364 49811 62845 24265 48581 29498 236841 34208 220043 16110 1389 89519 34907 32163 59651 5126 19083 230766 cat_boundaries=0 1 2 3 cat_threshold=2144 6240 6169 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=31 num_cat=5 split_feature=12 12 136 127 56 136 8 108 79 22 16 121 19 8 16 136 110 67 16 8 136 8 23 15 37 8 112 110 28 136 split_gain=3441.13 940.731 443.115 365.42 352.349 308.272 340.168 270.9 270.072 253.623 233.718 231.117 205.34 202.428 190.543 189.459 212.821 186.955 186.752 167.607 157.779 216.018 155.33 151.9 146.061 145.915 116.868 116.85 138.74 106.701 threshold=1.9049999713897707 2.7749999761581425 0 0.66259482502937328 243.66116333007815 1 9.3499999046325701 0.48226885497570043 12.074999809265138 8.0150003433227557 17.029999732971195 -0.84335932135581959 15.405000209808351 8.4499998092651385 13.344999790191652 2 0.35864566266536718 30.025000572204593 14.550000190734865 6.0499999523162851 3 15.34999990463257 6.5050001144409189 1.8849999904632571 15.550000190734865 18.250000000000004 -0.88697704672813404 0.40651112794876104 1005.5499877929689 4 decision_type=2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 1 left_child=2 8 24 5 13 29 9 19 10 -7 15 27 -12 26 -11 -2 -17 20 25 -6 21 -5 -15 -18 -1 -13 -4 28 -8 -3 right_child=1 3 4 17 7 6 11 -9 -10 14 12 18 -14 22 -16 16 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0025581818010069865 -0.0039815489177453256 0.002335896769083837 -0.00083674525954347066 0.0045784764096564309 0.0026376552740362286 0.011382192350637647 0.078649622775942285 -0.00056894778965244325 -0.00082223313932571797 -0.0010898182516394864 0.014543654859150762 0.0071565247321836792 0.0023080415119296582 -0.00077791784698659884 0.0060249069244039709 0.0059457505779530132 0.0040104025237818778 -0.00041140648875976612 0.015664138177497174 0.0099289184413072582 0.00089847987136388403 0.013159402610321939 0.0053001409903842738 0.00072125154586634823 -0.0046065631704933392 0.018210668579258626 -0.0032877489894776527 0.016770328924255527 0.028911326133114448 -0.0090217531437107763 leaf_weight=179633 13334 10947 67561 52438 26559 14249 159 62082 107586 14052 6964 28841 6755 42552 28491 31710 46396 25869 11758 11208 22772 8527 13960 144199 168810 3330 173614 2716 1186 2539 leaf_count=179633 13334 10947 67561 52438 26559 14249 159 62082 107586 14052 6964 28841 6755 42552 28491 31710 46396 25869 11758 11208 22772 8527 13960 144199 168810 3330 173614 2716 1186 2539 internal_value=2.33599e-06 0.00287389 -0.00224885 0.00538373 -0.00110786 0.00731126 0.00822668 0.00146236 0.00127161 0.00560865 0.002175 0.0113266 0.00851905 -0.00197 0.00367491 0.00180564 0.00215285 0.00330386 0.0102716 0.00480146 0.00445162 0.00577772 0.000723528 0.00152192 -0.00355046 0.00830073 -0.00260114 0.0227388 0.0347912 0.000192499 internal_weight=1.3308e+06 584818 745979 227874 397536 118268 104782 99849 356944 56792 249358 47990 13719 297687 42543 235639 222305 109606 43929 37767 83737 60965 56512 190595 348443 32171 241175 4061 1345 13486 internal_count=1330797 584818 745979 227874 397536 118268 104782 99849 356944 56792 249358 47990 13719 297687 42543 235639 222305 109606 43929 37767 83737 60965 56512 190595 348443 32171 241175 4061 1345 13486 cat_boundaries=0 1 2 3 4 5 cat_threshold=6240 2144 2080 1819 64 is_linear=0 shrinkage=0.05 Tree=52 num_leaves=31 num_cat=0 split_feature=12 12 16 8 19 52 79 120 126 56 8 19 126 55 4 121 5 13 8 67 12 16 4 31 15 120 126 16 105 23 split_gain=3122.98 891.645 457.839 307.856 395.503 278.531 248.471 239.122 250.797 229.221 223.517 219.305 217.37 209.402 202.212 183.156 205.046 168.944 129.474 127.344 124.113 123.323 119.795 113.24 104.461 103.927 103.115 101.814 98.7409 98.3154 threshold=2.4750000238418584 1.6749999523162844 15.405000209808351 13.550000190734865 10.960000038146974 3.745000004768372 9.9549999237060565 0.72534674406051647 0.50751903653144848 243.66116333007815 8.6500000953674334 15.405000209808351 -0.41467745602130884 2.745000004768372 5.4500000476837167 -0.36648726463317866 4.0499999523162851 5.5850000381469735 18.250000000000004 30.525000572204593 0.63499999046325695 18.219999313354496 8.1500000953674334 1018.5499877929689 1.5249999761581423 0.9238443672657014 -0.52247866988182057 18.219999313354496 -0.91288465261459339 6.2650001049041757 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 7 -5 10 9 8 15 23 20 21 -12 -7 24 16 -2 22 28 -10 -1 -4 -13 -3 -11 -16 -25 -22 -6 -8 right_child=2 6 11 4 18 13 29 -9 19 14 12 17 -14 -15 25 -17 -18 -19 -20 -21 27 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.0072536158394650718 0.002296852095446411 -0.00027273291147353931 0.010650122989401257 0.0030971104026433732 0.022898627518406326 0.0058841675026116997 0.0001731859732413063 -0.0036024685232111352 0.0024123352743869193 0.0070959564938169808 0.008271674510879401 0.0028852528335630298 -0.0012806578746293617 -0.0010658398868449114 0.0075187594607778827 0.0035410090451999453 0.011696661037875936 0.024660059322507057 0.01956905444467098 -0.0016399055178768808 -0.0033591937589338445 0.019867582728444806 0.010834713753751841 0.007406688340106442 0.0004213047326407707 -0.0082301626660356477 0.001452462370474846 0.0044040754274236307 0.0088772305842394188 -0.0026602447140874758 leaf_weight=20620 8656 148846 15522 36700 1327 12181 55336 14498 88583 7027 6703 18078 53407 98305 28160 56389 17594 1140 3780 24820 413137 4736 6423 8580 35353 1088 47672 4267 23339 68530 leaf_count=20620 8656 148846 15522 36700 1327 12181 55336 14498 88583 7027 6703 18078 53407 98305 28160 56389 17594 1140 3780 24820 413137 4736 6423 8580 35353 1088 47672 4267 23339 68530 internal_value=2.21552e-06 -0.00136506 0.00429305 0.00352326 0.00652699 -0.0025708 0.00046682 0.00259384 0.00305208 0.00129994 -0.00307455 0.0089167 -0.000215456 -0.000299607 0.00373501 0.00514704 0.00859705 0.00584468 0.0109521 0.00152544 -0.0034669 0.012805 0.00496922 0.000449522 0.00152802 0.00693291 0.00236065 -0.00327983 0.00963156 -0.00139444 internal_weight=1.3308e+06 1.00921e+06 321585 275686 65146 608620 400592 210540 196042 276726 498134 45899 60110 110486 71628 82639 26250 25641 28446 113403 438024 20258 24501 205098 42380 29248 56252 417404 24666 123866 internal_count=1330797 1009212 321585 275686 65146 608620 400592 210540 196042 276726 498134 45899 60110 110486 71628 82639 26250 25641 28446 113403 438024 20258 24501 205098 42380 29248 56252 417404 24666 123866 is_linear=0 shrinkage=0.05 Tree=53 num_leaves=31 num_cat=5 split_feature=12 12 136 109 16 4 4 8 136 4 113 16 121 67 52 28 108 38 80 28 136 6 131 25 136 61 36 55 120 136 split_gain=2827.8 632.57 505.063 370.375 294.24 274.479 271.751 224.272 218.229 193.021 188.846 177.698 164.695 159.685 206.106 157.301 152.618 152.402 144.218 137.725 134.493 130.926 122.488 122.145 119.239 112.547 106.735 109.057 109.575 105.459 threshold=2.0749999284744267 3.435000061988831 0 0.33663111925125128 12.309999942779543 7.3500001430511483 6.5499999523162851 5.8500001430511483 1 14.449999809265138 -0.82409480214118946 15.405000209808351 -0.74892720580101002 23.835000038146976 7.8350000381469735 1012.3500061035157 0.13889128714799884 16.250000000000004 287.89741516113287 1011.4500122070314 2 6.7500000000000009 290.50000000000006 301.50000000000006 3 0.76866173744201671 10.84999990463257 30.785000801086429 -0.66259482502937306 4 decision_type=2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 1 left_child=2 4 17 7 13 10 18 -4 9 12 11 -5 -3 14 20 22 -15 -1 24 -8 -2 -7 26 -22 -6 -14 -10 -28 -29 -21 right_child=1 8 3 5 6 21 19 -9 15 -11 -12 -13 25 16 -16 -17 -18 -19 -20 29 23 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0023530818087137526 -0.0013955534062282814 0.016427150894721219 0.00080999309435286098 -0.0010390209994776737 0.00020804266906131161 0.0050227663167518337 0.011938965183440011 0.0073527171770355121 0.0011345705263838017 0.023030857759708562 -0.0028272772357052548 0.0047151755403153466 0.0085853730587360146 0.0040931939546109738 0.0060821146275197059 0.0025994469961566754 -0.0030552350410113526 -0.0044447498341980149 -0.00075226271215727007 -0.00028994445388805479 0.0042809613188759038 0.00028062811910065615 -0.0062000368590652416 0.000892100554731887 0.0049573391311748503 0.0013447950343715056 0.0081287450244600535 0.031602115361806682 0.013080063720376497 0.0063590537664347168 leaf_weight=227776 42322 5576 38101 123311 19081 19588 9694 19959 3571 2414 195332 15055 27121 9351 23108 37081 37052 140990 29371 6957 36987 56650 1424 94586 43050 6691 11900 1024 3626 42048 leaf_count=227776 42322 5576 38101 123311 19081 19588 9694 19959 3571 2414 195332 15055 27121 9351 23108 37081 37052 140990 29371 6957 36987 56650 1424 94586 43050 6691 11900 1024 3626 42048 internal_value=2.10474e-06 0.00300168 -0.00176889 -0.000678401 0.00209795 -0.00120777 0.00383823 0.00305915 0.00654369 0.00930442 -0.00182618 -0.000412932 0.00846552 0.00102406 0.0016456 0.00457285 -0.0016147 -0.0031527 0.00213482 0.00649356 0.00105606 0.00149904 0.00797139 0.00184462 0.00349962 0.00715255 0.00897433 0.0106659 0.0171589 0.00541637 internal_weight=1.3308e+06 494035 836762 467996 393607 409936 150201 58060 100428 41802 333698 138366 39388 243406 197003 58626 46403 368766 91502 58699 173895 76238 21545 131573 62131 33812 20121 16550 4650 49005 internal_count=1330797 494035 836762 467996 393607 409936 150201 58060 100428 41802 333698 138366 39388 243406 197003 58626 46403 368766 91502 58699 173895 76238 21545 131573 62131 33812 20121 16550 4650 49005 cat_boundaries=0 1 2 3 4 5 cat_threshold=6240 1304 6244 7264 2144 is_linear=0 shrinkage=0.05 Tree=54 num_leaves=31 num_cat=4 split_feature=12 12 127 4 136 120 127 24 122 30 136 8 31 8 21 8 136 23 12 15 8 109 126 28 0 136 7 8 8 35 split_gain=2577.75 807.356 310.664 309.27 269.402 321.752 250.434 247.249 241.622 213.46 207.692 244.076 199.993 194.651 187.613 181.646 192.116 160.351 159.87 159.1 154.659 148.022 146.088 139.244 136.868 121.103 117.638 116.883 116.682 115.538 threshold=1.8049999475479128 2.7150000333786015 0.62249094247818004 4.2500000000000009 0 -0.44618082046508784 1.0000000180025095e-35 286.50000000000006 -0.46173103153705591 1001.8500061035157 1 11.150000095367433 1017.1499938964845 6.1499998569488534 5.1250000000000009 7.4500000476837167 2 7.4249999523162851 1.0149999856948855 1.7849999666213991 15.949999809265138 0.39785909652709966 0.41467745602130895 1015.1499938964845 100.50000000000001 3 10.050000190734865 10.550000190734865 13.050000190734865 12.750000000000002 decision_type=2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=3 6 4 18 -3 13 12 9 14 -7 -8 19 28 -6 -5 -4 20 -13 -1 -12 26 29 -15 -14 -23 -9 -17 -26 -2 -10 right_child=1 2 15 8 5 7 10 25 21 -11 11 17 23 22 -16 16 -18 -19 -20 -21 -22 24 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.0044321503348788739 0.00083296975289287351 -0.00015964451296939577 -0.00055811098079583627 -0.0043036654997632576 0.0049546282809106289 0.017425694353070415 -0.0017607635596570657 -0.0015165138670516394 0.0084755426101256245 0.0067760236293713796 0.0039892060437610559 0.0036107039968958443 0.01845883519212561 0.017755792024397442 -0.00088309172788655411 0.0061902767801364231 0.00014407000604862714 0.015116557378299717 -0.0023143820099837844 -0.00063452911994793136 0.011615268463661177 -0.0033836633955841577 0.0097394165797242485 0.0050044023944691603 0.00052918254424304202 0.0045332015596520085 0.001687053817323015 0.007842701820829065 0.0081406117348756506 0.0014916819507997607 leaf_weight=134108 75255 14033 30576 57564 8336 5553 99937 11984 10500 30821 22153 35558 2026 11771 132036 35797 25183 3310 265619 116159 8382 21089 10989 37838 47506 26689 24379 6173 5890 13583 leaf_count=134108 75255 14033 30576 57564 8336 5553 99937 11984 10500 30821 22153 35558 2026 11771 132036 35797 25183 3310 265619 116159 8382 21089 10989 37838 47506 26689 24379 6173 5890 13583 internal_value=2.0032e-06 0.00227924 0.00454077 -0.00212448 0.00635353 0.00721396 0.000890412 0.00544261 -0.000876707 0.00840184 6.17385e-05 0.00108974 0.00278812 0.0114912 -0.0019216 0.0027884 0.00387995 0.00459054 -0.00302489 0.00010604 0.00525145 0.00112744 0.0138853 0.00568819 2.93477e-05 0.00265929 0.00436589 0.00137023 0.0013634 0.00453659 internal_weight=1.3308e+06 642619 244493 688178 120176 106143 398126 75047 288451 36374 277117 177180 121009 31096 189600 124317 93741 38868 399727 138312 68558 98851 22760 39864 74768 38673 60176 53679 81145 24083 internal_count=1330797 642619 244493 688178 120176 106143 398126 75047 288451 36374 277117 177180 121009 31096 189600 124317 93741 38868 399727 138312 68558 98851 22760 39864 74768 38673 60176 53679 81145 24083 cat_boundaries=0 1 2 3 4 cat_threshold=2144 6372 1819 4229 is_linear=0 shrinkage=0.05 Tree=55 num_leaves=31 num_cat=4 split_feature=12 12 16 4 79 136 8 136 120 136 110 109 25 15 62 16 4 23 67 17 16 120 52 67 12 30 136 8 19 18 split_gain=2310.74 717.758 300.077 288.696 270.09 253.987 252.633 254.635 313.481 240.555 291.253 223.196 192.24 184.589 175.141 146.211 144.747 152.691 142.686 139.618 132.606 130.27 135.61 140.526 119.9 119.794 119.151 206.927 110.903 106.305 threshold=1.8149999976158144 2.9750000238418584 18.219999313354496 3.7500000000000004 11.484999656677248 0 8.6500000953674334 1 -0.78257837891578663 2 0.35864566266536718 0.39785909652709966 287.50000000000006 1.6749999523162844 0.78111672401428234 18.219999313354496 8.8499999046325701 7.9249999523162851 64.43500137329103 10.405000209808351 17.029999732971195 0.59480014443397533 7.8350000381469735 21.505000114440922 1.0549999475479128 1000.4500122070314 3 16.050000190734867 11.775000095367433 15.405000209808351 decision_type=2 2 2 2 2 1 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=3 4 6 15 9 11 14 -8 -9 -2 20 -5 25 -12 -3 24 -15 -18 26 -7 -11 22 23 -6 -1 -10 -14 -28 -29 -4 right_child=1 2 29 5 21 19 7 8 12 10 13 -13 18 16 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0043128503016429181 -0.0035767505486054858 0.0037587220923986902 0.027904354085069884 0.0059123770624221255 -0.00035680321538829253 -0.0033562433509512638 -0.0022604949875573575 0.016422985489676391 0.018682805853474704 0.0054143730403429183 0.0049852228426333798 -4.2678433028578395e-05 0.00075528911362151381 0.00041574363872377406 -0.0018421627013199477 0.0053920018817763078 0.0024828791450576537 0.01114478585091698 -0.0034825792470242044 -0.00079794313626962608 0.016737203221199305 -0.0068219598657877096 0.0018242129694415036 -0.0050675135469936622 -0.00240025292721943 0.0083478609316208329 0.0048937417125456293 0.0088632733958010981 0.02109273728352911 0.012117934257274808 leaf_weight=130914 18549 47190 1516 18450 66328 100616 8545 7702 3237 38883 35776 106910 12133 168968 19820 5124 43367 5764 5134 113480 2770 8126 48196 20795 219056 20955 41378 4568 3120 3596 leaf_count=130914 18549 47190 1516 18450 66328 100616 8545 7702 3237 38883 35776 106910 12133 168968 19820 5124 43367 5764 5134 113480 2770 8126 48196 20795 219056 20955 41378 4568 3120 3596 internal_value=-1.99479e-06 0.00217443 0.00485975 -0.00199625 0.00112445 -0.000953649 0.00450853 0.0060188 0.00673858 0.00194545 0.0022921 0.000833697 0.00591536 0.00165638 0.00210211 -0.00299294 0.00111033 0.00349909 0.00452387 -0.00200014 0.00616736 -0.000673153 -0.000303913 -0.00148118 -0.0031157 0.00973072 0.00519553 0.00629208 0.0138263 0.0167995 internal_weight=1.33097e+06 636416 178894 694550 457522 339456 173782 106772 98227 314077 295528 125360 90525 253875 67010 355094 218099 49131 66333 214096 41653 143445 135319 87123 349970 24192 61199 49066 7688 5112 internal_count=1330966 636416 178894 694550 457522 339456 173782 106772 98227 314077 295528 125360 90525 253875 67010 355094 218099 49131 66333 214096 41653 143445 135319 87123 349970 24192 61199 49066 7688 5112 cat_boundaries=0 1 2 3 4 cat_threshold=926 2144 2080 4228 is_linear=0 shrinkage=0.05 Tree=56 num_leaves=31 num_cat=3 split_feature=12 12 16 38 17 136 26 8 8 136 120 127 4 109 120 24 22 127 120 79 110 67 14 136 8 19 16 30 28 109 split_gain=2086.25 669.054 271.14 263.163 262.063 252.539 345.354 220.044 218.188 216.435 247.674 181.641 172.369 164.4 160.128 158.818 155.771 144.906 135.082 132.818 130.947 129.761 119.011 114.102 163.958 113.896 107.275 104.028 96.0381 89.0043 threshold=1.7849999666213991 2.995000004768372 17.029999732971195 13.650000095367433 18.219999313354496 0 304.50000000000006 4.9500000476837167 8.9499998092651385 1 -0.77159520983695973 0.608738273382187 3.6499999761581425 0.39356006681919103 -0.53727915883064259 289.50000000000006 8.1350002288818377 0.52247866988182079 0.49240480363368994 12.324999809265138 0.41829799115657812 67.924999237060561 0.63499999046325695 2 16.250000000000004 17.029999732971195 17.029999732971195 1000.4500122070314 1007.1499938964845 0.38432872295379644 decision_type=2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=3 4 8 12 5 28 7 -7 16 -10 29 14 -1 -14 20 27 17 -3 -8 -18 -9 23 -5 -17 -25 -4 -24 -12 -2 -11 right_child=1 2 25 22 -6 6 18 11 9 10 15 -13 13 -15 -16 21 19 -19 -20 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0020259875326423967 0.0041311493391828448 0.0097607887045025876 0.015779617441510154 -0.0066728704903478752 0.0096870142136679382 0.00050051059579507486 0.00027849122668933935 0.017029275364260979 -0.002483130928550775 0.02509179554050163 0.017490752402938327 0.0023344781327396288 0.0041886127030870846 -0.0002798944396431069 0.0045920244944903585 0.00010571936210657793 0.0021486859255235346 0.0002922888934680267 -0.0052619016367003281 -0.0035690929320906931 0.0072834804353351674 -0.0042693388734268084 -0.0027094553238006507 0.0045743487116815043 0.013077111954466484 0.0068739635281457843 0.0010742830063836535 0.0076484260076717719 -0.0019341057013755594 0.012018263012674113 leaf_weight=119951 7072 9922 7046 18078 8618 62080 175803 5089 7715 1675 3104 67926 25652 104172 46121 10717 30960 6817 11736 15115 10680 4314 389098 37483 6680 7320 19680 19874 84624 5844 leaf_count=119951 7072 9922 7046 18078 8618 62080 175803 5089 7715 1675 3104 67926 25652 104172 46121 10717 30960 6817 11736 15115 10680 4314 389098 37483 6680 7320 19680 19874 84624 5844 internal_value=-1.89696e-06 0.00201111 0.00466146 -0.00194857 0.00104662 0.000888567 0.00145762 0.0029489 0.00407143 0.00555314 0.00624398 0.00411975 -0.000659514 0.00060304 0.00607915 0.00544988 0.00177374 0.00590472 -6.82209e-05 0.000272957 0.0104287 0.00408034 -0.00270286 0.00473669 0.00585913 0.0112419 -0.00252729 0.00897798 -0.00146617 0.0149306 internal_weight=1.33097e+06 654335 174586 676631 479749 471131 379435 191896 160220 97406 89691 129816 249775 129824 61890 82172 62814 16739 187539 46075 15769 59194 426856 54880 44163 14366 408778 22978 91696 7519 internal_count=1330966 654335 174586 676631 479749 471131 379435 191896 160220 97406 89691 129816 249775 129824 61890 82172 62814 16739 187539 46075 15769 59194 426856 54880 44163 14366 408778 22978 91696 7519 cat_boundaries=0 1 2 3 cat_threshold=6240 2144 4228 is_linear=0 shrinkage=0.05 Tree=57 num_leaves=31 num_cat=0 split_feature=12 12 16 16 120 127 4 18 8 19 52 13 23 8 23 79 8 19 122 127 8 120 130 79 16 8 126 92 122 28 split_gain=1889.41 585.444 341.948 263.162 220.601 223.215 217.823 266.106 249.777 174.93 156.382 155.761 137.827 135.722 130.963 130.153 126.87 195.317 126.637 119.319 119.022 117.241 115.954 112.433 111.149 111.087 110.777 105.205 105.082 100.734 threshold=2.495000004768372 1.4149999618530276 15.405000209808351 20.524999618530277 0.7933231294155122 0.58068084716796886 3.7500000000000004 10.405000209808351 11.150000095367433 15.405000209808351 2.8249999284744267 6.0750000476837167 7.3250000476837167 5.9500000476837167 5.8250000476837167 8.1849999427795428 13.550000190734865 10.405000209808351 0.31729258596897131 0.18222858756780627 10.949999809265138 0.90255093574523937 300.50000000000006 17.804999351501468 20.524999618530277 9.0500001907348651 -0.49240480363368982 -0.65283977985382069 -0.73724925518035878 1007.1499938964845 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 4 6 5 16 14 28 19 24 25 20 -10 -7 -3 -16 18 -18 22 -9 -11 -21 29 -15 -4 -1 -27 -12 -8 -2 right_child=2 3 9 -5 -6 13 7 8 12 11 27 -13 -14 23 15 -17 17 -19 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0031101661679694198 0.0096994860119630905 0.0025871507146651212 0.0098682160734939652 0.017686737725750412 -0.003804149483889574 -0.0020211624451982493 -0.0026898591328969614 0.0031829782741775686 0.0040045463185066675 0.0021808732860371205 -0.0022507768990401621 0.029269566205304159 0.011430494496846489 0.0034777737981137851 -0.00098105857482063525 -0.003983308829485715 0.0017059305884260312 0.011595467743776421 1.0815250132254894e-05 0.00055278037839082031 0.010598186687955332 -0.0081262316156455305 -0.0021055926806289654 0.00034935752973300427 0.024395649810215855 0.010232526605952334 -0.00074500967127027638 0.0012418082310840157 2.3894721009969277e-05 0.0044974169791119041 leaf_weight=333285 11175 18844 18590 2096 12405 20664 48374 50140 22090 19284 43225 626 8713 79934 133967 49415 7701 14196 17168 101042 5369 4047 5628 44826 1417 2603 19624 43022 135853 55643 leaf_count=333285 11175 18844 18590 2096 12405 20664 48374 50140 22090 19284 43225 626 8713 79934 133967 49415 7701 14196 17168 101042 5369 4047 5628 44826 1417 2603 19624 43022 135853 55643 internal_value=-1.80301e-06 -0.00104996 0.00338408 2.26591e-06 0.00270818 0.0030226 -6.2481e-05 0.000658304 0.00199222 0.00740404 -0.00241856 0.00463944 0.00610507 0.00173209 -0.00138218 -0.00179006 0.00470558 0.0081174 0.00387191 0.00117608 0.00401402 0.00021855 0.00478689 0.00235374 0.0108971 -0.00288192 0.000540568 -0.000508595 -0.000688678 0.00536744 internal_weight=1.33097e+06 1.01634e+06 314626 574581 269340 256935 572485 370259 186032 45286 441759 25279 30803 145424 202226 183382 111511 21897 89614 155229 24653 105089 72446 124760 20007 355512 22227 86247 184227 66818 internal_count=1330966 1016340 314626 574581 269340 256935 572485 370259 186032 45286 441759 25279 30803 145424 202226 183382 111511 21897 89614 155229 24653 105089 72446 124760 20007 355512 22227 86247 184227 66818 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=31 num_cat=6 split_feature=12 16 8 19 136 113 8 19 120 136 127 4 16 16 136 4 121 6 121 8 13 31 23 120 136 12 136 136 127 6 split_gain=1720.06 528.776 319.549 350.657 311.657 286.833 272.569 242.774 200.764 198.082 185.125 173.151 171.574 156.155 150.563 137.901 131.598 163.186 118.716 118.522 117.438 107.399 107.28 107.207 106.826 106.085 105.284 104.839 104.191 95.278 threshold=1.9550000429153445 14.039999961853029 12.34999990463257 10.960000038146974 0 -0.86159634590148915 11.750000000000002 15.405000209808351 0.59480014443397533 1 0.19936034083366397 7.8500001430511483 20.524999618530277 15.405000209808351 2 6.4500000476837167 -0.46173103153705591 3.7500000000000004 -0.35019405186176294 4.8500001430511483 6.0750000476837167 1017.4500122070314 6.9449999332427987 -0.71322327852249134 3 0.56499999761581432 4 5 1.0000000180025095e-35 8.5500001907348651 decision_type=2 2 2 2 1 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 1 1 2 2 left_child=4 2 8 9 25 11 7 12 10 -4 16 13 28 -6 23 -7 17 -2 26 -12 -9 -18 -17 -5 -21 -1 -11 -19 -3 -26 right_child=1 6 3 14 5 15 -8 20 -10 18 19 -13 -14 -15 -16 22 21 27 -20 24 -22 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.0077988194044692248 0.00046197338595520564 0.008466860493704053 0.0039172147096702171 0.021732594347862292 3.9263549921005658e-05 -0.0022524847067597006 0.0104001372517435 0.0011359943449090017 -0.0032809480080737176 -0.0010001101366259528 -0.0027162337339782881 0.0066045078344187927 0.020564778743165691 0.0055316169163581817 0.0049623974116719894 -0.00050968152461681993 0.0003835954746908922 -0.0023415269402374084 0.0034847724265961639 0.0033665725730562821 0.025355506846552401 0.0045308387006084798 0.0048949960466248971 0.0094796836669377264 0.0010312457086109261 -0.0024708662303609065 -0.0081568668044749281 0.0097416409461936054 0.0038006573869297719 -0.0017742913564843391 leaf_weight=9602 10145 20901 36669 2064 121579 198397 20074 46181 31287 15997 33211 13284 2049 14483 28316 59985 55782 2024 8867 28061 506 21677 10841 13216 79349 345952 7568 16005 27975 48919 leaf_count=9602 10145 20901 36669 2064 121579 198397 20074 46181 31287 15997 33211 13284 2049 14483 28316 59985 55782 2024 8867 28061 506 21677 10841 13216 79349 345952 7568 16005 27975 48919 internal_value=-1.71286e-06 0.00211761 0.00132 0.00361555 -0.00152619 -0.000601489 0.00509398 0.00400276 0.00052755 0.00140023 0.000931234 0.00115585 0.00639031 0.000623892 0.0071269 -0.00157636 0.00260855 0.00553476 -0.00144634 -3.5561e-06 0.00139849 0.00154421 0.000317587 0.0111275 0.000572733 -0.00261468 -0.00330242 0.00838925 0.00579608 -3.87303e-05 internal_weight=1.33097e+06 556843 439157 112697 774123 418569 117686 97612 326460 69101 295173 149346 50925 136062 43596 269223 105633 28174 32432 189540 46687 77459 70826 15280 156329 355554 23565 18029 48876 128268 internal_count=1330966 556843 439157 112697 774123 418569 117686 97612 326460 69101 295173 149346 50925 136062 43596 269223 105633 28174 32432 189540 46687 77459 70826 15280 156329 355554 23565 18029 48876 128268 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=6240 1817 1562 24 4166 2080 is_linear=0 shrinkage=0.05 Tree=59 num_leaves=31 num_cat=5 split_feature=8 23 136 112 16 127 20 8 136 136 130 30 11 8 19 136 121 120 115 126 0 125 17 76 7 8 16 28 136 0 split_gain=1409.93 757.515 564.639 562.193 326.247 325.976 312.166 197.718 177.421 169.83 173.1 346.228 167.754 193.101 164.376 156.854 181.608 143.191 137.774 130.637 191.165 129.973 121.851 113.33 112.282 184.088 109.663 106.82 100.518 99.843 threshold=9.3499999046325701 6.7049999237060556 0 -0.86159634590148915 17.029999732971195 0.58068084716796886 6.4149999618530282 4.6499998569488534 1 2 304.50000000000006 1000.4500122070314 1.0000000180025095e-35 4.5499999523162851 17.029999732971195 3 -0.33379416167736048 -0.47714059054851526 -0.86159634590148915 0.33379416167736059 196.50000000000003 -0.3172925859689712 8.0099999904632586 15.50500011444092 10.050000190734865 14.150000095367433 17.029999732971195 1007.1499938964845 4 91.500000000000014 decision_type=2 2 1 2 2 2 2 2 1 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=2 6 26 4 7 9 15 -4 24 -3 11 -11 23 -14 -6 16 22 -13 -15 20 -9 -10 28 -5 25 -7 27 -1 -2 -18 right_child=1 5 3 12 14 8 -8 19 21 10 -12 17 13 18 -16 -17 29 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0012354897294689395 -0.0088077092624508496 0.0037338842794552339 -0.0002844952520387923 8.1022642918403124e-05 0.012375311130689704 0.00521492342521368 0.0048959455586566093 0.0025371178691037371 0.021848927118844588 0.024904819267525954 -0.0012114665800085011 0.01389176868868301 -0.0031258893792663897 0.0020011968350334224 0.0026703576122481358 0.0012675566979094477 -0.0038376205799539628 0.0073004117410443523 -0.0013044010797524433 0.0011386531746260084 0.0088968804138642704 -0.0010074677267899238 -0.00050374839981757785 0.0069943671087001145 0.0015840726559184207 0.016624304277041375 0.0011033331388425724 -0.0029216787761678019 -0.0030921184597371039 0.0054367338388748567 leaf_weight=16211 11598 16332 113806 16606 10244 35374 37135 42140 640 3801 3414 11409 131268 39158 7600 86933 3907 29660 161633 71838 16420 22092 26414 9219 17969 3928 19750 330256 22930 11281 leaf_count=16211 11598 16332 113806 16606 10244 35374 37135 42140 640 3801 3414 11409 131268 39158 7600 86933 3907 29660 161633 71838 16420 22092 26414 9219 17969 3928 19750 330256 22930 11281 internal_value=-1.62327e-06 0.00275046 -0.000963918 -4.4334e-05 0.0017153 0.00550779 0.000758625 0.0012384 0.00337442 0.00814919 0.00963989 0.0104677 -0.00133276 -0.00163465 0.00824184 -0.000183584 -0.00184057 0.0091315 -0.000659748 0.00256752 0.00432037 -0.000363805 -0.00305994 0.00254895 0.00485741 0.00635522 -0.00252052 -0.00272717 -0.00501544 0.00305098 internal_weight=1.33097e+06 344817 986149 619932 262048 144619 200198 244204 80003 64616 48284 44870 357884 332059 17844 163063 76130 41069 200791 130398 58560 22732 60942 25825 57271 39302 366217 346467 34528 15188 internal_count=1330966 344817 986149 619932 262048 144619 200198 244204 80003 64616 48284 44870 357884 332059 17844 163063 76130 41069 200791 130398 58560 22732 60942 25825 57271 39302 366217 346467 34528 15188 cat_boundaries=0 1 2 3 4 5 cat_threshold=6240 1819 6241 6372 2176 is_linear=0 shrinkage=0.05 Tree=60 num_leaves=31 num_cat=3 split_feature=12 8 23 17 16 28 15 16 8 24 12 136 109 4 12 120 136 24 16 28 19 70 125 43 136 19 8 21 112 122 split_gain=1469.03 505.674 421.943 245.799 242.862 236.546 266.818 256.235 227.917 190.478 190.469 165.371 159.992 147.427 169.315 145.49 130.774 157.299 130.101 121.82 117.458 113.433 111.788 109.259 107.064 100.581 111.443 97.5462 92.1024 91.9766 threshold=2.6350001096725468 6.7500000000000009 7.0250000953674325 18.219999313354496 17.029999732971195 1017.9500122070314 2.7250000238418584 13.344999790191652 11.550000190734865 244.50000000000003 1.1250000000000002 0 0.40234711766242987 12.150000095367433 5.5950000286102304 0.90255093574523937 1 293.50000000000006 6.9049999713897714 1004.1499938964845 17.029999732971195 302.09185791015631 0.9536806344985963 10.650000095367433 2 14.550000190734865 13.84999990463257 9.9250001907348651 -0.8703225553035735 -0.80382624268531788 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 4 11 5 10 7 -7 16 15 -6 -1 18 -13 14 27 -4 -2 19 -3 -18 -11 24 -14 -8 28 -19 -27 -9 -12 -21 right_child=3 2 8 -5 9 6 23 13 -10 20 21 12 22 -15 -16 -17 17 25 -20 29 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0031485991709312594 -0.01072004003011396 -0.0054766317454973575 0.0028999660669757105 0.012206438947815833 -0.0017469902292907673 0.005305032264668566 -0.0011355958113728149 0.007124332267268713 0.0092861888490048967 0.0087439186227043619 0.0012171304813110731 0.0049148338844661986 -0.00050808238720391583 0.015612165234007689 0.022182303285124272 -0.0050733026753199753 0.011876642561483949 0.0013833577990901265 -0.00090424938235372961 0.012853560419501284 0.00074013991360058549 -0.0031366569337055827 0.0034522529442557234 0.0052524928363328685 -0.0017472111974874062 0.003596033778695021 0.019612663809533665 0.0018708312216086148 -0.0011533641342926667 0.0032924913427859041 leaf_weight=206230 1733 24670 87224 7550 15536 27714 64320 33333 13686 11982 80142 16917 191179 4672 1620 6123 7002 71411 42117 2845 7424 69588 19650 7471 186081 3390 1598 12023 83847 21711 leaf_count=206230 1733 24670 87224 7550 15536 27714 64320 33333 13686 11982 80142 16917 191179 4672 1620 6123 7002 71411 42117 2845 7424 69588 19650 7471 186081 3390 1598 12023 83847 21711 internal_value=7.44612e-06 -0.000827528 0.000571829 0.00331257 -0.00167787 0.00305514 0.00113787 0.00423762 0.00326043 0.00237889 -0.00190435 -0.000405206 0.000236421 0.00714149 0.00629904 0.00237697 0.00287032 0.00308919 -0.00259282 0.00605906 0.00568198 -0.0012929 -0.000138965 -0.000470813 -0.000926395 0.00186283 0.00872726 0.00573173 5.10459e-06 0.00440021 internal_weight=1.33079e+06 1.0624e+06 401566 268393 660830 260843 99505 161338 107033 34942 625888 294533 227746 51648 46976 93347 109690 107957 66787 31558 19406 419658 210829 71791 350070 76399 4988 45356 163989 24556 internal_count=1330789 1062396 401566 268393 660830 260843 99505 161338 107033 34942 625888 294533 227746 51648 46976 93347 109690 107957 66787 31558 19406 419658 210829 71791 350070 76399 4988 45356 163989 24556 cat_boundaries=0 1 2 3 cat_threshold=6176 2080 926 is_linear=0 shrinkage=0.05 Tree=61 num_leaves=31 num_cat=2 split_feature=12 16 8 8 136 19 105 56 126 16 136 19 16 13 127 8 18 126 8 8 118 121 28 104 122 121 110 11 7 116 split_gain=1326.97 469.226 344.421 286.813 292.324 276.803 223.133 221.467 182.314 180.285 150.971 146.067 145.8 125.42 121.525 118.879 121.851 138.17 114.359 125.468 117.802 106.261 100.235 111.511 94.6178 90.6492 107.363 114.686 86.1871 128.725 threshold=1.7649999856948855 13.344999790191652 12.34999990463257 12.449999809265138 0 14.550000190734865 -0.9041142165660857 246.14627075195315 -0.14780378341674802 14.550000190734865 1 12.309999942779543 20.524999618530277 6.0750000476837167 0.061046212911605842 5.6499998569488534 10.405000209808351 -0.26722820103168482 1.0000000180025095e-35 4.9500000476837167 0.63605400919914257 0.8140845298767091 1011.0499877929689 -0.86824235320091236 -0.8338540494441985 0.1650413200259209 -0.12948471307754514 19.94999980926514 14.550000190734865 0.8038262426853181 decision_type=2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 5 10 6 12 -5 15 -6 -9 18 -8 14 21 -3 -1 -17 -18 -2 -20 24 -7 23 -4 -21 26 27 -12 29 -10 right_child=1 2 22 4 8 13 11 9 28 -11 25 -13 -14 -15 -16 16 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0026195097611146235 0.0084917261787451383 0.0069946601205546095 0.037652907420726862 0.026542111099042753 0.0068242893287327692 0.0014147421023181731 0.0035383603584497637 -0.00068924189689814641 -0.00081084150313741061 0.0038458765998382882 0.0045610514577713885 0.0095818609744877936 0.017843176887551594 0.021977589706751049 0.002953075162870127 -0.002270710400105356 0.0042054558469891016 -0.00069130264246092049 -0.0013089370920943378 0.010637157199737261 1.6023983866228741e-05 -0.004155771040838559 0.0071174829793895977 0.01242941329263784 0.0027786766232756961 -0.0038284222713968925 -0.00078189924689773833 0.059553050590329809 0.007786666670875653 -0.0094746119239895732 leaf_weight=329837 5153 32015 471 1209 8194 87791 46309 109324 32111 27408 7645 12751 2152 709 44386 102226 17659 78196 44801 4111 49137 9486 19421 6287 56102 23394 165048 96 2412 4948 leaf_count=329837 5153 32015 471 1209 8194 87791 46309 109324 32111 27408 7645 12751 2152 709 44386 102226 17659 78196 44801 4111 49137 9486 19421 6287 56102 23394 165048 96 2412 4948 internal_value=7.06913e-06 0.00158417 0.00359059 0.000706493 0.00296392 0.00279694 0.00527755 -0.00157357 3.73855e-05 0.000219825 2.10852e-05 0.00484315 0.00500818 0.00102425 0.00464666 -0.00203806 -0.00106986 0.000210808 0.00116451 0.000919646 0.0018327 0.000871532 0.00894254 0.0141874 0.00331521 -0.000907406 -0.00051198 0.00524303 -0.00137154 -0.0019676 internal_weight=1.33079e+06 666139 202718 463421 107934 176539 60269 664650 47665 136732 355487 59060 78553 97986 76401 527918 198081 95855 159304 154151 109350 97277 26179 6758 60213 196183 172789 7741 39471 37059 internal_count=1330789 666139 202718 463421 107934 176539 60269 664650 47665 136732 355487 59060 78553 97986 76401 527918 198081 95855 159304 154151 109350 97277 26179 6758 60213 196183 172789 7741 39471 37059 cat_boundaries=0 1 2 cat_threshold=1819 410 is_linear=0 shrinkage=0.05 Tree=62 num_leaves=31 num_cat=4 split_feature=8 21 136 113 23 16 28 109 136 67 8 121 16 24 30 1 80 115 11 116 11 4 55 136 136 0 122 79 122 19 split_gain=1141.21 625.567 459.667 388.321 295.903 207.747 206.778 200.938 192.382 183.812 173.641 173.221 167.749 176.794 146.509 246.485 137.384 137.018 124.272 123.814 123.103 127.273 117.679 112.797 112.551 103.218 102.246 101.589 101.51 100.451 threshold=9.5500001907348651 6.6749999523162851 0 -0.86159634590148915 7.3650000095367441 17.029999732971195 1012.0499877929689 0.45225791633129125 1 64.43500137329103 16.849999427795414 -0.33379416167736048 15.405000209808351 243.50000000000003 1003.9500122070314 222.50000000000003 289.63572692871099 -0.82409480214118946 1.0000000180025095e-35 0.8038262426853181 1.0000000180025095e-35 3.2500000000000004 110.27499771118165 2 3 88.500000000000014 -0.73724925518035878 12.434999942779543 -0.91702514886856068 17.029999732971195 decision_type=2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 left_child=2 4 3 5 8 6 16 14 17 10 24 19 18 -14 15 22 -1 -2 -4 -10 -5 -22 -3 -16 28 -13 -25 -8 -9 -7 right_child=1 7 12 20 -6 29 27 9 11 -11 -12 25 13 -15 23 -17 -18 -19 -20 -21 21 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=0.0084064665691789605 0.0049730645659917302 0.010068160780344289 0.00086895379687545831 0.0045404160018596281 0.0074065930077278882 0.011511343301715035 0.001429380816060311 0.018279900772485667 -0.0019868472698155218 -0.0051079524833880577 0.012705280904979133 -0.0039723199012866809 -0.0022383743676128057 0.0026098554698412955 0.0029960339889291889 0.054359553418693418 0.00018533432379354937 0.0007642408930346495 -0.0023670745028334661 -0.010308830513732404 -0.0025920281884715939 -0.00024847228282007353 0.033847392438610478 0.019796238109493467 0.0016182993588797125 0.0048110111342556973 0.0084214466015255264 -0.0021421314828782012 0.0051841041275049841 0.0027990915919840226 leaf_weight=16635 25591 3235 31798 9790 16109 8075 139231 1520 62786 4846 6586 4327 34766 40954 7979 417 7317 79132 442900 4812 96058 145965 620 2441 27100 14736 10362 23233 55863 5605 leaf_count=16635 25591 3235 31798 9790 16109 8075 139231 1520 62786 4846 6586 4327 34766 40954 7979 417 7317 79132 442900 4812 96058 145965 620 2441 27100 14736 10362 23233 55863 5605 internal_value=6.71568e-06 0.00256448 -0.000831463 0.000350249 0.000898387 0.00199448 0.00155804 0.00542226 0.000350584 0.00438076 0.00488568 -0.00139199 -0.00180166 0.000383844 0.00940947 0.0178427 0.00589503 0.00179257 -0.00215031 -0.00257925 -0.000956276 -0.00117862 0.0138926 0.00767592 0.00427609 0.00281733 0.0105819 0.00091864 0.00553003 0.00794174 internal_weight=1.33079e+06 328462 1.00233e+06 451909 207493 200096 186416 120969 191384 95915 91069 86661 550418 75720 25054 4272 23952 104723 474698 67598 251813 242023 3855 20782 84483 19063 12803 162464 57383 13680 internal_count=1330789 328462 1002327 451909 207493 200096 186416 120969 191384 95915 91069 86661 550418 75720 25054 4272 23952 104723 474698 67598 251813 242023 3855 20782 84483 19063 12803 162464 57383 13680 cat_boundaries=0 1 2 3 4 cat_threshold=926 1819 2272 1435 is_linear=0 shrinkage=0.05 Tree=63 num_leaves=31 num_cat=4 split_feature=12 8 17 125 136 26 30 136 67 17 122 31 28 120 127 25 8 52 12 15 24 136 136 16 124 28 10 70 8 31 split_gain=1116.97 405.638 321.192 310.744 226.087 271.101 255.687 205.012 182.55 174.929 168.519 162.649 187.369 162.057 161.307 146.241 137.011 231.399 135.255 129.75 127.039 126.003 123.49 120.292 119.901 115.308 111.514 121.922 100.067 99.2377 threshold=2.6350001096725468 5.6499998569488534 10.405000209808351 -0.38266885280609125 0 288.50000000000006 1001.8500061035157 1 48.094999313354499 18.219999313354496 -0.73724925518035878 1017.1499938964845 1015.9500122070314 0.8038262426853181 -0.58068084716796864 297.50000000000006 13.34999990463257 18.535000801086429 1.0649999976158144 2.435000061988831 234.50000000000003 2 3 15.405000209808351 -0.68832838535308827 1010.6499938964845 1.0000000180025095e-35 303.65856933593756 17.750000000000004 1018.4500122070314 decision_type=2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 left_child=1 9 7 11 -2 6 -6 -3 16 18 -8 25 -13 14 21 -9 19 22 -1 -7 -16 -5 28 -22 -17 -4 -20 29 -18 -28 right_child=4 2 3 13 5 8 10 15 -10 -11 -12 12 -14 -15 20 24 17 -19 26 -21 23 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0029773644926342083 -0.0015852769841744393 -0.0035514113131265841 0.0087935537370938729 0.0007911636258559002 0.014419682189891534 0.0055505334250691924 0.011569219717225906 0.0025641710822141965 -0.0021863744895948638 0.0052749805540786001 0.0038965713374848458 0.021315108912623643 0.0069907827794312332 -0.0045642510926210767 -0.0018569220962797223 -0.0077016163061319259 0.0054280387766340466 0.013843831109280584 0.0014231273116601393 0.0011637281971883498 0.00094889344742982824 0.011984320806155239 0.00056162881429865303 0.0054134799725731597 -0.00057811764888855699 0.00080078365369193728 -0.0017456918384840864 -0.0039585117598369786 0.018574584873604204 0.00024636265075324054 leaf_weight=162603 25552 58399 6067 4377 7921 20698 8223 38988 20170 8959 55175 2703 14689 13236 35940 6147 15273 6733 35253 90804 134538 5926 16245 16993 151369 17610 215610 44938 1599 88051 leaf_count=162603 25552 58399 6067 4377 7921 20698 8223 38988 20170 8959 55175 2703 14689 13236 35940 6147 15273 6733 35253 90804 134538 5926 16245 16993 151369 17610 215610 44938 1599 88051 internal_value=6.38163e-06 -0.000721699 0.000300907 0.00156644 0.00288839 0.00335904 0.00594996 -0.00095061 0.00228192 -0.00165513 0.00489175 0.00554566 0.00921702 0.000791967 0.00115043 -0.000177489 0.00287739 0.0053938 -0.00176875 0.00197805 0.000815677 0.00724156 0.00367583 0.00144956 -0.000856109 0.00284885 -0.00125677 -0.00152778 0.00667002 -0.00116807 internal_weight=1.33079e+06 1.0624e+06 506982 252079 268393 242841 71319 254903 171522 555414 63398 41069 17392 211010 197774 196504 151352 39850 546455 111502 187471 10303 33117 151531 157516 23677 383852 348599 16872 303661 internal_count=1330789 1062396 506982 252079 268393 242841 71319 254903 171522 555414 63398 41069 17392 211010 197774 196504 151352 39850 546455 111502 187471 10303 33117 151531 157516 23677 383852 348599 16872 303661 cat_boundaries=0 1 2 3 4 cat_threshold=2144 6176 6176 1809 is_linear=0 shrinkage=0.05 Tree=64 num_leaves=31 num_cat=5 split_feature=12 16 8 19 8 19 52 55 120 16 136 8 126 26 136 13 120 136 27 136 16 7 67 136 67 52 8 5 15 121 split_gain=1017.19 390.666 293.124 256.496 234.642 237.569 187.08 212.837 157.423 143.885 142.618 131.691 140.497 130.951 177.355 130.191 120.869 116.711 111.69 122.05 108.427 98.9937 96.232 102.616 90.1135 102.367 89.8228 89.1444 87.0855 83.9732 threshold=1.7450000047683718 13.344999790191652 14.449999809265138 14.550000190734865 12.949999809265138 10.960000038146974 4.0350000858306894 2.745000004768372 0.74892720580101024 20.524999618530277 0 10.050000190734865 -0.33379416167736048 302.50000000000006 1 6.0750000476837167 0.7933231294155122 2 298.50000000000006 3 16.335000038146976 14.949999809265138 61.284999847412116 4 30.025000572204593 8.3750000000000018 6.3500001430511483 13.250000000000002 1.7450000047683718 -0.87878364324569691 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 2 1 2 2 2 1 2 2 2 2 2 2 left_child=6 4 3 9 8 10 11 -8 13 18 -6 -1 17 14 -2 16 26 -13 19 -3 -21 27 23 -7 25 -15 -5 -12 -16 -30 right_child=1 2 -4 15 5 22 7 -9 -10 -11 21 12 -14 24 28 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0020049477086036926 -0.0013464875464385237 0.001166847412576023 0.011148506440327135 -0.00019718617429955875 0.0034262741012856556 0.011324851365841574 0.0070613863805594149 -0.00026973941699685134 -0.0039120234693356837 0.017133728271341648 -0.00051098194199430513 0.018239248976824423 -2.2800501107823041e-05 -0.00064303111010997297 0.0055966437184502109 0.020681547267881507 -0.0041828846771004603 0.0016853514197523517 0.0021998942356026923 0.00602862798817436 0.013100773508481232 0.0096796539963911205 -0.0048017137761543587 0.0050079890813574798 -0.0034842314126287671 0.0033650987894447469 0.0028745465781398281 -0.0069373637427458867 0.0064218173923540275 0.0013260242839147577 leaf_weight=501449 46140 10774 10930 43171 30803 9579 10944 103804 23851 2283 21524 2039 32029 145737 17135 842 10380 2236 34109 33683 6459 1894 1810 19733 24025 17885 53037 7202 8824 96478 leaf_count=501449 46140 10774 10930 43171 30803 9579 10944 103804 23851 2283 21524 2039 32029 145737 17135 842 10380 2236 34109 33683 6459 1894 1810 19733 24025 17885 53037 7202 8824 96478 internal_value=6.06563e-06 0.00136188 0.0031809 0.0027337 0.000570299 0.00282804 -0.00140333 0.000429461 2.05576e-05 0.0047466 0.00102479 -0.00179441 0.00111358 0.000283864 0.00129529 0.00109783 0.000943129 0.00962749 0.00441399 0.00589723 0.00716478 -0.00139171 0.00638698 0.00707788 -0.000624776 -0.000204915 0.00149618 -0.00212216 0.00229076 0.00175304 internal_weight=1.33079e+06 678288 205668 194738 472620 92545 652501 114748 380075 87308 61423 537753 36304 356224 168577 107430 106588 4275 85025 50916 40142 30620 31122 29312 187647 163622 96208 28726 122437 105302 internal_count=1330789 678288 205668 194738 472620 92545 652501 114748 380075 87308 61423 537753 36304 356224 168577 107430 106588 4275 85025 50916 40142 30620 31122 29312 187647 163622 96208 28726 122437 105302 cat_boundaries=0 1 2 3 4 5 cat_threshold=1817 6240 998 2144 1562 is_linear=0 shrinkage=0.05 Tree=65 num_leaves=31 num_cat=3 split_feature=12 136 114 8 16 136 8 4 120 16 6 113 28 24 18 7 34 60 136 112 108 121 112 11 114 15 28 80 125 18 split_gain=920.249 353.865 384.016 220.663 219.559 187.477 220.526 162.553 159.8 158.315 144.095 128.553 125.3 195.233 113.994 106.607 105.575 104.758 102.631 96.7995 86.9168 84.9836 83.9247 80.8159 84.4289 76.834 76.4408 73.8918 72.6698 72.212 threshold=2.6149998903274541 0 -0.84335932135581959 8.1500000953674334 17.029999732971195 1 16.849999427795414 7.5499999523162851 -0.71322327852249134 17.029999732971195 5.3500001430511483 -0.91702514886856068 1007.4500122070314 291.50000000000006 15.405000209808351 19.349999427795414 15.150000095367433 0.83062323927879345 2 -0.78257837891578663 0.31254497170448309 -0.94828754663467396 -0.86159634590148915 0.84999999403953563 -0.77159520983695973 3.0449999570846562 1022.1499938964845 325.57322692871099 0.98321744799613964 15.405000209808351 decision_type=2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 9 5 6 8 22 11 20 -5 -2 13 -7 -6 -8 -1 23 -14 -9 -3 -12 -4 -10 -25 27 -27 -20 -21 -11 right_child=4 2 7 10 14 12 15 19 17 29 21 -13 18 -15 -16 -17 -18 -19 25 28 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0012165145410132549 0.013245178278395038 0.0024454827902226049 0.00032226841417116959 0.0088936702083267007 0.014172700437469829 0.009057593551467083 0.010987427987518424 0.003533633392528315 0.0083371487883542473 0.011333779299966849 0.023667051038035365 0.0045399238005379202 -0.0090110792689079428 -0.0017933496400491231 0.0054307471509130838 0.099707372826250168 -0.0028799476964361435 -0.0033177758617704504 0.0021207024378841178 -0.00043883012749624243 -0.00020308329681625526 0.002720822880935319 -0.0019292818246124284 0.0035738414718081996 0.00057685101767792593 -6.7083853376009799e-05 -0.0049097617720425171 -0.0075521483412818698 0.0066829166544736217 0.0030013418509964719 leaf_weight=258905 5719 39550 50036 12656 5025 10169 8197 24417 5730 4646 489 16409 3048 6998 14460 34 151030 8166 45954 72179 142881 49780 239440 52118 42796 37118 10441 2063 3769 5905 leaf_count=258905 5719 39550 50036 12656 5025 10169 8197 24417 5730 4646 489 16409 3048 6998 14460 34 151030 8166 45954 72179 142881 49780 239440 52118 42796 37118 10441 2063 3769 5905 internal_value=-9.84644e-06 -0.000680405 4.8978e-05 0.00155391 0.00256953 0.00217857 0.00341521 -0.000938916 0.00291643 0.000715516 0.00412513 0.0067898 0.0006919 0.00463429 0.00768522 0.0113539 -0.00182932 0.00212873 5.73852e-06 0.000795041 0.000371111 0.00292458 -0.0015401 0.00257065 0.00222252 0.000294205 -0.00113023 0.00170512 -8.54059e-05 0.00667043 internal_weight=1.33013e+06 1.05568e+06 645748 255907 274445 254960 139169 389841 130938 192982 62925 22128 115791 17167 19485 8231 409935 108810 98624 100365 182431 50269 289476 100644 94914 95576 47559 48017 75948 10551 internal_count=1330128 1055683 645748 255907 274445 254960 139169 389841 130938 192982 62925 22128 115791 17167 19485 8231 409935 108810 98624 100365 182431 50269 289476 100644 94914 95576 47559 48017 75948 10551 cat_boundaries=0 1 2 3 cat_threshold=6240 1307 2080 is_linear=0 shrinkage=0.05 Tree=66 num_leaves=31 num_cat=4 split_feature=8 19 16 136 24 8 6 113 19 28 136 136 105 136 80 125 17 105 66 16 11 0 4 16 79 126 112 126 8 4 split_gain=843.296 465.441 390.204 324.332 232.757 229.996 243.912 228.162 207.204 169.806 138.621 131.793 147.876 123.784 115.339 110.705 113.681 109.501 107.828 105.25 99.4914 118.229 104.231 110.342 98.7609 95.0212 94.1591 88.6191 86.4126 82.1923 threshold=10.150000095367433 10.405000209808351 17.029999732971195 0 241.50000000000003 14.949999809265138 9.7500000000000018 -0.86159634590148915 17.029999732971195 1011.9500122070314 1 2 -0.83592090010642994 3 287.44581604003912 0.95878320932388317 8.7100000381469744 -0.93125855922698964 54.215000152587898 19.524999618530277 1.0000000180025095e-35 110.50000000000001 2.8500000238418584 10.405000209808351 12.434999942779543 -0.18222858756780622 -0.74892720580101002 1.0000000180025095e-35 3.6499999761581425 14.550000190734865 decision_type=2 2 2 1 2 2 2 2 2 2 1 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 3 7 -4 6 11 9 19 14 -2 12 -3 27 -1 16 -12 -15 29 -6 -5 -22 -23 -24 28 -13 -25 -7 -11 -19 right_child=1 5 4 20 8 13 -8 -9 -10 24 15 25 -14 17 -16 -17 -18 18 -20 -21 21 22 23 26 -26 -27 -28 -29 -30 -31 leaf_value=0.0080189031570654674 0.0020047558283333099 0.015009481738140113 -0.0011778508942997751 0.00097447492212155643 0.0071794754642466032 0.0095680598648910046 0.00042646120581345574 -0.00084255021896699033 0.0012133766687015741 -0.00039675281761773003 -0.0032797735807244838 0.0071792131836732487 0.0060519346357532878 0.036428039159773433 0.00045435351952584336 0.0065652699143393849 0.00093246697673279866 0.010353849492882672 -0.00071210765057142292 0.016891573654534905 -0.0035646610589468255 -0.002637612582424273 -0.0021325918365903713 0.0004971735299701157 -0.0020677250018671799 0.0019916305301403382 -0.0018924701860402262 -0.00073310128900053216 0.0023731783313685698 0.02040183984790217 leaf_weight=15476 65467 5568 19591 33837 19838 3737 42100 232877 16542 41531 41870 12114 26707 421 7472 4344 25942 11950 1865 3246 82418 142225 130834 131928 23118 32536 59957 4731 87433 2453 leaf_count=15476 65467 5568 19591 33837 19838 3737 42100 232877 16542 41531 41870 12114 26707 421 7472 4344 25942 11950 1865 3246 82418 142225 130834 131928 23118 32536 59957 4731 87433 2453 internal_value=-9.35751e-06 0.00241885 -0.000662097 -0.000898129 0.00328036 0.00440412 0.00348603 0.000182635 0.00548448 0.00154665 0.000338976 0.00516049 0.00759491 0.00874786 0.00555584 -0.0011725 -0.00166835 0.0112451 0.0106003 0.00854516 -0.00165662 -0.0018193 -0.00150991 -0.00101293 0.000941695 0.00339831 -0.000249502 0.00380839 0.00148116 0.0120651 internal_weight=1.33013e+06 281805 1.04832e+06 989106 59217 144182 119025 407907 39626 175030 137623 76925 32275 25157 22948 72156 67812 16689 16268 23084 581199 547362 464944 322719 152082 44650 191885 8468 128964 14403 internal_count=1330128 281805 1048323 989106 59217 144182 119025 407907 39626 175030 137623 76925 32275 25157 22948 72156 67812 16689 16268 23084 581199 547362 464944 322719 152082 44650 191885 8468 128964 14403 cat_boundaries=0 1 2 3 4 cat_threshold=922 1307 1810 6368 is_linear=0 shrinkage=0.05 Tree=67 num_leaves=31 num_cat=2 split_feature=12 56 38 120 16 16 120 79 19 87 8 75 76 75 136 19 52 13 16 8 136 4 120 15 8 8 24 62 92 8 split_gain=768.681 316.392 204.872 200.411 212.279 196.988 164.408 163.441 145.313 144.774 165.831 143.041 138.971 157.445 157.085 131.884 115.061 104.058 103.665 96.6683 94.7211 107.9 111.176 91.1885 82.118 76.2575 75.2608 73.0081 71.2408 81.6959 threshold=2.6149998903274541 264.86759948730474 13.650000095367433 0.7933231294155122 15.405000209808351 15.405000209808351 0.83385404944419872 17.244999885559086 11.269999980926515 0.83334490656852733 8.2500000000000018 0.78601199388504039 19.394999504089359 0.52053099870681774 0 15.405000209808351 5.6849999427795419 6.0750000476837167 20.524999618530277 11.34999990463257 1 14.650000095367433 -0.71322327852249134 0.66500002145767223 5.9500000476837167 7.5499999523162851 318.50000000000006 0.66303884983062755 -0.051102051511406892 16.150000572204593 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 7 6 9 12 -1 10 -3 16 20 -14 -15 -7 -9 18 25 -10 -2 22 24 -4 -22 -6 -23 -5 -16 -30 right_child=3 5 23 27 17 15 -8 11 19 -11 -12 -13 13 14 28 -17 -18 -19 -20 -21 21 26 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00099771627258934048 -0.0002747641728747766 0.0010505580703203535 -0.0049552427728685056 -0.00075400853682088692 0.0026146015607132513 0.0082770835973173199 -0.0045206929867548503 -0.00098676539954000689 0.00064760105021828421 -0.00052688149237996014 0.0058754216591057444 -0.0014160840681985535 -0.0033540131799992727 0.001015826216492984 0.0035245376903927832 0.0012162410270641106 0.0058354952703779566 0.020677244166038902 0.018751222246086767 0.0051563863134456061 0.0014492270301406699 0.019953899141305898 0.0021742951489998092 -0.001601876075998771 0.0091941673203345554 0.0072660553404828715 -0.00065195977866414545 -0.0082626318365366311 0.012243401628172688 0.026372648394464255 leaf_weight=213298 25527 68921 21223 8922 16446 14605 15045 10137 131845 88679 24014 49074 3040 4377 1960 12086 15834 1188 1449 13066 5010 1566 85070 452901 10801 18981 618 5081 8195 1169 leaf_count=213298 25527 68921 21223 8922 16446 14605 15045 10137 131845 88679 24014 49074 3040 4377 1960 12086 15834 1188 1449 13066 5010 1566 85070 452901 10801 18981 618 5081 8195 1169 internal_value=-8.88888e-06 -0.000621743 -0.00107014 0.00234852 0.00266182 0.00104924 0.000502193 0.00207124 -0.000167652 0.000918291 0.00229728 0.000171943 0.00303866 0.00706113 0.00907769 0.00507985 0.00317263 0.00611212 0.00564289 0.00105414 0.00245243 0.00312762 0.00288988 -0.00175198 0.00674004 0.00510675 0.0141231 -0.00347852 0.0121821 0.0140073 internal_weight=1.33013e+06 1.05568e+06 832333 274445 260442 223350 196659 222378 358209 181614 92935 75045 147333 18741 15701 26691 25971 38064 36876 144911 128592 103065 100881 474124 15811 35427 2184 14003 11324 9364 internal_count=1330128 1055683 832333 274445 260442 223350 196659 222378 358209 181614 92935 75045 147333 18741 15701 26691 25971 38064 36876 144911 128592 103065 100881 474124 15811 35427 2184 14003 11324 9364 cat_boundaries=0 1 2 cat_threshold=2272 6244 is_linear=0 shrinkage=0.05 Tree=68 num_leaves=31 num_cat=0 split_feature=8 19 16 12 116 120 127 127 19 125 130 28 80 21 104 92 79 22 52 4 16 35 56 29 16 108 87 67 8 6 split_gain=721.557 396.106 343.4 280.788 203.436 194.395 194.571 193.883 189.599 151.713 131.959 154.403 121.826 120.567 118.733 111.322 108.694 107.629 197.183 98.005 89.6171 87.7648 84.5305 82.84 77.9614 76.3206 74.05 72.6565 84.1027 100.738 threshold=10.550000190734865 10.405000209808351 17.029999732971195 1.5850000381469729 -0.35019405186176294 0.50751903653144848 0.061046212911605842 0.58068084716796886 17.029999732971195 -0.19936034083366391 302.50000000000006 1000.4500122070314 282.39537048339849 7.0150001049041757 -0.68195337057113636 -0.35800392925739283 12.434999942779543 7.4749999046325692 9.5650000572204608 4.1499998569488534 20.524999618530277 8.1500000953674334 230.55677032470706 1014.6499938964845 18.219999313354496 -0.42837981879711146 0.85926708579063427 83.875000000000014 14.84999990463257 10.050000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 3 22 -4 6 15 10 20 -9 11 21 -7 23 26 -5 -8 18 -17 -19 -6 -3 -1 -2 -16 -24 -13 28 29 -11 right_child=1 7 4 5 8 12 16 9 -10 27 -12 14 -14 -15 24 17 -18 19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0019821779231934274 -0.001437863885952393 0.0029340148775928469 -0.00095992313800474436 -0.0013052911821301793 0.0068146444105229107 -0.0011896494828100481 0.0002395290483135164 0.02115750835106581 0.0010827473752559379 0.0033693244552775018 -0.0025595764741782588 0.012441652695758847 -0.0059903630748575631 0.0049268808060284356 0.0046318378242965101 0.0026121623014809178 -0.0019620846045090546 -0.00015484891144798422 0.010298002198679717 0.0033031676250222688 0.015709272039501964 0.020153784260265088 0.0046105720628281267 0.0012870255895162238 0.021588557937034063 -0.00077542662835627799 0.0018243389935371738 -0.0074320710427369921 0.0063577565319843576 -0.0010009078773032768 leaf_weight=387938 58859 953 20518 24414 20037 51147 200493 1088 16612 36716 3722 9998 17819 13079 35630 41922 77822 50127 10419 34655 3298 3310 6987 53015 691 112175 1965 1851 12292 20576 leaf_count=387938 58859 953 20518 24414 20037 51147 200493 1088 16612 36716 3722 9998 17819 13079 35630 41922 77822 50127 10419 34655 3298 3310 6987 53015 691 112175 1965 1851 12292 20576 internal_value=-8.44416e-06 0.00239008 -0.000573868 -0.000791744 0.00308683 3.80981e-05 0.000425085 0.00433591 0.00516536 0.00262711 0.00653832 0.00718274 -0.00243003 0.000384457 0.0063774 0.00180543 -0.000376083 0.00235928 0.00414211 0.00125863 0.00807175 0.0163043 -0.0016244 -0.00014659 0.00495444 -0.000459621 0.0106977 0.00234488 0.00260495 0.00179979 internal_weight=1.33013e+06 253745 1.07638e+06 1.01592e+06 60465 508818 439852 128792 39947 72523 56269 52547 68966 124953 48284 161537 278315 137123 52341 84782 23335 4263 507100 111874 36321 119162 11963 71435 69584 57292 internal_count=1330128 253745 1076383 1015918 60465 508818 439852 128792 39947 72523 56269 52547 68966 124953 48284 161537 278315 137123 52341 84782 23335 4263 507100 111874 36321 119162 11963 71435 69584 57292 is_linear=0 shrinkage=0.05 Tree=69 num_leaves=31 num_cat=4 split_feature=12 136 109 136 114 92 113 4 120 4 28 28 33 7 19 24 136 6 120 120 28 104 7 136 16 17 116 4 96 31 split_gain=639.295 272.375 311.002 185.127 211.827 179.205 174.758 171.908 162.487 139.005 130.321 117.228 111.312 109.631 112.354 102.34 94.1635 93.8466 92.178 90.6669 83.758 84.0131 83.6949 83.5918 72.7051 72.6018 81.1823 70.6131 70.4178 68.9954 threshold=2.6149998903274541 0 0.38432872295379644 1 -0.91702514886856068 1.0000000180025095e-35 -0.76037701964378346 6.1499998569488534 -0.72534674406051625 11.750000000000002 1006.0499877929689 1011.9500122070314 15.750000000000002 19.349999427795414 13.344999790191652 294.50000000000006 2 5.3500001430511483 0.1650413200259209 0.64942333102226268 1011.0499877929689 -0.90936982631683339 9.9499998092651385 3 15.405000209808351 14.550000190734865 -0.55191597342491139 10.150000095367433 -0.56196221709251393 1017.7500000000001 decision_type=2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 12 5 4 8 29 7 24 20 18 15 -7 25 14 -11 -5 -12 -9 22 -10 21 -2 -6 -24 -4 27 -27 -1 -20 -3 right_child=3 2 6 10 9 11 -8 17 19 13 16 -13 -14 -15 -16 -17 -18 -19 28 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0014862096978862805 0.042757223998635269 -0.00021587376261777538 -0.000599640652039151 0.0085084994502374906 0.0027898803046746668 0.012582397975407359 -0.0012581438516374712 0.0064305881652706792 0.0055526707251006566 0.0036702202458971933 -0.0082193454226496352 0.0046228232831816559 -0.0026290883722139566 0.091720541851041282 0.012347010907004699 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-0.000222517 -0.00095251 0.000400879 -0.00129686 -0.00244607 0.00107864 internal_weight=1.33013e+06 1.05568e+06 533477 274445 183239 76182 457295 232279 46719 136520 91206 32768 522206 21769 21732 10219 80987 72852 114751 38917 7802 1835 100836 28072 159427 389464 78994 310470 13915 43414 internal_count=1330128 1055683 533477 274445 183239 76182 457295 232279 46719 136520 91206 32768 522206 21769 21732 10219 80987 72852 114751 38917 7802 1835 100836 28072 159427 389464 78994 310470 13915 43414 cat_boundaries=0 1 2 3 4 cat_threshold=6241 1819 2080 25 is_linear=0 shrinkage=0.05 Tree=70 num_leaves=31 num_cat=4 split_feature=8 21 17 122 136 109 79 11 8 8 136 26 136 122 28 110 0 55 31 3 29 121 17 16 82 15 136 8 20 112 split_gain=627.995 471.292 231.112 206.244 238.207 186.351 185.84 185.531 196.583 167.268 149.178 131.973 130.646 206.391 182.943 119.849 118.771 117.211 114.597 103.732 107.51 101.52 99.2854 98.5599 82.2321 81.5545 80.2928 80.0059 79.179 78.3099 threshold=7.6499998569488534 6.1949999332427987 18.219999313354496 -0.35019405186176294 0 0.42235326766967779 19.855000495910648 1.0000000180025095e-35 4.1499998569488534 14.250000000000002 1 302.50000000000006 2 -0.73724925518035878 1006.4500122070314 0.086920365691185011 91.500000000000014 31.57499980926514 1014.8500061035157 270.50000000000006 1014.4500122070314 0.88697704672813427 18.219999313354496 7.4149999618530282 299.35711669921881 4.8450000286102304 3 13.750000000000002 7.055000066757203 -0.8703225553035735 decision_type=2 2 2 2 1 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 3 7 4 23 12 9 15 29 21 -10 24 -3 14 -14 -1 -5 -11 -18 -6 -21 22 -7 -2 -12 -8 -20 -22 -17 -9 right_child=1 5 -4 16 19 6 25 8 10 17 11 -13 13 -15 -16 28 18 -19 26 20 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.011195910760411877 -0.0078575265932059393 0.0005071999664752688 0.0051271674670606161 -0.001041418065649049 0.0056050416110460227 0.0023764626008930517 -0.0002042573852579287 -0.0012780737271764521 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0.00295647 -0.000375683 0.000607125 0.00558084 0.00684754 0.0154347 0.00207692 0.00245792 0.00692732 0.00401685 -0.00024697 -0.00054893 0.00234384 0.00258065 -0.00521065 0.00165071 -0.00069162 0.00615699 0.000613533 0.00139374 -0.00197683 internal_weight=1.33085e+06 496658 834191 230122 175692 266536 215704 818166 770072 171898 410125 198876 50832 40665 5972 48094 54430 22976 37655 146765 139564 148922 144178 28927 120063 43806 23505 82015 44742 359947 internal_count=1330849 496658 834191 230122 175692 266536 215704 818166 770072 171898 410125 198876 50832 40665 5972 48094 54430 22976 37655 146765 139564 148922 144178 28927 120063 43806 23505 82015 44742 359947 cat_boundaries=0 1 2 3 4 cat_threshold=2176 3169 2144 870 is_linear=0 shrinkage=0.05 Tree=71 num_leaves=31 num_cat=3 split_feature=12 127 136 4 82 6 121 136 7 4 31 28 28 90 15 56 52 55 71 28 16 2 136 0 113 124 7 79 7 5 split_gain=544.37 279.154 272.786 250.936 208.501 179.569 202.604 242.802 164.099 142.077 155.746 168.223 148.502 137.484 135.623 129.942 111.245 134.986 109.89 176.936 104.535 98.7835 95.34 106.169 99.8099 95.2501 93.7152 98.4687 91.2412 96.9538 threshold=1.7250000238418581 0.1650413200259209 0 10.34999990463257 292.83494567871099 4.1499998569488534 -0.26722820103168482 1 7.3500001430511483 12.84999990463257 1017.1499938964845 1017.2500000000001 1007.1499938964845 -0.93829888105392445 1.5249999761581423 230.55677032470706 2.0949999094009404 1.6649999618530276 247.61186981201175 1006.4500122070314 17.029999732971195 1.0000000180025095e-35 2 140.50000000000003 -0.78257837891578663 -1.0000000180025095e-35 7.4500000476837167 10.065000057220461 14.550000190734865 10.949999809265138 decision_type=2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=15 4 28 14 5 21 7 -7 -5 10 12 -12 13 -8 -4 -1 -17 -18 -9 -20 -14 -2 -16 -24 -25 -6 27 -23 29 -3 right_child=1 2 3 8 25 6 9 18 -10 -11 11 -13 20 -15 22 16 17 -19 19 -21 -22 26 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0014437218039412393 0.0045775331875981106 -0.0012464373089706602 0.0054632629806051838 0.010812275828835816 -0.0053658446200252202 -0.0010608587960343843 0.012289698740733693 0.0067591935469828897 0.0029704880535528703 0.0094089945670770333 0.013294650372659332 0.0032865770954914005 -0.0021040718664280737 0.0016700772310675337 0.001962718516302604 -0.0014794484693737061 0.0070829863597205445 0.00065459092218679669 0.035231942081633195 0.011362163831930614 0.010589176829869498 0.00056874331094573837 -0.0038441948715074248 0.0011177821084746131 -0.0012889404593104444 0.00053583524198260553 0.0083668216208185216 -0.0055863804798104077 0.0065711578993379862 -0.0048006434070546836 leaf_weight=480380 16668 100830 12443 7711 7901 6797 4215 16775 49483 7697 5380 19124 29619 11005 54385 60774 8984 89717 830 12011 1716 44630 20126 92153 80894 50760 3295 7605 3244 23697 leaf_count=480380 16668 100830 12443 7711 7901 6797 4215 16775 49483 7697 5380 19124 29619 11005 54385 60774 8984 89717 830 12011 1716 44630 20126 92153 80894 50760 3295 7605 3244 23697 internal_value=1.76903e-05 0.000990788 0.000243507 0.00102922 0.00234232 0.00315676 0.00438232 0.0074665 0.00402773 0.00295634 0.0022574 0.00548391 0.000559141 0.00461106 0.000369662 -0.00103318 0.000203477 0.00123972 0.00942074 0.012905 -0.00140895 0.00120177 0.000113643 -0.000407017 -7.28458e-06 -0.000259057 0.000188498 -0.000327394 -0.001707 -0.00192279 internal_weight=1.33085e+06 690994 444966 317195 246028 187367 115169 36413 57194 78756 71059 24504 46555 15220 260001 639855 159475 98701 29616 12841 31335 72198 247558 193173 173047 58661 55530 52235 127771 124527 internal_count=1330849 690994 444966 317195 246028 187367 115169 36413 57194 78756 71059 24504 46555 15220 260001 639855 159475 98701 29616 12841 31335 72198 247558 193173 173047 58661 55530 52235 127771 124527 cat_boundaries=0 1 2 3 cat_threshold=2276 2080 24 is_linear=0 shrinkage=0.05 Tree=72 num_leaves=31 num_cat=4 split_feature=8 19 17 136 113 127 29 136 105 136 31 126 8 80 29 16 136 125 7 120 15 116 10 125 76 19 8 16 120 79 split_gain=538.271 308.976 287.299 267.789 216.642 176.815 143.228 127.581 124.89 202.023 117.294 123.843 109.247 108.827 107.051 101.619 87.3021 122.852 86.359 79.7979 87.6792 79.4595 77.8728 77.6955 74.537 74.4422 72.8338 70.7217 70.4588 68.9301 threshold=10.84999990463257 10.405000209808351 18.219999313354496 0 -0.8338540494441985 0.70088258385658275 1012.1499938964845 1 -0.86211851239204396 2 1017.4500122070314 1.0000000180025095e-35 16.150000572204593 290.46748352050787 1016.6499938964845 9.5450000762939471 3 0.9536806344985963 6.9500000476837167 0.8038262426853181 0.6850000023841859 0.83385404944419872 11.050000190734865 -0.52247866988182057 25.015000343322757 17.029999732971195 14.449999809265138 20.524999618530277 0.18222858756780627 11.72499990463257 decision_type=2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 15 3 19 6 8 13 23 9 -3 28 14 22 -5 -12 16 17 21 26 20 -1 -2 -10 -7 -6 -4 -9 -22 -8 -16 right_child=1 5 25 4 24 7 10 18 12 -11 11 -13 -14 -15 29 -17 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0039662848809466807 -0.0025551802083817882 0.019974004299773484 0.0077286231620080845 0.0063462737248588157 -0.00091219023345549496 0.027490025198000465 0.00033595781120194677 0.0060388703293807015 0.0064356867974764949 0.0049966138442025659 0.013382263829701738 0.00062424049103006521 0.010207127080056578 0.00018502112231542564 0.0041000173385880153 0.0029276642428403927 0.00078429007163707723 0.0066870157399408527 0.002107251939268437 -0.0031932284115350064 -0.0009820778359404586 -0.010662286928463299 0.0021871705271835039 -0.0028134021458904672 0.0030268576567048584 0.0014585593972679806 0.020302141535643789 0.014486350631716936 -0.0029461122789189052 -0.0013761826185708097 leaf_weight=25459 27280 3829 12927 22933 241172 215 56199 8049 18230 5500 2778 79038 8181 10425 37691 29034 52700 3309 32691 49907 508722 3399 26413 13070 12639 7469 1007 740 23063 6780 leaf_count=25459 27280 3829 12927 22933 241172 215 56199 8049 18230 5500 2778 79038 8181 10425 37691 29034 52700 3309 32691 49907 508722 3399 26413 13070 12639 7469 1007 740 23063 6780 internal_value=1.68061e-05 0.00220006 -0.000446329 -0.000557605 0.000301144 0.00400979 0.00138179 0.00194575 0.00583734 0.0111707 0.000888607 0.00183485 0.00489544 0.00442077 0.00385996 0.000367455 -0.000490024 -0.00246541 0.00330338 -0.00128108 -0.00110271 -0.00345339 0.00392206 -0.00232123 -0.000716038 0.00543253 0.0076249 -0.00095961 -0.000619032 0.00326512 internal_weight=1.33085e+06 232907 1.09794e+06 1.07755e+06 492718 117185 238907 55032 62153 9329 205549 126287 52824 33358 47249 115722 86688 33988 41747 584828 534921 30679 44643 13285 253811 20396 9056 509462 79262 44471 internal_count=1330849 232907 1097942 1077546 492718 117185 238907 55032 62153 9329 205549 126287 52824 33358 47249 115722 86688 33988 41747 584828 534921 30679 44643 13285 253811 20396 9056 509462 79262 44471 cat_boundaries=0 1 2 3 4 cat_threshold=7265 2276 5891 2276 is_linear=0 shrinkage=0.05 Tree=73 num_leaves=31 num_cat=4 split_feature=8 21 120 23 16 126 120 136 11 8 15 136 136 26 8 16 79 109 122 116 29 31 28 28 136 17 66 11 20 11 split_gain=500.194 386.44 211.488 198.237 189.25 184.366 198.61 179.756 160.318 172.078 129.456 117.543 117.533 109.77 108.755 107.581 101.695 101.436 99.2493 122.404 95.7789 93.2966 166.997 125.093 87.2208 88.5052 83.9724 91.5508 92.8159 83.7174 threshold=7.6499998569488534 6.555000066757203 0.88697704672813427 7.305000066757203 18.219999313354496 0.44618082046508795 -0.26722820103168482 0 1.0000000180025095e-35 4.1499998569488534 2.5049999952316289 1 2 301.50000000000006 11.250000000000002 18.219999313354496 63.939998626708991 0.083492472767829909 -0.71322327852249134 0.83385404944419872 1001.9500122070314 1017.1499938964845 1016.6499938964845 1012.1499938964845 3 14.550000190734865 9.8949999809265154 6.1499998569488534 8.3150000572204608 15.34999990463257 decision_type=2 2 2 2 2 2 2 1 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=4 3 5 11 8 6 7 -3 17 26 14 -2 -11 -14 -7 21 -9 -1 -13 -20 -18 23 -23 -8 25 -12 27 28 -10 -21 right_child=1 2 -4 -5 -6 10 15 16 9 12 24 18 13 -15 -16 -17 20 -19 19 29 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.010360291448116406 0.0011546947589687851 0.014169493958062726 -0.0061842958409370442 0.0046473056459804358 0.0046265745680222226 0.0028998362609815465 0.0036373096093840749 0.0049570055898449763 -0.0024642537987192522 -0.0011338747386422715 0.00095957482052873603 -0.0026278654490268535 0.0015462617467252059 -0.0008391215482748221 0.0087836629969154228 0.017105884219171887 0.12812147067597834 0.0013349807319059624 0.00030476189778221355 -0.0087043170592493273 0.018574211240377069 0.016093418795356269 0.0034240055711167979 -0.0028710312477764478 -0.0013679922924580861 0.0056019642198517454 -0.0035470502726604024 0.00023633187985981749 -0.00014333491371152762 0.0055992711799965266 leaf_weight=3346 89933 9705 6234 21829 16158 35323 22970 13806 183130 211198 45117 64454 116632 82234 10099 1389 32 44745 101053 6203 53 3366 11444 10880 28252 13291 58340 62082 56326 1225 leaf_count=3346 89933 9705 6234 21829 16158 35323 22970 13806 183130 211198 45117 64454 116632 82234 10099 1389 32 44745 101053 6203 53 3366 11444 10880 28252 13291 58340 62082 56326 1225 internal_value=1.59755e-05 0.00127223 0.00288862 6.88087e-05 -0.000731971 0.00316355 0.0051681 0.00894971 -0.000837815 -0.00101275 0.00204588 -0.000311397 -0.000312498 0.000559843 0.00420803 0.00338522 0.00528888 0.00196293 -0.00107383 -0.000150595 0.0598155 0.00299357 0.0063035 0.00154541 0.000912608 0.00201563 -0.00181066 -0.00147471 -0.00191832 -0.00634542 internal_weight=1.33085e+06 496658 211961 284697 834191 205727 73645 23596 818033 769942 132082 262868 410064 198866 45422 50049 13891 48091 172935 108481 85 48660 14810 33850 86660 58408 359878 301538 239456 7428 internal_count=1330849 496658 211961 284697 834191 205727 73645 23596 818033 769942 132082 262868 410064 198866 45422 50049 13891 48091 172935 108481 85 48660 14810 33850 86660 58408 359878 301538 239456 7428 cat_boundaries=0 1 2 3 4 cat_threshold=795 1306 3169 1817 is_linear=0 shrinkage=0.05 Tree=74 num_leaves=31 num_cat=3 split_feature=8 18 136 17 114 8 6 120 52 55 37 136 136 7 116 25 28 109 4 121 112 92 28 25 19 17 7 4 80 31 split_gain=457.5 269.917 259.309 176.46 175.687 155.432 188.092 125.414 123.842 149.505 108.687 107.19 102.286 131.76 116.307 97.7565 89.859 88.7704 96.847 86.5469 81.6183 80.2081 77.6415 77.2794 95.2136 75.9896 74.7153 71.4861 68.4558 64.2128 threshold=11.250000000000002 10.960000038146974 0 17.029999732971195 -0.79332312941551197 16.44999980926514 8.8499999046325701 0.89490029215812694 5.2149999141693124 6.1250000000000009 13.550000190734865 1 2 14.550000190734865 0.8038262426853181 297.50000000000006 1010.9500122070314 0.35896915197372442 3.7500000000000004 -0.35019405186176294 -0.70088258385658253 -0.28185251355171198 1011.5499877929689 238.50000000000003 17.029999732971195 18.219999313354496 9.5500001907348651 11.550000190734865 295.81793212890631 1017.4500122070314 decision_type=2 2 1 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 12 4 7 16 6 11 8 10 21 15 27 20 14 19 22 28 18 -11 -14 -2 -10 -4 -5 -25 29 -8 -3 -1 -18 right_child=1 5 3 23 -6 -7 26 -9 9 17 -12 -13 13 -15 -16 -17 25 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0089008897439987935 0.0039833545051363708 0.0090668884374829305 0.0034208151960890445 -0.00063165121048585422 -0.00026996065269282776 0.010471710807147368 0.0036678998471664642 -0.0032525408667278648 0.00025227885450064248 -0.0010841455052189063 -0.0016717433900005777 0.0042718468431605094 -0.0018450651332459881 0.0095442990971397468 -0.0080916300338337369 -0.0014114543983560221 0.00029818037798744483 -0.0014716550790350618 0.0031125458796284903 0.0033097817235981531 0.00046952664859765264 0.0052216591066598927 9.5399138605723442e-05 0.006200692749509136 0.00072804842287820242 0.010022205095278921 -0.00034848207412154137 0.021645499104076663 0.00079058378796714734 0.0027435117997628056 leaf_weight=8513 28812 10410 21066 16564 129686 9189 22443 55982 13077 25675 366484 18122 35478 2842 5948 105578 46598 75867 29591 10568 38755 21421 105244 16591 15256 2818 23921 1267 3747 63336 leaf_count=8513 28812 10410 21066 16564 129686 9189 22443 55982 13077 25675 366484 18122 35478 2842 5948 105578 46598 75867 29591 10568 38755 21421 105244 16591 15256 2818 23921 1267 3747 63336 internal_value=1.51815e-05 0.00217061 -0.000383539 -0.000794992 0.00101931 0.00432884 0.00358771 -0.000968184 -0.000800799 0.000409163 -0.00113572 0.00668708 0.000665665 -0.00093873 -0.00151191 -0.000288568 0.00235686 -0.000361329 0.00116288 -0.000661978 0.00196761 0.00333794 0.000650013 0.00213836 0.00357907 0.00191482 0.00159569 0.0104228 0.00642215 0.001707 internal_weight=1.33085e+06 207755 1.12309e+06 868396 254698 85352 76163 819985 764003 165631 598372 29799 122403 54836 51994 231888 125012 131133 55266 46046 67567 34498 126310 48411 31847 112752 46364 11677 12260 109934 internal_count=1330849 207755 1123094 868396 254698 85352 76163 819985 764003 165631 598372 29799 122403 54836 51994 231888 125012 131133 55266 46046 67567 34498 126310 48411 31847 112752 46364 11677 12260 109934 cat_boundaries=0 1 2 3 cat_threshold=282 1810 1819 is_linear=0 shrinkage=0.05 Tree=75 num_leaves=31 num_cat=0 split_feature=8 21 16 23 11 16 79 8 104 112 7 127 28 76 29 16 14 67 104 122 16 19 7 55 29 9 19 127 24 52 split_gain=414.525 344.209 194.021 176.347 146.899 136.256 134.435 126.504 172.473 125.307 113.472 155.536 112.286 110.504 102.719 95.9058 95.3778 84.4834 83.7045 79.5508 78.9885 85.271 76.7597 76.4596 119.69 73.6074 71.7834 70.5553 70.0396 68.8306 threshold=6.4500000476837167 6.0950000286102304 15.405000209808351 7.0050001144409189 1.0000000180025095e-35 19.524999618530277 14.614999771118166 12.84999990463257 -0.66229945421218861 -0.85260769724845875 4.6499998569488534 -0.64942333102226246 1016.9500122070314 15.204999923706056 1014.4500122070314 20.524999618530277 5.5450000762939462 13.72499990463257 -0.79439750313758839 0.58068084716796886 14.550000190734865 14.550000190734865 7.8500001430511483 33.104999542236335 1011.8500061035157 24.849999427795414 15.405000209808351 -0.35019405186176294 234.50000000000003 6.9149999618530282 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 6 14 13 9 7 18 23 10 20 22 25 -1 19 16 26 -11 -3 -2 -6 -22 -12 -9 -25 29 28 -5 -4 -8 right_child=1 2 15 27 5 -7 12 8 -10 17 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00055097298519577885 -0.0022635560479098626 0.0034787878129497324 -0.00070667122193775081 0.0085205746821195305 -0.0015194824684725248 0.0094968486217194472 -0.00068795324043047061 0.0096465826698747103 0.0035160978077774111 -0.0015220997900178828 0.0030084422007932467 1.5081725826293657e-05 -0.0024586579803203353 0.0062808808347911806 9.4479794967611895e-05 0.016736985659709085 0.016674197900751791 -0.0040904206690616967 0.001025630101011766 0.0052374366993767872 0.0033273213978630752 -0.00088765294622481894 0.010089983513105022 0.051409695446643922 0.015865984208569401 0.058494166191667321 0.0021622771425496871 0.0020582046147393849 0.0074653295744618294 0.0028112681084038554 leaf_weight=38130 102421 45394 3091 6144 195049 3063 26878 3159 33375 255890 14224 96905 33430 10797 129319 1657 1551 36599 148613 3661 19145 32148 5235 305 1060 56 23312 13513 17279 29453 leaf_count=38130 102421 45394 3091 6144 195049 3063 26878 3159 33375 255890 14224 96905 33430 10797 129319 1657 1551 36599 148613 3661 19145 32148 5235 305 1060 56 23312 13513 17279 29453 internal_value=8.75463e-07 0.000940531 0.00191763 -0.000471581 -0.000827813 -0.00102428 0.00147969 0.00211577 0.00475794 -0.00107347 -0.000452525 0.000834233 -0.000162639 0.00181542 -0.000851498 0.00492239 0.00448959 -0.00184347 0.00159962 -0.00200469 -0.00106035 0.000685577 0.00491357 0.0139194 0.023808 0.00119859 0.00405696 0.00407809 0.00622529 0.00114164 internal_weight=1.33086e+06 623671 368613 255058 707185 658258 321723 231906 37899 655195 362706 116364 89817 48927 235401 46890 45233 292489 194007 106082 246342 51293 19459 4524 1365 56387 43682 19657 20370 56331 internal_count=1330856 623671 368613 255058 707185 658258 321723 231906 37899 655195 362706 116364 89817 48927 235401 46890 45233 292489 194007 106082 246342 51293 19459 4524 1365 56387 43682 19657 20370 56331 is_linear=0 shrinkage=0.05 Tree=76 num_leaves=31 num_cat=2 split_feature=136 113 8 121 16 19 115 7 10 8 24 4 80 12 120 79 107 136 4 76 31 122 16 0 28 126 79 6 11 127 split_gain=407.287 371.506 379.687 254.837 172.006 171.936 119.007 106.178 102.777 106.207 101.875 92.0895 76.7007 72.9668 66.4119 67.9326 87.9881 65.5224 82.0508 89.971 63.6424 63.5504 109.678 66.4544 94.346 60.3131 59.3483 57.5748 64.7743 55.4419 threshold=0 -0.78257837891578663 9.8499999046325701 -0.87878364324569691 14.550000190734865 14.550000190734865 -0.8703225553035735 14.650000095367433 8.7500000000000018 14.650000095367433 241.50000000000003 3.3500000238418584 299.24633789062506 0.56499999761581432 -0.94260558485984791 12.434999942779543 -0.87406036257743824 1 8.1500000953674334 28.925000190734867 1017.6499938964845 -0.97233289480209339 7.4149999618530282 115.50000000000001 1016.3500061035157 1.0000000180025095e-35 25.454999923706058 4.5499999523162851 1.0000000180025095e-35 0.078456107527017607 decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 4 -4 11 10 -3 17 -5 -10 -6 27 -7 -1 -13 16 20 18 19 -8 -16 22 -15 24 -23 -22 -11 28 -2 -29 right_child=1 6 3 8 5 12 7 -9 9 26 -12 14 -14 21 15 -17 -18 -19 -20 -21 25 23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0055448494221718957 0.0021728785973846969 0.0018089819507086783 0.017325113653038102 0.0068538233885136746 -0.00042343666397281923 0.0020277650848213825 -0.0011881578693468682 0.0065750752349084786 0.001998530816245779 0.0080639614881664046 0.0065232147055888897 0.0059418349504984673 -0.0022764627638162302 -0.0057472267655732726 0.0015051598921706707 -0.0013102646648660485 0.0006332433812244586 -0.0015781876723838012 0.0013671013841004137 0.0066386590913828612 0.011087480421207781 -0.00069308046550280384 -0.0013026569802140049 -0.00054401375374777327 -0.004382354955465774 0.0038354697694723151 0.00077959541279123772 0.0055445709588933141 -0.0017413721390404783 -0.00029581428597384447 leaf_weight=9615 11961 49761 3592 21305 6371 39750 118647 4816 62563 13019 30760 6508 13994 19149 13075 30934 98643 177802 55820 3789 4547 41109 50449 293122 29958 7760 3561 6348 90837 11291 leaf_count=9615 11961 49761 3592 21305 6371 39750 118647 4816 62563 13019 30760 6508 13994 19149 13075 30934 98643 177802 55820 3789 4547 41109 50449 293122 29958 7760 3561 6348 90837 11291 internal_value=8.31689e-07 0.000619104 0.00156847 0.00423921 0.000823087 0.00271475 -0.000483262 -0.00079934 0.00377126 0.00294145 0.0053313 0.000213287 0.000907019 -0.00123661 0.000993768 0.000785958 0.00130879 -0.000899086 -0.000221612 -0.000945943 0.0039342 -0.00114114 -0.00252552 -0.00087658 -0.00224828 0.00651483 0.00649945 -0.000833086 -0.00128593 0.00180605 internal_weight=1.33086e+06 887454 476819 104040 372779 90875 410635 360874 100448 79143 37131 281904 53744 443402 161467 154959 124025 356058 178256 122436 25382 433787 69598 364189 71067 12307 16580 120437 102798 17639 internal_count=1330856 887454 476819 104040 372779 90875 410635 360874 100448 79143 37131 281904 53744 443402 161467 154959 124025 356058 178256 122436 25382 433787 69598 364189 71067 12307 16580 120437 102798 17639 cat_boundaries=0 1 2 cat_threshold=6240 1304 is_linear=0 shrinkage=0.05 Tree=77 num_leaves=31 num_cat=1 split_feature=136 115 8 122 56 16 28 82 39 97 75 12 120 28 31 28 84 17 31 111 4 11 79 113 8 12 125 31 66 11 split_gain=367.577 340.568 244.569 172.957 163.638 134.267 127.423 118.391 114.3 95.235 91.9161 90.9113 89.4602 87.8544 113.495 97.2311 88.8673 82.8998 80.9637 80.8882 77.6897 81.308 67.9362 67.3874 76.2817 65.8525 63.1157 62.8542 61.0153 57.9659 threshold=0 -0.86159634590148915 8.4499998092651385 -0.88697704672813404 263.72506713867193 18.219999313354496 1019.0499877929689 298.27189636230474 10.050000190734865 -0.81058108806610096 0.77161407470703136 4.2349998950958261 -0.8703225553035735 1012.1499938964845 1017.1499938964845 1015.0499877929689 0.78322449326515209 18.219999313354496 1015.8500061035157 0.41642129421234136 12.650000095367433 7.0499999523162851 11.72499990463257 -0.67556449770927418 11.84999990463257 0.56499999761581432 0.19936034083366397 1014.5499877929689 34.82500076293946 24.69999980926514 decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=25 2 5 26 10 7 18 13 -5 -8 11 23 -10 27 -15 -16 22 20 19 -6 21 -14 -17 24 -3 -1 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leaf_count=9615 25864 165268 1539 8473 11031 6080 21705 48427 2388 25134 49673 6295 25508 53773 1316 73417 14170 2101 36115 42211 8086 57883 5940 153336 26683 433787 3092 960 10965 21 internal_value=7.89512e-07 0.000588148 0.00183396 0.0037839 -0.000181944 0.000909056 0.00124424 0.000709944 0.00336464 -0.000908999 -0.00070497 -0.00042047 0.00385613 0.00131405 0.000838697 0.00187911 0.00168921 0.00361226 0.00224955 0.00118426 0.00338673 0.00293299 0.00103793 -0.000529031 9.52729e-05 -0.00117478 0.0132393 0.0039477 0.000375961 -0.00271779 internal_weight=1.33086e+06 887454 339017 109070 548437 229947 147161 223867 104439 46839 401276 351582 95966 175440 148616 94843 93527 93578 100322 64207 91477 83391 79357 345287 191951 443402 4631 26824 53176 49694 internal_count=1330856 887454 339017 109070 548437 229947 147161 223867 104439 46839 401276 351582 95966 175440 148616 94843 93527 93578 100322 64207 91477 83391 79357 345287 191951 443402 4631 26824 53176 49694 cat_boundaries=0 1 cat_threshold=6240 is_linear=0 shrinkage=0.05 Tree=78 num_leaves=31 num_cat=3 split_feature=8 21 120 17 122 136 79 11 52 8 28 16 136 120 127 76 0 112 55 136 24 62 109 85 28 29 67 16 28 122 split_gain=332.328 280.731 213.916 189.386 161.864 142.229 137.747 134.802 128.822 138.07 111.377 105.168 98.5778 120.544 98.0109 96.9815 94.9537 93.9648 96.4313 107.073 89.4579 79.6275 78.1411 77.8923 97.2246 76.0397 74.284 72.9367 72.8355 69.1487 threshold=5.9500000476837167 5.9749999046325692 0.89490029215812694 15.405000209808351 -0.35019405186176294 0 16.714999198913578 1.0000000180025095e-35 9.2349996566772479 13.949999809265138 1017.4500122070314 18.219999313354496 1 -0.86159634590148915 -0.43049471080303187 15.204999923706056 91.500000000000014 -0.8338540494441985 41.48500061035157 2 231.50000000000003 0.6659662425518037 -0.12834195047616956 0.75674653053283703 1008.0499877929689 1015.0499877929689 13.534999847412111 7.4149999618530282 1000.4500122070314 -0.95368063449859608 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=7 4 3 6 5 27 8 15 12 -10 23 17 13 -3 -7 -1 22 18 19 -9 -5 -4 -6 24 29 -16 -19 -2 -15 -8 right_child=1 2 21 20 16 14 10 11 9 -11 -12 -13 -14 28 25 -17 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00053062088834192811 -0.0058259146913585856 0.012896146818915986 -0.002137243449699483 -0.0003607566931779476 0.010753705982434502 0.0075386392288620766 0.045478309173807963 0.0011768958415726821 0.0033178069060039021 0.012473722555008691 -0.0029510632786208654 0.0037266889343836327 0.00051551026205314497 0.010276064715751126 -0.0019472174532281041 0.0058990732330983561 0.0031655037473081399 -0.0015336913481024707 -0.0041708015155108016 -0.00090586262981800668 0.0053933035600205199 -0.010358447839967651 -0.0021335307424621588 0.00015823898767298148 0.0016733765731649823 0.00034733110495233679 -0.0042164512557450783 -0.0015905144758893046 0.0020589040929362324 0.011572177931335774 leaf_weight=38094 22232 2784 11597 7939 1265 3644 161 82621 49514 4491 28542 11475 136352 2787 70028 10797 38600 215818 17671 243702 45283 3948 16766 51521 5101 74539 29307 18727 83272 2278 leaf_count=38094 22232 2784 11597 7939 1265 3644 161 82621 49514 4491 28542 11475 136352 2787 70028 10797 38600 215818 17671 243702 45283 3948 16766 51521 5101 74539 29307 18727 83272 2278 internal_value=7.50037e-07 0.000772152 0.00153456 0.00174773 -0.000578864 -0.00128089 0.0013433 -0.000808524 0.00188605 0.0040792 -0.000386486 -0.00101405 0.0013601 0.00265597 -0.000559969 0.00171618 0.00176619 -0.00110639 -0.000573335 -0.000378525 0.00453498 -0.0042252 -0.0012294 0.00085288 0.00559938 -0.000764144 -0.00185444 -0.00388848 0.00232501 0.0138103 internal_weight=1.33086e+06 681371 435570 420025 245801 189170 366803 649485 279200 54005 87603 600594 225195 88843 148211 48891 56631 589119 343994 326323 53222 15545 18031 59061 7540 144567 245125 40959 86059 2439 internal_count=1330856 681371 435570 420025 245801 189170 366803 649485 279200 54005 87603 600594 225195 88843 148211 48891 56631 589119 343994 326323 53222 15545 18031 59061 7540 144567 245125 40959 86059 2439 cat_boundaries=0 1 2 3 cat_threshold=2192 408 798 is_linear=0 shrinkage=0.05 Tree=79 num_leaves=31 num_cat=6 split_feature=8 19 17 136 10 8 120 112 136 108 113 136 17 66 136 79 136 7 5 5 28 120 31 126 79 105 23 136 24 28 split_gain=314.849 203.517 201.354 154.622 136.45 132.972 108.914 101.568 122.902 114.217 96.7279 96.6527 85.6846 81.1629 80.715 78.9088 78.7385 80.8881 83.962 72.8773 72.6313 84.6805 83.3764 77.0422 67.8897 64.0767 66.4576 62.7447 62.4042 61.6786 threshold=10.650000095367433 10.405000209808351 17.029999732971195 0 9.5500001907348651 14.84999990463257 0.89490029215812694 -0.8338540494441985 1 0.14758945256471637 -0.74892720580101002 2 20.524999618530277 77.200000762939467 3 8.9549999237060565 4 14.650000095367433 13.84999990463257 6.0499999523162851 1009.5499877929689 -0.35019405186176294 1017.5499877929689 1.0000000180025095e-35 12.805000305175783 -0.71857896447181691 8.2849998474121112 5 231.50000000000003 1012.1499938964845 decision_type=2 2 2 1 2 2 2 2 1 2 2 1 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=2 16 3 10 11 27 7 8 19 20 29 -3 28 14 -7 -11 -2 18 -18 -5 21 -10 -22 24 -24 26 -16 -6 -4 -1 right_child=1 4 12 6 5 13 -8 -9 9 15 -12 -13 -14 -15 25 -17 17 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0046623016536832375 0.001504410020883769 0.011214693069253871 -0.00086325809246068125 -0.00082553904239527373 0.0036721354056704607 0.0018930907793697608 -0.002954198555624015 -0.001349611924710349 0.022759036363499678 0.00046050772817345272 -0.00050021523261695915 0.0044167366925948531 0.0089517442551773421 -0.0066846725911208138 0.011025248057479427 -0.0017143756011762899 -0.00090548914771631226 0.0070146580338903853 -0.0079455776072772117 -0.0036839523558373759 -0.00020109051237124609 0.0054335891930643023 0.0085242610154153912 0.00020302486540719838 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121990 64403 61430 157878 46792 4992 41800 20623 13170 15186 1881 71811 55735 107143 internal_count=1330856 246654 1084202 1023806 124664 96179 829719 773526 449727 291849 194087 28485 60396 24368 23038 245057 121990 64403 61430 157878 46792 4992 41800 20623 13170 15186 1881 71811 55735 107143 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=280 2080 1298 6368 1307 1050 is_linear=0 shrinkage=0.05 Tree=80 num_leaves=31 num_cat=4 split_feature=8 5 16 24 19 136 120 38 23 108 28 67 12 15 28 7 33 35 120 136 116 79 106 66 136 14 8 136 88 120 split_gain=300.608 204.592 202.08 316.965 243.875 170.71 119.709 119.51 116.903 101.424 87.9076 83.4252 86.5206 113.986 73.0339 68.9528 68.658 89.0532 109.055 78.5306 75.4289 66.673 64.2096 64.1078 63.4019 83.7042 61.6999 63.6249 61.5081 61.1304 threshold=10.84999990463257 8.5500001907348651 14.550000190734865 244.50000000000003 14.550000190734865 0 0.8038262426853181 15.449999809265138 8.7650003433227557 -1.0000000180025095e-35 1009.5499877929689 30.025000572204593 1.6549999713897707 1.4750000238418581 1014.5499877929689 19.750000000000004 12.449999809265138 11.150000095367433 0.28400452435016638 1 0.85260769724845897 11.144999980926515 -0.79037654399871815 10.324999809265138 2 1.8650000095367434 12.84999990463257 3 -0.94094344973564137 0.56638467311859142 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 1 2 2 left_child=2 26 6 -4 24 15 7 9 16 10 28 12 -11 -14 -6 22 17 18 20 -20 -7 -13 -3 -8 -5 -26 -2 -28 -1 -24 right_child=1 5 3 4 14 8 23 -9 -10 11 -12 21 13 -15 -16 -17 -18 -19 19 -21 -22 -23 29 -25 25 -27 27 -29 -30 -31 leaf_value=0.012019471515447647 0.0041326503288194524 0.013357571813988748 -0.0012745019509725916 0.0010529523921551571 0.0032650088306152947 -0.00067110186130583276 -0.0019386050995653871 -0.0015407343192758768 0.0051929593918736755 -0.00091915594186435089 0.0011916011587108047 0.0019524261885373343 0.0047930584004112296 0.00017898992279311853 -0.00010296442188962774 0.07041648750503858 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0.00548642 0.00507168 0.00958234 0.00750153 0.0034612 internal_weight=1.33109e+06 233291 1.0978e+06 250987 150423 196874 846808 775304 158117 561040 51515 509525 473940 254691 89459 38757 146942 84445 51001 4041 46960 35585 38718 71504 60964 51376 36417 6275 6287 37003 internal_count=1331086 233291 1097795 250987 150423 196874 846808 775304 158117 561040 51515 509525 473940 254691 89459 38757 146942 84445 51001 4041 46960 35585 38718 71504 60964 51376 36417 6275 6287 37003 cat_boundaries=0 1 2 3 4 cat_threshold=1048 516 2080 1795 is_linear=0 shrinkage=0.05 Tree=81 num_leaves=31 num_cat=5 split_feature=8 16 24 19 5 136 52 22 67 28 136 61 27 136 23 16 133 127 67 12 116 8 136 53 5 28 124 116 11 136 split_gain=278.89 206.059 301.702 214.169 191.709 154.798 121.207 146.691 143.562 116.697 99.7408 88.8386 87.6364 85.3618 82.2351 78.3381 78.0128 76.8962 72.5968 68.229 67.326 83.1067 87.8607 61.907 59.9234 59.0448 58.9181 68.7707 58.7968 57.1859 threshold=12.34999990463257 12.309999942779543 222.50000000000003 13.344999790191652 9.7500000000000018 0 5.1449999809265146 7.3750000000000009 20.904999732971195 1012.0499877929689 1 0.79618269205093395 304.50000000000006 2 8.6750001907348651 16.335000038146976 1005.1499938964845 0.04361772537231446 45.465000152587898 5.5950000286102304 0.78257837891578685 16.050000190734867 3 4.8849999904632577 11.750000000000002 1016.9500122070314 -0.50751903653144825 0.31729258596897131 16.849999427795414 4 decision_type=2 2 2 2 2 1 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 left_child=1 6 -3 10 23 -6 8 17 13 16 12 -11 15 26 20 -4 19 -8 28 -5 21 24 -23 -2 -7 -10 27 -1 -9 -13 right_child=4 2 3 9 5 14 7 18 25 11 -12 29 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00077148821148660749 0.0044034392470652618 -0.001595380175146926 0.0045278384915778038 0.004072736774180981 0.0063375575076521267 0.00111216589858741 0.0058795977801232762 -0.00013187169004757009 -0.0027709010171767471 0.00030553024359961122 0.0014761350038109988 0.00022127819999203863 0.0015374629348559692 -0.001347712600317181 0.0055858182345201552 0.010371076670982582 -0.0010448954628743217 0.0014396553656546842 -0.0045468157261685967 0.02376197970445771 -0.0024671879446840368 0.0065505993114004755 -0.00044238013078497208 0.0097946595977730713 -0.0021393042211278268 -0.0076314307440418826 0.00046091412042911334 -0.0032658173792807057 0.023310508709149885 -0.0041320368561275859 leaf_weight=17673 19536 125135 40150 24634 13054 39239 15163 47322 15604 160431 71916 11834 22009 379773 7597 6692 8810 27327 10761 448 19243 11186 7507 7320 22180 10421 140870 26162 269 20820 leaf_count=17673 19536 125135 40150 24634 13054 39239 15163 47322 15604 160431 71916 11834 22009 379773 7597 6692 8810 27327 10761 448 19243 11186 7507 7320 22180 10421 140870 26162 269 20820 internal_value=-9.76083e-07 -0.000255847 0.000525288 0.0012469 0.00205418 0.0011996 -0.00081274 0.00078931 -0.00108633 0.000296658 0.00277911 -0.000178331 0.00413927 -0.000918929 0.000571839 0.00536262 0.0030027 0.0030241 -0.000837987 0.00442441 0.000188511 0.000826414 0.00374553 0.0058729 -6.20246e-05 -0.00471717 -3.72294e-05 -0.00163809 6.32362e-07 -0.00255557 internal_weight=1.33109e+06 1.18422e+06 492879 367744 146862 120006 691345 100842 590503 226977 140767 193085 68851 564478 106952 46842 33892 42490 58352 25082 99355 80112 18693 26856 61419 26025 184705 43835 47591 32654 internal_count=1331086 1184224 492879 367744 146862 120006 691345 100842 590503 226977 140767 193085 68851 564478 106952 46842 33892 42490 58352 25082 99355 80112 18693 26856 61419 26025 184705 43835 47591 32654 cat_boundaries=0 1 2 3 4 5 cat_threshold=1040 926 410 4877 1536 is_linear=0 shrinkage=0.05 Tree=82 num_leaves=31 num_cat=3 split_feature=8 126 31 136 28 106 28 8 8 11 31 28 0 16 113 11 136 11 127 7 24 110 136 20 4 123 66 120 6 110 split_gain=265.933 227.171 308.017 261.452 215.879 207.582 192.146 145.353 131.362 127.099 111.391 148.039 110.67 105.257 100.675 100.112 92.9954 88.7215 98.0959 117.615 87.2646 83.866 76.5643 76.5181 76.5036 73.823 72.4017 69.565 69.4605 90.5146 threshold=5.2500000000000009 -0.33379416167736048 1015.5499877929689 0 1015.0499877929689 -0.90060630440711964 1007.1499938964845 13.250000000000002 11.650000095367433 1.0000000180025095e-35 1018.5499877929689 1018.1499938964845 220.50000000000003 6.9049999713897714 -0.72534674406051625 9.5500001907348651 1 5.9500000476837167 -0.19936034083366391 8.3499999046325701 293.50000000000006 0.12220200523734094 2 7.055000066757203 19.10000038146973 -0.68832838535308827 20.744999885559086 0.88697704672813427 6.5499999523162851 -0.10978919640183447 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=9 2 6 5 -4 8 16 14 -3 21 -6 -12 20 -5 -7 25 -2 -11 19 -19 24 -1 -13 -23 -8 -9 -20 28 -15 -30 right_child=1 3 4 13 10 7 12 15 -10 17 11 22 -14 27 -16 -17 -18 18 26 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0088674299138535792 0.011686816380668241 0.0039633261797684593 0.011545942985243925 -0.0032645926944840429 0.0007074577707731031 0.0011048407368263603 -0.00094683528711901838 0.019319457685843408 0.014819589425491837 -0.0014625647411030424 0.01246261875212998 0.0085498204024431063 0.002253371781289505 0.00067984590956904388 -0.00072322381411922966 0.0023596285544956776 0.0029429362700571318 0.001257030981364529 -0.00018993233923782443 0.01014406246985311 -0.0058863034534455353 0.0029819293400474892 0.0022045477935378681 -0.0011420669452487681 0.092326164440336561 0.0063209707656980106 -0.0040414216326529031 -0.0040845543380415303 0.0085233334107362429 -0.0014419029116238091 leaf_weight=3682 4234 24622 10710 44202 18989 173241 30560 1370 3142 372903 6226 6403 19344 89943 133238 38632 10812 25619 96655 4356 12166 23635 18478 21461 22 5389 13965 13231 2331 101525 leaf_count=3682 4234 24622 10710 44202 18989 173241 30560 1370 3142 372903 6226 6403 19344 89943 133238 38632 10812 25619 96655 4356 12166 23635 18478 21461 22 5389 13965 13231 2331 101525 internal_value=-9.24025e-07 0.000603468 0.0024415 0.000201566 0.00510264 0.00102959 0.000343795 0.0007012 0.00519191 -0.000827319 0.00372512 0.00556723 -0.000884617 -0.00104966 0.000310112 0.00334182 0.00541322 -0.00105901 1.1345e-05 0.0025485 -0.0023046 0.00161175 0.00384179 0.00101934 -0.000879737 0.00895567 -0.000676156 -0.000576808 -0.000337328 -0.00121824 internal_weight=1.33109e+06 768810 137944 630866 60806 379634 77138 351870 27764 562276 50096 31107 62092 251232 306479 45391 15046 513498 140595 29975 42748 48778 24881 45096 30582 6759 110620 207030 193799 103856 internal_count=1331086 768810 137944 630866 60806 379634 77138 351870 27764 562276 50096 31107 62092 251232 306479 45391 15046 513498 140595 29975 42748 48778 24881 45096 30582 6759 110620 207030 193799 103856 cat_boundaries=0 1 2 3 cat_threshold=1819 5932 1606 is_linear=0 shrinkage=0.05 Tree=83 num_leaves=31 num_cat=3 split_feature=8 126 31 136 122 28 28 107 4 5 8 11 31 28 80 136 23 0 11 80 17 113 4 108 1 17 17 18 136 31 split_gain=243.229 205.005 238.427 227.53 203.032 177.291 158.748 140.15 134.82 119.488 114.471 101.964 100.52 115.815 95.4833 98.5609 93.749 93.3595 90.0281 155.316 85.5668 84.3431 83.9401 78.2837 74.1914 74.0014 73.4064 70.5656 69.7055 68.4147 threshold=6.1499998569488534 -0.33379416167736048 1015.5499877929689 0 -0.9366365075111388 1014.9500122070314 1011.0499877929689 -0.89727705717086781 8.1500000953674334 5.9500000476837167 14.34999990463257 1.0000000180025095e-35 1017.8500061035157 1018.1499938964845 292.91659545898443 1 5.9849998950958261 218.50000000000003 14.050000190734865 322.22750854492193 9.5450000762939471 -0.73724925518035878 18.550000190734867 -0.77605792880058277 214.50000000000003 7.4149999618530282 18.219999313354496 14.550000190734865 2 1013.0499877929689 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=11 2 6 4 8 -4 20 -6 -3 -5 21 23 -7 -14 15 -13 -16 22 19 25 -2 -9 -8 -1 29 -11 -17 -12 -23 -22 right_child=1 3 5 9 7 12 17 10 -10 18 27 14 13 -15 16 26 -18 -19 -20 -21 24 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.013887499065517379 -0.00077639968120959198 0.0052233281315544368 0.011473540695450124 0.0010466484175979712 0.0044484418912306553 -0.00025919269665825462 -0.0037686792959963178 0.0011267693409914023 0.019793158115218833 -0.0038648244490727813 0.0027831214271491524 -0.00091657693519842207 0.010592970849140184 0.0034298037394515264 0.00091192112816465109 0.00055769543869064661 -0.0025158900071861889 0.0022429263083381472 0.00096795812835860575 -0.01006513183296783 0.0024029144733890284 0.0024522884511201238 0.086123569986711335 0.001206671482359332 0.011430512579761222 -0.0011181818696103195 0.0092979592743284295 0.010891897908564064 -0.0010663105691114188 0.011954773844491817 leaf_weight=1249 9476 7703 9270 53717 25443 11043 22202 140297 2000 33283 23856 357142 7715 21009 23823 118489 122592 9571 26703 6014 15167 16025 26 47610 3647 93175 2452 3023 115225 2139 leaf_count=1249 9476 7703 9270 53717 25443 11043 22202 140297 2000 33283 23856 357142 7715 21009 23823 118489 122592 9571 26703 6014 15167 16025 26 47610 3647 93175 2452 3023 115225 2139 internal_value=-8.68288e-07 0.000683002 0.00263928 0.000284687 0.00109974 0.00524663 0.000584628 0.000886255 0.00822649 -0.000992386 0.000582553 -0.000668867 0.00379509 0.00535376 -0.000840965 -0.000498821 -0.00195816 -0.00188578 -0.00168056 -0.00221444 0.00316626 0.000274459 -0.00366353 0.00153084 0.00494933 -0.00184108 0.000734838 0.00369509 -0.000636601 0.00358351 internal_weight=1.33109e+06 657729 111265 546464 333572 49037 62228 323869 9703 212892 298426 673357 39767 28724 624498 478083 146415 31799 159175 132472 30429 271547 22228 48859 20953 126458 120941 26879 131250 17306 internal_count=1331086 657729 111265 546464 333572 49037 62228 323869 9703 212892 298426 673357 39767 28724 624498 478083 146415 31799 159175 132472 30429 271547 22228 48859 20953 126458 120941 26879 131250 17306 cat_boundaries=0 1 2 3 cat_threshold=1819 3301 16 is_linear=0 shrinkage=0.05 Tree=84 num_leaves=31 num_cat=2 split_feature=136 110 113 8 56 22 29 130 79 121 39 10 55 17 8 84 33 61 17 20 125 16 123 136 25 28 122 7 83 55 split_gain=230.301 227.407 142.812 177.557 138.538 199.208 103.717 108.644 105.263 101.991 87.3335 83.1433 83.0155 93.1738 82.197 80.0202 70.1183 69.7087 70.908 69.0455 65.6132 62.5164 59.5296 58.9579 58.9468 97.8273 58.8057 58.167 57.5357 55.8372 threshold=0 0.38043284416198736 -0.72534674406051625 8.6500000953674334 266.53306579589849 7.6749999523162851 1004.7500000000001 1.0000000180025095e-35 10.635000228881838 -0.92384436726570118 10.550000190734865 8.0500001907348651 21.615000724792484 13.344999790191652 15.650000095367433 0.73698708415031444 15.84999990463257 0.83165308833122265 12.699999809265138 8.9250001907348651 0.98321744799613964 10.960000038146974 0.46173103153705602 1 221.50000000000003 1014.1499938964845 -0.74892720580101002 14.750000000000002 259.52182006835943 62.594999313354499 decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=16 4 3 12 21 26 7 10 15 -5 -7 -11 13 -3 23 -8 17 18 -1 28 27 -2 -10 -13 -20 29 -6 -4 -12 -26 right_child=1 2 20 9 5 6 8 -9 22 11 19 14 -14 -15 -16 -17 -18 -19 24 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00086054219632569035 -0.0010732788897899188 -0.00027933029827983323 -0.0010604371861262748 0.012718693006336199 0.015044855370097124 -0.0042631577000845156 2.4808718621250401e-05 0.0053061667110763074 -2.658807593608771e-05 0.004991363822435535 0.011268728667527289 0.0027640171812840621 -0.0026321430261934237 0.001978171043014731 0.0058267942636645942 0.0060143743107906461 -0.0017660004130339105 -0.0041419601749894744 -0.0012145679972000866 0.048795369099554231 0.0018338852813001843 0.0023641502008308422 -0.0071751655267098024 8.0868279700125283e-05 0.0028426492590160665 0.00012000708629510603 0.0071014601198818505 0.0058537247100939327 0.057459663696311142 0.01543328180530098 leaf_weight=266910 26279 159271 227886 2343 2668 224 9309 4297 14195 21622 402 32487 25702 64102 10146 13907 130197 12438 41548 326 22970 26632 3664 55349 35467 98289 18389 3083 81 903 leaf_count=266910 26279 159271 227886 2343 2668 224 9309 4297 14195 21622 402 32487 25702 64102 10146 13907 130197 12438 41548 326 22970 26632 3664 55349 35467 98289 18389 3083 81 903 internal_value=-8.24697e-07 0.000582209 0.000198921 0.000824223 0.00257224 0.00407446 0.00224422 0.00880623 0.00139271 0.00238744 0.0233655 0.00218505 5.88745e-05 0.000368511 0.00156577 0.00361272 -0.000742698 -0.000450255 -0.000346632 0.0310155 -0.000714689 0.000656902 -0.00149321 0.00107358 0.000431816 0.000939795 0.00810792 -0.000968146 0.019015 0.00315525 internal_weight=1.33109e+06 745334 624961 371022 120373 67462 46405 5330 41075 121947 1033 119604 249075 223373 97982 23216 585752 455555 443117 809 253939 52911 17859 87836 176207 134659 21057 230969 483 36370 internal_count=1331086 745334 624961 371022 120373 67462 46405 5330 41075 121947 1033 119604 249075 223373 97982 23216 585752 455555 443117 809 253939 52911 17859 87836 176207 134659 21057 230969 483 36370 cat_boundaries=0 1 2 cat_threshold=6241 1050 is_linear=0 shrinkage=0.05 Tree=85 num_leaves=31 num_cat=4 split_feature=4 16 125 24 120 16 2 136 24 125 136 0 136 110 11 136 4 108 31 28 122 4 66 20 11 79 4 0 21 20 split_gain=214.843 175.395 181.872 134.235 129.916 123.74 111.896 108.991 117.842 118.571 108.649 106.842 105.532 125.391 104.489 94.3633 94.3641 84.7392 80.9027 134.412 76.0026 101.471 75.735 88.3593 86.2162 72.7373 99.1133 94.5498 79.832 68.3347 threshold=3.7500000000000004 12.309999942779543 -0.19936034083366391 261.50000000000006 0.38266885280609136 18.219999313354496 196.50000000000003 0 304.50000000000006 0.95878320932388317 1 228.50000000000003 2 0.44490760564804083 1.0000000180025095e-35 3 14.550000190734865 -0.77605792880058277 1017.3500061035157 1016.8500061035157 -0.90255093574523915 7.8500001430511483 9.8949999809265154 8.3550000190734881 8.2500000000000018 14.025000095367433 9.6500000953674334 146.50000000000003 5.1849999427795419 7.055000066757203 decision_type=2 2 2 2 2 2 2 1 2 2 1 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 7 5 -4 12 6 18 -2 20 11 -8 -10 -5 -14 17 -13 -17 -1 -3 -20 21 -9 23 24 -16 26 -22 28 -28 -19 right_child=1 2 3 4 -6 -7 10 8 9 -11 -12 15 13 -15 22 16 -18 29 19 -21 25 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.014265285111286505 -0.0015331350772321887 0.00040270270011414592 -0.00098973792388162255 -0.00024093063432631745 -0.0034418850671103711 0.013964371725512259 0.0015160489243927298 0.0030616386558455209 -0.0035499592436643657 0.0025003780793221076 0.010008162792471895 -0.0047806005833016425 0.0065769711161438663 0.0020592707529233575 -0.0014177581074410037 -0.00020894762065762235 0.0096979647386734678 0.0029645830097924197 0.013089149018666644 0.0025568036114451049 0.00094569660587862396 0.015619875925410566 -0.0024212245855753192 0.00064072801916628295 0.0013832046988843923 -0.0008790321015636547 0.027741158138083196 0.0032670646520452182 0.0084326881926374952 -0.0008300586134826533 leaf_weight=1252 98226 28231 70589 37701 11678 2860 5947 8846 31030 30374 10331 11315 18519 90019 271863 161318 2440 23976 3757 15637 107530 1966 78826 91215 30562 38820 678 20022 2544 23486 leaf_count=1252 98226 28231 70589 37701 11678 2860 5947 8846 31030 30374 10331 11315 18519 90019 271863 161318 2440 23976 3757 15637 107530 1966 78826 91215 30562 38820 678 20022 2544 23486 internal_value=1.27055e-05 0.000522038 0.00149361 0.000822857 0.00163309 0.00378936 0.00333397 -3.48839e-05 0.000318163 -0.000416079 0.00691274 -0.000845885 0.00203835 0.00282983 -0.00077925 -0.000366614 -6.13305e-05 0.00142555 0.00211077 0.00459713 0.00128063 0.00534517 -0.00100658 -0.000723297 -0.0011347 0.00102151 0.00158568 0.00454631 0.0124957 0.00108685 internal_weight=1.33156e+06 810378 295269 228506 157917 66763 63903 515109 416883 236477 16278 206103 146239 108538 521180 175073 163758 48714 47625 19394 180406 10812 472466 393640 302425 169594 130774 23244 3222 47462 internal_count=1331558 810378 295269 228506 157917 66763 63903 515109 416883 236477 16278 206103 146239 108538 521180 175073 163758 48714 47625 19394 180406 10812 472466 393640 302425 169594 130774 23244 3222 47462 cat_boundaries=0 1 2 3 4 cat_threshold=6176 2080 2276 128 is_linear=0 shrinkage=0.05 Tree=86 num_leaves=31 num_cat=3 split_feature=8 17 16 5 136 136 4 120 114 19 117 120 3 92 52 55 109 136 7 52 52 82 15 36 28 26 38 54 28 14 split_gain=219.965 178.19 165.546 160.723 134.983 98.5728 132.268 98.2233 96.7272 83.4185 86.311 75.6709 77.8996 72.9545 88.3197 134.673 80.8259 93.3554 151.544 73.8737 71.6609 70.1679 68.3141 65.9607 63.1222 61.9516 68.6943 58.9238 57.5451 56.8255 threshold=12.84999990463257 17.029999732971195 19.524999618530277 10.949999809265138 0 1 13.949999809265138 0.90992662310600292 -0.73724925518035878 17.029999732971195 -0.39873388409614557 0.026175950653851036 308.50000000000006 -0.67445534467697132 2.054999947547913 6.4949998855590829 0.29973122477531439 2 13.550000190734865 5.5150001049041757 8.6350002288818377 303.70783996582037 0.66500002145767223 10.84999990463257 1016.6499938964845 297.50000000000006 13.750000000000002 20.505000114440922 1026.4500122070315 6.0450000762939462 decision_type=2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 20 8 6 -5 13 11 10 -3 12 21 -6 22 19 17 18 -17 -16 -2 -1 -15 -20 -9 26 -24 28 -21 -11 right_child=3 9 -4 5 7 -7 -8 24 -10 29 -12 -13 -14 14 15 16 -18 -19 23 27 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0044780675144407249 0.0034444635733321878 0.00047177866598602204 0.015049888627576273 0.0010931605853760603 -0.0016226049143839396 -0.0013299223878759454 0.0086147824779374636 -0.00076464189714176836 -0.00046825751479359341 0.00022631697440911709 0.005765431526758253 -0.00024071187265400343 0.00077908345376311733 -0.0036126031850783088 0.0010505095101486911 0.0029531819199206596 -0.0013858689218410041 -0.00084599548145367824 0.12412094557214351 0.0045842744462261942 0.0084754113214287607 0.00017300630192572435 0.0008280326158781481 0.032243836403691349 -0.0042416170738094044 -0.0013782526999738896 -0.00072989757249907958 -0.0038490548013520687 0.02047823547497905 0.022203985424502595 leaf_weight=42268 34075 11494 1745 39397 128064 34243 6863 22951 113814 30298 23328 45296 49881 19304 50059 23874 83774 27958 21 24570 8934 12196 111561 280 30268 158656 193449 2057 583 297 leaf_count=42268 34075 11494 1745 39397 128064 34243 6863 22951 113814 30298 23328 45296 49881 19304 50059 23874 83774 27958 21 24570 8934 12196 111561 280 30268 158656 193449 2057 583 297 internal_value=1.2072e-05 -0.000193413 -0.000338712 0.00202188 -0.000362249 0.000703535 0.00220857 -0.000660258 0.000630265 0.0023445 0.00401811 0.00146582 0.00220663 -0.000525839 -0.000324077 0.000523618 -0.000423977 0.00112171 0.00339628 0.00219033 0.00448951 0.00351404 -0.000698237 0.0386539 -0.00274215 -0.000576902 -0.000160066 0.00428728 0.00495267 0.000439664 internal_weight=1.33156e+06 1.20805e+06 1.14263e+06 123512 1.14088e+06 80503 46260 877429 263455 65417 34822 149641 104345 824210 696146 213176 135907 52133 24175 77269 43009 54464 482970 301 53219 463666 305010 27210 25153 30595 internal_count=1331558 1208046 1142629 123512 1140884 80503 46260 877429 263455 65417 34822 149641 104345 824210 696146 213176 135907 52133 24175 77269 43009 54464 482970 301 53219 463666 305010 27210 25153 30595 cat_boundaries=0 1 2 3 cat_threshold=282 5913 5637 is_linear=0 shrinkage=0.05 Tree=87 num_leaves=31 num_cat=3 split_feature=8 9 16 116 19 136 120 52 66 22 116 127 37 31 126 117 8 103 4 6 136 79 28 4 121 55 0 136 14 105 split_gain=202.029 175.698 153.096 225.602 195.652 110.322 107.379 100.116 126.078 114.049 97.3542 97.3443 89.9448 78.051 87.9494 75.7133 80.5831 77.3105 69.4556 69.1614 68.8807 69.8221 67.3709 62.5596 60.9638 59.729 58.4194 57.8981 56.5801 56.4599 threshold=11.449999809265138 11.050000190734865 14.550000190734865 -0.43049471080303187 14.550000190734865 0 0.33379416167736059 5.2149999141693124 20.464999198913578 7.4349999427795419 0.31729258596897131 0.19936034083366397 13.650000095367433 1017.5499877929689 0.41467745602130895 0.72534674406051647 14.84999990463257 -0.034020831808447831 3.9500000476837163 10.150000095367433 1 24.755000114440922 1014.6499938964845 14.550000190734865 -0.49240480363368982 5.5350000858306894 170.50000000000003 2 6.0450000762939462 -0.83411115407943714 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 left_child=2 -2 6 -4 -5 -3 7 8 12 11 -8 24 -1 -11 18 16 19 -18 -15 -7 21 23 28 29 -9 -13 -22 -26 -6 -19 right_child=1 5 3 4 22 15 10 9 -10 13 -12 25 -14 14 -16 -17 17 20 -20 -21 26 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=0.00022290054395970031 0.0049850052757650521 0.0043596866830244371 -0.0010362810081163791 0.0041252876861796167 0.002602498561965171 0.0016344837642192031 -0.0006501177442917918 0.01045698993781221 -0.0047424430663824011 -0.001587937361590081 -0.0032241853311595417 0.004197187533855143 -0.0010457385447465251 0.0017201978331725051 -0.00057873585642830797 -0.0015639369113603823 -0.0051743663825995967 0.023764204179716083 0.0083533725767360664 -0.0013962308537383218 0.0077313266862681336 -0.00012089268105466573 -0.00021956535090822727 0.01806846571502253 0.0069819153723592641 -0.00029999896833741692 0.00044950404415363749 0.00096486373161619389 0.023807759278765547 0.0059284071144743234 leaf_weight=254934 30416 19740 99674 64308 22650 38006 83525 4577 17833 48994 65569 10522 309129 10995 24214 37363 2622 470 6156 37297 3377 2992 70762 1482 7834 24750 14938 8179 319 7931 leaf_count=254934 30416 19740 99674 64308 22650 38006 83525 4577 17833 48994 65569 10522 309129 10995 24214 37363 2622 470 6156 37297 3377 2992 70762 1482 7834 24750 14938 8179 319 7931 internal_value=1.14676e-05 0.00149109 -0.000244888 0.000826513 0.00200136 0.000851741 -0.000559651 -0.000309324 -0.000603227 0.000860279 -0.00178215 0.00263626 -0.000472364 -0.000237674 0.00136162 0.000378672 0.00104389 0.00307167 0.00410104 0.000133394 0.00376488 0.00656602 0.000544157 0.00859707 0.00536809 0.00104156 0.00179118 0.00391353 0.002897 0.00692624 internal_weight=1.33156e+06 196634 1.13492e+06 257713 158039 166218 877211 728117 581896 146221 149094 55862 564063 90359 41365 146478 109115 33812 17151 75303 31190 12875 93731 9883 20590 35272 18315 16013 22969 8401 internal_count=1331558 196634 1134924 257713 158039 166218 877211 728117 581896 146221 149094 55862 564063 90359 41365 146478 109115 33812 17151 75303 31190 12875 93731 9883 20590 35272 18315 16013 22969 8401 cat_boundaries=0 1 2 3 cat_threshold=1040 779 1412 is_linear=0 shrinkage=0.05 Tree=88 num_leaves=31 num_cat=2 split_feature=8 17 16 5 136 136 115 120 28 31 112 16 19 36 28 122 15 15 110 28 19 4 4 53 52 54 66 28 29 115 split_gain=186.018 156.637 144.511 142.609 125.676 94.3962 92.3536 85.614 78.8614 81.5781 73.0439 86.4067 108.367 68.3268 67.6109 63.1457 62.6944 62.7967 62.5425 60.6395 60.2314 66.0713 58.4909 58.2358 58.0569 79.7689 64.0582 57.0396 56.4776 53.9345 threshold=12.84999990463257 18.219999313354496 19.524999618530277 9.8499999046325701 0 1 -0.80382624268531788 0.90992662310600292 1012.1499938964845 1017.8500061035157 -0.78257837891578663 13.344999790191652 13.344999790191652 13.949999809265138 1016.6499938964845 -0.73724925518035878 0.6850000023841859 3.4850000143051152 -0.94382983446121205 1017.3500061035157 12.309999942779543 14.650000095367433 5.7500000000000009 5.5750000476837167 10.25500011444092 13.454999923706056 27.454999923706058 1014.1499938964845 1000.4500122070314 -0.47714059054851526 decision_type=2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 23 6 -5 8 10 13 -10 11 16 -13 15 18 28 -6 24 -11 -9 -7 -22 -21 -2 26 -26 -18 -14 -1 -19 right_child=3 -3 -4 5 7 20 -8 19 9 14 -12 12 27 -15 -16 -17 17 29 -20 22 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.068829779456602416 0.004194088671067759 0.0040300572470157864 0.014025026752072728 0.0054707864245498242 -0.003554791375839199 -0.00017987371217541225 -0.00017528932286547735 -0.00072732844764838728 -0.00039668961339354801 0.070585826283232095 -0.001078552856794676 0.0028729049826370931 0.0020841170041406188 0.00062684395480197335 0.0020185321373620444 0.0056704302339982901 -0.00034041009086574497 -0.0045047693317988606 0.009100503845058323 -0.0029534540989729473 0.0018770955702399094 0.010850599671343194 -0.0086824026941709556 0.010493964750968749 0.0054694264648010443 0.0001631867092405146 -0.0051102847163909219 -0.00063703405272872576 0.014817500029084449 0.014961677906737848 leaf_weight=50 13758 21716 1769 11224 15956 66938 148928 26506 46775 42 290844 48158 25296 6106 57829 9188 341435 11683 2711 23677 24350 2240 5488 5002 10028 24115 7187 80681 1511 367 leaf_count=50 13758 21716 1769 11224 15956 66938 148928 26506 46775 42 290844 48158 25296 6106 57829 9188 341435 11683 2711 23677 24350 2240 5488 5002 10028 24115 7187 80681 1511 367 internal_value=1.08989e-05 -0.000178066 -0.000255096 0.00185912 -0.000276422 0.00114013 0.000664336 -0.000558355 0.00167108 0.00117189 -0.000434759 -0.0001033 0.000906197 0.00485068 0.00238298 0.00725004 -0.000482097 -0.000357917 0.0100385 -0.00245831 0.000619772 0.00263304 -0.00403147 0.00587383 -0.000246033 0.00172166 -0.000438743 1.24865e-05 0.0165476 -0.00391189 internal_weight=1.33156e+06 1.20805e+06 1.18633e+06 123512 1.18456e+06 104752 273140 911421 124212 107357 855750 564906 154135 16855 60582 10749 410771 394815 2753 55671 93528 26590 29165 18760 382765 34143 348622 105977 1561 12050 internal_count=1331558 1208046 1186330 123512 1184561 104752 273140 911421 124212 107357 855750 564906 154135 16855 60582 10749 410771 394815 2753 55671 93528 26590 29165 18760 382765 34143 348622 105977 1561 12050 cat_boundaries=0 1 2 cat_threshold=282 1040 is_linear=0 shrinkage=0.05 Tree=89 num_leaves=31 num_cat=4 split_feature=8 87 52 120 76 21 71 55 121 30 136 122 11 8 136 5 112 2 136 120 6 23 136 55 4 0 4 80 31 28 split_gain=180.291 146.741 167.848 172.419 104.08 101.078 86.4196 124.022 92.5236 113.908 97.9702 85.6863 84.1633 78.3963 77.2127 74.3324 74.0494 73.8356 72.9513 72.4634 71.5372 71.0668 89.1361 70.4835 69.8333 80.1994 69.2346 69.0567 69.9048 68.6866 threshold=4.9500000476837167 0.84791368246078502 4.8550000190734872 0.8140845298767091 32.715000152587898 8.5749998092651385 228.27140045166018 2.8750000000000004 -0.88697704672813404 1001.8500061035157 0 -0.33379416167736048 17.550000190734867 12.84999990463257 1 6.5499999523162851 -0.67556449770927418 280.50000000000006 2 0.095842104405164733 8.9499998092651385 5.8849999904632577 3 12.305000305175783 9.2500000000000018 222.50000000000003 8.9499998092651385 292.91659545898443 1019.9500122070314 1012.6499938964845 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 left_child=4 2 5 6 21 11 -4 -8 9 10 -9 14 19 -10 16 -16 17 -2 -14 -3 -15 22 -1 -6 25 -13 -19 28 29 -23 right_child=1 12 3 -5 23 -7 7 8 13 -11 -12 24 18 20 15 -17 -18 26 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0014363805162605631 0.0057467384180849707 -0.00068191577918067989 -0.0017421574879109875 -0.0045362159117636426 0.0020308592070957983 0.0025064998912181389 0.011288727406623789 0.0050965277779191223 0.0018916403011034373 0.0068245941967328694 0.076662162877619275 -0.00046144453394543798 0.013739544018071759 0.011339416278108864 4.8829975498480038e-05 -0.0022730925694545031 -0.0012226656388230246 -2.0626552701397845e-05 0.00091036872492599092 -0.004980528538025897 0.0036985723738293622 0.00031459366979297526 0.0014952825728914007 0.0175743240598406 0.0033084750546979002 0.0023961786406759126 0.0028830556722963881 -0.0021024775371743191 0.00077881794040086363 -0.0016056192051746134 leaf_weight=42115 8077 169460 9564 8455 1728 51282 4555 100 90656 9182 100 66759 1795 4156 65095 73261 47122 74296 2888 10406 11651 64597 67424 1262 30419 38836 28367 115421 65643 166886 leaf_count=42115 8077 169460 9564 8455 1728 51282 4555 100 90656 9182 100 66759 1795 4156 65095 73261 47122 74296 2888 10406 11651 64597 67424 1262 30419 38836 28367 115421 65643 166886 internal_value=1.0356e-05 0.000479807 0.000847201 0.00238239 -0.00071069 0.000407711 0.00283249 0.00319588 0.00287767 0.0076377 0.0449673 0.000158701 -0.000758317 0.0024582 -0.000318338 -0.00118057 0.000437399 0.00114383 0.00585909 -0.000930608 0.00570751 -0.000763963 0.000368137 0.00859135 0.00119762 0.000589539 0.000781695 -0.00106456 -0.000661368 -0.00106977 internal_weight=1.33156e+06 806482 621933 138419 525076 483514 129964 120400 115845 9382 200 432232 184549 106463 296218 138356 157862 110740 4683 179866 15807 522086 109539 2990 136014 105595 102663 412547 297126 231483 internal_count=1331558 806482 621933 138419 525076 483514 129964 120400 115845 9382 200 432232 184549 106463 296218 138356 157862 110740 4683 179866 15807 522086 109539 2990 136014 105595 102663 412547 297126 231483 cat_boundaries=0 1 2 3 4 cat_threshold=688 1371 145 96 is_linear=0 shrinkage=0.05 Tree=90 num_leaves=31 num_cat=1 split_feature=16 136 112 8 122 115 81 17 16 55 56 22 30 10 62 33 79 8 8 125 105 21 18 110 31 11 10 120 76 17 split_gain=173.725 156.806 156.041 148.235 141.144 102.76 82.3583 93.2607 84.8325 75.9596 84.1505 88.6661 72.9507 69.0895 58.6451 55.6769 54.2047 53.9147 53.7301 52.299 51.5083 51.2679 51.0727 48.9855 48.9101 48.3435 47.2343 45.3401 44.5404 44.0563 threshold=20.524999618530277 0 -0.76037701964378346 9.7500000000000018 -0.87878364324569691 -0.8703225553035735 309.04116821289068 15.405000209808351 15.405000209808351 74.425003051757827 270.03056335449224 8.5150003433227557 997.54998779296886 9.4499998092651385 0.82430481910705578 15.84999990463257 14.164999961853029 23.550000190734867 17.150000572204593 0.98624804615974437 0.16176872700452807 4.6949999332427987 17.029999732971195 0.51298734545707714 1018.4500122070314 1.0000000180025095e-35 1.0000000180025095e-35 0.14780378341674807 25.015000343322757 14.550000190734865 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 3 6 12 -4 7 8 9 10 -3 23 -5 -6 15 29 -11 19 -15 20 25 -22 -2 26 -13 -7 28 -8 -12 -1 right_child=22 2 5 4 13 17 27 -9 -10 16 11 24 -14 18 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00056948582106860785 0.013390523013648022 -2.6459761590620333e-05 0.002046972466827595 0.06872388075238893 0.0046585487887026633 0.002416298923589153 -0.00072785574307909101 0.0032588569080373277 0.0053610860462219752 -3.9443223887603784e-05 0.012445432249085751 -0.0025929081972022885 0.011245685906058824 0.0011982203822807282 -0.0036857641582927294 -0.0014940822993809698 -0.0085165409552898346 0.033503596053823186 0.0069293691622073772 0.0016725803858711108 0.034069918119348584 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325074 282871 247339 238611 231029 54531 3935 92359 583991 568392 7582 282796 67670 282681 261851 1339 5127 32599 21932 260512 21218 42203 869 439948 internal_count=1331205 1326078 742087 421368 96294 320719 325074 282871 247339 238611 231029 54531 3935 92359 583991 568392 7582 282796 67670 282681 261851 1339 5127 32599 21932 260512 21218 42203 869 439948 cat_boundaries=0 1 cat_threshold=6241 is_linear=0 shrinkage=0.05 Tree=91 num_leaves=31 num_cat=5 split_feature=17 16 117 33 28 31 31 126 28 136 31 28 19 0 15 8 136 26 55 11 56 28 76 136 108 85 136 110 54 136 split_gain=162.603 154.093 127.618 126.383 150.781 203.75 128.112 161.83 186.998 140.382 132.33 171.651 116.411 96.9529 94.4306 103.945 89.8844 88.6843 87.0004 80.122 77.3693 69.3915 65.5229 65.187 63.276 58.62 71.9492 58.5492 60.6108 57.8602 threshold=15.405000209808351 18.219999313354496 -0.39873388409614557 15.050000190734865 1012.2500000000001 1015.2500000000001 1015.4500122070314 -0.3172925859689712 1014.8500061035157 0 1018.9500122070314 1018.1499938964845 15.405000209808351 216.50000000000003 2.8649998903274541 9.2500000000000018 1 300.50000000000006 21.125000000000004 6.7500000000000009 265.48115539550787 1019.0499877929689 14.925000190734865 2 -0.94244751334190358 0.76105803251266491 3 0.31903555989265447 65.555000305175795 4 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2 1 left_child=1 3 -2 4 5 17 13 8 -8 18 -10 23 -4 -6 15 -11 -13 20 -9 -17 25 -16 -14 -12 -7 26 -1 29 -29 -22 right_child=2 -3 12 -5 6 24 7 9 10 14 11 16 22 -15 21 19 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.004449002779058314 -0.00036602791417970183 0.0077037229796765297 0.0044526216133606205 -0.0012505232943714826 -0.0027982103434372775 -0.004083119311435496 0.0095033060367126308 -0.0010979549642537851 -0.00069314921447364338 0.00020993365026508948 0.025039945835505763 0.0064612031150161663 0.00044209505920542354 -0.00058670554786909273 0.0010010514072390606 0.0069633706195095513 0.00074007038822245864 -0.00017031833098910573 -0.0055695022999228093 0.0019471361941850553 0.011899232625547538 -0.0028632456888847582 0.0060276365009721174 0.0091722175813109957 0.012593392256908751 -0.0012330515652819642 0.00079193087723133113 0.0024423939473610119 -0.014457031515561464 0.0046039906588538296 leaf_weight=20170 58713 6110 45145 251310 73424 643 7623 155874 41711 124187 747 8867 49609 152478 18423 9566 30334 89898 11694 47428 3766 31448 5872 4984 4930 18082 40368 7326 572 9903 leaf_count=20170 58713 6110 45145 251310 73424 643 7623 155874 41711 124187 747 8867 49609 152478 18423 9566 30334 89898 11694 47428 3766 31448 5872 4984 4930 18082 40368 7326 572 9903 internal_value=-1.21673e-05 -0.000215935 0.00148645 -0.000257443 1.54771e-05 0.00124607 -0.000319498 0.000132412 0.00199548 -0.000308168 0.00133493 0.00321762 0.00256733 -0.0013055 0.000490909 0.00102125 0.00203599 0.000969801 -0.00140992 0.00278907 0.00199283 -0.00143572 0.00103326 0.0113002 0.0106693 0.00126509 0.00201126 0.00464573 0.00121848 0.006626 internal_weight=1.3312e+06 1.17187e+06 159339 1.16576e+06 914446 195658 718788 492886 94266 398620 86643 44932 100626 225902 231052 181181 39201 190085 167568 56994 100187 49871 55481 5731 5573 78620 60538 21567 7898 13669 internal_count=1331205 1171866 159339 1165756 914446 195658 718788 492886 94266 398620 86643 44932 100626 225902 231052 181181 39201 190085 167568 56994 100187 49871 55481 5731 5573 78620 60538 21567 7898 13669 cat_boundaries=0 1 2 3 4 5 cat_threshold=2276 582 514 1694 5383 is_linear=0 shrinkage=0.05 Tree=92 num_leaves=31 num_cat=4 split_feature=16 8 87 99 121 11 136 8 122 136 121 28 80 66 76 11 118 28 11 136 136 5 79 56 8 124 31 125 28 79 split_gain=148.727 141.672 122.948 156.239 99.808 97.234 88.3596 144.219 122.907 88.2064 88.4658 80.1592 79.795 75.5946 73.5667 70.1232 69.0224 79.7352 67.7326 90.403 69.7443 93.1521 66.2608 80.2299 69.1385 61.8892 58.6739 79.884 65.6733 58.6098 threshold=20.524999618530277 4.6499998569488534 0.83603096008300792 -0.78593075275421131 0.88697704672813427 1.0000000180025095e-35 0 9.3499999046325701 -0.88697704672813404 1 -0.82409480214118946 1004.1499938964845 318.60926818847662 9.8949999809265154 12.984999656677248 6.6499998569488534 0.737249255180359 1000.4500122070314 17.44999980926514 2 3 12.449999809265138 10.934999942779543 256.83143615722662 14.050000190734865 -0.11319890245795249 1017.0499877929689 0.47714059054851538 1016.4500122070314 10.72499990463257 decision_type=2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 6 14 12 26 11 10 -5 -9 -3 15 -1 -7 17 -12 20 -20 21 -4 23 -10 -25 -26 -8 28 -28 -16 right_child=-2 2 18 9 -6 13 7 8 22 -11 16 -13 -14 -15 29 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=0.00021834231501128469 0.0084880063474374445 0.001199781363073844 -0.0017460332652446395 0.0068497595026095126 -0.0032693447303262986 -0.00099001393897161344 0.00035248998442258738 0.074203388483053259 0.0022892495512786388 -0.00027493300928433517 0.0093821150029338597 0.016374514239483159 -0.006658359705948972 -0.002448880297285079 0.012658808140372742 0.00083705425428236356 -0.00082291474468418129 0.0013465443989093314 0.011180345828102001 -0.0015931056239918584 -0.00026609274305352431 -0.009627130083388169 0.0025363162025869306 0.0077149669224931472 0.0047276180843372397 0.02403277482416984 0.01712470040893397 0.0016051860927083384 0.0054089649037423471 0.0032135506078659381 leaf_weight=35507 5127 50146 52796 6595 8385 300399 33530 62 6108 296554 3176 1790 3453 71501 1928 63642 40963 110341 2762 2770 159858 4036 14538 11069 605 1323 1385 20995 8773 11088 leaf_count=35507 5127 50146 52796 6595 8385 300399 33530 62 6108 296554 3176 1790 3453 71501 1928 63642 40963 110341 2762 2770 159858 4036 14538 11069 605 1323 1385 20995 8773 11088 internal_value=-1.15352e-05 -4.43969e-05 0.000347453 0.000709232 0.00204283 -0.000726006 0.00233249 0.00320906 0.00577037 0.000236669 0.00117852 0.0183105 0.000693408 -0.000962536 0.00139708 -0.000670604 0.000936481 0.00157137 -0.00066157 0.00480171 -0.000801045 -0.00230531 0.00508005 0.00701572 0.00923694 0.0179749 0.00180404 0.00336634 0.00700636 0.00461263 internal_weight=1.3312e+06 1.32608e+06 842013 619791 162162 484065 153777 100178 35495 457629 161075 1852 53599 435542 48523 364041 154480 113517 222222 5532 216690 56832 33643 19105 12997 1928 64683 31153 10158 13016 internal_count=1331205 1326078 842013 619791 162162 484065 153777 100178 35495 457629 161075 1852 53599 435542 48523 364041 154480 113517 222222 5532 216690 56832 33643 19105 12997 1928 64683 31153 10158 13016 cat_boundaries=0 1 2 3 4 cat_threshold=2272 408 149 2272 is_linear=0 shrinkage=0.05 Tree=93 num_leaves=31 num_cat=4 split_feature=17 16 25 34 28 31 31 126 28 31 28 136 19 124 15 8 136 112 55 37 136 66 28 20 85 105 76 136 28 28 split_gain=143.887 134.498 116.291 108.429 134.434 182.238 116.215 143.569 164.595 122.565 154.288 121.392 104.698 97.806 85.0553 100.915 84.9294 81.3698 79.4145 77.8979 69.061 65.7399 64.2502 58.7494 58.7307 56.7243 56.2711 55.9711 54.9334 94.0951 threshold=15.405000209808351 18.219999313354496 246.50000000000003 15.050000190734865 1012.2500000000001 1015.2500000000001 1015.2500000000001 -0.3172925859689712 1014.8500061035157 1018.9500122070314 1018.1499938964845 0 15.405000209808351 -0.73724925518035878 2.7250000238418584 9.2500000000000018 1 -0.91702514886856068 27.195000648498539 14.650000095367433 2 36.164999008178718 1019.0499877929689 10.984999656677248 0.83798417448997509 -0.85354956984519947 17.384999275207523 3 1.0000000180025095e-35 1005.5499877929689 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 1 2 2 left_child=1 3 -2 4 5 17 13 8 -8 -10 27 18 -4 -6 15 -13 -12 19 -9 -1 -17 26 -16 -14 28 -22 -15 -11 -7 -30 right_child=2 -3 12 -5 6 24 7 11 9 10 16 14 23 21 22 20 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0035710531403275966 -0.00033026591147198919 0.0071963424705838754 0.0042659784900379678 -0.0011612346933093244 -0.0036584307979771733 -0.0035610982810432481 0.0084213392141888124 -0.0010645973550525354 -0.00068674910371063042 0.023463700588482277 0.0062079977913992229 0.00018390094207475482 0.0018413503528648938 -0.00094003058223330954 0.00084580491956008804 0.0069665485880041865 0.00064746815752441767 0.00025079795285273967 -0.0058958138079009924 -0.00087319580936160096 0.0078037759264018448 -0.0046648012635783836 -0.0024912709990380301 -0.0021694968934764685 0.00085067741223875722 0.0014848873474661301 0.0016796374423631727 0.0087220692689608161 0.06225032612462255 0.013572245112777907 leaf_weight=42177 60390 6110 44151 251320 36139 452 8631 163115 43997 743 8867 122796 43223 140765 23643 8296 30363 134827 8974 12868 3876 10360 36991 11575 1319 42440 23993 4986 102 3716 leaf_count=42177 60390 6110 44151 251320 36139 452 8631 163115 43997 743 8867 122796 43223 140765 23643 8296 30363 134827 8974 12868 3876 10360 36991 11575 1319 42440 23993 4986 102 3716 internal_value=-1.0955e-05 -0.000202636 0.00139877 -0.000241416 1.13832e-05 0.0011741 -0.000304714 0.000105337 0.00182901 0.00118938 0.00302537 -0.000304794 0.00245403 -0.0012902 0.00042661 0.00097917 0.00190604 0.000912164 -0.00131646 0.00253211 0.00276734 -0.000801466 -0.00119005 0.000994138 0.0100727 0.00201326 -0.00055854 0.0106901 0.0129214 0.0148727 internal_weight=1.3312e+06 1.17187e+06 159339 1.16576e+06 914436 195461 718975 507718 97587 88956 44959 410131 98949 211257 238042 177408 39230 189872 172089 55045 54612 175118 60634 54798 5589 46316 164758 5729 4270 3818 internal_count=1331205 1171866 159339 1165756 914436 195461 718975 507718 97587 88956 44959 410131 98949 211257 238042 177408 39230 189872 172089 55045 54612 175118 60634 54798 5589 46316 164758 5729 4270 3818 cat_boundaries=0 1 2 3 4 cat_threshold=2276 582 1040 514 is_linear=0 shrinkage=0.05 Tree=94 num_leaves=31 num_cat=1 split_feature=92 136 107 79 4 114 7 80 76 8 11 61 76 16 19 123 28 35 16 122 116 120 17 62 31 12 43 99 123 31 split_gain=132.421 151.309 188.285 115.891 95.3822 95.8482 95.0047 95.9023 94.2038 78.355 93.1665 75.8766 67.9766 66.9789 68.2675 62.1445 59.8825 58.3505 55.9655 53.7164 60.7074 66.8528 53.5125 53.145 56.234 58.5439 59.3871 50.9009 49.5884 46.4926 threshold=-0.75032117962837208 0 -0.86237588524818409 10.824999809265138 14.250000000000002 -0.72534674406051625 14.550000190734865 325.04985046386724 11.654999732971193 9.8499999046325701 11.84999990463257 0.8872080147266389 24.704999923706058 12.699999809265138 13.344999790191652 -0.78257837891578663 1014.6499938964845 11.250000000000002 17.029999732971195 -0.97625884413719166 0.47714059054851538 0.19936034083366397 7.4149999618530282 0.76622983813285839 1024.850036621094 3.4650000333786015 13.050000190734865 -0.78106075525283802 -0.62249094247817982 1016.1499938964845 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 3 8 5 9 7 11 18 23 15 13 -5 19 -15 -11 29 -9 -3 22 -21 -22 -2 24 25 -4 -27 -7 -8 -16 right_child=1 2 4 12 -6 27 28 17 -10 10 -12 -13 -14 14 16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0013401630439160044 -0.0046090026779285987 0.0032516102747416481 0.00032248591334859214 -0.001231350956011181 0.0077375244580115618 0.0015563280722519298 -0.0017043525819360355 -0.0092441602722411077 0.010135460324293653 0.0096950669558713513 4.994284617039908e-05 -0.0051457675962173462 0.0064757058460461134 0.0014154423770762945 0.00075817154829139729 0.0033972957894557059 -0.00089935107779156556 -0.0015459207889356487 0.010523152564317365 0.00010003235015638739 -0.00079075508500886071 -0.0039299133080736492 -0.00093958709942985842 -0.0019466833088077327 0.0045685409785894771 0.0028790613309691068 0.014841710921922309 -0.00090073720580727441 0.0092730779789546476 0.0069364354738389302 leaf_weight=164132 15753 32971 139664 15513 4478 24834 1397 4727 7110 4454 22057 7886 3508 102531 51597 32498 110174 5136 2877 221520 124585 19633 26906 19460 9420 8697 1178 139370 3903 3236 leaf_count=164132 15753 32971 139664 15513 4478 24834 1397 4727 7110 4454 22057 7886 3508 102531 51597 32498 110174 5136 2877 221520 124585 19633 26906 19460 9420 8697 1178 139370 3903 3236 internal_value=-1.039e-05 0.000176623 0.000872313 0.00343926 0.000480577 0.000399665 -0.000289268 -0.000340225 0.00487795 0.00104202 0.00262144 -0.000269619 0.000190044 -0.00021273 0.000402213 0.0041564 -0.000227381 -0.00523542 0.00383519 -0.000615576 -0.000419735 -0.0012181 -0.00229462 0.000519651 0.000821583 0.000585549 0.0043061 -0.000529134 0.00637959 0.00112279 internal_weight=1.3312e+06 1.16707e+06 468089 61979 406110 401632 698984 693684 42958 237428 59009 683821 19021 675935 267538 36952 165007 9863 35848 408397 365738 144218 42659 178419 158959 149539 9875 164204 5300 54833 internal_count=1331205 1167073 468089 61979 406110 401632 698984 693684 42958 237428 59009 683821 19021 675935 267538 36952 165007 9863 35848 408397 365738 144218 42659 178419 158959 149539 9875 164204 5300 54833 cat_boundaries=0 1 cat_threshold=6373 is_linear=0 shrinkage=0.05 Tree=95 num_leaves=31 num_cat=1 split_feature=16 136 115 4 7 17 112 28 31 28 126 80 61 120 7 80 19 33 16 35 122 56 7 4 35 81 104 5 19 109 split_gain=138.193 123.375 182.761 112.324 80.3535 72.2829 71.8364 70.2096 123.965 104.115 72.6801 67.804 66.2587 63.1588 62.4496 79.1267 60.8307 59.746 64.2531 58.6857 56.444 54.149 49.4707 49.4701 49.2221 54.5314 49.1071 48.3903 48.2133 47.4237 threshold=20.524999618530277 0 -0.80382624268531788 8.8499999046325701 9.2500000000000018 18.219999313354496 -0.72534674406051625 1011.6499938964845 1017.5499877929689 1014.7500000000001 1.0000000180025095e-35 290.85559082031256 0.81837743520736705 -0.9099266231060027 14.550000190734865 325.57322692871099 13.344999790191652 12.34999990463257 10.405000209808351 10.84999990463257 -0.95878320932388295 270.03056335449224 19.750000000000004 13.449999809265138 11.449999809265138 301.90312194824224 0.17780583351850512 1.0000000180025095e-35 6.9049999713897714 0.36419710516929632 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 3 5 13 7 -4 11 -9 -10 16 27 14 -5 15 17 29 24 20 -17 -19 -15 26 -6 25 -1 -8 -3 -22 -11 right_child=-2 2 6 4 23 -7 22 8 9 10 -12 -13 -14 21 -16 19 -18 18 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00011815058191296849 0.0081916623688313272 0.022122377153511202 0.00059597534378249227 0.021225871499673709 0.0001744532406897834 0.0069103018240446699 -0.00085815942088491518 -0.00086838371325761348 0.017847495506348142 0.0088015484456791769 0.00060644714870687752 -2.7895934290495402e-05 -0.0029422039552402654 0.0032668221887057732 0.0057269814575907421 -0.009723260396247933 0.0012227719768771858 -0.0032738717726649561 -0.00021631641892480037 -0.0018252566532913268 0.00067434391216177341 0.0077922990167550834 0.065549508931248321 0.0069331697931640617 0.0013713620198351341 -0.0023838413365795761 -0.01164389998923823 0.0047149179872239336 -0.0015784627996254044 0.0034370611723494454 leaf_weight=187598 5129 409 132888 609 17558 5004 197131 89591 983 6603 72571 10142 26252 17756 4157 3807 16448 35538 231884 6154 31569 10530 28 3201 68247 24638 1061 16720 95886 10955 leaf_count=187598 5129 409 132888 609 17558 5004 197131 89591 983 6603 72571 10142 26252 17756 4157 3807 16448 35538 231884 6154 31569 10530 28 3201 68247 24638 1061 16720 95886 10955 internal_value=2.63997e-07 -3.14225e-05 0.000490931 0.00143348 0.00358967 0.000966825 -0.000303498 0.000834301 0.000505384 0.00164965 0.00150025 0.00321215 -0.00047675 0.00529452 -0.000382884 -0.000419945 0.00340769 -0.000354697 -0.000751047 -0.0048438 -0.00151179 0.00495152 -0.000906511 0.00121664 0.000203303 -0.0001723 -0.0009159 0.00513057 -0.00102047 0.00545447 internal_weight=1.33105e+06 1.32592e+06 610188 279080 49654 229426 331108 224422 197151 107560 106577 27271 715730 28895 689478 685321 34006 675360 394877 9961 162993 28286 198220 20759 280483 212236 198192 17129 127455 17558 internal_count=1331047 1325918 610188 279080 49654 229426 331108 224422 197151 107560 106577 27271 715730 28895 689478 685321 34006 675360 394877 9961 162993 28286 198220 20759 280483 212236 198192 17129 127455 17558 cat_boundaries=0 1 cat_threshold=6369 is_linear=0 shrinkage=0.05 Tree=96 num_leaves=31 num_cat=1 split_feature=16 136 113 28 31 31 28 121 79 111 84 41 125 82 20 115 28 62 12 64 79 17 2 76 125 18 121 29 14 109 split_gain=124.719 113.608 124.212 158.581 137.738 114.499 168.32 80.2873 72.3593 86.2137 81.2702 75.9998 71.3941 69.2892 68.2201 56.6498 53.6485 51.2464 51.3373 48.3202 47.4141 46.4087 46.7994 57.7112 46.0328 45.8183 45.2818 74.7077 45.0248 44.3271 threshold=20.524999618530277 0 -0.73724925518035878 1011.5499877929689 1014.1499938964845 1016.5499877929689 1015.1499938964845 0.13052122294902804 15.375000000000002 0.60311123728752147 0.7844301462173463 9.6500000953674334 0.58068084716796886 288.67424011230474 8.0950002670288104 -0.85260769724845875 1007.1499938964845 0.81790867447853099 0.56499999761581432 24.945000648498539 9.1250000000000018 12.699999809265138 319.50000000000006 30.454999923706058 0.98624804615974437 18.219999313354496 -0.68832838535308827 997.45001220703136 4.0350000858306894 -0.77216649055480946 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 3 4 13 7 12 -5 9 10 -8 -11 -7 16 -13 -4 26 18 -1 -18 -12 22 23 -20 -17 -2 27 -3 -15 -6 right_child=25 2 15 5 29 6 8 -9 -10 11 20 14 -14 28 -16 24 19 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0041088667002678559 0.011702712068629696 0.04606701573561791 0.0014303742429451541 3.8553560695648827e-05 0.001421101425889696 0.01161644248398711 0.0011050675500662275 -0.0027859734210594605 -0.0014644621629663515 -0.00019285981911799541 0.0061913770805755858 0.00055703420141419249 0.0024065616177778304 0.00089086904807621269 0.0044582304783534936 -0.00087955214697582715 0.0032557300362592058 -0.0032500000547480896 -0.00097596612235315364 -0.0034596882121156643 0.0018700727049064465 0.00014661175661220965 0.00039987910959630768 -0.0062443936377167605 0.001639848781118702 0.0020858179060091425 0.0051737917680107423 0.01038455103024501 -0.010282197177073809 0.015135569009221859 leaf_weight=9532 3038 162 36094 112396 731 5318 32187 32415 27833 98711 19224 25404 3482 21572 20051 235774 18335 17083 260144 3137 9477 224793 66744 5304 19641 2091 14844 1552 941 3037 leaf_count=9532 3038 162 36094 112396 731 5318 32187 32415 27833 98711 19224 25404 3482 21572 20051 235774 18335 17083 260144 3137 9477 224793 66744 5304 19641 2091 14844 1552 941 3037 internal_value=2.50797e-07 -2.98514e-05 0.000380519 0.000900624 0.00319958 0.000518092 0.00118424 -0.000593698 0.000927745 0.00125245 0.00283002 0.000586168 0.00797226 0.00262231 0.00227792 -0.000423793 0.00392375 -0.000551825 -0.000470473 0.00227463 0.00476449 -0.000408207 -0.000783651 -0.00108124 -0.000685814 0.00778208 0.00606229 0.0137571 0.000423856 0.0124749 internal_weight=1.33105e+06 1.32592e+06 742318 450809 64311 386498 241687 144811 232887 205054 60888 144166 8800 60543 45455 291509 38030 583600 566517 21472 28701 556985 332192 265448 255415 5129 16558 1714 22513 3768 internal_count=1331047 1325918 742318 450809 64311 386498 241687 144811 232887 205054 60888 144166 8800 60543 45455 291509 38030 583600 566517 21472 28701 556985 332192 265448 255415 5129 16558 1714 22513 3768 cat_boundaries=0 1 cat_threshold=6241 is_linear=0 shrinkage=0.05 Tree=97 num_leaves=31 num_cat=3 split_feature=92 136 110 22 56 67 8 136 126 79 30 121 122 84 11 100 12 4 29 15 136 115 55 52 67 22 134 30 7 63 split_gain=114.204 129.66 185.256 133.145 109.066 101.944 104.238 95.9445 116.905 92.8642 106.917 95.1877 77.534 75.54 66.8105 64.3731 64.1429 64.0403 63.1494 53.6424 61.2293 52.2001 82.0985 61.6031 87.8786 78.2173 51.5069 49.8456 49.7081 49.1475 threshold=-0.65283977985382069 0 0.47233991324901586 7.8150000572204599 271.79997253417974 48.094999313354499 14.449999809265138 1 -1.0000000180025095e-35 9.9549999237060565 1006.3500061035157 -0.44618082046508784 -0.82409480214118946 0.72866910696029674 10.84999990463257 0.11975105479359628 6.0650000572204599 14.650000095367433 1000.4500122070314 2.6650000810623173 2 -0.90255093574523915 14.315000057220461 4.9949998855590829 16.464999198913578 7.4749999046325692 1024.2500000000002 1018.6499938964845 12.650000095367433 0.83845338225364696 decision_type=2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=-1 19 3 4 -3 6 16 8 -8 13 11 18 -6 -5 -9 -13 21 -16 -11 -2 -21 22 -4 24 -23 -25 27 -15 -10 -20 right_child=1 2 5 9 12 -7 7 14 28 10 -12 15 -14 26 17 -17 -18 -19 29 20 -22 23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0011321831969633442 -0.00038367029909621851 0.0018666508662611794 0.0013197240116469204 -0.00024242964851237128 0.013363405120044691 -0.0036407499314858949 0.0075770738797218328 0.010840982508095901 -0.0033235559195394521 0.049248839345752707 -0.0023495664470415752 0.010338313569094371 0.0052240744408594457 0.0018030315901612479 0.0026817235170960188 -0.0021167883647480678 0.016005026265590611 0.013142158926471782 0.022128648771949557 -0.0017591799790534855 -0.0087770390973336016 -0.00031320208069239206 -0.0021389381293337203 0.0027158668653652455 -0.0041314859167499067 -0.00048598247349348404 0.025029964017623158 0.0059468526766954443 0.0028761775086249214 -0.019355150625067818 leaf_weight=190737 356309 30415 135656 18337 3285 16850 4380 4132 11809 176 28154 1757 26763 16423 14692 2533 635 1625 361 26632 3512 306220 19642 37303 15849 39032 284 13003 4452 89 leaf_count=190737 356309 30415 135656 18337 3285 16850 4380 4132 11809 176 28154 1757 26763 16423 14692 2533 635 1625 361 26632 3512 306220 19642 37303 15849 39032 284 13003 4452 89 internal_value=2.38258e-07 0.000189656 0.00057139 0.00220139 0.00397739 0.000194487 0.00030302 0.00273291 0.000326592 0.000877593 -0.00116158 0.00564203 0.00611391 0.00228112 0.00515914 0.00298429 0.000122906 0.00372347 0.0238556 -0.000554997 -0.00258031 0.000104692 0.000882274 -0.000198411 -0.0005011 0.00107868 0.00383866 0.00363414 -0.00162617 0.0139241 internal_weight=1.33105e+06 1.14031e+06 753857 141580 60463 612277 595427 41090 20641 81117 33070 4916 30048 48047 20449 4290 554337 16317 626 386453 30144 553702 155298 398404 322069 76335 29710 29426 16261 450 internal_count=1331047 1140310 753857 141580 60463 612277 595427 41090 20641 81117 33070 4916 30048 48047 20449 4290 554337 16317 626 386453 30144 553702 155298 398404 322069 76335 29710 29426 16261 450 cat_boundaries=0 1 2 3 cat_threshold=6240 140 4160 is_linear=0 shrinkage=0.05 Tree=98 num_leaves=31 num_cat=3 split_feature=17 16 8 76 87 71 121 19 105 8 126 136 29 121 79 23 35 7 136 0 136 108 55 64 76 3 125 117 4 7 split_gain=118.242 104.862 98.0557 89.8893 86.6084 130.614 98.4976 80.4821 77.337 114.246 61.1446 60.2405 75.8128 61.6097 59.5045 77.0966 58.0316 65.1018 91.276 61.3531 55.6456 62.3082 51.1008 49.1468 47.8476 46.7479 46.4828 54.9433 46.2583 45.2845 threshold=18.219999313354496 20.524999618530277 4.5499999523162851 22.054999351501468 0.83334490656852733 271.53987121582037 0.88697704672813427 6.9049999713897714 -0.87073576450347889 12.449999809265138 -0.58068084716796864 0 1001.9500122070314 -0.85260769724845875 9.2150001525878924 6.8250000476837167 10.150000095367433 12.449999809265138 1 282.50000000000006 2 0.80688664317131054 5.6949999332427987 3.3549998998641972 10.565000057220461 196.50000000000003 0.93663650751113903 0.8038262426853181 12.84999990463257 17.150000572204593 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 11 8 -1 9 -7 -2 12 -4 -14 24 -16 -6 19 -19 -18 28 -22 -5 -21 -9 -26 27 -15 -10 -13 right_child=10 -3 4 22 16 6 -8 14 20 -11 -12 29 13 26 15 -17 17 18 -20 23 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0016664996164764197 0.0090731347474800553 0.011849867652751181 0.0079497981813662529 0.00050437336245411134 -0.0030469933198676168 0.0029821719018683869 -0.0041497739964891488 -0.00077514237876232515 0.0020186438302973848 0.011982790779107024 0.002352377455064661 -0.00020648676985472641 0.006477820432741796 0.00043419659960703918 -0.00029072759177474163 -0.0038145448953970889 -0.0020294019279240428 0.0077687288184096516 -0.00021816521997190222 -0.0014297562877432553 0.00041269039036049681 -0.0063465695572562141 0.0076837476402869869 0.00060111531919631895 0.0075431519271501827 -0.0012562552960658233 0.0021583777649553542 -0.0037648634939161196 0.0098901997427922588 0.034688455698591088 leaf_weight=31586 4138 1845 3864 5026 21725 53974 6407 350394 37564 3772 18579 340661 4683 83295 26501 37467 52893 5766 9404 43190 30663 3836 4890 96017 3439 2690 36127 8594 1964 93 leaf_count=31586 4138 1845 3864 5026 21725 53974 6407 350394 37564 3772 18579 340661 4683 83295 26501 37467 52893 5766 9404 43190 30663 3836 4890 96017 3439 2690 36127 8594 1964 93 internal_value=2.22387e-07 -6.18754e-05 -7.8697e-05 -0.000664342 0.000241689 0.000550543 0.00190428 -0.000767634 0.00219863 0.0035701 0.00357659 0.000158646 0.00104589 0.000844939 -0.000950479 -0.00235468 -0.000588452 -0.00033076 0.00282257 -0.000579776 0.0011288 -0.000338785 0.00404483 -2.89776e-05 -0.000698535 0.00368112 0.00063888 4.14758e-05 0.00240914 -0.000196957 internal_weight=1.33105e+06 1.30833e+06 1.30648e+06 461993 844492 615497 138180 452077 131773 57746 22717 477317 136563 132699 420491 63968 228995 207270 15170 192100 74027 34499 9916 139207 356523 6129 128016 91889 39528 340754 internal_count=1331047 1308330 1306485 461993 844492 615497 138180 452077 131773 57746 22717 477317 136563 132699 420491 63968 228995 207270 15170 192100 74027 34499 9916 139207 356523 6129 128016 91889 39528 340754 cat_boundaries=0 1 2 3 cat_threshold=154 2197 1812 is_linear=0 shrinkage=0.05 Tree=99 num_leaves=31 num_cat=1 split_feature=92 136 105 8 8 22 126 6 31 28 114 62 21 52 120 14 54 7 66 23 7 6 7 79 135 13 111 4 99 28 split_gain=100.508 114.987 148.492 101.283 84.5209 75.286 72.7028 78.3318 87.3598 91.1969 70.7273 67.8472 68.4249 67.3282 62.8871 60.4734 58.4494 54.0488 56.0608 53.5369 52.4562 49.2579 58.3168 48.7827 49.9259 45.822 45.5696 61.1641 45.3717 44.6147 threshold=-0.75032117962837208 0 -0.90046420693397511 10.949999809265138 14.84999990463257 8.0150003433227557 -0.43049471080303187 3.3500000238418584 1014.9500122070314 1014.8500061035157 -0.72534674406051625 0.7722158432006837 5.3350000381469735 12.75500011444092 1.0000000180025095e-35 1.9550000429153445 15.965000152587892 19.750000000000004 113.40000152587892 5.5250000953674325 14.650000095367433 3.1499999761581425 8.8499999046325701 8.1849999427795428 1025.1499633789065 1.4750000238418581 -0.55290725827217091 14.650000095367433 -0.8257448375225066 1012.3500061035157 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 3 5 10 13 7 -2 20 -10 14 12 21 -3 -4 -6 -16 18 26 -14 -9 -8 25 24 -7 -23 -17 -28 -12 -21 right_child=1 2 4 -5 15 23 11 8 9 -11 28 -13 19 -15 16 17 -18 -19 -20 29 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0011573002445035225 -0.00043864871575897182 0.0039855442493684969 0.0013021137042340568 0.011922107743562503 0.013367609033085207 0.002928294936945428 0.0010958400743741696 1.2157751495445282e-05 0.0089649317399121183 0.0024319610694586687 0.0017000007272225143 -0.0026530766419050624 0.0014431688697577802 0.012397937782308145 0.00010129923966132546 -0.0050719470193025997 -0.0042254144084364091 0.076195804931223396 -0.012494973495020092 0.000662096161069245 0.01123461715793918 -0.002080574643570731 0.00067983358330020677 -0.00085532964885014272 0.03125547952623741 -0.0054438090122315369 0.0026124331650427563 0.010660827384450908 -0.00084717051893477109 -0.00062508696408597041 leaf_weight=164377 77632 10454 180361 3270 1416 16798 14451 43170 6475 30527 20022 34864 49777 3079 49381 1604 9271 25 596 89509 1067 51475 15451 13290 157 12608 17821 2721 137850 271548 leaf_count=164377 77632 10454 180361 3270 1416 16798 14451 43170 6475 30527 20022 34864 49777 3079 49381 1604 9271 25 596 89509 1067 51475 15451 13290 157 12608 17821 2721 137850 271548 internal_value=2.14104e-07 0.000163301 0.000769669 0.00343378 0.000472012 0.00279975 -0.000243046 0.00069709 0.0017824 0.00357517 0.000297149 -0.000519807 -0.000372478 0.00589951 0.000839615 0.00334182 -0.000582615 0.00271827 0.00263749 -9.40549e-05 0.000282844 -0.00158954 -0.00207746 0.00141277 0.0031906 -0.00274227 0.00304474 0.00367853 -0.000524127 -0.000305984 internal_weight=1.33105e+06 1.16667e+06 468116 47048 421068 43778 698554 158871 81239 37002 396885 539683 504819 13533 239013 24183 58652 22767 22742 410834 44237 93985 79534 30245 16955 64083 22146 20542 157872 361057 internal_count=1331047 1166670 468116 47048 421068 43778 698554 158871 81239 37002 396885 539683 504819 13533 239013 24183 58652 22767 22742 410834 44237 93985 79534 30245 16955 64083 22146 20542 157872 361057 cat_boundaries=0 1 cat_threshold=6373 is_linear=0 shrinkage=0.05 Tree=100 num_leaves=31 num_cat=2 split_feature=17 16 24 67 7 24 33 19 42 52 66 22 111 20 20 136 121 15 18 24 25 125 77 8 10 136 11 31 108 8 split_gain=106.318 113.375 124.696 109.445 109.227 90.1138 87.6628 85.0694 76.2728 76.2351 132.072 131.966 64.7074 64.6603 56.8564 55.9331 64.779 55.4055 55.3684 54.4015 53.2462 64.0565 58.2062 72.9751 98.0607 54.848 52.8059 50.4127 51.1604 49.8331 threshold=15.405000209808351 15.405000209808351 248.50000000000003 51.120000839233406 14.650000095367433 230.50000000000003 15.84999990463257 15.405000209808351 0.35000000894069677 6.9149999618530282 22.634999275207523 8.0150003433227557 0.27388350665569311 7.4949998855590829 10.984999656677248 0 -0.72534674406051625 4.8450000286102304 15.405000209808351 291.50000000000006 304.50000000000006 0.97988739609718334 32.885000228881843 7.2500000000000009 7.0499999523162851 1 0.84999999403953563 1018.4500122070314 0.62173986434936535 11.550000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 3 -3 4 6 -2 9 -7 -6 10 20 12 15 -13 -9 -11 -17 -5 -4 -14 22 -22 23 -1 -25 -24 -18 -15 -29 -26 right_child=5 2 18 17 8 7 -8 14 -10 11 -12 13 19 27 -16 16 26 -19 -20 -21 21 -23 25 24 29 -27 -28 28 -30 -31 leaf_value=-0.00020375477073123122 -0.00066862434735357693 -0.00059542310258819237 0.0061744539460853454 -0.0024238016178266624 0.0093997377372135871 0.0034313377008637113 -0.0012778798653682059 0.0014415017443612328 -0.0025539824599559204 0.00048166062913977258 -0.0038676866232260432 0.0040979712984071182 -0.00089045925463932581 -0.0023562571434277654 -0.0024388636030265938 0.013015746691268024 0.017146351653470608 -0.0087157061660045367 0.0012812747559887605 0.0023593520167479822 -0.00089698143899095528 0.001825669739685774 -0.015800661218544648 0.0033465351053668028 -0.00033152091791028123 -0.0022973244702224542 0.0039400431518884565 0.0012957917349400055 -0.0037978874062961909 0.0017300704603346578 leaf_weight=295240 44986 21316 17497 23564 4928 53316 164273 49012 1830 6487 24213 6721 18015 35263 11692 2719 799 4109 8634 45157 252560 23624 1017 37792 78289 2852 14378 26933 6034 46856 leaf_count=295240 44986 21316 17497 23564 4928 53316 164273 49012 1830 6487 24213 6721 18015 35263 11692 2719 799 4109 8634 45157 252560 23624 1017 37792 78289 2852 14378 26933 6034 46856 internal_value=1.32134e-05 -0.000151505 0.00224261 -0.000252597 -0.000174186 0.00122638 -0.000213503 0.00197405 0.00616279 -2.44679e-05 -0.000234033 0.000958768 0.00227707 -0.000581221 0.000694117 0.00446496 0.00590527 -0.00335805 0.00455769 0.00143259 -0.000114854 -0.000664094 0.000213449 0.000265019 0.00111443 -0.00589357 0.0046353 -0.00104215 0.000363488 0.000440367 internal_weight=1.33011e+06 1.1711e+06 47447 1.12365e+06 1.09598e+06 159006 1.08922e+06 114020 6758 924949 762443 162506 87555 74951 60704 24383 17896 27673 26131 63172 738230 276184 462046 458177 162937 3869 15177 68230 32967 125145 internal_count=1330106 1171100 47447 1123653 1095980 159006 1089222 114020 6758 924949 762443 162506 87555 74951 60704 24383 17896 27673 26131 63172 738230 276184 462046 458177 162937 3869 15177 68230 32967 125145 cat_boundaries=0 1 2 cat_threshold=2144 3618 is_linear=0 shrinkage=0.05 Tree=101 num_leaves=31 num_cat=2 split_feature=8 120 21 122 79 28 136 29 28 11 23 55 20 23 8 104 8 10 7 20 23 55 12 132 28 84 122 124 0 136 split_gain=98.8105 96.0463 96.1581 121.079 96.5944 94.1406 88.0363 84.3506 82.5515 81.9637 80.4355 71.8231 94.6007 73.3919 70.2001 138.438 110.611 69.8887 67.2885 66.246 80.0031 63.7477 60.7343 57.4644 56.9013 120.747 77.7955 56.0021 63.3692 53.8549 threshold=4.5499999523162851 0.90255093574523937 5.9349999427795419 -0.30069434642791742 14.914999961853029 1016.5499877929689 0 1014.4500122070314 1017.9500122070314 1.0000000180025095e-35 7.0050001144409189 17.185000419616703 8.7449998855590838 5.7650001049041757 7.7500000000000009 -0.6790010631084441 13.84999990463257 6.9500000476837167 6.2500000000000009 7.055000066757203 7.6250000000000009 34.965000152587898 2.495000004768372 1018.2500000000001 1006.8500061035157 0.76794004440307628 -0.93038213253021229 -0.87878364324569691 115.50000000000001 1 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=9 2 3 6 14 -3 -2 -8 23 19 27 12 13 18 -4 16 29 -17 -11 20 -1 -18 -21 24 25 26 -6 -5 -29 -16 right_child=1 5 4 10 8 -7 7 -9 -10 11 -12 -13 -14 -15 15 17 21 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.002408243625986115 -0.0050828692926201081 0.0010861891855943014 0.00055645676094730656 -0.0027304164039939753 0.041458071735037794 -0.004446884270577516 -0.0017432183577231993 0.00030392970816637502 -0.0023489973008179658 -0.00046768830482075258 0.0069772368982796351 -0.0028960828880694881 0.0012343154331720637 -0.0013491919024590164 0.0054297933096277276 0.0035755573183114883 0.0085740856924513484 0.00062485205191327258 0.0028609434643933011 -0.0022267955472369794 0.013469178304538781 0.024114308233751595 0.0031480418181332585 -0.0066901078774298534 0.00017313600708650231 0.00071266294523437404 0.010271120741060853 -0.00060656719603320282 0.0034887892609092534 0.00205820990193101 leaf_weight=22811 11728 12444 228741 8080 215 20112 92457 110406 38444 57829 6537 37029 59966 247376 20342 23701 2309 130902 20588 16274 1761 924 7763 2727 70443 7619 2859 15809 23467 28443 leaf_count=22811 11728 12444 228741 8080 215 20112 92457 110406 38444 57829 6537 37029 59966 247376 20342 23701 2309 130902 20588 16274 1761 924 7763 2727 70443 7619 2859 15809 23467 28443 internal_value=1.25461e-05 0.000331846 0.000436818 -0.000340613 0.000811104 -0.00233196 -0.000872729 -0.000629049 -0.000430426 -0.000569099 0.00177816 -0.000792654 -0.000590746 -0.00092667 0.00115989 0.00182792 0.00405914 0.0010772 0.000406228 0.00137532 0.00320095 0.0130155 -0.000490936 0.000449074 0.000689024 0.00408757 0.0124524 0.00106049 0.00184037 0.0034656 internal_weight=1.33011e+06 858709 826153 268484 557669 32556 214591 202863 122307 471397 53893 422788 385759 325793 435362 206621 52018 154603 78417 48609 24572 3233 24037 83863 81136 10693 3074 47356 39276 48785 internal_count=1330106 858709 826153 268484 557669 32556 214591 202863 122307 471397 53893 422788 385759 325793 435362 206621 52018 154603 78417 48609 24572 3233 24037 83863 81136 10693 3074 47356 39276 48785 cat_boundaries=0 1 2 cat_threshold=144 1812 is_linear=0 shrinkage=0.05 Tree=102 num_leaves=31 num_cat=3 split_feature=17 16 8 9 136 120 79 56 108 136 22 55 52 104 28 83 66 67 126 122 76 99 117 8 136 4 105 5 117 78 split_gain=96.2618 88.8995 86.2729 133.027 83.3239 77.3893 88.8771 82.5306 72.0842 112.262 105.289 71.0046 85.9002 64.7061 60.2619 59.721 57.4567 56.7592 54.342 53.6814 53.2489 52.5769 51.8593 71.6643 60.8386 52.9827 56.6953 51.2453 50.3323 50.1117 threshold=18.219999313354496 19.524999618530277 11.550000190734865 11.050000190734865 0 0.13052122294902804 8.2750000953674334 270.03056335449224 0.42650051414966589 1 8.0349998474121112 11.885000228881838 7.3550000190734872 1.0000000180025095e-35 1005.5499877929689 182.96897125244143 22.015000343322757 83.875000000000014 -0.58068084716796864 -0.39873388409614557 33.43499946594239 -0.75753706693649281 0.8038262426853181 15.650000095367433 2 14.650000095367433 -0.83411115407943714 11.050000190734865 0.43049471080303198 29.32499980926514 decision_type=2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 5 -4 -5 7 28 16 9 -9 -11 12 -10 17 15 -8 19 22 -2 -1 -13 -15 23 27 25 26 -25 -6 -7 -12 right_child=18 -3 3 4 13 6 14 8 11 10 29 20 -14 21 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00052781232732930082 0.0084935814142669784 0.010791989158446202 0.0041441444423815357 0.0035056233551082174 0.00095496628880158542 -4.1175361407848958e-05 0.041067953691362666 -3.4799003466351294e-05 1.7072499111928133e-05 0.0071024845238181651 0.0016031070862479392 -0.0014592144925195099 0.0040051235897357379 -0.0034878201849473985 -0.0032351026254134442 0.0045017008618659059 -0.0030720540708891997 -0.0079799182709537741 0.002100702324893441 0.00041769798138586978 0.0074964864662705692 -0.018388287999972004 -0.0022590990165399557 0.021274411126933544 0.00062299130396217177 0.012907672486957615 0.0032597248835434748 -0.001433049570468949 -0.001815003398292232 0.013904523167509154 leaf_weight=427614 4044 1890 27489 18828 55779 138720 133 35773 43329 15212 28115 54420 19615 2595 45396 696 17834 2123 18675 231327 1712 767 17790 457 13234 2023 9857 37616 56190 853 leaf_count=427614 4044 1890 27489 18828 55779 138720 133 35773 43329 15212 28115 54420 19615 2595 45396 696 17834 2123 18675 231327 1712 767 17790 457 13234 2023 9857 37616 56190 853 internal_value=1.19197e-05 -4.41524e-05 -5.98401e-05 0.000929422 0.000380778 -0.000226844 -0.00102002 -8.45928e-06 0.000886572 0.00204782 0.00373331 0.000106854 0.00125985 -3.30918e-05 -0.00299114 0.0103682 -0.000271674 0.00013283 0.00323864 -0.000195883 -0.00118607 -0.00688718 0.000258773 0.000635292 0.00298059 0.00550464 0.00405793 -6.83685e-06 -0.000552547 0.00196534 internal_weight=1.33011e+06 1.30739e+06 1.3055e+06 188558 161069 1.11694e+06 241135 875804 199029 79953 44180 119076 62944 142241 46225 829 676775 138879 22719 658941 56132 3362 136756 118966 25571 12337 10314 93395 194910 28968 internal_count=1330106 1307387 1305497 188558 161069 1116939 241135 875804 199029 79953 44180 119076 62944 142241 46225 829 676775 138879 22719 658941 56132 3362 136756 118966 25571 12337 10314 93395 194910 28968 cat_boundaries=0 1 2 3 cat_threshold=1040 2272 4875 is_linear=0 shrinkage=0.05 Tree=103 num_leaves=31 num_cat=1 split_feature=17 16 24 67 7 24 33 28 31 31 126 6 0 124 136 19 28 31 28 43 127 56 79 4 15 6 15 12 31 76 split_gain=90.5171 99.7748 110.017 96.1335 96.4044 78.4237 77.114 90.3756 135.916 76.6574 88.6191 96.3562 94.2774 88.3276 80.6695 76.2052 72.0974 99.4738 80.5185 67.5674 72.1024 65.2425 60.8624 60.836 61.3 57.1717 54.0176 55.7044 54.0146 53.5672 threshold=15.405000209808351 15.405000209808351 246.50000000000003 51.120000839233406 14.650000095367433 234.50000000000003 14.949999809265138 1012.3500061035157 1015.0499877929689 1014.6499938964845 -0.52247866988182057 3.2500000000000004 240.50000000000003 -0.71322327852249134 0 15.405000209808351 1015.6499938964845 1019.0499877929689 1018.5499877929689 0.25000000745058065 -0.97233289480209339 264.86759948730474 12.434999942779543 11.550000190734865 1.7250000238418581 10.250000000000002 2.7649999856948857 2.3249999284744267 1017.1499938964845 15.065000057220461 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 6 -2 7 8 21 13 11 -11 16 -9 23 -7 28 -18 -19 20 -6 -1 -23 26 -25 -10 27 -12 -13 -17 right_child=5 2 -4 -5 19 15 -8 9 25 10 14 12 -14 -15 -16 29 17 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00027146243224397508 -0.00059655736476839903 -0.00059817079065051779 0.0042495194965635058 -0.0031459752697122114 0.02973532042835211 0.0032324220266384237 -0.0009693443642813126 -0.003790727420436968 0.011177327513344585 -0.00028270149754073772 0.00014676925609832686 0.0036423483844164788 0.0094964219489331383 -0.00065922450646440159 -0.00098583629636210838 0.00012092039328924602 -0.0017996316182027931 0.011377143242900709 0.0022498640507453409 -0.0024005697921117846 0.0070904323998384269 0.0050611064435605001 0.00088573579822171032 0.014375273674602668 0.0025898093621380069 0.00054348831631700109 -0.0014164065317912714 0.0024278047915724599 0.012414400237713076 0.0050664727958558298 leaf_weight=140001 46498 20987 26460 27673 381 52636 250205 27591 4558 38313 140344 5254 5159 122472 195478 53776 14525 2938 13608 1834 4543 15218 20464 1211 12410 1749 42017 33072 2635 6096 leaf_count=140001 46498 20987 26460 27673 381 52636 250205 27591 4558 38313 140344 5254 5159 122472 195478 53776 14525 2938 13608 1834 4543 15218 20464 1211 12410 1749 42017 33072 2635 6096 internal_value=1.13252e-05 -0.00014066 0.00210526 -0.000235496 -0.000162008 0.00113072 -0.000198945 3.07973e-05 0.0010168 -0.000242316 5.15194e-05 0.00155173 0.00314475 -0.00123499 -0.000239779 0.00184458 0.00230368 0.00121987 0.00387055 0.00579141 0.00884261 0.000757903 0.00266649 0.000396943 0.00363762 0.00822845 0.000192066 0.000581783 0.0065723 0.000624463 internal_weight=1.33011e+06 1.1711e+06 47447 1.12365e+06 1.09598e+06 159006 1.08922e+06 839017 181990 657027 506964 82432 44119 150063 424532 112508 38960 31071 16546 6758 4924 175683 35682 229054 13621 6307 215433 173416 7889 59872 internal_count=1330106 1171100 47447 1123653 1095980 159006 1089222 839017 181990 657027 506964 82432 44119 150063 424532 112508 38960 31071 16546 6758 4924 175683 35682 229054 13621 6307 215433 173416 7889 59872 cat_boundaries=0 1 cat_threshold=1819 is_linear=0 shrinkage=0.05 Tree=104 num_leaves=31 num_cat=2 split_feature=17 8 120 112 136 121 8 8 11 80 127 55 20 23 79 107 6 21 76 16 136 126 79 31 20 19 0 1 127 6 split_gain=85.8448 84.5696 86.2547 88.6401 93.9773 124.959 119.34 80.7168 79.4033 76.0056 69.5103 64.9118 62.0008 68.5236 61.5657 105.735 59.4555 58.2696 57.4527 57.1225 56.6068 56.0879 55.1587 56.3061 55.1104 60.627 53.3732 50.8695 49.5022 46.7489 threshold=20.524999618530277 3.8500000238418584 0.94260558485984813 -0.68832838535308827 0 -0.91702514886856068 9.2500000000000018 14.650000095367433 1.0000000180025095e-35 317.20851135253912 0.13052122294902804 11.885000228881838 6.9749999046325692 7.6250000000000009 14.914999961853029 -0.79264014959335316 5.7500000000000009 7.4149999618530282 29.925000190734867 6.9049999713897714 1 0.95878320932388317 8.1849999427795428 1017.5499877929689 8.5950002670288104 6.9049999713897714 274.50000000000006 273.50000000000006 -0.0087262028828264185 20.44999980926514 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 8 3 4 16 6 26 9 12 14 -4 24 13 -1 15 22 -3 20 -14 27 -8 29 23 -7 25 -10 -6 -18 -21 -5 right_child=-2 2 10 21 5 7 17 -9 11 -11 -12 -13 18 -15 -16 -17 19 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0023589967534346067 0.0064624621646260224 0.00056413592570395772 -6.1136219819932228e-05 -0.00078808622433943713 0.0070813039964074042 0.0021670713654261225 0.0095541243705389856 0.0036015154195999984 0.001479424571942326 -0.0020375141394853905 -0.0047059385600349011 -0.0028876579740237337 -0.001068201987620491 0.013201691714204336 -0.00051044773383255053 0.00058202598266691129 -0.0059469358066705329 0.0075659692724738617 0.009701552981429001 0.001985892046439011 0.029363843128717888 0.0015423985323130107 0.0010803143885194718 0.0055020081165092563 0.00090340781284596518 -0.0012399466089461574 0.0013263261525453174 -0.0013750149755358074 -0.0010302145406304996 0.068998958185936016 leaf_weight=21904 5136 119558 16665 212710 5805 27678 699 25021 22631 24273 15590 37645 23572 1561 68235 224760 9773 2056 1307 17105 817 29611 33491 23321 46145 217258 13167 16119 66469 24 leaf_count=21904 5136 119558 16665 212710 5805 27678 699 25021 22631 24273 15590 37645 23572 1561 68235 224760 9773 2056 1307 17105 817 29611 33491 23321 46145 217258 13167 16119 66469 24 internal_value=1.07586e-05 -1.42502e-05 0.000235338 0.000324375 0.000617612 0.00103776 0.00466573 0.000846143 -0.000653578 0.000674542 -0.00230614 -0.000935883 0.00123655 0.0030803 0.000848932 0.00114887 -0.000206716 0.0130497 -0.000502421 -0.00104865 0.0204867 -0.000496424 0.0026568 0.00369208 -0.000679009 -0.000983403 0.00308722 -0.0031007 -0.000412911 -0.000780213 internal_weight=1.33011e+06 1.32497e+06 952947 920692 678347 449323 22544 426779 372023 401758 32255 323679 48344 23465 377485 309250 229024 3572 24879 109466 1516 242345 84490 50999 286034 239889 18972 25892 83574 212734 internal_count=1330106 1324970 952947 920692 678347 449323 22544 426779 372023 401758 32255 323679 48344 23465 377485 309250 229024 3572 24879 109466 1516 242345 84490 50999 286034 239889 18972 25892 83574 212734 cat_boundaries=0 1 2 cat_threshold=6240 1028 is_linear=0 shrinkage=0.05 Tree=105 num_leaves=31 num_cat=1 split_feature=17 8 5 120 56 55 52 54 121 21 136 8 28 66 39 9 67 76 5 79 76 107 6 42 120 127 5 6 77 12 split_gain=87.5419 80.545 120.319 68.181 66.4293 87.9029 142.821 107.044 88.0346 70.3042 66.3228 84.5925 66.0987 65.1915 58.8577 57.713 53.41 52.5834 65.4669 54.9145 72.2252 58.9213 50.1899 48.9241 53.2182 48.8051 47.5579 46.6049 43.8863 48.4511 threshold=20.524999618530277 12.34999990463257 10.949999809265138 0.8038262426853181 266.01739501953131 17.185000419616703 6.8150000572204599 7.5250000953674325 -0.81408452987670887 8.6849999427795428 0 16.250000000000004 1007.1499938964845 9.1949996948242205 11.150000095367433 10.250000000000002 22.125000000000004 28.925000190734867 8.2500000000000018 13.305000305175783 13.914999961853029 -0.83133664727210987 2.7500000000000004 0.35000000894069677 0.52247866988182079 0.13052122294902804 10.250000000000002 0.25000000745058065 1.4550000429153445 6.0650000572204599 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 15 4 9 6 16 -8 12 26 11 -4 14 25 -7 -3 -6 19 -19 20 21 -10 -14 -13 -25 -5 -1 -22 29 -11 right_child=-2 2 10 13 5 8 7 -9 17 28 -12 23 22 -15 -16 -17 -18 18 -20 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00039627186388905872 0.0064439999434449356 0.0068483887649171404 -0.00015377945949240099 0.0003900797403151115 0.00052961428818776811 -0.010695350911099834 0.0064795440852755126 0.0019341265804753362 0.00042007942960647899 0.0013608768759502529 -0.0015524477549290787 0.0074304403977947303 -0.0021765545056750073 -0.0040680868389350155 0.035673830320424253 0.0021776111834369005 -0.0030842235320615486 0.010400603319798404 -0.00098412096538421246 -0.0028892923714233165 0.020316691912389811 -0.0032235429321746598 0.004610782396431215 -0.0007777864978261986 0.016490348582151312 -0.0021114146323089177 -0.0032340978499401708 0.0035500723072386681 -0.0017131172874538286 0.016718257402900595 leaf_weight=707914 5222 7541 30852 40696 81002 91 17335 51235 28512 77661 42448 7136 3817 19086 276 53775 11701 2194 2975 34626 447 18164 9509 4442 496 37435 15078 5693 12639 517 leaf_count=707914 5222 7541 30852 40696 81002 91 17335 51235 28512 77661 42448 7136 3817 19086 276 53775 11701 2194 2975 34626 447 18164 9509 4442 496 37435 15078 5693 12639 517 internal_value=-1.70874e-05 -4.25458e-05 0.00106234 -0.000180061 -6.6036e-05 0.000617398 0.00135317 0.00308324 -0.000498831 -0.000290746 -0.000151221 0.00123448 0.00324317 -0.00144841 0.0241763 0.00275205 7.34746e-05 -0.0010521 0.00384816 -0.00134178 -0.000327231 -0.000997839 0.00266667 0.00478283 0.00095672 -0.000808464 -0.000455455 0.0047707 0.0010205 0.00146244 internal_weight=1.33052e+06 1.32529e+06 146690 1.1786e+06 1.08139e+06 267577 161273 68570 106304 813809 85374 42926 13693 97217 367 61316 92703 92611 5169 87442 52816 46676 13326 12074 4938 78131 722992 6140 90817 78178 internal_count=1330515 1325293 146690 1178603 1081386 267577 161273 68570 106304 813809 85374 42926 13693 97217 367 61316 92703 92611 5169 87442 52816 46676 13326 12074 4938 78131 722992 6140 90817 78178 cat_boundaries=0 1 cat_threshold=5401 is_linear=0 shrinkage=0.05 Tree=106 num_leaves=31 num_cat=3 split_feature=17 16 15 24 19 24 52 66 54 19 77 33 28 13 8 13 136 136 136 77 125 116 18 28 17 28 28 19 31 28 split_gain=81.8996 90.2038 112.655 110.206 103.575 90.0702 86.5746 132.29 128.005 79.3857 74.7806 74.6835 61.522 64.8631 51.3744 81.1671 76.2068 56.9003 50.8985 80.9729 50.499 54.5883 46.7609 46.6863 46.33 49.3504 44.4065 43.753 43.3032 42.0359 threshold=14.039999961853029 14.550000190734865 3.8649998903274541 248.50000000000003 9.5450000762939471 228.50000000000003 10.25500011444092 22.015000343322757 15.34500026702881 15.405000209808351 19.515000343322757 12.550000190734865 1018.7500000000001 5.2950000762939462 12.449999809265138 1.9650000333786013 0 1 2 31.634999275207523 0.93038213253021251 0.8038262426853181 13.344999790191652 1030.049987792969 20.524999618530277 1010.6499938964845 1020.5499877929689 13.344999790191652 1017.1499938964845 1015.2500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -3 -4 -2 7 11 27 24 28 14 13 -11 23 16 -16 -17 -13 -20 21 -19 -5 -1 25 -7 -9 -8 -10 -30 right_child=5 3 4 22 -6 9 8 26 10 12 -12 18 -14 -15 15 17 -18 20 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-2.4685765212039297e-05 -0.00070810519049998352 -0.00076789898526775577 0.0050046448526631891 0.0050670565324062999 -0.0043831693465783477 0.0046666468238371782 0.0047295425391947199 -0.0024073356956227834 -0.0027884160037488339 0.0010166421242688945 0.0027825160908609651 0.0001116040392638349 -0.0013432449058655299 0.012308748267632036 0.0029054409011420616 0.0035096570206835684 0.013426824523903711 -0.00030739733261645559 -0.00096563152506687431 -0.0088037390807843147 0.0045695272596612156 -0.0071097509477028135 0.0016956157197445911 0.0082946859989645096 0.0077646984121856211 0.0015653619015632326 -0.006638819261059397 0.00068732229170614424 0.010817999359944354 -0.00017461402726714673 leaf_weight=296437 78054 31441 3299 18065 26856 14771 24709 32954 21332 49850 16751 134927 38403 1305 5120 13988 2597 20933 313629 3330 4373 3433 23880 1696 3563 97501 7637 9182 896 29603 leaf_count=296437 78054 31441 3299 18065 26856 14771 24709 32954 21332 49850 16751 134927 38403 1305 5120 13988 2597 20933 313629 3330 4373 3433 23880 1696 3563 97501 7637 9182 896 29603 internal_value=-1.62336e-05 -0.000220337 -0.000347744 0.00147009 -0.00335613 0.000737734 -0.000251596 -0.000418775 0.00112053 0.00128719 -0.000121734 -0.000277565 0.000169252 0.00130471 0.000272327 0.00174801 0.00646736 0.000895644 -0.000701741 -0.00104795 -0.000377752 -0.0012658 0.00314764 2.26409e-05 0.00215152 0.00197338 -0.00320347 0.00363439 -0.00106034 0.000148327 internal_weight=1.33052e+06 1.04707e+06 973682 73386 30155 283447 943527 841054 102473 205393 68582 800463 89558 51155 348577 50444 7717 42727 451886 316959 28739 24366 41945 298133 115835 112272 40591 33891 51831 30499 internal_count=1330515 1047068 973682 73386 30155 283447 943527 841054 102473 205393 68582 800463 89558 51155 348577 50444 7717 42727 451886 316959 28739 24366 41945 298133 115835 112272 40591 33891 51831 30499 cat_boundaries=0 1 2 3 cat_threshold=6309 787 1304 is_linear=0 shrinkage=0.05 Tree=107 num_leaves=31 num_cat=0 split_feature=92 120 52 55 21 15 52 60 52 54 65 28 4 52 121 29 55 52 7 67 28 71 54 121 15 65 13 54 8 108 split_gain=76.2429 77.6752 94.5966 166.001 102.881 89.6544 86.119 147.611 69.0296 80.5464 65.4144 62.1797 66.824 59.8124 59.465 90.8268 66.1088 55.0183 54.9789 58.1134 59.7804 54.2141 46.4288 45.9685 44.7393 44.2192 43.2963 42.7579 42.5838 42.3435 threshold=-0.65283977985382069 0.87032255530357372 2.6950000524520878 4.0950000286102304 8.2750000953674334 2.2749999761581425 10.25500011444092 0.69734635949134838 24.644999504089359 11.605000019073488 22.865000724792484 1016.5499877929689 5.0499999523162851 4.9249999523162851 -0.81408452987670887 1004.0499877929689 17.185000419616703 99.075000762939467 15.250000000000002 13.72499990463257 1017.2500000000001 192.51227569580081 1.4550000429153445 0.35019405186176306 0.63499999046325695 9.5950002670288104 6.0750000476837167 3.0349999666213994 7.5499999523162851 0.040843633934855468 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=25 2 4 5 18 13 10 8 9 -8 -5 -3 -13 22 15 17 -16 -9 19 24 29 -7 -4 -10 -2 -1 -6 -15 -18 -21 right_child=1 11 3 6 26 21 7 14 23 -11 -12 12 -14 27 16 -17 28 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00060704203254903705 -0.0029082982056986505 0.00034864247979378573 0.0096734766116414947 -0.00018801729383185816 0.0012396358639933274 -0.0057159031060724317 0.0050100033338696896 0.011762372252925009 0.0061900481525102675 0.00047604091890290776 -0.0036131882242061058 -0.0015694108567294318 -0.006223986925628539 0.010787776782145146 0.0019864203375884802 0.0023927319519280758 -0.0022042346587645878 0.056116708549784455 0.0070679207849755959 0.0068113801138614946 -0.0059920574504239467 0.0015662146253848019 0.0021134180943794957 -0.00050089377879835835 -0.00017978041255363783 -0.0026773154071016263 0.012607030328572409 0.005203171963993735 0.00011264018569371134 -0.0017495653130380718 leaf_weight=159745 15423 29856 2222 68453 111553 3382 13875 162 18182 33317 17504 34949 9894 4331 21369 14008 43358 123 2509 1612 8947 10463 23607 2989 580207 30759 844 16429 36552 13891 leaf_count=159745 15423 29856 2222 68453 111553 3382 13875 162 18182 33317 17504 34949 9894 4331 21369 14008 43358 123 2509 1612 8947 10463 23607 2989 580207 30759 844 16429 36552 13891 internal_value=-1.54144e-05 0.000139309 0.000248598 0.000951408 -6.72664e-05 0.0033201 0.000421012 0.00103158 0.00287326 0.00180908 -0.000885508 -0.0014193 -0.00259638 0.00436993 -5.78074e-05 0.00296126 -0.000483873 0.0309048 -0.000318614 -0.000348501 -0.0027376 -0.000212631 0.00276379 0.0052454 -0.000250432 -0.000941311 0.00132499 0.00636825 -0.00114446 -0.000859399 internal_weight=1.33052e+06 1.14001e+06 1.06531e+06 330326 734986 60434 269892 183935 68363 47192 85957 74699 44843 46589 115572 14293 101279 285 622589 620080 24450 13845 25829 21171 595630 190504 112397 20760 79910 15503 internal_count=1330515 1140011 1065312 330326 734986 60434 269892 183935 68363 47192 85957 74699 44843 46589 115572 14293 101279 285 622589 620080 24450 13845 25829 21171 595630 190504 112397 20760 79910 15503 is_linear=0 shrinkage=0.05 Tree=108 num_leaves=31 num_cat=2 split_feature=8 5 5 8 9 76 65 136 4 109 136 92 55 21 12 14 15 38 19 12 43 120 5 55 85 29 79 16 12 122 split_gain=74.4237 105.171 76.8337 80.1808 69.6605 64.5915 74.7513 59.3763 82.113 58.7365 81.5336 93.9743 60.8855 80.7535 55.0775 54.7566 53.3626 64.4028 54.1775 52.5568 51.9836 51.7225 49.6545 48.2934 47.2117 47.5783 50.9157 49.6629 45.0846 43.4569 threshold=13.550000190734865 11.449999809265138 10.449999809265138 11.050000190734865 9.5500001907348651 28.505000114440922 28.185000419616703 0 13.550000190734865 0.38432872295379644 1 -0.65283977985382069 8.3249998092651385 8.3350000381469744 1.1549999713897707 1.1950000524520876 1.3149999976158144 13.449999809265138 6.9049999713897714 1.3450000286102297 1.0500000119209292 0.56638467311859142 13.84999990463257 6.8949999809265146 0.67303714156150829 1009.9500122070314 9.8550000190734881 18.219999313354496 6.0650000572204599 0.7933231294155122 decision_type=2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 -5 6 9 22 -9 10 -1 -12 13 14 -11 19 17 -16 -18 -13 -10 -22 -3 -7 -17 -26 27 -27 -15 -8 right_child=1 7 -4 4 -6 23 29 8 20 12 11 15 -14 28 16 24 18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00050653608238930168 0.0035136002969469214 -0.00046294844820180328 -0.0022018777567233915 0.004776571715408527 0.00081863572284231016 0.00042287237521431461 -0.0014843784828679814 -0.00022766473559406887 0.0070496528750848639 -0.0011069185871657699 -0.00084048521041155198 0.0042460401783638788 -0.0015437289707620112 0.00099888520722834226 0.0032573046375991496 -0.000757722084420601 0.0016102436416337287 0.00012686016648472871 -0.0005150397846663818 0.014189523289061321 -0.0020397309056106564 0.019040279126825356 -0.0058360316152296036 0.0063729991664884097 0.006791739687763719 0.002650909820037536 -0.0003393437543809945 0.012425574307979866 0.016548897134852556 -0.0063857745591332522 leaf_weight=87054 34950 13470 42740 12973 77707 7169 59542 29831 7818 180027 31297 9815 86674 116644 24398 13958 33024 50307 326009 1537 3314 319 6316 6504 5754 38393 16264 1345 468 4894 leaf_count=87054 34950 13470 42740 12973 77707 7169 59542 29831 7818 180027 31297 9815 86674 116644 24398 13958 33024 50307 326009 1537 3314 319 6316 6504 5754 38393 16264 1345 468 4894 internal_value=-1.46437e-05 0.00132622 -0.000118935 -4.42341e-05 0.00138487 -0.000161929 -0.000204872 7.43533e-05 0.00115366 -0.000100827 0.000655017 0.00150923 -0.00029074 -0.000142149 -0.000371726 0.00235404 -6.65776e-05 0.00114924 -0.000319555 0.00559233 0.00475315 -0.000188775 -0.00217702 0.00325324 0.00186852 0.0024621 0.00201724 0.00298175 0.00106103 -0.00185665 internal_weight=1.33052e+06 96018 1.2345e+06 1.19176e+06 90680 1.10108e+06 1.0874e+06 61068 41282 1.02297e+06 205417 118363 817551 730877 613765 87066 433738 74705 359033 11352 11451 3633 19786 13673 75714 61756 56002 39738 117112 64436 internal_count=1330515 96018 1234497 1191757 90680 1101077 1087404 61068 41282 1022968 205417 118363 817551 730877 613765 87066 433738 74705 359033 11352 11451 3633 19786 13673 75714 61756 56002 39738 117112 64436 cat_boundaries=0 1 2 cat_threshold=2274 2080 is_linear=0 shrinkage=0.05 Tree=109 num_leaves=31 num_cat=2 split_feature=4 87 71 120 29 79 8 76 120 111 126 126 31 29 136 31 23 19 23 79 136 1 29 5 18 64 123 85 15 31 split_gain=69.9123 80.9808 94.414 93.7111 109.404 94.5254 85.8341 69.7699 69.7535 73.72 64.3891 56.0536 76.1283 71.5193 79.175 60.321 54.9404 53.6692 51.0406 62.3222 58.2807 50.9334 103.444 61.6918 60.6656 49.7939 49.7405 49.0455 47.0228 46.8529 threshold=2.9500000476837163 0.83334490656852733 273.13049316406256 -0.60873827338218678 1006.7500000000001 8.6050000190734881 13.550000190734865 19.615000724792484 0.28400452435016638 -0.97609320282936085 -0.38266885280609125 -0.28400452435016627 1015.5499877929689 1016.0499877929689 0 1017.9500122070314 8.4650001525878924 6.9049999713897714 5.9449999332427987 9.2150001525878924 1 188.50000000000003 1004.0499877929689 18.94999980926514 10.405000209808351 3.3549998998641972 0.21643137186765674 0.77719810605049144 4.4149999618530282 1019.7500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=7 2 11 4 16 -5 10 18 9 21 -6 12 -2 14 15 -14 -4 -11 20 29 -1 23 24 -3 27 -19 -7 -23 -27 -20 right_child=1 8 3 5 6 26 -8 -9 -10 17 -12 -13 13 -15 -16 -17 -18 25 19 -21 -22 22 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.0011724532727710934 5.4328386775421463e-05 0.0015572071386496266 0.012368424212491153 0.0021599675331321413 0.0074520742155601621 1.5567207014684676e-05 0.012100193078689037 0.0030829159896733306 -0.0038777205000280961 0.0015141922823562431 0.0018862965100015314 -9.8573383300326571e-05 0.0077948311548652026 0.0016239692118238205 0.0019520722145657484 0.02087548069942096 0.041875988769224437 -0.0020396930133756738 -0.0010462548342775821 -0.0026897381786426689 0.0015473302327628101 0.15517185725844826 0.012557049213293276 0.075410219779436821 0.030147329112514856 -0.00011490662033045039 -0.003810444490115228 0.052435948779540401 -0.0061124647205263423 0.00057374570239668516 leaf_weight=33550 72816 1134 419 56577 6016 37840 2538 12661 14798 31172 38141 404221 4150 42947 5459 1119 253 52485 200563 45664 47675 26 560 29 50 145927 10954 21 3343 57407 leaf_count=33550 72816 1134 419 56577 6016 37840 2538 12661 14798 31172 38141 404221 4150 42947 5459 1119 253 52485 200563 45664 47675 26 560 29 50 145927 10954 21 3343 57407 internal_value=-1.39117e-05 0.000222668 0.000504144 0.00159959 0.00344679 0.000769224 0.00315852 -0.000569173 -0.000548236 -0.000338352 0.00264458 0.000188877 0.00110747 0.00253617 0.00618793 0.0105528 0.0234777 -0.000416675 -0.000689318 -0.000987133 0.000423969 0.00968555 0.0208142 0.00339877 0.0684844 -0.000715002 -0.000843353 0.109269 -0.000249226 -0.00068575 internal_weight=1.33052e+06 932995 683450 152738 47367 105371 46695 397520 249545 234747 44157 530712 126491 53675 10728 5269 672 232927 384859 303634 81225 1820 657 1163 97 201755 48794 47 149270 257970 internal_count=1330515 932995 683450 152738 47367 105371 46695 397520 249545 234747 44157 530712 126491 53675 10728 5269 672 232927 384859 303634 81225 1820 657 1163 97 201755 48794 47 149270 257970 cat_boundaries=0 1 2 cat_threshold=4303 112 is_linear=0 shrinkage=0.05 Tree=110 num_leaves=31 num_cat=3 split_feature=17 28 31 31 28 1 19 0 136 104 121 0 136 104 8 126 66 16 31 15 31 43 31 52 8 136 28 18 52 113 split_gain=73.1214 67.1829 132.156 98.0112 132.398 141.893 94.812 85.2407 81.0714 77.1581 75.4829 74.2248 72.6234 72.8476 65.7809 63.9078 59.073 58.1785 88.6235 57.222 76.8768 61.8436 51.7512 51.0151 48.5782 48.4865 48.3389 47.8478 47.1007 46.6412 threshold=18.219999313354496 1011.4500122070314 1015.0499877929689 1015.8500061035157 1015.2500000000001 226.50000000000003 6.9049999713897714 120.50000000000001 0 -0.65867102146148671 0.13052122294902804 212.50000000000003 1 -0.93426778912544239 14.550000190734865 0.47714059054851538 5.3650000095367441 8.7100000381469744 1013.2500000000001 2.5249999761581425 1021.9500122070314 10.650000095367433 1018.6499938964845 24.085000038146976 8.5500001907348651 2 1017.9500122070314 10.405000209808351 29.195000648498539 -0.96811076998710621 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 17 6 5 25 -3 10 -7 -4 -6 -8 -9 15 19 22 -12 27 29 20 24 23 -14 -21 -15 -5 -24 -1 -10 -19 right_child=-2 3 9 4 7 8 11 12 28 -11 16 -13 13 14 -16 -17 -18 18 -20 21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0012883761753962565 0.0028185145425711935 0.0011734446212771665 0.01971865287109377 0.019153855098026546 0.0001073388695159643 -0.00313502543465638 -0.0020341649841411655 -0.00071933390884338093 0.0017704177274739065 0.0052061862249260316 -0.0013846145773834244 -0.00056836321039193869 0.0016312100754298957 -0.00044205047278022495 0.0035082339156452622 0.00060389360674091086 -0.0047195931358567766 0.0025437948442500555 0.0063581482894841364 -0.0024480456801564037 0.0026850002492242809 0.0024644566691550168 0.015537771261251224 0.00069005790671242443 0.0013825813675640876 0.0059767007012228252 0.0056815937705303708 0.0028433843605375 0.010705305921722311 0.00037039191641536641 leaf_weight=53545 22753 55319 1238 728 57013 9246 126806 127282 25380 3520 43199 270806 7848 103917 16290 17687 19171 30760 7517 45244 38572 11306 1419 18145 56209 14868 10087 8062 1566 124984 leaf_count=53545 22753 55319 1238 728 57013 9246 126806 127282 25380 3520 43199 270806 7848 103917 16290 17687 19171 30760 7517 45244 38572 11306 1419 18145 56209 14868 10087 8062 1566 124984 internal_value=8.37873e-06 -4.05143e-05 0.000736019 -0.000205908 0.000199873 0.00262101 -0.000766003 -1.88024e-05 0.00090296 0.00898223 -0.00120766 -0.00103584 0.000293812 0.000688505 0.000421553 0.00277641 -0.0024097 0.000561537 0.00105558 0.000237635 0.000681148 -0.000942167 0.00476181 -0.00154977 0.00019845 0.00660791 0.00689713 -0.000747687 0.00228883 0.000799647 internal_weight=1.33049e+06 1.30773e+06 229626 1.07811e+06 625177 51788 452931 573389 36192 4758 119383 397612 454006 326724 289683 37041 62370 224868 163261 273393 198698 74695 19354 63389 160126 15596 11506 61607 26946 155744 internal_count=1330487 1307734 229626 1078108 625177 51788 452931 573389 36192 4758 119383 397612 454006 326724 289683 37041 62370 224868 163261 273393 198698 74695 19354 63389 160126 15596 11506 61607 26946 155744 cat_boundaries=0 1 2 3 cat_threshold=2180 2208 4 is_linear=0 shrinkage=0.05 Tree=111 num_leaves=31 num_cat=2 split_feature=17 16 28 31 15 31 28 126 136 136 124 5 8 104 20 52 63 15 79 35 19 16 31 122 20 32 4 18 28 28 split_gain=68.583 79.1499 63.6972 122.217 89.5901 81.3261 143.588 92.3322 111.614 95.3667 87.8451 83.9272 69.7425 68.6777 67.2779 65.1888 52.6194 52.1183 51.4869 53.0251 50.8277 50.5544 74.1871 48.5846 47.2178 45.3326 54.1601 44.8604 44.4609 43.0244 threshold=17.029999732971195 18.219999313354496 1011.4500122070314 1015.0499877929689 3.8649998903274541 1016.2500000000001 1013.6499938964845 -0.43049471080303187 0 1 -0.71322327852249134 3.5499999523162846 13.949999809265138 -0.65867102146148671 7.8150000572204599 11.234999656677248 0.6972869634628297 2.1350001096725468 6.8949999809265146 9.1500000953674334 6.9049999713897714 8.7100000381469744 1013.2500000000001 0.1650413200259209 4.9049999713897714 3.9500000476837163 7.1499998569488534 9.5450000762939471 1024.049987792969 1022.7500000000001 decision_type=2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 21 5 10 27 9 18 11 -4 -8 23 -5 15 20 17 -14 -9 -20 -12 -1 -23 -10 -13 26 -11 -7 -3 -6 right_child=-2 28 4 13 29 6 7 8 12 25 14 24 16 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00072355256608214787 0.0015430777392503952 0.0041424001882353163 -0.0022529366476311372 0.019038018486387646 -0.0018320874939347068 0.0019247069662451117 0.0011084976057314172 -0.00059414301001749323 0.00068957912539334074 0.0039880460436780233 0.0011948438560229159 0.025181934841408765 0.0085518832979761799 0.0051049887971315114 -0.0018791940587515915 0.0032710861844554052 0.012855027739683314 0.00086887810175759997 -0.0067169535462580617 -0.0018075813641256801 -0.00051013688367038059 0.00073180073085051119 0.0059349461471650431 -0.0014368088082887633 0.006835745896624737 0.00040287401521976783 0.023349463866840156 0.01022303131916757 0.018838928893733096 -0.0060870978878140997 leaf_weight=61281 68985 5989 73117 1197 28978 2518 9709 157878 189278 2658 52295 362 3058 3387 61926 13872 1547 7935 6463 36916 266333 148952 7181 31306 11250 63051 418 4611 563 7473 leaf_count=61281 68985 5989 73117 1197 28978 2518 9709 157878 189278 2658 52295 362 3058 3387 61926 13872 1547 7935 6463 36916 266333 148952 7181 31306 11250 63051 418 4611 563 7473 internal_value=7.96779e-06 -7.59794e-05 -0.000104596 0.000663795 -0.000269736 -0.000180678 0.000243987 0.0001477 -0.000150716 0.00163002 -0.000661125 0.00453708 0.000593969 0.00874326 -0.000366042 -8.42268e-05 0.00422113 0.00300611 -0.00101329 -0.00253902 -0.000230306 0.000493446 0.000971108 0.000387795 0.00740768 0.000691926 0.00661908 0.00729202 0.00540524 -0.00270443 internal_weight=1.33049e+06 1.2615e+06 1.25495e+06 221998 1.03295e+06 996501 528958 521829 434381 87448 467543 21321 233124 4584 394426 332500 12540 10993 201257 43379 318628 217414 156133 220584 11612 66127 3076 7129 6552 36451 internal_count=1330487 1261502 1254950 221998 1032952 996501 528958 521829 434381 87448 467543 21321 233124 4584 394426 332500 12540 10993 201257 43379 318628 217414 156133 220584 11612 66127 3076 7129 6552 36451 cat_boundaries=0 1 2 cat_threshold=6372 582 is_linear=0 shrinkage=0.05 Tree=112 num_leaves=31 num_cat=2 split_feature=92 109 136 120 61 126 130 8 103 12 54 15 136 16 124 8 28 43 31 28 31 124 3 15 120 12 76 12 28 22 split_gain=62.7886 72.68 109.702 97.0767 77.3447 75.5538 95.7315 90.6803 64.5777 63.9802 63.3247 59.0867 130.187 65.261 57.2559 70.0689 54.6896 149.134 70.6306 88.5849 66.3393 64.1461 69.6022 55.5255 53.8426 53.0345 52.6154 52.1954 48.4537 48.4376 threshold=-0.80061477422714222 0.44174326956272131 0 1.0000000180025095e-35 0.80566141009330761 0.62249094247818004 302.50000000000006 5.2500000000000009 -0.29019172489643091 1.1649999618530276 30.634999275207523 1.1649999618530276 1 7.4149999618530282 -0.91702514886856068 11.650000095367433 1017.9500122070314 9.9499998092651385 1016.7500000000001 1013.4500122070314 1016.2500000000001 1.0000000180025095e-35 325.50000000000006 2.3950001001358037 0.095842104405164733 5.5950000286102304 6.6050000190734872 1.435000002384186 997.54998779296886 7.2149999141693124 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 26 5 9 6 7 29 -9 -3 -5 12 13 -11 -10 -16 18 20 25 21 -18 22 -20 -24 -22 -13 -2 -14 -28 -4 right_child=1 4 3 10 -6 -7 -8 8 14 11 -12 16 27 -15 15 -17 17 -19 19 -21 24 -23 23 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.00096368389238192487 0.0006448331367426936 -0.00084253023725429821 0.006369647776679737 0.0011861142608596208 -0.0025783643826467976 0.00053640975300179585 -0.0021916748634400272 -0.00067288345337522797 0.00081917255037786585 -0.0049707759896556458 -0.0028791867693426674 0.00010999522399869455 0.0026540792907437057 0.0014605629849217005 0.0069068172399490415 0.014440922243234547 -0.0056204949277120844 0.0019512140364497652 0.016222202970514712 0.0014960746196607281 -0.00046989454934862496 0.0039628445770039716 0.015432502724579536 0.092280897509568097 -0.0025171798346116468 0.0097875530685167158 0.018197269194938762 0.0075501503579651144 -0.0016679610413691465 0.0013381568318061152 leaf_weight=147903 67565 177128 6129 34102 29821 24901 6012 2826 2990 7027 13321 378508 14405 8992 17991 3725 8009 48380 996 74817 132318 1387 40 57 42408 1421 309 8750 46463 21786 leaf_count=147903 67565 177128 6129 34102 29821 24901 6012 2826 2990 7027 13321 378508 14405 8992 17991 3725 8009 48380 996 74817 132318 1387 40 57 42408 1421 309 8750 46463 21786 internal_value=7.5694e-06 0.000129042 0.000889739 0.0018616 -7.29395e-05 0.00285982 0.00380119 0.00445098 0.00648702 9.65031e-06 4.41815e-05 0.000217131 0.00210598 -0.0013598 0.00730601 0.00819916 0.000109635 -0.000517227 0.000426496 0.00180425 -0.00117076 0.0111012 0.0201598 0.0605908 -0.000966794 0.000146191 -0.000247557 0.0045023 -0.00153672 0.00244287 internal_weight=1.33049e+06 1.18258e+06 248120 133783 934464 86360 61459 55447 27532 904643 47423 727515 39174 16019 24706 21716 688341 231115 457226 77297 182735 2480 1093 97 174726 379929 114337 23155 46772 27915 internal_count=1330487 1182584 248120 133783 934464 86360 61459 55447 27532 904643 47423 727515 39174 16019 24706 21716 688341 231115 457226 77297 182735 2480 1093 97 174726 379929 114337 23155 46772 27915 cat_boundaries=0 1 2 cat_threshold=2160 6176 is_linear=0 shrinkage=0.05 Tree=113 num_leaves=31 num_cat=0 split_feature=52 54 66 121 55 52 60 28 1 21 54 13 75 38 28 66 28 54 52 58 23 23 30 31 39 12 19 104 117 77 split_gain=59.6059 155.154 130.454 101.548 80.7436 63.1215 115.122 70.6008 107.658 61.5018 57.1906 57.0722 86.1894 51.2985 50.1159 46.7661 46.7563 46.3125 51.072 45.3339 45.0128 44.9635 58.6552 41.9976 41.2863 40.9391 40.8408 43.2278 39.908 52.591 threshold=6.9149999618530282 8.1750001907348651 20.464999198913578 0.47714059054851538 4.7249999046325692 15.125000000000002 0.79575085639953624 1012.3500061035157 204.50000000000003 8.6849999427795428 27.755000114440922 5.1150000095367441 0.78601199388504039 12.84999990463257 1018.0499877929689 0.40500000119209295 1032.2500000000002 19.195000648498539 28.494999885559086 267.94628906250006 9.0050001144409197 8.7650003433227557 1007.3500061035157 1016.1499938964845 11.050000190734865 0.56499999761581432 6.4600000381469735 -0.58656388521194447 0.31729258596897131 17.894999504089359 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 9 5 15 11 7 8 -7 13 -5 -3 -13 16 -4 -2 26 -9 -19 -10 -11 -21 -23 -24 -8 -15 27 -1 29 -28 right_child=1 3 14 10 -6 6 24 17 19 20 -12 12 -14 25 -16 -17 -18 18 -20 21 -22 22 23 -25 -26 -27 28 -29 -30 -31 leaf_value=0.0052045114698495085 -0.003905330306085713 -0.00084843089939538614 -0.0018839540258444179 -0.00056810302500106831 0.001699305864737947 0.0019644808136364887 -0.0041550348710672966 0.0037484511409826824 0.0022401385384583062 0.0023947548489216138 -0.0048151977882535252 0.12891037442854472 -0.016121754120104016 -0.0037825736903161246 -0.005898850550060215 0.0066307527254542828 0.016191691669575636 -0.001071571819045653 0.0021304311829790767 0.010666421886402586 0.00022845281657327043 0.051686257647971315 0.014537134152838175 0.059044214645237264 -0.00012245019538918578 -0.0004152356740280864 0.0011876893099661253 0.00077219614243970213 -0.0002739006238242982 -0.0045175227628958389 leaf_weight=8226 1126 61095 26428 17418 31174 8160 7306 19165 1143 40930 14546 21 20 9170 11011 16291 463 20486 31759 3272 57902 150 756 57 48363 575578 95865 16606 201783 4217 leaf_count=8226 1126 61095 26428 17418 31174 8160 7306 19165 1143 40930 14546 21 20 9170 11011 16291 463 20486 31759 3272 57902 150 756 57 48363 575578 95865 16606 201783 4217 internal_value=7.19093e-06 0.000652051 -0.00016649 0.000117582 0.00322279 0.000532423 0.00111557 0.00227371 0.00558426 -5.91353e-05 -0.00250085 -0.000808856 0.058163 -0.000187536 -0.00306476 0.0059496 0.000313825 0.00164609 0.000874881 0.0110765 0.0011256 0.0134614 0.022958 0.0176576 -0.000651687 -0.000468042 0.000291323 0.00224047 0.000130982 0.000947298 internal_weight=1.33049e+06 282308 1.04818e+06 233717 48591 201753 140617 84948 13538 1.01074e+06 31964 61136 41 911908 37439 17417 327160 71410 52245 5378 98832 4235 963 813 55669 584748 326697 24832 301865 100082 internal_count=1330487 282308 1048179 233717 48591 201753 140617 84948 13538 1010740 31964 61136 41 911908 37439 17417 327160 71410 52245 5378 98832 4235 963 813 55669 584748 326697 24832 301865 100082 is_linear=0 shrinkage=0.05 Tree=114 num_leaves=31 num_cat=4 split_feature=17 136 114 120 8 7 127 80 119 76 126 31 28 31 136 124 120 136 29 122 22 21 104 136 20 28 4 20 81 28 split_gain=60.4039 57.2139 59.0489 80.8096 67.971 118.637 64.5442 57.7417 65.3459 52.8847 49.9953 83.9716 111.39 63.0696 89.271 54.3997 52.8416 49.9684 77.788 47.8873 66.5309 52.1171 47.9991 46.0192 49.0835 42.8132 61.291 42.7164 42.2478 41.6928 threshold=20.524999618530277 0 -0.72534674406051625 1.0000000180025095e-35 10.050000190734865 8.0500001907348651 0.41467745602130895 325.57322692871099 0.87032255530357372 25.704999923706058 -0.3172925859689712 1015.5499877929689 1015.4500122070314 1019.6499938964845 1 -0.71322327852249134 0.46173103153705602 2 997.45001220703136 -0.64942333102226246 6.8150000572204599 5.4749999046325692 -0.82157480716705311 3 5.3550000190734872 1018.2500000000001 6.7500000000000009 5.0050001144409189 287.46130371093756 1022.0499877929689 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 9 10 -9 28 11 15 23 -14 27 17 19 -3 -19 21 22 -12 -21 24 -13 -18 -27 -15 -1 -16 right_child=-2 7 -4 -5 5 -7 -8 8 -10 -11 16 12 13 14 29 -17 25 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.003168329619146067 0.0054213828906057703 -0.0033018554869936705 -0.00021481981052643096 -0.00057913416976017958 0.0065606726982848172 0.0011248073161906527 7.4545671847218265e-05 -0.0054742396723225662 0.0030848339952771003 0.01030443300068643 -0.001802555867491796 0.02090209562203332 -0.00032626985692395271 0.0327823067376505 0.002804833512714839 0.00060872992404049258 -0.00051796924532559508 0.016963796852805905 -0.00062783944081050425 0.0022663014293473412 -0.00058020371115960641 -0.0002868907726791393 0.00035443407810983223 0.0025372786834735213 0.0070715220050714504 -0.0022302409305394707 -0.0095004966741047778 0.006230586444841371 0.00029002765612161249 -0.0013622208103290683 leaf_weight=31450 5131 23044 178970 61121 16679 25207 79720 9988 2871 1990 79557 707 45706 154 13271 65394 41823 640 34689 44540 153433 197559 124857 6227 6924 34016 3169 9250 21440 10960 leaf_count=31450 5131 23044 178970 61121 16679 25207 79720 9988 2871 1990 79557 707 45706 154 13271 65394 41823 640 34689 44540 153433 197559 124857 6227 6924 34016 3169 9250 21440 10960 internal_value=6.83138e-06 -1.41306e-05 0.00047108 0.000987732 0.00153037 0.00328937 0.000982992 -0.00023655 -0.00356327 0.00230262 -0.000188804 0.000471926 0.00160547 0.000883048 0.00252637 -0.000381652 -0.000399947 -0.00149116 -0.000309072 -0.000239874 0.000173999 -0.000722022 0.000857126 0.00574152 0.00834197 -0.00161546 -0.00284983 0.00665832 0.00200155 0.000919641 internal_weight=1.33049e+06 1.32536e+06 416577 237607 176486 41886 134600 908779 12859 54880 895920 216966 93199 79341 33635 123767 678954 58373 35329 599946 322830 277116 169397 13858 7631 79008 37185 9404 52890 24231 internal_count=1330487 1325356 416577 237607 176486 41886 134600 908779 12859 54880 895920 216966 93199 79341 33635 123767 678954 58373 35329 599946 322830 277116 169397 13858 7631 79008 37185 9404 52890 24231 cat_boundaries=0 1 2 3 4 cat_threshold=1306 580 577 708 is_linear=0 shrinkage=0.05 Tree=115 num_leaves=31 num_cat=1 split_feature=17 16 67 11 42 116 33 28 31 5 37 57 15 33 132 31 126 28 31 28 31 124 136 80 25 18 4 29 17 127 split_gain=61.7216 76.0744 66.1271 77.1023 85.6967 65.4249 58.5755 75.5296 144.415 66.2113 60.3556 59.9723 59.8001 59.6621 59.4242 56.6732 83.1663 94.4488 97.7531 82.6329 64.9029 64.2601 56.5188 57.5519 55.3575 87.8923 55.2939 52.4929 52.9195 51.1682 threshold=15.405000209808351 16.335000038146976 52.774999618530281 17.849999427795414 0.65000000596046459 -0.49240480363368982 14.949999809265138 1012.9500122070314 1015.2500000000001 10.250000000000002 9.0500001907348651 254.11793518066409 3.6650000810623173 11.750000000000002 1018.2500000000001 1015.4500122070314 1.0000000180025095e-35 1015.3500061035157 1019.6499938964845 1018.0499877929689 1017.0499877929689 -0.76037701964378346 0 323.04742431640631 242.50000000000003 15.405000209808351 11.84999990463257 1006.7500000000001 11.775000095367433 -0.97233289480209339 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 6 29 -3 7 8 10 -10 -1 -12 15 14 -13 21 17 20 -19 -20 -17 -9 23 -18 -2 -26 -24 28 -11 -5 right_child=24 5 -4 4 -6 -7 -8 12 9 27 11 13 -14 -15 -16 16 22 18 19 -21 -22 -23 26 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0069819784905759243 -0.00029747426691305984 -0.00083672956084108454 -0.0026544598452828486 0.022358455563224938 -0.0025440691635869807 0.0056443313786678365 -0.00081294728389184445 -0.0030959096168283527 0.010214154081886551 0.014205240206245116 0.00021295342695290388 0.006132775254483247 -0.0027046129753738189 0.0010565803044573581 -0.0032441043956376171 0.002776990889597424 -0.00075887625077840056 -0.00052832729780525993 0.0094585996152097562 0.0018470954636910638 0.010188935519119263 -0.00047797860834879896 0.00015703678115847191 -0.0056658273212196134 0.0039250769504998407 0.00068156330647323529 0.0042403016565953121 -5.0748315168265214e-05 0.10556284035353557 0.0062609429102109303 leaf_weight=2600 58456 6205 26228 538 3068 10455 258634 27933 5842 51 157013 12738 23449 32918 1948 8906 146290 62805 3866 45914 4419 145742 160337 6230 29617 70851 8743 2872 23 5989 leaf_count=2600 58456 6205 26228 538 3068 10455 258634 27933 5842 51 157013 12738 23449 32918 1948 8906 146290 62805 3866 45914 4419 145742 160337 6230 29617 70851 8743 2872 23 5989 internal_value=1.26321e-06 -0.000124146 -0.000172529 -0.000114864 0.00434814 0.00323047 -0.000153124 4.51625e-05 0.000854338 0.0071322 0.000588097 0.000684287 -0.000225977 0.00223889 0.00488899 -0.000132412 0.000165108 0.00125446 0.000783345 0.00243822 0.00523503 -0.000899033 -0.000261388 -0.000959248 0.00092591 0.00163772 0.000368158 0.00102059 0.0426002 0.00758781 internal_weight=1.33068e+06 1.17176e+06 1.1551e+06 1.12887e+06 9595 16660 1.11927e+06 860639 216005 8788 207217 204617 644634 47604 14686 621185 447510 125910 112585 49780 13325 173675 321600 152520 158924 100468 169080 2946 74 6527 internal_count=1330680 1171756 1155096 1128868 9595 16660 1119273 860639 216005 8788 207217 204617 644634 47604 14686 621185 447510 125910 112585 49780 13325 173675 321600 152520 158924 100468 169080 2946 74 6527 cat_boundaries=0 1 cat_threshold=2278 is_linear=0 shrinkage=0.05 Tree=116 num_leaves=31 num_cat=0 split_feature=56 121 79 107 76 28 65 21 54 7 35 132 8 68 23 14 8 36 109 17 12 80 33 39 14 39 84 6 22 14 split_gain=57.297 103.477 77.023 82.9394 85.1242 76.1217 62.6758 57.62 55.9982 54.5147 52.801 49.9529 48.1801 45.4946 44.2715 46.639 44.2243 43.1023 42.1176 41.8956 42.3818 40.2218 39.361 50.9346 47.6039 87.1411 48.1566 38.7117 37.5573 39.5548 threshold=272.20779418945318 0.52247866988182079 9.9549999237060565 -0.7791500687599181 12.114999771118166 1017.9500122070314 10.275000095367433 8.3350000381469744 22.925000190734867 20.500000000000004 12.750000000000002 1019.3500061035157 9.3499999046325701 286.40403747558599 8.7349996566772479 2.9050000905990605 20.750000000000004 11.750000000000002 0.45905649662017828 18.219999313354496 3.7649999856948857 238.16359710693362 10.250000000000002 14.84999990463257 3.8349999189376835 11.650000095367433 0.75401279330253612 20.44999980926514 8.8450002670288104 3.9150000810623173 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 12 11 7 14 18 27 -7 22 -2 -6 16 17 -1 -16 -3 -9 -21 -13 23 24 -4 -26 -27 -8 29 -5 right_child=1 8 5 28 13 10 9 19 -10 -11 -12 21 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00029640822595822296 0.0015639730186204895 0.001334255005324412 0.0054379883302472804 0.00096247448923525089 0.0017249683109338107 -0.0021700400926704384 -0.0014650708916334825 0.00069327199121182461 -0.0046407791328293042 0.079120833604108723 0.0010692045904200924 0.019395905254025167 0.0056973729060861957 0.0081208304679300548 0.0089891443823389827 -0.0029949133013332614 0.010481206190500922 0.0020590554394021711 -0.003195981941047258 0.0027836254110720619 0.01285067956974772 -0.005460923179624164 0.00090251292912456229 0.049554702578509441 -0.0093295234532487017 0.025019691888639978 0.0018424212047321012 0.060762182112783197 -0.003022733015719304 -0.016326023791708163 leaf_weight=770333 65255 13053 9298 26677 3881 42467 91234 130926 12631 21 17876 170 7904 9804 2630 3841 953 15275 8453 5241 1306 3814 75811 61 1633 329 703 25 8740 335 leaf_count=770333 65255 13053 9298 26677 3881 42467 91234 130926 12631 21 17876 170 7904 9804 2630 3841 953 15275 8453 5241 1306 3814 75811 61 1633 329 703 25 8740 335 internal_value=1.20005e-06 0.000597924 0.000920493 0.00185315 0.00268758 0.000169061 -0.000179195 -5.65447e-05 -0.00199834 -0.00142949 -0.00121045 0.00107567 0.00201054 0.00630699 -0.000220362 0.00200451 -0.000283091 0.00307699 -0.000446369 0.00088846 0.00479181 -0.00440027 0.00132404 0.00398177 0.00374939 -0.00214199 0.0092313 -0.00144802 -0.000173752 0.000748064 internal_weight=1.33068e+06 308895 274758 122596 86844 152162 1.02178e+06 930505 34137 91280 60343 91819 73159 13685 793032 21746 771286 17905 21506 137473 6547 3984 87835 12024 11963 2665 1032 91259 35752 27012 internal_count=1330680 308895 274758 122596 86844 152162 1021785 930505 34137 91280 60343 91819 73159 13685 793032 21746 771286 17905 21506 137473 6547 3984 87835 12024 11963 2665 1032 91259 35752 27012 is_linear=0 shrinkage=0.05 Tree=117 num_leaves=31 num_cat=3 split_feature=136 80 4 122 10 19 87 99 28 79 8 32 1 115 72 124 5 136 30 104 136 20 20 30 101 12 3 20 23 121 split_gain=56.289 61.9233 61.6805 64.3972 81.8803 54.681 55.9706 68.8956 85.0706 83.1315 73.9824 64.7199 74.0335 63.3405 52.617 52.2562 46.3818 44.4373 71.7622 42.8276 45.2597 42.3337 41.9141 41.4526 41.0983 40.4926 40.3584 45.9729 51.3036 43.1723 threshold=0 336.66778564453131 14.650000095367433 -0.81408452987670887 5.2500000000000009 6.9049999713897714 0.83732518553733837 -0.80189794301986683 1012.1499938964845 9.0349998474121112 9.3499999046325701 13.750000000000002 196.50000000000003 -0.88697704672813404 0.5696362853050233 -0.91702514886856068 5.0499999523162851 1 1002.9500122070314 -0.83718416094779957 2 6.7550001144409189 5.8550000190734872 1000.4500122070314 0.3311887532472611 0.91500002145767223 313.50000000000006 6.1749999523162851 7.4649999141693124 0.41467745602130895 decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 left_child=2 5 3 4 -1 14 7 8 11 10 -10 12 -7 25 16 21 -2 -14 -19 -12 -21 -5 -18 -23 -4 -9 27 28 -17 -29 right_child=1 -3 24 15 -6 6 -8 13 9 -11 19 -13 17 -15 -16 26 22 18 -20 20 -22 23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.00090924937384479594 0.0017627986135881379 -0.0061748990553471342 -0.0027588056930725746 -0.0051882334122056277 0.0078370175410588851 0.0028441748274633419 -0.00092836904448693981 -0.001409230998178825 0.00050325349608052741 -0.0014609993622042806 0.0072961473081004638 1.6865043565779021e-05 0.0033774909820672044 -0.00086468940532636945 0.003292061896989391 0.002570997042062454 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0.000592349 0.00126909 0.00338574 0.000782961 internal_weight=1.33068e+06 1.05859e+06 272092 269306 18474 1.05432e+06 955800 722515 217103 184191 134599 32912 21444 505412 98521 250832 78802 5976 3922 15996 9602 24263 43849 17440 2786 227823 226569 111697 20862 90835 internal_count=1330680 1058588 272092 269306 18474 1054321 955800 722515 217103 184191 134599 32912 21444 505412 98521 250832 78802 5976 3922 15996 9602 24263 43849 17440 2786 227823 226569 111697 20862 90835 cat_boundaries=0 1 2 3 cat_threshold=280 164 1026 is_linear=0 shrinkage=0.05 Tree=118 num_leaves=31 num_cat=2 split_feature=17 16 15 24 7 19 33 36 19 115 136 29 131 122 16 19 114 18 136 4 23 87 110 12 78 121 29 4 130 124 split_gain=53.4706 68.8398 75.7914 73.5672 62.659 59.7373 54.6112 55.1081 51.7486 56.5768 51.5895 50.3113 46.3053 52.1869 48.3866 54.5712 54.2915 42.5272 42.0391 40.4264 60.9752 58.4868 69.1936 50.4252 45.226 62.7705 53.4056 45.7094 61.268 45.3008 threshold=15.405000209808351 15.405000209808351 3.8649998903274541 253.50000000000003 13.550000190734865 8.7100000381469744 15.750000000000002 8.4499998092651385 15.405000209808351 -0.8338540494441985 0 1029.7500000000002 286.50000000000006 0.43049471080303198 13.344999790191652 15.405000209808351 -0.33379416167736048 15.405000209808351 1 3.2500000000000004 6.0050001144409189 0.83334490656852733 0.55507761240005504 1.1950000524520876 7.2550001144409189 -0.89490029215812672 1011.8500061035157 7.1499998569488534 274.50000000000006 -0.66259482502937306 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 6 -4 7 -1 9 18 -6 19 13 14 16 -16 -7 -5 -2 20 23 22 24 -9 27 -26 29 -21 -29 -27 right_child=8 3 5 17 10 12 -8 11 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 21 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=-0.0048767168046843674 0.0050171295206497112 -0.00036086651842649254 0.0078663263792280169 0.0050308899157730166 0.0070585043917516556 -0.0038131704643682 -0.00097032082079569974 -0.00041474582141604082 4.973181232364024e-05 0.00024226479584741798 0.000568159504767844 0.0057275720278353861 -0.012892459295580378 -0.006947415098485319 0.0024096223099959479 -0.0049983052373106024 0.0077669996455667764 0.00067672537668609202 0.0017413272243058256 0.001905456951054907 -0.0008612268669171805 -0.00054433050407849497 0.00020085253574642724 0.0024641686508550496 0.006346369279845495 -0.00055151132021639471 -0.00084864337057905025 0.0066898345071388131 -0.0045037749737860356 0.0058353059344523374 leaf_weight=5752 16659 22037 1400 16944 5444 19030 172238 32831 87807 30617 6999 3862 1072 5352 10482 3259 1069 8382 23841 37639 225105 170142 331132 28339 4418 4861 35285 10830 1378 6474 leaf_count=5752 16659 22037 1400 16944 5444 19030 172238 32831 87807 30617 6999 3862 1072 5352 10482 3259 1069 8382 23841 37639 225105 170142 331132 28339 4418 4861 35285 10830 1378 6474 internal_value=1.08813e-06 -0.000115638 -0.000194294 0.00175165 -0.000113767 -0.00228696 -0.000154779 1.63495e-06 0.000861715 0.00186426 0.00341391 3.30822e-05 -0.00264 -0.00235957 -0.00163397 0.000652659 -0.00319726 0.00358982 0.00309044 8.32842e-06 -0.000480835 0.000240884 0.000550126 0.000919005 0.00169654 0.000650315 0.000110521 0.00276775 0.00542634 0.00309633 internal_weight=1.33068e+06 1.17176e+06 1.12439e+06 47363 1.08273e+06 41664 1.07029e+06 898048 158924 71117 12443 892296 40264 39192 33840 13741 20099 25326 40500 888434 286275 602159 432017 61170 100885 51038 46620 49847 12208 11335 internal_count=1330680 1171756 1124393 47363 1082729 41664 1070286 898048 158924 71117 12443 892296 40264 39192 33840 13741 20099 25326 40500 888434 286275 602159 432017 61170 100885 51038 46620 49847 12208 11335 cat_boundaries=0 1 2 cat_threshold=5265 1822 is_linear=0 shrinkage=0.05 Tree=119 num_leaves=31 num_cat=3 split_feature=28 31 31 28 1 19 120 136 104 136 126 31 110 15 35 66 55 13 78 8 13 120 33 112 35 83 136 30 108 76 split_gain=52.9221 121.089 80.8425 144.483 112.906 91.0198 70.9519 66.4752 65.4714 63.4881 72.9114 80.388 74.6792 62.8153 58.351 55.9252 55.356 53.1659 51.7066 49.5229 49.3231 47.5582 46.8546 66.6059 46.3099 45.4624 45.4472 87.8602 53.3498 45.287 threshold=1011.5499877929689 1015.0499877929689 1016.6499938964845 1015.8500061035157 234.50000000000003 6.9049999713897714 0.8038262426853181 0 -0.62726929783821095 1 0.35019405186176306 1019.0499877929689 0.42620277404785162 1.6050000190734866 13.050000190734865 26.634999275207523 68.095001220703139 6.0750000476837167 21.695000648498539 7.1499998569488534 1.6649999618530276 0.11319890245795251 14.150000095367433 -0.94260558485984791 4.6499998569488534 283.73699951171881 2 1000.4500122070314 0.2330105006694794 7.6449999809265146 decision_type=2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 22 5 4 29 -2 9 -6 -3 -5 11 -11 16 20 -15 17 24 21 -17 -8 -12 -7 23 26 -13 -21 27 -1 -28 -4 right_child=2 8 3 6 7 15 19 -9 -10 10 13 12 -14 14 -16 18 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.037249673103859786 0.0011846300156878199 0.017143040774342748 0.0086205434742060508 -0.00073338136741767275 -0.0029433468312791223 -0.00043112889956157825 -0.0010247775865340329 0.0026071861599401397 0.0046891797473727131 1.1453422390422384e-05 0.00081158000830937283 0.021659498860423298 0.0017123230749560817 -0.00096136971348311005 0.0010348490203651302 -0.0047047169364489837 -0.0011939544966171741 0.021036661637089126 -0.00082468236074296076 -0.003288952435273264 0.0043473132776520058 -0.0017555021413388707 -0.00051512634962816916 0.0004207974562333845 0.0062673301970682105 -0.012163258800496006 0.0051755469536590472 0.0060742052895889371 0.00092352650161016739 0.0027220077141039303 leaf_weight=242 64452 1475 9664 122005 7149 360217 42509 21889 3709 36911 55464 505 35668 121044 52479 17138 2540 282 17208 6732 11997 83500 75842 120500 15110 1837 10743 3418 23545 4906 leaf_count=242 64452 1475 9664 122005 7149 360217 42509 21889 3709 36911 55464 505 35668 121044 52479 17138 2540 282 17208 6732 11997 83500 75842 120500 15110 1837 10743 3418 23545 4906 internal_value=1.03913e-06 0.000674133 -0.000146677 0.00028148 0.00304271 -0.00057926 4.29471e-05 0.00124056 0.00823267 0.000241837 0.000600524 0.00180861 0.00304108 0.000145686 -0.000357648 -0.000816926 0.0056516 -0.00066656 -0.00276075 -0.00172378 0.00144036 -0.000680353 0.00050689 0.000996084 0.00676512 -0.0051914 0.00282285 0.00811337 0.0022551 0.00663439 internal_weight=1.33068e+06 239474 1.09121e+06 548409 43608 542797 504801 29038 5184 453723 331718 90734 53823 240984 173523 478345 18155 443999 34346 51078 67461 443717 234290 158448 15615 8569 37948 3660 34288 14570 internal_count=1330680 239474 1091206 548409 43608 542797 504801 29038 5184 453723 331718 90734 53823 240984 173523 478345 18155 443999 34346 51078 67461 443717 234290 158448 15615 8569 37948 3660 34288 14570 cat_boundaries=0 1 2 3 cat_threshold=2180 2208 14 is_linear=0 shrinkage=0.05 Tree=120 num_leaves=31 num_cat=3 split_feature=104 8 76 117 8 6 8 11 125 9 136 23 9 120 136 17 55 127 124 55 14 94 136 122 13 120 9 8 66 80 split_gain=52.588 55.2246 64.092 60.7815 71.9085 75.0477 86.6542 69.8681 67.4477 66.9639 64.9249 59.711 58.4656 54.2655 53.2455 49.2001 48.9303 48.7357 45.2011 44.9021 44.7958 46.1173 43.8324 56.6415 54.4558 43.6357 47.9178 39.9907 40.7843 39.5395 threshold=1.0000000180025095e-35 3.8500000238418584 27.634999275207523 0.737249255180359 13.449999809265138 8.4499998092651385 9.2500000000000018 13.550000190734865 0.98321744799613964 8.1500000953674334 0 5.8849999904632577 10.550000190734865 -0.89490029215812672 1 14.550000190734865 65.284999847412124 -0.3172925859689712 0.078456107527017607 6.6849999427795419 1.2150000333786013 -0.7374185025691985 2 -0.92384436726570118 3.2749999761581425 0.87878364324569713 7.9500000476837167 18.250000000000004 113.40000152587892 214.24497222900393 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 11 4 5 6 7 16 15 17 -8 14 -6 -12 -1 -5 -3 -7 -9 -4 -2 -22 24 -24 -14 26 -15 28 -25 -21 right_child=20 3 19 8 12 9 10 18 -10 -11 13 -13 22 25 -16 -17 -18 -19 -20 29 21 -23 23 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.00084999299107023927 0.002750000294123995 0.00023047976320833262 0.00039756673651379664 -0.0014597395225065429 0.0088558408439107627 0.0086167615510518349 -0.0015554964413228367 0.010011604387644549 0.0022985492982880453 -0.0011538509378361606 0.0074361154922735501 -0.00088346278126101249 0.00060028635984464779 0.0049618752718992845 0.0018142566350283177 0.0028941232282703091 -0.0027632476148270213 0.00096599347882268284 0.0016593794756957017 0.048162685940737159 -0.013692602229701721 -0.0035068324893512883 0.016165618190084621 0.0017587318493729111 -0.0077176851039921085 -0.0048573575219364477 0.0016511794627431062 0.0062435327216869606 -0.011590222781182255 0.0091816104075730862 leaf_weight=32565 2383 487382 2261 106896 2917 2805 12770 2893 15720 123059 4778 291321 9614 12852 44194 6908 14042 8070 3681 67 1294 7869 719 48631 2474 2283 73062 5123 579 2238 leaf_count=32565 2383 487382 2261 106896 2917 2805 12770 2893 15720 123059 4778 291321 9614 12852 44194 6908 14042 8070 3681 67 1294 7869 719 48631 2474 2283 73062 5123 579 2238 internal_value=2.71843e-06 3.21082e-05 -0.000483537 0.00023496 0.000394361 0.000250837 0.000484847 0.000213784 -0.000771398 -0.000821495 0.00178703 -0.00055657 0.0019261 0.00224605 0.000684075 -0.00119546 0.000146643 0.00293936 0.00533492 0.00540391 -0.00335703 -0.00494527 0.00162503 0.00222344 -0.00110121 0.00196514 0.00214643 0.00203935 0.00160167 0.0103147 internal_weight=1.33145e+06 1.3199e+06 372646 947258 817734 747677 613743 507998 129524 133934 105745 368080 70057 92975 76759 113804 501424 10875 6574 4566 11546 9163 67140 55052 12088 88197 85914 54333 49210 2305 internal_count=1331450 1319904 372646 947258 817734 747677 613743 507998 129524 133934 105745 368080 70057 92975 76759 113804 501424 10875 6574 4566 11546 9163 67140 55052 12088 88197 85914 54333 49210 2305 cat_boundaries=0 1 2 3 cat_threshold=6144 122 2144 is_linear=0 shrinkage=0.05 Tree=121 num_leaves=31 num_cat=3 split_feature=136 106 92 22 114 8 6 5 7 80 35 136 31 7 15 65 4 23 38 127 122 72 52 136 15 120 5 7 13 43 split_gain=51.8208 88.2759 59.6364 64.7562 54.1703 54.0679 69.4573 52.6128 62.4949 73.4086 69.5046 54.0074 49.8096 45.6798 45.0685 44.7842 44.1842 43.7114 41.0942 40.1074 39.2188 38.7109 41.2897 37.8883 43.3218 48.9544 37.6802 37.4849 37.2719 51.537 threshold=0 -0.90788334608077992 0.069759223610162749 8.0150003433227557 -0.72534674406051625 11.750000000000002 10.150000095367433 13.949999809265138 11.34999990463257 305.48274230957037 9.3499999046325701 1 1025.350036621094 20.500000000000004 2.054999947547913 23.224999427795414 13.449999809265138 6.2049999237060556 12.750000000000002 0.608738273382187 -0.94260558485984791 0.88731247186660778 15.125000000000002 2 2.0349999666213994 0.36648726463317877 8.0500001907348651 15.34999990463257 3.2150000333786015 13.150000095367433 decision_type=1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 -1 19 5 12 20 8 9 15 26 -10 23 -6 -14 18 -8 27 -2 -4 -7 22 -17 28 -25 -26 -11 -13 -3 -30 right_child=7 4 3 -5 13 6 16 -9 11 10 -12 17 14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=0.0003972158970768995 0.00060220601424808826 0.00066115338136592868 0.0089829294271993147 0.0021474783243372424 -0.00045338706134731506 0.017860067390477446 -0.0006550069414258384 -0.0046935199575297831 -0.0064755818634020523 -0.0041579460265601309 -0.0013893927637832256 0.0037795593942504995 0.0071065084571582246 0.073293221085554069 0.0010282755629373447 -0.0037437582622198984 0.0046862301917093589 0.0004389249431542648 -0.00033152477279409031 0.0019394114387850687 0.0038083536381767606 -0.0049530678546530447 0.00039717682216972716 0.00049815740282433459 -0.00055949033392180909 -0.0040328048088147201 -0.012370296127532168 0.015830905705431685 0.0029435500837163655 0.016312945066150487 leaf_weight=28252 165011 51610 6949 25323 230813 508 21062 6706 1783 4163 62540 14638 4869 21 8162 9081 4744 13912 412170 2850 22060 8035 17858 102419 81259 11592 2102 675 9503 780 leaf_count=28252 165011 51610 6949 25323 230813 508 21062 6706 1783 4163 62540 14638 4869 21 8162 9081 4744 13912 412170 2850 22060 8035 17858 102419 81259 11592 2102 675 9503 780 internal_value=2.58229e-06 0.000340391 0.00210737 0.00348301 0.000136575 0.000559199 0.00209867 -0.000285451 -0.000243935 -0.000343898 -0.00189237 0.00195132 0.000283582 -0.000446678 0.00329939 -0.000169853 0.00032689 0.00246682 -6.45793e-05 0.00693435 0.00412465 -0.00190719 -0.000998711 0.000130764 -0.000210934 -0.000993117 -0.00691331 0.00431079 0.00120865 0.00395766 internal_weight=1.33145e+06 612776 63374 35122 549402 318568 48374 718674 711968 680960 68805 31008 270194 230834 13031 612155 25806 29225 577181 9799 22568 34974 26939 257163 195270 92851 6265 15313 61893 10283 internal_count=1331450 612776 63374 35122 549402 318568 48374 718674 711968 680960 68805 31008 270194 230834 13031 612155 25806 29225 577181 9799 22568 34974 26939 257163 195270 92851 6265 15313 61893 10283 cat_boundaries=0 1 2 3 cat_threshold=1822 32 24 is_linear=0 shrinkage=0.05 Tree=122 num_leaves=31 num_cat=1 split_feature=112 136 122 15 12 14 8 10 38 125 8 122 60 8 125 126 24 19 21 15 28 33 79 7 20 111 34 5 4 77 split_gain=48.5582 67.9215 63.7153 59.4331 89.2048 66.9341 58.7351 73.057 56.0611 53.9024 81.0943 49.6896 46.4221 44.8869 43.969 43.3943 55.7877 41.0658 49.2987 49.1683 41.0698 44.705 43.7773 41.007 69.8323 63.9216 55.9107 39.1106 38.9275 38.8795 threshold=-0.63605400919914235 0 -0.71322327852249134 2.1950000524520878 1.8949999809265139 1.685000002384186 12.750000000000002 11.949999809265138 14.150000095367433 0.18222858756780627 5.2500000000000009 0.68832838535308849 0.86474883556365978 17.750000000000004 0.98624804615974437 -0.41467745602130884 292.50000000000006 6.4600000381469735 5.3949999809265146 1.1950000524520876 1017.6499938964845 11.750000000000002 9.2150001525878924 1.0000000180025095e-35 8.5050001144409197 0.42858108878135687 15.449999809265138 6.4500000476837167 3.1499999761581425 36.585000991821296 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 -4 -6 8 -8 9 10 -1 13 15 23 -2 16 28 19 -19 27 21 -20 -22 24 25 29 -26 -17 -3 -5 right_child=14 12 3 11 5 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 17 -18 18 20 -21 22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.0022810439898280003 -0.00075534949845219878 8.77327637571781e-05 0.00020431444826513436 0.01667355571254445 0.0081773818440597033 0.0021286021370741618 0.015510773636844105 0.0029994071563593143 0.00035074877885338718 0.0018128301146436183 0.011466694119855084 -0.0033341720666085818 -0.003032023283506114 0.0066921494120993803 0.0017668748144729499 0.00053791530160655356 -0.0010284474344706633 -0.0017361894788966332 0.00098058714312737388 0.0025079329615427101 -0.00042695489431392213 -0.00041096874464515944 -0.0024515189337205247 -0.00040790483907393241 -0.007027303762049005 0.004390304698442777 0.011229332310964688 -0.0047868637709663799 0.0020472417439453159 0.058164325787029306 leaf_weight=5677 258451 42435 109820 759 5067 46962 1700 3720 43919 25502 4166 12871 13743 2399 18517 12614 35718 64406 98943 26406 119265 138515 34403 131325 2009 3865 530 4746 62936 61 leaf_count=5677 258451 42435 109820 759 5067 46962 1700 3720 43919 25502 4166 12871 13743 2399 18517 12614 35718 64406 98943 26406 119265 138515 34403 131325 2009 3865 530 4746 62936 61 internal_value=2.45074e-06 0.000157202 0.000670131 0.000343442 0.00101228 0.00271768 0.00188797 0.00692364 0.00154364 0.0030259 0.00616882 -0.000360308 -0.000156737 -8.87431e-05 -0.000586723 -9.5035e-05 0.000679245 -0.000313827 -0.00045438 0.00114909 -0.000243306 0.000168859 -0.000880212 -0.000206155 0.00346144 0.00708042 -0.00321635 -0.000917811 0.00125811 0.0197601 internal_weight=1.33145e+06 1.05448e+06 400352 315668 161849 52029 84684 5420 79264 35345 9843 153819 654130 140948 276968 640387 141089 499298 455532 43766 391126 237458 153668 138549 7224 4685 2539 17360 105371 820 internal_count=1331450 1054482 400352 315668 161849 52029 84684 5420 79264 35345 9843 153819 654130 140948 276968 640387 141089 499298 455532 43766 391126 237458 153668 138549 7224 4685 2539 17360 105371 820 cat_boundaries=0 1 cat_threshold=1818 is_linear=0 shrinkage=0.05 Tree=123 num_leaves=31 num_cat=1 split_feature=67 52 54 66 76 106 6 55 134 21 105 54 52 122 78 29 71 79 8 12 84 16 36 19 52 52 60 23 136 5 split_gain=47.8399 63.1762 137.279 110.25 107.918 88.3086 70.49 60.7295 54.5031 52.6256 52.4465 50.5509 102.293 56.1046 47.6769 43.1594 41.7295 45.694 56.5683 41.0801 40.5383 40.5033 48.4563 39.7595 38.9913 38.1294 43.9477 37.3751 37.2609 36.3497 threshold=64.43500137329103 6.8150000572204599 6.2049999237060556 20.464999198913578 19.394999504089359 -0.067661471664905534 8.5500001907348651 2.8750000000000004 1020.7500000000001 8.5749998092651385 -0.26021358370780939 19.195000648498539 17.085000038146976 0.28400452435016638 33.354999542236335 1031.2500000000002 228.27140045166018 16.535000801086429 16.849999427795414 0.51499998569488536 0.78322449326515209 13.344999790191652 11.050000190734865 6.4600000381469735 15.72499990463257 27.064999580383304 0.77461454272270214 9.0050001144409197 0 5.7500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 3 5 9 11 7 14 -3 10 15 16 12 -4 25 -6 19 -8 18 -18 -1 -16 -2 -23 29 -9 -13 -27 -25 -12 -21 right_child=21 2 4 -5 6 -7 8 24 -10 -11 28 13 -14 -15 20 -17 17 -19 -20 23 -22 22 -24 27 -26 26 -28 -29 -30 -31 leaf_value=-0.0045364472019831887 -0.0042526506082371006 0.0097986748815065468 -0.00025405294142690854 -0.0029023829083494948 0.0040111850259901436 -0.0016664418898711863 -0.0078851294478446531 0.0031943836674222467 -0.015038481753323113 0.00099665261863923294 0.01965733572977427 -0.0019060452528272414 0.0037081163851392439 -0.0032728135672434526 0.020387170200956886 0.010955069690496217 0.0044176719916863743 0.0012230975614753086 0.019206918233287761 0.0020288538977991026 0.0065921649793293131 -0.0087193601834987221 0.0034394608982871765 -0.0003102420453719316 0.012496760440250767 0.0023337473724864967 -0.00069970284671338806 0.0020216308069193729 -0.0042681042612630121 -8.5873849520825684e-05 leaf_weight=5380 11801 5874 73016 34912 14260 5447 994 15300 516 108356 159 26518 20968 21152 858 871 7136 19024 711 37978 1404 1020 4167 795373 1216 19034 32036 17563 4701 43705 leaf_count=5380 11801 5874 73016 34912 14260 5447 994 15300 516 108356 159 26518 20968 21152 858 871 7136 19024 711 37978 1404 1020 4167 795373 1216 19034 32036 17563 4701 43705 internal_value=2.3282e-06 3.64004e-05 0.000717655 -0.000139974 0.00033589 0.0040432 0.0024117 0.00543223 0.00108499 -4.44147e-05 0.00133922 -0.000200101 0.000629914 -0.000990138 0.00508093 -0.000169634 0.00217517 0.00254731 0.00575769 -0.0001804 0.0118248 -0.00263404 0.00104848 -0.000154204 0.00387928 -0.000367836 0.000430877 -0.000259863 -0.00345369 0.000897356 internal_weight=1.33145e+06 1.31446e+06 270324 1.04414e+06 242487 27837 49763 22390 33241 1.00923e+06 32725 192724 93984 98740 16522 900870 27865 26871 7847 899999 2262 16988 5187 894619 16516 77588 51070 812936 4860 81683 internal_count=1331450 1314462 270324 1044138 242487 27837 49763 22390 33241 1009226 32725 192724 93984 98740 16522 900870 27865 26871 7847 899999 2262 16988 5187 894619 16516 77588 51070 812936 4860 81683 cat_boundaries=0 1 cat_threshold=4 is_linear=0 shrinkage=0.05 Tree=124 num_leaves=31 num_cat=3 split_feature=40 33 28 30 1 120 112 37 105 15 52 67 54 76 28 28 136 119 79 33 136 29 6 35 39 1 28 136 106 11 split_gain=47.6813 44.0866 62.6331 68.6367 59.5652 53.3261 50.9961 64.3612 51.5391 46.7367 54.3991 114.986 88.9682 78.924 55.355 53.2236 58.1049 48.6053 48.3888 46.127 45.6097 73.0934 45.4781 45.0971 42.636 42.0827 39.4602 37.408 47.9315 37.1225 threshold=-1.0000000180025095e-35 15.84999990463257 1012.2500000000001 1012.7500000000001 240.50000000000003 0.94260558485984813 -0.94260558485984791 14.650000095367433 -0.95436266064643849 3.7250000238418584 11.015000343322756 22.125000000000004 13.675000190734865 28.045000076293949 1026.2500000000002 1022.6499938964845 0 -0.85260769724845875 7.3550000190734872 11.650000095367433 1 1000.4500122070314 10.250000000000002 7.6499998569488534 15.650000095367433 160.50000000000003 1030.049987792969 2 -0.87263005971908558 1.8499999642372134 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 1 2 2 left_child=-1 2 3 6 -5 9 7 8 19 10 11 26 14 27 -12 16 17 -11 -13 -2 21 25 -8 -19 -3 -10 -4 -14 -29 -15 right_child=1 24 5 4 -6 -7 22 -9 20 15 12 18 13 29 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.01142650689014677 0.01454920934856048 -0.0029199924150970563 5.4439457501748438e-05 0.0071372596880549246 0.001479063434526612 -0.0017912672160065723 0.00053423537784038884 -0.00073710178274573638 -0.0054756896267645063 0.024932126266017488 0.0029541858968934035 0.0034553185908541718 -0.0013033951198007361 0.01730936662851244 0.013271486808181694 -0.0048228676431073033 -0.0021459200024856024 -0.0081199240660698568 -0.0035618790808125121 0.0044000673488133937 0.0016068792891482473 0.0056119839183156996 -0.0016877610134857027 0.0026951948436982395 -0.00043785285630351884 0.04657017686732124 0.0066568857105870479 0.0026657196958046908 -0.00039076579994548675 0.0041809296454137414 leaf_weight=912 1662 19148 644359 7643 11883 42398 134362 16102 50 230 29037 2679 37278 582 1361 9739 22275 1059 29611 3430 29258 4051 27791 10732 179330 174 2271 20457 34389 7197 leaf_count=912 1662 19148 644359 7643 11883 42398 134362 16102 50 230 29037 2679 37278 582 1361 9739 22275 1059 29611 3430 29258 4051 27791 10732 179330 174 2271 20457 34389 7197 internal_value=2.21757e-06 1.00512e-05 0.000130564 0.000854463 0.00369383 -6.05081e-05 0.00059883 0.00191858 0.00302568 2.54927e-05 0.000111815 -6.77807e-05 0.00104758 0.000326895 0.00341612 -0.00156084 -0.000634523 0.00216609 -0.00297968 0.00771269 0.00231395 0.00713269 0.000153413 0.00172384 -0.000677315 0.0349528 7.76276e-05 -8.14816e-05 0.000749136 0.00516316 internal_weight=1.33145e+06 1.33054e+06 1.13206e+06 236406 19526 895654 216880 54727 38625 853256 809221 678920 130301 99903 30398 44035 34296 12021 32290 5092 33533 4275 162153 11791 198478 224 646630 92124 54846 7779 internal_count=1331450 1330538 1132060 236406 19526 895654 216880 54727 38625 853256 809221 678920 130301 99903 30398 44035 34296 12021 32290 5092 33533 4275 162153 11791 198478 224 646630 92124 54846 7779 cat_boundaries=0 1 2 3 cat_threshold=152 1038 2273 is_linear=0 shrinkage=0.05 Tree=125 num_leaves=31 num_cat=2 split_feature=61 52 54 66 123 106 34 52 55 56 28 43 136 110 12 19 122 28 20 4 78 22 92 136 28 54 104 12 119 126 split_gain=50.4399 110.966 109.197 92.8701 61.1751 59.9483 51.019 82.4105 88.8677 71.0501 56.7043 49.1996 47.7237 59.2065 45.7189 44.8509 44.1522 92.5462 43.8885 48.1617 49.2232 43.6474 41.5381 40.8775 39.8932 39.6248 38.3583 37.8743 58.0742 42.2246 threshold=0.83165308833122265 15.125000000000002 14.75500011444092 22.634999275207523 0.53727915883064281 -0.067661471664905534 13.750000000000002 2.6950000524520878 3.2050000429153447 235.75247192382815 1014.4500122070314 11.150000095367433 0 0.38465401530265814 3.2150000333786015 9.5450000762939471 -0.71322327852249134 1006.8500061035157 7.8350000381469735 12.84999990463257 11.605000019073488 7.3750000000000009 -0.33242416381835932 1 1032.4500122070315 62.864999771118171 -0.6690581440925597 4.2349998950958261 -0.50751903653144825 -0.94828754663467396 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 3 5 6 12 -3 7 -1 9 -9 22 27 -4 16 -13 -5 17 25 19 -15 -21 -19 -10 26 -12 -14 -2 -8 29 -29 right_child=23 2 4 15 -6 -7 11 8 10 -11 24 14 13 18 -16 -17 -18 21 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=1.7096069835086692e-05 0.00091156650722106674 0.0055944097767807038 -0.0010860266794995412 0.00080594949710641184 -0.0025002668206079112 -0.0018737735644815748 -0.00094522681854706928 0.00076531358869184754 0.00084255209325977956 0.0056385015387023958 -0.00018521998615936394 2.6938346073395847e-05 0.021770497330914389 0.0019187374621072947 0.004382423116251726 -0.0028851844968967259 0.0027160373551318572 0.022860605980405582 -0.00036546036808609092 0.047915252984008366 0.0088405964880558345 0.0053778898318722831 0.0046925515807749729 -0.0025347742800354471 0.023856243029549029 0.070587299186258751 -0.0056407138999023656 0.086077922673370597 0.0049426498248503941 0.018063206875866111 leaf_weight=530960 20353 19925 17878 10262 12491 3106 231742 12250 15840 19207 66447 198171 89 18091 6214 41559 18152 387 30400 85 1556 4607 12562 34441 173 78 2509 39 883 55 leaf_count=530960 20353 19925 17878 10262 12491 3106 231742 12250 15840 19207 66447 198171 89 18091 6214 41559 18152 387 30400 85 1556 4607 12562 34441 173 78 2509 39 883 55 internal_value=4.00714e-06 6.93182e-05 0.00147258 -8.59527e-05 0.000781598 0.00458724 1.197e-05 0.000290316 0.00143729 0.00374078 0.000674725 -0.000406684 0.00123049 0.00179428 0.00015936 -0.00215424 0.00387629 0.00795706 0.000826431 0.00266271 0.0108646 0.00673268 0.00254538 -0.00144713 -0.000122789 0.0445712 0.0001924 -0.000903811 0.00892004 0.0462821 internal_weight=1.33051e+06 1.27321e+06 126845 1.14636e+06 103814 23031 1.09454e+06 657439 126479 31457 95022 437104 91323 73445 204385 51821 23313 5161 50132 19732 1641 4994 28402 57303 66620 167 22862 232719 977 94 internal_count=1330512 1273209 126845 1146364 103814 23031 1094543 657439 126479 31457 95022 437104 91323 73445 204385 51821 23313 5161 50132 19732 1641 4994 28402 57303 66620 167 22862 232719 977 94 cat_boundaries=0 1 2 cat_threshold=2272 4608 is_linear=0 shrinkage=0.05 Tree=126 num_leaves=31 num_cat=0 split_feature=17 15 52 54 66 119 76 33 25 16 52 19 79 76 120 28 52 28 55 109 69 28 13 40 16 23 19 8 56 36 split_gain=48.8651 69.1794 71.0312 93.4504 78.3564 67.3952 64.5679 55.1381 54.4929 68.3904 51.9673 51.4667 54.7619 50.6566 46.4441 56.5768 46.0486 90.1774 48.4096 45.1695 44.3531 44.2649 47.7368 43.5105 42.1268 49.6968 41.8986 39.747 39.165 37.7658 threshold=14.550000190734865 3.8649998903274541 15.125000000000002 20.98499965667725 25.884999275207523 -0.79332312941551197 27.634999275207523 12.550000190734865 219.50000000000003 13.344999790191652 43.135000228881843 14.550000190734865 8.1849999427795428 40.944999694824226 0.39873388409614569 1.0000000180025095e-35 2.054999947547913 1013.5499877929689 3.2050000429153447 -0.94364041090011586 277.46408081054693 1018.7500000000001 5.2950000762939462 6.1499998569488534 13.344999790191652 7.8650000095367441 14.550000190734865 23.550000190734867 234.05584716796878 11.449999809265138 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 7 14 10 16 -2 -10 -5 12 -11 29 15 -3 23 19 -19 -18 -15 22 -13 -1 25 -7 -12 -17 -21 -9 right_child=8 5 3 6 -6 24 -8 13 9 11 26 21 -14 20 -16 27 17 18 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00031055509095308389 -0.0004778530858565675 -0.027979006112119273 0.003608490657451269 -0.0016341856799736529 -0.0024226706873725599 -0.0012034878220764519 0.0046531208948156332 -0.0039564660663390372 0.0035975592985040329 0.0027866964391093409 0.004291442819010065 0.00070624788113186714 -0.00058852854178405637 -0.016902421038523845 -0.0063061030681362332 0.012127832587073808 -0.0050394448180062085 0.0025648433306698516 -0.00040952661033927376 0.0020754503288120747 -0.0032325651587779831 -0.0010643089214668912 0.0092396775643571998 0.0010325927381511946 -0.00033226584816814752 -0.0061138148940934629 -0.0013518423838939845 0.071270912654440979 0.0069943913998259111 -0.00036060667603358168 leaf_weight=220812 84296 88 29062 33309 38158 8478 6774 7411 23090 44526 8191 63921 16460 812 528 1391 1167 19752 44499 6525 2204 48736 1682 82945 10538 13138 5496 29 10654 495840 leaf_count=220812 84296 88 29062 33309 38158 8478 6774 7411 23090 44526 8191 63921 16460 812 528 1391 1167 19752 44499 6525 2204 48736 1682 82945 10538 13138 5496 29 10654 495840 internal_value=3.80542e-06 -0.00015359 -7.89738e-05 0.00132411 -0.000203837 -0.00236569 8.94297e-05 -0.000108986 0.000587154 0.00103962 -0.00056838 0.000702742 0.00187573 -0.000452279 0.00645624 0.0109247 0.000340856 0.00138766 0.000504852 0.00447942 -0.00691291 7.70957e-05 0.000925037 5.62098e-05 -0.0029243 -0.00418794 0.00202539 0.0133357 0.00512606 -0.00041356 internal_weight=1.33051e+06 1.0478e+06 1.01361e+06 82832 930779 34190 53770 892621 282711 198415 46996 175325 60986 506267 2036 1508 386354 82597 64251 18346 3016 114339 65603 303757 32154 21616 13687 1420 17179 503251 internal_count=1330512 1047801 1013611 82832 930779 34190 53770 892621 282711 198415 46996 175325 60986 506267 2036 1508 386354 82597 64251 18346 3016 114339 65603 303757 32154 21616 13687 1420 17179 503251 is_linear=0 shrinkage=0.05 Tree=127 num_leaves=31 num_cat=1 split_feature=92 61 52 54 66 120 28 54 8 78 57 66 52 55 21 135 11 20 28 6 136 105 33 28 104 92 28 54 71 108 split_gain=46.5731 48.285 81.0245 135.052 82.3915 69.7968 70.1113 72.7089 63.1179 67.616 57.1963 56.5008 46.1519 97.7044 62.2839 46.5728 44.7558 78.5579 44.3644 44.1918 44.1307 43.4219 43.0995 48.0384 42.0896 41.5331 40.8374 40.7226 39.3982 39.7465 threshold=-0.8304268717765807 0.85679033398628246 8.6350002288818377 9.3649997711181658 19.054999351501468 -0.5663846731185912 1006.4500122070314 92.139999389648452 13.34999990463257 13.335000038146974 277.21234130859381 1.0000000180025095e-35 1.8149999976158144 1.935000002384186 8.3350000381469744 1029.7500000000002 0.35000000894069677 8.1750001907348651 1018.0499877929689 10.050000190734865 0 -0.63603758811950672 13.750000000000002 1014.4500122070314 -0.7981051206588744 -0.12868344783782956 1032.4500122070315 4.2550001144409189 278.04559326171881 0.21709325164556506 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 11 12 6 7 19 28 -10 -9 -4 14 25 -2 -16 17 -7 -6 -5 -3 -18 23 -15 -12 -14 -25 -13 -8 -30 right_child=1 20 3 5 18 16 8 10 9 -11 24 27 13 22 15 -17 21 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31 leaf_value=-0.00086858306356707752 -0.00028196733199549879 -0.00032576293326009258 -0.0019426883540212974 0.020628337392822448 -0.0010421123470363185 0.0072323211581862782 -0.0013823008862043475 0.010873647409825936 0.018954425791432021 0.0042775916624177993 0.087565426871180532 0.0095557470361468874 0.0014239065111506337 0.0031326416014705672 0.00094983724930872496 0.069201291516423222 5.5501567061329977e-05 -0.0014585009910669106 -0.0044215609666721284 -0.0033455000853721581 -0.0038662256023994676 -0.0023591431867963329 -0.00077574711837096692 0.00017961755917888746 0.021162199255611219 0.0053106960264524983 0.026752856965497909 0.0040643206804323387 0.0054907659118320221 0.0011572124666234176 leaf_weight=137264 640481 23323 3453 380 30136 5221 12102 80 911 5662 75 3929 12566 20441 118856 25 75208 5180 14329 389 14134 24744 55165 49961 35 15171 145 23987 6390 30769 leaf_count=137264 640481 23323 3453 380 30136 5221 12102 80 911 5662 75 3929 12566 20441 118856 25 75208 5180 14329 389 14134 24744 55165 49961 35 15171 145 23987 6390 30769 internal_value=3.61515e-06 0.000103948 0.000161206 0.00108051 -2.94354e-05 0.000515541 0.00193979 0.0153445 0.00170955 0.00631176 0.043042 0.0040909 7.29437e-05 0.000863835 -8.68767e-05 0.00096419 -0.000217444 0.00290404 -0.00213115 0.00850113 -0.00166284 -0.000542265 0.000271201 0.00108987 0.0664371 0.00354982 0.000256517 0.0048372 0.00109546 0.00190243 internal_weight=1.33051e+06 1.19325e+06 1.15579e+06 198515 957276 167146 56793 959 55834 6573 190 31369 912811 153449 759362 118881 110353 10401 44465 769 37457 99952 125712 70547 110 27737 50106 27916 49261 37159 internal_count=1330512 1193248 1155791 198515 957276 167146 56793 959 55834 6573 190 31369 912811 153449 759362 118881 110353 10401 44465 769 37457 99952 125712 70547 110 27737 50106 27916 49261 37159 cat_boundaries=0 1 cat_threshold=2688 is_linear=0 shrinkage=0.05 Tree=128 num_leaves=31 num_cat=3 split_feature=17 120 136 77 56 136 104 8 22 8 66 124 31 28 2 30 8 15 77 132 30 39 28 13 15 9 136 126 6 8 split_gain=45.0264 46.7329 75.2225 91.4929 74.9117 71.9067 89.6081 81.0649 64.0407 60.1461 57.8476 57.722 66.5269 80.628 53.0507 51.2574 50.6448 49.2906 51.5955 46.7176 46.4966 51.3602 46.111 45.3262 49.8886 44.0833 43.6818 40.8972 54.375 70.3935 threshold=20.524999618530277 0.04361772537231446 0 7.2750000953674325 279.17456054687506 1 -0.91287818551063526 11.750000000000002 8.055000305175783 17.050000190734867 50.895000457763679 -0.14780378341674802 1015.6499938964845 1015.9500122070314 150.50000000000003 997.54998779296886 7.1499998569488534 1.6449999809265139 4.5450000762939462 1013.7500000000001 997.54998779296886 12.250000000000002 1007.8500061035157 5.5850000381469735 4.0150001049041757 15.050000190734865 2 0.94260558485984813 6.7500000000000009 7.6499998569488534 decision_type=2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 4 20 11 23 25 7 8 -7 17 -11 12 -4 -14 16 -16 -5 -8 -19 -20 21 -3 -9 27 -25 -6 -15 28 29 -1 right_child=-2 2 3 14 5 6 9 22 -10 10 -12 -13 13 26 15 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00015630037199800944 0.0046782394405400513 0.020154617382939402 -0.0012086955025668459 -0.003734579320343745 -0.00033239473453392919 0.0069948984532579271 0.0029442844112345127 0.035102645241412628 0.0017853382336749598 0.01252583080729709 -0.0019274752454943541 -0.0019971053470716504 0.0079616959086777316 0.0034662316763683638 0.041153834514090493 -0.0023354657807327641 -0.010423872089349159 -0.0032637950794973283 0.00092527630246422559 -0.0034797604791937894 0.00012645605266357855 -0.00077892450767188875 0.011213586643728696 -0.0078277168686889855 0.013351416778900166 -0.0060193396016610225 -0.00094970479511793124 0.0010252981498027186 -0.00080497684118324871 0.0014752537700286911 leaf_weight=418303 5131 611 33629 6928 40232 8271 21442 234 20572 2099 1033 49988 4838 9491 68 18695 4783 9182 95905 6422 150284 563 1477 362 1199 3723 13634 74918 247975 78520 leaf_count=418303 5131 611 33629 6928 40232 8271 21442 234 20572 2099 1033 49988 4838 9491 68 18695 4783 9182 95905 6422 150284 563 1477 362 1199 3723 13634 74918 247975 78520 internal_value=3.43282e-06 -1.46649e-05 -0.000571351 -0.00139781 0.000143683 0.000984994 0.00145946 0.0039065 0.00327923 0.000910146 0.00775882 -0.000734764 0.000289751 0.00209182 -0.003826 -0.00217785 -0.00646662 0.000748808 0.000326641 0.000648818 0.000203873 0.0101158 0.0144807 -7.20465e-05 0.00843992 -0.000813895 0.000863779 -8.8256e-05 -0.000200267 0.000101557 internal_weight=1.33051e+06 1.32538e+06 293512 142054 1.03187e+06 210592 166637 30554 28843 136083 3132 111580 61592 27963 30474 18763 11711 132951 111509 102327 151458 1174 1711 821277 1561 43955 23125 819716 744798 496823 internal_count=1330512 1325381 293512 142054 1031869 210592 166637 30554 28843 136083 3132 111580 61592 27963 30474 18763 11711 132951 111509 102327 151458 1174 1711 821277 1561 43955 23125 819716 744798 496823 cat_boundaries=0 1 2 3 cat_threshold=2204 2272 578 is_linear=0 shrinkage=0.05 Tree=129 num_leaves=31 num_cat=3 split_feature=61 52 54 66 122 28 1 106 19 112 136 28 105 31 31 127 64 16 19 4 136 15 122 127 122 16 24 136 119 104 split_gain=45.3489 112.83 74.1453 72.4254 47.0941 47.3806 70.0864 42.1958 42.0113 41.831 54.0357 41.4714 42.7374 39.2653 38.9723 45.9383 41.7405 36.3186 45.0689 42.8003 50.9713 41.624 37.306 38.0374 35.3306 44.1226 58.3454 47.5131 34.8301 34.6184 threshold=0.79618269205093395 15.125000000000002 15.34500026702881 22.32499980926514 0.46173103153705602 1012.4500122070314 204.50000000000003 -0.067661471664905534 9.5450000762939471 -0.63605400919914235 0 1012.5499877929689 -0.96972835063934315 1014.4500122070314 1016.6499938964845 0.87878364324569713 10.585000038146974 13.344999790191652 13.344999790191652 9.9499998092651385 1 3.3549998998641972 -0.36648726463317866 0.90255093574523937 -0.33379416167736048 6.9049999713897714 108.50000000000001 2 0.58068084716796886 -0.90008628368377674 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 left_child=1 3 7 9 5 6 -4 -3 -5 10 11 12 -1 -8 -7 16 -16 19 28 21 29 -12 23 -22 -11 26 -26 -28 -19 -21 right_child=-2 2 4 8 -6 14 13 -9 -10 24 17 -13 -14 -15 15 -17 -18 18 -20 20 22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.016666734315449669 -0.0011053230020212088 0.00493248395869182 0.0011947020895878907 0.0009223985260936393 -0.0019895430512864884 -0.001054331440829642 0.0075287009994443573 -0.0015439182159519582 -0.0026370331731878863 -0.0010749004339044425 -0.00026834674872863571 0.00067201771792722192 0.0025785878764069503 0.022358727208819679 -0.00064304235970307974 -0.001121990530756019 0.003659195702121846 0.0025225965066697636 4.9748840774830087e-05 0.022999584608685435 -9.6137378749964271e-05 -0.0037359059598207562 0.0035366348096504425 -0.0068030176250571317 -0.0071276216865977489 -0.00027715361976029981 0.011448958911994565 0.0025125595675432764 -0.00065403130921839938 0.0032477047263611059 leaf_weight=550 86269 20334 6987 10422 11801 18519 4091 2870 40520 139858 480873 120270 25348 501 7348 10784 24223 41975 95545 225 27802 8813 6632 2288 1389 93954 1692 11997 10862 15770 leaf_count=550 86269 20334 6987 10422 11801 18519 4091 2870 40520 139858 480873 120270 25348 501 7348 10784 24223 41975 95545 225 27802 8813 6632 2288 1389 93954 1692 11997 10862 15770 internal_value=3.26212e-06 8.01254e-05 0.00162876 -6.62641e-05 0.000939508 0.00141659 0.0043483 0.00413145 -0.00190882 2.01791e-05 0.000189414 0.00106276 0.00287778 0.0091467 0.000858937 0.00169548 0.00265787 4.60044e-06 0.000697761 -0.000185023 0.00116866 -0.000330753 0.000142025 -0.000606119 -0.000548913 0.000125784 0.00263657 0.00362732 0.00186956 0.00352335 internal_weight=1.33051e+06 1.24424e+06 107458 1.13678e+06 84254 72453 11579 23204 50942 1.08584e+06 836953 146168 25898 4592 60874 42355 31571 690785 148382 542403 52717 489686 36722 30090 248890 109032 15078 13689 52837 15995 internal_count=1330512 1244243 107458 1136785 84254 72453 11579 23204 50942 1085843 836953 146168 25898 4592 60874 42355 31571 690785 148382 542403 52717 489686 36722 30090 248890 109032 15078 13689 52837 15995 cat_boundaries=0 1 2 3 cat_threshold=280 1539 100 is_linear=0 shrinkage=0.05 Tree=130 num_leaves=31 num_cat=1 split_feature=67 7 52 55 66 71 76 6 54 29 79 76 104 115 11 136 76 42 64 132 39 134 30 19 8 67 8 102 54 29 split_gain=46.8241 64.044 47.5139 105.444 88.0625 85.1805 81.2971 72.1323 59.2055 54.7302 51.8992 77.8934 56.7353 45.2521 44.4338 42.3648 52.9141 41.8197 41.679 41.4126 40.6882 39.794 43.3072 41.7689 39.0317 38.6283 37.3959 43.9732 35.7604 36.0392 threshold=58.699998855590827 14.550000190734865 4.2149999141693124 4.2750000953674325 10.184999942779543 223.38359069824222 21.785000801086429 7.9500000476837167 2.5349999666213994 1019.7500000000001 10.164999961853029 9.6649999618530291 -0.87680089473724354 -0.8703225553035735 1.0000000180025095e-35 0 15.355000019073488 0.35000000894069677 26.875000000000004 1021.9500122070314 10.34999990463257 1024.2500000000002 1019.4500122070314 13.344999790191652 14.34999990463257 12.815000057220461 15.750000000000002 0.23126594722270968 25.175000190734867 1031.850036621094 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 13 18 10 -8 -7 -6 11 12 21 15 -13 16 -1 -3 -4 20 -9 22 -5 -24 -12 -16 -22 -28 29 -14 right_child=-2 17 3 6 9 8 7 19 -10 -11 24 14 28 -15 25 -17 -18 -19 -20 -21 26 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-9.2317016378998327e-06 -0.002299340261635122 0.0066435214375915406 3.8875808166283735e-05 -0.00010909985734968991 -0.0012495961323044551 0.0079904267876228507 0.0059284983862235227 -0.0043443127358147957 0.0027292666398265452 -0.004941087325395224 -0.0012725763050728377 0.011481746649229569 -0.00061977831004653887 -0.00037910051816544913 0.00028954364970447546 0.00090414312938740448 -0.0054611694052072732 -0.0015388076024130371 -0.0078869505483439798 -0.016751865660855268 0.00093569395194626241 0.018619088343450257 0.0052890923922951924 0.00085549273877266816 0.0081147775765606864 0.0042644767646477016 -0.0011709505812615591 0.0085071730043606384 -0.0033057686067954361 0.028430468339264117 leaf_weight=223330 21890 5913 7387 47195 52359 6229 9714 3000 37780 12423 90713 1408 47941 477105 11805 182684 4541 2122 2139 324 24862 313 8625 13831 1121 12674 1703 3776 15669 107 leaf_count=223330 21890 5913 7387 47195 52359 6229 9714 3000 37780 12423 90713 1408 47941 477105 11805 182684 4541 2122 2139 324 24862 313 8625 13831 1121 12674 1703 3776 15669 107 internal_value=-5.93903e-06 3.24189e-05 4.92928e-06 0.000504636 -0.000177817 0.00254602 0.000133901 0.00213285 0.00347393 -0.0019575 -0.000211015 0.000333983 -0.000152148 -4.79351e-05 0.00284438 0.000336911 -0.000117872 0.00448261 -0.00174082 0.00103762 0.0012105 0.000830849 0.000750912 0.00255837 -0.00115799 0.00234756 0.00175974 0.00549899 -0.00123152 -0.000555085 internal_weight=1.33068e+06 1.30879e+06 1.30076e+06 348316 952442 53535 294781 43379 44009 64782 251402 159568 133681 887660 25887 410555 227871 8035 9526 33665 33341 69964 69651 22456 91834 24479 30341 5479 63717 48048 internal_count=1330683 1308793 1300758 348316 952442 53535 294781 43379 44009 64782 251402 159568 133681 887660 25887 410555 227871 8035 9526 33665 33341 69964 69651 22456 91834 24479 30341 5479 63717 48048 cat_boundaries=0 1 cat_threshold=6304 is_linear=0 shrinkage=0.05 Tree=131 num_leaves=31 num_cat=0 split_feature=67 7 56 104 61 52 28 54 67 86 80 115 67 76 102 33 54 0 55 28 39 52 23 52 30 67 16 54 39 52 split_gain=42.2588 58.4094 46.9052 83.2855 50.3918 65.7236 68.4709 54.7987 51.4327 45.3638 45.1063 55.0413 54.7262 50.5045 43.6374 39.2598 37.0897 36.7781 37.5746 48.6518 36.0316 35.9728 34.4892 38.3755 33.2322 36.9182 32.4869 44.3658 39.0214 32.2301 threshold=58.699998855590827 15.34999990463257 279.91720581054693 -0.29514786601066584 0.79618269205093395 5.6849999427795419 1012.3500061035157 8.4449996948242205 19.775000572204593 0.73180982470512401 274.82380676269537 -0.90255093574523915 21.804999351501468 34.114999771118171 0.70762616395950328 13.949999809265138 3.8449999094009404 204.50000000000003 53.754999160766609 1007.4500122070314 14.250000000000002 12.284999847412111 5.3450000286102304 1.935000002384186 1004.7500000000001 2.6350001096725468 13.344999790191652 40.344999313354499 11.449999809265138 13.715000152587892 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 4 5 8 17 14 -4 -6 11 -1 15 -13 16 22 -8 -7 -19 -20 -3 -18 -12 -24 25 -5 27 -2 -28 -9 right_child=26 20 3 24 9 6 7 29 -10 -11 12 13 -14 -15 -16 -17 21 18 19 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31 leaf_value=0.00052241946323232531 -0.0015690731386809973 0.0070502453061226534 0.00062327483583062481 0.057436701002382379 -0.0037415568652854714 0.0028686161579328483 0.010066646038782739 -0.00089363789767264864 -0.0029993682267390274 0.00013670059828919996 0.0018234574027788976 -0.00028242177387749587 -0.0028424142905654529 -0.0078815946567901505 -0.00064843344519613312 -0.0012080330679430065 0.0023096854051303148 0.0066629759469578444 0.048481980272789757 0.012781769671628555 -0.014355014947848733 0.0082953660421319405 -0.0014660916217199261 0.00032948498770912928 -0.0048018916263826844 0.004422519869771541 -0.0057636484974625942 -0.007326514038699568 0.0029213206011698967 0.0014597311462399047 leaf_weight=357911 10111 3913 56213 35 9175 8245 2934 19432 11866 42314 23298 415751 26246 2198 4375 102800 9761 6115 118 499 207 3379 44291 90680 8613 532 1740 5001 5038 57892 leaf_count=357911 10111 3913 56213 35 9175 8245 2934 19432 11866 42314 23298 415751 26246 2198 4375 102800 9761 6115 118 499 207 3379 44291 90680 8613 532 1740 5001 5038 57892 internal_value=-5.64174e-06 3.07983e-05 1.20279e-05 0.000641063 0.00082564 0.00121859 0.00195929 0.00147704 -8.14282e-06 -0.000554379 -0.000130856 6.73302e-05 -0.000666035 -0.000322386 0.00377884 -0.000447238 0.00498385 0.00510749 0.00784954 0.0196094 0.00597479 0.00384893 4.69198e-05 -0.000259737 -0.00403002 0.007695 -0.00218437 -0.00347438 0.000691777 0.000868315 internal_weight=1.33068e+06 1.30879e+06 1.30467e+06 241498 232318 180829 112750 97773 68079 51489 1.06318e+06 775860 287315 417949 20449 261069 16074 14977 6732 617 4120 13140 158269 134971 9180 567 21890 15112 6778 77324 internal_count=1330683 1308793 1304673 241498 232318 180829 112750 97773 68079 51489 1063175 775860 287315 417949 20449 261069 16074 14977 6732 617 4120 13140 158269 134971 9180 567 21890 15112 6778 77324 is_linear=0 shrinkage=0.05 Tree=132 num_leaves=31 num_cat=0 split_feature=17 15 119 39 30 79 16 24 120 32 28 43 15 18 25 132 20 13 31 37 54 39 38 109 125 116 33 19 78 28 split_gain=40.3054 67.3887 58.7584 61.039 112.805 54.6829 53.2251 68.4273 50.3151 52.4455 45.3865 42.9514 41.7801 40.7929 60.3125 36.5543 36.3539 48.794 42.8104 50.1898 41.6377 35.677 43.0125 40.8949 39.7982 34.4016 33.6999 41.3797 51.6759 48.8871 threshold=14.550000190734865 4.6349999904632577 -0.88697704672813404 12.34999990463257 997.54998779296886 52.980001449584968 15.405000209808351 246.50000000000003 0.38266885280609136 12.949999809265138 1033.049987792969 2.7500000000000004 3.6650000810623173 14.550000190734865 247.50000000000003 1024.6499633789065 10.00500011444092 6.0750000476837167 1017.9500122070314 12.050000190734865 40.344999313354499 8.9499998092651385 12.84999990463257 -0.97540867328643788 0.93038213253021251 0.28400452435016638 12.750000000000002 6.4600000381469735 12.675000190734865 1012.7500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 -3 6 10 -8 9 -6 12 -7 21 14 -2 -14 25 20 19 -19 -18 24 23 -23 -1 -15 27 28 -25 -29 right_child=13 2 -4 -5 8 11 7 -9 -10 -11 -12 -13 15 16 -16 -17 17 18 -20 -21 -22 22 -24 26 -26 -27 -28 29 -30 -31 leaf_value=-0.0046019667833229827 -0.00014663777159765607 0.10646124494409091 -0.0054194967520840723 -0.0061483509872248231 0.017202280262783875 0.0065567094221753719 -0.00055872592529326805 0.004109556016378431 -0.015678333268695735 0.085619410982026786 0.013260946985407279 -0.013449061522036433 -0.0017885130029755222 -3.1399063679245249e-05 0.0026753464372663302 -0.021211032381235454 -0.00027354288045100186 -0.0015681319322855001 -0.0086670971721282113 0.023812625609819497 -0.0036639151744430245 -0.0050189911728442116 -0.00037366340436218999 0.0013196855732943414 0.0014944801184251389 0.0014997116834071515 -0.00088286061911171335 0.0016813169063968705 0.0075409390949964898 9.0355391833430365e-05 leaf_weight=8925 32477 38 8745 287 159 4333 14964 16511 92 34 626 286 33812 108515 45404 244 25640 305 257 539 14001 3555 591865 12950 3824 55424 46697 60779 4497 234898 leaf_count=8925 32477 38 8745 287 159 4333 14964 16511 92 34 626 286 33812 108515 45404 244 25640 305 257 539 14001 3555 591865 12950 3824 55424 46697 60779 4497 234898 internal_value=-5.35966e-06 -0.000148238 -0.00437293 0.0106308 0.0255398 -0.000110191 -0.000134435 0.00189014 0.0147502 0.029255 -0.000197989 0.00531799 -0.000206397 0.000524625 0.00149856 -0.00192767 0.000154044 -0.00118263 0.00920007 0.0146407 -0.00147101 -0.000145839 -0.000110771 0.000317426 -0.00277337 0.000486234 0.00037015 0.000557014 0.00292323 0.000417391 internal_weight=1.33068e+06 1.04812e+06 9355 610 323 1.03877e+06 1.03415e+06 31475 285 193 1.00267e+06 4619 1.00205e+06 282562 77881 34056 204681 40742 1101 844 39641 967990 955241 363376 12749 163939 359821 313124 17447 295677 internal_count=1330683 1048121 9355 610 323 1038766 1034147 31475 285 193 1002672 4619 1002046 282562 77881 34056 204681 40742 1101 844 39641 967990 955241 363376 12749 163939 359821 313124 17447 295677 is_linear=0 shrinkage=0.05 Tree=133 num_leaves=31 num_cat=2 split_feature=40 8 22 12 79 19 67 76 54 10 79 136 122 76 0 6 8 136 122 14 4 28 132 35 79 52 110 33 40 125 split_gain=39.7678 38.1214 56.1957 62.2311 49.9266 70.9743 60.8196 65.467 49.1671 44.2551 43.5938 43.5891 65.5104 42.771 41.6223 41.4568 55.6457 41.0972 54.9462 67.2497 51.8629 40.8809 48.9332 42.5355 40.6743 40.4972 40.3346 40.0966 39.8946 48.7136 threshold=-1.0000000180025095e-35 3.6499999761581425 6.555000066757203 1.5549999475479128 15.074999809265138 7.4149999618530282 15.994999885559084 22.054999351501468 55.980001449584968 24.550000190734867 7.3550000190734872 0 -0.78257837891578663 28.505000114440922 91.500000000000014 5.7500000000000009 8.1500000953674334 1 -0.70088258385658253 2.8850001096725468 9.5500001907348651 1016.6499938964845 1019.9500122070314 12.34999990463257 10.164999961853029 13.00500011444092 -0.48557321727275843 12.949999809265138 7.4500000476837167 0.83385404944419872 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 6 -6 8 10 11 21 -8 12 -3 24 -13 16 -16 20 -19 -20 -17 22 28 25 -4 -23 -22 -24 -7 -30 right_child=1 4 13 -5 5 9 7 -9 -10 -11 -12 14 -14 -15 15 17 -18 18 19 -21 26 23 27 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010564793375886783 -0.00014137124382360738 0.0035936890143650662 -0.00070452515685457415 0.0027281408294858884 0.0017323834743325963 2.5515640052284833e-05 0.0032376710971948742 0.0065521563031592719 -0.0042395978086121628 0.040824076436489581 0.00040263200946015769 -0.001478403060448196 0.00053788016140914085 0.0061125157123282474 0.00026625662106312831 -0.00031102518958252582 0.0025555840148965333 -0.0022914328941768922 0.00089449063130118121 -0.0042949437469591905 -0.009211873825532511 -0.0048132483031772186 -0.011816101668027943 -0.00013978742804066381 -0.0026282427903805846 -0.001520444987218505 0.002642494745787754 0.0034762690211465547 -0.010115484994637367 0.0011043318086905274 leaf_weight=891 94263 19068 191880 23631 26829 79806 19257 6371 6218 63 45831 45647 218682 2146 212410 91496 30334 51052 39639 7410 740 18064 1619 17767 32070 19329 23667 583 2182 1738 leaf_count=891 94263 19068 191880 23631 26829 79806 19257 6371 6218 63 45831 45647 218682 2146 212410 91496 30334 51052 39639 7410 740 18064 1619 17767 32070 19329 23667 583 2182 1738 internal_value=-5.09167e-06 1.98364e-06 -0.000451211 0.000433802 0.000160123 -0.000625007 0.000321388 0.00171489 0.00018797 -0.00107308 0.00124141 0.000225166 0.000782929 -0.000912686 -3.88003e-05 0.000105071 0.000552338 -0.000402261 -0.00115533 7.71787e-05 0.000235224 -0.00109179 -0.000409878 -0.00215408 -0.000980005 -0.00311115 0.00228308 -0.0077673 -0.000216377 -0.00514098 internal_weight=1.33068e+06 1.32979e+06 343990 117894 985802 167980 817822 71459 746363 141151 65088 740145 237750 226096 502395 456748 242744 214004 98101 47049 115903 141088 85928 55160 223950 37393 24407 2202 83726 3920 internal_count=1330683 1329792 343990 117894 985802 167980 817822 71459 746363 141151 65088 740145 237750 226096 502395 456748 242744 214004 98101 47049 115903 141088 85928 55160 223950 37393 24407 2202 83726 3920 cat_boundaries=0 1 2 cat_threshold=410 1121 is_linear=0 shrinkage=0.05 Tree=134 num_leaves=31 num_cat=6 split_feature=28 31 17 31 28 31 125 22 124 136 0 28 136 64 12 76 31 125 136 28 35 67 15 12 104 28 76 136 136 136 split_gain=37.9571 104.489 81.1135 70.7753 95.8532 97.5732 96.3471 66.2743 61.6479 54.9364 54.7534 52.1463 50.7264 50.5983 45.2992 44.2434 43.3341 71.0147 101.956 66.6175 57.8044 44.4249 43.2619 42.9378 42.2576 48.2162 38.547 35.9217 35.8354 35.2345 threshold=1011.1499938964845 1013.6499938964845 9.5450000762939471 1015.8500061035157 1016.7500000000001 1018.5499877929689 0.21643137186765674 7.8150000572204599 -0.60873827338218678 0 138.50000000000003 1013.3500061035157 1 10.585000038146974 6.0650000572204599 9.9650001525878924 1020.4500122070314 0.43049471080303198 2 1022.2500000000001 10.34999990463257 15.135000228881838 2.0749999284744267 3.8850001096725468 -0.83196818828582753 1008.0499877929689 25.704999923706058 3 4 5 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 1 1 left_child=1 -1 -3 7 5 11 9 8 -2 -7 12 26 -6 14 -9 23 -12 18 -18 21 22 -20 28 -11 25 -4 -5 -8 -19 -23 right_child=3 2 24 4 10 6 27 13 -10 15 16 -13 -14 -15 -16 -17 17 20 19 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00035856552949624376 -0.0016960866453916278 -3.4380273401278674e-05 0.046486358989030127 0.0062627890596365712 -0.0026682296468956337 0.0025031757331008004 0.0048311829802385837 -0.0010074920091976416 -1.4769764904503533e-05 0.016219533718857416 -0.00027300852373870679 0.00062629603237301598 -0.00039351002486626147 -0.0033909822851044581 0.020323164813406767 0.0052305738829898241 0.0056954888563430506 0.010128928846630213 0.0019172094691362264 -0.0016549259169123802 0.00084809509993479047 0.025723420405120125 -0.0031653541863055977 -0.0072730384848433208 0.0069314261171772272 0.01391472303523817 -0.0034730297784575101 -0.00156440370248803 -0.00016324138218638568 0.0069325527402725575 leaf_weight=204937 65694 3945 125 6781 33954 2281 4087 56476 320547 3484 214493 118204 88078 32368 250 1737 15886 897 15363 14882 79955 281 19271 206 4795 1248 1196 4725 12524 2013 leaf_count=204937 65694 3945 125 6781 33954 2281 4087 56476 320547 3484 214493 118204 88078 32368 250 1737 15886 897 15363 14882 79955 281 19271 206 4795 1248 1196 4725 12524 2013 internal_value=-4.83709e-06 0.000603396 0.00556481 -0.00012208 0.00022105 0.00136342 0.0049768 -0.000584293 -0.000300737 0.00905953 -0.00010656 0.000890347 -0.00102668 -0.00181356 -0.000913485 0.0117889 0.000192412 0.000812195 0.00241344 0.000809105 0.000123845 0.00288634 -0.00164746 0.014908 0.009146 0.0168801 0.00480309 0.00140557 0.000532067 0.00937667 internal_weight=1.33068e+06 215050 10113 1.11563e+06 640298 142701 16520 475335 386241 7708 497597 126181 122032 89094 56726 5427 375565 161072 48425 32539 112647 17657 32692 3690 6168 1373 7977 8812 13421 2294 internal_count=1330683 215050 10113 1115633 640298 142701 16520 475335 386241 7708 497597 126181 122032 89094 56726 5427 375565 161072 48425 32539 112647 17657 32692 3690 6168 1373 7977 8812 13421 2294 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=7200 5218 598 5905 16 256 is_linear=0 shrinkage=0.05 Tree=135 num_leaves=31 num_cat=1 split_feature=16 17 61 52 54 65 18 121 28 107 31 13 111 134 70 18 12 104 28 136 13 41 22 52 55 56 66 28 54 34 split_gain=43.1064 55.2302 39.8948 73.7047 59.5364 55.7968 60.9929 47.7417 53.4686 48.7475 46.4998 41.8491 75.3902 41.3443 40.0139 38.9382 38.6352 37.386 35.4679 34.786 34.2973 46.7036 33.2065 32.7711 103.69 68.2265 51.6795 46.1959 40.2694 35.169 threshold=20.524999618530277 20.524999618530277 0.7991885542869569 17.804999351501468 15.965000152587892 23.224999427795414 10.405000209808351 0.04361772537231446 1013.3500061035157 -0.93231478333473194 997.35000610351574 5.2950000762939462 -0.97609320282936085 1017.0499877929689 220.87662506103518 18.219999313354496 0.56499999761581432 0.074858017265796675 1029.4500122070315 0 5.5850000381469735 0.75000000000000011 9.5950002670288104 2.8249999284744267 2.745000004768372 247.77606201171878 7.0750000476837167 1019.7500000000001 2.2150000333786015 10.250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 14 16 11 8 9 -6 -9 -7 -13 -11 -5 -2 -1 -12 20 -4 23 -22 -21 26 25 -25 -18 29 -27 -28 right_child=15 -3 19 4 7 6 -8 10 -10 13 17 12 -14 -15 -16 -17 18 -19 -20 22 21 -23 -24 24 -26 28 27 -29 -30 -31 leaf_value=-0.0030937364345217733 0.0081791669481601683 0.0082446453451036558 0.00019840462484716585 -0.0022515470560481865 0.012107988434563566 0.00034414518293781498 -0.0031237476272906323 0.027617766524165407 0.00078544797982815328 0.0044116166762392045 -0.001009534008993129 0.1158162150913003 -0.0010640679581745251 -0.0060647007918373588 0.0051118278370958529 -0.00068033365628922314 -3.3921584030691609e-05 -0.010006108539835343 0.0045776908803151443 -0.0010000405666680898 0.015107842996092732 -0.00143130466118843 -0.0037082358616707411 0.00067738284208274102 6.8920902369972077e-05 0.0083768005350486584 0.0031021133433742128 -0.0045984576954163688 0.0034706757260225072 -0.0013932988580093279 leaf_weight=9957 3046 2020 32119 2122 1837 19368 30004 137 46170 7967 16986 22 37 1068 14134 2092 795479 1239 4280 33938 881 828 16983 17651 194957 5987 4866 10463 13877 41085 leaf_count=9957 3046 2020 32119 2122 1837 19368 30004 137 46170 7967 16986 22 37 1068 14134 2092 795479 1239 4280 33938 881 828 16983 17651 194957 5987 4866 10463 13877 41085 internal_value=9.86686e-07 -1.67186e-05 -2.93186e-05 4.16553e-05 0.00140615 -6.71252e-05 -0.00171048 0.000814478 0.00152829 0.00468291 -0.001403 0.000472229 0.0425184 0.00317324 0.00415064 0.00457191 6.70199e-06 -0.00162115 3.50149e-05 -0.00109034 1.71131e-05 0.00709473 -0.0019029 5.95851e-06 0.00053214 0.00293938 -0.00013763 -0.0016 0.00494938 -0.000917255 internal_weight=1.3316e+06 1.32646e+06 1.32444e+06 1.2414e+06 91660 1.14974e+06 49431 75404 57042 10872 18362 19427 59 9035 16256 5138 1.10031e+06 18225 1.09035e+06 83040 1.08607e+06 1709 50921 1.08436e+06 232472 37515 851893 56414 19864 45951 internal_count=1331600 1326462 1324442 1241402 91660 1149742 49431 75404 57042 10872 18362 19427 59 9035 16256 5138 1100311 18225 1090354 83040 1086074 1709 50921 1084365 232472 37515 851893 56414 19864 45951 cat_boundaries=0 1 cat_threshold=516 is_linear=0 shrinkage=0.05 Tree=136 num_leaves=31 num_cat=3 split_feature=16 28 31 31 28 17 124 28 2 34 34 120 136 108 77 8 67 104 84 28 136 14 8 77 16 136 7 8 28 30 split_gain=40.0293 39.3266 75.4829 58.1116 121.076 78.3915 65.1134 58.8601 55.382 54.164 50.5698 50.5019 54.1353 57.9168 71.6007 54.2901 49.7981 47.6293 49.2762 46.3784 56.4623 45.6678 44.895 44.9918 44.8701 43.0926 42.5758 42.2386 41.6871 161.522 threshold=22.289999961853031 1009.9500122070314 1013.2500000000001 1016.2500000000001 1014.8500061035157 9.5450000762939471 -0.66259482502937306 1017.9500122070314 206.50000000000003 10.050000190734865 12.750000000000002 0.87878364324569713 0 0.40625727176666265 6.8949999809265146 14.84999990463257 17.675000190734867 -0.70183336734771717 0.85720050334930431 1013.2500000000001 1 1.9450000524520876 20.750000000000004 4.0650000572204599 9.5450000762939471 2 7.8500001430511483 5.4500000476837167 1.0000000180025095e-35 997.54998779296886 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 left_child=1 2 28 6 5 8 22 10 -5 -7 19 12 -6 14 16 -15 -14 18 -4 20 -8 -9 23 -3 -21 26 -17 -25 -1 -30 right_child=-2 3 17 4 11 9 7 21 -10 -11 -12 -13 13 15 -16 25 -18 -19 -20 24 -22 -23 -24 27 -26 -27 -28 -29 29 -31 leaf_value=-0.00019457286135709273 0.01381774942483042 -0.00087327537277583685 0.022196857195000919 0.0073374727959489867 -0.00061088595136333872 0.012378730896193157 0.0036733669833193885 -2.0793375943333324e-05 -0.0017688020693435247 0.004408782714347876 -0.00049314095097355802 -0.0015340147102393944 0.0024552452309597665 0.00011340636716466368 6.12047557887094e-05 0.016189807207789401 0.0071016911345649905 0.0040098942753652262 0.00060127079447567979 0.0011103137612738523 0.00038367418423877915 -0.0052927449154324159 0.027086888541816734 -0.0016019909103856594 -0.00097432732585538682 0.00055663887978096404 0.0046033152307852791 -0.0050800017044688745 0.015207678441745136 0.001019865969633999 leaf_weight=88459 524 64626 823 2091 142282 2500 23117 7002 8286 14473 299275 44466 28272 302225 29214 917 7244 4186 389 48475 29937 9938 136 20472 55214 6948 5857 15219 2068 66965 leaf_count=88459 524 64626 823 2091 142282 2500 23117 7002 8286 14473 299275 44466 28272 302225 29214 917 7244 4186 389 48475 29937 9938 136 20472 55214 6948 5857 15219 2068 66965 internal_value=9.37426e-07 -4.50179e-06 0.000723313 -0.000105987 0.000240273 0.00348963 -0.000465148 -0.000219596 6.61426e-05 0.0055827 -0.00011209 8.36528e-05 0.000221199 0.000532202 0.00189475 0.000253065 0.00340295 0.00653711 0.0152656 0.000615465 0.00181784 -0.00311363 -0.00162127 -0.00166019 2.50273e-07 0.00332902 0.00616269 -0.00308505 0.000524046 0.00144489 internal_weight=1.3316e+06 1.33108e+06 162890 1.16819e+06 594775 27350 573411 472958 10377 16973 456018 567425 522959 380677 64730 315947 35516 5398 1212 156743 53054 16940 100453 100317 103689 13722 6774 35691 157492 69033 internal_count=1331600 1331076 162890 1168186 594775 27350 573411 472958 10377 16973 456018 567425 522959 380677 64730 315947 35516 5398 1212 156743 53054 16940 100453 100317 103689 13722 6774 35691 157492 69033 cat_boundaries=0 1 2 3 cat_threshold=2208 795 1810 is_linear=0 shrinkage=0.05 Tree=137 num_leaves=31 num_cat=3 split_feature=104 13 29 94 17 16 28 31 31 28 1 19 31 136 0 65 42 136 14 31 104 8 136 56 28 6 28 35 86 3 split_gain=39.4298 42.042 43.0674 41.2518 39.0838 49.6295 39.6181 86.6901 57.9354 121.14 92.1841 71.4093 60.4047 54.9437 49.7366 48.4198 48.1606 59.531 67.1707 61.6012 50.3521 47.9568 69.3907 47.3455 45.4583 53.2874 65.9082 44.6966 45.0415 44.0458 threshold=0.074858017265796675 1.3949999809265139 1018.2500000000001 -0.7374185025691985 20.524999618530277 20.524999618530277 1011.5499877929689 1015.2500000000001 1016.9500122070314 1016.7500000000001 248.50000000000003 6.9049999713897714 1019.0499877929689 0 212.50000000000003 9.7349996566772479 10.750000000000002 1 2.6049998998641972 1025.4500122070315 -0.9146313965320586 11.150000095367433 2 273.08322143554693 1.0000000180025095e-35 7.1499998569488534 1005.5499877929689 10.250000000000002 0.73180982470512401 315.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 6 7 -1 11 10 12 -8 -10 23 15 -13 17 -11 19 20 -19 -22 -23 -12 -9 26 29 -20 -29 -26 right_child=1 3 -4 -5 -6 -7 8 24 9 16 13 14 -14 -15 -16 -17 -18 18 27 -21 21 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00045338966197065614 0.0078395307920944932 -0.015074100244799821 -0.0047724205639397633 -0.0037799339163699891 0.0044105422345167965 0.0079290149626488997 0.0010518889497569508 -0.0052917637664568369 0.003569360382346481 -0.003160989947381879 0.0010154949837212904 -0.00094517616772371756 0.010103609028618329 -0.0008871996779421051 -0.00034687823921960849 -0.003038522962673415 0.0011234044377294757 0.0015103971962733874 -0.0029263220544076922 0.0026378875263715251 -0.00064736712869133779 0.0091419118589240681 0.00076875036611725892 0.005884771678904676 0.020891937389969827 0.0043867697227332044 0.014823106992104576 -0.0020176552488925898 0.00057405208338776688 0.12044243789650499 leaf_weight=230458 1460 943 1262 5668 5058 1974 67245 584 18200 17059 14910 122492 4390 21631 345849 35667 73613 46007 28433 25126 160793 2800 20768 7505 20 2052 1565 29925 38118 25 leaf_count=230458 1460 943 1262 5668 5058 1974 67245 584 18200 17059 14910 122492 4390 21631 345849 35667 73613 46007 28433 25126 160793 2800 20768 7505 20 2052 1565 29925 38118 25 internal_value=8.92059e-07 -0.00323761 0.00199226 -0.00539095 2.37505e-05 6.90548e-06 -4.98459e-06 0.000583823 -0.000132881 0.000254877 0.00224238 -0.00047857 0.00483919 0.000910556 -0.000682765 -0.00141725 -4.43255e-05 -0.000277261 -0.000137401 0.000287045 3.06406e-05 -0.00033863 0.00176773 0.00264465 0.00766329 0.0097293 0.0165385 -0.00126146 -0.000565769 0.0761978 internal_weight=1.3316e+06 9333 2722 6611 1.32227e+06 1.31721e+06 1.31524e+06 234704 1.08053e+06 509278 66636 571253 22590 44046 504008 158159 442642 369029 351970 255494 230368 184361 23568 22415 4246 3662 1610 96476 68043 45 internal_count=1331600 9333 2722 6611 1322267 1317209 1315235 234704 1080531 509278 66636 571253 22590 44046 504008 158159 442642 369029 351970 255494 230368 184361 23568 22415 4246 3662 1610 96476 68043 45 cat_boundaries=0 1 2 3 cat_threshold=5907 32 1042 is_linear=0 shrinkage=0.05 Tree=138 num_leaves=31 num_cat=2 split_feature=43 61 52 54 66 82 123 52 136 120 28 54 19 12 31 26 76 136 38 127 16 126 7 125 32 30 122 39 122 31 split_gain=38.4117 36.0372 66.7006 80.9783 60.455 55.1822 45.221 47.3791 42.8994 36.6094 60.5938 38.6062 37.07 34.4135 34.0768 32.9809 61.7681 55.964 44.213 75.0575 54.947 42.8082 41.3465 54.9178 53.4168 79.7629 76.66 72.6104 159.176 51.5644 threshold=-1.0000000180025095e-35 0.80566141009330761 11.234999656677248 10.994999885559084 23.675000190734867 183.27020263671878 0.49240480363368994 24.085000038146976 0 -0.60873827338218678 1010.9500122070314 20.07499980926514 12.699999809265138 0.63499999046325695 1000.3500061035157 297.50000000000006 31.494999885559086 1 15.449999809265138 0.36648726463317877 20.524999618530277 0.9536806344985963 3.1499999761581425 -0.82409480214118946 12.949999809265138 1000.4500122070314 -0.11319890245795249 12.650000095367433 0.38266885280609136 1013.7500000000001 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 5 13 -4 7 -5 -9 10 12 -11 -10 -2 -14 16 18 -18 19 20 22 -17 -15 24 26 27 -24 28 -26 -28 right_child=1 -3 3 6 -6 -7 -8 8 9 11 -12 -13 14 15 -16 21 17 -19 -20 -21 -22 -23 23 -25 25 -27 29 -29 -30 -31 leaf_value=-0.01018459056351787 -0.0020129609100719499 -0.0010345324086381558 -0.0021611754602369358 -0.00023918395925851297 -0.0020002797473220309 0.0045860716973719776 -0.0019627264005583427 -0.00081131789621666282 0.0026467915399486877 0.0063106169953855932 0.0037474659357465351 0.00097819760487439979 0.062214003346860419 0.00038898759647805156 0.019469069924030795 -0.00045978020125151954 -0.01795372656020711 -0.0030275225087732067 -0.00025398222150774079 -9.9017452776837498e-05 0.013629194234014231 0.0010659303082470452 0.0038765124098900229 0.0025472845035808961 0.11546513145697899 0.0023296594995424269 -0.0057212282766811763 0.0059621653312791172 0.00076574245467782027 -0.0005556962953519953 leaf_weight=925 20610 78041 3520 48552 38744 21782 15734 11744 352 3869 12950 27664 50 85684 691 388228 735 4094 208377 181415 898 52151 6284 83929 61 13368 7560 143 60 13385 leaf_count=925 20610 78041 3520 48552 38744 21782 15734 11744 352 3869 12950 27664 50 85684 691 388228 735 4094 208377 181415 898 52151 6284 83929 61 13368 7560 143 60 13385 internal_value=8.49657e-07 7.92992e-06 7.28769e-05 0.00107385 -6.0114e-05 0.0036474 0.000538388 0.000910087 0.00188356 0.00257759 0.00470164 0.00163247 0.0160069 1.03369e-05 0.0223533 5.0189e-05 0.000289486 -0.00534282 0.000334729 0.000647046 0.00128737 -0.000279101 0.00123471 0.00181541 0.000312139 0.00286714 -0.000967001 0.030083 0.0585894 -0.00242017 internal_weight=1.3316e+06 1.33068e+06 1.25263e+06 146908 1.10573e+06 25302 121606 105872 57320 45576 14043 31533 1093 1.06698e+06 741 1.04637e+06 605993 4829 601164 392787 211372 440379 210474 124790 40861 13632 27229 264 121 20945 internal_count=1331600 1330675 1252634 146908 1105726 25302 121606 105872 57320 45576 14043 31533 1093 1066982 741 1046372 605993 4829 601164 392787 211372 440379 210474 124790 40861 13632 27229 264 121 20945 cat_boundaries=0 1 2 cat_threshold=2276 34 is_linear=0 shrinkage=0.05 Tree=139 num_leaves=31 num_cat=3 split_feature=42 6 8 136 5 136 9 11 7 43 54 52 121 18 52 115 64 39 109 60 26 29 124 31 136 34 127 31 8 12 split_gain=35.9271 34.6461 81.9207 72.3906 67.4758 62.0619 49.4979 45.0555 44.058 42.444 42.3887 91.3878 51.0424 43.0366 42.0482 41.9933 40.3678 40.0164 38.7098 38.2617 37.7925 49.8749 42.1965 56.7801 48.4201 39.6832 47.9285 48.4863 41.4628 38.8445 threshold=-1.0000000180025095e-35 11.250000000000002 11.949999809265138 0 5.7500000000000009 1 10.050000190734865 14.949999809265138 14.84999990463257 0.35000000894069677 28.445000648498539 20.644999504089359 0.30069434642791754 13.344999790191652 35.055000305175788 1.0000000180025095e-35 45.364999771118171 10.050000190734865 -0.84135028719902027 0.78677600622177135 299.50000000000006 1019.7500000000001 -0.47714059054851526 1019.0499877929689 2 14.949999809265138 0.36648726463317877 1025.350036621094 3.6499999761581425 6.0650000572204599 decision_type=2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=-1 2 8 -4 -3 15 -5 17 10 -9 11 20 14 -13 16 -6 -12 -7 -10 -16 25 22 23 -22 -24 26 28 -28 -2 -30 right_child=1 4 3 6 5 7 -8 9 18 -11 12 13 -14 -15 19 -17 -18 -19 -20 -21 21 -23 24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0098126385989729323 4.7681121767409821e-05 0.01118461464321396 0.0055666557852643876 0.0046308411377910834 -0.0032634804016198719 -0.005642587635229547 0.00063327447357324797 0.002529073697163306 0.02431265316347922 -0.0016846047248807883 -0.0016359156719614719 0.0045221376492513626 -0.0036576412015340669 0.00099114321945062921 0.0023444986764684377 -0.014253322117153364 -0.0088004934614661825 -0.00091352391407465133 0.0043553328264845986 -0.0007269498852620625 -0.0019740622362832694 -0.0017852972674743406 0.0008885075864399621 0.0065611522771933974 -0.00049828488238591443 -0.00040448756815814128 -0.00031164563163726565 0.0030165630758266461 0.0013682399225741493 0.017048341062947676 leaf_weight=932 88104 1125 9580 8531 15753 5157 83881 17895 313 8973 18488 15347 16302 19715 15425 920 2200 33741 1086 29591 44386 59729 102174 2038 163890 206189 195186 11593 152960 396 leaf_count=932 88104 1125 9580 8531 15753 5157 83881 17895 313 8973 18488 15347 16302 19715 15425 920 2200 33741 1086 29591 44386 59729 102174 2038 163890 206189 195186 11593 152960 396 internal_value=7.98991e-07 7.67232e-06 7.37144e-05 0.00143158 -0.000977935 -0.00114391 0.0010022 -0.000452752 -4.72269e-05 0.00112185 -5.80739e-05 2.65235e-05 -0.00115333 0.0025367 -0.000531979 -0.00386757 -0.00239781 -0.00154049 0.00882041 0.0003255 -5.9204e-05 -0.000461453 -0.000208414 -0.00159937 3.42864e-05 0.000169582 0.000433653 -0.000125051 0.00091211 0.00140873 internal_weight=1.3316e+06 1.33067e+06 1.2471e+06 101992 83564 82439 92412 65766 1.14511e+06 26868 1.14371e+06 1.06171e+06 82006 35062 65704 16673 20688 38898 1399 45016 1.02664e+06 372217 312488 46424 266064 654428 448239 206779 241460 153356 internal_count=1331600 1330668 1247104 101992 83564 82439 92412 65766 1145112 26868 1143713 1061707 82006 35062 65704 16673 20688 38898 1399 45016 1026645 372217 312488 46424 266064 654428 448239 206779 241460 153356 cat_boundaries=0 1 2 3 cat_threshold=1026 610 2458 is_linear=0 shrinkage=0.05 Tree=140 num_leaves=31 num_cat=2 split_feature=104 9 29 13 94 8 6 5 5 136 120 126 8 9 136 8 27 54 52 18 65 122 8 100 7 125 18 13 25 52 split_gain=34.5998 37.1874 38.7643 45.0483 49.3224 36.8397 56.9437 65.0244 54.4501 44.5525 50.7813 44.7888 43.1986 75.9907 60.9319 42.3163 42.2936 36.2871 49.1368 49.7026 47.9971 41.3532 35.9273 35.6499 35.5819 34.4951 34.1237 34.2727 47.8523 33.725 threshold=1.0000000180025095e-35 17.650000572204593 1018.2500000000001 1.3750000000000002 -0.75505241751670826 14.84999990463257 10.949999809265138 8.3499999046325701 12.750000000000002 0 0.13052122294902804 0.7933231294155122 10.34999990463257 9.2500000000000018 1 23.550000190734867 195.50000000000003 55.980001449584968 35.055000305175788 13.344999790191652 23.57499980926514 0.35019405186176306 17.94999980926514 0.20129825174808505 8.3499999046325701 0.85260769724845897 10.405000209808351 4.305000066757203 300.50000000000006 3.1350001096725468 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 -2 -5 6 12 -8 -7 11 -11 15 17 -14 24 -10 -17 18 20 23 29 -19 -13 -20 -15 -16 27 -22 -29 -1 right_child=1 -3 -4 4 -6 8 7 -9 9 10 -12 22 13 14 25 16 -18 21 19 -21 26 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.00018284021825495456 0.0075898881034847272 -0.01221368654908637 -0.0063933853860481853 -0.012118836086877458 0.00019000185649629378 0.0028891228566550217 0.0038843361582470769 -0.0021262254842688002 -0.000524138273782714 -0.0038361607614311754 0.0041892664783909983 0.0033755008990566646 0.0036279776504984651 0.0054879821144647213 -0.00051819774614864349 0.074175320408382525 0.0087038652165918728 -0.00087038110700202133 0.010667711704672683 0.00059489139941987766 0.00070748266797983394 -0.0054097177410254143 0.014184166365933447 0.0033127150315222552 0.0011168621555768812 0.0013981705328276683 -0.0022812390845848539 0.1007338358461857 0.010843228290609101 0.00051632221660802855 leaf_weight=708627 1589 950 3290 983 4730 26820 4933 51231 9491 10783 2412 3076 20575 8240 91856 37 74 26835 2191 18929 10169 6171 1025 6642 10703 31547 39244 20 57 227965 leaf_count=708627 1589 950 3290 983 4730 26820 4933 51231 9491 10783 2412 3076 20575 8240 91856 37 74 26835 2191 18929 10169 6171 1025 6642 10703 31547 39244 20 57 227965 internal_value=-1.13667e-05 -0.00273705 -0.00188709 0.000143279 -0.0019279 1.24727e-05 -4.19465e-05 -0.00159831 0.00129493 -0.000294632 -0.00236735 0.00170173 3.03079e-05 0.000787676 0.000377132 -0.000165176 0.0305277 -8.7561e-05 -3.44464e-05 0.00204008 -9.28523e-05 -0.00171908 0.00607701 0.0051371 0.00301666 -2.82911e-05 -0.00161038 0.000959119 0.0341914 -1.26652e-05 internal_weight=1.3312e+06 11542 10592 7302 5713 1.31965e+06 1.26594e+06 56164 53718 26898 13195 13703 1.20977e+06 162921 142346 9602 111 1.04685e+06 1.01384e+06 27762 986082 33006 4101 8833 18943 123403 49490 10246 77 936592 internal_count=1331195 11542 10592 7302 5713 1319653 1265935 56164 53718 26898 13195 13703 1209771 162921 142346 9602 111 1046850 1013844 27762 986082 33006 4101 8833 18943 123403 49490 10246 77 936592 cat_boundaries=0 1 2 cat_threshold=5397 1026 is_linear=0 shrinkage=0.05 Tree=141 num_leaves=31 num_cat=4 split_feature=16 11 6 8 136 136 9 67 55 52 109 13 119 104 8 31 14 76 111 28 15 136 31 125 28 124 122 11 136 8 split_gain=33.3647 32.7495 42.131 61.0162 58.0872 52.6801 46.6664 38.8838 40.08 39.6601 40.776 38.0669 36.3336 33.5196 32.2452 30.5872 54.9032 61.5102 65.2356 45.6699 59.4819 56.3282 48.3806 113.383 52.8799 46.3541 50.452 49.259 43.3433 43.0376 threshold=22.289999961853031 19.150000572204593 12.34999990463257 14.550000190734865 0 1 8.3499999046325701 35.754999160766609 7.2249999046325692 41.815000534057624 -0.055544516071677201 3.8649998903274541 -0.8703225553035735 -0.78090587258338917 18.250000000000004 1025.350036621094 2.9250000715255742 19.175000190734867 -0.77562236785888661 1022.0499877929689 3.1650000810623173 2 1020.4500122070314 1.0000000180025095e-35 1018.0499877929689 -0.89490029215812672 -0.33379416167736048 8.3499999046325701 3 6.9500000476837167 decision_type=2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 left_child=1 2 3 15 12 11 -6 8 -3 10 -10 13 -4 -5 -8 19 -17 -18 -19 22 21 -21 25 24 -24 26 27 -1 29 -28 right_child=-2 7 4 5 6 -7 14 -9 9 -11 -12 -13 -14 -15 -16 16 17 18 -20 20 -22 -23 23 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.00023921206233869696 0.012508237509432103 0.0042533508136055843 -0.016104139289022854 0.025129885426737837 0.014335515380019143 0.0012719463214065536 -0.0015550836629701075 -0.0034732352945034011 0.042407511632147898 0.0019060130636948587 0.007134057421970999 -0.0011322835857193751 -0.0043766892507696989 0.0078116946635215789 0.0029383346722196852 0.0022435088883410895 -0.0035140562948320526 0.071555516923346177 0.0070973168475911971 -0.0039314265124738837 -0.0038611575878680286 -4.160529907032629e-05 0.0099443627728274565 -4.1549828498076647e-05 0.0030347623420707999 1.52681085600287e-05 -0.0016179248429084503 0.0055984375459287748 -0.00087989162190944326 -0.0057003252419228897 leaf_weight=23420 532 3682 727 303 509 31091 28276 1390 216 220 132 1168 7215 3588 4649 32823 8267 41 921 10745 16521 69137 3137 62881 23605 923369 14197 4273 42320 11840 leaf_count=23420 532 3682 727 303 509 31091 28276 1390 216 220 132 1168 7215 3588 4649 32823 8267 41 921 10745 16521 69137 3137 62881 23605 923369 14197 4273 42320 11840 internal_value=-1.07984e-05 -1.58035e-05 -3.19868e-05 1.86318e-05 -0.00160238 0.00204368 -0.000688149 0.00378618 0.00616044 0.018523 0.0290279 0.00677061 -0.00544335 0.0091603 -0.000920614 -4.005e-05 0.00128551 -0.00212161 0.0098445 -8.62924e-05 -0.00113015 -0.000565326 4.44426e-06 0.00111822 0.0038453 -9.34743e-05 -0.00113886 0.000661531 -0.00186824 -0.00347301 internal_weight=1.3312e+06 1.33066e+06 1.32502e+06 1.28365e+06 41376 36150 33434 5640 4250 568 348 5059 7942 3891 32925 1.2475e+06 42052 9229 962 1.20544e+06 96403 79882 1.10904e+06 89623 26742 1.01942e+06 96050 27693 68357 26037 internal_count=1331195 1330663 1325023 1283647 41376 36150 33434 5640 4250 568 348 5059 7942 3891 32925 1247497 42052 9229 962 1205445 96403 79882 1109042 89623 26742 1019419 96050 27693 68357 26037 cat_boundaries=0 1 2 3 4 cat_threshold=610 1538 2080 89 is_linear=0 shrinkage=0.05 Tree=142 num_leaves=31 num_cat=4 split_feature=92 109 136 60 13 136 122 31 130 28 130 28 136 76 135 4 12 88 7 7 127 122 30 13 84 136 104 54 41 22 split_gain=32.4591 38.7396 80.315 54.3878 52.8159 66.7694 50.2478 57.7564 52.8145 82.0606 51.4124 105.645 62.641 58.6957 54.9505 66.9575 49.2029 48.3158 48.5655 46.4369 61.1622 48.2538 46.4094 46.3377 44.6132 43.8993 43.3165 43.1185 41.5491 39.4081 threshold=-0.81641036272048939 0.45905649662017828 0 0.79270407557487499 2.0949999094009404 1 0.04361772537231446 1018.4500122070314 306.50000000000006 1010.5499877929689 1.0000000180025095e-35 1005.5499877929689 2 53.245000839233406 1017.4500122070314 7.3500001430511483 4.2349998950958261 -0.94094344973564137 13.449999809265138 5.5499999523162851 0.31729258596897131 -0.93038213253021229 997.54998779296886 1.3750000000000002 0.75085714459419262 3 -0.977443367242813 111.75499725341798 8.4499998092651385 7.3150000572204599 decision_type=2 2 1 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=-1 2 4 -3 19 22 8 23 9 10 11 12 -4 17 -12 16 -16 18 26 21 -21 -2 -6 -8 -9 -25 27 -14 -24 -11 right_child=1 3 6 -5 5 -7 7 24 -10 29 14 -13 13 -15 15 -17 -18 -19 -20 20 -22 -23 28 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00072247580633118681 -0.002528104031316006 -8.6849929318653582e-07 0.0063838551620045971 -0.0020386366404313225 0.020232441689001856 -0.0081451740718908854 0.0031229146784032937 -0.00029883873953140611 -0.0024420942270916811 0.0035033576007459026 0.00050342771999763798 0.0056590127395955807 0.044154381796343609 -0.0067528518113024426 0.0066427878790029111 0.020560147732860443 -0.01395938755791599 0.015872700288988805 0.074886757985103067 0.0041307756189974945 -0.0012394290076859261 0.00040756090304499805 -0.00071632892213919477 0.00028652858986488576 0.0045826751220347196 -0.0039150150908736289 0.02838280426564967 0.12357776153087617 -0.0077147550567210899 0.00090560260312870392 leaf_weight=142813 19594 895341 465 33987 249 4138 5119 8762 5960 20794 6139 4267 54 97 3378 834 317 240 97 14525 8350 49010 19541 10983 10048 14326 358 25 2379 49005 leaf_count=142813 19594 895341 465 33987 249 4138 5119 8762 5960 20794 6139 4267 54 97 3378 834 317 240 97 14525 8350 49010 19541 10983 10048 14326 358 25 2379 49005 internal_value=-1.02598e-05 7.53302e-05 0.000616033 -7.53929e-05 -0.000348147 -0.00232256 0.00141987 0.000130766 0.00210972 0.00242491 0.00562255 0.00950073 0.0217707 0.0295724 0.00358567 0.00776361 0.00487529 0.0345068 0.0428817 0.000219604 0.0021705 -0.000430895 -0.00123149 -0.00121565 0.00230879 -0.00209316 0.0357776 0.0692884 -0.00147588 0.00167951 internal_weight=1.3312e+06 1.18838e+06 259054 929328 117786 26307 141268 49238 92030 86070 16271 5603 1336 871 10668 4529 3695 774 534 91479 22875 68604 22169 30428 18810 25309 437 79 21920 69799 internal_count=1331195 1188382 259054 929328 117786 26307 141268 49238 92030 86070 16271 5603 1336 871 10668 4529 3695 774 534 91479 22875 68604 22169 30428 18810 25309 437 79 21920 69799 cat_boundaries=0 1 2 3 4 cat_threshold=2160 80 128 132 is_linear=0 shrinkage=0.05 Tree=143 num_leaves=31 num_cat=5 split_feature=43 7 127 124 136 22 2 52 22 31 136 11 2 136 28 126 8 136 0 40 32 31 19 71 2 29 55 14 136 8 split_gain=32.0984 32.166 65.9729 109.065 90.0159 129.263 61.8153 71.5174 61.5255 55.1797 80.0109 71.9614 69.9441 68.3797 67.084 49.5243 63.2464 48.0633 52.3132 46.2285 49.417 119.896 67.2109 47.3731 45.4199 44.5746 73.6824 43.1 42.7626 61.1079 threshold=-1.0000000180025095e-35 3.2500000000000004 -1.0000000180025095e-35 -0.82409480214118946 0 7.3150000572204599 228.50000000000003 5.8550000190734872 5.055000066757203 1018.4500122070314 1 16.94999980926514 200.50000000000003 2 1028.1499633789065 -0.19936034083366391 7.4500000476837167 3 104.50000000000001 11.34999990463257 12.949999809265138 997.35000610351574 10.405000209808351 269.32733154296881 157.50000000000003 1004.0499877929689 10.465000152587892 2.745000004768372 4 7.5499999523162851 decision_type=2 2 2 2 1 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 left_child=-1 28 3 9 -5 6 8 -8 -6 11 14 12 13 -3 -11 16 -4 18 -17 20 23 22 -22 -13 27 26 -9 -7 29 -2 right_child=1 2 15 4 5 24 7 25 -10 10 -12 19 -14 -15 -16 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0094807774660081688 -8.5473795339278621e-05 -8.8546719670597857e-05 0.00080210480196390944 0.0004878860695273718 0.015102907411534503 0.0013426694641059179 0.0067191723213148027 0.13476422088486809 0.0034173925295923808 0.0071931589704973048 1.9761729823633737e-05 0.0016443392446020865 0.0019831515315458857 -0.0040600501529456335 0.06924673035444523 -0.0032226160711748006 0.0065615398906839727 9.4405200376933065e-05 -0.00055625668605850448 -0.0073432054690982509 0.036759685179809244 0.01252121243146642 0.13262394842776387 0.023184111815474306 0.0025202375263404975 0.016463397158986197 0.0023126363842969852 -0.0042545875703853845 -0.00079152266570003352 0.00293543681208243 leaf_weight=894 181125 17561 26155 63662 1197 7977 6823 21 19103 4294 13712 2029 10496 28331 44 20988 5829 474559 148931 586 41 686 33 292 23673 1903 21 6046 245738 18445 leaf_count=894 181125 17561 26155 63662 1197 7977 6823 21 19103 4294 13712 2029 10496 28331 44 20988 5829 474559 148931 586 41 686 33 292 23673 1903 21 6046 245738 18445 internal_value=-9.74887e-06 -3.38407e-06 0.000171019 0.000948553 0.00183343 0.00311593 0.00562178 0.00913017 0.00410643 -0.000529093 0.00189504 -0.00125769 -0.00169906 -0.00254122 0.00780457 -6.86692e-05 0.00185175 -0.000163975 -0.000885547 0.0055294 0.00797774 0.0190438 0.07951 0.00435421 0.00118444 0.0175879 0.0685384 -0.00107058 -0.000349988 0.00019372 internal_weight=1.3312e+06 1.3303e+06 884993 208531 130426 66764 29068 8768 20300 78105 18050 60055 56388 45892 4338 676462 31984 644478 169919 3667 3081 760 74 2321 37696 1945 42 14023 445308 199570 internal_count=1331195 1330301 884993 208531 130426 66764 29068 8768 20300 78105 18050 60055 56388 45892 4338 676462 31984 644478 169919 3667 3081 760 74 2321 37696 1945 42 14023 445308 199570 cat_boundaries=0 1 2 3 4 5 cat_threshold=2336 5702 3236 102 1834 is_linear=0 shrinkage=0.05 Tree=144 num_leaves=31 num_cat=5 split_feature=104 14 91 28 136 8 5 5 76 79 19 76 136 80 31 28 136 124 136 7 3 31 43 84 136 132 122 12 126 40 split_gain=31.3295 33.7972 47.7813 39.5468 32.9696 32.1791 63.5389 60.812 49.9387 56.7705 77.3417 47.0484 80.4999 61.3189 49.3728 108.413 61.3892 52.523 54.544 54.1672 96.2249 52.5943 43.4963 44.7613 46.8652 41.6479 39.3812 37.8343 36.6428 42.1987 threshold=1.0000000180025095e-35 1.294999957084656 -0.90028300881385792 1016.3500061035157 0 13.449999809265138 11.250000000000002 10.250000000000002 19.865000724792484 12.555000305175783 7.4149999618530282 11.295000076293947 1 307.55207824707037 1018.6499938964845 1016.6499938964845 2 0.0087262028828263612 3 8.9499998092651385 309.50000000000006 1024.2500000000002 11.550000190734865 0.69362217187881481 4 1020.5499877929689 0.21643137186765674 6.0650000572204599 -0.25037047266960138 15.650000095367433 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 1 2 2 2 2 2 left_child=5 3 -3 -2 -4 7 -7 8 9 11 -11 13 -13 14 27 17 28 18 19 -16 -21 -20 23 -18 -25 -10 -12 -1 29 -17 right_child=1 2 4 -5 -6 6 -8 -9 25 10 26 12 -14 -15 15 16 22 -19 21 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00013238238863184151 0.0089171154796558912 -0.0008367530619045135 -0.0022370385823439107 -0.0031662503655204171 -0.011801059866104663 0.002718144254728984 -1.3100578742375128e-05 -0.0017920839538485538 0.0014755048623305645 0.0018873915507313405 -0.0011669419288877821 -0.0056955665466561084 0.0022498362174118449 -0.001367743091476765 0.017611024734179449 0.0043600413191671392 -0.00084806893779576726 0.0025355559722487469 0.0059856554426273084 0.0051380217870852602 0.15169442115085466 0.087381034921854742 0.001864734829261796 0.0037909941608560401 -1.454337574259401e-05 -0.011063305861294 -0.0038146371939586049 0.014104549073722867 0.0013174713966539293 0.07215540721688582 leaf_weight=625575 1227 4917 1456 1511 2431 31905 64027 48429 65618 18992 91975 3443 41657 76463 1150 11226 103018 4020 2582 24 21 20 27546 11701 26176 669 16575 467 46351 23 leaf_count=625575 1227 4917 1456 1511 2431 31905 64027 48429 65618 18992 91975 3443 41657 76463 1150 11226 103018 4020 2582 24 21 20 27546 11701 26176 669 16575 467 46351 23 internal_value=-9.26305e-06 -0.00260294 -0.00411179 0.00224876 -0.00825467 1.34218e-05 0.000895255 -5.57083e-05 1.58407e-05 -6.38418e-05 -0.00105621 6.51179e-05 0.00164251 -1.08572e-05 0.000109798 0.000729689 0.000529491 0.00651875 0.0107359 0.0195532 0.073531 0.00658598 4.75813e-05 -0.000307682 0.00116206 0.00134896 -0.00157123 -0.000121762 0.00193841 0.00449866 internal_weight=1.3312e+06 11542 8804 2738 3887 1.31965e+06 95932 1.22372e+06 1.17529e+06 1.109e+06 127542 981463 45100 936363 859900 233858 226041 7817 3797 1195 45 2602 168441 140895 37877 66287 108550 626042 57600 11249 internal_count=1331195 11542 8804 2738 3887 1319653 95932 1223721 1175292 1109005 127542 981463 45100 936363 859900 233858 226041 7817 3797 1195 45 2602 168441 140895 37877 66287 108550 626042 57600 11249 cat_boundaries=0 1 2 3 4 5 cat_threshold=2228 2080 531 334 388 is_linear=0 shrinkage=0.05 Tree=145 num_leaves=31 num_cat=3 split_feature=28 31 34 31 28 125 19 31 136 42 136 15 12 121 14 56 16 31 8 35 80 31 120 14 111 4 55 104 136 110 split_gain=34.1258 80.8966 57.7531 56.4651 109.994 89.53 73.2741 58.0406 56.6893 50.3953 59.001 59.7855 96.1607 50.556 48.1166 47.9885 46.699 64.6581 45.4802 43.2229 62.3876 52.5085 42.5642 45.1623 39.8059 39.5021 39.4174 48.4841 38.9175 38.7187 threshold=1012.1499938964845 1015.2500000000001 10.050000190734865 1016.9500122070314 1017.1499938964845 -0.30069434642791742 6.9049999713897714 1018.6499938964845 0 10.84999990463257 1 1.4650000333786013 1.3550000190734866 -0.8703225553035735 1.2150000333786013 273.08322143554693 9.5450000762939471 1012.7500000000001 9.4499998092651385 10.34999990463257 310.63249206542974 1023.7500000000001 0.13052122294902804 1.7050000429153445 0.11991867050528528 11.050000190734865 7.2249999046325692 1.0000000180025095e-35 2 0.070152278989553465 decision_type=2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 16 24 6 5 7 -2 28 15 10 -6 12 -12 18 -14 -7 26 -18 -13 20 -15 25 -8 -24 -3 -21 27 -1 -5 -25 right_child=3 2 -4 4 9 8 22 -9 -10 -11 11 13 14 19 -16 -17 17 -19 -20 21 -22 -23 23 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.00054995724565322813 0.0011228452630797599 -0.0051424572038795864 0.0036644549755437818 0.0074494288730683981 -0.0019977268637593588 0.0010152271189190661 -0.00047428716397728173 0.0089610706984444687 -0.00052116456873721668 0.0011763574759572758 -0.00010361210012275011 0.0015795678447620054 0.009546484252488583 -0.0010195702118852672 0.0029256316882266529 0.0048419880123746189 0.00052836797775454775 0.0036163572126454956 0.011719192387263893 -0.00086766599728937293 -0.0051493520527839285 0.0016427500404025139 -0.00073526747175592432 -0.0062760066315325838 0.019253676675636388 0.0025083128059374196 0.0039208735854927516 -0.011170767764623588 0.0013500447515420871 -0.0022201220267676013 leaf_weight=101867 62362 198 5619 3601 45532 22906 383134 6007 31759 67147 46515 13325 3170 63101 20427 12754 148866 19130 1206 116051 10695 32385 50781 7383 1075 9364 4916 1086 9539 28986 leaf_count=101867 62362 198 5619 3601 45532 22906 383134 6007 31759 67147 46515 13325 3170 63101 20427 12754 148866 19130 1206 116051 10695 32385 50781 7383 1075 9364 4916 1086 9539 28986 internal_value=4.93175e-06 0.000492395 0.00584302 -0.000126573 0.000246475 0.00187225 -0.000487601 0.00488957 0.00101533 -8.16455e-05 -0.000315139 -7.28148e-05 0.00121527 -0.000439742 0.00381507 0.00238322 0.000358719 0.000880003 0.00242111 -0.00061924 -0.00161809 -0.000152124 -0.000701154 -0.00169852 0.0154591 -0.000615602 -0.000453132 -0.000661991 0.00302827 -0.00304348 internal_weight=1.33089e+06 282757 6892 1.04813e+06 515484 86566 532646 19147 67419 428918 361771 316239 70112 246127 23597 35660 275865 167996 14531 231596 73796 157800 470284 87150 1273 125415 107869 102953 13140 36369 internal_count=1330887 282757 6892 1048130 515484 86566 532646 19147 67419 428918 361771 316239 70112 246127 23597 35660 275865 167996 14531 231596 73796 157800 470284 87150 1273 125415 107869 102953 13140 36369 cat_boundaries=0 1 2 3 cat_threshold=5907 6176 4678 is_linear=0 shrinkage=0.05 Tree=146 num_leaves=31 num_cat=1 split_feature=12 117 124 28 136 28 31 28 31 124 108 33 111 110 79 84 42 20 104 127 41 67 52 86 14 60 92 5 22 60 split_gain=32.3173 33.1777 44.5707 43.6608 41.9798 57.2038 79.5452 107.304 69.7394 47.1826 46.259 44.9985 41.7394 40.9595 55.4692 54.8702 42.8275 44.9566 39.5932 38.1222 98.5145 38.9306 36.6284 40.8632 34.1807 33.6716 59.2957 33.4857 31.3645 31.1423 threshold=0.51499998569488536 0.71322327852249157 0.98624804615974437 1018.2500000000001 0 1012.1499938964845 1017.0499877929689 1015.8500061035157 1014.4500122070314 0.43049471080303198 -0.94244751334190358 9.8499999046325701 -0.90038016438484181 0.60860139131546032 10.34500026702881 0.78322449326515209 9.6500000953674334 8.4749999046325701 -0.94741216301918019 0.87878364324569713 4.4500000476837167 15.34500026702881 8.3750000000000018 0.7135811746120454 0.78499999642372142 0.88196489214897167 -0.40911296010017389 14.250000000000002 10.085000038146974 0.8525940775871278 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 -3 27 8 -7 9 18 24 -10 19 -4 14 15 -9 28 -18 25 -12 21 -21 -16 -24 -8 26 -6 29 -15 -2 right_child=1 2 12 -5 5 6 7 13 10 -11 11 -13 -14 16 22 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0037952028990065169 -0.00011332593767383937 -0.00041454269491914952 0.069077685870655367 -0.0023284522757053335 -0.00089090132493042744 -0.00053241399317379855 0.036568586823369303 0.00097924111597409561 -0.0046872781543831534 0.0021036967199911348 0.013702901452147913 0.0060418478995099478 0.0016791711448638945 -0.00016422296582631416 -0.0030860000640976319 0.0043071558696137309 0.00027467823275484528 0.0034988217828001572 0.00085524792082629841 0.00028157107520937209 0.11046861868939901 0.068359403411990829 -0.0042947072107512507 0.0020053084775497414 0.0076788224839036204 -0.0018073204313625261 0.0092436986165351266 -0.0068674298735437733 -0.0031859957244897564 -0.0030642416021813912 leaf_weight=5572 544744 140999 23 37783 2108 210140 104 27434 782 6319 912 4263 18410 110760 8365 22581 31993 16331 89947 84 38 28 3111 14908 6590 1714 4577 1868 9309 9090 leaf_count=5572 544744 140999 23 37783 2108 210140 104 27434 782 6319 912 4263 18410 110760 8365 22581 31993 16331 89947 84 38 28 3111 14908 6590 1714 4577 1868 9309 9090 internal_value=4.68753e-06 2.06633e-05 -0.000577662 -0.00081902 0.000125263 0.000425789 0.000189642 0.000778198 0.00148376 0.00520248 0.00666833 0.00833596 0.00176327 0.000543006 0.00150322 0.00248174 0.000107364 0.00136427 0.00116181 0.0175448 0.0409035 0.017301 -0.000351732 0.000917604 0.00812766 0.00444489 0.00604793 -0.000184297 -0.000398502 -0.000161759 internal_weight=1.33089e+06 1.32532e+06 197215 178782 1.1281e+06 572398 467945 257805 104453 13013 6107 5325 18433 244792 76399 50015 168393 48324 98346 1062 150 112 26384 18019 6694 8399 6685 555702 120069 553834 internal_count=1330887 1325315 197215 178782 1128100 572398 467945 257805 104453 13013 6107 5325 18433 244792 76399 50015 168393 48324 98346 1062 150 112 26384 18019 6694 8399 6685 555702 120069 553834 cat_boundaries=0 1 cat_threshold=6241 is_linear=0 shrinkage=0.05 Tree=147 num_leaves=31 num_cat=2 split_feature=67 11 43 136 109 32 31 53 30 72 8 112 5 81 136 28 31 31 28 121 79 133 62 34 42 84 104 124 28 81 split_gain=31.2974 46.0603 53.5438 49.4431 41.9181 49.9212 89.6054 45.4917 56.3637 41.4779 39.1728 34.1197 44.2863 41.3261 48.6942 66.8994 56.3193 51.194 55.5208 42.0457 33.4691 34.2704 33.0681 33.0218 32.433 49.3105 42.6712 31.9548 35.4723 34.4845 threshold=95.034999847412124 17.44999980926514 0.25000000745058065 0 0.37982225418090826 12.84999990463257 1000.3500061035157 38.264999389648445 997.54998779296886 0.87104609608650219 21.050000190734867 -0.66259482502937306 12.050000190734865 325.50885009765631 1 1012.2500000000001 1013.2500000000001 1017.0499877929689 1016.9500122070314 0.13052122294902804 43.924999237060554 1016.1499938964845 0.88734272122383129 10.050000190734865 10.650000095367433 0.76674684882164013 -0.93426778912544239 -0.82409480214118946 997.54998779296886 295.77757263183599 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 4 7 -6 -7 8 -3 -10 -4 13 -13 14 15 16 27 19 -19 -17 -2 -22 -16 -18 25 -20 -27 28 -1 -29 right_child=20 2 10 -5 5 6 -8 -9 9 -11 -12 12 -14 -15 22 17 23 18 24 -21 21 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=0.014126225563281265 4.8190871663220828e-05 0.09789917782670067 -0.003085507508462434 0.0027417288637199993 0.0046401553907409318 0.10339899925248963 0.015843299623791888 0.0051405311338533557 0.019080989404724247 0.064368327408127729 0.017807995634615235 -0.00032370021417791039 -0.0028643851825159291 -0.0026986034443731489 -0.00012216390773912007 7.4204728524120448e-06 0.012052069251962534 0.0029939698798636754 -0.00048971542736648253 -0.0019626891088417144 -0.0071025793203665869 -0.041219238381783825 -0.0041447149465955223 0.0041266524509537194 0.0019731714632146621 0.0041150893890818342 0.00069717622624299621 0.0028954016513007171 -0.0014530501058982086 0.00043250979396538625 leaf_weight=377 2536 31 3908 7199 1792 35 177 233 274 62 238 284039 18254 12764 528400 128581 1555 24726 100564 34308 2339 76 5159 8491 30636 11023 53223 33177 11846 24864 leaf_count=377 2536 31 3908 7199 1792 35 177 233 274 62 238 284039 18254 12764 528400 128581 1555 24726 100564 34308 2339 76 5159 8491 30636 11023 53223 33177 11846 24864 internal_value=4.45315e-06 1.92694e-05 0.00287729 0.00489189 0.0107843 0.00735448 0.0302983 0.0224194 0.0333894 0.0274376 -0.00188612 -1.11169e-05 -0.00047712 0.0001284 0.000164595 0.000539564 0.00185167 0.00026449 0.000761667 -0.000407528 -0.00396352 -0.00817623 -0.000161055 0.00535341 0.000479257 0.000201558 0.0012836 0.00135101 -0.000972531 0.00184033 internal_weight=1.33089e+06 1.32594e+06 13949 9803 2604 2004 212 600 367 336 4146 1.31199e+06 302293 1.00969e+06 996930 463371 80310 383061 220172 162889 4951 2415 533559 10046 195446 164810 64246 70264 12223 58041 internal_count=1330887 1325936 13949 9803 2604 2004 212 600 367 336 4146 1311987 302293 1009694 996930 463371 80310 383061 220172 162889 4951 2415 533559 10046 195446 164810 64246 70264 12223 58041 cat_boundaries=0 1 2 cat_threshold=29 1946 is_linear=0 shrinkage=0.05 Tree=148 num_leaves=31 num_cat=4 split_feature=29 23 15 52 61 39 52 60 65 109 123 114 99 14 55 136 136 65 136 104 12 54 112 4 17 16 125 9 121 136 split_gain=30.2217 48.677 32.218 40.5027 32.0327 40.6495 37.3288 78.4028 52.9737 47.8855 41.9185 39.064 49.8989 74.5443 62.1796 35.1222 32.9824 35.1297 32.1422 38.306 37.2892 31.4174 31.147 38.3988 33.9744 34.5849 31.8895 30.8189 33.3179 65.9223 threshold=1029.6499633789065 9.7750000953674334 2.4550000429153447 31.545000076293949 0.8872080147266389 11.250000000000002 17.445000648498539 0.6911168396472932 23.224999427795414 0.89023375511169445 0.35019405186176306 -0.43049471080303187 -0.96479016542434681 4.0350000858306894 21.615000724792484 0 1 71.630001068115249 2 -0.92527544498443592 2.9750000238418584 10.055000305175783 -0.66259482502937306 11.84999990463257 14.550000190734865 14.550000190734865 0.98321744799613964 9.9499998092651385 0.58068084716796886 3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 1 2 2 2 2 2 2 2 2 2 2 1 left_child=4 2 -2 -4 6 -6 8 18 22 10 -9 -10 13 -13 -15 -7 17 -12 -8 -20 21 -21 23 24 25 -1 27 -24 -29 -30 right_child=1 -3 3 -5 5 15 7 9 11 -11 16 12 -14 14 -16 -17 -18 -19 19 20 -22 -23 26 -25 -26 -27 -28 28 29 -31 leaf_value=-0.00012763987640868076 0.0094337614600702707 -0.0060884306194932125 -0.0019064807713763826 0.014666506581841349 -0.0073832621873658848 0.00016108123840486007 -0.0010412403188209238 0.00071771276039541559 -0.0019379043923406988 -0.0056212821906257973 0.0050043679089298914 0.0085879641926204942 0.0019850222924322641 0.027062638447834898 0.12193288151775637 -0.0051286481101578095 -0.0026982995839666887 0.045843999507722631 0.0067603735116915104 0.0075307415922377281 0.0048822410163925955 0.0004705799188013082 -0.00028549157440013371 0.0020790066359823024 0.00083495368331951223 0.0015329274878553129 0.0015356805221715545 -0.0018036900802466034 0.011979923317810323 -0.0024022346137113054 leaf_weight=644855 2622 1079 1873 459 2965 13630 5142 76968 50346 3615 691 187 2642 39 31 4067 14345 57 6196 1735 10098 17165 198072 25152 130200 32958 18812 61577 1316 1993 leaf_count=644855 2622 1079 1873 459 2965 13630 5142 76968 50346 3615 691 187 2642 39 31 4067 14345 57 6196 1735 10098 17165 198072 25152 130200 32958 18812 61577 1316 1993 internal_value=4.23152e-06 0.00353506 0.00563109 0.00135553 -1.18468e-05 -0.00196514 1.90987e-05 0.000803047 -7.21769e-05 2.35902e-05 0.00024525 -0.00161292 0.00403096 0.0250635 0.0690766 -0.00105737 -0.00216411 0.0080094 0.0026519 0.00319087 0.00242928 0.0011187 1.4031e-06 0.00015509 9.52014e-05 -4.68964e-05 -0.000453032 -0.000595304 -0.00154104 0.00334654 internal_weight=1.33089e+06 6033 4954 2332 1.32485e+06 20662 1.30419e+06 136012 1.16818e+06 95676 92061 53245 2899 257 70 17697 15093 748 40336 35194 28998 18900 1.11494e+06 833165 808013 677813 281770 262958 64886 3309 internal_count=1330887 6033 4954 2332 1324854 20662 1304192 136012 1168180 95676 92061 53245 2899 257 70 17697 15093 748 40336 35194 28998 18900 1114935 833165 808013 677813 281770 262958 64886 3309 cat_boundaries=0 1 2 3 4 cat_threshold=2692 4 2148 204 is_linear=0 shrinkage=0.05 Tree=149 num_leaves=31 num_cat=4 split_feature=40 7 127 1 71 31 2 11 125 4 17 7 136 4 38 127 30 58 136 120 79 6 2 136 29 78 136 4 76 125 split_gain=29.4322 29.2583 61.4192 93.3373 66.3787 61.3441 65.9983 86.1271 61.2082 86.2519 59.4137 55.5884 55.1954 54.239 53.2196 50.8302 49.4645 52.8667 48.6041 48.2249 47.5646 43.1793 56.7241 40.8647 81.6261 39.4683 39.2337 64.6785 51.1886 37.6367 threshold=-1.0000000180025095e-35 3.2500000000000004 -1.0000000180025095e-35 276.50000000000006 268.85693359375006 1014.7500000000001 188.50000000000003 9.1500000953674334 -0.35019405186176294 5.7500000000000009 10.405000209808351 7.4500000476837167 0 4.4500000476837167 10.050000190734865 -0.84335932135581959 997.54998779296886 271.28038024902349 1 0.0087262028828263907 57.190000534057624 6.7500000000000009 325.50000000000006 2 1026.549987792969 63.254999160766609 3 6.5499999523162851 22.32499980926514 0.94260558485984813 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 1 2 2 1 2 2 2 left_child=-1 26 3 5 -5 6 12 -8 9 -4 -11 -7 14 -13 -3 -6 17 20 19 21 -9 -10 -23 -15 -25 -16 27 28 -2 -20 right_child=1 2 8 4 15 11 7 16 18 10 -12 13 -14 23 25 -17 -18 -19 29 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.008854447649097489 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124 245764 14098 4882 73305 internal_value=4.02027e-06 1.02614e-05 0.000176612 0.00092608 0.00335557 0.000466173 -0.000413233 0.00103385 -5.49447e-05 0.00193535 0.00783769 0.0014593 -0.00163753 0.00390861 -0.000192614 0.00661604 0.00488334 0.0201155 -0.000168688 -0.000717848 0.0123295 -0.000477217 -0.00115425 0.00261258 0.00552156 0.000415071 -0.000320358 0.000200747 -4.76158e-05 0.000177359 internal_weight=1.33089e+06 1.32995e+06 884776 208839 33241 175598 93131 42682 675937 36541 5293 82467 50449 18085 28623 10622 10840 508 639396 247156 412 220925 113990 14775 6634 26516 445174 199410 185312 392240 internal_count=1330887 1329950 884776 208839 33241 175598 93131 42682 675937 36541 5293 82467 50449 18085 28623 10622 10840 508 639396 247156 412 220925 113990 14775 6634 26516 445174 199410 185312 392240 cat_boundaries=0 1 2 3 4 cat_threshold=7340 614 4497 1834 is_linear=0 shrinkage=0.05 Tree=150 num_leaves=31 num_cat=3 split_feature=19 72 20 6 8 136 136 126 104 5 28 31 28 31 28 125 136 38 26 31 125 31 28 14 31 120 4 31 54 12 split_gain=32.6993 41.8761 36.4503 35.835 67.9662 59.109 55.3752 41.4907 40.2389 39.7088 36.9505 83.6354 49.7315 45.6578 105.398 67.3531 47.8021 41.3819 45.337 37.8449 37.5201 52.8064 85.9037 44.7148 38.1333 37.7411 56.5994 37.2395 37.1415 48.6251 threshold=6.4600000381469735 0.5110844373703004 6.0150001049041757 10.949999809265138 12.750000000000002 0 1 0.94260558485984813 -0.8476804494857787 6.4500000476837167 1012.2500000000001 1015.6499938964845 997.54998779296886 1016.9500122070314 1016.0499877929689 -0.23343648016452787 2 14.150000095367433 288.50000000000006 1010.2500000000001 1.0000000180025095e-35 1019.6499938964845 1020.3500061035157 3.185000061988831 1025.4500122070315 0.39873388409614569 5.8500001430511483 1023.6499938964845 27.755000114440922 3.2949999570846562 decision_type=2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 10 8 9 -8 -6 -5 11 17 -13 28 15 16 -15 18 -2 -20 21 -16 27 24 -24 -22 -27 -23 29 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21363 11322 leaf_count=59276 38092 19661 6648 460 716 45583 53515 4231 9958 28344 401327 461 2564 2243 55198 20884 5915 110890 48398 24651 244445 19362 35875 7134 7915 38747 4698 640 21363 11322 internal_value=-4.1441e-06 0.000941228 0.00033723 -6.91354e-05 4.19076e-06 0.00169938 -0.00105053 -0.00194355 0.00504687 0.000740219 -8.23387e-05 0.000489188 0.00874698 -0.000228993 0.00012806 0.0030398 0.00689237 0.000376682 0.00105851 0.000329276 -7.61906e-05 0.000642942 0.0015455 0.000454938 0.00105296 -0.000391241 -0.00174919 0.004322 -0.000593485 -0.000488243 internal_weight=1.33052e+06 85585 65924 1.24493e+06 1.15838e+06 56257 86550 57746 10674 28804 1.10212e+06 225056 3025 877068 443056 29042 8158 222031 111141 73049 414014 126124 70926 50924 43790 287890 43445 20002 434012 412649 internal_count=1330516 85585 65924 1244931 1158381 56257 86550 57746 10674 28804 1102124 225056 3025 877068 443056 29042 8158 222031 111141 73049 414014 126124 70926 50924 43790 287890 43445 20002 434012 412649 cat_boundaries=0 1 2 3 cat_threshold=1538 5145 582 is_linear=0 shrinkage=0.05 Tree=151 num_leaves=31 num_cat=1 split_feature=60 52 65 18 14 73 122 61 28 22 136 52 55 57 20 23 135 34 28 124 13 120 23 14 13 28 28 0 28 2 split_gain=30.8499 55.1086 49.4912 54.8033 47.3944 80.5868 46.2588 46.4083 45.1927 38.5909 35.4657 31.1811 100.149 49.5179 46.4174 45.0182 44.7871 42.1831 45.7982 40.8164 39.8199 45.1067 36.7068 45.5982 35.51 34.7332 33.6351 33.3269 32.9756 51.6827 threshold=0.82422256469726574 20.214999198913578 23.224999427795414 10.405000209808351 5.1050000190734872 0.80039209127426159 -0.74892720580101002 0.69063735008239757 1000.4500122070314 8.0950002670288104 0 2.7749999761581425 2.4550000429153447 243.76004028320315 8.3350000381469744 7.9249999523162851 1029.7500000000002 14.250000000000002 1013.4500122070314 -0.44618082046508784 5.5850000381469735 -0.18222858756780622 8.6750001907348651 2.8649998903274541 4.2550001144409189 1005.5499877929689 1033.049987792969 302.50000000000006 1017.9500122070314 144.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 11 4 -4 -6 8 -8 9 -3 -2 14 13 -13 22 19 20 18 -14 -16 -17 -22 28 -24 -21 27 -20 -15 29 -1 right_child=10 6 3 -5 5 -7 7 -9 -10 -11 -12 12 17 25 15 16 -18 -19 26 24 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00089330922891972932 -0.0003067040001046926 -0.01411757550335356 0.00045452742966151018 -0.0026392134589466633 0.12627909824252129 0.0087877156842430994 0.0022534482267700831 -0.00025841279970900921 0.0036468999414197428 0.066191072360827372 -0.0028943811397931321 0.001012624765763326 0.0023582057412908455 0.014010502503798048 0.0061546884752407592 0.00018758319441480612 0.068619669663409391 -0.00075862903910466854 0.00015154963124815087 0.0020344186699384355 0.01861986734883805 0.00038542458990021894 0.0029058059020651734 -0.0023556681668304891 -0.0079536476973078429 0.0045200868390094856 0.025502705628777506 0.077975130506924228 -0.00090890725031016163 -0.00035919401993034401 leaf_weight=101102 44134 21 20240 36520 20 54 30701 45851 14211 52 18912 14545 31287 672 6441 96058 24 81502 106538 16081 629 736 17925 5346 942 16334 131 21 179143 444343 leaf_count=101102 44134 21 20240 36520 20 54 30701 45851 14211 52 18912 14545 31287 672 6441 96058 24 81502 106538 16081 629 736 17925 5346 942 16334 131 21 179143 444343 internal_value=-3.92993e-06 4.97667e-05 -4.18383e-05 -0.00148123 0.000600559 0.0405421 0.00123636 0.000748963 0.00384847 0.0430886 -0.00108344 3.12162e-05 0.00052205 0.00315508 -0.00011061 0.000798329 0.000324908 0.000143253 0.000676069 0.00276447 0.000308084 0.00878796 -0.000257564 0.0016971 0.00148171 0.00498524 0.000182683 0.0159488 -0.00032034 -0.000127034 internal_weight=1.33052e+06 1.26747e+06 1.17663e+06 56834 20314 74 90836 76552 14284 73 63046 1.1198e+06 251030 31572 868770 120911 97447 219458 137956 23464 97423 1365 747859 23271 17023 17027 106669 693 724588 545445 internal_count=1330516 1267470 1176634 56834 20314 74 90836 76552 14284 73 63046 1119800 251030 31572 868770 120911 97447 219458 137956 23464 97423 1365 747859 23271 17023 17027 106669 693 724588 545445 cat_boundaries=0 1 cat_threshold=7812 is_linear=0 shrinkage=0.05 Tree=152 num_leaves=31 num_cat=3 split_feature=19 87 84 55 28 31 31 28 0 65 87 136 72 13 83 20 130 57 135 107 79 5 7 7 43 109 103 136 20 136 split_gain=29.9225 40.0779 57.8142 59.6057 40.6546 89.7297 47.2577 61.7002 69.7831 51.8487 39.4114 37.7041 37.4385 34.8696 34.7734 34.6061 33.7598 41.8307 39.4192 35.284 33.4871 32.4154 41.3268 32.2197 32.1415 39.6615 38.0366 37.6415 32.9813 31.8754 threshold=6.4600000381469735 0.83266523480415355 0.83213230967521679 0.10500000044703485 1013.0499877929689 1015.2500000000001 1016.9500122070314 1016.4500122070314 212.50000000000003 9.4749999046325701 0.79167011380195629 0 0.60408654808998119 5.5850000381469735 281.15339660644537 4.6349999904632577 306.50000000000006 261.29203796386724 1028.850036621094 -0.88827788829803456 63.939998626708991 5.7500000000000009 8.8499999046325701 7.6499998569488534 10.150000095367433 0.60784924030303966 0.089307855814695372 1 8.2750000953674334 2 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 left_child=12 2 4 -4 5 16 9 8 11 13 -5 15 21 -6 29 -8 17 18 -2 -19 -3 23 -23 -1 25 26 -9 -27 -26 -7 right_child=1 20 3 10 6 14 7 24 -10 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 22 -24 -25 28 27 -28 -29 -30 -31 leaf_value=0.00089378966516127044 0.00022306166056270174 -0.00059631416597296966 -0.0030272999409386436 0.0034136424201720488 -0.00049777730265951738 -0.0007468442667931107 0.036460737109081737 -0.0010460588723189988 0.00052137800873793428 -0.0026462633380566584 0.00094110228709335482 0.0027708307329588604 0.0033744643738124465 0.013527027134251832 0.013174287266563995 0.0079830356385205883 -0.0027420139630056507 0.0048259933986520148 0.052548762721320003 0.00082194359039859362 0.0063142855541138236 -0.0021138795682745823 0.0011671868156884456 0.0050188814888848243 0.000127206353316137 0.00058315936116276623 0.0012510800740174017 -0.0012131756327065427 0.0023058250801323192 0.006286427888219444 leaf_weight=28486 183590 309562 6846 25724 243841 2294 109 26030 20756 30895 43153 6240 12975 444 1256 5012 8448 9535 36 13008 1763 19973 18474 5677 54720 38116 58565 124111 25452 5425 leaf_count=28486 183590 309562 6846 25724 243841 2294 109 26030 20756 30895 43153 6240 12975 444 1256 5012 8448 9535 36 13008 1763 19973 18474 5677 54720 38116 58565 124111 25452 5425 internal_value=-3.73464e-06 -6.59052e-05 9.79178e-05 0.00142228 -1.89797e-05 0.000560752 -0.000223339 0.000154456 0.00224568 -0.000716363 0.00186454 0.00539591 0.000900607 -0.000472287 0.00545882 0.00857244 0.000355921 0.000482863 0.00023332 0.00251553 -0.00055718 0.000458543 -0.000537309 0.00157927 -5.09424e-05 -0.000333465 0.000544247 -0.000791157 0.000818847 0.0042034 internal_weight=1.33052e+06 1.24493e+06 933606 75723 857883 223592 634291 359111 32117 275180 68877 11361 85585 244285 8975 5121 214617 206169 183626 22543 311325 72610 38447 34163 326994 246822 84595 162227 80172 7719 internal_count=1330516 1244931 933606 75723 857883 223592 634291 359111 32117 275180 68877 11361 85585 244285 8975 5121 214617 206169 183626 22543 311325 72610 38447 34163 326994 246822 84595 162227 80172 7719 cat_boundaries=0 1 2 3 cat_threshold=846 80 2576 is_linear=0 shrinkage=0.05 Tree=153 num_leaves=31 num_cat=0 split_feature=60 52 65 18 122 16 75 104 79 20 126 28 52 55 99 20 22 56 135 54 33 28 92 23 14 111 86 78 39 31 split_gain=28.8861 66.1311 37.7528 61.3007 37.6575 37.9922 37.5725 34.6474 33.7639 35.4307 41.1 40.5632 33.6684 89.3992 44.2736 41.0906 42.7893 40.5303 38.0948 36.254 35.6548 58.6538 34.6479 33.748 39.7704 33.5004 36.7911 40.7355 54.3824 36.7666 threshold=0.79575085639953624 28.494999885559086 25.755000114440922 10.405000209808351 0.28400452435016638 8.7100000381469744 0.58603337407112133 1.0000000180025095e-35 13.305000305175783 9.3150000572204608 0.36648726463317877 1011.8500061035157 2.9050000905990605 2.7050000429153447 -0.81297993659973133 8.3350000381469744 7.7149999141693124 247.77606201171878 1029.7500000000002 1.6950000524520876 13.750000000000002 1014.4500122070314 -0.23624098300933835 8.6750001907348651 2.8649998903274541 0.76060619950294506 0.73744565248489391 27.134999275207523 11.84999990463257 1028.850036621094 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 -4 5 -3 -7 -6 9 10 -8 -12 15 14 17 23 -17 -14 -18 -19 21 22 -15 -1 -25 26 27 -2 -29 -28 right_child=25 4 3 -5 7 6 8 -9 -10 -11 11 -13 13 20 -16 16 18 19 -20 -21 -22 -23 -24 24 -26 -27 29 28 -30 -31 leaf_value=-0.00030078199073316832 -0.0032104768217731229 0.01780737113121136 0.0010890744079620636 -0.0025014424670512661 0.0001083950785997876 -0.0021091277461487276 0.010907986084988136 -0.0093131516627959245 0.001350411580232248 0.0019836072354205295 0.02271874369723776 0.0032175038562117018 0.001641846107873057 0.00096667039856470661 0.00084771209323992775 0.0042137385527137479 0.00048234896402621916 0.012366918620390134 0.063482760296513646 0.0050053419241779338 -0.00052725278665283063 5.4554439821882886e-05 0.0040779988898153319 0.0027447629894987594 -0.0021574402700567292 -0.0040835306947471098 -0.00013478122464441052 -0.0048243401581051643 0.016408074767447236 0.011056021965539065 leaf_weight=733197 16776 402 17773 35898 8404 4208 3389 1104 17843 8077 279 6026 8076 18840 15510 8308 112868 1997 24 10291 100711 90253 17042 18114 5362 7487 60305 576 633 743 leaf_count=733197 16776 402 17773 35898 8404 4208 3389 1104 17843 8077 279 6026 8076 18840 15510 8308 112868 1997 24 10291 100711 90253 17042 18114 5362 7487 60305 576 633 743 internal_value=-3.54502e-06 5.78953e-05 -1.64976e-05 -0.00131245 0.00184436 0.00251329 0.0023589 -0.000985567 0.00288682 0.00442946 0.00646734 0.00408045 4.44841e-05 0.000541059 0.00286041 -0.000104125 0.000750603 0.00439335 0.000495742 0.00620172 0.000174272 0.000734396 0.00244438 -0.000241031 0.00162508 -0.000886942 -0.000584121 -0.00257167 0.00629238 1.41925e-06 internal_weight=1.33052e+06 1.244e+06 1.19426e+06 53671 49732 40224 39822 9508 35614 17771 9694 6305 1.14059e+06 262720 35874 877873 121200 20364 112892 12288 226846 126135 35882 756673 23476 86520 79033 17985 1209 61048 internal_count=1330516 1243996 1194264 53671 49732 40224 39822 9508 35614 17771 9694 6305 1140593 262720 35874 877873 121200 20364 112892 12288 226846 126135 35882 756673 23476 86520 79033 17985 1209 61048 is_linear=0 shrinkage=0.05 Tree=154 num_leaves=31 num_cat=2 split_feature=80 126 67 79 56 136 87 8 80 16 135 129 132 16 19 17 15 18 31 24 136 18 76 79 76 132 118 123 12 23 split_gain=28.1372 32.3645 29.1168 41.2701 32.6191 48.9833 48.7536 40.8271 37.5871 45.0262 43.4099 61.7518 49.4017 38.8448 72.1374 44.2455 44.4427 56.1402 48.6736 42.6871 44.3892 39.253 38.1064 36.2314 61.8801 50.1777 35.9311 35.7626 33.1495 31.9219 threshold=336.66778564453131 0.96359375119209301 95.034999847412124 57.190000534057624 297.31208801269537 0 0.53971049189567577 17.150000572204593 295.24462890625006 9.5450000762939471 1018.2500000000001 306.50000000000006 1018.5499877929689 12.699999809265138 13.344999790191652 13.344999790191652 2.5649999380111699 10.405000209808351 1025.549987792969 218.50000000000003 1 12.309999942779543 26.435000419616703 15.864999771118166 14.47499990463257 1018.6499938964845 0.28400452435016638 -0.36648726463317866 3.9250000715255742 8.3850002288818377 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 8 6 -6 23 10 -10 13 12 -12 15 19 16 18 -18 22 -15 -21 26 -1 24 -8 -25 -22 -7 29 -14 right_child=1 -3 -4 -5 5 27 7 -9 9 -11 11 -13 28 14 -16 -17 17 -19 -20 20 21 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00014535708433124027 -0.0047707630241266875 0.00011709692586715187 -0.0039118117490026935 0.0054938598203748057 -0.0055056188499462942 0.00074734448100586453 0.0016739851905134538 0.011078116670606823 0.00017166574723063738 -0.0011250545882117216 0.0190438975415522 -0.0027131205967795245 0.0008659480815413961 -0.00029689767319199804 -7.0816990711459004e-05 0.0014920199625487521 1.2432086219405969e-05 -0.0026498868062141247 0.0038883992471446215 0.00066808747732774931 0.0065595120177812521 0.0016751602237212099 -0.0048743983680161239 0.00085860532436341864 0.0065617814798416196 -0.0099527150563309113 0.0026761971831009567 -0.0019364108582604113 -0.0079770840488899829 0.013290092092829232 leaf_weight=405938 6619 6935 4692 3452 2270 30256 27455 1202 116544 157298 858 1836 944 30347 239013 35768 37022 42570 7430 47126 10014 36931 4305 26801 8474 1118 14702 21049 404 1143 leaf_count=405938 6619 6935 4692 3452 2270 30256 27455 1202 116544 157298 858 1836 944 30347 239013 35768 37022 42570 7430 47126 10014 36931 4305 26801 8474 1118 14702 21049 404 1143 internal_value=-3.36777e-06 -0.00226985 1.99586e-05 3.40166e-05 1.96163e-05 0.000810271 0.00169711 0.00194872 -5.91873e-05 -0.000573185 9.44157e-05 0.00465644 0.00869661 6.84555e-05 0.000456063 -0.000206513 -0.000328688 -0.00141152 -0.000122343 0.00136126 0.00182388 0.00270687 -0.000194983 0.00177685 0.00282679 0.000425672 0.00424957 -0.000353656 0.00513259 0.00767035 internal_weight=1.33052e+06 13554 1.31696e+06 1.31227e+06 1.30882e+06 118625 67320 65050 1.19019e+06 273842 916351 5185 3349 911166 378133 533033 497265 79592 417673 139120 108773 61647 410243 63848 35929 27919 24716 51305 2491 2087 internal_count=1330516 13554 1316962 1312270 1308818 118625 67320 65050 1190193 273842 916351 5185 3349 911166 378133 533033 497265 79592 417673 139120 108773 61647 410243 63848 35929 27919 24716 51305 2491 2087 cat_boundaries=0 1 2 cat_threshold=1812 3168 is_linear=0 shrinkage=0.05 Tree=155 num_leaves=31 num_cat=2 split_feature=104 5 29 13 93 12 123 61 52 60 66 16 7 136 64 16 39 66 30 42 31 111 135 76 136 8 35 120 39 35 split_gain=34.0146 32.0137 29.9719 33.6877 38.5349 28.9609 27.0481 26.6354 66.9907 54.2612 45.6681 36.5557 34.7907 45.0706 33.5653 58.5047 33.7559 41.5438 35.3415 33.2868 32.7054 52.9343 31.5206 32.5156 31.2376 30.5105 29.1051 28.7675 28.4213 27.9388 threshold=1.0000000180025095e-35 14.050000190734865 1018.7500000000001 1.3750000000000002 -0.81550005078315724 0.60500001907348644 0.64942333102226268 0.79618269205093395 21.57499980926514 0.6911168396472932 23.675000190734867 9.5450000762939471 13.550000190734865 0 44.274999618530281 15.405000209808351 12.050000190734865 72.06000137329103 1011.5499877929689 0.35000000894069677 1025.1499633789065 -0.70369523763656605 1020.8500061035157 19.394999504089359 1 20.94999980926514 12.550000190734865 -0.84335932135581959 7.7500000000000009 9.3499999046325701 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=5 2 3 -2 -5 -1 -3 8 10 11 12 -10 28 -14 22 20 26 -18 -19 -15 -16 -22 23 -9 -13 -21 -17 -11 -7 -12 right_child=1 6 -4 4 -6 7 -8 14 9 27 29 24 13 19 15 16 17 18 -20 25 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0021479015251951628 0.0059640887305626384 -0.007803612906356088 -0.0061092863284856426 -0.011986941827681332 -0.0003535261707423706 -0.0062233810789742864 -0.030931252920748414 -0.00083017267079378131 0.01282491093296252 0.0043869788808985647 -0.0048369815825174724 -0.00190792430110525 -0.0077308786196932308 0.005449942322390296 -0.0045893659048728093 -0.0062316251492406972 0.0035373319055833166 0.036355750065778146 0.008546494148553364 -0.0012650261835330243 0.059213498078806465 0.0024349321160357425 0.0052739840532610403 0.0033458878570575921 0.0036536688286647207 0.018152371192433674 0.02690045428203626 0.00014719802937435594 7.169231803651759e-05 -0.00101992165316113 leaf_weight=15095 1714 867 2996 830 5000 1796 148 60115 990 4426 5313 2841 949 7766 13845 835 1221 209 252 3702 43 905 2447 5053 22515 214 72 41653 1077592 49067 leaf_count=15095 1714 867 2996 830 5000 1796 148 60115 990 4426 5313 2841 949 7766 13845 835 1221 209 252 3702 43 905 2447 5053 22515 214 72 41653 1077592 49067 internal_value=5.94336e-06 -0.00269505 -0.00187835 -0.000198084 -0.00200974 2.96067e-05 -0.0111759 5.48169e-05 0.000114496 0.00158929 2.13244e-05 0.00339923 9.17472e-05 0.00270064 -0.000800958 -0.00276064 0.00417326 0.00836573 0.0211542 0.00355164 -0.00397418 0.00501033 -0.000297177 -0.000506369 0.00303121 -0.000203912 -0.00360152 0.000554439 6.12179e-05 -0.00139285 internal_weight=1.33047e+06 11555 10540 7544 5830 1.31892e+06 1015 1.30382e+06 1.21882e+06 72425 1.1464e+06 26346 1.09202e+06 12631 84997 17382 2589 1682 461 11682 14793 948 67615 65168 25356 3916 907 46079 1.07939e+06 54380 internal_count=1330471 11555 10540 7544 5830 1318916 1015 1303821 1218824 72425 1146399 26346 1092019 12631 84997 17382 2589 1682 461 11682 14793 948 67615 65168 25356 3916 907 46079 1079388 54380 cat_boundaries=0 1 2 cat_threshold=1570 2144 is_linear=0 shrinkage=0.05 Tree=156 num_leaves=31 num_cat=5 split_feature=120 116 56 136 35 33 77 31 136 8 136 16 120 116 136 4 108 136 30 55 67 13 135 71 37 83 78 76 125 6 split_gain=32.8123 57.6344 43.7628 45.371 52.2166 49.7208 43.4058 41.8708 40.1472 41.0406 37.8047 72.2807 36.9759 52.6643 36.2737 36.244 36.1655 51.9988 57.6624 48.6515 46.6556 45.2814 43.4125 43.4764 41.3319 48.0056 40.5203 36.8706 36.5916 43.2056 threshold=0.061046212911605842 0.31729258596897131 290.07197570800787 0 10.949999809265138 10.949999809265138 7.8150000572204599 1001.8500061035157 1 7.0499999523162851 2 6.9049999713897714 0.49240480363368994 -0.36648726463317866 3 14.550000190734865 -1.0000000180025095e-35 4 1029.1499633789065 9.9049997329711932 17.185000419616703 6.0750000476837167 1016.5499877929689 295.03256225585943 10.750000000000002 202.17022705078128 25.625000000000004 53.245000839233406 0.93038213253021251 7.1499998569488534 decision_type=2 2 2 1 2 2 2 2 1 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 16 -4 -5 -6 10 -8 -3 -10 11 12 -2 -14 -9 -12 17 18 20 21 -1 28 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leaf_count=6648 817 64794 53861 18980 4642 73021 751 12139 42133 11786 90427 50250 504 154 15602 795 456845 62742 39 68052 28 533 1005 107 4736 62 169 153 84450 204246 internal_value=5.64394e-06 -0.000464527 0.000136778 0.000925302 0.000277054 0.000851636 0.000121871 -0.00166016 -0.00131137 -0.00231919 0.000477063 0.00155673 0.0124665 0.0212878 -0.00197553 -0.000135289 3.40622e-06 0.00104884 0.00411748 -9.37874e-05 0.00391742 2.29478e-05 0.000488967 0.00960105 0.00757726 0.0411534 0.00682019 0.00695917 1.25326e-05 -0.000112664 internal_weight=1.33047e+06 290152 1.04032e+06 150504 96643 77663 171439 28492 118713 53919 142947 51725 1475 658 27741 91222 889815 75689 11666 814126 11627 746074 64023 1281 4979 90 1174 4889 745541 661091 internal_count=1330471 290152 1040319 150504 96643 77663 171439 28492 118713 53919 142947 51725 1475 658 27741 91222 889815 75689 11666 814126 11627 746074 64023 1281 4979 90 1174 4889 745541 661091 cat_boundaries=0 1 2 3 4 5 cat_threshold=1556 6300 4806 2180 4359 is_linear=0 shrinkage=0.05 Tree=157 num_leaves=31 num_cat=0 split_feature=120 116 56 87 79 76 77 2 80 22 124 71 123 67 6 121 11 31 23 31 76 12 132 36 64 21 43 43 43 8 split_gain=29.6139 52.0144 39.4965 40.5747 49.6393 87.7047 39.1761 38.2623 47.4035 47.8308 46.067 58.1415 42.953 46.8106 47.6789 38.117 37.8185 43.7306 43.3989 37.7888 37.5639 36.5114 33.7902 33.1419 32.919 31.4571 31.3262 33.7944 74.1659 32.413 threshold=0.061046212911605842 0.31729258596897131 290.07197570800787 0.58822801709175121 7.5150001049041757 8.5050001144409197 7.8150000572204599 251.50000000000003 285.01889038085943 6.6549999713897714 -0.96359375119209278 253.61289215087893 0.53727915883064281 18.164999961853031 4.3500001430511483 -0.35019405186176294 19.750000000000004 997.35000610351574 7.5850000381469735 1001.8500061035157 37.504999160766609 3.4650000333786015 1021.5499877929689 9.2500000000000018 38.635000228881843 4.8750000000000009 10.449999809265138 1.0000000180025095e-35 7.1499998569488534 19.250000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 7 24 5 -5 16 8 10 -10 -1 20 13 -13 -15 23 -2 18 -18 21 -12 -8 -6 -9 -4 -25 27 29 -29 -27 right_child=1 -3 3 4 22 -7 19 15 9 -11 11 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31 leaf_value=-0.0010323411700852766 0.00040098710580639408 -0.0012458054263339729 -0.0018494834788197298 0.001065816740028231 0.00059614709225753787 0.0063911167778706703 0.023707419680090908 -0.0036610196486709171 0.00083782779262108874 -0.0016079357599116861 0.00072986861861357188 0.0023663998621737347 -0.00080875020201799446 0.0027307928625396683 0.0096723038575776757 0.00076372884920566345 0.02444552060552552 0.0075413487159723888 0.10504279773196448 -0.001876818680213852 -0.012043990054736591 0.00094107826132881355 -0.0059784824332916875 -0.0016820775118542787 -0.013189518793354622 -0.00030567631725751448 0.00041945597820726893 -0.0059094196754953671 -0.00077224981191227767 0.010294241187420367 leaf_weight=27124 142360 118713 3673 27291 105986 10788 282 7594 35457 45827 134549 25210 6878 4656 5278 84354 61 503 23 27741 578 469 1991 39877 775 289286 136374 8651 37399 723 leaf_count=27124 142360 118713 3673 27291 105986 10788 282 7594 35457 45827 134549 25210 6878 4656 5278 84354 61 503 23 27741 578 469 1991 39877 775 289286 136374 8651 37399 723 internal_value=5.36104e-06 -0.000441308 0.00012994 0.000879044 0.00102231 0.0025745 0.000115767 3.23591e-06 0.000480184 -0.000541066 0.000886558 0.00118037 0.00280471 0.00351189 0.00641886 -0.000222157 0.00045321 0.0131183 0.0465138 -0.00157721 0.000675229 0.00948982 0.000474917 -0.000382117 -0.00382532 -0.000333513 -0.000219684 -0.00047905 -0.00173732 -0.00027925 internal_weight=1.33047e+06 290152 1.04032e+06 150504 146056 38079 171439 889815 285557 81284 204273 177149 42022 35144 9934 604258 142947 587 84 28492 135127 751 107977 519904 4448 512310 472433 336059 46050 290009 internal_count=1330471 290152 1040319 150504 146056 38079 171439 889815 285557 81284 204273 177149 42022 35144 9934 604258 142947 587 84 28492 135127 751 107977 519904 4448 512310 472433 336059 46050 290009 is_linear=0 shrinkage=0.05 Tree=158 num_leaves=31 num_cat=3 split_feature=104 9 7 110 28 43 2 59 22 125 11 31 70 1 39 136 6 2 8 8 33 136 8 76 108 78 79 38 29 136 split_gain=29.6368 29.8431 27.8104 36.821 64.346 50.0933 59.9055 47.4521 43.1205 52.0229 56.3717 51.4562 48.3117 43.7894 42.2014 35.5032 50.6326 76.7363 64.4244 58.2396 37.1463 35.2584 60.6353 53.0324 41.7457 42.7365 35.9344 33.9414 35.0382 36.6362 threshold=1.0000000180025095e-35 17.650000572204593 3.2500000000000004 -0.075120981782674776 1005.5499877929689 8.3499999046325701 248.50000000000003 236.34067535400393 8.2950000762939471 -0.79332312941551197 6.7500000000000009 1013.8500061035157 276.57347106933599 216.50000000000003 9.3499999046325701 0 6.7500000000000009 322.50000000000006 15.650000095367433 9.2500000000000018 13.250000000000002 1 7.5499999523162851 28.505000114440922 -0.84033736586570729 45.364999771118171 7.0450000762939462 13.250000000000002 1024.1499633789065 2 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 1 left_child=2 -2 21 4 5 6 14 -8 9 27 -11 -10 -12 -14 -4 -5 19 -18 -19 -17 -21 22 23 -1 25 -25 -23 28 29 -6 right_child=1 -3 3 15 8 -7 7 -9 11 10 12 -13 13 -15 -16 16 17 18 -20 20 -22 26 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00018274935120103468 -0.0017612626054596152 -0.011069892240712309 -0.024054597320930994 0.00060409624630205225 -0.0060635537337755058 -0.011778190960662118 0.091690110181586751 0.023294371085836194 -0.0060894557298388999 0.00079113162583337854 0.0030548126724588478 0.00033252286419078298 0.0029153214406078876 0.012974112832233448 0.0065135686238985552 9.2243244716577437e-05 -0.0012653627064486278 0.00017927265059815937 0.0055542401628746099 0.003969129980509494 0.0003186096486483441 -0.00040253785975098954 0.0029728917050952292 0.012525208432365348 0.0060260553809088763 0.10895729742944241 -0.0019427696840245597 0.0023918176031815751 0.010096118437718975 -0.00053416457618788815 leaf_weight=177127 10618 937 115 238538 4426 381 29 202 4444 15805 9180 10463 1704 2964 6209 274742 169328 86495 5959 16838 11889 197497 17930 27 2678 20 46852 7232 592 9250 leaf_count=177127 10618 937 115 238538 4426 381 29 202 4444 15805 9180 10463 1704 2964 6209 274742 169328 86495 5959 16838 11889 197497 17930 27 2678 20 46852 7232 592 9250 internal_value=5.09299e-06 -0.0025161 2.71811e-05 0.000190221 0.00126543 0.00584681 0.00687123 0.0318808 0.000784406 0.00147401 0.00283175 -0.00158197 0.00516076 0.00930227 0.0059577 9.25763e-05 -0.000123296 -0.000632807 0.000525709 0.000316221 0.00245832 -0.000296142 0.000200156 -7.62557e-05 0.00684591 0.0535601 -0.000697837 -0.000398594 -0.00181297 -0.00232848 internal_weight=1.33047e+06 11555 1.31892e+06 876785 72996 6936 6555 231 66060 51153 29653 14907 13848 4668 6324 803789 565251 261782 92454 303469 28727 442131 197782 179852 2725 47 244349 21500 14268 13676 internal_count=1330471 11555 1318916 876785 72996 6936 6555 231 66060 51153 29653 14907 13848 4668 6324 803789 565251 261782 92454 303469 28727 442131 197782 179852 2725 47 244349 21500 14268 13676 cat_boundaries=0 1 2 3 cat_threshold=1176 1834 834 is_linear=0 shrinkage=0.05 Tree=159 num_leaves=31 num_cat=1 split_feature=54 39 67 122 16 29 122 29 56 136 104 22 11 12 135 76 16 12 71 95 40 0 65 15 9 39 38 85 65 34 split_gain=29.283 66.3272 50.2958 46.0202 43.5206 36.5324 35.7968 78.9178 34.6851 52.6699 85.0322 57.6852 54.6005 51.2531 48.6643 47.2258 46.491 43.9135 44.8479 41.2793 40.1306 38.5789 35.714 33.0971 30.8685 30.391 30.3703 30.1768 33.0247 30.1377 threshold=50.30999946594239 10.750000000000002 8.055000305175783 0.56638467311859142 13.344999790191652 1035.350036621094 -0.74892720580101002 1007.0499877929689 264.86759948730474 0 -0.90936982631683339 6.8949999809265146 15.750000000000002 2.2350000143051152 1023.1499938964845 39.645000457763679 17.029999732971195 3.8850001096725468 255.35951995849612 -0.017987341620028015 6.6499998569488534 102.50000000000001 9.7349996566772479 4.555000066757203 25.349999427795414 8.8499999046325701 17.849999427795414 0.73278510570526134 43.135000228881843 5.5499999523162851 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 5 -3 4 -4 23 7 -6 22 15 11 13 17 -11 16 21 27 19 -19 -12 -14 -10 -1 -2 -24 -21 -18 -13 -29 -23 right_child=1 2 3 -5 6 -7 -8 -9 9 10 12 14 20 -15 -16 -17 26 18 -20 25 -22 29 24 -25 -26 -27 -28 28 -30 -31 leaf_value=-3.6000372786078221e-06 -0.0052474735611131133 -0.005536269520644798 -0.0024896514014399206 -0.0046776263784519606 0.036473111048795061 0.033080942768566803 0.00062324329551637265 0.0039641576385256953 -0.00313519742012929 0.0044180124815993939 0.0015647508995419558 -0.00061316474283280267 0.0051895532463070914 0.014327499224502639 0.018837672369879519 -0.0079590789759530524 0.0077790194619022828 -0.010218524656134632 0.0066392784077106276 -0.0058355934410601181 -0.010018571252265818 0.0072604134092035671 -0.0011632197962818693 -0.016101413623386265 0.052308562563525313 -0.0002459445253693974 0.044403758972626307 0.0031287518010049108 -0.0022618786529392939 -8.6532692857230103e-05 leaf_weight=904154 3934 4652 9483 4854 194 57 25858 4951 10948 4662 35996 11691 7893 1812 430 2122 2350 436 4148 2481 459 1428 74297 855 27 122465 58 22539 3251 61986 leaf_count=904154 3934 4652 9483 4854 194 57 25858 4951 10948 4662 35996 11691 7893 1812 430 2122 2350 436 4148 2481 459 1428 74297 855 27 122465 58 22539 3251 61986 internal_value=4.83609e-06 -0.00112651 -0.000585116 -7.71153e-05 0.000474455 -0.00671165 0.0013811 0.00518996 5.34715e-05 0.000526582 0.000918456 0.0028105 0.000409334 0.00719157 0.00210703 -0.00060409 0.00192668 0.000210308 0.00503587 7.28652e-05 0.00435376 -0.000394289 -9.02079e-05 -0.00718527 -0.00114379 -0.000356936 0.00866118 0.00149401 0.00244923 7.89109e-05 internal_weight=1.33047e+06 54838 49992 45340 40486 4846 31003 5145 1.27563e+06 297155 220671 46793 173878 6474 40319 76484 39889 165526 4584 160942 8352 74362 978478 4789 74324 124946 2408 37481 25790 63414 internal_count=1330471 54838 49992 45340 40486 4846 31003 5145 1275633 297155 220671 46793 173878 6474 40319 76484 39889 165526 4584 160942 8352 74362 978478 4789 74324 124946 2408 37481 25790 63414 cat_boundaries=0 1 cat_threshold=2146 is_linear=0 shrinkage=0.05 Tree=160 num_leaves=31 num_cat=4 split_feature=19 79 67 76 123 66 28 33 35 136 35 34 7 9 136 4 136 136 4 14 16 122 15 21 105 36 9 76 120 68 split_gain=32.075 38.0514 64.058 56.7572 53.8727 44.1093 41.5459 50.9375 45.1176 60.3328 40.0069 44.1469 37.3286 50.5875 38.7505 36.7728 37.1001 36.75 36.5233 91.0663 32.8011 34.5007 34.4939 32.6809 36.3214 32.4441 31.8522 31.3879 31.3796 31.1717 threshold=6.4600000381469735 8.6050000190734881 19.494999885559086 11.654999732971193 0.49240480363368994 42.065000534057624 1017.7500000000001 10.550000190734865 12.750000000000002 0 11.750000000000002 11.949999809265138 8.8499999046325701 7.2500000000000009 1 2.7500000000000004 2 3 7.3500001430511483 1.5649999976158144 6.0650000572204599 -0.68832838535308827 1.8849999904632571 8.3150000572204608 1.0000000180025095e-35 9.9499998092651385 24.550000190734867 27.255000114440922 0.52247866988182079 266.81716918945318 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 5 -4 6 15 7 -3 9 -8 25 27 13 -1 -14 -2 20 -15 -18 -20 21 -17 -22 24 -21 -9 -27 -12 -25 -5 right_child=1 4 3 29 -6 -7 8 10 -10 -11 11 -13 14 17 -16 16 18 -19 19 23 22 -23 -24 28 -26 26 -28 -29 -30 -31 leaf_value=0.0013326065721507231 -0.00044810037981559217 0.002069185543669859 0.0014496955941946099 -0.0052129564589510364 -0.0028046878242098628 -0.0084319112700993251 -0.0087425127219963282 -0.0068128372633694109 0.00039259082195538587 -0.0015994613849591895 0.0013971811866828241 -0.0001831564691166908 0.00022201458192302231 0.00073324280967397267 0.0040478243009662599 -0.0043677890895038275 0.00022804122517877505 -0.0034835755092138491 0.0043183154762537019 0.00040466256057257813 0.00035678797394044772 0.0013044896796056236 -0.00094882646588833426 0.0041819475269055445 -0.011626360992255586 -0.0013832094908615259 0.05748005483461463 0.0068797903791214844 -0.0041791032816702557 0.0088507120861515791 leaf_weight=37001 273486 27154 22980 435 24225 1541 3092 2977 30377 63529 10187 129187 11339 8853 15917 9107 267270 12399 20450 84918 143041 3799 78270 9700 632 29659 23 3510 1269 4181 leaf_count=37001 273486 27154 22980 435 24225 1541 3092 2977 30377 63529 10187 129187 11339 8853 15917 9107 267270 12399 20450 84918 143041 3799 78270 9700 632 29659 23 3510 1269 4181 internal_value=-6.22523e-06 -7.0563e-05 9.33605e-05 0.00246598 -0.000536686 2.00801e-05 -0.000353358 5.38833e-05 -0.00120437 -0.00193254 -0.000257855 0.000103019 0.000930524 0.000215934 0.00245778 3.46825e-05 0.000248173 -0.00172826 0.000550515 0.0012874 -0.000247841 -0.0026981 -0.000104962 0.000645229 0.000315783 -0.00183669 -0.0013376 0.00280216 0.00321466 0.00752539 internal_weight=1.33051e+06 1.245e+06 921079 27596 323920 893483 299695 202697 96998 66621 175543 142884 85509 58253 27256 891942 618456 21252 384239 116969 234217 12906 221311 96519 85550 32659 29682 13697 10969 4616 internal_count=1330508 1244999 921079 27596 323920 893483 299695 202697 96998 66621 175543 142884 85509 58253 27256 891942 618456 21252 384239 116969 234217 12906 221311 96519 85550 32659 29682 13697 10969 4616 cat_boundaries=0 1 2 3 4 cat_threshold=7200 1825 6661 1623 is_linear=0 shrinkage=0.05 Tree=161 num_leaves=31 num_cat=3 split_feature=61 52 105 60 54 52 67 20 136 18 86 78 38 64 108 31 135 136 136 64 104 78 123 52 28 38 23 52 28 55 split_gain=30.1696 50.9603 44.6942 41.8092 33.8063 80.5558 31.9403 32.4991 30.2916 29.6709 29.5853 38.8017 68.7056 37.6957 36.8254 47.6033 47.9741 40.63 38.4448 37.2405 31.9134 29.1706 32.5009 28.6713 39.7939 28.63 38.9811 32.6618 35.8282 36.3448 threshold=0.76866173744201671 24.644999504089359 -0.45363339781761164 0.60088092088699352 13.675000190734865 11.234999656677248 20.375000000000004 5.555000066757203 0 13.344999790191652 0.73744565248489391 24.935000419616703 11.949999809265138 31.365000724792484 0.42650051414966589 1028.850036621094 1023.5499877929689 1 2 25.704999923706058 -0.63555064797401417 49.655000686645515 -0.16504132002592084 4.8550000190734872 1018.7500000000001 12.750000000000002 4.7449998855590829 2.054999947547913 1032.4500122070315 1.7549999952316286 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 8 5 6 25 -8 -3 -7 11 13 -13 -2 15 16 18 19 -12 -17 -14 22 -16 24 -9 26 -1 -28 29 -29 right_child=10 2 -4 -5 -6 9 7 23 -10 -11 14 12 20 -15 21 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.0035251303625464421 -0.0015210807165707239 -0.0047656974695769738 -0.0017579605085525673 0.0016158121379906067 -0.0012302292176368057 0.0039090059515451544 0.0077266762249727314 -0.0013223124296732826 0.0073080110797499338 0.00078261749145400964 0.0017237594733828729 -0.0049308540250103533 0.019334138590667616 -0.0059393402411795099 -3.8983794640491317e-05 0.0098898759826884751 0.014654756553135782 0.0072767322256359667 -0.0013787237830354465 0.0702970574853512 -0.0016872105110015273 -0.0096356243766424019 -0.0028276141915005598 0.00010580279402424674 -0.005499581677907958 -0.00014802582469412967 9.1047156346636752e-05 0.0042031117610588911 0.029118371965235163 0.00079902807817049896 leaf_weight=9740 15034 572 8425 38692 53570 17709 984 21755 5314 13280 22200 965 711 7111 25854 42 593 315 18132 65 242 1041 17535 18223 7726 678087 284474 9209 116 52792 leaf_count=9740 15034 572 8425 38692 53570 17709 984 21755 5314 13280 22200 965 711 7111 25854 42 593 315 18132 65 242 1041 17535 18223 7726 678087 284474 9209 116 52792 internal_value=-5.91728e-06 6.5504e-05 0.00158184 0.00221305 -3.32613e-06 5.56681e-05 -1.62479e-05 -0.00126778 0.00613901 0.00256923 -0.000799632 -0.00234894 0.00447341 -0.00293983 -0.000365005 0.000708922 0.000536644 0.0174162 0.000329066 0.0426041 0.0139961 -0.00136441 -0.00116597 -0.00145331 -0.00241704 4.26592e-05 0.000405527 0.000317859 0.00135658 0.00130464 internal_weight=1.33051e+06 1.22067e+06 53003 44578 1.16766e+06 1.1141e+06 1.08311e+06 48688 5886 30989 109840 24063 1918 22145 85777 41347 40925 422 40332 107 953 44430 43389 47704 29481 1.03442e+06 356331 346591 62117 62001 internal_count=1330508 1220668 53003 44578 1167665 1114095 1083106 48688 5886 30989 109840 24063 1918 22145 85777 41347 40925 422 40332 107 953 44430 43389 47704 29481 1034418 356331 346591 62117 62001 cat_boundaries=0 1 2 3 cat_threshold=2656 771 4998 is_linear=0 shrinkage=0.05 Tree=162 num_leaves=31 num_cat=5 split_feature=80 19 87 84 28 31 23 31 28 0 65 13 103 121 136 130 55 36 125 122 61 7 9 136 136 35 33 136 34 136 split_gain=28.7214 28.976 33.6847 51.7489 39.9123 102.416 52.603 43.9033 89.8028 47.1662 41.031 40.7147 38.4977 37.1568 36.202 34.206 38.1191 93.4184 37.1969 36.5283 37.1033 33.4361 45.3762 40.9077 32.4941 32.3927 43.9205 35.7956 33.2384 41.2561 threshold=342.05439758300787 6.4600000381469735 0.84369572997093212 0.84069207310676586 1011.4500122070314 1013.2500000000001 7.0850000381469735 1016.3500061035157 1014.7500000000001 171.50000000000003 12.324999809265138 1.4550000429153445 0.7105650305747987 0.55191597342491161 0 293.50000000000006 96.845001220703139 10.84999990463257 0.62249094247818004 -0.82409480214118946 0.87833973765373241 8.8499999046325701 7.3500001430511483 1 2 11.949999809265138 13.050000190734865 3 11.34999990463257 4 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 1 2 2 1 2 1 left_child=1 21 3 4 5 15 13 10 9 11 -6 -9 14 -7 -5 16 -3 -18 19 20 -19 22 -1 -23 -24 28 27 -27 -4 -30 right_child=-2 2 25 12 7 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 23 24 -25 -26 26 -28 -29 29 -31 leaf_value=0.0012697315144714575 -0.0029896857201999259 0.00045745294632769254 -0.00067735708015516903 0.0003107758420748808 -0.00042685024165694586 0.00033242117041175622 0.008847870597134282 0.015857116896982416 2.9223585034274228e-05 0.0020864611674676786 -0.0023252070617051923 0.0053365458244384245 -0.0013851435494558104 0.01266025009263181 0.0027079190242586125 -0.0023528968054416107 -0.020502275842466458 0.042509742238908077 -0.019486228540299997 0.0094614944643185896 -0.013048470737664282 0.0048459478286744292 0.00096068838025840323 0.00083315886202640617 -0.003160427569804856 0.0068898414742568082 -0.0006871161025061289 0.00071853106137525255 -0.0004505571365116719 -0.0045143794599870014 leaf_weight=37282 8015 131250 52328 25672 288644 4773 5458 1286 405731 9136 31578 3228 11210 701 40791 10790 280 160 101 1910 37 10249 7539 16711 13069 2450 131548 52662 10520 15399 leaf_count=37282 8015 131250 52328 25672 288644 4773 5458 1286 405731 9136 31578 3228 11210 701 40791 10790 280 160 101 1910 37 10249 7539 16711 13069 2450 131548 52662 10520 15399 internal_value=-5.6176e-06 1.24674e-05 -4.88129e-05 8.7312e-05 -2.01194e-05 0.000708141 0.00537442 -0.000173195 0.000163425 0.00415242 -0.000614053 0.00833377 0.0013253 0.00191112 0.00178245 0.000355187 0.000573675 0.00670477 0.0101549 0.0115758 0.032075 0.000906317 0.000228971 0.00236075 -0.00165387 -0.000548662 -0.000190685 0.000994257 -0.00140262 -0.00286687 internal_weight=1.33051e+06 1.32249e+06 1.23764e+06 972736 895063 155460 10932 739603 419381 13650 320222 4514 77673 5474 66463 144528 133738 2488 2208 2107 197 84850 57890 26960 20608 264907 186660 55112 78247 25919 internal_count=1330508 1322493 1237643 972736 895063 155460 10932 739603 419381 13650 320222 4514 77673 5474 66463 144528 133738 2488 2208 2107 197 84850 57890 26960 20608 264907 186660 55112 78247 25919 cat_boundaries=0 1 2 3 4 5 cat_threshold=6368 2266 1111 128 786 is_linear=0 shrinkage=0.05 Tree=163 num_leaves=31 num_cat=2 split_feature=15 28 131 17 19 37 57 134 65 30 20 136 122 28 15 7 127 1 127 63 125 4 17 28 31 24 6 136 36 5 split_gain=27.8606 52.5617 52.5578 42.8409 36.7528 33.409 37.868 32.0063 31.9109 36.317 30.6524 35.4901 35.1542 29.7034 32.9574 29.2933 42.4201 71.1135 73.9026 50.7354 43.8635 65.9509 62.0462 52.2435 116.631 48.1759 51.3967 42.7917 46.4671 39.5014 threshold=3.6650000810623173 1022.6499938964845 303.50000000000006 15.405000209808351 8.7100000381469744 11.250000000000002 247.1303405761719 1011.4500122070314 76.985000610351577 1008.3500061035157 6.5350000858306894 0 0.33379416167736059 1029.4500122070315 2.1950000524520878 3.2500000000000004 0.35019405186176306 279.50000000000006 -0.64942333102226246 0.61124637722969066 -0.19936034083366391 5.7500000000000009 10.405000209808351 1008.0499877929689 1015.2500000000001 285.50000000000006 8.2500000000000018 1 10.550000190734865 6.6499998569488534 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=13 2 3 4 -2 6 -5 -4 -7 -10 -6 -12 -13 15 -15 -1 17 27 19 -19 21 -18 -23 24 -24 26 -22 28 -17 -29 right_child=1 -3 7 5 10 8 -8 -9 9 -11 11 12 -14 14 -16 16 20 18 -20 -21 25 22 23 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.00029864508754041594 0.0053345467084908458 -0.0040864753398865304 0.012805694226598744 0.0033066627050399363 0.0070138334974639924 0.0030155867831084121 -0.01421364897292016 -0.010649517592104561 0.033093495386856374 0.0047556726215830583 0.00014943663555432908 -0.0020316378959332258 -0.0089376719440108915 0.0078432212679241681 0.00023535694019174207 -0.00093273350777826967 0.0009751071062875596 0.0038397921167032025 0.0013648669593471689 0.011306844169473154 -0.00052693426693132042 -0.0021836493544866438 0.018327636801436342 0.010396578825759466 0.10974397215732308 0.00012103375756621392 -0.0031213777899978933 0.00048905942458636403 0.0029348361562671309 -0.0010465218636585122 leaf_weight=433386 2359 11305 159 645 1147 9404 591 1706 192 275 22690 21439 2016 2572 3188 10852 24327 8600 46158 3093 102842 972 185 2149 43 373896 23440 132284 27312 61281 leaf_count=433386 2359 11305 159 645 1147 9404 591 1706 192 275 22690 21439 2016 2572 3188 10852 24327 8600 46158 3093 102842 972 185 2149 43 373896 23440 132284 27312 61281 internal_value=-5.33328e-06 -0.000948627 -0.000382167 -0.000128386 -0.000756346 0.00267875 -0.00507077 -0.00864985 0.00364911 0.0164063 -0.00106017 -0.00126086 -0.00262411 5.01632e-05 0.00363248 3.36667e-05 0.000209851 0.000696149 0.00226433 0.00581496 -5.6931e-05 0.00188072 0.00845905 0.012811 0.0355684 -0.000164146 -0.00100851 0.000304654 0.00183461 2.90756e-06 internal_weight=1.33051e+06 73928 62623 60758 49651 11107 1236 1865 9871 467 47292 46145 23455 1.25658e+06 5760 1.25082e+06 817434 289580 57851 11693 527854 27676 3349 2377 228 500178 126282 231729 38164 193565 internal_count=1330508 73928 62623 60758 49651 11107 1236 1865 9871 467 47292 46145 23455 1256580 5760 1250820 817434 289580 57851 11693 527854 27676 3349 2377 228 500178 126282 231729 38164 193565 cat_boundaries=0 1 2 cat_threshold=153 132 is_linear=0 shrinkage=0.05 Tree=164 num_leaves=31 num_cat=0 split_feature=16 41 61 57 28 79 67 33 104 76 82 41 10 31 35 76 35 26 12 38 124 107 3 23 134 64 23 33 28 79 split_gain=28.0318 26.9312 26.5005 34.7988 39.5625 44.937 53.7536 44.4155 32.6958 31.4105 38.2645 35.8942 35.8526 31.0531 29.9809 28.0338 27.5819 26.3855 27.4048 26.2181 31.9862 26.0618 29.3465 29.1568 27.7398 36.8908 26.0081 25.452 33.6368 61.7781 threshold=22.289999961853031 -1.0000000180025095e-35 0.76866173744201671 267.02372741699224 1017.9500122070314 8.0950002670288104 15.34500026702881 9.6500000953674334 -0.78492805361747731 34.114999771118171 306.61383056640631 1.7500000000000002 24.69999980926514 1016.7500000000001 12.650000095367433 10.454999923706056 8.7500000000000018 297.50000000000006 0.66500002145767223 12.750000000000002 -0.73724925518035878 -0.87761104106903065 248.50000000000003 6.805000066757203 1023.9500122070314 43.125000000000007 5.7249999046325692 13.84999990463257 1014.1499938964845 7.5850000381469735 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 9 7 6 8 16 -6 17 11 12 -11 27 19 -8 -5 18 -3 26 -21 24 23 -23 -4 -26 -7 28 29 -9 right_child=-2 2 21 4 5 14 15 13 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0085381998761220376 0.011535217635136119 -0.0014867793408263157 -6.5967230336388052e-05 0.0017123498540132021 0.0013283531192461858 0.0031073321876321884 0.0032455439046847195 0.0060766771157815987 -0.0018039629867464689 -0.0047664109051674093 9.0175312821863329e-07 -0.018745081145983326 0.049171559818862613 0.0023265146793890476 0.00058009963888322089 0.010674921780213743 0.0071628255279003869 -0.00036448980006239927 0.00024210627646193133 0.0070676892077331938 -0.0052884417374089087 0.0014252095388248972 -0.00030134071992740728 -0.0031546027631210506 0.016777920951299836 -0.0093970685045920571 -0.0017191075400067814 -0.00041952932184889018 -0.00030020155885818292 0.0010504760040506221 leaf_weight=925 526 23897 50939 4583 22752 3114 6863 7738 13144 4988 6418 480 31 29649 17936 1558 4703 377927 561207 563 7516 4004 27834 26316 517 182 26929 44166 23981 29122 leaf_count=925 526 23897 50939 4583 22752 3114 6863 7738 13144 4988 6418 480 31 29649 17936 1558 4703 377927 561207 563 7516 4004 27834 26316 517 182 26929 44166 23981 29122 internal_value=-5.06656e-06 -9.63068e-06 -3.69494e-06 6.3303e-05 0.000596904 -0.000165028 0.00102482 0.00112822 0.000181396 -7.04148e-05 -0.00262167 -0.00568252 -0.00443326 0.000897576 -0.00110567 0.00462008 0.00447281 -3.88444e-05 0.000171495 -0.00189881 -0.00442738 -0.000747722 -0.00147363 -0.0025498 6.97861e-05 0.00996269 -0.00121884 0.000494112 0.00115735 0.00210562 internal_weight=1.33051e+06 1.32998e+06 1.32906e+06 1.21926e+06 244317 100375 44317 143942 35896 974948 11917 5499 5019 134656 56058 8421 9286 963031 585104 38122 8079 109792 58154 30320 51638 699 30043 105007 60841 36860 internal_count=1330508 1329982 1329057 1219265 244317 100375 44317 143942 35896 974948 11917 5499 5019 134656 56058 8421 9286 963031 585104 38122 8079 109792 58154 30320 51638 699 30043 105007 60841 36860 is_linear=0 shrinkage=0.05 Tree=165 num_leaves=31 num_cat=3 split_feature=6 9 4 136 136 32 13 136 122 4 35 85 76 6 55 52 28 54 66 104 103 135 12 126 31 14 31 30 78 63 split_gain=27.6931 56.5367 51.598 55.5346 42.594 39.5147 48.3812 42.2653 47.8859 37.3785 31.2193 35.4477 31.204 55.6485 44.0837 94.5638 54.4732 46.1009 42.1384 33.8096 51.9074 33.4492 39.9482 29.8616 37.8211 29.4555 30.5881 34.7401 33.6305 34.9026 threshold=11.449999809265138 9.0500001907348651 10.449999809265138 0 1 12.449999809265138 1.6549999713897707 2 -0.91702514886856068 13.449999809265138 8.7500000000000018 0.79060688614845287 19.175000190734867 8.5500001907348651 8.0650000572204608 5.2149999141693124 1025.7500000000002 5.4349999427795419 10.184999942779543 -0.94190487265586842 0.14949216693639758 1025.049987792969 3.9650000333786015 -0.96359375119209278 1019.6499938964845 3.7949999570846562 1007.8500061035157 1007.0499877929689 56.885000228881843 0.69058102369308483 decision_type=2 2 2 1 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 23 12 -4 25 6 -5 8 -8 -6 11 -9 14 -14 15 18 17 -17 -1 20 -16 -22 -23 24 -2 -3 -27 28 -28 -30 right_child=1 4 3 5 9 -7 7 10 -10 -11 -12 -13 13 -15 19 16 -18 -19 -20 -21 21 22 -24 -25 -26 26 27 -29 29 -31 leaf_value=-2.8354491028885683e-05 0.014466121764197738 -0.0021838366962844188 0.0062323964288356426 0.0090940290359865922 -0.0012390045013818936 -0.00045030911675267033 0.019831784524201517 -0.0021122328132429 0.0026845195266192372 0.0017682231908260769 0.0010048268930395116 -0.014390924782726994 0.0021521474519943426 -0.00058917801921874193 -0.0017080527605914742 0.0031840282852351786 0.0094026896675024306 0.00056948077116575498 -0.0016901721000905975 -0.0012152079739241664 0.0013087475616809742 0.028107733692249493 -0.018430130186908204 0.0043666486252496124 0.064117391687157285 -0.016749883566957512 0.0034415336668025703 -0.0062763281631746971 0.012192595155820961 0.10448508620262148 leaf_weight=805696 355 10704 5432 2301 45468 27501 416 3221 19145 13372 8773 719 42336 32899 20950 26221 2249 47226 40042 135591 33980 225 58 1448 43 693 100 3235 21 20 leaf_count=805696 355 10704 5432 2301 45468 27501 416 3221 19145 13372 8773 719 42336 32899 20950 26221 2249 47226 40042 135591 33980 225 58 1448 43 693 100 3235 21 20 internal_value=-1.15725e-05 -0.000941868 4.4364e-05 0.00138899 -0.0011586 0.000964007 0.00208923 0.00158982 0.00304763 -0.000555486 -0.000655131 -0.00435294 -3.20783e-05 0.000953412 -9.87397e-05 4.45028e-05 0.0017376 0.00150289 -0.000107034 -0.000790489 0.000252528 0.00145132 0.0185699 0.00770067 0.0198305 -0.00355797 -0.00718154 -0.00521742 0.0190773 0.0572133 internal_weight=1.33044e+06 75459 1.25498e+06 67508 73613 62076 34575 32274 19561 58840 12713 3940 1.18747e+06 75235 1.11224e+06 921434 75696 73447 845738 190804 55213 34263 283 1846 398 14773 4069 3376 141 41 internal_count=1330440 75459 1254981 67508 73613 62076 34575 32274 19561 58840 12713 3940 1187473 75235 1112238 921434 75696 73447 845738 190804 55213 34263 283 1846 398 14773 4069 3376 141 41 cat_boundaries=0 1 2 3 cat_threshold=1026 610 857 is_linear=0 shrinkage=0.05 Tree=166 num_leaves=31 num_cat=4 split_feature=29 23 67 136 126 106 117 8 102 5 4 9 124 5 76 64 35 64 136 9 80 76 136 56 122 11 114 136 4 118 split_gain=26.9226 44.34 27.1011 25.2937 25.7434 25.2722 24.9415 35.2709 54.3121 41.4279 43.1679 40.4171 33.294 32.8609 32.5731 35.6881 31.0291 35.1971 31.0281 32.67 30.1529 39.7498 36.6784 41.2789 32.0257 39.6516 34.8324 27.9064 37.4477 27.6903 threshold=1029.6499633789065 10.59500026702881 114.64999771118165 0 -0.50751903653144825 -0.98369926214218129 0.77159520983695995 14.150000095367433 -0.25304175913333887 10.449999809265138 9.4499998092651385 14.34999990463257 0.98624804615974437 8.8499999046325701 25.015000343322757 44.274999618530281 11.650000095367433 84.40000152587892 1 2.5499999523162846 309.27616882324224 8.9349999427795428 2 292.47879028320318 -0.77159520983695973 7.1499998569488534 -0.94828754663467396 3 14.949999809265138 0.38266885280609136 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 left_child=2 5 6 4 -4 -2 7 9 -9 10 14 -10 -8 -12 15 20 -14 -18 19 -16 22 -22 23 24 25 -1 -27 28 -13 -24 right_child=1 -3 3 -5 -6 -7 12 8 11 -11 13 27 16 -15 18 -17 17 -19 -20 -21 21 -23 29 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0011016160759927496 0.020578875671880544 -0.0089187909394157893 0.020016382393306855 -0.0079405020836514264 -0.0037854867051933909 0.0040768113853211036 -0.0010081971915158309 -0.0052020176347699716 0.0034965455265761436 -0.001499313522341625 0.0031642956541215496 0.0013827399242301224 -0.00098122290619628827 0.00057285741971173311 0.0096749898148856608 -0.0022345806098155964 0.0033652239124254951 0.040032987817275253 0.00025527089132238356 0.0024723843835602111 -0.0018887382216026607 0.00015238657756160338 0.00011495864263880216 0.0029376720043893852 0.00019356980803583157 0.01315231790126307 0.0036329315649156115 -0.00067448699229311385 0.0096733299611900456 -0.00055660160584447571 leaf_weight=19156 243 659 178 1898 314 5130 106191 3088 18779 44801 17977 15862 6581 38287 2149 18501 7787 66 10387 5888 47514 47898 465874 17935 172735 1297 3709 19145 1490 228921 leaf_count=19156 243 659 178 1898 314 5130 106191 3088 18779 44801 17977 15862 6581 38287 2149 18501 7787 66 10387 5888 47514 47898 465874 17935 172735 1297 3709 19145 1490 228921 internal_value=-1.09915e-05 0.00332182 -2.61708e-05 -0.00534569 0.00472963 0.00482314 -1.65539e-05 5.22619e-05 0.00125119 -8.95616e-06 5.18413e-05 0.0016117 -0.000701942 0.00140085 -2.10026e-05 -5.85096e-05 0.00155118 0.0036734 0.00206269 0.00439281 -1.8452e-05 -0.000864068 7.02459e-05 0.000641211 0.000432063 0.00213706 0.0060993 0.000641874 0.00209344 -0.000106305 internal_weight=1.33044e+06 6032 1.32441e+06 2390 492 5373 1.32202e+06 1.20139e+06 58364 1.14303e+06 1.09823e+06 55276 120625 56264 1.04196e+06 1.02354e+06 14434 7853 18424 8037 1.00504e+06 95412 909627 214832 196897 24162 5006 36497 17352 694795 internal_count=1330440 6032 1324408 2390 492 5373 1322018 1201393 58364 1143029 1098228 55276 120625 56264 1041964 1023540 14434 7853 18424 8037 1005039 95412 909627 214832 196897 24162 5006 36497 17352 694795 cat_boundaries=0 1 2 3 4 cat_threshold=20 5520 792 5897 is_linear=0 shrinkage=0.05 Tree=167 num_leaves=31 num_cat=1 split_feature=80 29 23 110 61 12 17 12 18 67 56 136 60 79 134 111 35 33 35 1 43 80 116 135 132 129 12 117 84 23 split_gain=26.4391 27.0063 40.9594 26.4152 32.5638 25.8382 25.8422 31.6317 27.1503 25.2753 28.1366 44.6995 40.1385 25.519 31.1452 25.174 25.036 27.5921 24.6385 23.7146 22.9158 22.5646 41.0339 37.4815 49.1685 38.5864 35.6683 31.9674 27.4735 29.1495 threshold=342.05439758300787 1029.6499633789065 9.9049997329711932 0.17489555478096011 0.82816469669342052 0.51499998569488536 20.524999618530277 4.1849999427795419 17.029999732971195 114.64999771118165 299.27090454101568 0 0.83062323927879345 43.924999237060554 1005.8500061035157 0.62410178780555736 10.949999809265138 11.050000190734865 10.650000095367433 252.50000000000003 2.3500000238418584 295.24462890625006 0.36648726463317877 1018.2500000000001 1018.5499877929689 309.50000000000006 3.9250000715255742 0.74892720580101024 0.86230692267417919 6.0050001144409189 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 -3 -1 9 8 -8 10 21 15 16 -11 -15 19 -13 -18 -2 -12 -17 23 -23 27 25 -25 -26 -7 29 -24 right_child=18 2 -4 -5 -6 6 7 -9 -10 13 11 12 -14 14 -16 20 17 -19 -20 -21 -22 22 28 24 26 -27 -28 -29 -30 -31 leaf_value=-0.0034212053017071021 -0.0080986580867306365 0.010018342701007321 -0.0058360952809583984 0.0041316571407860074 0.0438621779709744 0.00010965275712601145 0.0067579877217975003 0.019635996879618228 -0.00082438929719963233 0.001546745145524297 0.0014280165698989725 -0.0014711642777774127 -0.0034901318303434681 -0.0075964093667124635 -0.041546927901430872 0.00058241088573844559 0.0049811872209688541 0.00061316909720379362 -0.0014044812678165389 0.0053856886560147005 0.0065819066697851191 -0.0013814699805053177 0.00081786475863858139 0.018533337610042468 0.003484067349065042 -0.00087901098888930091 -0.0098478382373821689 -0.0010605138692134622 0.00052021228279434842 -0.0011441442360512909 leaf_weight=5522 1759 338 1000 4464 90 842165 2153 289 2614 876 6535 13525 7218 1391 71 19513 3916 47099 6289 8995 1733 84406 25293 886 3523 360 585 62711 99861 75260 leaf_count=5522 1759 338 1000 4464 90 842165 2153 289 2614 876 6535 13525 7218 1391 71 19513 3916 47099 6289 8995 1733 84406 25293 886 3523 360 585 62711 99861 75260 internal_value=-1.04451e-05 6.94329e-06 0.00338449 0.00526932 0.017135 -8.17293e-06 6.20318e-06 0.00357393 0.00260017 -7.60961e-06 1.70601e-06 0.000772515 4.59357e-05 -0.00520166 -0.00924517 0.00218962 0.000441408 0.000948466 -0.00286758 0.00372031 0.00107178 -6.82985e-05 -0.000456701 5.32363e-05 0.00422441 0.0129246 0.00158554 2.85562e-05 -6.72265e-05 -0.000650622 internal_weight=1.33044e+06 1.32239e+06 5892 4892 428 1.3165e+06 1.31098e+06 5056 4767 1.30592e+06 1.30358e+06 108534 71758 2338 1462 36776 64540 51015 8048 15530 21246 1.19505e+06 284820 910230 5354 1246 4108 904876 200414 100553 internal_count=1330440 1322392 5892 4892 428 1316500 1310978 5056 4767 1305922 1303584 108534 71758 2338 1462 36776 64540 51015 8048 15530 21246 1195050 284820 910230 5354 1246 4108 904876 200414 100553 cat_boundaries=0 1 cat_threshold=1552 is_linear=0 shrinkage=0.05 Tree=168 num_leaves=31 num_cat=3 split_feature=6 9 136 42 8 8 136 104 126 31 2 127 37 96 79 126 126 7 116 21 80 85 136 108 31 7 121 61 126 6 split_gain=24.865 47.7062 46.0202 48.0303 50.9019 43.001 44.3014 34.3862 30.7324 31.3346 29.6836 31.136 31.7979 32.665 30.9181 29.4446 29.4082 41.6957 38.7533 33.4259 29.3863 28.4071 30.5008 43.6684 35.7779 30.7369 33.3264 28.1302 27.5048 27.1529 threshold=12.150000095367433 9.2500000000000018 0 0.35000000894069677 17.050000190734867 13.84999990463257 1 -0.79060402512550343 -0.96811076998710621 1018.4500122070314 340.50000000000006 0.93038213253021251 12.250000000000002 0.10400673002004625 57.190000534057624 0.8038262426853181 -0.9366365075111388 14.250000000000002 -0.96811076998710621 6.8550000190734872 238.16359710693362 0.85500347614288341 2 -0.42837981879711146 997.35000610351574 6.4500000476837167 0.85260769724845897 0.72792232036590587 0.8038262426853181 10.050000190734865 decision_type=2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=5 8 10 4 16 29 7 -7 9 -2 11 12 13 -3 -14 -6 17 20 -19 -20 -4 22 23 -8 -24 26 -25 -17 -18 -1 right_child=1 2 3 -5 15 6 21 -9 -10 -11 -12 -13 14 -15 -16 27 28 18 19 -21 -22 -23 24 25 -26 -27 -28 -29 -30 -31 leaf_value=3.0336295908929998e-05 0.015732276318258721 -0.0015758087061688746 0.00029264106179981196 -0.0028001313633997833 0.0035179390515100773 0.018476413719265294 -0.0035370195333218587 0.0044109521725009928 0.004262445296403565 0.060001650029638171 0.0025691699585313876 -0.0094223311144499972 -0.0054235414471067583 0.050679207683230448 -0.023663813658485661 0.015074911628779815 -0.001937812474542785 0.091640286411469193 0.076815052152327867 0.010147496349363615 0.04773203696523394 -0.0012820352328038733 0.013342961636687299 0.010641772686997591 -0.00020480905941002198 0.0031985544998788711 -0.02392553705851444 -0.010035942382831221 0.0028008361828691826 -0.0010182667550915358 leaf_weight=1164318 239 9599 485 10918 3366 472 2073 5473 868 48 1953 2247 4854 30 244 1109 10288 24 23 103 35 10970 502 2208 16671 11572 72 124 4360 65192 leaf_count=1164318 239 9599 485 10918 3366 472 2073 5473 868 48 1953 2247 4854 30 244 1109 10288 24 23 103 35 10970 502 2208 16671 11572 72 124 4360 65192 internal_value=-9.92283e-06 -0.0010935 -0.00132667 -0.000134788 0.00132622 3.31967e-05 0.00147037 0.00551839 0.00895229 0.0231362 -0.00326662 -0.00394 -0.00310353 -0.001413 -0.00629656 0.00593934 -5.88009e-05 0.0101849 0.0334087 0.022317 0.00348568 0.000922812 0.00165386 0.00322911 0.000191107 0.00424401 0.00955017 0.0125496 -0.000527346 -2.52635e-05 internal_weight=1.33044e+06 50917 49762 30835 19917 1.27952e+06 50013 5945 1155 287 18927 16974 14727 9629 5098 4599 15318 670 150 126 520 44068 33098 15925 17173 13852 2280 1233 14648 1.22951e+06 internal_count=1330440 50917 49762 30835 19917 1279523 50013 5945 1155 287 18927 16974 14727 9629 5098 4599 15318 670 150 126 520 44068 33098 15925 17173 13852 2280 1233 14648 1229510 cat_boundaries=0 1 2 3 cat_threshold=738 1536 4435 is_linear=0 shrinkage=0.05 Tree=169 num_leaves=31 num_cat=2 split_feature=12 120 136 127 7 125 9 76 80 4 15 12 5 99 28 15 28 79 7 122 16 20 8 122 135 105 5 136 31 13 split_gain=24.3595 25.51 45.6742 40.8595 78.9181 36.715 43.0012 42.4649 39.0119 43.4063 35.8025 47.6182 34.735 34.1113 44.856 52.4038 34.5253 36.2783 37.0449 34.067 47.8271 36.0221 32.2607 32.0556 31.4393 35.5647 31.4196 31.1505 30.8767 30.6612 threshold=0.66500002145767223 -0.66259482502937306 0 -0.84335932135581959 4.0499999523162851 0.95878320932388317 9.0500001907348651 19.865000724792484 332.34812927246099 11.550000190734865 1.935000002384186 1.8149999976158144 13.449999809265138 -0.84158018231391896 1020.9500122070314 5.555000066757203 1002.0499877929689 20.545000076293949 8.9499998092651385 -0.72534674406051625 6.4600000381469735 6.8949999809265146 6.7500000000000009 -0.80382624268531788 1024.350036621094 -0.97629043459892262 4.6499998569488534 1 1019.6499938964845 5.1150000095367441 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=-1 3 12 4 -2 6 7 10 9 -8 11 -4 -3 16 15 -15 29 18 -18 20 26 27 -7 -11 -13 -26 -5 -21 -22 -6 right_child=1 2 5 19 13 22 8 -9 -10 23 -12 24 -14 14 -16 -17 17 -19 -20 21 28 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0014951312938904018 0.00013295028352668643 -0.0005648594984549812 0.00031991532813987469 0.0016545543635688509 0.019997787145168887 0.00012989444795272353 -0.0010204738309699762 0.0030588636018332219 -0.005019755511536118 0.017129498926155257 -0.000447013873077957 0.0025676776844318675 -0.0063622591193321192 0.0011054790042807504 0.015239447236385185 0.035279809033269424 0.0073922212244734919 0.00057442601569821763 0.019519825930926802 -0.00030341212389969701 -0.00016572087285302831 -5.8267382248052082e-05 0.0021894759430158084 0.00082459233494181373 0.076916162669658672 0.012283964768284932 -0.0027780013307356789 0.001897725849815488 0.0016863395275852984 0.076026550602288023 leaf_weight=27029 22561 315826 146438 4754 115 37996 116956 13515 5048 304 125897 24779 2605 7014 664 114 3321 1487 777 20792 177615 79017 38057 35855 29 80 25137 70858 25769 31 leaf_count=27029 22561 315826 146438 4754 115 37996 116956 13515 5048 304 125897 24779 2605 7014 664 114 3321 1487 777 20792 177615 79017 38057 35855 29 80 25137 70858 25769 31 internal_value=-9.42669e-06 2.13826e-05 -0.000136532 0.00033123 0.00194328 0.000141462 -2.3819e-05 0.000317787 -0.000694961 -0.000552378 0.000193147 0.000663563 -0.000612267 0.00496354 0.0028099 0.00165204 0.00789168 0.00726422 0.00969167 0.000187226 -0.000205526 0.000724055 0.00116051 0.000961673 0.00268554 0.0294797 -0.00207303 0.00139854 6.89374e-05 0.0318943 internal_weight=1.33044e+06 1.30341e+06 863385 440026 36084 544954 468901 310738 158163 153115 297223 171326 318431 13523 7792 7128 5731 5585 4098 403942 233275 170667 76053 36159 24888 109 29891 91650 203384 146 internal_count=1330440 1303411 863385 440026 36084 544954 468901 310738 158163 153115 297223 171326 318431 13523 7792 7128 5731 5585 4098 403942 233275 170667 76053 36159 24888 109 29891 91650 203384 146 cat_boundaries=0 1 2 cat_threshold=1123 920 is_linear=0 shrinkage=0.05 Tree=170 num_leaves=31 num_cat=2 split_feature=42 39 125 31 15 136 28 31 124 42 136 15 12 23 31 35 34 35 132 135 28 31 13 15 38 111 108 28 28 35 split_gain=26.5041 23.9719 35.8472 24.9041 40.5536 36.8485 33.3996 67.7239 77.5867 64.978 57.4869 49.9847 69.4259 40.0804 30.4316 29.9874 28.7526 63.1007 45.0534 52.6788 45.8984 73.7447 57.6042 38.9997 35.5556 36.1296 33.7486 37.1608 33.7361 46.2263 threshold=-1.0000000180025095e-35 9.1500000953674334 0.93663650751113903 1025.350036621094 2.1950000524520878 0 1019.7500000000001 1020.2500000000001 -0.07845610752701758 11.050000190734865 1 1.2749999761581423 1.2649999856948855 5.6849999427795419 1019.1499938964845 9.7500000000000018 12.449999809265138 12.050000190734865 1019.1499938964845 1020.1499938964845 1014.7500000000001 1017.0499877929689 1.7250000238418581 3.2849999666213994 10.34999990463257 -0.37521885335445399 -0.77605792880058277 1010.5499877929689 1009.5499877929689 13.34999990463257 decision_type=2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 6 5 -5 7 16 -9 10 -8 12 -12 -13 -15 -6 17 18 19 20 21 -3 -23 -20 25 -22 -24 -28 -18 -30 right_child=1 3 -4 4 15 -7 9 8 -10 -11 11 13 -14 14 -16 -17 28 -19 23 -21 24 22 26 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0084931381078894239 -0.002901819196962968 0.00050835050381765705 0.0017452787841622246 0.0059133798034075227 -0.0028839921345034771 0.0013487174975858531 -0.0027604139798667348 0.0060507749327319985 0.00081747462168913182 0.0017272866845201994 -4.339000643016125e-05 0.0025772449432565599 0.0064297187776091004 -0.0027656130724007019 -0.00069553918382452202 0.0010385706875837011 0.00091090337696938931 0.0017154070895663938 -0.0022342157253389581 0.019840491029356984 -0.0074592299324582508 0.016600600087653083 -0.0077170775149609273 -0.013748773904895442 -0.00091071877509238018 0.0017933894064567409 0.028324572043291515 0.0044083917868318672 -0.0011393540022951868 -4.6237726105317241e-05 leaf_weight=916 15471 155875 5671 6649 7191 13217 33476 9816 25431 27353 14102 8204 5865 21098 112009 15111 66028 72721 2642 339 1113 1158 545 1019 113850 20264 173 2656 123448 446624 leaf_count=916 15471 155875 5671 6649 7191 13217 33476 9816 25431 27353 14102 8204 5865 21098 112009 15111 66028 72721 2642 339 1113 1158 545 1019 113850 20264 173 2656 123448 446624 internal_value=9.02146e-06 1.4881e-05 -0.00165531 4.18778e-05 0.00123724 0.00288013 2.05671e-06 0.000120538 0.00227491 -0.000554697 -0.0008752 -0.00048369 0.00185799 -0.000814599 -0.00102365 -0.00022621 4.52395e-05 0.00039419 7.35316e-05 0.00014172 0.000119132 0.000691152 0.00697849 -0.00543917 -0.000559402 0.00131165 0.00367606 0.00587092 -0.000159026 -0.00028295 internal_weight=1.33004e+06 1.32912e+06 21142 1.30798e+06 42168 19866 1.26581e+06 1.0437e+06 35247 222107 194754 161278 19967 141311 133107 22302 1.00846e+06 372355 299634 295973 295634 160407 4532 3661 135227 21377 3374 2829 636100 570072 internal_count=1330035 1329119 21142 1307977 42168 19866 1265809 1043702 35247 222107 194754 161278 19967 141311 133107 22302 1008455 372355 299634 295973 295634 160407 4532 3661 135227 21377 3374 2829 636100 570072 cat_boundaries=0 1 2 cat_threshold=4636 7200 is_linear=0 shrinkage=0.05 Tree=171 num_leaves=31 num_cat=3 split_feature=43 16 17 120 28 31 4 117 112 80 136 123 31 11 136 126 20 136 35 112 20 7 9 8 14 124 127 7 31 1 split_gain=24.7385 23.4443 28.5312 22.2779 41.6282 43.6416 42.148 33.286 28.7138 30.9365 32.0713 42.7104 35.0677 30.6404 31.9389 28.4825 28.1108 102.015 35.2158 39.1217 27.7994 26.9919 27.4093 27.8954 26.8471 26.593 40.7559 38.9109 37.1507 30.1654 threshold=-1.0000000180025095e-35 22.289999961853031 22.289999961853031 0.72534674406051647 1016.6499938964845 1017.2500000000001 5.2500000000000009 0.21643137186765674 -0.67556449770927418 326.15080261230474 0 -0.76037701964378346 1023.6499938964845 13.550000190734865 1 0.98624804615974437 4.9749999046325692 2 11.449999809265138 -0.86159634590148915 8.3949999809265154 19.650000572204593 14.150000095367433 13.449999809265138 3.2849999666213994 -0.91702514886856068 -0.91702514886856068 6.8500001430511483 1014.4500122070314 234.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 8 5 16 20 -8 9 10 11 -2 25 -12 -15 21 17 -5 19 -19 -6 22 -10 -24 -14 -13 27 -27 -29 -30 right_child=1 -3 -4 4 6 -7 7 -9 15 -11 13 12 24 14 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 28 29 -31 leaf_value=-0.0081654301086122854 0.0023313154970240426 0.010618621394234386 0.015326038115338298 0.0018920534126603353 -0.0018860758437362999 0.0057018548030476172 -0.0015373889961254625 -0.0069311616483666424 -0.00032181222259965652 -0.0026543380028986535 -4.9098102003001677e-05 -0.0012309704310715802 0.0031824292223901376 -0.0048384642288112067 0.00168448293583062 0.0014793187244675971 -0.00027224612610354137 0.011619017515331507 0.019983868397100538 0.079441812665086917 0.00042733531605534768 0.041116325960805021 -0.0060033744805650961 -0.0013518946127206635 -0.0013059241325872736 0.0012290864377152437 0.00025657622778886509 0.0031386383049091938 0.0078463636607574751 0.021444732968457614 leaf_weight=925 34740 521 304 2259 30783 3599 5677 5765 257043 9318 582462 26247 18008 1963 38771 19903 47261 30 122 73 22461 39 3724 23969 4088 9814 175499 2804 1260 603 leaf_count=925 34740 521 304 2259 30783 3599 5677 5765 257043 9318 582462 26247 18008 1963 38771 19903 47261 30 122 73 22461 39 3724 23969 4088 9814 175499 2804 1260 603 internal_value=8.57208e-06 1.42608e-05 1.01024e-05 6.59706e-06 -0.0006491 0.000384922 -0.00150182 -0.00425502 7.05439e-05 0.000211809 0.000241607 0.000693443 0.000454722 4.36162e-05 0.00136936 -0.00034933 2.47257e-07 0.00518475 0.0365356 0.0596876 -0.000910163 -0.000477135 -0.000482832 -0.0019774 0.00235204 0.000260838 0.000466941 0.00301641 0.00677487 0.0122478 internal_weight=1.33004e+06 1.32911e+06 1.32859e+06 1.32828e+06 118030 53344 64686 11442 1.21026e+06 905577 896259 273063 238323 623196 40734 304678 49745 2484 225 103 53244 284775 284736 27693 22096 216227 189980 14481 4667 1863 internal_count=1330035 1329110 1328589 1328285 118030 53344 64686 11442 1210255 905577 896259 273063 238323 623196 40734 304678 49745 2484 225 103 53244 284775 284736 27693 22096 216227 189980 14481 4667 1863 cat_boundaries=0 1 2 3 cat_threshold=794 32 7328 is_linear=0 shrinkage=0.05 Tree=172 num_leaves=31 num_cat=2 split_feature=42 11 136 42 136 10 67 88 127 52 31 36 125 80 77 32 31 30 38 111 14 12 84 31 15 12 28 31 42 125 split_gain=22.5635 21.9517 53.433 33.5972 37.1379 30.4286 30.3645 29.7686 29.201 38.5033 32.8907 26.6602 30.0107 33.7293 25.5994 23.3034 31.0977 23.2797 25.6625 23.7935 30.0496 23.1009 22.1033 21.6825 37.9447 33.3533 30.3141 71.41 62.6364 48.8791 threshold=-1.0000000180025095e-35 17.349999427795414 0 0.35000000894069677 1 10.449999809265138 45.465000152587898 -0.9726659059524535 -0.97625884413719166 33.194999694824226 1005.9500122070314 9.3499999046325701 0.94260558485984813 317.75256347656256 21.164999961853031 12.84999990463257 997.35000610351574 1007.3500061035157 9.6500000953674334 -0.99416884779930104 3.7050000429153447 0.51499998569488536 0.75983786582946788 1025.350036621094 2.1950000524520878 1.3350000381469729 1019.4500122070314 1020.4500122070314 11.050000190734865 -0.07845610752701758 decision_type=2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 11 5 4 8 7 -6 -3 9 10 -4 12 13 -2 -5 17 -17 -10 -19 20 -20 -13 -18 26 25 -25 27 -23 -28 -29 right_child=1 2 3 14 6 -7 -8 -9 15 -11 -12 21 -14 -15 -16 16 22 18 19 -21 -22 23 -24 24 -26 -27 28 29 -30 -31 leaf_value=-0.0078365537707062744 -0.0016516539999489447 0.034759911587786706 0.08432946276540558 0.00055709369259731873 0.0045317054484174182 -0.0076576954143038889 -0.0036489589384573386 -0.0017161423218203708 -0.0074233196867377659 0.0074748145445851207 0.030090256965719167 -0.0032100738065154281 0.0014047152865982672 -0.0072701022058276514 -0.012084391509029249 0.073869761253707117 0.02741483477925585 0.053810603309783246 0.084241182289340286 0.0051628398927256952 -0.00044012937694787985 5.4020982601280806e-05 -0.0013604978528038592 -0.00026619479763274754 -0.00027148897206062249 0.004171485991174631 -0.00081785350677832786 0.0063448823059831967 0.0015974842570556855 0.0013679710333508637 leaf_weight=916 16015 86 36 3513 6785 1892 1362 160 288 158 125 5502 6229 3206 452 25 163 31 22 695 20 977946 113 6203 21788 13340 208313 6973 30812 16866 leaf_count=916 16015 86 36 3513 6785 1892 1362 160 288 158 125 5502 6229 3206 452 25 163 31 22 695 20 977946 113 6203 21788 13340 208313 6973 30812 16866 internal_value=8.143e-06 1.35494e-05 0.00185871 0.00299865 0.00456891 -0.00548119 0.0031602 0.0110356 0.0113302 0.0250099 0.0422183 -8.82809e-06 -0.00161136 -0.00258879 -0.000884004 0.00819787 0.0204705 0.00469971 0.00924584 0.00737134 0.0439167 2.28432e-05 0.0156336 3.67154e-05 0.00116332 0.00276295 -8.08411e-07 0.000119931 -0.00050663 0.00282374 internal_weight=1.33004e+06 1.32912e+06 15926 13788 9823 2138 8147 246 1676 319 161 1.31319e+06 25450 19221 3965 1357 301 1056 768 737 42 1.28774e+06 276 1.28224e+06 41331 19543 1.24091e+06 1.00178e+06 239125 23839 internal_count=1330035 1329119 15926 13788 9823 2138 8147 246 1676 319 161 1313193 25450 19221 3965 1357 301 1056 768 737 42 1287743 276 1282241 41331 19543 1240910 1001785 239125 23839 cat_boundaries=0 1 2 cat_threshold=1570 25 is_linear=0 shrinkage=0.05 Tree=173 num_leaves=31 num_cat=1 split_feature=81 33 39 28 30 23 20 0 73 125 136 13 17 30 30 0 6 14 28 122 39 27 123 111 64 124 24 15 3 86 split_gain=22.4775 23.4046 44.5109 30.7827 50.7311 42.8883 58.1686 40.5905 33.6743 33.1505 32.0271 31.9412 30.4318 51.3693 85.8885 75.0669 66.0484 41.9688 130.908 42.9347 39.2813 50.4162 45.8077 38.6914 37.7578 36.5694 33.5137 76.2886 48.5953 39.6746 threshold=341.89373779296881 15.84999990463257 15.650000095367433 1012.9500122070314 1013.5499877929689 5.6050000190734872 6.0350000858306894 244.50000000000003 0.37962527573108679 0.94828754663467418 0 3.2350000143051152 8.7100000381469744 1.0000000180025095e-35 997.54998779296886 288.50000000000006 8.9499998092651385 2.6250000000000004 1007.4500122070314 0.026175950653851036 12.449999809265138 215.50000000000003 0.74892720580101024 -0.84513789415359486 67.155002593994155 -0.73724925518035878 215.50000000000003 3.4250000715255742 152.50000000000003 0.70564687252044689 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 12 6 8 11 -5 -10 -8 -6 25 24 15 16 23 18 -16 -19 22 -22 26 -15 -14 -1 27 -18 -29 -28 right_child=-2 2 -4 5 7 -7 10 -9 9 -11 -12 -13 13 14 17 -17 20 19 -20 -21 21 -23 -24 -25 -26 -27 29 28 -30 -31 leaf_value=-0.003394133319094383 -0.0026002274414935632 -0.0027787713424138427 -0.00023308814019004591 -0.0003838452092893543 0.0072375492159020369 -0.00019883632909709106 0.0047805081062660534 0.0012526247087665792 0.00095742249399622412 0.0059232235430424218 0.0013116303477516604 -0.0016375932205728826 -0.00024413615967993743 0.05350140263228087 0.0093469105842766183 -0.01767168279459819 0.0062752677117915538 0.00098286218944303519 0.0012946565357143548 -0.0024161140885164091 -0.022034412604696907 0.013176268407207151 -0.017171044536969729 0.022017842137183136 -0.010079871542461339 -6.083822658196157e-05 0.030868643140432639 0.017114711468738896 0.092649906997651077 0.00078839231628150301 leaf_weight=9527 8211 18990 179271 73124 6445 701594 11901 13027 38102 3686 15135 1203 67728 142 5438 188 95 29725 70277 13515 189 220 90 312 990 60361 189 31 68 261 leaf_count=9527 8211 18990 179271 73124 6445 701594 11901 13027 38102 3686 15135 1203 67728 142 5438 188 95 29725 70277 13515 189 220 90 312 990 60361 189 31 68 261 internal_value=7.73585e-06 2.39362e-05 -0.000476921 0.000112316 0.000566554 -3.84719e-05 0.000754147 0.00295013 0.000263196 0.00139544 0.00284085 0.00584152 0.000376536 0.000705492 0.00132661 0.012213 0.0157311 0.00116325 0.00187299 -7.95144e-05 0.00932259 -0.00309468 0.0162418 0.0318651 -0.000385837 -0.000515227 0.0209112 0.038283 0.0689975 0.0134221 internal_weight=1.33004e+06 1.32182e+06 198261 1.12356e+06 280021 843542 141948 20675 114912 41788 27036 7648 259346 189458 120740 1785 1597 118955 75715 43240 1143 409 734 454 68718 69888 644 194 99 450 internal_count=1330035 1321824 198261 1123563 280021 843542 141948 20675 114912 41788 27036 7648 259346 189458 120740 1785 1597 118955 75715 43240 1143 409 734 454 68718 69888 644 194 99 450 cat_boundaries=0 1 cat_threshold=4318 is_linear=0 shrinkage=0.05 Tree=174 num_leaves=31 num_cat=0 split_feature=28 43 60 52 60 65 18 26 55 14 23 29 120 28 6 31 93 115 52 55 92 66 28 31 32 33 110 54 8 122 split_gain=21.297 21.1285 20.8304 53.9359 44.2631 36.0662 43.0209 35.9333 59.7118 72.6474 43.8737 31.1018 30.0668 29.418 43.6521 35.5727 29.0091 33.7828 28.1171 66.2795 48.664 40.7491 38.5565 37.2747 44.6591 33.4494 34.7539 30.686 29.8153 34.5095 threshold=1033.7500000000002 -1.0000000180025095e-35 0.81466835737228405 24.085000038146976 0.6443222463130952 23.57499980926514 10.405000209808351 222.50000000000003 12.765000343322756 5.1050000190734872 6.3849999904632577 1001.9500122070314 -0.59480014443397511 1009.2500000000001 9.9499998092651385 1013.8500061035157 -0.17031097412109372 -0.91702514886856068 2.5749999284744267 3.2050000429153447 -0.4332758337259292 6.4549999237060556 1019.7500000000001 1006.4500122070314 8.5500001907348651 10.250000000000002 -0.69335895776748646 2.0649999380111699 15.650000095367433 0.49240480363368994 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -5 18 7 8 11 10 -10 -7 13 14 -6 -16 -12 -18 21 20 -20 -3 25 24 -22 26 -23 -25 -21 -30 right_child=-2 2 -4 4 12 6 -8 -9 9 -11 16 -13 -14 -15 15 -17 17 -19 19 28 23 22 -24 27 -26 -27 -28 -29 29 -31 leaf_value=-0.0075510430222218358 0.0092945637738477815 -9.2891228409915329e-06 -0.00082922125475663939 0.0039289928718218839 0.022800822811833339 -0.016919650514820795 -0.0021827653333526187 4.3924738075807945e-05 0.051461447796583931 0.097824964191644437 -0.012101790295712941 0.0056622062613840831 1.9392144858377884e-05 0.0020626171585887568 -0.0039775458507097716 0.062934084759936448 0.047801993121329239 0.0052977070721009602 0.00046094415752727971 -1.5522680074573128e-05 0.082158778794108794 0.020053838646616525 -0.0041045605027023148 0.0057565626324430708 0.010316471876551315 -0.0012348671785502548 0.0020532310126239336 0.0020405848752108836 0.0064331200498428144 -0.010743729200404221 leaf_weight=925 617 797070 70312 13877 428 182 39531 18960 79 31 102 940 39526 16370 367 21 73 130 29600 207794 22 284 10633 7278 1292 41989 4803 23476 2999 324 leaf_count=925 617 797070 70312 13877 428 182 39531 18960 79 31 102 940 39526 16370 367 21 73 130 29600 207794 22 284 10633 7278 1292 41989 4803 23476 2999 324 internal_value=7.35135e-06 3.04104e-06 8.30078e-06 5.51047e-05 0.00139788 -2.4708e-05 -0.00121892 0.000639987 0.00799284 0.0241973 0.0182534 0.0019992 0.000778533 0.00252448 0.01179 -0.00035604 0.00965202 0.0205825 3.88679e-05 0.000480847 0.0019229 -0.000102181 -0.00138519 0.00327234 0.0115193 -0.000770964 0.00305818 0.00291998 5.96183e-05 0.00475834 internal_weight=1.33004e+06 1.32942e+06 1.32849e+06 1.25818e+06 70589 1.18759e+06 60028 20497 1537 415 384 1122 56712 17186 816 388 305 203 1.12756e+06 272785 61668 854779 57709 32068 1314 47076 5087 30754 211117 3323 internal_count=1330035 1329418 1328493 1258181 70589 1187592 60028 20497 1537 415 384 1122 56712 17186 816 388 305 203 1127564 272785 61668 854779 57709 32068 1314 47076 5087 30754 211117 3323 is_linear=0 shrinkage=0.05 Tree=175 num_leaves=31 num_cat=3 split_feature=81 35 16 33 35 28 30 136 23 124 122 1 12 123 108 15 12 14 35 20 136 15 15 16 19 136 5 130 15 2 split_gain=24.9725 23.3247 22.793 22.2681 48.272 43.1179 51.999 47.3406 46.072 44.0554 43.326 37.6056 36.823 38.9595 36.012 35.9048 65.431 56.4455 35.8824 34.6698 32.736 32.3177 30.7872 28.8499 28.5965 27.7846 42.0006 27.7231 40.3004 30.8986 threshold=338.91448974609381 11.750000000000002 22.289999961853031 13.750000000000002 13.949999809265138 1015.3500061035157 1015.7500000000001 0 5.5850000381469735 -0.82409480214118946 -0.3172925859689712 161.50000000000003 1.2749999761581423 -0.87878364324569691 0.040843633934855468 1.4750000238418581 1.294999957084656 1.1649999618530276 13.34999990463257 5.3550000190734872 1 1.1449999809265139 1.9249999523162844 9.5450000762939471 7.4149999618530282 2 5.8500001430511483 300.50000000000006 3.6350001096725468 295.50000000000006 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 left_child=2 -2 3 4 5 6 9 22 19 10 23 20 14 25 -11 16 -10 -18 -5 -9 -8 -15 -7 -1 -17 26 -14 29 -29 -23 right_child=1 -3 -4 18 -6 7 11 8 15 12 -12 -13 13 21 -16 24 17 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0019406180898201891 -0.0050029226421909332 -0.00036534783438936166 0.010511647655979785 -0.0018164910315295404 0.0017518508392264356 -0.00090557368482899712 0.02201824954164255 -0.00010070042997848022 -0.00048270474004885941 0.0041668151602915213 -0.0018846493597377779 0.0018574074140120141 0.0026922596935291293 0.0053293466877678622 -0.0013284407749058369 0.0020366320294976869 0.009134445408843268 0.0018058336855323748 -0.00014657942254950654 0.0024226790160005365 0.0058526485816604067 0.001529767984118087 -0.0040022177313361633 0.0034032094860353811 -0.00064588146199605605 0.0014136555087940171 0.010341528097927011 -0.00058835372589646892 -0.0088590680383955379 0.00019002510460004808 leaf_weight=3765 4801 6229 516 34556 45083 22470 335 25315 46540 3271 36310 14833 5371 3628 33667 10300 2926 25746 465662 29445 3913 72308 12487 7673 280388 11540 2695 12048 1678 106310 leaf_count=3765 4801 6229 516 34556 45083 22470 335 25315 46540 3271 36310 14833 5371 3628 33667 10300 2926 25746 465662 29445 3913 72308 12487 7673 280388 11540 2695 12048 1678 106310 internal_value=-1.47012e-05 -0.00238393 5.08453e-06 9.78233e-07 0.000161355 6.88291e-05 0.000514309 -0.000243411 -9.6461e-05 0.000353472 -0.00103932 0.00304529 0.000616833 0.000866764 -0.000841815 -0.000298893 0.00067483 0.00255372 -0.00026194 0.00125615 0.00719309 0.000654159 -0.00201115 0.0016442 -0.000550831 0.00299185 0.00524152 0.000565976 -0.00159945 0.000732379 internal_weight=1.33181e+06 11030 1.32078e+06 1.32026e+06 820045 774962 319345 455617 420660 300264 47748 19081 252516 215578 36938 365900 75212 28672 500218 54760 4248 195972 34957 11438 290688 19606 8066 192344 13726 178618 internal_count=1331809 11030 1320779 1320263 820045 774962 319345 455617 420660 300264 47748 19081 252516 215578 36938 365900 75212 28672 500218 54760 4248 195972 34957 11438 290688 19606 8066 192344 13726 178618 cat_boundaries=0 1 2 3 cat_threshold=5152 4 1819 is_linear=0 shrinkage=0.05 Tree=176 num_leaves=31 num_cat=4 split_feature=118 28 124 23 8 80 136 123 104 21 136 122 38 1 122 5 1 15 56 121 124 8 31 124 16 127 136 1 136 4 split_gain=23.2728 36.6012 35.9508 31.4306 29.6649 43.6285 40.2854 41.8031 31.022 33.7513 33.4057 44.3243 51.1112 41.4384 40.0489 62.018 46.2346 36.3205 38.9367 37.5718 40.637 36.4804 35.2313 34.295 33.6886 48.3433 41.006 34.2491 32.7735 32.6141 threshold=0.737249255180359 1019.1499938964845 0.98321744799613964 5.6849999427795419 3.6499999761581425 318.60926818847662 0 -0.21643137186765668 1.0000000180025095e-35 4.8350000381469735 1 -0.8338540494441985 15.550000190734865 280.50000000000006 -0.66259482502937306 6.0499999523162851 118.50000000000001 2.0349999666213994 272.20779418945318 -0.71322327852249134 0.38266885280609136 17.550000190734867 1023.5499877929689 -0.87878364324569691 6.4600000381469735 0.31729258596897131 2 274.50000000000006 3 5.3500001430511483 decision_type=2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 left_child=4 2 -2 -3 -1 8 -7 -8 10 -10 11 12 13 29 15 -12 -16 18 22 20 -19 -21 23 -13 27 26 -26 28 -17 -6 right_child=1 3 -4 -5 5 6 7 -9 9 -11 14 17 -14 -15 16 24 -18 19 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00035277124647081315 -0.00048163027879564822 0.0011788309914929273 0.0023411202715816403 -0.0029559650033699181 0.0040845408781043204 4.3232256515215152e-05 -0.0014062222493269327 -0.0067776540881133761 0.0049559209409735794 -0.0038610144572992174 0.00033393954958145359 -0.0016981816112306121 -0.00015977596981282355 0.0020758706107649166 -0.00089939174704945694 -0.006533394652174649 0.00089470641408203938 0.0056265674468016467 0.0028558375143888141 -0.00036618371298599545 0.00070447098944914578 0.0041863777769079137 0.0039298721439393882 0.00081446323512739019 0.0046158054694965906 -0.0016270893528596547 -0.0002137210452469908 -0.0014960370088621011 0.0041943389742286541 0.010345582838098069 leaf_weight=312152 122193 5688 12427 23941 6067 18264 9619 5810 1262 7757 117021 15678 14566 17141 45730 7785 167226 5606 25047 162277 16641 4523 7891 101497 6063 58931 15913 13148 780 3165 leaf_count=312152 122193 5688 12427 23941 6067 18264 9619 5810 1262 7757 117021 15678 14566 17141 45730 7785 167226 5606 25047 162277 16641 4523 7891 101497 6063 58931 15913 13148 780 3165 internal_value=-1.39552e-05 -0.00057122 -0.000221057 -0.00216219 6.44392e-05 0.000216686 -0.00154675 -0.00342669 0.000288993 -0.00262729 0.000321356 0.000663335 0.00221744 0.0035304 2.08629e-05 -0.000452846 0.000509443 0.000475763 0.00105642 1.46917e-05 0.00194479 -0.000242735 0.000696049 0.000478272 -0.00135004 -0.000880731 0.00112071 -0.0030988 -0.00555917 0.00623101 internal_weight=1.33181e+06 164249 134620 29629 1.16756e+06 855408 33693 15429 821715 9019 812696 380099 40939 26373 432597 219641 212956 339160 150113 189047 22247 166800 125066 117175 102620 80907 21976 21713 8565 9232 internal_count=1331809 164249 134620 29629 1167560 855408 33693 15429 821715 9019 812696 380099 40939 26373 432597 219641 212956 339160 150113 189047 22247 166800 125066 117175 102620 80907 21976 21713 8565 9232 cat_boundaries=0 1 2 3 4 cat_threshold=1300 1946 69 2048 is_linear=0 shrinkage=0.05 Tree=177 num_leaves=31 num_cat=0 split_feature=81 17 16 16 12 22 39 13 29 52 54 65 16 70 18 52 54 79 39 52 64 14 28 15 120 28 103 39 12 111 split_gain=22.1722 22.2576 31.3088 27.3652 26.0385 21.5293 40.5895 41.5466 33.2187 28.7073 59.2143 50.3078 41.0211 40.8961 37.3498 35.0302 38.9148 43.5493 34.2632 39.7089 51.5094 31.8498 31.7715 29.9133 29.0934 57.4038 49.2389 28.7707 28.5344 27.1468 threshold=338.91448974609381 20.524999618530277 15.405000209808351 20.524999618530277 3.8449999094009404 10.194999694824221 12.050000190734865 6.0750000476837167 1033.049987792969 12.085000038146974 13.454999923706056 23.224999427795414 9.5450000762939471 182.70336914062503 10.405000209808351 29.195000648498539 39.07500076293946 43.924999237060554 10.650000095367433 66.134998321533217 39.475000381469734 5.305000066757203 1025.9500122070315 4.1449999809265146 -0.74892720580101002 1007.1499938964845 -0.066926073282957063 14.150000095367433 3.3549998998641972 -0.16405366361141202 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -4 8 28 29 9 11 13 -1 -12 -11 21 -14 -17 18 23 20 -20 -13 -15 -18 25 26 -21 -27 -7 -8 right_child=-2 2 4 -5 -6 6 7 -9 -10 10 12 14 15 22 -16 16 17 -19 19 24 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-6.1336786900775364e-06 -0.0022457018044415048 0.014465979283406588 0.00074196803073103552 0.0058397143429109941 0.013995267185313898 -0.0017139258367524495 -0.0042353155505901862 0.011515761035871472 0.010986320779472229 -0.0027389476197115133 0.0050585436748683595 -3.6343389144420071e-05 -0.00087611710572114412 0.0027731758438083289 -0.0030437516479088328 0.0023745217545022598 -0.0020566122432590849 -0.0056456239648570708 0.00090668462813398595 0.002578264799538172 -0.0045371835825267128 0.06016462265767835 0.011275942627094282 -0.013484407966554843 0.0017800555217039335 0.001160152524475153 0.049915136031291274 0.013613685109953092 -0.0067804723101032487 -5.701189875713382e-05 leaf_weight=1049194 11030 559 4144 1998 407 7676 4316 735 691 3336 4141 16389 60392 28938 24274 24473 2876 3288 15414 90 6051 22 1142 715 13764 1423 141 688 4356 39146 leaf_count=1049194 11030 559 4144 1998 407 7676 4316 735 691 3336 4141 16389 60392 28938 24274 24473 2876 3288 15414 90 6051 22 1142 715 13764 1423 141 688 4356 39146 internal_value=-1.32566e-05 5.38681e-06 0.00329888 -7.40497e-06 0.00192722 -1.6298e-05 -0.000973504 -0.000272582 2.65053e-05 2.04793e-05 0.000631195 -7.30278e-05 0.000159893 0.00251347 -0.00179811 3.02548e-06 0.000773351 -0.000108211 0.000334115 0.000780097 -0.000627946 4.43599e-05 0.00309599 -0.00433199 0.00265664 0.00780836 0.0314722 0.00521891 -0.00354819 -0.000471939 internal_weight=1.33181e+06 1.32078e+06 5110 1.31567e+06 4551 1.31367e+06 56229 44197 1.25744e+06 1.25675e+06 166872 1.08988e+06 133456 33416 40685 129315 68923 44450 41162 37571 21465 16411 30080 3591 16106 2342 231 2111 12032 43462 internal_count=1331809 1320779 5110 1315669 4551 1313671 56229 44197 1257442 1256751 166872 1089879 133456 33416 40685 129315 68923 44450 41162 37571 21465 16411 30080 3591 16106 2342 231 2111 12032 43462 is_linear=0 shrinkage=0.05 Tree=178 num_leaves=31 num_cat=2 split_feature=117 125 4 5 103 6 5 11 127 4 9 136 54 52 31 85 136 121 55 52 78 54 65 76 127 31 28 122 17 123 split_gain=21.136 36.2475 28.5598 46.636 40.6157 33.4818 60.3175 54.7786 41.8205 39.686 57.4755 44.5108 32.1394 48.7201 32.9471 34.4603 31.181 30.1972 29.4185 67.7982 47.7138 47.6513 33.1427 33.04 29.0471 32.8336 27.8211 27.3236 26.5091 26.4627 threshold=0.77159520983695995 0.98624804615974437 10.550000190734865 11.150000095367433 -0.20715066790580747 9.1500000953674334 6.5499999523162851 13.750000000000002 -0.97988739609718312 7.7500000000000009 8.0500001907348651 0 21.904999732971195 19.765000343322757 1017.4500122070314 0.69675663113594066 1 0.90992662310600292 8.0650000572204608 4.9949998855590829 63.254999160766609 3.745000004768372 8.2150001525878924 22.884999275207523 -0.35019405186176294 1019.4500122070314 1027.350036621094 0.04361772537231446 14.550000190734865 -0.85260769724845875 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 28 5 -4 -5 7 24 9 16 12 -11 -12 13 18 27 -16 -9 29 19 22 23 -21 -1 -20 25 -7 -15 -14 -2 -13 right_child=1 -3 3 4 -6 6 -8 8 -10 10 11 17 14 26 15 -17 -18 -19 20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.5116341809791018e-05 -0.0011665826597922731 0.0016847393967461309 0.0022804964749751724 -0.0055612539284691006 0.00031383623654166056 0.0059201676193366085 -0.0012824631097034498 0.0040314179664883735 0.0022150248232431541 0.0038357291220376777 -0.0025181225847516141 0.0038263261026582097 -0.0014800669125973817 0.0021884307179083958 -0.003067915356646475 0.00047315662384153471 0.018894981687599496 -0.0057298335894195446 -0.0011560599695717539 0.0049858253638262054 0.076225910708308225 0.0010533444530948656 -0.0014885514799144704 0.0065616975403644589 0.0012672091666215614 0.0247826193302014 0.013894379874648994 -0.0049138699771079774 0.0020792092850194419 0.00071023735364139347 leaf_weight=620578 99982 14716 36657 3114 53179 2112 87724 763 13257 14587 11039 7479 25967 18370 8425 37237 678 1707 74639 9045 20 51935 40666 1413 5028 259 522 7457 6713 76541 leaf_count=620578 99982 14716 36657 3114 53179 2112 87724 763 13257 14587 11039 7479 25967 18370 8425 37237 678 1707 74639 9045 20 51935 40666 1413 5028 259 522 7457 6713 76541 internal_value=-1.25938e-05 -0.000641514 5.04911e-05 0.000892608 -1.11603e-05 -1.95567e-05 -0.000916804 6.39284e-05 0.00309434 1.97246e-05 0.000909967 0.000468923 -9.08791e-05 2.26546e-06 -0.00105333 -0.000180199 0.0111839 0.000853757 -5.71255e-05 4.13832e-05 -0.000992362 0.00163664 -0.000105731 -0.00101267 0.00341852 0.00798064 0.00251187 -0.00224616 -0.000962365 0.000987614 internal_weight=1.33181e+06 121411 1.2104e+06 92950 56293 1.11745e+06 95123 1.02232e+06 14698 1.00763e+06 111353 96766 896274 817188 79086 45662 1441 85727 798296 722224 76072 60980 661244 76052 7399 2371 18892 33424 106695 84020 internal_count=1331809 121411 1210398 92950 56293 1117448 95123 1022325 14698 1007627 111353 96766 896274 817188 79086 45662 1441 85727 798296 722224 76072 60980 661244 76052 7399 2371 18892 33424 106695 84020 cat_boundaries=0 1 2 cat_threshold=6144 198 is_linear=0 shrinkage=0.05 Tree=179 num_leaves=31 num_cat=5 split_feature=33 39 28 118 30 136 124 7 19 20 124 136 15 12 136 136 68 15 3 122 20 22 110 28 21 28 136 67 15 22 split_gain=20.1912 38.1746 26.9244 53.5243 47.8495 39.9978 39.2819 43.749 37.6518 43.6292 36.5932 36.7465 35.3497 36.2324 34.5048 34.1472 33.1802 32.9263 32.6224 32.5596 53.9792 61.1456 44.7512 45.5449 38.0998 44.8175 37.2379 35.1433 34.0178 32.1479 threshold=16.250000000000004 16.050000190734867 1017.9500122070314 0.62249094247818004 1017.0499877929689 0 -0.28400452435016627 6.2500000000000009 13.344999790191652 8.5650000572204608 -0.93038213253021229 1 2.5649999380111699 2.0449999570846562 2 3 317.80018615722662 2.6650000810623173 348.50000000000006 -0.47714059054851526 7.3750000000000009 8.2150001525878924 -0.42518109083175654 1010.1499938964845 5.8750000000000009 1014.8500061035157 4 56.395000457763679 4.2950000762939462 6.9749999046325692 decision_type=2 2 2 2 2 1 2 2 2 2 2 1 2 2 1 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 -2 4 5 10 8 7 -6 9 12 11 -1 13 -4 18 -5 -17 -7 -9 22 21 26 23 27 -24 -26 -21 28 -12 -22 right_child=1 -3 3 15 6 17 -8 14 -10 -11 19 -13 -14 -15 -16 16 -18 -19 -20 20 29 -23 24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0025475386408944697 -0.0028710002677622051 -0.00028286803298360335 0.00060176827762979689 -0.0004802869211922147 0.0020649308585019631 -0.00018055724036070142 0.00074545415648247574 0.0042581922574799359 -0.00024698339773575583 0.003540339632887122 0.015414821838735588 -4.4545763360462604e-05 -0.0013579864905275349 0.003716885953879704 0.014769959607598138 -0.002047429555747052 -0.007265471552485899 -0.0020105735620227698 0.060520606767386201 0.0025392578117862507 0.0028829784749271844 0.0079250926443035514 -0.00092661188594418361 0.0018641651603783262 0.00072738872538158144 -0.00082428385270102034 0.00065260004738078867 -0.0038222570458913713 0.050666474188057087 -0.00054206903541711277 leaf_weight=25172 15780 146715 37185 46076 16749 135831 74834 2843 69484 17604 782 35117 15404 12463 1240 34457 3342 30010 26 32033 7366 3246 116384 2882 137733 70282 142465 222 75 98007 leaf_count=25172 15780 146715 37185 46076 16749 135831 74834 2843 69484 17604 782 35117 15404 12463 1240 34457 3342 30010 26 32033 7366 3246 116384 2882 137733 70282 142465 222 75 98007 internal_value=-1.19565e-05 -0.000534203 6.06182e-05 -0.000270948 0.000234233 2.54167e-05 0.00128028 0.00319913 0.000610875 0.0013321 8.52242e-05 -0.00109003 0.000734518 0.00138375 0.00782235 -0.0013945 -0.00250812 -0.00051168 0.0047515 0.000201099 0.000594026 0.0011256 -0.000137688 0.00514475 -0.000202188 0.000203125 0.000999121 0.0139072 0.0184999 -0.000302644 internal_weight=1.33181e+06 162495 1.16931e+06 401856 767458 317981 95692 20858 152140 82656 671766 60289 65052 49648 4109 83875 37799 165841 2869 611477 283117 177744 328360 3961 324399 208015 174498 1079 857 105373 internal_count=1331809 162495 1169314 401856 767458 317981 95692 20858 152140 82656 671766 60289 65052 49648 4109 83875 37799 165841 2869 611477 283117 177744 328360 3961 324399 208015 174498 1079 857 105373 cat_boundaries=0 1 2 3 4 5 cat_threshold=799 89 2489 2456 3108 is_linear=0 shrinkage=0.05 Tree=180 num_leaves=31 num_cat=4 split_feature=31 126 6 136 124 136 124 11 80 76 56 31 65 83 16 0 9 136 1 32 21 106 16 16 4 11 15 16 136 29 split_gain=23.0146 51.7376 65.2489 67.9315 59.5404 49.9819 46.229 46.9255 44.3284 40.3471 37.4511 36.7407 47.3053 45.5162 37.8083 37.7875 35.9659 68.3223 37.8276 34.8615 59.7039 33.94 32.6192 31.528 30.8257 34.7801 30.4907 29.8589 29.6147 34.9183 threshold=1015.5499877929689 -0.26722820103168482 3.2500000000000004 0 0.061046212911605842 1 -0.76037701964378346 15.949999809265138 324.03744506835943 50.18499946594239 293.54052734375006 1019.2500000000001 45.354999542236335 255.77067565917972 6.4600000381469735 154.50000000000003 7.0499999523162851 2 212.50000000000003 3.3999999761581425 8.5250000953674334 -0.29401314258575434 20.524999618530277 9.5450000762939471 10.84999990463257 5.5499999523162851 3.4050000905990605 18.219999313354496 3 1017.9500122070314 decision_type=2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 left_child=6 2 -2 9 19 10 7 16 -7 11 -3 14 -13 -14 15 -4 -1 23 -19 20 26 24 -21 -18 -12 -26 -5 -9 -8 -30 right_child=1 5 3 4 -6 8 28 27 -10 -11 21 12 13 -15 -16 -17 17 18 -20 22 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.00078605339637388748 -3.2971367171812167e-05 0.00012450587700607355 0.028408158789056222 0.015929516365012299 0.0062257378091821053 -0.00041867525336999753 0.00091077321134292117 0.0028679024422092712 -0.0044458916370845513 -0.026356416638448555 0.0013550700147571847 0.0064469877009836352 0.045854398497306798 0.0057212166324130849 0.002325045537602276 0.005232492169618577 -0.0039030022138912368 -0.0058600302780797055 0.0034747531476523093 8.0171387711670442e-05 -0.0064607675978965873 -0.0028772686308062186 0.019883313217947014 0.001175116343440982 0.021393727004799426 0.0040737066378220225 -0.007509167210635128 0.030587280360567903 -0.0001228436179105241 -0.004140727469352872 leaf_weight=64844 67931 225281 280 1139 5037 240293 73240 5201 7033 106 55072 8266 152 132 12939 473 4412 14512 1173 41127 560 4202 209 9949 302 7205 158 99 473454 5470 leaf_count=64844 67931 225281 280 1139 5037 240293 73240 5201 7033 106 55072 8266 152 132 12939 473 4412 14512 1173 41127 560 4202 209 9949 302 7205 158 99 473454 5470 internal_value=7.18193e-06 0.000211198 0.00107319 0.00213786 0.00108108 -1.01518e-05 -0.000204823 -0.00119294 -0.000533172 0.0044161 0.000432759 0.00456474 0.00713636 0.0272009 0.00295888 0.0138503 -0.00144867 -0.00287871 -0.00515864 0.000481376 0.00718322 0.0014727 0.000180299 -0.00038472 0.00176478 0.00477048 0.0130742 0.00338568 -2.55295e-05 -0.00016873 internal_weight=1.33025e+06 677897 138509 70578 48230 539388 652354 100190 247326 22348 292062 22242 8550 284 13692 753 94890 30046 15685 43193 1857 66781 41336 14361 62579 7507 1297 5300 552164 478924 internal_count=1330251 677897 138509 70578 48230 539388 652354 100190 247326 22348 292062 22242 8550 284 13692 753 94890 30046 15685 43193 1857 66781 41336 14361 62579 7507 1297 5300 552164 478924 cat_boundaries=0 1 2 3 4 cat_threshold=614 5913 5348 152 is_linear=0 shrinkage=0.05 Tree=181 num_leaves=31 num_cat=3 split_feature=6 136 8 136 108 105 79 55 5 38 136 4 31 126 0 116 11 0 103 100 35 83 79 31 78 14 33 121 132 82 split_gain=21.5611 39.4432 34.698 40.9486 40.5846 49.143 34.6062 41.7932 30.6035 30.346 30.2847 28.1129 27.2737 29.3368 26.9979 27.0431 26.202 25.9301 25.471 29.0007 32.2783 24.6239 24.4847 23.9924 24.8284 23.9047 34.4142 24.8312 23.8912 23.4536 threshold=12.34999990463257 0 14.150000095367433 1 -0.48986668884754175 -0.91833195090293873 20.085000038146976 38.155000686645515 6.4500000476837167 13.250000000000002 2 13.449999809265138 1019.6499938964845 -0.94828754663467396 144.50000000000003 -0.89490029215812672 12.750000000000002 335.50000000000006 -0.049969449639320367 -0.93892538547515858 10.550000190734865 299.81979370117193 63.939998626708991 1022.3500061035157 10.324999809265138 2.8850001096725468 12.750000000000002 0.74892720580101024 1013.4500122070314 336.67390441894537 decision_type=2 1 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 18 22 14 9 28 7 25 12 -5 23 -10 -3 -14 15 -4 -16 -18 -2 20 -20 -11 -1 24 -9 26 -7 -28 -6 -21 right_child=1 8 3 4 5 6 -8 10 11 21 -12 -13 13 -15 16 -17 17 -19 19 29 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-1.1731880981786364e-05 -0.01147549218626656 0.0079451251774699926 0.019987004982148806 -0.0062734327967421712 0.013718961532342838 0.0077074562533120715 -0.00020978561609544751 0.031844342623533001 -0.0014691114746365874 0.0035232558161391817 0.023916201198504967 0.0015560755510113341 0.093621400585398085 0.011627454085585971 -0.0023605850650940982 0.0028908044893646697 0.00020383831386030899 0.008763524330193213 0.076664227552034642 -0.0033241024184951016 0.008794398504163161 0.058319142318907238 0.0078074054801906059 -0.019885428584809864 0.0030969692031183813 0.00070695598638629837 0.0023043585305562411 -0.032426128018862355 0.063334446951746934 -0.055025171353058379 leaf_weight=1238312 1032 535 275 2024 823 5320 6351 101 24748 865 435 11135 20 24 11408 1456 5157 1068 22 7499 86 21 1002 78 293 5055 5007 52 25 22 leaf_count=1238312 1032 535 275 2024 823 5320 6351 101 24748 865 435 11135 20 24 11408 1456 5157 1068 22 7499 86 21 1002 78 293 5055 5007 52 25 22 internal_value=6.82318e-06 -0.00106744 4.45425e-05 0.00139581 0.00267426 0.0033639 0.00292227 0.00413955 -0.000346253 -0.00289523 0.0145704 -0.000530353 0.0110572 0.0488974 -0.000351682 0.00560684 -0.000936818 0.00167239 -0.00409846 -0.00310592 0.0226197 0.00482203 -5.41002e-06 0.0053374 0.0104662 0.00352657 0.00489984 0.00194737 0.0151817 -0.00347534 internal_weight=1.33025e+06 45123 1.28513e+06 45814 26450 23540 22692 16341 36462 2910 907 35883 579 44 19364 1731 17633 6225 8661 7629 108 886 1.23931e+06 472 394 15434 10379 5059 848 7521 internal_count=1330251 45123 1285128 45814 26450 23540 22692 16341 36462 2910 907 35883 579 44 19364 1731 17633 6225 8661 7629 108 886 1239314 472 394 15434 10379 5059 848 7521 cat_boundaries=0 1 2 3 cat_threshold=610 2220 4432 is_linear=0 shrinkage=0.05 Tree=182 num_leaves=31 num_cat=1 split_feature=15 16 19 124 29 87 7 136 15 39 77 10 115 30 39 15 97 19 52 21 54 52 54 55 52 76 54 18 115 16 split_gain=21.0077 50.9007 38.7792 39.1739 36.7506 36.8782 35.1751 37.946 33.1401 31.3884 29.6509 33.0625 32.9278 32.194 42.0108 34.7368 27.7078 27.1734 26.7729 61.4223 35.7619 46.3397 48.141 38.0205 50.7439 40.939 38.3941 34.8091 34.0698 33.4081 threshold=3.8649998903274541 14.550000190734865 10.405000209808351 -0.8703225553035735 1021.6499938964845 0.8277072310447694 12.84999990463257 0 4.9649999141693124 8.8499999046325701 38.555000305175788 23.550000190734867 0.095842104405164733 1008.5499877929689 13.34999990463257 4.8450000286102304 -0.87009781599044789 5.4100000858306894 34.125000000000007 9.4250001907348651 20.98499965667725 10.065000057220461 8.4449996948242205 6.6849999427795419 5.5950000286102304 43.864999771118171 3.0849999189376835 13.344999790191652 -0.89490029215812672 9.5450000762939471 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 10 5 -3 9 16 -4 17 12 -12 -2 14 15 -14 -8 -1 20 -20 21 23 -23 24 25 28 -26 -24 -11 -22 right_child=1 4 8 -5 -6 -7 7 -9 -10 18 11 -13 13 -15 -16 -17 -18 -19 19 -21 29 22 27 -25 26 -27 -28 -29 -30 -31 leaf_value=0.010475039547227017 0.0096173549090657912 0.0030966325230231445 -0.0021316039642834054 -0.00034149500712904804 -0.0029709539694884818 -0.0037874504205157979 0.0089991955129325295 9.3803095851912192e-05 -0.0066703327215503483 0.00035125856011096766 -0.014044692860967149 0.049558908103600793 0.050944447194283107 0.0021544182952493432 0.0063570153420524945 0.12913901519030332 0.0028255531428526635 -0.0030556281834091584 0.0024570483092152652 -0.0006928308685057741 0.0058066774015992596 0.0034850410372598917 0.0016721203157240207 -0.0010843538538712119 0.0061612222061198443 -0.0054518884563329179 0.0012337680035369256 -0.00062634241675527341 -0.00026887000079700135 -0.0015589052292919823 leaf_weight=384 709 13939 23672 5620 4502 2261 2319 12381 4845 373023 183 23 49 50 35 20 8403 11012 34506 28064 1590 17742 33769 81850 4448 3478 35545 32160 545207 48462 leaf_count=384 709 13939 23672 5620 4502 2261 2319 12381 4845 373023 183 23 49 50 35 20 8403 11012 34506 28064 1590 17742 33769 81850 4448 3478 35545 32160 545207 48462 internal_value=6.49101e-06 -0.000942143 -0.00209904 0.00132732 0.00102528 0.00213584 4.81095e-05 0.00198133 -0.00290273 1.24144e-05 0.0101007 -0.00694332 0.0141692 0.0351252 0.0509765 0.0736095 0.00415694 -0.0025997 3.64236e-05 0.00104426 -1.7141e-05 4.09284e-05 0.0011731 -4.9848e-05 3.81984e-05 -3.74565e-05 0.0017818 0.000550936 -1.69481e-05 -0.00132492 internal_weight=1.33025e+06 55908 35206 6689 20702 16200 1.27434e+06 23103 28517 1.25124e+06 1069 206 863 154 104 69 10722 11396 1.23984e+06 62570 1.17727e+06 1.12722e+06 83671 1.04355e+06 961701 921708 39993 65929 918230 50052 internal_count=1330251 55908 35206 6689 20702 16200 1274343 23103 28517 1251240 1069 206 863 154 104 69 10722 11396 1239844 62570 1177274 1127222 83671 1043551 961701 921708 39993 65929 918230 50052 cat_boundaries=0 1 cat_threshold=4249 is_linear=0 shrinkage=0.05 Tree=183 num_leaves=31 num_cat=3 split_feature=31 28 124 11 77 28 10 20 23 20 25 3 136 9 7 3 52 18 32 70 122 136 4 11 136 22 125 3 15 11 split_gain=20.8361 70.5362 42.1787 40.0512 39.0876 36.0501 36.051 34.5816 34.7065 35.265 34.7468 33.6399 45.2185 46.3623 39.7777 62.1822 39.6587 45.8123 40.0976 33.7283 33.127 46.5608 55.9989 35.3269 32.4927 32.5064 34.6667 52.8349 123.467 48.6687 threshold=1015.5499877929689 1013.3500061035157 -0.76037701964378346 15.949999809265138 29.994999885559086 1017.5499877929689 14.550000190734865 7.3750000000000009 7.1250000000000009 8.1949996948242205 181.50000000000003 117.50000000000001 0 9.6500000953674334 2.5499999523162846 314.50000000000006 10.25500011444092 13.344999790191652 8.3499999046325701 321.53709411621099 -0.3172925859689712 1 4.8500001430511483 8.3499999046325701 2 9.8850002288818377 0.56638467311859142 319.50000000000006 2.7849999666213994 6.0499999523162851 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 left_child=2 4 3 20 24 -4 -7 -5 -9 -10 -11 12 -3 -14 -13 16 -16 18 19 -18 23 -22 -23 -1 -2 26 27 -26 -29 -30 right_child=1 11 5 7 -6 6 -8 8 9 10 -12 14 13 -15 15 -17 17 -19 -20 -21 21 22 -24 -25 25 -27 -28 28 29 -31 leaf_value=-0.0007851230678031228 -0.0014311451980117173 0.00099661159883400983 4.0957028045776945e-05 -0.0015291663028347419 -0.0041315855104880573 -0.0018418598684550262 -0.011914610442525149 0.013124962589341364 -0.0060189210224148902 0.06643005833029747 0.0067542673046113947 -0.00056030120313360653 -0.00078486241523194615 -0.0046195282068085628 0.00084040999370977264 -3.6563319345135285e-05 0.013609985043616069 0.0012393851218355288 0.004223895281532641 0.070399761572480207 -0.0006688865402837323 -0.0011871139018092692 -0.0053376787472400183 0.0037557239242615933 0.00713256220968896 -0.0046945580157222305 0.0025392127991754054 0.01238709139719291 0.019824330359376197 0.097018457684611925 leaf_weight=24628 1953 33957 538126 2296 1451 13085 953 1219 756 25 1004 106246 91984 8621 158141 228680 826 21668 13269 27 32519 15629 16929 5185 5925 721 3868 462 29 69 leaf_count=24628 1953 33957 538126 2296 1451 13085 953 1219 756 25 1004 106246 91984 8621 158141 228680 826 21668 13269 27 32519 15629 16929 5185 5925 721 3868 462 29 69 internal_value=6.16649e-06 0.000200287 -0.000195555 -0.00113939 0.00365279 -2.42959e-05 -0.00252567 0.00309058 0.00662152 0.00218024 0.00820412 0.000124942 -0.000580906 -0.00111335 0.000304537 0.000521961 0.00118056 0.00268356 0.00489941 0.0154076 -0.00137565 -0.00200798 -0.00334423 4.60932e-06 0.00451984 0.00556562 0.00628553 0.00852004 0.0232 0.0741753 internal_weight=1.33025e+06 677897 652354 100190 14478 552164 14038 5300 3004 1785 1029 663419 134562 100605 528857 422611 193931 35790 14122 853 94890 65077 32558 29813 13027 11074 10353 6485 560 98 internal_count=1330251 677897 652354 100190 14478 552164 14038 5300 3004 1785 1029 663419 134562 100605 528857 422611 193931 35790 14122 853 94890 65077 32558 29813 13027 11074 10353 6485 560 98 cat_boundaries=0 1 2 3 cat_threshold=276 7588 2048 is_linear=0 shrinkage=0.05 Tree=184 num_leaves=31 num_cat=5 split_feature=60 52 136 60 75 120 12 35 136 39 35 28 14 136 11 122 12 92 136 123 25 22 43 28 126 12 29 31 28 136 split_gain=21.0022 54.9121 34.4018 29.9899 25.5665 24.4906 24.3637 24.3537 23.8127 24.4631 23.4691 22.6903 22.0787 62.2382 53.2833 45.1439 37.2196 44.8377 39.9632 35.5196 31.7766 33.5344 31.3924 38.5501 39.8626 35.4138 31.3044 30.8212 30.4728 29.0716 threshold=0.78677600622177135 25.224999427795414 0 0.62879812717437755 0.58288943767547619 -0.59480014443397511 3.495000004768372 13.34999990463257 1 10.650000095367433 14.250000000000002 1007.4500122070314 2.2250000238418584 2 13.650000095367433 -0.86159634590148915 2.1650000810623173 -0.10801868140697478 3 0.53727915883064281 286.50000000000006 6.4749999046325692 12.84999990463257 1018.2500000000001 0.9238443672657014 3.0749999284744267 1031.549987792969 1016.8500061035157 1004.9500122070314 4 decision_type=2 2 1 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 left_child=1 12 6 10 -5 7 -3 -6 9 -2 -4 -9 14 -14 16 20 26 -18 -19 22 21 28 23 24 -17 -24 -1 -25 -15 -16 right_child=8 2 3 4 5 -7 -8 11 -10 -11 -12 -13 13 15 29 19 17 18 -20 -21 -22 -23 25 27 -26 -27 -28 -29 -30 -31 leaf_value=-2.9007942695300773e-05 -0.0029510389185904594 -0.00059286881530181204 0.0030483975544120068 -0.0026828790527161986 0.0019294952813620255 0.0010169594063390841 -0.0093127902284967853 0.034370641951524727 -0.0018061011123637349 0.00021891664818124369 0.008679464527145268 0.00642511005566908 -0.0025924814789768536 0.065881449910146689 -0.0032432814940855678 -0.00016927270038639335 -0.0015081731216237107 -0.0039116707118962424 0.0023670033406484685 -0.0020849312830764099 0.00098367363330994768 0.0047210339192526058 0.00049879278531985078 -0.0047320905019330572 0.0019793643586149463 0.0058760532683888051 0.012920160688099909 -0.00089982534122125301 0.016208548650220179 0.0038236590015540738 leaf_weight=793758 6850 4599 6737 3437 6122 25993 970 74 32615 54581 2551 3942 28609 35 1626 128863 11385 2685 43078 25358 11956 4546 10006 5674 25930 4412 467 69652 262 13478 leaf_count=793758 6850 4599 6737 3437 6122 25993 970 74 32615 54581 2551 3942 28609 35 1626 128863 11385 2685 43078 25358 11956 4546 10006 5674 25930 4412 467 69652 262 13478 internal_value=5.85775e-06 6.06552e-05 0.0016135 0.00203771 0.00143794 0.00182994 -0.00210791 0.00391434 -0.000714437 -0.000134534 0.004595 0.00694004 -1.08586e-05 -0.000369122 0.00011951 -0.000147159 6.72859e-05 0.00129973 0.00199828 -0.000303697 0.00236771 0.0057845 -0.000118986 -0.000260789 0.000190654 0.00214427 -2.13939e-05 -0.00118849 0.0220623 0.00306326 internal_weight=1.33025e+06 1.2362e+06 54425 48856 39568 36131 5569 10138 94046 61431 9288 4016 1.18178e+06 315303 866477 286694 851373 57148 45763 269895 16799 4843 244537 230119 154793 14418 794225 75326 297 15104 internal_count=1330251 1236205 54425 48856 39568 36131 5569 10138 94046 61431 9288 4016 1181780 315303 866477 286694 851373 57148 45763 269895 16799 4843 244537 230119 154793 14418 794225 75326 297 15104 cat_boundaries=0 1 2 3 4 5 cat_threshold=2144 7812 6178 2080 544 is_linear=0 shrinkage=0.05 Tree=185 num_leaves=31 num_cat=4 split_feature=19 6 8 13 136 136 2 11 72 120 76 127 33 2 8 80 76 79 31 28 124 136 64 7 126 136 41 78 28 31 split_gain=21.9544 28.3014 50.4909 51.8182 50.1928 42.1741 47.6707 37.067 36.8188 36.4434 33.1977 30.3712 30.0002 29.9669 49.3432 29.5259 35.7651 31.416 28.7078 75.6977 53.6587 50.8221 45.1823 43.9151 38.313 64.0491 41.4207 38.2417 36.7428 53.9102 threshold=6.4600000381469735 10.449999809265138 10.34999990463257 1.2450000047683718 0 1 339.50000000000006 9.3499999046325701 0.7817770540714265 0.7933231294155122 25.015000343322757 0.90992662310600292 13.150000095367433 320.50000000000006 16.250000000000004 308.89227294921881 6.8150000572204599 8.2750000953674334 1018.4500122070314 1016.6499938964845 0.026175950653851036 2 26.505000114440922 9.8499999046325701 0.04361772537231446 3 13.949999809265138 19.535000801086429 1015.0499877929689 1015.6499938964845 decision_type=2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 left_child=-1 2 10 12 7 -3 11 -5 -6 -10 15 13 -4 -7 -15 18 -17 -18 22 20 21 23 28 -20 25 26 -21 -24 29 -2 right_child=1 5 3 4 8 6 -8 -9 9 -11 -12 -13 -14 14 -16 16 17 -19 19 24 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00077174459173563097 1.3893758436749087e-05 0.00052916724794865335 0.010047370401928764 0.0045205121614592296 -0.00029292404750268615 -0.0023608024588877585 0.0027391925018662232 0.0011019107952001191 0.002209544791984834 -0.014188682547767735 0.0020835662952180356 -0.0052858385178537227 0.0025088098096758167 -0.0011775382046550899 0.005286786835743025 -0.0020860383639810065 0.0017418118052822775 -0.00077184747971620284 0.016375205380496118 0.003322118090157282 0.0011681536590153409 0.0054415688650572037 -0.003194782431451305 0.086118982602720676 -0.00021773203063941545 0.00029376344383733554 0.032660537834928907 0.00081203732495555101 -0.00062448026436083201 0.0023949832190934893 leaf_weight=85477 315757 37699 2275 12635 87238 40198 5975 21290 22487 344 16914 6100 3143 15787 3631 40993 15661 60254 1209 20945 4493 3007 22147 23 158732 61330 121 8145 229921 25707 leaf_count=85477 315757 37699 2275 12635 87238 40198 5975 21290 22487 344 16914 6100 3143 15787 3631 40993 15661 60254 1209 20945 4493 3007 22147 23 158732 61330 121 8145 229921 25707 internal_value=-3.39161e-06 -5.66454e-05 1.73952e-05 0.000873895 0.000693275 -0.000824715 -0.00153652 0.00237443 0.000174884 0.00196247 -0.000112478 -0.00192551 0.00567423 -0.00158167 3.12353e-05 -0.000150832 -0.00089593 -0.000253288 -4.85368e-05 0.00040197 0.00497527 0.00901052 -0.00023562 0.0175349 0.000236356 0.00111114 0.00348898 -0.00211742 -0.000135856 0.000193153 internal_weight=1.32964e+06 1.24416e+06 1.13477e+06 149412 143994 109390 71691 33925 110069 22831 985359 65716 5418 59616 19418 968445 116908 75915 851537 249860 8732 4239 601677 1232 241128 82396 21066 30292 571385 341464 internal_count=1329638 1244161 1134771 149412 143994 109390 71691 33925 110069 22831 985359 65716 5418 59616 19418 968445 116908 75915 851537 249860 8732 4239 601677 1232 241128 82396 21066 30292 571385 341464 cat_boundaries=0 1 2 3 4 cat_threshold=1282 5145 334 582 is_linear=0 shrinkage=0.05 Tree=186 num_leaves=31 num_cat=3 split_feature=11 20 23 12 35 7 40 111 110 6 2 4 136 136 127 7 127 136 66 4 1 40 19 33 13 62 31 12 43 126 split_gain=21.8263 47.8142 48.0757 34.3124 43.2443 34.2376 37.6729 34.3379 28.2324 27.0523 52.2836 46.8826 50.2836 43.1071 43.577 34.5948 34.0391 30.3349 30.1636 28.6852 35.6031 28.3279 27.8292 26.9835 33.8411 26.9651 28.063 26.9296 25.6576 27.2586 threshold=0.35000000894069677 7.055000066757203 7.805000066757203 2.495000004768372 15.34999990463257 2.7500000000000004 8.3499999046325701 -0.23408629000186917 0.40651112794876104 10.050000190734865 339.50000000000006 9.4499998092651385 0 1 0.90992662310600292 11.650000095367433 -0.97988739609718312 2 113.40000152587892 12.84999990463257 327.50000000000006 10.34999990463257 8.0099999904632586 15.050000190734865 1.2450000047683718 0.6167459785938264 1029.549987792969 1.5549999475479128 13.550000190734865 0.8140845298767091 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 -3 25 6 7 27 -1 11 13 15 -13 28 18 -7 17 -17 19 -15 -21 23 -12 24 -14 -5 -27 -2 29 -11 right_child=5 3 -4 4 -6 9 -8 -9 -10 10 22 12 21 14 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0083770810862927089 -0.0011592042123352126 -0.0018214222260909225 0.011262829055803702 0.0037009044663818577 0.01032107283856646 5.1370466918238988e-05 0.00022964139659930067 -0.00073224358792237381 0.0015365967008342197 -0.00063688927264157823 0.0064686542735303823 0.0052828093116825577 0.0095892010296608782 -0.001602508083330356 -0.0053259597419222189 0.0028574133340853007 0.0018332807556060396 0.018921720353984248 -0.010399469089143756 -9.5548496436485765e-05 0.0072396465633035242 -0.001533835365867438 0.001101632250154388 -0.0021753852835326984 0.0015341414556133261 -0.0031583107154685565 0.050022330254316329 -0.0056169102671356401 0.0055558875679288999 0.0019163018082109249 leaf_weight=1617 6932 16853 1486 3254 1351 735157 114071 187292 22458 42230 3428 7559 1339 52817 7164 625 12017 568 883 10349 1969 9583 8176 4801 49753 3207 25 6627 2154 13893 leaf_count=1617 6932 16853 1486 3254 1351 735157 114071 187292 22458 42230 3428 7559 1339 52817 7164 625 12017 568 883 10349 1969 9583 8176 4801 49753 3207 25 6627 2154 13893 internal_value=-3.21967e-06 0.00101895 0.00253477 -0.000550347 0.00218303 -4.33677e-05 -0.000496017 -0.000908147 0.00199604 0.000104434 -0.000530083 0.000214947 0.00142412 -0.00081407 -0.00162192 9.69405e-05 0.00263299 0.0106884 -0.00122022 -0.00109578 0.00107696 0.000977695 0.00268713 0.00140848 0.00174525 0.000487912 -0.00274695 -0.00333792 0.00020064 -4.85813e-06 internal_weight=1.32964e+06 50251 25561 24690 7837 1.27939e+06 314922 200851 24075 964465 143063 821402 73035 131459 73182 748367 13210 1193 66018 65135 12318 65476 11604 55893 51092 6486 3232 13559 58277 56123 internal_count=1329638 50251 25561 24690 7837 1279387 314922 200851 24075 964465 143063 821402 73035 131459 73182 748367 13210 1193 66018 65135 12318 65476 11604 55893 51092 6486 3232 13559 58277 56123 cat_boundaries=0 1 2 3 cat_threshold=1026 5149 198 is_linear=0 shrinkage=0.05 Tree=187 num_leaves=31 num_cat=0 split_feature=104 21 91 35 28 52 0 52 55 67 107 56 54 8 79 120 6 14 80 12 29 12 0 66 135 28 107 21 75 28 split_gain=21.7163 30.3734 24.4069 28.8293 37.511 36.5228 31.2291 21.8004 64.1645 45.9292 45.3929 47.2778 39.1512 35.4748 50.8029 41.0396 33.9068 30.9163 30.3984 36.3966 39.7893 55.7022 39.9407 36.3154 32.9639 29.3993 27.2586 26.3111 25.3767 24.8664 threshold=0.074858017265796675 4.6349999904632577 -0.88596302270889271 10.84999990463257 1010.2500000000001 3.2350000143051152 161.50000000000003 2.9050000905990605 3.7549999952316289 13.72499990463257 -1.0000000180025095e-35 261.36009216308599 2.2150000333786015 15.650000095367433 18.394999504089359 -0.43049471080303187 10.449999809265138 2.3649998903274541 267.17782592773443 3.2949999570846562 1010.2500000000001 1.9450000524520876 293.50000000000006 15.045000076293947 1018.9500122070314 1017.8500061035157 -0.88104757666587818 8.5749998092651385 0.78601199388504039 1034.4500122070315 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 -2 3 4 5 -3 -7 9 10 27 11 -9 -13 29 15 16 -15 -12 19 20 21 22 24 -24 -11 -20 -23 -1 -16 -10 right_child=1 2 -4 -5 -6 6 -8 8 13 18 17 12 -14 14 28 -17 -18 -19 25 -21 -22 26 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00015517723315087452 0.0058184972472203333 0.062650531522028721 -0.006815643948027539 -0.0029624987619186324 -0.00030899434555630746 0.026669692248896478 -0.011511959538329394 0.00083755887650900261 -7.9715684717597215e-05 0.013852098638350827 0.00065953651548750539 0.0069929661447027522 0.0025755413598416653 0.024272206014355632 0.0040214056940031211 0.0022746110039684325 0.0088388924962602405 -0.0052750313133988636 -0.0015231318496596209 -0.0067841989275775703 0.00072526610857057605 0.016195555052694842 0.029340994382358116 0.1191968697038564 0.062964166669038743 -0.0049434141083301436 -0.0031355222661391294 0.00070629742311890964 -0.0022374701651885422 0.017009441636979882 leaf_weight=748663 998 46 3219 4156 573 162 80 38680 344268 205 5439 6229 25755 507 2829 1595 1194 3679 20240 1270 5347 296 23 22 41 9111 475 100535 3788 213 leaf_count=748663 998 46 3219 4156 573 162 80 38680 344268 205 5439 6229 25755 507 2829 1595 1194 3679 20240 1270 5347 296 23 22 41 9111 475 100535 3788 213 internal_value=-3.04851e-06 -0.00241937 -0.00341759 -0.00123734 0.0070899 0.0218106 0.0140477 1.38496e-05 0.000304111 -0.000128354 0.00158519 0.0020136 0.00343585 1.57117e-05 0.00296466 0.0080363 0.0134389 -0.00173499 -0.00185208 0.000948686 0.00248103 0.011321 0.0299601 0.0732705 0.0220374 -0.00258484 0.00428601 -5.31888e-05 0.000438419 -6.91491e-05 internal_weight=1.32964e+06 9234 8236 5017 861 288 242 1.3204e+06 434176 886228 79782 70664 31984 354394 9913 3296 1701 9118 37030 7679 6409 1062 291 45 246 29351 771 849198 6617 344481 internal_count=1329638 9234 8236 5017 861 288 242 1320404 434176 886228 79782 70664 31984 354394 9913 3296 1701 9118 37030 7679 6409 1062 291 45 246 29351 771 849198 6617 344481 is_linear=0 shrinkage=0.05 Tree=188 num_leaves=31 num_cat=3 split_feature=12 23 20 64 9 136 116 12 29 122 7 87 84 99 136 28 31 31 28 65 125 34 83 52 123 39 21 12 136 40 split_gain=20.7657 21.2649 84.1779 50.3624 52.8186 45.5729 37.8213 34.8611 27.2925 34.582 26.8048 26.3619 44.9251 47.8214 34.4132 29.6962 64.6177 41.9796 58.7604 48.9789 45.0353 39.878 42.2968 36.5991 49.9379 30.1685 30.1551 29.9124 29.1962 29.1859 threshold=0.51499998569488536 5.4249999523162851 5.8550000190734872 1.6150000095367434 5.8500001430511483 0 -1.0000000180025095e-35 2.5749999284744267 1014.3500061035157 0.608738273382187 7.6499998569488534 0.82474324107170116 0.82483890652656566 -0.71610116958618153 1 1012.7500000000001 1013.2500000000001 1017.6499938964845 1016.6499938964845 9.4749999046325701 1.0000000180025095e-35 12.650000095367433 277.69174194335943 60.885000228881843 -0.043617725372314446 10.550000190734865 9.9250001907348651 4.8350000381469735 2 8.2500000000000018 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=-1 2 3 4 5 10 7 -4 9 -6 -2 12 15 28 -13 16 -3 19 20 27 29 22 25 -23 26 -18 -25 -17 -14 -19 right_child=1 11 6 -5 8 -7 -8 -9 -10 -11 -12 14 13 -15 -16 17 21 18 -20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0030612915225778554 0.0016884455600967984 0.00014028887785107752 0.001476793945536236 0.0020622543085638363 -0.0025080905012035025 -0.00080129883407837731 0.003996553231987313 -0.0071213637701087662 -0.00037029894031122171 0.0060694177923868381 0.0063290009894651058 -0.0013912104612847143 0.0033842800768845802 -0.0012308714302175473 -0.00016510731333302554 -0.0004410756689952054 -0.0018448173042144305 0.0078895217560581953 2.9829205055766975e-05 -0.002411216611876803 0.00078545297540754322 0.00076614034959044178 0.012964419922402368 0.057049166300239866 0.0029076879346314247 0.0053440325635573313 0.013358750884768775 0.0062037644996930097 0.0010003383738341777 0.001553345919862364 leaf_weight=5527 21445 158919 15343 24183 34920 20865 21364 1277 44561 1216 3640 75788 22396 14449 233634 254302 1824 5348 265177 34208 10609 14770 1501 89 292 7301 71 1705 30161 2753 leaf_count=5527 21445 158919 15343 24183 34920 20865 21364 1277 44561 1216 3640 75788 22396 14449 233634 254302 1824 5348 265177 34208 10609 14770 1501 89 292 7301 71 1705 30161 2753 internal_value=-2.89609e-06 9.87002e-06 0.000501205 -2.85907e-05 -0.000427834 0.000925335 0.00260496 0.000816153 -0.00119835 -0.00221945 0.00236088 -7.18451e-05 7.56311e-05 0.00131667 -0.000465472 -3.39488e-05 0.000517391 -0.00021139 0.000220906 -0.00063426 0.00292904 0.0028359 0.00518647 0.00119503 0.0152099 0.00390705 0.0376615 -0.000396821 0.00201704 0.00573627 internal_weight=1.32964e+06 1.32411e+06 188814 150830 126647 45950 37984 16620 80697 36136 25085 1.1353e+06 825875 67006 309422 758869 184767 574102 283887 290215 18710 25848 10626 15222 452 9125 160 256007 52557 8101 internal_count=1329638 1324111 188814 150830 126647 45950 37984 16620 80697 36136 25085 1135297 825875 67006 309422 758869 184767 574102 283887 290215 18710 25848 10626 15222 452 9125 160 256007 52557 8101 cat_boundaries=0 1 2 3 cat_threshold=7060 6240 1812 is_linear=0 shrinkage=0.05 Tree=189 num_leaves=31 num_cat=1 split_feature=104 136 31 5 110 35 96 10 76 103 68 52 55 66 83 28 55 76 79 133 40 67 11 79 67 102 5 38 28 135 split_gain=19.9781 29.2427 27.5544 22.1338 20.7626 20.7922 30.6229 37.3396 28.9987 20.7253 20.4984 19.8584 61.4447 48.2006 44.8241 40.2344 38.5981 32.272 48.3169 51.1196 49.7976 45.1714 45.7454 40.2489 39.1223 37.4637 37.2752 34.966 31.4735 30.4322 threshold=0.074858017265796675 0 997.35000610351574 11.34999990463257 0.35380268096923834 11.150000095367433 1.0000000180025095e-35 13.84999990463257 34.864999771118171 -0.049969449639320367 253.38250732421878 3.2350000143051152 3.7549999952316289 13.25500011444092 176.89861297607425 1019.3500061035157 1.7549999952316286 15.50500011444092 14.614999771118166 1019.8500061035157 5.7500000000000009 8.7550001144409197 0.75000000000000011 8.1849999427795428 20.625000000000004 -0.17898181080818173 19.300000190734867 12.050000190734865 997.54998779296886 1017.9500122070314 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 -2 -4 5 6 -3 -8 10 -10 -7 13 14 -1 -13 -15 29 23 21 20 26 27 -23 24 -14 -22 -20 -19 -27 -16 right_child=1 4 3 -5 -6 8 7 -9 9 -11 -12 12 17 15 16 -17 -18 18 19 -21 25 22 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-4.1378051725451975e-05 0.049584773091261192 0.0055869288168910484 -0.0047199805482821041 -0.015884873293323099 -0.0052890287989677334 0.0058521033131097933 -0.0062985091337135861 0.080052197328017605 -0.01405513803864309 0.00081504622566848047 -0.0019668648063189543 -0.0017208128146838236 -4.4471792908822369e-05 -0.0010111789998141047 0.0045300247021803144 -0.0049764929602983026 0.0015582332102913243 0.0049957656399193077 0.00058580475221843076 -0.0093338165535080293 -0.018223781974282573 0.015197271144204931 0.0034886753829154304 -0.0010400247038430299 0.0024891504242524802 0.04442608383867671 0.046106794079144801 -0.0025861864317572149 -0.0039627857708749428 0.026843085925305085 leaf_weight=867955 21 803 1526 626 1859 1565 21 31 587 390 1805 8463 127239 29863 10822 8141 47941 2089 70851 1394 499 878 16728 101522 17309 34 45 5589 2887 155 leaf_count=867955 21 803 1526 626 1859 1565 21 31 587 390 1805 8463 127239 29863 10822 8141 47941 2089 70851 1394 499 878 16728 101522 17309 34 45 5589 2887 155 internal_value=-2.75052e-06 -0.00232035 -0.00737762 -0.00796776 -0.000752482 0.000867264 0.00799492 0.0451798 -0.000534655 -0.00811924 0.0016642 1.34572e-05 0.000300145 -0.000117693 0.00168185 -0.00186061 0.00217061 3.18935e-05 0.000784485 0.000152484 0.000330426 0.00267694 0.00407258 -0.000276991 0.000258919 -0.0055625 0.000614698 -0.000523319 -0.00339955 0.00484509 internal_weight=1.32964e+06 9234 2173 2152 7061 5202 855 52 4347 977 3370 1.3204e+06 414445 905959 67381 38004 58918 347064 100994 75710 74316 25284 17606 246070 144548 3420 70896 7678 2921 10977 internal_count=1329638 9234 2173 2152 7061 5202 855 52 4347 977 3370 1320404 414445 905959 67381 38004 58918 347064 100994 75710 74316 25284 17606 246070 144548 3420 70896 7678 2921 10977 cat_boundaries=0 1 cat_threshold=5251 is_linear=0 shrinkage=0.05 Tree=190 num_leaves=31 num_cat=3 split_feature=131 15 123 136 14 28 32 28 54 11 14 86 9 12 4 56 136 104 65 76 27 37 103 15 86 13 136 31 7 10 split_gain=21.1955 24.1188 20.053 56.3943 48.293 55.0039 46.1201 39.984 50.4696 39.6817 40.7673 38.8388 34.4467 33.1044 32.3592 31.7857 41.2691 48.8379 34.4097 38.2237 31.9211 30.3307 29.3656 28.5048 28.1523 28.1211 27.8486 35.6873 42.7355 26.1994 threshold=341.50000000000006 3.2250000238418584 0.14780378341674807 0 2.4850000143051152 1008.9500122070314 11.150000095367433 1000.4500122070314 133.05999755859378 19.849999427795414 1.1150000095367434 0.86958441138267528 11.949999809265138 2.8950001001358037 5.5499999523162851 279.17456054687506 1 -0.8963375687599181 32.625000000000007 22.884999275207523 221.50000000000003 16.150000572204593 0.20930548757314685 1.2250000238418581 0.60175189375877391 2.1049998998641972 2 1009.5499877929689 8.7500000000000018 13.550000190734865 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 -2 15 9 5 13 -6 8 29 10 14 -11 -12 21 -4 -1 25 18 19 22 -21 -5 -18 -15 -19 -17 27 -9 -29 -8 right_child=1 -3 3 4 6 -7 7 26 -10 11 12 -13 -14 23 -16 16 17 24 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-3.4381383294022425e-05 -0.0017183803305276511 -0.011386840657729436 0.00057660694974773555 0.0077695646428250238 -0.0031592928864184705 0.0001854436093354072 0.016855614126851673 -0.0044283298996498207 0.064724336178579298 0.013232861898226166 -0.0020477806469879844 0.087036017263308174 -0.0071811390126626032 -0.043566729295998814 0.011763005948690173 4.8048592302047325e-05 0.00031507593374098297 -0.0034311163910388971 0.00038522403717549991 0.047264386596725674 0.010742502016282169 -0.00035100166251081008 0.004073433191426671 -0.0036846656341544891 0.00059802653832441053 -0.0033497058994264579 -0.0031869561359041693 -0.00013426397542371529 0.0055449493163735918 0.0013504420699266724 leaf_weight=845404 3401 796 3499 4703 21353 160147 425 3147 39 164 40613 20 3554 50 793 16279 7069 4470 13894 64 918 1522 19630 431 143967 9729 7041 12529 4503 759 leaf_count=845404 3401 796 3499 4703 21353 160147 425 3147 39 164 40613 20 3554 50 793 16279 7069 4470 13894 64 918 1522 19630 431 143967 9729 7041 12529 4503 759 internal_value=-4.47564e-06 -0.00355209 6.74707e-06 -0.000382077 -3.66019e-05 0.000371212 -0.00140308 -8.46464e-05 0.0087595 -0.00192037 -0.00200876 0.0212549 -0.00246085 0.00480758 0.00264343 0.00010393 0.000645216 0.000900878 0.00241558 0.00343468 0.0131227 0.0057841 0.00307835 -0.00783041 0.000476694 -0.0012225 -0.000482016 0.000463161 0.00136723 0.00691607 internal_weight=1.33091e+06 4197 1.32672e+06 265292 216649 166853 49796 28443 1223 48643 48459 184 44167 6706 4292 1.06142e+06 216020 190012 41575 27681 982 6225 26699 481 148437 26008 27220 20179 17032 1184 internal_count=1330913 4197 1326716 265292 216649 166853 49796 28443 1223 48643 48459 184 44167 6706 4292 1061424 216020 190012 41575 27681 982 6225 26699 481 148437 26008 27220 20179 17032 1184 cat_boundaries=0 1 2 3 cat_threshold=1283 2144 4252 is_linear=0 shrinkage=0.05 Tree=191 num_leaves=31 num_cat=3 split_feature=19 7 9 136 87 71 123 64 68 28 122 35 8 34 84 5 28 76 31 100 35 33 136 108 20 136 8 31 135 28 split_gain=20.131 29.3382 34.6529 28.6926 28.4133 46.4305 54.9556 46.9984 67.8875 50.6469 38.5842 37.0411 36.7255 34.0763 33.8756 33.2667 33.2287 31.1373 30.9976 39.3855 31.5527 40.2444 33.6664 30.2023 49.2484 32.2812 34.5602 30.8878 41.2408 34.2766 threshold=6.4600000381469735 9.2500000000000018 7.5499999523162851 0 0.83661606907844555 278.04559326171881 -0.49240480363368982 26.505000114440922 279.49552917480474 1006.4500122070314 -0.62249094247817982 10.550000190734865 12.949999809265138 10.650000095367433 0.85483983159065258 9.6500000953674334 1017.9500122070314 20.814999580383304 1029.4500122070315 -0.015823722817003723 11.750000000000002 12.750000000000002 1 0.44205187261104589 5.8949999809265146 2 9.7500000000000018 1018.7500000000001 1018.0499877929689 1017.3500061035157 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 left_child=1 2 -1 -4 5 7 12 -2 9 10 -9 15 -7 17 23 16 -6 -13 20 -20 -15 22 -22 24 -8 26 -25 28 -26 -29 right_child=4 -3 3 -5 11 6 14 8 -10 -11 -12 13 -14 18 -16 -17 -18 -19 19 -21 21 -23 -24 25 27 -27 -28 29 -30 -31 leaf_value=0.0010452396451814323 -3.6632966806455407e-05 0.002215264672821638 -0.0034980981525279671 0.00013467212667777565 0.00073720105025233478 0.001502731494443951 0.0052931912774062725 0.02553311364513941 -0.0059771097356288265 -0.0017469699095141009 0.0040245920862150798 0.00052254134840370645 0.0057718364982877451 -0.0017997754197751556 0.002489063835491993 -0.0044059182465169501 -0.0028691770403375862 0.0064627746744344884 0.074118421427332437 0.0099333797889443846 0.0021291650529590817 -0.00057437799028484636 -0.00038945612456745319 0.000621447724085635 -0.0011857197842668485 -0.0014794203149493311 0.010089143598576168 0.0085141355123036968 0.0054650678327775003 0.001103947400778277 leaf_weight=39596 718854 24112 9505 12684 13047 70908 5143 227 8222 11335 2560 6166 5423 35003 13514 10199 12513 3435 26 296 29718 162084 23964 6660 33006 48101 1127 1698 2508 19279 leaf_count=39596 718854 24112 9505 12684 13047 70908 5143 227 8222 11335 2560 6166 5423 35003 13514 10199 12513 3435 26 296 29718 162084 23964 6660 33006 48101 1127 1698 2508 19279 internal_value=-4.25306e-06 0.000736078 0.000158816 -0.001423 -5.53305e-05 7.82017e-05 0.000739558 -0.000106828 -0.00236514 -0.00026221 0.00577645 -0.000482598 0.00180603 -0.000275601 0.000118315 -0.00199166 -0.00102832 0.00264781 -0.000387384 0.015116 -0.000407291 -0.000181393 0.00100516 -0.0001543 0.000608972 -0.000996047 0.00198914 0.000182516 -0.000716041 0.00170377 internal_weight=1.33091e+06 85897 61785 22189 1.24502e+06 948565 207367 741198 22344 14122 2787 296451 76331 260692 131036 35759 25560 9601 251091 322 250769 215766 53682 117522 61634 55888 7787 56491 35514 20977 internal_count=1330913 85897 61785 22189 1245016 948565 207367 741198 22344 14122 2787 296451 76331 260692 131036 35759 25560 9601 251091 322 250769 215766 53682 117522 61634 55888 7787 56491 35514 20977 cat_boundaries=0 1 2 3 cat_threshold=6304 659 2064 is_linear=0 shrinkage=0.05 Tree=192 num_leaves=31 num_cat=0 split_feature=54 37 52 106 67 79 16 52 64 78 84 39 54 52 54 54 52 55 16 18 107 104 31 18 31 110 67 20 83 39 split_gain=19.4443 49.2178 47.2202 38.3652 36.9116 37.1376 35.1883 33.4811 52.5548 44.2798 54.1897 32.3654 32.194 36.1177 45.486 31.6883 50.5456 37.5674 31.0063 29.4548 31.373 32.2168 29.367 28.1459 50.2453 28.3048 27.6915 31.3629 26.7981 26.8661 threshold=50.30999946594239 10.550000190734865 27.765000343322757 -0.25357969105243677 11.114999771118166 43.924999237060554 9.5450000762939471 66.134998321533217 31.884999275207523 26.345000267028812 0.72866910696029674 14.150000095367433 20.98499965667725 11.015000343322756 9.1949996948242205 7.1949999332427987 5.6849999427795419 3.054999947547913 9.5450000762939471 14.550000190734865 -0.60873299837112416 -0.87169286608695973 1005.4500122070314 13.344999790191652 1016.7500000000001 -0.69335895776748646 20.375000000000004 5.2950000762939462 220.83542633056643 10.650000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 22 12 6 -3 7 -4 8 -6 11 19 -9 13 15 -15 16 26 -18 -14 20 21 -11 -2 24 -8 -26 -1 -28 29 -29 right_child=1 4 3 -5 5 -7 23 9 -10 10 -12 -13 18 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=-1.0194008063598977e-05 -0.021611001697540908 -0.0038544228827153242 0.013447783780672276 -0.002743571743537801 0.0012755323170503595 -0.0055785028850183823 0.0005554808501361336 -0.00076218265322996494 -0.00423107702119892 0.023484747185612324 0.0029869931088010626 0.0036784067488296237 0.0053375467968760602 0.0033464933126357635 0.00039755262737352023 -0.0010760235001741265 0.0046428833299724873 0.00095930631530019019 -0.0017467687773654009 0.0087618257118389012 0.0093523704492801465 0.05904307982228621 -0.0050280613913793373 0.00080473145853789552 0.019190767918940095 0.005263899246284209 0.013865237754704829 0.019550008011486531 -0.0020151641226026592 0.001677361671714028 leaf_weight=965179 287 7060 654 4836 9478 2755 8652 13276 7982 182 3306 5939 1612 17227 54272 70647 8451 38249 36899 625 184 98 3827 29063 380 9140 327 265 29043 1018 leaf_count=965179 287 7060 654 4836 9478 2755 8652 13276 7982 182 3306 5939 1612 17227 54272 70647 8451 38249 36899 625 184 98 3827 29063 380 9140 327 265 29043 1018 internal_value=-4.04157e-06 -0.000924543 3.56372e-05 0.00150072 -0.000499248 4.12551e-05 0.00192932 0.000418232 -0.00124186 0.0016459 0.00617347 0.000610321 -2.75145e-05 1.87346e-05 0.00110807 -5.1233e-05 1.82117e-05 0.0016259 -0.00145023 0.015847 0.0253907 0.0359302 -0.00618492 0.00176984 0.00331337 0.0058198 -5.71815e-05 -0.00153669 -0.00170277 0.00536891 internal_weight=1.33091e+06 54999 1.27591e+06 52725 50885 43825 47889 41070 17460 23610 4395 19215 1.22319e+06 1.18468e+06 71499 1.11318e+06 1.04253e+06 46700 38511 1089 464 280 4114 47235 18172 9520 995832 30653 30326 1283 internal_count=1330913 54999 1275914 52725 50885 43825 47889 41070 17460 23610 4395 19215 1223189 1184678 71499 1113179 1042532 46700 38511 1089 464 280 4114 47235 18172 9520 995832 30653 30326 1283 is_linear=0 shrinkage=0.05 Tree=193 num_leaves=31 num_cat=5 split_feature=123 136 8 7 6 136 43 67 15 123 136 29 19 39 121 15 124 4 136 8 87 11 9 136 4 39 13 75 15 27 split_gain=18.8243 49.4014 34.3136 30.0521 40.3406 39.3196 44.5298 30.2827 28.5184 48.8025 42.0824 39.6104 39.09 36.4975 33.895 31.551 27.0123 39.7153 26.9973 26.9767 26.6314 36.1874 33.0441 26.034 25.2895 24.6622 32.4833 24.4574 26.013 58.4675 threshold=-0.79332312941551197 0 7.1499998569488534 12.84999990463257 5.7500000000000009 1 0.35000000894069677 3.4050000905990605 2.1750000715255742 0.49240480363368994 2 1029.4500122070315 7.4149999618530282 10.449999809265138 -0.85260769724845875 3.4850000143051152 -0.19936034083366391 5.3500001430511483 3 11.650000095367433 0.87019500136375438 11.250000000000002 11.250000000000002 4 16.050000190734867 9.1500000953674334 4.9849998950958261 0.75342804193496715 5.2950000762939462 237.50000000000003 decision_type=2 1 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 -1 8 -5 6 27 24 11 12 13 20 -10 -11 16 -15 17 -14 -16 -12 21 -2 -22 -23 -8 26 -20 28 -6 -30 right_child=3 -3 -4 4 5 -7 7 -9 9 10 19 -13 14 15 18 -17 -18 -19 25 -21 22 23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00082233713494596166 4.3301462305491047e-05 2.0378248067428538e-05 0.0034023329811305528 0.010085459209173562 0.0043317140774794148 -0.0025897152384378118 -0.00077476559517934012 -0.009479212494270561 0.0020567213488329955 -0.0049027167308082131 -0.0034668083082826985 0.0064833222704029879 0.0027128212041651065 0.00079274083805924147 -0.0021757087175643805 -0.003339220156711654 0.00063474733587842898 0.014732067890167622 -0.0042465906739911725 -0.010587792778812329 -0.00043655846671843894 0.0034551554983203304 -0.0034667429595245207 0.0005952615247867384 0.015857019118095696 -0.00033110593025064647 0.033067139598020052 0.00071526828856678009 0.060271577577370762 0.0080113694334141838 leaf_weight=41069 534507 231701 18781 1295 10505 5858 5233 1008 16903 4882 14147 2384 3231 19525 23307 6052 13435 873 5107 1468 63468 13316 10483 19789 239 256284 59 5671 67 266 leaf_count=41069 534507 231701 18781 1295 10505 5858 5233 1008 16903 4882 14147 2384 3231 19525 23307 6052 13435 873 5107 1468 63468 13316 10483 19789 239 256284 59 5671 67 266 internal_value=-3.83949e-06 0.000351203 0.00163167 -0.000103432 0.00145229 0.00106473 0.0019962 -0.00151537 -0.000149896 -0.0005028 -0.002024 5.02849e-05 -0.000283227 -0.000940817 -0.000414066 -0.000184959 0.00171926 0.00526955 -0.000545463 -0.00413362 2.63802e-05 0.000142657 -0.000866105 0.00174684 -4.83408e-05 -0.000400036 -0.00382044 0.00337574 0.00476784 0.0185262 internal_weight=1.33091e+06 291551 59850 1.03936e+06 30142 28847 22989 6480 1.00922e+06 365273 46074 643947 319199 30459 302296 25577 17539 4104 284757 15615 641563 567612 73951 33105 5472 261450 5166 16509 10838 333 internal_count=1330913 291551 59850 1039362 30142 28847 22989 6480 1009220 365273 46074 643947 319199 30459 302296 25577 17539 4104 284757 15615 641563 567612 73951 33105 5472 261450 5166 16509 10838 333 cat_boundaries=0 1 2 3 4 5 cat_threshold=795 4509 4316 6180 6354 is_linear=0 shrinkage=0.05 Tree=194 num_leaves=31 num_cat=5 split_feature=112 136 8 65 136 122 7 81 64 136 28 36 125 31 15 80 9 11 39 15 123 121 31 11 136 136 5 31 112 122 split_gain=18.8122 29.8598 29.7272 30.6374 33.4591 44.9968 38.7568 30.1212 27.8996 50.5105 70.6666 24.248 24.1576 22.9266 21.9253 24.6694 21.2 26.7441 21.8932 21.0583 49.4258 42.5211 40.5743 36.5263 33.5891 33.1327 42.5138 37.1816 31.2398 31.0237 threshold=-0.63605400919914235 0 14.84999990463257 37.854999542236335 1 0.39873388409614569 9.1500000953674334 325.50885009765631 84.40000152587892 2 1000.4500122070314 11.050000190734865 0.98624804615974437 1020.7500000000001 3.5149999856948857 334.99325561523443 10.449999809265138 4.5499999523162851 6.3500001430511483 2.0249999761581425 0.49240480363368994 -0.87878364324569691 1025.2500000000002 11.050000190734865 3 4 4.6499998569488534 1020.9500122070314 -0.8703225553035735 -0.87878364324569691 decision_type=2 1 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 left_child=2 8 7 4 5 6 -4 19 12 10 -10 -5 16 -11 15 -12 18 -18 -2 22 21 25 23 -1 -23 26 -21 28 -28 -26 right_child=1 -3 3 11 -6 -7 -8 -9 9 13 14 -13 -14 -15 -16 -17 17 -19 -20 20 -22 24 -24 -25 29 -27 27 -29 -30 -31 leaf_value=9.9582056922188788e-05 0.045110361240114333 -0.0010825280784406614 0.010566876203777789 -0.0072357651205647161 0.001012773196236758 -0.0092581736293410391 0.003333459412428322 -0.0022845058450961203 0.11018456806029593 -0.0044618595755205673 0.051732893730816132 9.5981017476884226e-05 0.00184690476757294 0.032260657243592582 0.0087903026497015112 0.010074744078641137 -0.0066549786345608559 -0.00093070638104786807 8.1745418133147285e-05 0.0013375624213356329 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1.01696e+06 181054 1075 470 5772 179979 605 449 143 164478 37635 126843 1.00324e+06 401585 353508 601650 585585 322431 31077 12734 5169 4762 285341 internal_count=1330913 277147 1053766 36809 31037 9569 9015 1016957 181054 1075 470 5772 179979 605 449 143 164478 37635 126843 1003235 401585 353508 601650 585585 322431 31077 12734 5169 4762 285341 cat_boundaries=0 1 2 3 4 5 cat_threshold=1460 1795 20 6180 4509 is_linear=0 shrinkage=0.05 Tree=195 num_leaves=31 num_cat=4 split_feature=5 8 136 5 8 136 5 4 136 2 76 59 26 80 120 12 14 2 103 5 135 0 136 14 11 36 19 10 122 1 split_gain=19.8801 22.2838 26.4064 21.8356 43.3574 31.2594 29.9331 58.6621 33.8657 34.1761 24.949 25.9514 24.868 37.1789 35.2226 29.8485 38.2895 27.9719 29.4594 27.4973 28.8919 26.6634 61.365 35.246 31.7982 30.3662 26.1451 25.7475 25.6868 24.4047 threshold=16.750000000000004 19.250000000000004 0 13.250000000000002 15.34999990463257 1 10.050000190734865 9.4499998092651385 2 174.50000000000003 28.505000114440922 256.85310363769537 294.50000000000006 308.30799865722662 0.14780378341674807 1.325000047683716 1.3149999976158144 249.50000000000003 0.11576134711503984 3.1499999761581425 1027.850036621094 190.50000000000003 3 1.3450000286102297 18.849999427795414 12.650000095367433 8.7100000381469744 6.7500000000000009 -0.26722820103168482 100.50000000000001 decision_type=2 2 1 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 3 -3 4 6 -5 7 10 9 -8 12 -12 13 17 15 -14 -17 19 -19 20 27 23 -23 26 28 -26 -21 -1 -25 -28 right_child=-2 2 -4 5 -6 -7 8 -9 -10 -11 11 -13 14 -15 -16 16 -18 18 -20 21 -22 22 -24 24 25 -27 29 -29 -30 -31 leaf_value=1.8952216170058068e-05 -0.0058722193205412755 0.0082031320391300015 0.00025327521481188759 0.00057161406932174585 0.0021772463474845718 -0.0034105067227018443 -0.0031019944369175901 0.0016331887040941817 -0.0017002125184928116 0.00072381313596682636 -0.0010623474895229117 0.0035036712095287436 -0.0011225326168314629 -0.0013450343564828722 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0.00110663 0.00200477 0.000589449 -6.51462e-05 0.0156317 0.00206759 0.000129236 -0.000145386 0.00284046 internal_weight=1.33005e+06 1.32862e+06 4278 1.32434e+06 1.30442e+06 19922 1.28112e+06 1.18227e+06 98847 46113 1.1251e+06 14392 1.1107e+06 640160 470545 388412 326864 601953 305693 296260 152754 143506 52439 91067 63116 321 27951 152695 62795 22264 internal_count=1330047 1328617 4278 1324339 1304417 19922 1281116 1182269 98847 46113 1125097 14392 1110705 640160 470545 388412 326864 601953 305693 296260 152754 143506 52439 91067 63116 321 27951 152695 62795 22264 cat_boundaries=0 1 2 3 4 cat_threshold=4877 5396 5657 3104 is_linear=0 shrinkage=0.05 Tree=196 num_leaves=31 num_cat=4 split_feature=33 35 35 34 13 132 36 100 63 126 28 32 136 104 43 136 31 8 120 136 11 6 8 32 28 23 8 78 136 20 split_gain=18.7333 59.7626 41.3585 38.5972 32.027 50.8651 47.4887 53.379 68.8901 57.952 53.6009 50.1999 51.007 43.4341 44.3705 43.0357 41.3863 40.8161 45.7506 39.2262 44.6231 35.0696 38.7708 32.5635 32.5614 31.4975 30.7535 39.1725 29.6337 50.454 threshold=12.449999809265138 12.449999809265138 13.250000000000002 13.750000000000002 3.2150000333786015 1024.549987792969 11.750000000000002 -0.97157618403434742 0.71861931681633007 -0.11319890245795249 997.54998779296886 10.750000000000002 0 -0.90008628368377674 7.1499998569488534 1 1023.6499938964845 13.650000095367433 0.62249094247818004 2 13.34999990463257 8.2500000000000018 8.9499998092651385 11.34999990463257 1004.9500122070314 10.055000305175783 6.7500000000000009 6.3250000476837167 3 5.6749999523162851 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 1 2 left_child=1 4 -2 -4 13 6 7 8 -6 10 -9 12 -8 15 17 24 -16 21 19 -19 -21 22 -15 -12 -1 -11 -17 -28 29 -18 right_child=2 -3 3 -5 5 -7 11 9 -10 25 23 -13 -14 14 16 26 28 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.037811787641392307 -0.00081614828227494186 0.001659729233893391 0.00093405807319057489 -0.00013015116253473251 0.011768899961567388 -0.019298190894202993 -0.0064473738188285728 0.014663585320354139 0.10044480120694195 -0.0003602390617773198 -0.0067357026239995305 -0.0013888497315866664 0.0032682031128616106 -0.00041052908522615168 0.00073532929360935282 0.0012413092113134805 0.052015932445953553 0.0037072048889419647 0.01458723826132346 -0.0029685766220279362 0.0031592448185725208 -0.0015462530907624974 0.0014007182254506341 0.00038683253889714353 -0.0018656254050839335 -0.006735428770598989 0.0081562879360919365 0.0024103572932599989 0.0034353580769972687 0.0095824178933541886 leaf_weight=52 175744 65229 103595 479832 116 374 1468 337 27 25763 9747 16834 15876 192296 60520 33970 76 10077 677 7364 4980 54336 34909 1921 9202 2095 4055 11047 6633 895 leaf_count=52 175744 65229 103595 479832 116 374 1468 337 27 25763 9747 16834 15876 192296 60520 33970 76 10077 677 7364 4980 54336 34909 1921 9202 2095 4055 11047 6633 895 internal_value=1.89854e-05 0.000235378 -0.000143736 5.88129e-05 5.16351e-05 -0.000905208 -0.000812479 -0.00198177 0.0285119 -0.00209116 -0.00499527 0.000556193 0.00244404 0.000217124 1.8598e-05 0.00148591 0.00117217 -0.000239365 0.00178122 0.00139454 -0.000495998 -0.000405137 -0.000132239 -0.00556306 -0.0016409 -0.000839671 0.00207547 0.00395318 0.00464894 0.0127721 internal_weight=1.33005e+06 570876 759171 583427 505647 74558 74184 40006 143 39863 12005 34178 17344 431089 372763 58326 68124 304639 23098 22421 12344 281541 227205 11668 9254 27858 49072 15102 7604 971 internal_count=1330047 570876 759171 583427 505647 74558 74184 40006 143 39863 12005 34178 17344 431089 372763 58326 68124 304639 23098 22421 12344 281541 227205 11668 9254 27858 49072 15102 7604 971 cat_boundaries=0 1 2 3 4 cat_threshold=36 7216 1875 770 is_linear=0 shrinkage=0.05 Tree=197 num_leaves=31 num_cat=4 split_feature=117 124 8 101 65 6 5 7 127 8 136 112 31 136 7 120 136 37 124 55 79 132 136 15 101 79 64 35 14 123 split_gain=18.0927 28.9143 23.8811 32.7406 28.8763 26.816 49.7366 36.7256 40.442 32.7367 44.6641 32.7126 28.3399 26.1292 42.3406 33.899 31.7466 38.5053 30.2236 37.7782 40.194 30.322 24.7686 24.5299 24.3601 23.4396 23.3095 23.2298 22.9196 22.7903 threshold=0.77159520983695995 0.98624804615974437 14.84999990463257 0.11664320901036264 113.65500259399415 9.7500000000000018 6.5499999523162851 11.34999990463257 -0.97625884413719166 11.449999809265138 0 -0.28400452435016627 1013.0499877929689 1 9.7500000000000018 0.49240480363368994 2 9.8499999046325701 -0.80382624268531788 38.155000686645515 18.775000572204593 1016.4500122070314 3 4.0150001049041757 0.64254990220069896 63.939998626708991 50.664999008178718 11.449999809265138 1.9149999618530276 0.99535831809043895 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=2 -2 5 -4 13 7 -7 9 12 25 -11 -8 -9 14 18 -15 -17 -18 -5 -20 21 -21 -10 29 -6 26 -1 -3 -14 -19 right_child=1 27 3 4 24 6 11 8 22 10 -12 -13 28 15 -16 16 17 23 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=2.7696747480929025e-05 -0.00085027480932072246 -0.00080048986118412373 -0.0022908225856781823 -0.002711673419923389 -0.018519533491853507 0.0043946847734237871 -0.00081074793076431242 0.0056030844741170429 -0.0063423835731747985 0.0041012848008503151 0.00055137753958417999 -0.0053919430901147852 0.067791349844386187 0.00045086357523323775 0.0016911118353509968 -0.0050348827668076374 0.066466054022312163 0.010958730228170026 0.0071393118031188533 0.024935007670665074 -0.00039347193004297357 0.087769560110755263 0.002173019838220722 -0.0037865533121565912 0.0010673970413312968 0.01699092972707095 -0.0020451836500898126 0.0032336852916477498 0.01767126314722586 0.046786690366191229 leaf_weight=981651 106589 6199 5726 583 320 4457 88113 1083 901 10960 46136 4077 24 22563 7972 423 30 1265 3003 480 175 20 13819 293 315 203 13752 8409 460 46 leaf_count=981651 106589 6199 5726 583 320 4457 88113 1083 901 10960 46136 4077 24 22563 7972 423 30 1265 3003 480 175 20 13819 293 315 203 13752 8409 460 46 internal_value=1.80376e-05 -0.000564371 7.64288e-05 0.00123063 0.0017685 3.36389e-05 -0.000763948 0.000105749 0.00246188 6.92953e-05 0.00123362 -0.00101335 0.0100982 0.00195066 0.00383855 0.00101065 0.00715576 0.0102795 0.00786524 0.00954179 0.0202301 0.0274484 0.00164897 0.00929272 -0.00880318 2.52342e-06 -9.41152e-07 0.00152176 0.0201566 0.0122159 internal_weight=1.33005e+06 121197 1.20885e+06 43214 37488 1.16564e+06 96647 1.06899e+06 16287 1.0527e+06 57096 92190 1567 36853 12233 24620 2057 1634 4261 3678 675 500 14720 1604 635 995606 995403 14608 484 1311 internal_count=1330047 121197 1208850 43214 37488 1165636 96647 1068989 16287 1052702 57096 92190 1567 36853 12233 24620 2057 1634 4261 3678 675 500 14720 1604 635 995606 995403 14608 484 1311 cat_boundaries=0 1 2 3 4 cat_threshold=1282 1795 6272 1056 is_linear=0 shrinkage=0.05 Tree=198 num_leaves=31 num_cat=4 split_feature=5 8 136 40 103 5 8 136 5 4 136 2 1 127 76 123 118 28 31 124 42 102 21 80 2 8 6 0 136 12 split_gain=17.9126 19.6436 23.0801 21.4202 23.6084 20.0158 36.479 27.794 25.9779 51.0095 30.2616 30.5926 24.5179 26.3459 23.5067 29.197 26.8671 35.7354 42.3263 45.972 37.8331 51.0997 29.6818 29.5907 25.3023 26.1672 26.1167 25.7449 37.9658 30.9339 threshold=16.750000000000004 19.250000000000004 0 4.8500001430511483 -0.26057291030883784 13.250000000000002 15.34999990463257 1 10.050000190734865 9.4499998092651385 2 174.50000000000003 342.50000000000006 0.87032255530357372 19.394999504089359 -0.43049471080303187 0.38266885280609136 1019.1499938964845 1018.2500000000001 -0.5663846731185912 8.3499999046325701 0.58119025826454174 8.5450000762939471 308.30799865722662 249.50000000000003 3.4500000476837163 5.8500001430511483 190.50000000000003 3 6.0650000572204599 decision_type=2 2 1 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 5 3 4 -3 6 8 -7 9 14 11 -10 13 -12 16 -16 23 18 19 -18 21 -19 -22 24 25 26 -1 -27 29 -29 right_child=-2 2 -4 -5 -6 7 -8 -9 10 -11 12 -13 -14 -15 15 -17 17 20 -20 -21 22 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=-0.00015241552425621728 -0.0055759008351589888 -0.016628706699210995 0.00024961421136767022 -0.00040840793598638205 0.013060828582498525 0.00051364137356216591 0.0019968548899089141 -0.0032413165680226365 -0.002923798466500831 0.001522628998174465 -0.0014049711579572567 0.00069587540724051376 0.0023450921750787883 -0.0046520823371124492 -0.00020911354067494194 0.0020418112870100196 -0.001647346515897916 -0.00014201968596040492 0.0015665421835833972 -1.3445168085644183e-05 -0.00051641871811910686 -0.0025751342626464126 0.003284125203640307 -0.0012752979593405656 -8.5277667573631171e-05 0.00046224304120408489 0.0050482838187314522 0.0034426972794554126 0.00099097592132780968 0.027374784691731775 leaf_weight=104630 1430 71 2472 559 1176 8924 23301 10998 6857 57172 41716 39256 3671 7347 27410 30367 51376 36227 34475 265676 17033 53369 7356 33927 287071 103889 2471 18831 50853 136 leaf_count=104630 1430 71 2472 559 1176 8924 23301 10998 6857 57172 41716 39256 3671 7347 27410 30367 51376 36227 34475 265676 17033 53369 7356 33927 287071 103889 2471 18831 50853 136 internal_value=1.7134e-05 2.31539e-05 0.00340583 0.00768205 0.0113704 1.22268e-05 3.62491e-05 -0.00156066 5.89557e-07 6.56926e-05 -0.000778081 0.000157596 -0.00159601 -0.00189121 -8.34191e-06 0.00097395 -6.15161e-05 -0.000346747 -9.72887e-05 -0.000278207 -0.00111607 -0.00159134 0.000629869 0.000159117 0.000244813 0.000582264 -3.24267e-05 0.000961253 0.00170376 0.00361239 internal_weight=1.33005e+06 1.32862e+06 4278 1806 1247 1.32434e+06 1.30442e+06 19922 1.28112e+06 1.18227e+06 98847 46113 52734 49063 1.1251e+06 57777 1.06732e+06 465512 351527 317052 113985 89596 24389 601808 567881 280810 107101 173709 69820 18967 internal_count=1330047 1328617 4278 1806 1247 1324339 1304417 19922 1281116 1182269 98847 46113 52734 49063 1125097 57777 1067320 465512 351527 317052 113985 89596 24389 601808 567881 280810 107101 173709 69820 18967 cat_boundaries=0 1 2 3 4 cat_threshold=4877 5396 5657 911 is_linear=0 shrinkage=0.05 Tree=199 num_leaves=31 num_cat=3 split_feature=31 28 1 76 20 22 39 124 136 28 136 127 8 20 23 28 71 8 31 3 15 1 135 126 5 136 20 96 55 122 split_gain=17.8945 62.8067 67.3752 68.1346 47.1767 45.6321 40.202 37.6416 33.0742 48.1404 32.0444 31.5314 41.3032 30.6195 57.1203 36.203 32.051 36.3278 30.554 30.4865 96.5453 33.2614 30.4099 30.3063 42.773 32.5648 30.0078 29.4141 44.817 29.8887 threshold=1015.5499877929689 1014.7500000000001 226.50000000000003 7.4149999618530282 6.5750000476837167 9.4349999427795428 13.050000190734865 -0.82409480214118946 0 1018.1499938964845 1 0.87878364324569713 14.550000190734865 7.8550000190734872 9.1549997329711932 1011.8500061035157 276.06398010253912 13.650000095367433 1009.3500061035157 321.50000000000006 3.2649999856948857 128.50000000000003 1028.350036621094 0.90992662310600292 9.5500001907348651 2 5.2750000953674325 -0.99239510297775257 71.194999694824233 0.13052122294902804 decision_type=2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=7 2 3 5 10 6 19 -1 -9 13 -4 12 -3 14 -10 22 -16 -18 -17 26 21 -21 27 24 -13 -26 -2 28 -15 -30 right_child=1 11 4 -5 -6 -7 -8 8 9 -11 -12 23 -14 15 16 18 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0011376116843261174 0.022121657389500535 0.00017292836951864356 0.0011872878837570658 0.00042886420190553075 0.0032424727572665534 -0.0013881910347648093 0.005079735150526345 0.00094173139919623251 2.0115536813063463e-05 -0.0043814648141186439 -0.0027105246182975076 -0.00077939259484921953 0.0027489482899946665 0.0012202268129820543 0.0019148819873153738 -0.0091465360670424101 0.0084599868797968301 0.029708388366270811 -0.0016473709143425387 0.0046384383212610151 0.09942706348613288 0.033417160400271019 0.021826054242414985 0.0001881177322083084 -0.0019282110431271338 -0.0075237566084311773 0.008787455866178356 -0.00025552567644766621 0.01999013806749186 -0.026372128757774029 leaf_weight=87191 483 465241 10459 6124 11169 1357 4323 76976 386755 6703 10617 67898 16099 1559 1876 1398 1433 234 47777 232 39 177 161 69189 6575 4317 3337 39736 575 37 leaf_count=87191 483 465241 10459 6124 11169 1357 4323 76976 386755 6703 10617 67898 16099 1559 1876 1398 1433 234 47777 232 39 177 161 69189 6575 4317 3337 39736 575 37 internal_value=1.62768e-05 0.000196229 0.00193347 0.00457811 0.000615294 0.00713239 0.00847827 -0.000170634 -2.14673e-05 -0.00017334 -0.000776951 6.28498e-05 0.000259086 -0.000114767 7.80097e-05 -0.000939381 0.00639775 0.0114427 -0.00186057 0.0119206 0.0242603 0.0170928 0.000137428 -0.000575461 -0.00124599 -0.00415466 0.0104734 5.41038e-05 0.00572128 0.0171872 internal_weight=1.33005e+06 677636 48317 16072 32245 9948 8591 652411 565220 488244 21076 629319 481340 481541 390298 91243 3543 1667 49175 4268 448 409 42068 147979 78790 10892 3820 41907 2171 612 internal_count=1330047 677636 48317 16072 32245 9948 8591 652411 565220 488244 21076 629319 481340 481541 390298 91243 3543 1667 49175 4268 448 409 42068 147979 78790 10892 3820 41907 2171 612 cat_boundaries=0 1 2 3 cat_threshold=152 1843 5914 is_linear=0 shrinkage=0.05 Tree=200 num_leaves=31 num_cat=3 split_feature=80 122 136 21 56 136 123 65 97 9 136 8 80 126 20 111 79 54 133 71 11 64 29 80 135 132 12 59 17 129 split_gain=21.7204 20.4478 22.5305 21.6577 19.5102 46.3163 34.1288 35.9098 31.7717 30.8075 28.228 26.4177 23.4116 27.3749 23.0532 28.4042 26.4 22.8304 22.092 22.0186 19.6612 19.4856 19.3044 18.5542 34.2731 40.7175 42.2976 33.7991 33.391 29.6866 threshold=339.07070922851568 -0.21643137186765668 0 4.4249999523162851 299.69828796386724 1 1.0000000180025095e-35 35.745000839233406 -0.64635828137397755 11.550000190734865 2 17.150000572204593 305.84408569335943 0.90992662310600292 10.114999771118166 0.60551160573959362 5.6949999332427987 17.625000000000004 1018.2500000000001 265.48622131347662 12.250000000000002 84.40000152587892 1027.850036621094 293.22479248046881 1018.5499877929689 1016.2500000000001 4.6349999904632577 291.00053405761724 10.405000209808351 306.50000000000006 decision_type=2 2 1 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 -2 3 -3 23 9 7 8 10 20 11 14 -11 17 15 16 -7 -14 19 -9 -6 -15 -21 24 -1 27 29 -26 -25 -27 right_child=1 2 -4 -5 5 6 -8 18 -10 12 -12 -13 13 21 -16 -17 -18 -19 -20 22 -22 -23 -24 28 25 26 -28 -29 -30 -31 leaf_value=5.0739623149613504e-05 -0.0052386307285562789 0.035361629542471337 -0.0080484572168828886 0.00015805418972273403 0.0023540654984712805 0.0097942870915136097 -0.0020089050512005885 -0.0096860878227853497 -0.001454386142289556 0.0056184009441596714 0.00055163332687987521 0.014918336059656333 0.070243256196899473 0.0093619656178377236 -0.0019139615391382319 0.001862485902595297 0.003702933167904598 0.025707967745022445 -0.0087356285843382796 -0.00059752616525474958 0.012124401317843425 0.051664413778732224 0.015380884082872099 0.00013671433455840305 0.014145593299353233 0.0073727524328190425 -0.016704942794133197 0.057486309026029303 -0.0009115869407317845 -0.0012675884543133953 leaf_weight=902821 3713 44 892 6193 5808 2383 12991 666 9071 535 27072 441 43 294 2595 18197 7015 87 908 18320 565 30 191 154694 247 2753 255 55 149252 1556 leaf_count=902821 3713 44 892 6193 5808 2383 12991 666 9071 535 27072 441 43 294 2595 18197 7015 87 908 18320 565 30 191 154694 247 2753 255 55 149252 1556 internal_value=-1.04454e-06 -0.00222985 -0.000662781 0.000405753 1.72781e-05 0.000663777 0.000381303 0.000738836 0.00129641 0.00448833 0.00172884 0.00276818 0.012705 0.021056 0.00259161 0.00301531 0.00524748 0.0404389 -0.00111485 -0.000754021 0.00322026 0.0132789 -0.000432658 -3.99277e-05 7.32957e-05 0.00425828 0.00308174 0.0220388 -0.000378052 0.00425269 internal_weight=1.32969e+06 10842 7129 6237 1.31884e+06 107212 99850 86859 66774 7362 57703 30631 989 454 30190 27595 9398 130 20085 19177 6373 324 18511 1.21163e+06 907687 4866 4564 302 303946 4309 internal_count=1329687 10842 7129 6237 1318845 107212 99850 86859 66774 7362 57703 30631 989 454 30190 27595 9398 130 20085 19177 6373 324 18511 1211633 907687 4866 4564 302 303946 4309 cat_boundaries=0 1 2 3 cat_threshold=404 16 1796 is_linear=0 shrinkage=0.05 Tree=201 num_leaves=31 num_cat=4 split_feature=80 31 28 28 136 31 1 4 76 28 136 57 0 38 105 13 125 136 0 43 125 136 32 2 28 119 76 19 31 92 split_gain=19.6095 18.9827 56.6751 41.009 36.6309 33.2343 42.7447 37.4351 40.2938 54.4621 46.2895 33.7718 32.5302 34.0012 35.8937 31.5159 30.7864 32.2489 29.4589 28.8805 28.6547 39.205 28.4153 29.0532 28.4079 28.1463 32.8559 32.8103 30.1549 28.075 threshold=339.07070922851568 1020.0499877929689 1017.9500122070314 1017.9500122070314 0 1017.1499938964845 249.50000000000003 3.5499999523162846 8.1449999809265154 1016.3500061035157 1 287.49002075195318 208.50000000000003 11.150000095367433 -0.97503018379211415 4.1549999713897714 0.62249094247818004 2 95.500000000000014 11.050000190734865 -0.52247866988182057 3 9.4499998092651385 341.50000000000006 1008.6499938964845 0.59480014443397533 20.814999580383304 13.344999790191652 1024.6499633789065 0.28847487270832067 decision_type=2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 3 16 5 25 -1 7 -7 9 10 18 -8 15 14 -14 -5 22 -18 -9 20 21 -6 23 -3 -20 27 -27 28 -4 -12 right_child=-2 2 4 12 19 6 11 8 -10 -11 29 -13 13 -15 -16 -17 17 -19 24 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-4.9890365595848197e-05 -0.0021187259541172593 0.012297125186848676 0.0018484544800581545 -0.0019094512027756135 0.0054297412452202253 0.00067643138582531193 -0.00030458403128989136 0.0011152626882372386 0.00012881319051210471 0.0023123642896831706 0.012690527387705909 0.0026471522442021393 0.010740011073712903 -0.00064832556065702227 0.0011559498584595934 0.0042703885221482872 0.0047664933450422093 -0.0035545159514456543 0.079351275563240065 0.0016227214777411775 -0.00089437706833438298 4.7216064143496805e-05 0.0046072523207872623 0.073113225301494819 0.019233288620607938 -0.00086793860727484278 0.0039323819955728789 0.00043505259601088659 0.0053929121997215307 0.0040675255207103063 leaf_weight=786422 10842 1085 25738 59640 4233 18224 59728 243 5139 6931 1295 11567 1035 96959 17409 2137 2411 2234 20 17573 101001 16704 5470 20 1124 27210 4102 31884 7825 3482 leaf_count=786422 10842 1085 25738 59640 4233 18224 59728 243 5139 6931 1295 11567 1035 96959 17409 2137 2411 2234 20 17573 101001 16704 5470 20 1124 27210 4102 31884 7825 3482 internal_value=-9.95128e-07 1.64144e-05 0.00041109 -7.47582e-05 0.000246205 6.29434e-05 0.000886447 0.00227906 0.0038808 0.00535323 0.00877249 0.00017431 -0.000769698 -0.000274006 0.00169377 -0.00169568 0.00388321 0.000767136 0.0168048 -0.000272284 -0.000545404 0.00113806 0.00608461 0.0133979 0.0202843 0.00099371 -0.000239077 0.00158367 0.00267482 0.00639176 internal_weight=1.32969e+06 1.31884e+06 247490 1.07136e+06 236270 894175 107753 36458 18234 13095 6164 71295 177180 115403 18444 61777 11220 4645 1387 139511 121938 20937 6575 1105 1144 96759 31312 65447 33563 4777 internal_count=1329687 1318845 247490 1071355 236270 894175 107753 36458 18234 13095 6164 71295 177180 115403 18444 61777 11220 4645 1387 139511 121938 20937 6575 1105 1144 96759 31312 65447 33563 4777 cat_boundaries=0 1 2 3 4 cat_threshold=789 70 7953 66 is_linear=0 shrinkage=0.05 Tree=202 num_leaves=31 num_cat=2 split_feature=131 13 41 12 28 13 78 18 31 39 125 11 5 133 13 36 123 35 61 37 136 56 105 136 1 126 28 31 68 123 split_gain=18.3241 18.8516 18.1396 17.6962 17.5115 18.2181 37.0445 24.3483 21.7002 17.3624 33.7497 28.536 21.5058 19.3117 20.7471 17.1586 16.9208 16.8595 16.8526 27.3301 24.9286 22.262 38.9527 42.5399 39.1056 30.5263 30.1321 26.471 24.8166 24.0936 threshold=341.50000000000006 3.4650000333786015 -1.0000000180025095e-35 0.66500002145767223 1033.049987792969 2.9150000810623173 9.6449999809265154 12.699999809265138 1031.6499633789065 9.1500000953674334 0.90992662310600292 12.84999990463257 6.3500001430511483 1016.8500061035157 1.6150000095367434 10.150000095367433 -0.36648726463317866 11.449999809265138 0.9032346010208131 11.250000000000002 0 290.07197570800787 -0.29522806406021113 1 234.50000000000003 0.63605400919914257 1018.7500000000001 1015.9500122070314 312.66921997070318 0.47714059054851538 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 left_child=2 -2 -1 -4 9 7 -7 8 -6 10 12 -12 -5 14 -14 -8 -16 -13 21 -20 -21 -11 23 24 -23 -26 27 -25 29 -28 right_child=1 -3 3 4 5 6 15 -9 -10 18 11 17 13 -15 16 -17 -18 -19 19 20 -22 22 -24 26 25 -27 28 -29 -30 -31 leaf_value=-0.0070474154866031202 -0.0020589383628498272 -0.012344775126771212 -0.0012519215816197105 -0.001098294565888021 0.04897095386780078 -0.012360037736756009 -0.0046419489155743723 0.0024023868115421575 0.015497332808827114 -4.8468867085938961e-06 -0.0015323115770464939 0.0034432359776394891 0.0023285256146815293 0.016775895539445407 -0.0039587315541420786 0.037560529437462763 -0.0097153079481023426 0.014561304889450019 -0.0080190671004018842 0.0002299492234371019 -0.0058387492674294829 0.00027665544310466646 -0.0024035936094322198 0.0002401807039898616 0.0078217239782964534 0.0028167910575886621 0.00034754217371416751 0.0021420731487876072 -0.0031228332117011364 -0.0037741319570444749 leaf_weight=910 3670 507 27029 7462 62 254 37 301 221 1095147 4000 2982 741 99 2760 69 2375 385 1530 9136 2067 13970 10058 48407 3680 17701 32356 29411 8378 3982 leaf_count=910 3670 507 27029 7462 62 254 37 301 221 1095147 4000 2982 741 99 2760 69 2375 385 1530 9136 2067 13970 10058 48407 3680 17701 32356 29411 8378 3982 internal_value=-9.42856e-07 -0.00330742 9.47666e-06 1.43247e-05 4.07012e-05 0.0068482 -0.00199868 0.0123018 0.0228308 3.57451e-05 -0.00139707 0.00132273 -0.00288823 -0.00512363 -0.0054926 0.0228295 -0.00662122 0.00471453 5.9109e-05 -0.00175082 -0.000894757 7.73546e-05 0.000613386 0.000805581 0.00233333 0.00367822 0.000364606 0.000958993 -0.000669707 -0.00010412 internal_weight=1.32969e+06 4177 1.32551e+06 1.3246e+06 1.29757e+06 944 360 584 283 1.29663e+06 20804 7367 13437 5975 5876 106 5135 3367 1.27582e+06 12733 11203 1.26309e+06 167943 157885 35351 21381 122534 77818 44716 36338 internal_count=1329687 4177 1325510 1324600 1297571 944 360 584 283 1296627 20804 7367 13437 5975 5876 106 5135 3367 1275823 12733 11203 1263090 167943 157885 35351 21381 122534 77818 44716 36338 cat_boundaries=0 1 2 cat_threshold=2694 532 is_linear=0 shrinkage=0.05 Tree=203 num_leaves=31 num_cat=3 split_feature=80 35 29 55 64 88 136 80 38 14 136 39 68 19 60 52 75 136 79 121 29 107 103 23 6 109 65 78 114 63 split_gain=17.357 18.8521 17.8477 25.1772 28.1404 25.6982 29.2933 48.3611 27.6605 21.7243 21.0987 26.392 25.6496 23.1216 19.9985 32.3578 33.4592 27.8203 25.856 31.4921 32.7572 58.6625 44.4312 26.7933 26.1548 25.8252 25.6282 38.3681 29.3714 32.7308 threshold=339.07070922851568 10.84999990463257 1027.7500000000002 120.24499893188478 36.32500076293946 -0.4042359441518783 0 249.32779693603518 11.250000000000002 2.9250000715255742 1 10.650000095367433 303.28698730468756 13.344999790191652 0.83062323927879345 29.974999427795414 0.58603337407112133 2 39.895000457763679 0.0087262028828263907 1012.1499938964845 -0.97193527221679676 -0.43355096876621241 8.4049997329711932 10.050000190734865 0.74262198805809032 25.755000114440922 24.295000076293949 -0.41467745602130884 0.46275039017200476 decision_type=2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 14 4 9 6 8 -8 -6 10 11 13 -12 -4 15 26 -17 25 19 20 21 23 -23 -18 -20 -16 -1 -28 -29 -30 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 12 -13 -14 -15 17 16 18 -19 24 -21 -22 22 -24 -25 -26 -27 27 28 29 -31 leaf_value=3.2419421800113713e-05 -0.005653594503404219 -0.00080567787662885997 0.012670147409559886 -0.010163843491239609 0.0089549414581792386 0.0503738093013699 0.066534767765551811 0.012950312314655514 -0.010948945734524115 -0.0022984761090240244 0.0026847920885331848 0.0019328809114819091 -0.0054774935959044039 0.040687065938843088 0.00019163542404815396 -0.0025148780512036753 0.0052650431420358766 -0.0024981453662283066 0.0026205843962620137 -0.00023252165262434697 0.0020383034537861055 -0.017504449136532121 0.0054449140868389426 0.027035756480885201 -0.0056794411453835771 -0.0053475202362660663 -0.002082409168752439 8.995532475757252e-05 -6.2042856179405788e-05 0.014423067634156817 leaf_weight=1133036 2656 8186 340 434 527 37 48 343 261 3071 8650 506 1083 94 35209 5518 205 18759 1595 12829 30722 222 4220 455 2344 2238 34877 19662 776 784 leaf_count=1133036 2656 8186 340 434 527 37 48 343 261 3071 8650 506 1083 94 35209 5518 205 18759 1595 12829 30722 222 4220 455 2344 2238 34877 19662 776 784 internal_value=-8.97823e-07 -0.00199329 1.54813e-05 0.00170801 0.00205242 0.00934296 0.00805531 0.0190415 0.00233281 0.00140739 0.0024737 0.00958997 0.00177474 0.0187383 -4.50781e-06 3.70677e-05 0.00118912 -0.000927092 0.00157775 0.0018932 0.00265445 0.00636459 0.00429796 0.0202736 -0.00231855 -0.000139372 -1.92304e-05 -0.00106241 0.000613903 0.00721765 internal_weight=1.32969e+06 10842 1.31884e+06 15394 14960 1216 1179 391 788 13744 10673 940 9733 434 1.30345e+06 1.24724e+06 58110 56206 52592 48653 35824 5102 4442 660 3939 37447 1.18914e+06 56099 21222 1560 internal_count=1329687 10842 1318845 15394 14960 1216 1179 391 788 13744 10673 940 9733 434 1303451 1247245 58110 56206 52592 48653 35824 5102 4442 660 3939 37447 1189135 56099 21222 1560 cat_boundaries=0 1 2 3 cat_threshold=144 16 6788 is_linear=0 shrinkage=0.05 Tree=204 num_leaves=31 num_cat=3 split_feature=16 17 23 20 13 79 12 7 109 104 67 87 84 95 10 19 64 136 118 19 16 18 31 9 65 111 136 79 5 136 split_gain=17.0388 20.2353 17.1388 34.292 28.7493 26.117 25.3377 25.2729 26.2144 23.5903 22.9461 21.582 36.4806 43.832 33.2436 30.8864 30.4434 29.4977 28.3873 32.9494 39.1191 40.8412 33.3238 27.1792 26.0789 25.0171 30.6676 24.8892 33.5597 24.2802 threshold=22.289999961853031 22.289999961853031 4.9149999618530282 5.0650000572204599 0.98500001430511486 6.9649999141693124 0.76499998569488536 9.4499998092651385 -0.84135028719902027 0.17780583351850512 4.5950000286102304 0.82982659339904796 0.84321284294128429 0.82486778497695934 24.550000190734867 7.4149999618530282 3.4750000238418584 0 0.36648726463317877 14.550000190734865 13.344999790191652 13.344999790191652 1025.049987792969 5.7500000000000009 67.344997406005874 -0.017508870922029015 1 35.975000381469734 6.9500000476837167 2 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 1 left_child=1 2 3 4 5 -1 10 8 -6 11 -4 12 18 -14 15 16 23 -17 19 20 22 29 24 -13 -8 -24 -27 28 -19 -22 right_child=-2 -3 6 -5 7 -7 9 -9 -10 -11 -12 14 13 -15 -16 17 -18 27 -20 -21 21 -23 25 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0007840455404409777 0.008920389007446225 0.012727541883195487 -0.001354148021630294 0.0019822459045595411 0.017345100344494869 0.0088869622804283212 0.00019862382157742327 0.0016432625420570775 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-0.00124732 6.09906e-06 0.00013455 0.00144146 -0.00034249 -0.000347747 0.000858821 -0.000545007 5.52969e-05 0.000325916 0.000616362 0.00153829 0.000270478 -0.000139829 0.00014666 0.00328744 0.00425098 -0.0012838 -0.00151966 0.00301331 internal_weight=1.32969e+06 1.32915e+06 1.32884e+06 75296 43762 20170 1.25354e+06 23592 18206 1.21076e+06 42781 1.20498e+06 880521 50343 324461 324426 45587 278839 830178 447128 306692 83672 223020 28539 214228 8792 7777 91001 84162 30066 internal_count=1329687 1329152 1328840 75296 43762 20170 1253544 23592 18206 1210763 42781 1204982 880521 50343 324461 324426 45587 278839 830178 447128 306692 83672 223020 28539 214228 8792 7777 91001 84162 30066 cat_boundaries=0 1 2 3 cat_threshold=1811 3308 2080 is_linear=0 shrinkage=0.05 Tree=205 num_leaves=31 num_cat=2 split_feature=15 28 16 19 20 122 7 39 15 133 29 33 39 28 31 18 31 23 57 66 31 126 31 12 125 16 8 136 6 136 split_gain=20.7787 32.8932 35.8609 35.9507 28.7317 26.4591 26.1887 29.7595 25.2263 25.7722 25.0958 23.0773 39.9981 35.3629 55.8919 42.9361 35.1462 34.1778 34.1657 33.8288 31.8953 69.8248 31.7216 30.6829 31.4835 34.0631 41.5123 30.5661 43.4023 29.1512 threshold=3.6650000810623173 1022.8500061035157 14.550000190734865 8.7100000381469744 6.5350000858306894 -0.73724925518035878 12.84999990463257 8.9499998092651385 6.0250000953674325 1015.7500000000001 1014.7500000000001 12.550000190734865 11.449999809265138 1014.7500000000001 1015.2500000000001 9.5450000762939471 1012.5499877929689 5.4449999332427987 234.63594818115237 27.904999732971195 1022.0499877929689 -0.43049471080303187 1023.4500122070314 1.3450000286102297 -0.72534674406051625 13.344999790191652 5.9500000476837167 0 5.4500000476837167 1 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 left_child=6 2 3 -2 -5 -4 7 10 -6 -10 -1 13 -13 14 18 -16 -15 -18 23 -20 -19 27 -17 -9 25 26 -25 28 -22 -23 right_child=1 -3 5 4 8 -7 -8 11 9 -11 -12 12 -14 16 15 22 17 20 19 -21 21 29 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0058433948802188856 0.0048776199729134231 -0.0033647937405004457 0.0051282028404397665 0.0060489553975448113 -0.001650649975044112 0.00048880001023009982 0.0018065864730648245 -0.0013322542610565628 -0.0088525091908889381 -0.046036649089964 -0.00096971698695138642 -0.0030793752085753242 -8.3740739902321426e-05 -0.0040014859667117141 0.00045776853018399583 0.0050726928453452644 0.0015124380447922899 -0.0004437049946477659 0.0026681467073700199 -0.00073963755572604203 0.0062363438125278385 0.0014668815860844307 0.068093383889645351 0.00054772481537561357 0.00096844237629426812 0.0032383826442023175 -0.0051798472929240353 0.0030945751221564712 0.026148453041304826 -0.00070506939486599104 leaf_weight=3686 2285 10728 3726 1199 37736 17541 21053 27272 540 51 9320 11324 697126 5399 7898 12382 36286 207941 29875 9630 1309 23913 20 5744 80546 3096 7042 12046 346 43603 leaf_count=3686 2285 10728 3726 1199 37736 17541 21053 27272 540 51 9320 11324 697126 5399 7898 12382 36286 207941 29875 9630 1309 23913 20 5744 80546 3096 7042 12046 346 43603 internal_value=1.00619e-05 -0.000805285 -0.000369976 -0.00122023 -0.00157275 0.00130163 5.79412e-05 2.81515e-05 -0.00181118 -0.0120613 -0.00235095 5.34563e-05 -0.000131624 0.000308381 0.000865056 0.00333928 -3.84481e-07 6.59924e-05 0.000557304 0.00183744 -0.00011552 0.000724737 0.00517432 0.000148477 0.000567261 -0.00146734 -0.00260679 0.00397919 0.0103368 6.43109e-05 internal_weight=1.33066e+06 73806 63078 41811 39526 21267 1.25686e+06 1.2358e+06 38327 591 13006 1.2228e+06 708450 514348 183505 20300 330843 325444 163205 39505 289158 81217 12402 123700 96428 15882 12786 13701 1655 67516 internal_count=1330663 73806 63078 41811 39526 21267 1256857 1235804 38327 591 13006 1222798 708450 514348 183505 20300 330843 325444 163205 39505 289158 81217 12402 123700 96428 15882 12786 13701 1655 67516 cat_boundaries=0 1 2 cat_threshold=771 785 is_linear=0 shrinkage=0.05 Tree=206 num_leaves=31 num_cat=1 split_feature=61 64 16 39 71 31 132 30 56 136 101 125 108 132 135 55 135 128 128 36 28 105 135 99 64 82 15 76 104 35 split_gain=19.3678 27.0577 31.2369 29.588 28.4296 29.5782 25.5515 29.6452 24.5171 28.7048 29.8708 24.623 24.2797 23.5186 26.2856 25.0029 21.97 23.0266 25.2278 23.1867 21.3205 21.2482 23.71 30.7875 19.9141 19.8713 33.0165 19.1949 26.6844 18.5227 threshold=0.79618269205093395 44.274999618530281 15.405000209808351 12.050000190734865 268.85693359375006 1026.549987792969 1022.7500000000001 1011.5499877929689 299.69828796386724 0 0.75541341304779064 -0.55191597342491139 -0.48986668884754175 1014.8500061035157 1015.2500000000001 91.389999389648452 1021.1499938964845 102.50000000000001 165.50000000000003 10.34999990463257 1019.9500122070314 -0.81478470563888539 1017.9500122070314 -0.93791574239730824 76.825000762939467 240.4792404174805 3.9750000238418584 16.494999885559086 -0.89451211690902699 12.449999809265138 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 16 4 29 5 -3 7 24 -1 10 11 -10 -7 14 -6 -16 27 19 -19 -18 -11 22 -13 -24 -5 26 -15 28 -2 -4 right_child=1 2 3 6 13 12 -8 -9 9 20 -12 21 -14 25 15 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.6758673512467534e-06 0.00027876825415993923 -0.0088943006887788872 -0.0067680603178733702 0.0107963550952727 -0.0018805161412537312 0.055796888610348108 -0.020155025046757039 0.0039651206953993058 -0.0027277445650505544 0.00058686293674907691 -0.00025893609803105406 0.0047354607105989828 -0.00091639519770346251 -0.0069264419825880649 0.0095121226007384915 0.067062728781253106 0.039222062438992518 0.019707533966433769 0.0043730972665349966 -0.0076080140688799926 -0.0019755100612268823 0.0021882861714820462 0.067340678113202254 0.013824729426376635 0.033411897841069273 -0.011356815840843318 0.06217929714918137 0.0018363160879369092 -0.0018698611869666934 0.017324196485887199 leaf_weight=1156227 30067 2620 854 251 11133 32 85 1183 2093 30596 13627 6434 46 56 77 25 28 327 1492 472 11050 24357 30 258 159 989 25 8161 27821 88 leaf_count=1156227 30067 2620 854 251 11133 32 85 1183 2093 30596 13627 6434 46 56 77 25 28 327 1492 472 11050 24357 30 258 159 989 25 8161 27821 88 internal_value=9.56023e-06 -0.000716174 -0.0024631 0.00257425 -0.00334278 -0.007991 0.00655539 0.00798061 5.96992e-05 0.000862046 0.00171158 0.00252158 0.0223506 -0.00232361 -0.00164902 0.0236177 -0.000265874 0.00451758 0.00712976 -0.00498553 -9.29933e-05 0.00287509 0.00536372 0.0193993 0.0195668 -0.00940681 0.0144025 -0.000433822 -0.000753864 -0.0045174 internal_weight=1.33066e+06 85991 17623 2620 15003 2698 1678 1593 1.24467e+06 88445 46799 33172 78 12305 11235 102 68368 2319 1819 500 41646 31079 6722 288 410 1070 81 66049 57888 942 internal_count=1330663 85991 17623 2620 15003 2698 1678 1593 1244672 88445 46799 33172 78 12305 11235 102 68368 2319 1819 500 41646 31079 6722 288 410 1070 81 66049 57888 942 cat_boundaries=0 1 cat_threshold=1808 is_linear=0 shrinkage=0.05 Tree=207 num_leaves=31 num_cat=1 split_feature=54 52 39 67 86 122 52 64 131 29 120 70 55 9 54 52 18 64 76 54 29 15 18 65 18 31 108 136 31 62 split_gain=18.3942 40.2836 37.457 34.2865 33.4522 31.0362 29.6646 43.1119 32.3606 39.5859 50.7104 41.5974 33.7524 32.9184 26.1837 29.9628 38.3924 27.5541 30.5997 26.6411 26.0476 26.123 25.8943 25.8029 25.8486 23.9278 29.7164 39.4813 46.6913 26.4626 threshold=55.980001449584968 37.125000000000007 10.949999809265138 7.1949999332427987 0.62427446246147167 0.71322327852249157 66.134998321533217 28.494999885559086 281.50000000000006 1006.7500000000001 -0.79332312941551197 267.36618041992193 96.845001220703139 1.9499999880790713 29.144999504089359 15.125000000000002 13.344999790191652 26.505000114440922 28.925000190734867 14.465000152587892 1035.350036621094 4.3550000190734872 14.550000190734865 22.535000801086429 10.405000209808351 1022.7500000000001 0.1200600601732731 0 1025.1499633789065 0.82106396555900585 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 14 20 -4 -3 6 7 -5 9 10 11 -8 -12 -14 15 23 19 18 -16 -17 21 -2 -11 -1 -25 -6 27 28 -27 -30 right_child=2 4 3 5 25 -7 8 -9 -10 22 12 -13 13 -15 17 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=2.4829531607415693e-05 -0.003261870424276607 -0.0036188703810577493 -0.0054830623054523192 0.0016593159047391113 0.0015726318868865838 -0.0049478260840999386 0.0023689745235092501 -0.0040269862964831486 -0.0068187027512076163 0.0039714848980683991 -0.0015619952548191999 0.046365975828885984 0.073047765663691935 0.0099087616491081131 -0.00070289960396466679 0.0041616353345070405 -0.00013266671852221818 -0.0034012104294029368 0.0092499047862710775 0.0011840190204018537 0.028284700696581396 -0.011492473836416831 -6.6144655112452359e-05 0.00025901367563560556 -0.0020705261881844464 0.018231067960762622 0.0035132414884226659 0.006525432714174626 0.035687417769804601 0.098540638025962954 leaf_weight=1105566 3682 2710 3161 5959 27177 3012 85 7565 1129 5598 947 146 21 1216 16577 12114 32186 11412 810 19774 58 1306 13662 19823 29823 194 4220 663 34 33 leaf_count=1105566 3682 2710 3161 5959 27177 3012 85 7565 1129 5598 947 146 21 1216 16577 12114 32186 11412 810 19774 58 1306 13662 19823 29823 194 4220 663 34 33 internal_value=9.08221e-06 4.48676e-05 -0.000956631 -0.000473073 0.0017171 -7.05162e-05 0.000333868 -0.00152146 0.00143418 0.00186405 0.0078984 0.0301766 0.00554205 0.0109806 -2.06838e-06 3.31281e-05 0.00108557 -0.00149221 -0.000239233 0.00231519 -0.0050295 -0.00541688 0.00110741 -2.52457e-05 -0.00114037 0.0021645 0.00529151 0.013413 0.0295278 0.066645 internal_weight=1.33066e+06 1.28312e+06 47547 42501 35031 39340 36328 13524 22804 21675 2415 231 2184 1237 1.24808e+06 1.21929e+06 64074 28799 17387 31888 5046 4988 19260 1.15521e+06 49646 32321 5144 924 261 67 internal_count=1330663 1283116 47547 42501 35031 39340 36328 13524 22804 21675 2415 231 2184 1237 1248085 1219286 64074 28799 17387 31888 5046 4988 19260 1155212 49646 32321 5144 924 261 67 cat_boundaries=0 1 cat_threshold=2819 is_linear=0 shrinkage=0.05 Tree=208 num_leaves=31 num_cat=2 split_feature=5 4 4 103 30 136 102 14 55 5 4 136 13 5 4 9 23 20 72 120 105 12 11 27 31 32 15 125 12 26 split_gain=18.3644 38.3756 26.4638 26.7471 29.6237 26.3608 25.7508 27.7323 25.7506 24.7915 44.9547 30.688 34.2702 25.9984 38.0163 46.6975 28.0018 39.2449 31.3573 24.5579 35.3427 24.0912 22.7865 26.8041 23.7374 63.6456 22.7691 21.7823 21.7481 25.9259 threshold=12.34999990463257 11.550000190734865 13.650000095367433 -0.034020831808447831 1010.4500122070314 0 0.73667463660240184 4.9649999141693124 11.684999942779543 10.050000190734865 8.8499999046325701 1 1.5149999856948855 8.1500000953674334 7.2500000000000009 8.3499999046325701 5.2349998950958261 6.2349998950958261 0.43023377656936651 0.13052122294902804 0.071686591953039183 1.0349999666213991 13.650000095367433 242.50000000000003 997.35000610351574 13.050000190734865 3.4250000715255742 0.78257837891578685 0.78499999642372142 289.50000000000006 decision_type=2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 -2 4 -4 6 7 8 -5 10 13 12 -12 14 16 -16 17 18 -1 -7 22 -19 -21 24 25 -24 -10 -13 -18 -30 right_child=2 -3 3 5 -6 19 -8 -9 26 -11 11 27 -14 -15 15 -17 28 21 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00017522498109119356 -0.0018892833719993561 0.0017093169802100351 -0.012350822907648088 0.0047905895383980697 0.0018362034861373134 -0.0020132582816191043 0.00073532902638715749 -0.0098533149597709244 0.020229966481055 -0.00090086852625369501 0.0062089393195498017 -0.00060670652414728302 0.0016203151764864598 -0.00095446473259391297 0.0025869521245377811 0.00015732889719244803 -0.001250848991082648 0.00096894221313962724 0.0021000875189194769 -0.00074229076279062824 -0.02487973629313724 0.0058914799799306312 -0.0027949047694895784 0.015639113463521488 -0.0036284576713160907 0.10063012746118366 0.0042120270029938024 0.0015229401259296295 0.00019593331828711555 -0.00037389307936590781 leaf_weight=59429 28946 33668 795 1613 685 6603 3192 218 677 72174 4575 28799 36793 71865 31023 54555 42791 4454 20320 891 101 5624 51 759 434 21 330 20592 392532 406153 leaf_count=59429 28946 33668 795 1613 685 6603 3192 218 677 72174 4575 28799 36793 71865 31023 54555 42791 4454 20320 891 101 5624 51 759 434 21 330 20592 392532 406153 internal_value=8.63056e-06 4.35076e-05 -0.000980626 0.000626095 -0.00578453 0.00126328 0.00380994 0.00728149 0.00870721 -1.29977e-06 5.37449e-05 0.00112286 0.00212727 -3.5378e-05 2.95757e-05 0.00103809 -6.30977e-05 0.000776044 0.000404523 -0.000473703 0.00402827 0.00371595 0.00538249 0.00969647 0.000782494 0.0273707 0.0149808 0.000281125 -0.000152676 -9.38389e-05 internal_weight=1.33066e+06 1.28535e+06 45316 16370 1480 14890 6030 2838 2620 1.25168e+06 1.1795e+06 90759 41368 1.08875e+06 1.01688e+06 85578 931303 89827 79749 8860 2257 10078 2156 1265 506 72 1007 49391 841476 798685 internal_count=1330663 1285347 45316 16370 1480 14890 6030 2838 2620 1251679 1179505 90759 41368 1088746 1016881 85578 931303 89827 79749 8860 2257 10078 2156 1265 506 72 1007 49391 841476 798685 cat_boundaries=0 1 2 cat_threshold=5892 1506 is_linear=0 shrinkage=0.05 Tree=209 num_leaves=31 num_cat=1 split_feature=60 52 75 60 71 54 52 54 54 65 86 81 63 100 37 28 40 86 31 124 136 28 33 71 54 13 34 107 17 56 split_gain=17.7418 36.1993 24.9544 27.0329 23.3532 21.8264 41.1609 36.4646 23.506 22.5161 25.8529 24.5054 34.2167 30.1121 21.3618 20.8025 26.7842 19.7298 23.8981 24.9095 23.1706 23.0976 39.2886 18.7098 18.6593 18.3998 18.2867 19.2746 18.9989 18.0834 threshold=0.79575085639953624 23.57499980926514 0.58603337407112133 0.5859031379222871 218.45111083984378 15.654999732971193 8.6350002288818377 6.4849998950958261 0.33500000834465032 20.654999732971195 0.86167779564857494 194.46633148193362 0.65378728508949291 -0.89741751551628102 16.650000572204593 1024.9500122070315 7.0499999523162851 0.73744565248489391 1019.6499938964845 -0.23343648016452787 0 1027.049987792969 11.449999809265138 282.39634704589849 45.48500061035157 2.4750000238418584 16.150000572204593 -0.78317821025848378 15.405000209808351 281.00025939941412 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 5 24 15 -5 6 9 8 -8 -1 -11 12 -12 -14 -6 -4 -17 -2 -19 20 21 -20 -23 25 -3 -7 27 -16 -28 -9 right_child=17 2 3 4 14 23 7 29 -10 10 11 -13 13 -15 26 16 -18 18 19 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=5.5012026510057856e-06 -0.0021032121318568802 -0.00012843155234584192 0.0042002850092310333 -0.0092194782774774626 0.0010892340565931921 -0.0012562031630207562 -0.001373649349418379 -0.00012528323752667502 0.0045719428736678107 -0.0024212054592037814 0.005397497179304587 -4.7991095665922201e-05 0.090841719572958737 0.021927749844012308 0.017456931568158324 0.012944469648747424 0.064267555251717567 -0.0009491743578824819 0.0086874561464832713 0.000264384754418164 0.0020385966174653321 -0.0058656719746068122 0.072190004979309289 -0.00040569035406875435 -0.0061051155810844526 -0.0050266716461732953 0.00016240416296239976 0.0018782726865920617 0.012828940058592709 0.0017134068616200069 leaf_weight=1029773 19089 5485 4999 530 47736 9248 1967 30698 10734 20705 301 15613 23 51 540 276 28 44903 1190 18451 2826 28 38 32952 1714 4977 1406 314 375 23693 leaf_count=1029773 19089 5485 4999 530 47736 9248 1967 30698 10734 20705 301 15613 23 51 540 276 28 44903 1190 18451 2826 28 38 32952 1714 4977 1406 314 375 23693 internal_value=8.19903e-06 5.63462e-05 0.00122022 0.00157523 0.00122129 -6.15158e-06 3.77043e-05 0.00123894 0.00365115 -3.78662e-05 -0.00125495 0.000255381 0.0128862 0.043347 0.00133115 0.00497254 0.0176716 -0.000684107 -0.000282403 0.00104632 0.00458072 0.010203 0.0390755 -0.00105991 -0.00155141 -0.0025754 0.00571374 0.0117289 0.00282942 0.00067566 internal_weight=1.33066e+06 1.24414e+06 63403 56204 50901 1.18074e+06 1.13356e+06 67092 12701 1.06647e+06 36693 15988 375 74 50371 5303 304 86525 67436 22533 4082 1256 66 47177 7199 14225 2635 854 1781 54391 internal_count=1330663 1244138 63403 56204 50901 1180735 1133558 67092 12701 1066466 36693 15988 375 74 50371 5303 304 86525 67436 22533 4082 1256 66 47177 7199 14225 2635 854 1781 54391 cat_boundaries=0 1 cat_threshold=518 is_linear=0 shrinkage=0.05 Tree=210 num_leaves=31 num_cat=4 split_feature=11 124 30 38 29 67 136 30 111 11 124 10 35 32 10 36 5 8 136 8 5 4 136 5 4 9 136 124 10 6 split_gain=19.1061 20.3555 24.909 35.2203 28.6186 37.7543 36.7622 44.411 29.8752 22.8648 28.3602 22.8043 22.5986 21.6708 27.8162 21.5166 20.339 29.2399 26.4215 25.4704 24.4065 28.2043 24.7518 21.0883 51.491 40.0611 36.0876 27.0038 24.5042 22.164 threshold=19.750000000000004 -0.43049471080303187 997.54998779296886 11.250000000000002 1014.5499877929689 54.585000991821296 0 1008.8500061035157 -0.99416884779930104 20.550000190734867 -0.95368063449859608 13.550000190734865 11.550000190734865 12.750000000000002 18.44999980926514 12.949999809265138 13.250000000000002 17.349999427795414 1 14.84999990463257 10.949999809265138 10.34999990463257 2 8.5500001907348651 7.7500000000000009 8.8499999046325701 3 -0.95368063449859608 16.250000000000004 8.5500001907348651 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 1 2 2 2 left_child=16 2 3 12 5 6 7 9 -6 -4 11 -11 -2 -5 -15 -9 19 -18 -19 20 21 23 -22 24 28 -26 27 -25 -1 -28 right_child=1 -3 4 13 8 -7 -8 15 -10 10 -12 -13 -14 14 -16 -17 17 18 -20 -21 22 -23 -24 26 25 -27 29 -29 -30 -31 leaf_value=-5.8346859359294778e-05 0.016356702550099449 0.00028745283273945053 0.01138839822318127 -0.0016006956219227397 0.063129871267531265 -0.019646135756389023 0.00041650881002759633 -0.021055154187901728 0.013324633352458476 0.029520336438436063 0.025869063558555873 0.095188790597976788 0.075670214298935168 0.079936517030000695 0.0064234877846414051 0.033907513432980825 -0.0030868600852191302 0.0057277522925105757 -0.00071281831732988746 0.0013724106828789406 0.00016933510084226388 0.0013637549915380765 -0.0022112608130536652 -0.0051541269397240514 0.0026632788812258382 0.00043255412551469952 -5.6903564283684626e-05 0.0012251236884560724 0.009118344500465966 -0.0017351891558769123 leaf_weight=979643 26 2177 67 117 38 167 844 69 145 20 70 39 42 22 31 24 12712 1939 8696 33935 19444 38179 24902 1763 30791 58111 29815 28101 728 57828 leaf_count=979643 26 2177 67 117 38 167 844 69 145 20 70 39 42 22 31 24 12712 1939 8696 33935 19444 38179 24902 1763 30791 58111 29815 28101 728 57828 internal_value=4.60657e-06 0.00350002 0.00756379 0.0225793 0.00515401 0.002548 0.00581933 0.0208615 0.0236667 0.0350848 0.0473923 0.0729283 0.0529915 0.0104144 0.0369383 -0.00687124 -5.66422e-06 -0.00146839 0.000466158 2.054e-05 -1.56025e-05 2.61139e-05 -0.00116792 -1.69184e-05 5.29521e-05 0.00120516 -0.000652715 0.000848245 -5.15325e-05 -0.00116413 internal_weight=1.33048e+06 3898 1721 238 1483 1300 1133 289 183 196 129 59 68 170 53 93 1.32659e+06 23347 10635 1.30324e+06 1.2693e+06 1.22496e+06 44346 1.18678e+06 1.06927e+06 88902 117507 29864 980371 87643 internal_count=1330485 3898 1721 238 1483 1300 1133 289 183 196 129 59 68 170 53 93 1326587 23347 10635 1303240 1269305 1224959 44346 1186780 1069273 88902 117507 29864 980371 87643 cat_boundaries=0 1 2 3 4 cat_threshold=837 5376 5657 1050 is_linear=0 shrinkage=0.05 Tree=211 num_leaves=31 num_cat=3 split_feature=22 38 20 18 29 17 11 111 20 23 36 30 15 30 69 117 4 6 4 126 127 136 120 136 9 124 4 9 2 136 split_gain=17.4749 38.9519 32.6513 49.4317 28.1041 26.9487 26.8543 34.6684 35.0844 36.2451 26.5958 26.5707 26.8245 25.5242 29.4557 25.4404 24.9211 42.2531 65.0951 46.7188 41.9869 50.6994 39.79 42.1284 32.046 36.058 41.5154 47.7327 34.3972 55.2562 threshold=9.9349999427795428 12.150000095367433 9.7550001144409197 13.344999790191652 1030.049987792969 17.029999732971195 1.0000000180025095e-35 0.29512216150760656 6.7950000762939462 7.5850000381469735 11.84999990463257 1019.5499877929689 4.055000066757203 1009.4500122070314 223.48278808593753 -0.55191597342491139 2.6499999761581425 5.3500001430511483 5.7500000000000009 0.93663650751113903 0.89490029215812694 0 0.9536806344985963 1 5.7500000000000009 -0.98321744799613942 8.8499999046325701 10.949999809265138 324.50000000000006 2 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 1 left_child=2 -2 4 11 6 -3 7 10 9 -9 13 12 -4 14 -1 -14 -8 18 -18 20 24 -22 23 -20 -19 -26 -27 -28 29 -29 right_child=1 5 3 -5 -6 -7 16 8 -10 -11 -12 -13 15 -15 -16 -17 17 19 22 -21 21 -23 -24 -25 25 26 27 28 -30 -31 leaf_value=0.022651010280888943 -0.0028317292407787895 -0.00066188903719461287 0.0015546533681603625 0.00036320555312177333 0.0043832408306326408 0.0020764256658182315 -0.00047704824168477104 0.0017457703363449502 -0.00071034780014816925 0.011423827233937707 0.0044641226629203515 0.0080516639984558446 0.067695090919733053 0.012852713486381236 0.097163882861579107 0.012239709783385955 0.00012421923531164393 0.0015304139833889644 0.0038203301867386847 0.001141058299629939 -0.0048267009879307552 -0.000919633784887936 -0.0043028588028927025 0.0012299663711388001 -0.00272154062472354 -0.00065151822030839199 0.0023002344295436367 0.0017233711376656497 0.0015439783861144476 -0.00099795084329494868 leaf_weight=36 17157 44266 4955 21534 3659 11273 265681 19110 20295 1019 3791 3668 22 238 21 345 283239 25020 21195 57577 10461 40186 2668 60569 14969 232830 27184 23902 28792 84823 leaf_count=36 17157 44266 4955 21534 3659 11273 265681 19110 20295 1019 3791 3668 22 238 21 345 283239 25020 21195 57577 10461 40186 2668 60569 14969 232830 27184 23902 28792 84823 internal_value=4.37752e-06 -0.000749362 4.79411e-05 0.00166328 7.76504e-06 -0.000106081 -5.31913e-06 0.00120028 0.000756631 0.00223571 0.00558941 0.0047774 0.00252073 0.0200502 0.0501031 0.015564 -5.08295e-05 7.31429e-05 0.000487457 -0.000205983 -0.000364861 -0.00172776 0.00170599 0.00190206 -0.000207092 -0.00031248 -0.000221767 0.000385753 7.30319e-06 -0.000399631 internal_weight=1.33048e+06 72696 1.25779e+06 30524 1.22726e+06 55539 1.22361e+06 44510 40424 20129 4086 8990 5322 295 57 367 1.1791e+06 913415 367671 545744 488167 50647 84432 81764 437520 412500 397531 164701 137517 108725 internal_count=1330485 72696 1257789 30524 1227265 55539 1223606 44510 40424 20129 4086 8990 5322 295 57 367 1179096 913415 367671 545744 488167 50647 84432 81764 437520 412500 397531 164701 137517 108725 cat_boundaries=0 1 2 3 cat_threshold=2212 326 1176 is_linear=0 shrinkage=0.05 Tree=212 num_leaves=31 num_cat=0 split_feature=16 17 11 75 59 118 82 5 8 8 103 5 8 22 5 76 55 4 31 125 35 6 19 73 120 26 28 4 9 126 split_gain=17.2741 18.9119 17.1225 21.3418 20.2147 34.708 38.0913 17.6457 26.5429 23.3641 22.2257 21.3669 25.1162 23.4185 21.5447 40.7793 30.1849 29.8235 28.8271 40.8955 31.6394 26.8968 26.8825 25.3139 23.7451 23.4749 40.9824 23.4632 22.1561 21.6853 threshold=22.289999961853031 22.289999961853031 19.750000000000004 0.76849940419197094 265.29240417480474 -0.92384436726570118 183.27020263671878 13.250000000000002 17.349999427795414 14.84999990463257 -0.20715066790580747 10.949999809265138 12.34999990463257 8.9949998855590838 8.5500001907348651 19.865000724792484 11.25500011444092 7.9500000476837167 1018.4500122070314 -0.23343648016452787 2.9500000476837163 8.5500001907348651 13.344999790191652 0.91294997930526745 -0.86159634590148915 297.50000000000006 1019.1499938964845 6.1499998569488534 8.0500001907348651 0.90992662310600292 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 -4 6 -6 9 -9 11 -10 12 14 -13 15 16 17 25 -18 20 23 27 -22 -20 -21 -1 -27 -16 -19 -23 right_child=-2 -3 3 -5 5 -7 -8 8 10 -11 -12 13 -14 -15 21 -17 18 28 19 24 22 29 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.00020674380765943684 0.0091242655111756724 0.012211729351751367 0.0033994709941230052 -0.0030413132116568764 0.023887644176957785 0.0080851276596386138 0.096798659197014317 -0.0029169705441636682 -0.0092725193351486223 0.001307353250141031 0.0010050963265887817 -0.0012804075776159584 0.0010746571518961577 0.0062419079530583029 0.0052925852605571894 0.0015755554421724343 -0.0013710223073989431 0.0034694215236479213 0.010650195591649838 0.0028544817993748071 0.0048088500519487543 -0.001639493733648537 0.00020034369222927153 0.046409669930792673 -0.00089712964376921988 -5.9282933999189113e-05 -0.0015528557813396459 5.3900296181449601e-05 0.00076573379061933367 0.0010117993184972141 leaf_weight=535133 519 317 2335 988 81 469 23 12708 555 33924 10078 43275 53651 1060 2279 41331 75541 9181 494 4614 5164 59817 8172 55 49110 235948 57030 34397 43382 8854 leaf_count=535133 519 317 2335 988 81 469 23 12708 555 33924 10078 43275 53651 1060 2279 41331 75541 9181 494 4614 5164 59817 8172 55 49110 235948 57030 34397 43382 8854 internal_value=4.15865e-06 5.99662e-07 -2.31158e-06 0.00330753 0.00546457 0.0138799 0.0400122 -1.20382e-05 -0.00137465 1.23817e-05 0.000468646 -2.22506e-05 1.68023e-05 -0.00110056 -3.16854e-05 3.57765e-05 -2.63833e-05 8.3073e-05 -0.00069977 5.02356e-05 0.00246913 -0.000713787 0.00198486 0.0142327 -0.000574928 9.76726e-06 -0.000350016 0.000379426 0.00123798 -0.00129765 internal_weight=1.33048e+06 1.32997e+06 1.32965e+06 3896 2908 573 104 1.32575e+06 23341 1.30241e+06 10633 1.26849e+06 1.22415e+06 44335 1.1705e+06 1.06516e+06 1.02382e+06 880674 143150 67609 13885 105347 13336 549 53724 828111 292978 36676 52563 68671 internal_count=1330485 1329966 1329649 3896 2908 573 104 1325753 23341 1302412 10633 1268488 1224153 44335 1170502 1065155 1023824 880674 143150 67609 13885 105347 13336 549 53724 828111 292978 36676 52563 68671 is_linear=0 shrinkage=0.05 Tree=213 num_leaves=31 num_cat=3 split_feature=43 12 117 80 17 125 136 35 6 112 29 23 22 111 20 136 56 76 79 107 76 55 75 66 2 38 80 66 30 136 split_gain=16.6941 16.5183 17.2412 27.2104 23.5576 24.4071 31.3728 22.8599 22.1873 21.2356 21.0453 21.718 20.5333 35.8414 27.3637 26.3684 41.4262 38.398 32.8334 39.1811 54.0189 39.2909 33.5292 34.3658 31.1852 29.8319 27.663 38.0915 38.2751 35.8707 threshold=-1.0000000180025095e-35 0.51499998569488536 0.71322327852249157 325.57322692871099 14.550000190734865 0.97233289480209362 0 11.750000000000002 6.9500000476837167 -0.73724925518035878 1018.5499877929689 5.8450000286102304 10.034999847412111 -0.26302418112754816 8.9849996566772479 1 279.57026672363287 50.18499946594239 15.074999809265138 -0.65958845615386952 32.055000305175788 62.594999313354499 0.85909846425056469 23.675000190734867 315.50000000000006 11.550000190734865 271.98913574218756 40.114999771118171 1000.4500122070314 2 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=-1 -2 3 12 5 10 7 -7 -9 -5 -4 -12 15 -14 -15 16 -3 25 19 20 -18 -22 23 -23 -19 -17 27 -27 -29 -28 right_child=1 2 4 9 -6 6 -8 8 -10 -11 11 -13 13 14 -16 17 18 24 -20 -21 21 22 -24 -25 -26 26 29 28 -30 -31 leaf_value=-0.0067327049199248021 -0.0027193840013781229 0.00021482633705436792 -0.00051569604440580168 -0.0041875799734553947 0.001731949922141514 0.00012697598903576901 -0.0026145233590414482 0.0012013900085388399 0.0059666640327202666 2.1684665101243531e-05 0.00033636210214783272 -0.0028635900490001152 -0.0047018885288531518 0.003248305343858979 -0.00071661916593173227 0.0011050620306089585 0.0024433790074131507 -0.013171078944079845 0.00021241705240432774 -0.00070363882267898909 0.0096840018071189717 0.015715327877551317 0.019886822379325993 0.097876311865236085 0.00062508421351093856 5.5859278429622641e-05 -0.00011732704665154294 0.035465138008086282 0.0053498671154726994 -0.0016734207444085653 leaf_weight=919 5526 387318 132526 6561 12035 10038 5035 5012 4765 5515 7160 20438 5266 4736 53607 52128 47420 1008 37185 10217 987 20 106 35 690 354272 98785 112 1820 59243 leaf_count=919 5526 387318 132526 6561 12035 10038 5035 5012 4765 5515 7160 20438 5266 4736 53607 52128 47420 1008 37185 10217 987 20 106 35 690 354272 98785 112 1820 59243 internal_value=3.95072e-06 8.60712e-06 1.99926e-05 9.54286e-05 -0.000411555 -0.000551018 0.000906915 0.00180212 0.00352383 -0.00226525 -0.000777278 -0.0020334 0.000120997 -0.00075134 -0.000394766 0.000173775 0.000445247 -5.71917e-05 0.00137523 0.00211078 0.00270283 0.0134199 0.0363229 0.0679996 -0.00756486 -3.4684e-05 -0.000150221 9.40423e-05 0.00709568 -0.000700803 internal_weight=1.33048e+06 1.32957e+06 1.32404e+06 1.12703e+06 197009 184974 24850 19815 9777 12076 160124 27598 1.11496e+06 63609 58343 1.05135e+06 483288 568058 95970 58785 48568 1148 161 55 1698 566360 514232 356204 1932 158028 internal_count=1330485 1329566 1324040 1127031 197009 184974 24850 19815 9777 12076 160124 27598 1114955 63609 58343 1051346 483288 568058 95970 58785 48568 1148 161 55 1698 566360 514232 356204 1932 158028 cat_boundaries=0 1 2 3 cat_threshold=4244 1948 4099 is_linear=0 shrinkage=0.05 Tree=214 num_leaves=31 num_cat=2 split_feature=28 31 31 23 3 125 28 12 19 53 7 80 84 136 58 136 76 71 107 38 15 37 71 12 111 109 41 11 28 80 split_gain=16.2913 55.0266 48.7601 39.7207 37.1782 65.1951 43.1785 25.8279 25.0855 24.0063 23.8494 23.8363 22.2602 20.9785 20.9469 20.4543 33.0958 43.0233 35.0677 61.1404 31.9939 30.767 27.7945 26.2376 35.0011 36.4756 24.3326 23.2761 22.6117 25.833 threshold=1010.1499938964845 1012.9500122070314 1008.4500122070314 7.3250000476837167 304.50000000000006 -0.14780378341674802 1007.6499938964845 2.6950000524520878 14.550000190734865 40.664999008178718 4.0499999523162851 326.15080261230474 0.71959698200225841 0 268.90592956542974 1 43.864999771118171 260.99012756347662 -0.5002111792564391 11.949999809265138 3.7849999666213994 11.150000095367433 284.02091979980474 3.495000004768372 -0.55290725827217091 0.31225891411304479 6.1499998569488534 19.849999427795414 997.54998779296886 214.24497222900393 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 9 7 8 6 10 -3 -5 -2 -6 15 14 -10 -11 21 27 -18 26 20 22 23 -20 -1 28 -26 -19 -17 29 -25 right_child=2 3 -4 4 5 -7 -8 -9 13 12 -12 -13 -14 -15 -16 16 17 18 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.00030867178957151711 -0.0027045992570147153 0.0042412326722167789 -3.4448590894606485e-05 0.010505698296848297 0.045190196895971896 0.0071060131277426433 0.027223567473350183 -0.0041935964734562828 0.020049207506733193 -0.017708403086350636 0.10913138772760118 -0.0035491287817671184 -0.015992599169195869 -0.0026007307527506334 0.0044415151885718578 5.2747085560790957e-05 -0.018433296847107046 -0.0042534252418226252 0.080303988919830802 -0.0019469011378620404 -0.01208306643224898 0.0019369346536835938 0.022443852920883467 0.038275055085075019 -0.02567998256132157 -0.0060717882868427282 -0.032610445658099799 0.0095936634467460643 0.00013553875405231659 -0.014265673642512411 leaf_weight=7911 7852 2876 1151457 1754 25 227 86 1326 107 153 35 3983 707 800 353 109564 548 761 51 249 21 36239 35 87 276 1686 84 643 557 32 leaf_count=7911 7852 2876 1151457 1754 25 227 86 1326 107 153 35 3983 707 800 353 109564 548 761 51 249 21 36239 35 87 276 1686 84 643 557 32 internal_value=3.75153e-06 0.000460937 -6.32051e-05 0.00472732 0.00908695 0.0238704 0.0499355 0.0015795 0.00701472 -0.00371592 0.0824892 0.000271223 -0.0102624 0.000263688 -0.00225599 0.000367079 1.14696e-07 -0.00682394 -0.00152674 0.0116363 0.0432457 0.0012449 0.0567563 -0.00113128 -0.0054495 -0.00883013 -0.00707235 0.000108413 0.00436231 0.0241465 internal_weight=1.33048e+06 169963 1.16052e+06 7236 3034 373 146 4202 2661 9065 60 162727 1213 907 506 158744 111956 1749 1201 356 107 46788 86 10549 2638 1962 845 110207 676 119 internal_count=1330485 169963 1160522 7236 3034 373 146 4202 2661 9065 60 162727 1213 907 506 158744 111956 1749 1201 356 107 46788 86 10549 2638 1962 845 110207 676 119 cat_boundaries=0 1 2 cat_threshold=5128 1420 is_linear=0 shrinkage=0.05 Tree=215 num_leaves=31 num_cat=0 split_feature=60 52 20 107 29 104 31 35 28 122 55 83 79 55 31 39 7 43 8 5 8 8 5 4 43 33 72 127 28 13 split_gain=18.9592 32.1457 32.2016 27.1975 30.5995 35.2699 25.2383 25.9957 29.3156 28.8192 24.2787 24.4193 23.9221 25.975 28.6786 27.5497 21.4005 26.9603 27.1799 22.622 25.2744 22.8038 24.2211 26.641 22.2532 32.2236 21.1615 20.491 20.3853 25.1889 threshold=0.81466835737228405 29.195000648498539 11.605000019073488 -0.53725576400756825 1012.1499938964845 -0.58656388521194447 1016.8500061035157 14.250000000000002 1014.5499877929689 -0.77159520983695973 29.275000572204593 233.00576019287112 42.414999008178718 46.924999237060554 1013.2500000000001 10.34999990463257 13.550000190734865 0.35000000894069677 20.94999980926514 12.34999990463257 16.050000190734867 14.449999809265138 9.7500000000000018 9.4499998092651385 12.250000000000002 12.550000190734865 0.7706262767314912 -0.97625884413719166 1032.4500122070315 1.5049999952316286 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 4 5 12 -6 -8 9 -9 11 -10 13 14 -3 -15 19 27 -19 21 -21 22 23 28 25 -20 -17 -18 -1 -30 right_child=-2 2 -4 -5 6 -7 7 8 10 -11 -12 -13 -14 15 -16 26 17 18 24 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-2.0735665207590235e-05 -0.00079415486390313657 0.0026742638519218556 -0.0038001144702122717 -0.00097266509069901552 -0.00047325930076327899 -0.0011969297379507346 0.0015802986191845916 0.083023641435872944 0.034252156016234429 0.018648153599489962 0.0025501646125009316 0.0083958971726330635 -0.0069383256320084685 -0.018043139004913063 0.017895803310107591 0.027491009000127922 0.01237501378351496 -0.0022773881506625267 0.011776190709680417 -0.0028037767573727045 3.2042903953538774e-05 0.0014974429898502806 -0.00086586953639900736 0.0013204010482410159 -0.011433301885272303 0.060401207983324483 0.012156600185586352 0.0025719534172432782 0.030141252114045277 0.0044061118107158086 leaf_weight=1009402 70675 1865 3022 9147 11250 1478 21538 21 97 101 3466 1558 259 67 371 269 559 4588 151 15384 16059 25002 80350 38811 63 44 1375 11489 111 663 leaf_count=1009402 70675 1865 3022 9147 11250 1478 21538 21 97 101 3466 1558 259 67 371 269 559 4588 151 15384 16059 25002 80350 38811 63 44 1375 11489 111 663 internal_value=2.7081e-06 4.74563e-05 0.00121972 0.00150669 0.00202548 0.00544727 0.00151406 0.00234889 0.00550622 0.0297292 0.00492914 0.00991134 0.00778206 0.008748 0.00519984 0.0133849 -7.0145e-06 0.00176002 -0.00138941 -3.21896e-05 -0.00135543 3.85402e-06 -2.9212e-05 3.4874e-05 0.0144014 0.022748 0.0146657 0.00302679 -1.4516e-05 0.00809681 internal_weight=1.32924e+06 1.25856e+06 55884 52862 43715 5684 38031 26781 5243 122 5121 1655 4206 3947 2236 1711 1.20268e+06 16894 4846 1.18578e+06 31443 1.15434e+06 1.12934e+06 1.04899e+06 258 195 1644 12048 1.01018e+06 774 internal_count=1329235 1258560 55884 52862 43715 5684 38031 26781 5243 122 5121 1655 4206 3947 2236 1711 1202676 16894 4846 1185782 31443 1154339 1129337 1048987 258 195 1644 12048 1010176 774 is_linear=0 shrinkage=0.05 Tree=216 num_leaves=31 num_cat=2 split_feature=60 136 39 52 54 98 52 66 28 20 52 54 80 16 31 125 19 33 111 13 28 136 71 76 1 33 79 20 76 37 split_gain=17.6776 32.9302 28.9925 18.7872 56.3388 30.8527 32.6906 29.206 33.2375 28.7299 28.9026 45.8321 31.8053 30.4895 29.5505 29.3306 38.3489 27.9819 27.7648 49.5234 24.946 30.5277 27.9126 28.6957 27.2336 34.8066 35.9474 36.9919 33.9691 26.924 threshold=0.88688069581985485 0 11.250000000000002 3.4850000143051152 4.3150000572204599 -0.68261796236038197 5.5950000286102304 10.184999942779543 1019.7500000000001 12.215000152587892 9.2349996566772479 9.3649997711181658 332.34812927246099 9.5450000762939471 1018.4500122070314 1.0000000180025095e-35 13.344999790191652 9.6500000953674334 -0.77562236785888661 1.8949999809265139 1013.6499938964845 1 228.27140045166018 53.245000839233406 204.50000000000003 13.050000190734865 12.675000190734865 8.9549999237060565 15.50500011444092 11.250000000000002 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=3 2 -2 7 5 6 -5 -1 17 10 -6 -12 13 -13 20 16 -16 18 19 -9 22 -22 23 -15 -24 26 28 -28 -26 -29 right_child=1 -3 -4 4 9 -7 -8 8 -10 -11 11 12 -14 14 15 -17 -18 -19 -20 -21 21 -23 24 -25 25 -27 27 29 -30 -31 leaf_value=-2.4511317032829117e-05 -0.0054914096552647722 -0.0050490162645987057 0.00051980147348338788 0.0015320664810919043 -0.0005480635495617648 -0.00021176494910518282 0.0045061001170612876 0.087062064602971084 -0.0036689998014940379 -0.0050443213064106764 0.0025062465065850965 0.0034585853500608147 -0.0041715459629661647 -0.0032920695357209584 0.0050990350873336664 0.00024695003574792552 0.00080252614377001967 -0.00094876472314959917 0.0025674070050435297 0.012461422853206981 9.8148542646242065e-05 -0.0021540678333946636 -0.00016797202912388121 -0.02725269394277623 0.0065131484674932644 0.00017759842282107985 0.00045353745539888809 -0.0049957462405796106 0.020010815724232994 0.016650922094369979 leaf_weight=865274 2346 4841 13835 34314 112895 15960 12645 25 10944 2742 23889 7229 4109 2342 8361 50773 13709 42893 3128 202 29378 30838 22339 132 1723 7113 3766 183 639 668 leaf_count=865274 2346 4841 13835 34314 112895 15960 12645 25 10944 2742 23889 7229 4109 2342 8361 50773 13709 42893 3128 202 29378 30838 22339 132 1723 7113 3766 183 639 668 internal_value=2.57269e-06 -0.00143584 -0.000351516 2.56869e-05 0.000318699 0.00168743 0.00233291 -9.68418e-05 -0.00119115 5.19347e-05 9.55915e-05 0.000446309 0.000177845 0.00027758 0.000143857 0.000908437 0.00243022 -0.000604799 0.00379273 0.0206774 -0.000418025 -0.0010556 0.000568802 -0.00457049 0.000917807 0.00263901 0.00514768 0.00258103 0.0101647 0.011996 internal_weight=1.32924e+06 21022 16181 1.30821e+06 385747 62919 46959 922466 57192 322828 320086 207191 183302 179193 171964 72843 22070 46248 3355 227 99121 60216 38905 2474 36431 14092 6979 4617 2362 851 internal_count=1329235 21022 16181 1308213 385747 62919 46959 922466 57192 322828 320086 207191 183302 179193 171964 72843 22070 46248 3355 227 99121 60216 38905 2474 36431 14092 6979 4617 2362 851 cat_boundaries=0 1 2 cat_threshold=2692 5265 is_linear=0 shrinkage=0.05 Tree=217 num_leaves=31 num_cat=3 split_feature=104 21 94 127 5 30 2 136 72 71 57 53 28 23 106 13 60 136 39 12 31 86 104 83 56 136 0 105 123 35 split_gain=17.1281 25.5916 23.9779 19.5329 20.5671 23.171 18.2092 17.6162 17.6098 18.45 17.296 19.2771 16.9066 16.7523 22.4297 20.5348 16.2151 31.0646 24.8342 21.3908 20.5761 21.3332 20.7246 26.825 18.4572 26.9147 30.022 32.431 28.2237 30.3621 threshold=1.0000000180025095e-35 4.6349999904632577 -0.87081786990165699 -0.89490029215812672 12.750000000000002 1018.2500000000001 1.0000000180025095e-35 0 0.85326293110847484 261.61376953125006 212.59616851806643 9.6649999618530291 1033.350036621094 10.454999923706056 -0.4527516216039657 3.1149998903274541 0.86058020591735851 1 11.34999990463257 3.3850001096725468 1022.0499877929689 0.75136625766754161 -0.9959748089313506 289.38050842285162 292.47879028320318 2 253.50000000000003 -0.32606539130210871 1.0000000180025095e-35 11.150000095367433 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 left_child=12 6 -3 7 5 -5 -2 -4 -6 -10 -11 -12 16 14 -14 -16 24 18 -18 -19 -20 -22 23 -23 -1 26 -26 -28 29 -27 right_child=1 2 3 4 8 -7 -8 -9 9 10 11 -13 13 -15 15 -17 17 19 20 -21 21 22 -24 -25 25 28 27 -29 -30 -31 leaf_value=-2.3265933573207708e-05 0.030611492822508274 -0.0097063862727462952 0.0075478114227132079 0.00030336560797109387 -0.012480220273451499 -0.0057488992237291689 0.0038360436400888737 -0.003094023032012375 -0.015628093985383805 -0.015152697377330202 0.066631609331151212 0.0084682048523220515 0.022426645192707227 -0.0064293596613154346 0.011243763072598799 -0.013910289238668792 -0.0033596557578722919 -0.0014559959049533461 -4.0769887502398309e-05 -0.0059956074130462986 -0.0025392418046676591 0.015145577733531141 0.0050277376025673398 0.073088106055828661 -7.1846180769198851e-06 -0.0012234228073655902 0.0042727867223919368 -0.0023702301490453933 -0.001606106949847818 0.00099588011149159892 leaf_weight=1135965 68 1083 937 4307 822 2499 959 655 53 22 28 29 257 175 255 119 4716 6476 17604 4330 885 217 2359 22 10992 19033 13818 2119 17441 80990 leaf_count=1135965 68 1083 937 4307 822 2499 959 655 53 22 28 29 257 175 255 119 4716 6476 17604 4330 885 217 2359 22 10992 19033 13818 2119 17441 80990 internal_value=2.44138e-06 -0.00192204 -0.00266323 -0.0018476 -0.00288261 -0.00191888 0.00560891 0.00319739 -0.00975799 0.00719405 0.0225051 0.0370397 1.91806e-05 0.00725849 0.0110546 0.0032402 1.475e-05 -0.00102281 -7.95768e-05 -0.00327201 0.000653958 0.0041653 0.00644918 0.0204792 4.44168e-05 0.000576889 0.0020023 0.00338952 0.000249918 0.000573577 internal_weight=1.32924e+06 11462 10435 9352 7760 6806 1027 1592 954 132 79 57 1.31777e+06 806 631 374 1.31697e+06 36609 25803 10806 21087 3483 2598 239 1.28036e+06 144393 26929 15937 117464 100023 internal_count=1329235 11462 10435 9352 7760 6806 1027 1592 954 132 79 57 1317773 806 631 374 1316967 36609 25803 10806 21087 3483 2598 239 1280358 144393 26929 15937 117464 100023 cat_boundaries=0 1 2 3 cat_threshold=948 2692 528 is_linear=0 shrinkage=0.05 Tree=218 num_leaves=31 num_cat=4 split_feature=60 52 20 104 35 123 136 108 28 8 23 68 7 136 40 53 65 18 36 33 105 136 36 12 15 8 28 43 15 136 split_gain=16.3385 33.6448 23.7249 24.3538 22.2368 21.508 20.252 22.6295 19.7731 32.4078 21.127 24.1365 19.2383 25.1874 27.0505 23.7366 21.6789 27.9649 20.6288 21.5718 43.758 36.4929 35.125 26.2681 62.7344 28.6822 28.679 51.4401 29.6147 28.4349 threshold=0.79575085639953624 28.494999885559086 10.894999980926515 -0.88545760512351979 14.550000190734865 -0.79332312941551197 0 0.742944896221161 1014.7500000000001 8.6500000953674334 8.1649999618530291 288.22392272949224 13.550000190734865 1 0.25000000745058065 6.7650001049041757 29.095000267028812 11.269999980926515 7.8500001430511483 12.550000190734865 -0.81996098160743702 2 11.34999990463257 1.1449999809265139 1.1549999713897707 8.6500000953674334 1017.3500061035157 9.9499998092651385 2.8449999094009404 3 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 left_child=1 12 4 -4 -3 8 7 -2 9 -6 -11 -12 16 14 -14 -16 18 -18 -1 20 21 -20 -21 25 -25 -22 -26 28 29 -28 right_child=6 2 3 -5 5 -7 -8 -9 -10 10 11 -13 13 -15 15 -17 17 -19 19 22 23 -23 -24 24 26 -27 27 -29 -30 -31 leaf_value=-0.0051834340894069322 0.00029384129080865486 0.0011531666444459041 0.0014857107121198495 -0.0054557160568012679 0.0032765306229834675 0.0029763399039439064 -0.0015021797370872966 -0.0045692916175802461 0.0056545631932135593 0.016952677633481749 0.016152951023421992 0.065236871684236183 0.0051265431109769654 -0.00069725892312119827 0.00056361566909557902 -0.019399881359034532 0.00018644190824873691 -0.0024977622208839298 0.0030915132458919788 -0.0036121368335239948 -0.0013491806221885201 0.00070535351520311913 -0.00012809318436828374 0.0034929921137610044 0.00045514386464379762 0.0046045497338387314 0.00021207834846057312 0.0020332345611287495 -0.0022830585661509548 -0.001598662838105701 leaf_weight=1908 44816 36251 2573 2483 177 7211 39207 2527 797 115 39 70 6628 6704 3270 156 18921 19918 21272 7316 43737 64931 646759 13880 194960 2121 61516 17759 27742 33471 leaf_count=1908 44816 36251 2573 2483 177 7211 39207 2527 797 115 39 70 6628 6704 3270 156 18921 19918 21272 7316 43737 64931 646759 13880 194960 2121 61516 17759 27742 33471 internal_value=2.32099e-06 4.85835e-05 0.00132301 -0.00192322 0.00169052 0.00400703 -0.000661916 3.42574e-05 0.010211 0.019267 0.0319023 0.0476747 -4.52721e-06 0.00167764 0.00325868 -0.000345405 -2.84939e-05 -0.00119011 1.11731e-05 1.9902e-05 0.000273936 0.00129462 -0.000167063 5.12918e-05 0.00019899 -0.00107381 6.26921e-05 -0.000481927 -0.000845873 -0.000426127 internal_weight=1.32924e+06 1.24268e+06 49716 5056 44660 8409 86550 47343 1198 401 224 109 1.19297e+06 16758 10054 3426 1.17621e+06 38839 1.13737e+06 1.13546e+06 481389 86203 654075 395186 349328 45858 335448 140488 122729 94987 internal_count=1329235 1242685 49716 5056 44660 8409 86550 47343 1198 401 224 109 1192969 16758 10054 3426 1176211 38839 1137372 1135464 481389 86203 654075 395186 349328 45858 335448 140488 122729 94987 cat_boundaries=0 1 2 3 4 cat_threshold=4740 157 769 2262 is_linear=0 shrinkage=0.05 Tree=219 num_leaves=31 num_cat=5 split_feature=19 79 136 87 84 111 14 53 12 136 126 77 84 106 8 25 125 136 31 37 16 16 121 127 5 136 123 15 27 136 split_gain=15.7125 23.1551 23.787 20.1306 51.4768 44.0786 30.4723 28.7667 26.0896 25.6222 26.8193 29.9826 26.0499 24.9626 24.9365 23.9527 32.3396 39.7463 43.9975 77.521 35.3211 32.2661 30.644 29.8882 28.801 26.8017 28.1099 34.0978 24.467 23.499 threshold=6.4600000381469735 4.8849999904632577 0 0.81516042351722728 0.82699319720268261 0.8207240402698518 2.2849999666213994 0.33500000834465032 3.2150000333786015 1 0.77159520983695995 23.994999885559086 0.87477916479110729 -0.99006569385528553 3.1499999761581425 289.50000000000006 1.0000000180025095e-35 2 1000.3500061035157 12.150000095367433 6.9049999713897714 20.524999618530277 0.6755644977092744 -0.62249094247817982 9.3499999046325701 3 -0.061046212911605828 2.5649999380111699 204.50000000000003 4 decision_type=2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 left_child=1 -1 -3 4 14 -6 -7 8 -5 13 11 -11 -12 -9 -2 16 17 18 19 24 22 29 -20 -22 -16 -17 -27 -28 -21 -19 right_child=3 2 -4 7 5 6 -8 9 -10 10 12 -13 -14 -15 15 25 -18 21 20 28 23 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=4.0208657304546301e-05 -0.00055035108920744658 0.0038476115358002886 0.00083172136937893857 -0.0015670935676242274 0.0020955400749722388 0.00067867720317481197 -0.005365503114253772 0.0052641022030788008 -0.0083067853906098436 -0.0008032600502250538 -0.00061122103194389719 -0.0032963342191060781 0.0016168215029043215 0.00012689684268220715 0.039058707021176815 0.00046917935280749119 -3.648498996878254e-05 -0.00017358866309333243 0.010871313838773253 -0.019860265277167586 0.00055685364906443995 0.012152432859244364 0.046438325037834821 0.0062516063230442023 0.11886750634473105 -0.00018420524326581982 -0.00069962902904921378 -0.0035454373308468666 0.023357822505446772 0.0011655956569148827 leaf_weight=54763 171545 9408 21443 24071 49719 5144 3507 2398 1527 102437 34393 13669 21209 170297 20 104085 177165 50578 240 47 5414 617 81 4011 26 157698 35722 14923 108 92970 leaf_count=54763 171545 9408 21443 24071 49719 5144 3507 2398 1527 102437 34393 13669 21209 170297 20 104085 177165 50578 240 47 5414 617 81 4011 26 157698 35722 14923 108 92970 internal_value=2.20502e-06 0.000657389 0.00175293 -4.28995e-05 8.80171e-05 0.0015224 -0.00177155 -0.00035201 -0.00196914 -0.000231816 -0.000664297 -0.00109677 0.00023865 0.000198219 -1.46813e-05 0.000128073 0.000424271 0.00095395 0.0040094 0.0271689 0.00353587 0.000742803 0.0198462 0.00298037 0.084168 -0.000185996 -0.000513309 -0.00153817 0.010253 0.000693814 internal_weight=1.32924e+06 85614 30851 1.24362e+06 873620 58370 8651 370001 25598 344403 171708 116106 55602 172695 815250 643705 331277 154112 9947 201 9746 144165 321 9425 46 312428 208343 50645 155 143548 internal_count=1329235 85614 30851 1243621 873620 58370 8651 370001 25598 344403 171708 116106 55602 172695 815250 643705 331277 154112 9947 201 9746 144165 321 9425 46 312428 208343 50645 155 143548 cat_boundaries=0 1 2 3 4 5 cat_threshold=2118 1936 6 2328 3344 is_linear=0 shrinkage=0.05 Tree=220 num_leaves=31 num_cat=4 split_feature=7 42 16 12 8 112 136 120 136 77 136 122 123 6 11 22 4 16 7 127 136 22 11 29 127 8 126 7 15 35 split_gain=19.1221 15.9615 15.8255 15.7211 15.6573 15.5967 27.7261 21.8456 44.6013 34.1232 26.9252 27.5806 43.67 36.561 33.7858 31.6405 29.4653 27.7964 41.0169 39.1635 34.5677 24.8282 25.2701 30.1932 24.264 34.3102 54.6206 30.1433 24.1828 34.0912 threshold=20.500000000000004 -1.0000000180025095e-35 22.289999961853031 0.51499998569488536 5.7500000000000009 -0.63605400919914235 0 1.0000000180025095e-35 1 5.5050001144409189 2 -0.62249094247817982 -0.44618082046508784 5.3500001430511483 6.5499999523162851 6.9149999618530282 10.650000095367433 6.9049999713897714 9.7500000000000018 0.31729258596897131 3 7.4149999618530282 9.4499998092651385 1022.6499938964845 0.47714059054851538 8.6500000953674334 0.19936034083366397 6.3500001430511483 3.4550000429153447 3.8999999761581425 decision_type=2 2 2 2 2 2 1 2 1 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 -4 7 -7 10 28 -10 24 13 16 14 -12 -14 -13 18 -15 20 21 22 -19 -24 -5 -26 -27 -28 -9 -30 right_child=-2 2 4 5 -6 6 -8 8 9 -11 11 12 15 17 -16 -17 -18 19 -20 -21 -22 -23 23 -25 25 26 27 -29 29 -31 leaf_value=-0.0065745896755909907 0.035471121262219789 -0.0026647546923860878 0.0013339347100554733 0.0011730288277638813 0.01843685554611274 7.412887490345801e-05 -0.00095798672327322698 0.00044380517282311451 -0.00057556495377318335 -0.0027029419986692527 -0.00014442467818174011 0.00091150780250296749 0.00061056997173713438 -0.0031110982054610905 0.0019408792408089988 -0.0009552916121238202 0.0039371968267796998 0.0038726203163333009 0.0012361492322273929 -0.0011216506810457865 -8.5245511678585774e-05 0.00087048678864708314 0.010450500553203231 0.046182318848948328 -0.00036305377829599331 0.013465857427990176 0.0026950424144541207 0.00039597772222538154 -0.0095692059296100373 -0.0009062079241583343 leaf_weight=922 38 5500 320 114188 230 170027 105399 137073 67773 26112 101386 91958 61414 25884 24027 67961 8818 3077 6865 73030 18598 3850 1273 62 104565 865 17689 73483 1213 17810 leaf_count=922 38 5500 320 114188 230 170027 105399 137073 67773 26112 101386 91958 61414 25884 24027 67961 8818 3077 6865 73030 18598 3850 1273 62 104565 865 17689 73483 1213 17810 internal_value=2.86865e-06 1.85631e-06 6.41378e-06 2.9069e-06 0.00848607 1.39852e-05 -0.000320869 0.000101907 -0.000306024 -0.00116712 0.000229537 -2.05486e-06 0.000395886 -0.00035697 0.000255084 -0.000211981 0.00117626 -0.00093568 -0.00219981 -0.000521235 0.00111124 0.00380007 0.00636511 0.01211 0.000593312 0.000256638 0.000960681 0.000842037 0.00021195 -0.0014586 internal_weight=1.33141e+06 1.33137e+06 1.33045e+06 1.3299e+06 550 1.3244e+06 275426 1.04897e+06 249981 93885 798993 488203 230151 258052 125413 129375 100776 132639 32749 99890 26860 8262 4412 1335 310790 196602 92037 91172 156096 19023 internal_count=1331410 1331372 1330450 1329900 550 1324400 275426 1048974 249981 93885 798993 488203 230151 258052 125413 129375 100776 132639 32749 99890 26860 8262 4412 1335 310790 196602 92037 91172 156096 19023 cat_boundaries=0 1 2 3 4 cat_threshold=1456 6812 1818 197 is_linear=0 shrinkage=0.05 Tree=221 num_leaves=31 num_cat=6 split_feature=78 19 53 25 66 10 6 136 43 77 3 136 8 8 136 32 13 123 136 36 136 136 36 66 8 122 62 11 27 120 split_gain=15.766 28.6673 53.0327 41.9712 61.3377 19.918 17.8644 22.8074 21.3784 23.9273 22.0133 20.6719 20.5739 20.3461 31.2394 25.4692 40.5795 30.5464 32.6941 30.1764 25.4267 22.6496 22.9203 32.5002 23.8065 22.3269 22.0115 19.6691 19.4076 26.1061 threshold=63.254999160766609 12.699999809265138 19.095000267028812 239.50000000000003 18.304999351501468 24.550000190734867 13.250000000000002 0 0.35000000894069677 32.885000228881843 338.50000000000006 1 18.349999427795414 13.84999990463257 2 12.650000095367433 1.8550000190734866 -0.18222858756780622 3 10.550000190734865 4 5 11.750000000000002 20.744999885559086 15.550000190734865 0.72534674406051647 0.70914775133132946 10.949999809265138 260.50000000000006 0.41467745602130895 decision_type=2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 2 2 2 1 2 1 1 2 2 2 2 2 2 2 2 left_child=6 5 3 4 -3 -2 13 8 10 11 -8 12 -10 -1 27 16 20 21 19 26 -16 22 23 -18 -24 -17 -19 -15 -21 -30 right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12 -13 -14 14 15 25 17 18 -20 28 -22 -23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-2.5697323220666223e-05 0.00016312221283192716 0.011371953799216836 0.0064462571835434638 0.006746075776490299 0.10890666032995795 0.038796883383217982 0.0014201887143764102 -0.00427724308513594 -0.0013078755979363628 -0.012599088171888779 -0.0046745347757915692 -0.0051413663505849843 0.0098439829767323662 0.014328325703608022 0.013752821316881426 -0.00039660090964453238 0.0033582620018761753 -0.0024174771461893188 -0.007703331704031903 -0.0031078300355921033 0.0035396683404704645 0.00031930283423770158 0.0032332494972488121 -0.0038856906635728952 0.0096039025601451465 -0.0091636861850118156 -0.014706304759304803 0.003927521481435407 0.0016958136340317871 0.011154101906000184 leaf_weight=1240310 1778 27 495 44 40 34 10844 5251 1598 602 1716 2436 558 579 980 21994 5871 2710 1652 1435 1648 12326 4204 2103 2252 751 421 2115 3729 907 leaf_count=1240310 1778 27 495 44 40 34 10844 5251 1598 602 1716 2436 558 579 980 21994 5871 2710 1652 1435 1648 12326 4204 2103 2252 751 421 2115 3729 907 internal_value=2.72485e-06 0.00403646 0.0134506 0.0446859 0.0696016 0.000888038 -4.61422e-06 -0.00138583 -0.000527947 -0.00322631 0.000587502 -0.00199757 0.00157108 1.97159e-05 0.000877345 0.000651161 0.00140721 0.000987485 -0.00124976 -8.27175e-05 0.00741403 0.00189506 0.0032386 0.0014478 0.00545548 -0.000686075 -0.00406986 0.00614009 0.00197343 0.00354626 internal_weight=1.33141e+06 2418 606 111 67 1812 1.32899e+06 23005 17754 5194 12560 4592 2156 1.30599e+06 65677 62983 40238 37610 10854 9202 2628 26756 14430 7974 6456 22745 3131 2694 6071 4636 internal_count=1331410 2418 606 111 67 1812 1328992 23005 17754 5194 12560 4592 2156 1305987 65677 62983 40238 37610 10854 9202 2628 26756 14430 7974 6456 22745 3131 2694 6071 4636 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=4509 4496 1024 980 2890 915 is_linear=0 shrinkage=0.05 Tree=222 num_leaves=31 num_cat=2 split_feature=7 52 18 104 64 76 52 39 134 28 5 80 103 132 54 24 136 66 28 135 29 15 116 124 29 98 92 37 136 54 split_gain=16.7564 15.1991 52.3969 29.9391 36.9634 63.2861 45.0002 35.7439 38.7791 92.5658 35.1732 34.8575 33.9853 35.5494 29.6751 29.5614 29.3813 29.3261 30.1677 28.2461 28.1359 32.1213 32.8526 27.872 27.0967 26.7575 28.1454 26.2346 25.4936 25.301 threshold=20.500000000000004 3.5349999666213994 11.775000095367433 -0.53793722391128529 37.07500076293946 28.505000114440922 63.449998855590827 12.050000190734865 1013.7500000000001 1008.4500122070314 1.0000000180025095e-35 298.80026245117193 -0.20715066790580747 1007.7500000000001 2.8549998998641972 296.50000000000006 0 13.25500011444092 1019.4500122070314 1022.5499877929689 997.45001220703136 3.2849999666213994 -0.86159634590148915 -0.97988739609718312 1027.1499633789065 -0.63188743591308583 -0.51132646203041066 14.550000190734865 1 41.514999389648445 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 17 14 4 5 11 29 24 9 12 -5 19 -9 -14 25 -13 20 -1 27 -4 21 -12 -23 -22 -8 26 -3 -19 -11 -6 right_child=-2 2 3 10 6 -7 7 8 -10 28 16 15 13 -15 -16 -17 -18 18 -20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-4.8947239587739362e-05 0.033204438422169344 0.00072048031771505708 0.00068172473847507794 0.0058027225797848102 -0.0015854684451894743 0.0057969573734117938 -0.0043447982522130902 -0.00036044154730108051 -0.0075837875144932594 0.0037094734663466913 -0.007763524495016833 -0.0013835500605613783 0.030458219137873378 0.0022888569812898316 0.00079818450441809525 0.00036877980973372724 -0.0039688927834480416 8.9237245083818443e-06 -0.0040265631884822588 0.0099627947759787505 -0.0073937407886881593 0.06797516687074677 0.014754762295779308 -5.2777994532024761e-05 0.0080593072684156351 -0.00034449738428592966 0.0060306555842354172 -0.0034557236584269986 -0.0014223723004933046 -0.0053432961184283799 leaf_weight=884811 38 3650 109052 1449 10512 5070 4502 180 981 5483 154 50647 504 144 117119 45861 12032 26121 8691 826 1480 32 309 10234 488 4117 7888 6909 4321 7805 leaf_count=884811 38 3650 109052 1449 10512 5070 4502 180 981 5483 154 50647 504 144 117119 45861 12032 26121 8691 826 1480 32 309 10234 488 4117 7888 6909 4321 7805 internal_value=2.58879e-06 1.64115e-06 0.000257216 -0.000140159 2.92108e-05 0.000278087 -0.00147785 0.000407424 0.00192817 0.00280582 -0.00176447 0.000142513 0.0188595 0.0241984 0.00107147 -0.000550836 -0.0022168 -0.00011003 -0.00140546 0.000751495 -0.000486457 0.0111896 0.0197491 -0.000980269 -0.00313173 0.00311602 0.0043508 -0.000715789 0.00145 -0.0031867 internal_weight=1.33141e+06 1.33137e+06 404840 272066 246376 211456 34920 16603 11613 10632 25690 206386 828 648 132774 96508 24241 926532 41721 109878 12209 495 341 11714 4990 15655 11538 33030 9804 18317 internal_count=1331410 1331372 404840 272066 246376 211456 34920 16603 11613 10632 25690 206386 828 648 132774 96508 24241 926532 41721 109878 12209 495 341 11714 4990 15655 11538 33030 9804 18317 cat_boundaries=0 1 2 cat_threshold=2292 4754 is_linear=0 shrinkage=0.05 Tree=223 num_leaves=31 num_cat=1 split_feature=79 130 30 73 13 15 41 39 23 7 15 16 23 136 36 39 122 41 71 17 78 29 94 124 94 21 28 26 33 1 split_gain=15.3152 26.6042 66.5894 28.004 23.5059 19.2806 16.9107 15.7336 19.8343 20.6808 15.5953 39.8892 48.1087 37.19 37.764 37.8131 31.4871 28.0235 26.024 31.3346 25.2598 38.7525 31.107 23.4163 40.9984 24.2875 36.8972 32.6849 42.659 34.3148 threshold=63.939998626708991 133.50000000000003 997.54998779296886 0.80620828270912182 3.7050000429153447 4.7349998950958261 6.9500000476837167 8.2500000000000018 4.4349999427795419 12.250000000000002 3.6650000810623173 13.344999790191652 7.8849999904632577 0 8.5500001907348651 11.449999809265138 -0.74892720580101002 7.5499999523162851 295.69613647460943 14.039999961853029 21.435000419616703 1007.0499877929689 0.16559429466724399 -0.87878364324569691 0.14839550852775577 7.3550000190734872 997.54998779296886 193.50000000000003 13.050000190734865 160.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 -2 -3 6 -4 8 -1 -10 -9 12 23 17 -15 -16 20 -13 19 -14 -17 22 -22 24 -12 26 -26 28 -27 -30 right_child=1 4 5 -5 -6 -7 -8 10 9 -11 11 13 18 14 15 16 -18 -19 -20 -21 21 -23 -24 -25 25 27 -28 -29 29 -31 leaf_value=0.014257367875098306 0.069133114731785933 0.0055373191611142831 0.0091296005645882441 0.018203199166312533 -0.02728574722229193 -0.002571315100975303 -0.018793835602455625 4.809938101499492e-05 -0.0047363169694543267 0.0023221930951647807 -0.0067828324870462479 0.0096851733011531268 -0.005587095416746346 0.038521863733019149 -0.003601916410956342 0.0024061778715880142 -0.0001540397541882518 0.001371135672027156 -0.00058071469979186147 0.0022520488430509511 0.011114203968915989 0.0072320974688998788 0.056092017965856944 -0.00056930726571175437 0.058014140609237888 0.016232804794856386 -0.0021525907454853898 0.0099432577091268844 0.028899408521829175 0.10103813288185526 leaf_weight=170 55 100 1112 53 120 734 57 1251586 4400 1358 491 1746 12311 63 6668 3482 22900 2416 5060 1422 74 855 80 12794 27 123 453 634 32 34 leaf_count=170 55 100 1112 53 120 734 57 1251586 4400 1358 491 1746 12311 63 6668 3482 22900 2416 5060 1422 74 855 80 12794 27 123 453 634 32 34 internal_value=2.45872e-06 0.00414167 0.00594759 0.0441397 -0.0123662 0.0037801 0.00776806 -4.48885e-06 -0.00257465 -0.0030716 7.02514e-06 -0.000710312 -0.0019736 0.00039119 -0.000153716 -0.000225301 0.000596694 0.00484731 -0.00364597 -0.00477538 0.00442475 0.0113907 0.0344793 0.000180827 0.00553045 0.0101704 0.00123179 0.0153836 0.0336334 0.0660618 internal_weight=1.33141e+06 2231 2011 108 220 1903 1169 1.32918e+06 5928 5758 1.32325e+06 71665 33381 38284 34122 34059 27391 4162 18793 13733 4491 1009 154 14588 1794 1303 480 823 189 66 internal_count=1331410 2231 2011 108 220 1903 1169 1329179 5928 5758 1323251 71665 33381 38284 34122 34059 27391 4162 18793 13733 4491 1009 154 14588 1794 1303 480 823 189 66 cat_boundaries=0 1 cat_threshold=8 is_linear=0 shrinkage=0.05 Tree=224 num_leaves=31 num_cat=2 split_feature=125 8 15 127 31 28 123 124 2 11 136 28 8 16 17 43 28 136 31 36 41 11 30 31 6 36 76 84 30 19 split_gain=15.1163 44.19 32.7234 28.9432 37.0573 52.6786 31.1948 30.7056 38.6474 66.8987 36.372 38.4743 34.3135 38.9753 30.0607 28.2046 27.829 39.4487 31.1155 27.4032 26.4532 26.1084 33.7615 25.5918 25.3739 25.1103 26.9726 25.3031 23.7224 23.6054 threshold=0.94828754663467418 6.7500000000000009 1.0049999952316286 0.83385404944419872 1018.4500122070314 1017.8500061035157 0.49240480363368994 -0.8338540494441985 190.50000000000003 9.6500000953674334 0 997.54998779296886 5.9500000476837167 18.219999313354496 9.5450000762939471 15.750000000000002 1020.9500122070314 1 1022.8500061035157 10.050000190734865 8.7500000000000018 16.94999980926514 1015.4500122070314 1023.7500000000001 8.0500001907348651 13.150000095367433 19.394999504089359 0.77533558011055004 1012.2500000000001 15.405000209808351 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 7 14 15 8 10 -10 11 -1 24 21 -6 23 18 20 -8 -13 -18 25 -23 -7 -12 27 -27 -14 29 -15 right_child=1 2 -4 -5 5 6 16 -9 9 -11 12 19 13 28 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.013609420987317941 -0.00026793006395008551 0.0092884565098133726 0.0014128448772402699 -0.00055282573317243949 -0.00014656806722078585 0.00035399824755333645 0.00017009657531606546 2.9032417620147518e-05 -0.00038222973851750777 0.0060213069854186518 -0.0010041822583918209 -0.0050035778004815772 -0.0042948246119850937 0.042992863525717483 0.0034515835872831143 0.012635541125059295 -0.0012705690801599777 -0.0045628178170220024 0.007426559424584072 -4.2788565106807361e-05 0.0034106887358292069 1.4635675785693999e-05 0.027905296553568593 0.0021004067249529358 0.012714205058436019 -0.0034747210336257099 0.0048149224981191147 -0.008985701681953083 0.0032490395999685215 -0.0030157248093746602 leaf_weight=489 74856 1353 52416 233243 7753 116813 18701 635207 31026 4696 14665 3082 8402 92 23099 494 20799 8409 1604 28773 3530 1679 116 25569 345 8404 1111 4370 274 40 leaf_count=489 74856 1353 52416 233243 7753 116813 18701 635207 31026 4696 14665 3082 8402 92 23099 494 20799 8409 1604 28773 3530 1679 116 25569 345 8404 1111 4370 274 40 internal_value=2.33579e-06 0.000517526 0.00161102 -5.27583e-05 6.75431e-05 0.000626988 0.000324577 -0.000103258 -0.000884482 0.000459577 -0.00155279 -0.000308993 -0.00257057 -0.00372502 0.00254738 0.000708998 -0.000710895 -0.00161284 0.000743323 -0.000522749 -0.000591102 -0.00398402 0.00181704 0.000667619 -0.00068887 -0.00445124 -0.0025068 -0.00589983 0.0116378 0.0290509 internal_weight=1.33141e+06 128625 53769 1.20278e+06 969542 226771 195919 742771 107564 35722 71842 32344 39498 24488 30852 142876 53043 32738 20305 31855 24329 24082 1795 142382 15010 22287 9515 12772 406 132 internal_count=1331410 128625 53769 1202785 969542 226771 195919 742771 107564 35722 71842 32344 39498 24488 30852 142876 53043 32738 20305 31855 24329 24082 1795 142382 15010 22287 9515 12772 406 132 cat_boundaries=0 1 2 cat_threshold=6564 734 is_linear=0 shrinkage=0.05 Tree=225 num_leaves=31 num_cat=1 split_feature=131 13 28 31 31 17 28 63 12 13 28 3 22 122 55 108 64 136 84 131 36 80 131 60 77 54 28 4 12 55 split_gain=16.0747 16.7522 16.2468 47.8573 40.0241 67.4713 33.9037 31.6794 30.4913 30.0451 56.8418 58.3895 56.7574 34.2899 28.6933 39.4527 38.3253 34.2389 32.5626 27.06 31.5684 40.1253 48.6065 47.7277 30.9019 25.7581 23.9872 22.5896 21.4828 21.3793 threshold=340.50000000000006 3.4650000333786015 1009.5499877929689 1008.4500122070314 1010.8500061035157 9.5450000762939471 997.54998779296886 0.81731915473937999 4.0050001144409189 2.995000004768372 1007.4500122070314 292.50000000000006 8.1750001907348651 0.55191597342491161 102.8050003051758 0.24820543825626376 67.155002593994155 0 0.70308452844619762 184.50000000000003 10.750000000000002 233.17897033691409 174.50000000000003 0.87293145060539257 32.254999160766609 29.865000724792484 1007.1499938964845 19.85000038146973 2.1350001096725468 24.755000114440922 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 25 14 7 -7 -6 -9 10 11 29 -13 -11 16 19 -1 18 -18 20 -16 22 -22 26 -25 -4 -23 -5 -14 -8 right_child=1 -3 3 27 5 6 9 8 -10 13 -12 12 28 -15 15 -17 17 -19 -20 -21 21 23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00024552084279261488 -0.0018232867340853686 -0.011020462460623397 -0.0023114058556540184 -2.4318914079403125e-05 -0.0014855186242800286 -0.0060141805044867675 0.017482453847128317 0.011292357723278976 0.076148270877699056 0.0052402857955107284 0.0064032573291530189 0.024603130777777975 0.041743224924025331 -0.0090071424378682149 -0.01302860408458369 -0.0037576194635423562 0.070754095281545942 -0.0073362768849323011 0.006897974733891356 -0.0056526317259362174 0.0054558690912444854 0.046948951914203743 0.079122531001010674 0.0034421226834777854 0.051415527879427637 -0.0091470528562549586 0.0099975327859548012 0.04952805495375525 0.10114508976901158 -0.0038812799059497328 leaf_weight=126839 4106 563 9939 1168161 5954 557 668 74 24 2248 4058 129 23 520 116 805 26 2355 86 251 847 218 23 241 39 1600 55 23 45 142 leaf_count=126839 4106 563 9939 1168161 5954 557 668 74 24 2248 4058 129 23 520 116 805 26 2355 86 251 847 218 23 241 39 1600 55 23 45 142 internal_value=-3.66491e-06 -0.00293231 6.64666e-06 -5.49939e-05 0.000503553 0.00300249 0.00590507 -0.00102141 0.0271754 0.00675264 0.00904185 0.0196748 0.0440885 0.00256375 0.000229942 0.00543561 0.000125471 -0.0060468 0.0199412 0.00957 0.0120527 0.0140973 0.00740338 0.0246284 0.0101241 -0.00325924 0.0395045 -2.33433e-05 0.0810533 0.0137372 internal_weight=1.33074e+06 4669 1.32607e+06 1.17972e+06 146343 14442 8390 6052 98 7833 5065 1007 197 2768 131901 2595 129306 2467 112 1790 1539 1423 870 553 280 11539 273 1.16818e+06 68 810 internal_count=1330735 4669 1326066 1179723 146343 14442 8390 6052 98 7833 5065 1007 197 2768 131901 2595 129306 2467 112 1790 1539 1423 870 553 280 11539 273 1168184 68 810 cat_boundaries=0 1 cat_threshold=4100 is_linear=0 shrinkage=0.05 Tree=226 num_leaves=31 num_cat=4 split_feature=23 64 5 11 122 12 31 125 136 41 28 31 28 22 136 19 120 21 2 31 11 120 136 20 136 31 5 8 52 78 split_gain=15.071 32.7991 31.5686 28.9451 19.6916 19.4769 18.16 48.4214 84.0005 43.4805 39.3016 44.5847 39.1838 39.9819 37.9948 34.9232 34.2181 33.3313 58.5862 40.8839 33.1016 31.1187 48.3479 44.1301 30.6789 30.6152 30.2716 29.2924 29.2037 31.6095 threshold=4.9149999618530282 1.5249999761581423 6.0499999523162851 9.7500000000000018 -0.97988739609718312 0.66500002145767223 1018.4500122070314 -0.19936034083366391 0 13.949999809265138 1020.2500000000001 1021.9500122070314 1016.4500122070314 6.4149999618530282 1 14.550000190734865 -0.77159520983695973 5.5750000476837167 232.50000000000003 1012.7500000000001 11.050000190734865 0.55191597342491161 2 4.5750000476837167 3 1013.9500122070314 12.449999809265138 11.750000000000002 7.9749999046325692 6.6050000190734872 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 left_child=1 2 3 -1 -4 -2 12 8 9 15 11 -10 17 -14 -9 20 -16 18 19 -7 26 -21 -23 -24 -15 -26 28 -25 -8 -30 right_child=5 -3 4 -5 -6 6 7 14 10 -11 -12 -13 13 24 16 -17 -18 -19 -20 21 -22 22 23 27 25 -27 -28 -29 29 -31 leaf_value=0.0007052076105558947 -0.0016826652328375915 0.003358835477185752 -0.0039373606765194056 0.0049931688676878192 -0.00040283370896444299 -0.00060140384566072507 0.0036062492159133555 0.00054503456528340614 0.0013231632796155157 0.036054415570753111 -0.00066871847340670403 0.0087948007312310082 0.00023269562900299327 -0.00029858982945209965 0.00083900236065032876 0.00093636043215975645 -0.0010473238487642305 0.00019083601824034511 -0.0013997304890258928 0.0021548172646473937 0.018479602220500362 0.0042243687100789965 0.067919949652708103 0.0079162233725803867 -0.0056705300455543893 -0.0016187915588368605 -0.030524179573719376 0.031218838305104569 0.014956560387515472 0.0055206372391147125 leaf_weight=33701 17891 9942 4774 4456 22572 13492 7702 145714 21127 108 32025 2205 67307 50691 31164 5519 105193 572518 84221 10209 489 1785 46 346 4965 76454 59 221 1393 2446 leaf_count=33701 17891 9942 4774 4456 22572 13492 7702 145714 21127 108 32025 2205 67307 50691 31164 5519 105193 572518 84221 10209 489 1785 46 346 4965 76454 59 221 1393 2446 internal_value=-3.48442e-06 0.000682876 0.000276721 0.00120596 -0.00101988 -4.47358e-05 -2.10537e-05 0.000280849 0.00142791 0.00442348 0.000468353 0.00202927 -0.000142582 -0.000759183 -1.63074e-05 0.00423198 -0.000616164 3.74909e-05 -0.000758311 0.00131154 0.00573653 0.00335877 0.00848434 0.0204859 -0.00126452 -0.00186564 0.00519934 0.0169989 0.00538197 0.00894451 internal_weight=1.33074e+06 75445 65503 38157 27346 1.25529e+06 1.2374e+06 355144 73073 17716 55357 23332 882255 199417 282071 17608 136357 682838 110320 26099 12089 12607 2398 613 132110 81419 11600 567 11541 3839 internal_count=1330735 75445 65503 38157 27346 1255290 1237399 355144 73073 17716 55357 23332 882255 199417 282071 17608 136357 682838 110320 26099 12089 12607 2398 613 132110 81419 11600 567 11541 3839 cat_boundaries=0 1 2 3 4 cat_threshold=582 1817 7585 6328 is_linear=0 shrinkage=0.05 Tree=227 num_leaves=31 num_cat=3 split_feature=93 107 78 33 39 28 31 31 16 136 23 136 31 28 118 19 20 23 18 124 20 23 64 110 72 53 23 35 136 31 split_gain=14.7036 19.2114 19.1386 16.2617 27.8548 19.0657 48.6937 44.9534 51.4631 31.7252 30.1722 33.2253 31.588 32.1776 31.4121 33.7031 57.8013 32.5094 30.6119 30.1198 29.4586 26.2068 24.8861 24.6863 25.7493 25.6902 24.1301 26.8216 25.8085 32.8667 threshold=-0.82974782586097706 1.0000000180025095e-35 25.275000572204593 16.550000190734867 16.44999980926514 1015.0499877929689 1013.1499938964845 1015.6499938964845 8.7100000381469744 0 5.5850000381469735 1 1017.1499938964845 1016.7500000000001 0.6755644977092744 14.550000190734865 8.7449998855590838 8.7650003433227557 14.550000190734865 0.66259482502937328 6.7149999141693124 8.8249998092651385 55.98500061035157 -0.69335895776748646 0.8121355175971986 21.724999427795414 10.105000019073488 10.449999809265138 2 1022.0499877929689 decision_type=2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 -1 -3 5 -5 7 9 -2 -9 -7 11 -8 -12 23 15 16 21 18 -18 26 -13 -15 -16 24 -14 -26 27 28 -10 -30 right_child=3 2 -4 4 -6 6 10 8 19 -11 12 20 13 14 22 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.00043491300834147783 0.00019944329257072946 -0.0026601205378910617 -0.016015266938053104 -0.002693746185838836 -0.0002345368367541523 -7.0546885894963524e-06 -0.0011310051945037766 -0.00059133617666594796 0.003085003987850595 -0.0045300427793511571 -0.00075886953673023818 0.0010368701255060542 0.0050736872479204085 -9.7982289639006489e-05 -0.0013707492146986127 -0.0006401651577613418 0.0049428778889245321 0.00093769616153303577 0.00042191075102010478 0.00090278451123325528 0.0047915684825799998 0.0020466140562920491 0.0048634284516397954 0.0014627684022608227 0.0059357721333591533 0.042879372204993375 -0.0010872226220406389 0.0038186235306055128 0.011262846654381651 0.065769712414060322 leaf_weight=136337 391985 924 378 12937 104727 6381 16893 14166 1350 9894 145678 66273 504 157347 49775 91416 13647 24461 5160 10395 5671 15663 1654 29011 84 107 1913 13723 2253 28 leaf_count=136337 391985 924 378 12937 104727 6381 16893 14166 1350 9894 145678 66273 504 157347 49775 91416 13647 24461 5160 10395 5671 15663 1654 29011 84 107 1913 13723 2253 28 internal_value=-3.30852e-06 -0.00049264 -0.00653742 5.31422e-05 -0.000504924 0.000114201 -5.95773e-05 0.000369245 0.0018879 -0.00275949 1.09151e-05 0.000864191 -0.000130902 0.000104371 -2.64474e-05 0.000164732 0.000504945 0.00213944 0.00370248 0.00307194 0.00133265 9.6173e-05 -0.00117025 0.00168586 0.0109983 0.0266319 0.00424225 0.00482974 0.00865116 0.0118799 internal_weight=1.33074e+06 137639 1302 1.1931e+06 117664 1.07543e+06 639619 435813 43828 16275 623344 88837 534507 388829 359123 307694 216278 43268 18807 29662 71944 173010 51429 29706 695 191 19267 17354 3631 2281 internal_count=1330735 137639 1302 1193096 117664 1075432 639619 435813 43828 16275 623344 88837 534507 388829 359123 307694 216278 43268 18807 29662 71944 173010 51429 29706 695 191 19267 17354 3631 2281 cat_boundaries=0 1 2 3 cat_threshold=6288 1056 6753 is_linear=0 shrinkage=0.05 Tree=228 num_leaves=31 num_cat=5 split_feature=131 15 7 20 136 63 5 106 127 0 136 24 3 125 115 126 8 17 126 71 127 136 123 5 8 136 136 76 16 30 split_gain=14.6494 14.672 14.3159 26.9759 65.7873 36.595 35.6399 28.0739 25.7416 35.8167 68.536 45.9766 36.3798 35.2348 32.6453 32.2343 32.0805 48.1324 30.452 29.7358 30.5063 29.5214 26.9559 31.316 26.2438 35.5807 25.8152 25.6267 25.2708 25.0282 threshold=341.50000000000006 3.2050000429153447 2.7500000000000004 6.9349999427795419 0 0.71214440464973461 8.7500000000000018 -0.96847930550575245 0.58068084716796886 196.50000000000003 1 283.50000000000006 127.50000000000001 -0.35019405186176294 -0.81408452987670887 -0.36648726463317866 7.6499998569488534 9.5450000762939471 0.87878364324569713 279.32334899902349 -0.84335932135581959 2 -0.44618082046508784 7.9500000476837167 7.1499998569488534 3 4 32.715000152587898 20.524999618530277 997.54998779296886 decision_type=2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 1 2 2 2 left_child=2 -2 3 4 5 7 -6 -1 9 11 12 28 -11 16 -14 24 -10 -18 22 -12 -21 -20 -15 -24 -13 29 -25 -5 -4 -26 right_child=1 -3 8 27 6 -7 -8 -9 13 10 19 15 14 18 -16 -17 17 -19 21 20 -22 -23 23 26 25 -27 -28 -29 -30 -31 leaf_value=0.013229399040437937 -0.0015372917280994053 -0.009120708813377577 0.0005376335697458522 -0.00066759938567519334 4.4619005184170294e-05 0.013589205840480127 -0.0037840662478479158 0.0022065922545534944 0.0011303303599730853 -0.0013316425186248771 0.00010037254351761485 -0.00087585066134256747 0.0042598517692044114 -0.00027726663406729506 0.0012429064610021067 -0.0001003363951562006 -0.0071216531333514535 0.010506543777238118 -0.0021871883271062753 0.005250777582055703 0.0011006142596347733 0.00050326232212911113 -0.00074358130362358948 -0.0074666855833468845 0.04693592714266507 -0.0056663677364669875 -0.0023511041873060172 0.0064175709485490787 0.011400409036386953 -0.0012807990652441048 leaf_weight=598 3440 783 110777 211117 128103 789 6381 16968 20547 5179 155341 23106 24010 266548 14311 52610 479 2021 10893 5146 31732 157286 46146 2980 27 8842 14332 1284 538 8421 leaf_count=598 3440 783 110777 211117 128103 789 6381 16968 20547 5179 155341 23106 24010 266548 14311 52610 479 2021 10893 5146 31732 157286 46146 2980 27 8842 14332 1284 538 8421 internal_value=-3.14406e-06 -0.00294336 6.21621e-06 -0.00026026 0.0002463 0.00305334 -0.000137034 0.00258184 0.000107465 0.000389066 0.000809043 -9.54492e-05 0.002601 -0.000130271 0.00313317 -0.000915996 0.00178103 0.00712898 -0.000218692 0.000403358 0.00167973 0.000328901 -0.000497758 -0.00142391 -0.00197828 -0.00345153 -0.00323735 -0.000624768 0.000590135 -0.00112537 internal_weight=1.33074e+06 4223 1.32651e+06 365240 152839 18355 134484 17566 961272 440040 235719 204321 43500 521232 38321 93006 23047 2500 498185 192219 36878 168179 330006 63458 40396 17290 17312 212401 111315 8448 internal_count=1330735 4223 1326512 365240 152839 18355 134484 17566 961272 440040 235719 204321 43500 521232 38321 93006 23047 2500 498185 192219 36878 168179 330006 63458 40396 17290 17312 212401 111315 8448 cat_boundaries=0 1 2 3 4 5 cat_threshold=1290 409 3074 6884 2212 is_linear=0 shrinkage=0.05 Tree=229 num_leaves=31 num_cat=4 split_feature=31 3 136 14 110 78 28 43 95 136 31 31 125 136 28 5 43 125 8 11 108 15 122 39 12 1 136 14 20 83 split_gain=13.9535 35.391 41.2156 25.5129 24.4437 23.772 22.991 42.8046 42.867 33.5081 34.2074 32.668 67.8815 27.5723 26.5139 29.1089 27.0881 24.9728 31.4809 24.4752 27.4087 24.023 22.9535 22.9527 22.2816 22.5173 22.2776 22.2612 23.2248 29.5999 threshold=1023.5499877929689 125.50000000000001 0 2.1550000905990605 -0.69335895776748646 26.345000267028812 1019.7500000000001 11.150000095367433 -0.33244161307811732 1 1018.4500122070314 1019.2500000000001 0.026175950653851036 2 1017.3500061035157 8.6500000953674334 14.050000190734865 0.9536806344985963 4.9500000476837167 5.9500000476837167 -0.84033736586570729 5.555000066757203 -0.14780378341674802 8.9499998092651385 4.9549999237060556 100.50000000000001 3 3.435000061988831 8.6250000000000018 286.73254394531256 decision_type=2 2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=6 -2 24 -4 5 -5 11 8 -8 21 -11 17 13 -13 15 19 -16 23 -19 -15 -21 -10 -20 -1 25 -3 -14 28 -27 -30 right_child=1 2 3 4 -6 -7 7 -9 9 10 -12 12 26 14 16 -17 -18 18 22 20 -22 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=-0.0027690403574646603 -0.00086115717263587997 0.00011766137847007117 0.001653647740603834 0.0041917264844394389 -0.00099965249468815564 0.040268404700158945 0.0016530096574912259 0.0014612808654579622 -0.00023281086141548887 -0.0045421261700444209 -0.0014169579665147824 0.0011072951142729447 -0.0024013760431007519 0.007481673038767532 0.0031443406472262967 0.0018538954991718006 0.043864659531178268 -0.00030535728881073479 0.00083190330715301455 0.05269804072494691 0.015381372512917938 -0.013237248877569163 0.0033331338750984562 -7.8387191136839937e-05 -0.012556306853551759 0.0040003500520121764 0.0004735606077474538 -0.00012532928080074036 0.013670567394417955 0.0034904100308611498 leaf_weight=7996 28005 3962 20783 135 20446 69 15500 22924 67719 10047 68152 9168 7975 1754 10530 1277 41 30668 22585 52 916 357 15445 906615 220 9053 43149 2300 1607 1285 leaf_count=7996 28005 3962 20783 135 20446 69 15500 22924 67719 10047 68152 9168 7975 1754 10530 1277 41 30668 22585 52 916 357 15445 906615 220 9053 43149 2300 1607 1285 internal_value=-2.99331e-06 0.000605941 0.00129231 0.000416796 -0.00082782 0.0163941 -4.60421e-05 -0.000560775 -0.000847307 -0.00111225 -0.00181825 4.38023e-05 0.00105066 0.00326022 0.00461099 0.008082 0.00330228 -3.28525e-05 0.000886548 0.0110039 0.017386 -0.000300964 0.00184772 -0.00010191 0.00325891 0.0034518 2.47127e-05 0.00437913 0.00524646 0.00914723 internal_weight=1.33074e+06 87865 59860 41433 20650 204 1.24287e+06 184699 161775 146275 78199 1.05817e+06 74862 23738 14570 3999 10571 983309 68698 2722 968 68076 38030 914611 18427 18207 51124 14245 11945 2892 internal_count=1330735 87865 59860 41433 20650 204 1242870 184699 161775 146275 78199 1058171 74862 23738 14570 3999 10571 983309 68698 2722 968 68076 38030 914611 18427 18207 51124 14245 11945 2892 cat_boundaries=0 1 2 3 4 cat_threshold=531 220 7216 132 is_linear=0 shrinkage=0.05 Tree=230 num_leaves=31 num_cat=2 split_feature=124 9 7 11 84 31 136 136 12 122 15 39 64 117 71 120 124 80 115 28 13 0 123 38 20 7 31 32 40 21 split_gain=17.8258 32.1753 24.7986 24.1175 21.254 20.3615 21.8239 16.3576 39.7399 30.2592 26.7136 29.4573 27.2924 33.8889 40.9118 44.8367 26.0049 23.2546 24.7387 20.2366 23.0744 26.4329 24.8727 21.3649 20.7387 32.4924 23.5709 26.6751 68.913 23.2497 threshold=-0.98321744799613942 8.5500001907348651 9.8499999046325701 22.050000190734867 0.73513635993003856 1019.6499938964845 0 1 1.5950000286102297 -0.70088258385658253 1.985000014305115 9.2500000000000018 84.40000152587892 -0.82409480214118946 288.54357910156256 -0.35019405186176294 0.87032255530357372 336.66778564453131 -0.47714059054851526 1002.0499877929689 2.2949999570846562 282.50000000000006 0.70088258385658275 12.650000095367433 7.5950000286102304 7.9500000476837167 1010.8500061035157 9.2500000000000018 6.6499998569488534 10.864999771118166 decision_type=2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -3 -1 -7 8 -2 -10 -11 -12 16 -14 -15 -16 19 -9 -19 20 -13 22 -22 -24 -21 -26 29 28 -28 -27 right_child=7 3 -4 -5 -6 6 -8 17 9 10 11 12 13 14 15 -17 -18 18 -20 24 21 -23 23 -25 25 26 27 -29 -30 -31 leaf_value=-0.00094674094925160934 -0.00085684634863747238 -0.0014745480004100138 0.0067545510933164701 0.01612323780258813 -0.0055546255295495723 0.0069322558939774034 0.00032285678467975601 -3.513943915767265e-06 0.0039135038214809618 0.002271028027452725 -0.0093188926456735186 0.041111447010189296 0.065743967450152221 -0.0050920891401228753 0.049383740136399873 0.0097078362773490058 0.0012664714555518444 -0.0059112959021005622 0.00088458037088013936 -0.002312973019617024 0.011162880431049448 -0.040935814416696949 -0.01482383366166592 0.013527190944866383 -0.00084633890182830157 -0.0027827158895175545 0.012102455362273605 0.0052702036935600681 0.087326178795525011 0.039178569410818029 leaf_weight=29737 36774 7176 1251 162 5749 1744 4355 1134559 8511 23273 784 45 26 346 90 341 35544 3396 2211 14391 698 31 211 97 14709 1135 234 2356 35 34 leaf_count=29737 36774 7176 1251 162 5749 1744 4355 1134559 8511 23273 784 45 26 346 90 341 35544 3396 2211 14391 698 31 211 97 14709 1135 234 2356 35 34 internal_value=6.93307e-06 -0.000917562 -0.000165418 -0.00304905 -0.00328935 -0.000406987 0.0022247 4.31766e-05 0.00055389 0.00105815 0.000800661 0.000319416 0.000426869 0.00959202 0.00771306 0.0179928 0.000321006 -1.9388e-05 -0.00323149 -0.000668092 0.00606008 0.00453904 0.00594036 -0.0058951 -0.000889406 0.000217796 0.00434335 0.00697333 0.0218899 -0.00156229 internal_weight=1.33e+06 50174 37087 13087 12925 35836 6099 1.27983e+06 139665 102891 94380 71107 70323 803 777 431 69520 1.14017e+06 5607 33976 1082 1037 1006 308 32894 18503 3794 2625 269 1169 internal_count=1330005 50174 37087 13087 12925 35836 6099 1279831 139665 102891 94380 71107 70323 803 777 431 69520 1140166 5607 33976 1082 1037 1006 308 32894 18503 3794 2625 269 1169 cat_boundaries=0 1 2 cat_threshold=4678 24 is_linear=0 shrinkage=0.05 Tree=231 num_leaves=31 num_cat=0 split_feature=124 9 7 11 84 31 81 33 35 76 35 132 97 135 111 125 37 6 55 87 109 77 103 13 28 8 2 55 67 15 split_gain=16.0852 29.0403 22.3801 21.7661 19.1817 18.3835 15.709 16.7816 47.2257 40.5955 39.6233 29.2725 30.8298 29.7785 45.4738 28.8684 26.364 23.6623 23.1554 22.9188 23.426 35.9951 28.5191 31.6699 36.8436 30.4009 28.6541 67.7026 24.8469 23.7455 threshold=-0.98321744799613942 8.5500001907348651 9.8499999046325701 22.050000190734867 0.73513635993003856 1019.6499938964845 338.91448974609381 12.449999809265138 12.250000000000002 22.32499980926514 12.949999809265138 1019.9500122070314 -0.95504966378211964 1020.3500061035157 -0.37521885335445399 0.9170251488685609 13.550000190734865 10.150000095367433 5.2149999141693124 0.87772306799888622 0.62374889850616466 0.79500001668930065 0.13545365631580356 2.3149999380111699 1006.4500122070314 8.3499999046325701 228.50000000000003 6.2149999141693124 58.699998855590827 4.3550000190734872 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -3 -1 7 8 11 -10 17 13 -13 19 -15 -11 18 -9 -16 20 21 -2 23 25 26 -23 -25 -28 29 -29 right_child=6 3 -4 -5 -6 -7 -8 10 9 15 -12 12 -14 14 16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31 leaf_value=-0.00089940390142287299 0.009658838064136548 -0.0014008206142018529 0.0064168235643301394 0.015317075958704169 -0.0052768942615270048 0.0021140599944181751 -0.0018444161829894827 -0.0006897485102858534 0.00096369690275377527 0.0033686608991902465 6.4707638237091868e-05 0.0052663967988248114 -0.0068099283889494072 0.077832806512713446 0.018805414798788708 0.01158279084088891 0.064968512081541127 -0.0029897670658657637 -0.0033680138886218141 -0.0010852423595969262 -2.5810003636663258e-05 -0.00023442622122864958 0.0012528114064416663 0.0019755171423829999 -0.0035556091993461502 0.0047418067157485987 0.10936419328209013 0.012728607476647223 -0.0077086805680160785 0.065652921387264807 leaf_weight=29737 1141 7176 1251 162 5749 6099 10953 107847 71736 8629 608989 652 2790 25 210 1221 20 12476 268 37874 305837 15666 77114 1515 10850 3817 20 67 83 31 leaf_count=29737 1141 7176 1251 162 5749 6099 10953 107847 71736 8629 608989 652 2790 25 210 1221 20 12476 268 37874 305837 15666 77114 1515 10850 3817 20 67 83 31 internal_value=6.58914e-06 -0.000871612 -0.000157049 -0.0028966 -0.00312489 -0.000386536 4.10178e-05 5.72929e-05 0.000268696 0.00137698 -9.9109e-05 7.12621e-05 -0.00452237 0.000106048 0.01203 0.00438688 0.00872667 -0.000928232 0.00637345 9.23118e-05 0.000199484 0.00082415 0.000731808 -0.000521794 -0.00247891 0.000740489 0.00432892 0.0220673 0.0124212 0.02947 internal_weight=1.33e+06 50174 37087 13087 12925 35836 1.27983e+06 1.26888e+06 539566 81586 729312 457980 3442 454538 523 9850 498 120323 478 454015 416141 110304 109163 32049 12566 19483 1716 201 181 98 internal_count=1330005 50174 37087 13087 12925 35836 1279831 1268878 539566 81586 729312 457980 3442 454538 523 9850 498 120323 478 454015 416141 110304 109163 32049 12566 19483 1716 201 181 98 is_linear=0 shrinkage=0.05 Tree=232 num_leaves=31 num_cat=1 split_feature=15 16 19 71 65 7 43 79 28 99 123 132 122 13 36 27 120 17 84 36 29 30 136 115 39 77 121 24 35 8 split_gain=14.6597 33.847 29.254 29.2066 26.361 26.0297 28.6823 33.0339 25.994 25.7549 27.865 25.6709 23.8423 27.409 23.6309 30.1218 51.4907 26.5822 23.0335 22.8484 26.3377 22.3448 21.9456 21.2657 22.3422 20.2701 18.8239 18.7746 18.1881 24.5991 threshold=3.8649998903274541 14.550000190734865 8.7100000381469744 292.45614624023443 84.009998321533217 12.34999990463257 0.15000000223517421 23.474999427795414 1022.4500122070314 -0.76032277941703785 0.87032255530357372 1016.0499877929689 0.43049471080303198 4.4849998950958261 13.650000095367433 173.50000000000003 0.078456107527017607 13.344999790191652 0.84577104449272167 8.4499998092651385 1014.3500061035157 1012.5499877929689 0 0.026175950653851036 12.750000000000002 35.754999160766609 -0.35019405186176294 265.50000000000006 12.050000190734865 7.9500000476837167 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=5 2 -2 4 12 19 9 -8 18 22 21 -5 13 27 15 16 -15 -16 -3 20 -1 23 28 -11 -25 -6 -22 -4 -7 -30 right_child=1 8 3 11 25 6 7 -9 -10 10 -12 -13 -14 14 17 -17 -18 -19 -20 -21 26 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0099468599785239517 0.0054631689851452935 0.0022192632929303002 0.0017852368903034184 0.00057155801461897086 -0.0037549781921397637 0.0046446132732126926 0.0002107409795026326 -0.0086054798703995173 -0.0029729616808819755 -0.001008803781858796 0.035715298888093813 -0.012179824144880447 -0.0063721210006134777 -0.012996986490629969 -0.018642774413851645 0.0029837512751345369 0.094210541341453791 0.0026915414486035345 -0.0042600088286067405 1.8127307593342664e-05 -0.004927153199378689 0.0021575488161254433 0.0024489660662648386 -0.020398097673734263 0.0024502316366036771 -0.016378742496436682 0.0016738980967781131 -0.0036100166879928933 0.0229424138550882 0.00772482975239497 leaf_weight=1149 1358 15482 1856 10577 639 2527 7968 1226 3713 4053 57 410 3552 21 276 3174 24 310 1505 1235134 2040 8736 7189 301 166 633 2295 12288 364 982 leaf_count=1149 1358 15482 1856 10577 639 2527 7968 1226 3713 4053 57 410 3552 21 276 3174 24 310 1505 1235134 2040 8736 7189 301 166 633 2295 12288 364 982 internal_value=6.25969e-06 -0.000786853 -0.00173214 -0.00202157 -0.00304307 4.10034e-05 0.00141485 -0.000964883 0.000816846 0.00231246 0.000830943 9.57169e-05 -0.00262931 -0.00188863 0.00187845 0.00355966 0.0441804 -0.0073567 0.00164522 3.82947e-06 -0.0032164 0.000680943 0.00409545 -0.00217296 -0.0122764 -0.0100371 -0.00143248 -0.00290204 0.0071269 0.0118401 internal_weight=1.33e+06 55818 35118 33760 22773 1.27419e+06 33569 9194 20700 24375 13313 10987 21501 17949 3805 3219 45 586 16987 1.24062e+06 5484 13256 11062 4520 467 1272 4335 14144 3873 1346 internal_count=1330005 55818 35118 33760 22773 1274187 33569 9194 20700 24375 13313 10987 21501 17949 3805 3219 45 586 16987 1240618 5484 13256 11062 4520 467 1272 4335 14144 3873 1346 cat_boundaries=0 1 cat_threshold=145 is_linear=0 shrinkage=0.05 Tree=233 num_leaves=31 num_cat=1 split_feature=124 9 7 11 84 127 20 27 136 12 14 39 122 124 77 43 37 124 8 111 108 32 39 127 5 93 86 42 112 6 split_gain=14.5107 26.1469 19.9715 19.4658 17.2842 16.3383 15.4237 18.5819 15.3234 36.1785 27.4755 24.8732 23.7124 24.5219 24.8886 45.4547 26.9928 25.519 59.6459 23.4777 23.2409 23.1115 25.4944 22.1783 22.2694 21.9225 21.019 20.6449 20.0352 21.0488 threshold=-0.98321744799613942 8.5500001907348651 9.8499999046325701 22.050000190734867 0.73513635993003856 -0.70088258385658253 6.9749999046325692 221.50000000000003 0 1.5950000286102297 1.6150000095367434 9.2500000000000018 -0.70088258385658253 0.87032255530357372 23.664999961853031 8.5500001907348651 11.750000000000002 0.62249094247818004 8.4499998092651385 0.48995022475719457 0.10160087049007417 10.250000000000002 12.050000190734865 0.97625884413719188 7.1499998569488534 0.12187169864773752 0.81028413772583019 16.94999980926514 -0.91702514886856068 5.4500000476837167 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 6 -1 -3 -8 9 -2 -11 -12 25 14 27 17 -17 21 -19 -20 -15 22 -16 -10 -25 -13 -18 -14 29 -27 right_child=8 3 -4 -5 -6 -7 7 -9 23 10 11 12 13 20 15 16 26 18 19 -21 -22 -23 -24 24 -26 28 -28 -29 -30 -31 leaf_value=-0.0015449654996734976 -0.00081308534691008872 -0.0037765938204913901 0.0060599227821471905 0.014474768131212505 -0.0050083070558451809 0.00060061448268328588 0.010250105743378665 -0.00044226730530034874 2.4701176674881321e-05 0.0043977186157718607 -0.0075946997956221236 -0.0060069298129950587 -0.00047974460708107833 -0.010242302579184374 -0.0067873930927493638 -0.02118143321927312 -0.013078123732469978 0.010431576195941136 0.038743084507144018 0.10874092981219292 0.001574052016270498 0.01192624703933882 0.043674556276312587 -0.00045812072102456694 -0.0029460496419361978 0.0043658825014508814 0.018079410584927617 0.050332358730956921 0.0023773533930671557 0.013892467665176695 leaf_weight=16160 36774 3393 1251 162 5749 19676 463 3320 1091412 5669 871 563 41005 420 343 215 100 137 23 25 45119 828 27 36856 11898 1571 118 20 4918 919 leaf_count=16160 36774 3393 1251 162 5749 19676 463 3320 1091412 5669 871 563 41005 420 343 215 100 137 23 25 45119 828 27 36856 11898 1571 118 20 4918 919 internal_value=5.94762e-06 -0.000828165 -0.000150133 -0.00274963 -0.00296551 -0.00036692 -0.00132895 0.000866368 3.86478e-05 0.000532953 0.00101409 0.000816789 0.000892828 0.000657264 -0.000201417 0.00552663 -0.00861074 0.00995286 0.0272364 0.0752003 0.00146507 0.00728386 -0.00310503 -2.19066e-05 -0.00106528 0.00350469 0.00378696 -0.000454973 0.00422757 0.00788192 internal_weight=1.33e+06 50174 37087 13087 12925 35836 7176 3783 1.27983e+06 139665 102891 97222 96351 88380 42841 1816 433 1383 185 48 45539 1198 370 1.14017e+06 48754 7971 218 41025 7408 2490 internal_count=1330005 50174 37087 13087 12925 35836 7176 3783 1279831 139665 102891 97222 96351 88380 42841 1816 433 1383 185 48 45539 1198 370 1140166 48754 7971 218 41025 7408 2490 cat_boundaries=0 1 cat_threshold=24 is_linear=0 shrinkage=0.05 Tree=234 num_leaves=31 num_cat=3 split_feature=81 125 8 36 136 102 35 38 111 32 35 38 127 31 28 16 136 28 119 19 124 7 40 136 4 16 10 20 23 23 split_gain=14.524 16.5107 45.7324 23.0833 22.7273 20.7638 29.5237 28.9895 22.4521 21.4801 20.9342 19.5716 20.1197 32.909 57.2068 32.8036 29.4751 32.5158 29.9983 40.4304 26.889 30.5019 36.4897 34.5109 68.0509 32.092 30.3024 29.3587 84.2889 44.153 threshold=338.91448974609381 0.93038213253021251 6.4500000476837167 9.2500000000000018 0 0.73667463660240184 9.2500000000000018 10.84999990463257 -0.90038016438484181 8.3499999046325701 12.550000190734865 9.5500001907348651 0.86159634590148937 1018.4500122070314 1017.1499938964845 9.5450000762939471 1 1022.2500000000001 0.59480014443397533 14.550000190734865 -0.82409480214118946 11.84999990463257 10.949999809265138 2 5.4500000476837167 18.219999313354496 5.6499998569488534 7.4349999427795419 8.4650001525878924 6.7850000858306894 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 3 -3 -1 -4 6 9 8 -8 -6 -10 -5 13 20 15 -15 17 -16 19 -18 21 23 25 24 -13 26 -23 28 -22 -29 right_child=-2 2 4 11 5 -7 7 -9 10 -11 -12 12 -14 14 16 -17 18 -19 -20 -21 27 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0018938484500349306 -0.0017991192825868468 -0.00026705641987846717 -0.0021511407689954192 0.0020971434318653756 0.0023159714198549637 0.0010522418312206743 0.060326619846746324 0.0026934133793132904 0.0063298144346209846 -0.0060051854821601778 0.022031291595246232 -3.2960566603372534e-05 -0.00053881975594334845 -0.00017277968408278848 0.00020754484485679638 0.0045190831706727885 0.0018219721171316107 -0.0021925725795207368 -0.00058358607387032834 -0.00022157712432478187 0.00012674804854090099 0.025500572040628375 -0.0054626639394395136 -0.00055832396682196645 -0.0055068869746065785 0.029705761755855445 0.0029286152306118537 0.0016768857563769172 0.0046883808436560962 -0.00079194859759829724 leaf_weight=16594 11055 82601 4002 10858 1670 39899 20 15025 3756 1448 225 11350 169284 5138 46015 13550 73084 20353 32573 36188 444202 153 1207 78916 11361 120 5277 20368 10363 163350 leaf_count=16594 11055 82601 4002 10858 1670 39899 20 15025 3756 1448 225 11350 169284 5138 46015 13550 73084 20353 32573 36188 444202 153 1207 78916 11361 120 5277 20368 10363 163350 internal_value=5.65024e-06 2.07772e-05 0.000517155 -4.22701e-05 0.00149795 0.0017334 0.00296148 0.00370056 0.00748272 -0.00154838 0.00721724 -1.56385e-05 -3.57116e-05 5.17688e-05 0.000579107 0.00322912 0.000341257 -0.000528417 0.000748154 0.0011452 -0.000108481 -0.000836627 0.00241633 -0.00105291 -0.00277003 0.00412983 0.00356462 1.51617e-05 0.000230742 -0.00051824 internal_weight=1.33e+06 1.31895e+06 148646 1.1703e+06 66045 62043 22144 19026 4001 3118 3981 1.15371e+06 1.14285e+06 973568 226901 18688 208213 66368 141845 109272 746667 108384 6757 101627 22711 5550 5430 638283 454565 183718 internal_count=1330005 1318950 148646 1170304 66045 62043 22144 19026 4001 3118 3981 1153710 1142852 973568 226901 18688 208213 66368 141845 109272 746667 108384 6757 101627 22711 5550 5430 638283 454565 183718 cat_boundaries=0 1 2 3 cat_threshold=3106 6304 25 is_linear=0 shrinkage=0.05 Tree=235 num_leaves=31 num_cat=3 split_feature=60 52 105 16 28 64 136 104 84 31 135 78 39 29 12 115 110 136 126 37 54 98 28 136 104 31 91 64 72 31 split_gain=17.4192 51.9326 27.2839 27.0335 20.6953 19.7495 19.3913 20.6456 25.2975 29.4047 24.3527 22.9724 39.3839 23.1162 22.6496 24.7256 21.185 18.7955 22.6343 18.7839 18.4723 18.4181 20.1135 22.197 20.7537 18.1503 17.5566 17.4115 32.5778 21.2133 threshold=0.69734635949134838 15.425000190734865 -0.29522806406021113 12.699999809265138 1026.4500122070315 3.6049998998641972 0 -0.8963375687599181 0.73887938261032116 1019.6499938964845 1023.9500122070314 20.224999427795414 12.34999990463257 1012.2500000000001 6.0650000572204599 -0.88697704672813404 -0.23534072935581204 1 0.13052122294902804 12.650000095367433 14.465000152587892 -0.81905066967010487 1009.4500122070314 2 -0.95600977540016163 1035.6499633789065 -0.99367412924766529 115.05000305175783 0.8093564808368684 1009.9500122070314 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 27 6 4 20 -5 -2 8 11 10 -10 16 -13 14 15 -14 -8 18 -11 -16 -3 22 -7 24 -24 -18 -12 -1 -29 -30 right_child=2 3 -4 5 -6 21 7 -9 9 17 26 12 13 -15 19 -17 25 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=-2.3041447562333032e-05 -0.0012136379775488514 0.0061972405452480938 -0.0032710009035553482 -0.0022453091213272634 0.015167419318387818 0.0073494507732351959 -0.0058979064147309654 -0.00058867296094888041 0.00034251539592413793 0.0098112190124540859 0.048166296886460437 -0.0013906769187689379 0.023336757243637721 0.0046607835193148879 0.088748924060547296 -0.0093606690930406727 -0.00090149985257199526 0.0018273040943124416 0.0027668109844799075 0.023996811639517546 0.0020495771802647154 -0.00056764231312988935 0.007303277589506222 -0.00014028738501444579 0.0020742123865585367 0.045630989915558272 0.0092412359226069409 0.075113035999238492 -0.023812038109729369 0.016860578128067003 leaf_weight=1106168 46117 3657 8371 4406 368 1667 2561 66236 25528 2166 31 1539 278 502 21 73 10041 6006 2408 24 10094 9325 2331 9713 10204 21 442 20 41 147 leaf_count=1106168 46117 3657 8371 4406 368 1667 2561 66236 25528 2166 31 1539 278 502 21 73 10041 6006 2408 24 10094 9325 2331 9713 10204 21 442 20 41 147 internal_value=-1.76928e-05 5.21014e-05 -0.000486648 0.0016 0.00346578 0.000900245 -0.000344522 -4.3943e-06 0.000745015 0.00145508 0.000550806 -0.000979737 0.00346467 0.0117858 0.020818 0.0165364 -0.00183778 0.00367738 0.00608935 0.0542145 0.00315262 0.00131719 0.00205213 0.00165521 0.00304418 -0.000804384 0.0117923 -2.03215e-05 0.0144446 0.00799049 internal_weight=1.33051e+06 1.15814e+06 172365 51765 14119 37646 163994 117877 51641 36581 26001 15060 2437 898 396 351 12623 10580 4574 45 13751 33240 23915 22248 12535 10062 473 1.10638e+06 208 188 internal_count=1330506 1158141 172365 51765 14119 37646 163994 117877 51641 36581 26001 15060 2437 898 396 351 12623 10580 4574 45 13751 33240 23915 22248 12535 10062 473 1106376 208 188 cat_boundaries=0 1 2 3 cat_threshold=1121 772 5143 is_linear=0 shrinkage=0.05 Tree=236 num_leaves=31 num_cat=0 split_feature=104 12 67 110 13 89 135 23 59 36 52 29 28 123 36 29 38 116 79 11 88 130 30 53 83 87 71 64 68 29 split_gain=15.8781 17.1963 24.6057 20.3864 20.9028 28.7786 28.4256 29.0587 26.6413 22.5161 26.7051 17.6261 17.4649 19.5057 16.6718 15.6529 17.8646 18.1701 14.695 22.522 21.1081 18.2072 34.7599 21.573 21.3633 14.6777 40.7083 42.4653 42.0943 43.1922 threshold=0.074858017265796675 4.1849999427795419 46.694999694824226 0.43048426508903509 1.3750000000000002 -0.87495753169059742 1015.0499877929689 5.9649999141693124 224.50270843505862 12.449999809265138 2.5349999666213994 997.45001220703136 1004.1499938964845 0.44618082046508795 10.750000000000002 1018.0499877929689 15.650000095367433 -0.71322327852249134 63.939998626708991 11.250000000000002 -0.91918769478797901 140.50000000000003 997.54998779296886 20.314999580383304 182.96897125244143 0.83266523480415355 289.81954956054693 28.095000267028812 284.18763732910162 1004.7500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 2 3 4 15 6 7 8 -6 10 -10 -4 13 -11 -3 16 17 -2 25 20 -20 22 24 -23 -21 26 27 -1 29 -29 right_child=1 14 11 -5 5 -7 -8 -9 9 12 -12 -13 -14 -15 -16 -17 -18 -19 19 21 -22 23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=3.2899115844266401e-05 0.022894254755258737 0.016288689536008021 0.050924635463763551 -0.0063575908526489373 -0.009548969329237043 -0.0075151558512544575 0.038829832570627332 -0.0025725574439111809 0.081016142698733709 0.0048131643794476989 0.022730021102146971 0.0093029125366255357 0.0015031070376616308 0.068025012832620871 -0.012822958648360305 -0.0017546961533596681 -0.0035217715178559993 0.0066235695273265645 0.039302861084408294 0.063537928922788089 0.0014521518958589205 0.0060836248898080425 0.0027923425353210351 -0.027251765394780355 0.012876949969517149 -0.00029418761421546691 0.00090433145262341279 0.0053667953810741711 -0.0039113660063207645 -0.0012762243332997759 leaf_weight=817753 233 54 29 2004 131 1731 48 2197 23 26 135 207 222 23 551 775 283 651 85 38 65 91 1590 104 46 335874 132371 2871 13731 16564 leaf_count=817753 233 54 29 2004 131 1731 48 2197 23 26 135 207 222 23 551 775 283 651 85 38 65 91 1590 104 46 335874 132371 2871 13731 16564 internal_value=-1.68079e-05 -0.002073 -0.00150731 -0.0019504 -0.000587008 -0.00244541 0.000683187 1.90453e-05 0.0101865 0.0162129 0.0312147 0.0144174 0.00746645 0.034484 -0.0102246 0.00375374 0.00741186 0.0109121 -2.2983e-06 0.00426011 0.0229009 0.00276406 0.00444839 -0.0116952 0.035795 -8.82198e-06 8.86537e-05 -3.8235e-05 -0.00179214 -0.000294896 internal_weight=1.33051e+06 9323 8718 8482 6478 4536 2805 2757 560 429 158 236 271 49 605 1942 1167 884 1.32118e+06 2019 150 1869 1674 195 84 1.31916e+06 983290 850919 33166 19435 internal_count=1330506 9323 8718 8482 6478 4536 2805 2757 560 429 158 236 271 49 605 1942 1167 884 1321183 2019 150 1869 1674 195 84 1319164 983290 850919 33166 19435 is_linear=0 shrinkage=0.05 Tree=237 num_leaves=31 num_cat=0 split_feature=60 52 105 28 55 64 72 31 16 5 110 33 104 22 52 79 6 53 16 20 65 63 78 82 76 100 11 0 55 52 split_gain=15.262 47.4144 24.266 22.573 21.6977 19.2602 38.6059 19.9555 18.5812 18.8036 18.2653 18.099 18.8092 21.561 28.4399 23.9084 22.0039 20.7115 17.9448 20.6967 17.8174 24.2405 22.7212 24.6806 18.4554 50.4174 26.2472 20.3224 19.1381 40.774 threshold=0.69734635949134838 17.804999351501468 -0.29522806406021113 1025.1499633789065 10.265000343322756 115.05000305175783 0.78784814476966869 1009.9500122070314 12.699999809265138 15.550000190734865 0.67650848627090465 7.0499999523162851 -0.98657104372978199 9.4349999427795428 37.125000000000007 43.924999237060554 9.3499999046325701 32.504999160766609 14.550000190734865 9.805000305175783 23.224999427795414 0.68471458554267894 21.695000648498539 227.71809387207034 34.114999771118171 0.082334343343973174 15.449999809265138 331.50000000000006 6.7950000762939462 4.2149999141693124 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 11 8 -5 20 -7 -8 9 -3 -10 -2 -13 14 -14 -16 17 -17 -15 -20 21 24 23 -22 28 -26 -27 -28 29 -1 right_child=2 3 -4 4 -6 6 7 -9 10 -11 -12 12 13 18 15 16 -18 -19 19 -21 22 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=-2.7783807908526447e-05 0.0023345945925941514 0.0037338864266422134 -0.0030807772007893359 0.017052807422872313 0.004246454541042965 0.080677183507941674 -0.019641415270045402 0.016316529382681532 0.0015635420276721005 -0.0076355474048156154 -0.0012211473139825055 0.00088932122315031528 -0.00082237362363416508 -0.0032041064936956022 0.0014634494157366126 0.029676165387175376 -0.006931331690966977 0.0006801401154737641 0.0018822538128994391 -0.0018168580141359977 -0.0068882050821372541 0.0012958411600494585 0.00022284059781548676 -0.001523335277441815 -0.0094278516711853444 -0.0018034965159103647 0.00071730759868459098 0.0099317371397230746 -0.00083218070725243692 0.0012526283467830868 leaf_weight=890717 6175 9590 8371 411 1694 20 50 169 21734 378 8077 23223 73372 13123 26634 67 1680 762 5217 13741 2390 36225 20027 20808 1875 10508 1852 884 63890 66842 leaf_count=890717 6175 9590 8371 411 1694 20 50 169 21734 378 8077 23223 73372 13123 26634 67 1680 762 5217 13741 2390 36225 20027 20808 1875 10508 1852 884 63890 66842 internal_value=-1.59675e-05 4.93622e-05 -0.000454926 0.00170095 0.00674689 -1.26085e-05 0.0141798 0.00810695 0.00143394 0.00330274 0.000809058 -0.000320891 -0.000424792 -0.000651527 -0.000297515 0.0010239 -0.00364212 0.00302361 -0.00178278 -0.00079891 -1.56479e-05 2.44541e-05 -0.00101093 -0.00207606 -1.99771e-05 -0.0017541 -0.000667701 0.00369448 5.69059e-06 6.15948e-05 internal_weight=1.33051e+06 1.15814e+06 172365 41884 2105 1.11626e+06 239 219 39779 9968 29811 163994 157819 134596 102515 29143 2509 829 32081 18958 1.11602e+06 1.07279e+06 43225 23198 1.03657e+06 15119 13244 2736 1.02145e+06 957559 internal_count=1330506 1158141 172365 41884 2105 1116257 239 219 39779 9968 29811 163994 157819 134596 102515 29143 2509 829 32081 18958 1116018 1072793 43225 23198 1036568 15119 13244 2736 1021449 957559 is_linear=0 shrinkage=0.05 Tree=238 num_leaves=31 num_cat=4 split_feature=120 30 4 20 6 7 4 136 2 9 5 125 13 120 136 80 136 122 120 110 19 7 9 8 136 120 4 23 20 84 split_gain=14.5257 15.2213 37.3583 14.504 14.2694 68.6902 47.4919 57.2631 44.0502 39.9812 38.087 28.8888 39.1251 34.8425 26.2736 26.3222 26.0085 25.4178 40.4602 34.847 24.9848 24.8289 24.6236 24.1227 22.6428 22.0563 21.6852 21.6086 22.4759 25.9372 threshold=0.96811076998710643 1020.8500061035157 4.5499999523162851 9.6350002288818377 6.9500000476837167 8.8499999046325701 5.7500000000000009 0 339.50000000000006 6.3500001430511483 5.0499999523162851 0.061046212911605842 1.185000002384186 0.19936034083366397 1 324.54054260253912 2 -0.70088258385658253 -0.60873827338218678 -0.21127937734127042 8.7100000381469744 11.949999809265138 11.650000095367433 9.1500000953674334 3 0.0087262028828263907 10.949999809265138 5.9649999141693124 7.2349998950958261 0.80949530005455028 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=4 -2 3 -3 5 6 22 11 9 -6 -9 12 25 23 -11 17 -7 19 24 -16 -12 -17 27 -13 -19 -8 -26 28 29 -1 right_child=1 2 -4 -5 8 16 7 10 -10 14 20 13 -14 -15 15 21 -18 18 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.00019908955700488596 -0.00031687211556795771 -0.0015605175221784133 -0.0061698292171840034 0.0034514438864200036 0.0020642777522909203 0.0035454578532170215 0.0053357045059378196 0.0019728429665746045 0.0014334091291061017 0.00037706136909823292 -0.002061054466037303 0.00077075093623155035 0.0023622499845628066 -0.0057980765857202987 0.0056583654362272369 -0.003815662693918317 0.00059443105208571701 -7.2463531180625995e-07 -0.00072892589352746215 -0.0014884478984288482 1.5570315372091904e-05 0.000509721459488297 0.013700828084329035 0.0030351699480059956 0.0013031568282841322 0.01328355818861003 0.0050906470965528276 -0.00029951600238477862 0.0028943786468109689 0.0012992012239713968 leaf_weight=100600 30166 6261 4293 1876 15793 19498 2551 19629 36131 67704 19131 35777 13606 1680 1743 12215 12121 28490 133870 79514 59635 4555 321 17521 17243 1327 4840 533503 8393 40519 leaf_count=100600 30166 6261 4293 1876 15793 19498 2551 19629 36131 67704 19131 35777 13606 1680 1743 12215 12121 28490 133870 79514 59635 4555 321 17521 17243 1327 4840 533503 8393 40519 internal_value=-1.51692e-05 -0.000923592 -0.00239602 -0.000405001 1.48758e-05 0.000127007 4.22951e-05 0.00078789 -0.000232146 -0.000396582 2.27059e-06 0.00185441 0.003625 0.00129167 -0.000507568 -0.000719588 0.0024155 -0.000598355 -0.000273759 -0.00133515 -0.000488809 -0.00264082 -0.000144129 0.00151515 0.000931098 0.00805535 0.00213231 -0.000150635 0.000380615 0.000231109 internal_weight=1.33051e+06 42596 12430 8137 1.28791e+06 885812 854193 170857 402098 365967 98395 72462 17484 54978 350174 282470 31619 265700 184443 81257 78766 16770 683336 53298 50573 3878 22083 683015 149512 141119 internal_count=1330506 42596 12430 8137 1287910 885812 854193 170857 402098 365967 98395 72462 17484 54978 350174 282470 31619 265700 184443 81257 78766 16770 683336 53298 50573 3878 22083 683015 149512 141119 cat_boundaries=0 1 2 3 4 cat_threshold=1382 1048 6616 836 is_linear=0 shrinkage=0.05 Tree=239 num_leaves=31 num_cat=2 split_feature=60 63 8 104 136 123 65 114 67 20 126 7 79 76 79 40 125 67 136 6 39 42 64 132 132 71 28 15 96 135 split_gain=13.8931 25.9694 24.4192 23.0306 22.9791 19.6834 19.2735 28.6307 19.0573 36.6904 31.8774 26.4408 20.6952 24.2667 18.4767 29.2391 24.8242 19.3301 24.1918 22.5171 18.3643 17.6389 17.5773 18.4825 18.3744 17.4896 21.7234 22.1155 18.2282 19.9893 threshold=0.69734635949134838 0.70024621486663829 15.449999809265138 -0.75201019644737233 0 -0.47714059054851526 31.515000343322757 0.13052122294902804 15.994999885559084 5.4949998855590829 1.0000000180025095e-35 0.45000000298023229 11.84500026702881 11.525000095367433 43.924999237060554 6.5499999523162851 0.86159634590148937 20.375000000000004 1 10.449999809265138 9.4499998092651385 8.4499998092651385 33.024999618530281 1009.7500000000001 1025.6499633789065 275.70016479492193 1011.4500122070314 3.5749999284744267 -0.99145415425300587 1014.3500061035157 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 6 4 5 -2 8 -8 -3 10 -10 -11 13 -13 17 16 -16 -1 -19 -20 -5 25 24 -24 -7 26 28 -28 29 -6 right_child=3 2 -4 20 21 22 7 -9 9 11 -12 12 -14 -15 15 -17 -18 18 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=2.168648225746856e-05 1.0823586730890188e-05 0.00034916951195630296 0.0058670821785566964 -0.0077546257072973537 0.011069921448448879 -0.0015948226852922727 -0.0014465300038502913 0.048318290761832534 0.027231459987937096 0.0093267661786053425 -0.0044326418277238853 0.0018934804722509286 -0.0002061532807384471 0.0078887857512296242 0.0011033751658786923 -0.009015731949227633 0.0067023407756864467 0.001946185750833044 -0.00092254450409586712 -0.0040800729639695913 -0.0012646475797550591 -0.0047752568707250878 -0.0045474845643569857 -0.020269006096795137 0.044131482068703258 0.00085520338841296435 -0.00075461905274836903 -0.0056280915027951944 5.7482253737180006e-05 -0.0012090945133838198 leaf_weight=1045959 19346 23046 2582 1119 995 15840 8550 29 268 1208 113 7596 7985 2170 6509 554 2845 6100 35928 6699 42067 1656 3348 198 22 65177 16774 2703 2623 497 leaf_count=1045959 19346 23046 2582 1119 995 15840 8550 29 268 1208 113 7596 7985 2170 6509 554 2845 6100 35928 6699 42067 1656 3348 198 22 65177 16774 2703 2623 497 internal_value=-1.4409e-05 4.79221e-05 0.00112328 -0.000433219 -9.90445e-05 -0.00111753 0.000882952 -0.00127831 0.00132039 0.00247773 0.0178403 0.002169 0.0016819 0.00322563 -4.2078e-06 0.00214527 0.00280629 -2.36627e-05 -0.000997114 -0.00141843 -0.00143281 0.000337541 -0.00224286 -0.00542534 -0.0015314 0.000432959 -0.000733566 -0.00143096 0.0025673 0.00697966 internal_weight=1.33051e+06 1.15814e+06 53547 172365 129179 38754 50965 8579 42386 19340 381 18959 17751 9766 1.10459e+06 9908 9354 1.09469e+06 48727 42627 43186 90425 19408 3546 15862 88769 23592 19477 4115 1492 internal_count=1330506 1158141 53547 172365 129179 38754 50965 8579 42386 19340 381 18959 17751 9766 1104594 9908 9354 1094686 48727 42627 43186 90425 19408 3546 15862 88769 23592 19477 4115 1492 cat_boundaries=0 1 2 cat_threshold=1121 20 is_linear=0 shrinkage=0.05 Tree=240 num_leaves=31 num_cat=1 split_feature=17 16 12 16 111 29 15 16 121 115 39 33 79 29 12 86 75 79 136 125 10 79 17 31 83 90 14 31 28 36 split_gain=14.3934 39.148 40.5106 27.3508 23.9912 22.629 20.8866 31.5332 28.53 34.0413 49.301 29.9159 22.0854 22.0345 20.0299 19.9222 22.1241 19.7514 19.4759 18.7266 17.8156 17.621 17.0091 16.5662 16.349 17.5835 16.2481 40.0357 16.2289 16.8127 threshold=17.029999732971195 15.405000209808351 2.1950000524520878 18.219999313354496 -0.62687724828720082 1022.5499877929689 4.8450000286102304 15.405000209808351 0.38266885280609136 0.11319890245795251 12.34999990463257 13.150000095367433 39.895000457763679 1015.1499938964845 3.3149999380111699 0.82951369881629955 0.73118528723716747 63.939998626708991 0 1.0000000180025095e-35 6.5499999523162851 11.965000152587892 19.524999618530277 1009.0499877929689 240.20088195800784 -0.99899390339851368 4.4849998950958261 1020.9500122070314 1023.0499877929689 12.550000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 6 -3 14 17 8 9 12 -11 -12 28 20 21 16 -14 -1 -10 -16 -9 -5 -4 24 25 -18 -6 -28 29 -8 right_child=1 4 22 5 26 -7 7 13 18 10 11 -13 15 -15 19 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-4.839593505358301e-05 0.0015391804073508382 -0.0047735692647194912 0.0074439378834807585 0.002071968168276813 0.00020736998267612781 0.010317982767769445 0.0030064732214572284 -0.0052883586062679212 -0.0061119723204008467 0.070570260267227125 -0.031512034945869044 0.032510161204766984 0.017280319386918565 -0.0015520747461411789 0.018358198959313572 -0.0022128345641443505 0.024189388687754498 0.00580271077631181 -0.018881054265541583 -0.00013667608134235943 0.011851421323013577 -0.0069362141623532979 0.023015477065679264 -0.0076833820391797834 -0.032041415000423332 -0.016914960247438712 0.0076675908886849097 -0.0062032565686212376 -0.0079183456842994836 -0.0031745519977175295 leaf_weight=1242397 7469 2334 2820 4414 53597 949 2564 186 1192 39 36 37 64 1102 338 1274 29 1444 407 230 820 619 187 627 178 253 2051 697 683 1927 leaf_count=1242397 7469 2334 2820 4414 53597 949 2564 186 1192 39 36 37 64 1102 338 1274 29 1444 407 230 820 619 187 627 178 253 2051 697 683 1927 internal_value=-5.83571e-06 0.000696514 0.00351202 -4.43288e-05 0.000193859 0.00317825 -6.11444e-05 -0.00218989 -0.00344021 -0.00217979 0.0251847 0.000937571 -0.00258311 0.00333214 0.00196854 -0.00652044 -0.0112884 -4.16033e-05 -0.00951844 0.0108691 0.00868244 0.000964067 0.0084123 -0.0129704 -0.0201769 -0.0126879 0.000399627 0.0041494 -0.000737726 0.000354317 internal_weight=1.33096e+06 69155 10476 1.26181e+06 58679 6550 1.25526e+06 11418 9310 7711 112 73 7599 2108 5601 2425 1151 1.24384e+06 1599 568 1006 5033 3007 1087 460 282 56345 2748 5174 4491 internal_count=1330964 69155 10476 1261809 58679 6550 1255259 11418 9310 7711 112 73 7599 2108 5601 2425 1151 1243841 1599 568 1006 5033 3007 1087 460 282 56345 2748 5174 4491 cat_boundaries=0 1 cat_threshold=153 is_linear=0 shrinkage=0.05 Tree=241 num_leaves=31 num_cat=3 split_feature=120 28 8 127 68 31 124 28 31 136 40 136 40 28 118 64 28 37 43 43 14 11 10 31 14 85 136 5 8 120 split_gain=14.0633 19.1344 25.4106 20.7409 16.6879 14.8867 35.6675 59.8263 41.0523 36.4048 47.8739 31.3214 28.7384 27.5602 34.0654 26.2424 37.7063 26.1526 23.8757 23.1387 22.9617 20.8189 55.8284 20.5348 23.2994 25.3808 19.672 25.3986 18.9124 20.5507 threshold=0.96811076998710643 1015.0499877929689 6.5499999523162851 0.23343648016452792 289.20829772949224 1020.4500122070314 0.2503704726696015 1021.6499938964845 1024.049987792969 0 9.3499999046325701 1 16.250000000000004 1020.0499877929689 0.49240480363368994 53.995000839233406 1027.049987792969 11.150000095367433 15.750000000000002 10.750000000000002 3.7050000429153447 10.34999990463257 8.2500000000000018 1025.4500122070315 3.3850001096725468 0.71166417002677929 2 12.84999990463257 6.4500000476837167 -0.19936034083366391 decision_type=2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=5 -2 -3 4 -4 13 7 8 26 10 15 12 -8 -1 17 20 -17 -15 -19 -13 -9 -10 -23 28 -25 -26 27 -7 -11 -30 right_child=1 2 3 -5 -6 6 11 9 21 23 -12 19 -14 14 -16 16 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31 leaf_value=9.5337259107806959e-06 0.0007321030467557887 -0.00074385844125617008 -0.00068907302711614853 -0.007021751543051508 -0.011220983152152997 0.0048680836839857652 0.00071495727857217532 0.0022286906195688608 0.0096709051634326047 -0.00077606833465448748 0.016844750948081934 -0.0009599303841248153 0.040247928948425084 0.0027355679679478329 -0.0027433960354064147 0.0058556791816098512 0.060384848989222362 -0.00088546052116783612 0.019807545737629492 0.0021339573823833721 -0.0096470509279579699 0.099737066564800136 0.013033330460680968 0.0026570005565780576 -0.012284159683467667 0.0041068685610156381 0.0016868514637996307 -0.027507192401795607 0.0029347859241274504 -0.0059522260701175772 leaf_weight=1016177 12651 22470 3754 3362 418 8780 72818 7041 1381 15604 581 71875 46 6252 20577 102 46 32301 140 6598 432 24 82 6150 583 397 15679 61 785 3797 leaf_count=1016177 12651 22470 3754 3362 418 8780 72818 7041 1381 15604 581 71875 46 6252 20577 102 46 32301 140 6598 432 24 82 6150 583 397 15679 61 785 3797 internal_value=-5.55331e-06 -0.000898768 -0.00158641 -0.00409932 -0.00174428 2.40204e-05 0.000406057 0.00142115 0.00324323 8.69761e-05 0.00300615 -6.62086e-06 0.000739813 -5.15956e-05 -0.00109965 0.00195508 0.0228039 -0.000225504 -0.000796159 -0.000699708 0.00154218 0.01131 0.0326644 -0.000790355 0.00151603 -0.00564412 0.00275403 0.00463946 -0.0016054 -0.00442968 internal_weight=1.33096e+06 42655 30004 7534 4172 1.28831e+06 212862 61525 26007 35518 8202 151337 72864 1.07545e+06 59270 7621 148 38693 32441 78473 7473 1487 106 27316 7130 980 24520 8841 20186 4582 internal_count=1330964 42655 30004 7534 4172 1288309 212862 61525 26007 35518 8202 151337 72864 1075447 59270 7621 148 38693 32441 78473 7473 1487 106 27316 7130 980 24520 8841 20186 4582 cat_boundaries=0 1 2 3 cat_threshold=582 1565 839 is_linear=0 shrinkage=0.05 Tree=242 num_leaves=31 num_cat=3 split_feature=93 105 14 71 76 104 136 35 33 76 31 28 78 74 33 84 31 78 38 136 30 54 125 116 136 28 11 91 20 28 split_gain=13.4097 18.4303 26.905 15.4336 39.2778 31.6813 35.9028 34.9168 42.4586 37.805 32.5819 30.8993 30.0132 37.43 29.215 28.9649 28.3662 32.8282 27.6494 27.4577 27.34 25.1658 33.7862 35.0874 25.5524 57.6472 26.7611 24.9201 24.411 24.0841 threshold=-0.82974782586097706 -1.0000000180025095e-35 1.325000047683716 277.38836669921881 39.645000457763679 -0.9146313965320586 0 11.250000000000002 10.550000190734865 9.1949996948242205 1022.7500000000001 1017.9500122070314 7.9049999713897714 0.44849060475826269 1.0000000180025095e-35 0.74761930108070385 1019.1499938964845 8.305000305175783 10.650000095367433 1 1012.0499877929689 8.0450000762939471 1.0000000180025095e-35 0.30069434642791754 2 1027.049987792969 19.050000190734867 -0.97610577940940846 11.09500026702881 1017.4500122070314 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 left_child=1 -1 -3 4 21 6 -5 8 11 -9 12 -7 13 -11 -13 -8 -17 -18 20 -10 -14 -2 23 24 25 26 27 -23 -6 -19 right_child=3 2 -4 5 28 7 15 9 19 10 -12 14 18 -15 -16 16 17 29 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00041043502990044097 2.9186824252593677e-05 0.0029173428446391003 -0.010771613772794718 -0.00019010962590593065 -0.0049008110306518592 0.0015584079549725923 0.00033372882731804338 -0.00044771203777459819 -0.00058390382517583173 -0.0010053914706012999 0.0040514825099557386 0.0046754966693297205 -0.00065682952957358751 0.0059237796610350927 -0.0015268210604562705 0.0016838786655625966 0.0068270396019516968 0.014545945169641623 0.00033934418340226201 -0.003532797873219549 0.0071103576306600288 0.0047137415573564809 -0.0023175587347861628 -0.0029238385886904885 -0.00029559358649489022 0.042949452718926806 0.025991021152957896 -0.00064351063601978948 0.038252617351033469 0.0010521698470253977 leaf_weight=136189 746774 559 1003 33297 4731 20711 20160 82994 14043 2961 7795 2063 1811 5702 23828 24994 7201 351 109429 18061 3026 5054 27608 7237 13621 90 122 3805 33 5711 leaf_count=136189 746774 559 1003 33297 4731 20711 20160 82994 14043 2961 7795 2063 1811 5702 23828 24994 7201 351 109429 18061 3026 5054 27608 7237 13621 90 122 3805 33 5711 internal_value=-5.27501e-06 -0.000472373 -0.00587268 4.86493e-05 -7.52571e-05 0.000309622 0.00112043 5.53261e-05 -0.000844995 0.000386888 0.000916758 0.000118893 0.000717983 0.0035554 -0.00103262 0.00186713 0.00267567 0.00454468 0.000502866 -0.00224417 0.00420228 -4.84455e-05 -0.00105604 0.000107654 0.00107447 0.00312863 0.00273306 0.00241277 -0.00460189 0.00183348 internal_weight=1.33096e+06 137751 1562 1.19321e+06 809075 384138 91714 292424 78706 213718 130724 46602 122929 8663 25891 58417 38257 13263 114266 32104 4837 804311 57537 29929 22692 9071 8981 8859 4764 6062 internal_count=1330964 137751 1562 1193213 809075 384138 91714 292424 78706 213718 130724 46602 122929 8663 25891 58417 38257 13263 114266 32104 4837 804311 57537 29929 22692 9071 8981 8859 4764 6062 cat_boundaries=0 1 2 3 cat_threshold=3168 788 4934 is_linear=0 shrinkage=0.05 Tree=243 num_leaves=31 num_cat=5 split_feature=11 20 23 13 35 60 8 136 7 6 7 8 120 9 136 126 127 136 8 13 16 116 0 112 1 136 127 31 120 136 split_gain=13.2149 36.1734 38.5746 31.98 33.608 26.48 23.5882 25.3056 27.76 23.6725 50.5366 40.5502 39.7482 33.2261 30.2591 30.1693 31.2968 33.7577 29.086 33.0296 30.5399 32.3241 40.7299 44.827 38.0047 29.4551 28.1281 29.0835 26.3242 26.0191 threshold=0.35000000894069677 6.6949999332427987 7.5850000381469735 2.495000004768372 15.250000000000002 0.6636701524257661 3.1499999761581425 0 5.4500000476837167 4.8500001430511483 8.4499998092651385 7.3500001430511483 0.94260558485984813 4.3500001430511483 1 0.93663650751113903 0.90992662310600292 2 13.449999809265138 2.1049998998641972 6.9049999713897714 -0.55191597342491139 138.50000000000003 0.1650413200259209 275.50000000000006 3 -1.0000000180025095e-35 1013.0499877929689 -0.66259482502937306 4 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 left_child=1 2 -1 -3 5 -5 7 8 -2 10 11 -8 14 -11 -13 16 18 -18 20 25 21 22 23 -15 -23 -20 27 -12 -22 -21 right_child=6 3 -4 4 -6 -7 9 -9 -10 13 26 12 -14 15 -16 -17 17 -19 19 29 28 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0018560034888391028 -0.00033812497018022249 -0.0014030162681486361 0.010977481878401779 0.003288806323488087 0.0087797472766712476 -0.002702986113906495 4.8901403667033507e-05 -0.0010025180586968666 0.0017041073656916519 0.0019072476512804382 0.0032132180208667895 0.0033070202634730944 -0.0041763077309595123 0.027006524031542564 0.0009189355054398528 0.00081358538945337322 -0.0040820816385142671 -0.0008401427550261012 0.0064526881429350924 0.0016606019305501489 0.00033395126174843247 -0.0038798653883438134 0.00056746838277572768 0.00034402968262760704 -0.00089248354588571067 0.0013331307449658423 0.0020902117373470062 0.012789625613404246 -0.00053788860296555187 -0.00045193383266846972 leaf_weight=19332 85275 20814 1233 4368 1579 3191 348652 118776 20674 19381 1735 19822 3013 344 40140 66089 10288 36541 4158 21486 140453 15094 2432 291 36129 8675 8544 1460 225729 45266 leaf_count=19332 85275 20814 1233 4368 1579 3191 348652 118776 20674 19381 1735 19822 3013 344 40140 66089 10288 36541 4158 21486 140453 15094 2432 291 36129 8675 8544 1460 225729 45266 internal_value=-5.01299e-06 0.000788182 0.00240289 -0.000320476 0.00214527 0.000759396 -3.63066e-05 -0.000501448 6.03734e-05 6.27052e-05 0.000352067 0.000259814 0.0014275 -0.000131024 0.00170908 -0.00019547 -0.00031741 -0.00155342 -0.000201661 0.000674846 -0.000367562 -0.00147425 0.00351172 0.014788 -0.00177278 0.00299798 0.00358689 0.00758929 -0.000203485 0.000228226 internal_weight=1.33096e+06 50517 20565 29952 9138 7559 1.28045e+06 224725 105949 1.05572e+06 423366 411627 62975 632356 59962 612975 546886 46829 500057 79585 420472 54290 3067 635 51223 12833 11739 3195 366182 66752 internal_count=1330964 50517 20565 29952 9138 7559 1280447 224725 105949 1055722 423366 411627 62975 632356 59962 612975 546886 46829 500057 79585 420472 54290 3067 635 51223 12833 11739 3195 366182 66752 cat_boundaries=0 1 2 3 4 5 cat_threshold=6796 358 2212 1386 1665 is_linear=0 shrinkage=0.05 Tree=244 num_leaves=31 num_cat=1 split_feature=17 16 12 16 20 22 3 12 39 20 111 52 79 63 53 6 31 57 136 120 39 28 32 39 57 34 4 0 12 83 split_gain=13.0312 35.3086 36.3303 24.631 23.5527 23.2865 23.0964 24.6613 26.6639 23.6222 21.6908 20.2662 29.3075 27.6416 23.3132 22.3967 31.9513 20.4483 25.8579 19.5308 30.1322 36.2751 47.3593 27.2252 26.3922 24.3187 19.4924 23.7036 20.4669 20.4165 threshold=17.029999732971195 15.405000209808351 2.1950000524520878 18.219999313354496 10.295000076293947 9.9349999427795428 257.50000000000006 3.4650000333786015 11.449999809265138 10.114999771118166 -0.62687724828720082 37.125000000000007 43.924999237060554 0.62630182504653942 48.954999923706062 8.8499999046325701 1007.1499938964845 313.41822814941412 0 -0.79332312941551197 14.750000000000002 1007.4500122070314 12.949999809265138 10.550000190734865 279.82891845703131 12.250000000000002 4.5499999523162851 258.50000000000006 3.435000061988831 272.56503295898443 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 11 7 9 -9 -7 -3 14 13 -13 -1 -14 17 18 -17 20 21 22 23 -15 -25 -22 -27 28 -28 -29 right_child=1 10 -4 4 -6 6 -8 8 -10 -11 -12 12 15 19 -16 16 -18 -19 -20 -21 25 -23 -24 24 -26 26 27 29 -30 -31 leaf_value=-4.0085115028333186e-05 0.0014691288499060705 -0.0045371237053776197 0.0079779825838515624 0.0020055302035707676 0.011906375501006476 0.00060596508465903009 0.00021801097318300113 -0.0097231642557697937 -0.0027790406777207493 -0.0024164503242841617 0.00038181281768531506 -0.0010673737371237931 0.002678127939780707 -0.023220925406234244 -0.0045303197551268696 -0.0077519667585827902 -0.002440172333472919 0.018891237543097565 -0.028411459066895378 0.0016297598245929691 0.06223647998860822 0.0017045255205559015 0.093841520200173056 0.0034900279039078775 0.042340455032471157 0.00047516640485733555 0.091212266813963661 0.00013847880835207751 0.02053759675029488 0.02319242417802261 leaf_weight=1149033 7469 2334 3007 5881 669 11655 22236 1714 7145 14517 56345 8976 1134 38 2898 375 1950 42 278 29589 26 2778 21 85 90 214 20 147 21 277 leaf_count=1149033 7469 2334 3007 5881 669 11655 22236 1714 7145 14517 56345 8976 1134 38 2898 375 1950 42 278 29589 26 2778 21 85 90 214 20 147 21 277 internal_value=-4.7596e-06 0.000663529 0.00333741 -4.1386e-05 0.00301678 -5.73436e-05 -0.00104233 -0.00184233 -0.00412256 -0.0010705 0.000186159 -1.02588e-05 0.00101817 0.00139523 -5.13815e-05 -0.00320056 -0.00572095 -0.014926 -0.0171011 0.0020589 0.00547505 0.00329706 0.0222033 0.0151404 0.0234702 0.0147802 0.012963 0.0187101 0.055013 0.0151997 internal_weight=1.33096e+06 69155 10476 1.26181e+06 6550 1.25526e+06 57267 35031 8859 26172 58679 1.19799e+06 46061 42282 1.15193e+06 3779 2645 695 653 33306 3717 3012 234 213 175 705 679 465 41 424 internal_count=1330964 69155 10476 1261809 6550 1255259 57267 35031 8859 26172 58679 1197992 46061 42282 1151931 3779 2645 695 653 33306 3717 3012 234 213 175 705 679 465 41 424 cat_boundaries=0 1 cat_threshold=148 is_linear=0 shrinkage=0.05 Tree=245 num_leaves=31 num_cat=1 split_feature=29 23 105 61 11 61 39 33 71 12 52 55 83 135 21 56 28 136 12 24 38 2 27 32 6 67 133 40 28 2 split_gain=14.4264 21.5542 20.2437 16.3391 14.6663 14.0527 20.4687 19.9437 22.5546 18.3622 16.1679 36.7498 46.7353 39.6106 28.73 27.1199 25.7784 24.759 26.9151 26.8007 25.8715 23.929 27.049 24.4 25.2375 23.4341 28.4211 23.1976 36.2908 21.7132 threshold=1029.549987792969 10.835000038146974 -0.96832367777824391 0.87369066476821911 0.75000000000000011 0.8872080147266389 11.250000000000002 9.0500001907348651 284.62142944335943 3.6450001001358037 2.054999947547913 1.7549999952316286 176.89861297607425 1017.9500122070314 8.3150000572204608 262.53381347656256 1022.9500122070314 0 2.3349999189376835 269.50000000000006 12.949999809265138 166.50000000000003 237.50000000000003 11.949999809265138 9.3499999046325701 11.284999847412111 1018.5499877929689 14.34999990463257 1018.3500061035157 144.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 -2 -4 10 9 8 -8 -7 14 12 -12 15 16 -14 29 -16 -19 20 21 -20 23 -23 -25 -15 -27 -21 -29 -1 right_child=1 -3 4 -5 -6 6 7 -9 -10 -11 11 -13 13 25 17 -17 -18 18 19 27 -22 22 -24 24 -26 26 -28 28 -30 -31 leaf_value=0.00042816298060122576 0.0098135177285350282 -0.0072090768674182588 0.027426919890246516 0.038290195293114365 0.0021483184285139927 -0.0027966339603745713 -0.0028480554016908116 -0.0011427512013779454 0.010282731385690377 -0.011781493445337578 -0.0012372533268243592 0.00012746745909477758 0.0010783334717238411 0.011749103470410435 0.0016302938912766659 0.0043448493128897901 -0.0015028943729100031 0.00095910360334053443 0.0012568854274063927 -0.0017130339878391602 -0.0017190980808473825 0.014799400959103849 0.007433665742792946 0.015555441952138037 0.078778567716577333 0.082355467350252218 0.02208409903764303 -0.00081540700146885995 0.013794333754486399 -0.00030213249037588648 leaf_weight=125357 383 537 58 58 5362 2151 538 16324 834 773 9236 442968 12662 161 39193 12755 38047 43108 1622 31285 2163 126 1251 27 38 31 53 1311 629 541178 leaf_count=125357 383 537 58 58 5362 2151 538 16324 834 773 9236 442968 12662 161 39193 12755 38047 43108 1622 31285 2163 126 1251 27 38 31 53 1311 629 541178 internal_value=1.00473e-05 0.00237858 0.00325703 0.0135587 0.00241883 -1.39982e-06 -0.00129648 -0.000656122 0.00513378 -0.00517191 1.90917e-05 0.000250539 0.00181272 0.00291043 -0.000114916 0.00271757 -0.000237041 0.000597674 0.000101244 -0.000860464 0.00246759 0.00542314 0.0101094 0.0276351 0.0525167 0.0229187 0.0443271 -0.00138404 0.00392146 -0.000164784 internal_weight=1.33022e+06 6398 5861 441 5420 1.32382e+06 20620 17696 1372 2924 1.3032e+06 477866 34898 25662 825335 25417 704582 120753 81560 38452 5227 3064 1442 191 65 245 84 33225 1940 666535 internal_count=1330219 6398 5861 441 5420 1323821 20620 17696 1372 2924 1303201 477866 34898 25662 825335 25417 704582 120753 81560 38452 5227 3064 1442 191 65 245 84 33225 1940 666535 cat_boundaries=0 1 cat_threshold=25 is_linear=0 shrinkage=0.05 Tree=246 num_leaves=31 num_cat=1 split_feature=131 13 28 31 18 31 28 111 28 127 30 13 15 55 80 64 136 55 69 30 39 131 104 23 81 8 128 2 14 22 split_gain=14.1788 15.7869 14.4035 41.1839 61.4507 39.622 34.832 34.6964 33.6372 55.6657 44.9299 37.9511 33.1201 26.902 33.1182 30.084 26.9847 25.9311 34.3173 25.7089 38.5797 24.977 28.6792 49.1479 34.2659 25.6565 23.0155 24.7177 22.2926 21.8008 threshold=340.50000000000006 3.9850000143051152 1009.8500061035157 1010.8500061035157 9.5450000762939471 1008.7500000000001 997.54998779296886 -0.62687724828720082 1006.0499877929689 0.50751903653144848 1004.7500000000001 3.1950000524520878 2.2649999856948857 110.27499771118165 277.79629516601568 67.155002593994155 0 14.315000057220461 242.9704284667969 1004.7500000000001 12.449999809265138 182.50000000000003 -0.81614392995834339 10.00500011444092 227.45616149902347 13.449999809265138 154.50000000000003 176.50000000000003 2.4650000333786015 7.8350000381469735 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 13 -5 -4 -6 -8 9 10 -9 12 -11 15 19 -1 17 -17 -19 21 -21 22 23 24 -15 26 27 -26 -12 -14 right_child=1 -3 5 4 6 -7 7 8 -10 11 28 -13 29 14 -16 16 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.00018663600737605331 -0.0020212232830799084 -0.014477363923366217 -0.0028501930054748385 -0.00088696484848583613 -0.0066278866931098537 -1.0664359042439441e-05 -0.0025368142619079572 0.068215793260606006 0.0057231029090515501 0.01917933206024923 0.019012121318910096 -0.00011669185845867585 0.033931031179699027 -0.0080598360523581516 -0.0029598934898318794 -0.0077917863693931751 -0.0063529304750762116 0.09388859853148461 0.015933319765220708 -0.017587132991495776 0.01691273561600674 -0.0048585578086813861 0.0099025814782951332 0.0095214860772507067 0.092769869110163522 0.10032949132414966 0.011319229693285056 0.038903451714615685 0.00082385045609173957 0.092672888362514125 leaf_weight=131897 4395 270 12417 7252 606 1157934 1140 32 8476 38 270 38 22 25 769 53 2493 20 48 187 143 167 682 189 34 26 35 57 448 56 leaf_count=131897 4395 270 12417 7252 606 1157934 1140 32 8476 38 270 38 22 25 769 53 2493 20 48 187 143 167 682 189 34 26 35 57 448 56 internal_value=9.54552e-06 -0.00274216 1.92295e-05 0.000471829 0.0026942 -4.07907e-05 0.00502843 0.00569989 0.00670094 0.0158693 0.010247 0.0432503 0.0574567 0.000173325 0.00551868 8.13684e-05 -0.00523021 0.0170199 0.0388613 0.00973876 -0.00263719 0.0131001 0.0159619 0.0272527 0.046186 0.055108 0.0457766 0.0590294 0.00766345 0.0761047 internal_weight=1.33022e+06 4665 1.32555e+06 155203 18378 1.17035e+06 11126 10520 9380 904 750 154 116 136825 2314 134511 2614 121 68 1545 330 1215 1048 366 177 152 126 91 718 78 internal_count=1330219 4665 1325554 155203 18378 1170351 11126 10520 9380 904 750 154 116 136825 2314 134511 2614 121 68 1545 330 1215 1048 366 177 152 126 91 718 78 cat_boundaries=0 1 cat_threshold=4100 is_linear=0 shrinkage=0.05 Tree=247 num_leaves=31 num_cat=0 split_feature=28 77 12 12 23 20 13 7 109 15 13 121 104 91 52 83 98 127 35 30 9 13 30 73 63 52 54 65 66 54 split_gain=13.7457 13.7591 21.6847 13.4464 14.6923 29.9425 30.4714 19.3832 23.3876 17.4905 16.1722 24.8068 15.4538 15.5827 18.8913 29.424 24.532 17.7546 17.4026 20.4777 17.1663 15.9003 15.8374 15.5196 15.517 15.4061 48.9101 33.4176 32.4566 43.612 threshold=1033.7500000000002 11.815000057220461 3.1350001096725468 0.51499998569488536 4.9149999618530282 4.9449999332427987 1.0149999856948855 9.4499998092651385 -0.84135028719902027 1.1449999809265139 2.5349999666213994 0.13052122294902804 1.0000000180025095e-35 -0.89850741624832142 29.195000648498539 262.46891784667974 0.10456233844161035 -0.87878364324569691 11.84999990463257 1008.3500061035157 12.949999809265138 1.2050000429153445 997.54998779296886 0.83162569999694835 0.47489735484123236 4.8550000190734872 6.2049999237060556 13.215000152587892 0.63499999046325695 2.5349999666213994 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 -1 5 6 9 8 -8 -5 -7 -12 25 14 15 16 17 22 19 -19 -20 -15 -14 -23 -18 27 28 -6 -27 -30 right_child=1 -3 -4 4 12 10 7 -9 -10 -11 11 -13 13 21 -16 -17 24 18 20 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0024712674144317143 0.0091911124064429708 0.023239077819280526 -0.016528881075385127 0.00056923910158697812 -4.0660173531681883e-05 0.0019153870665569778 0.019094515829990673 0.0012258498532381817 -0.0028029165406209151 0.0052750783403258542 0.00062099342178833583 -0.015782118806635409 0.042582250241876438 0.0029017145225031515 -0.0049645501390492138 -0.0036613863037842764 0.0090752971037451561 0.025790910576470195 0.0019883318958715851 0.0035652458954562802 -0.010414642267574103 -0.0069017934256044751 0.0092748375708083391 0.0014515804305614782 0.059207195864821031 -0.0018188902441249679 -3.389522726527757e-06 -0.0013491704266624961 0.0070334363913085165 0.0015631304953613629 leaf_weight=5457 401 113 103 16129 853776 35057 123 4272 14127 2250 781 327 38 676 1582 1745 29 140 1098 399 374 3133 587 676 33 6355 274120 51751 3926 50641 leaf_count=5457 401 113 103 16129 853776 35057 123 4272 14127 2250 781 327 38 676 1582 1745 29 140 1098 399 374 3133 587 676 33 6355 274120 51751 3926 50641 internal_value=9.06586e-06 0.0074703 0.00393484 5.60348e-06 1.5811e-05 0.00070499 -0.000297042 -0.00172829 -0.00261391 0.00114534 0.00172742 -0.00422 -2.44387e-05 -0.00193365 -0.000272562 0.00139809 0.00467044 0.00393924 0.0016516 0.00933815 -0.00116297 -0.0041651 0.0112999 -0.00541928 0.0357584 -8.26397e-06 0.000281408 -0.000115442 0.00156286 0.00195671 internal_weight=1.33022e+06 617 504 1.3296e+06 1.32414e+06 73066 36901 18522 14250 18379 36165 1108 1.25108e+06 10510 6025 4443 2698 2636 2011 539 1472 4485 625 3809 62 1.24057e+06 335042 905527 60922 54567 internal_count=1330219 617 504 1329602 1324145 73066 36901 18522 14250 18379 36165 1108 1251079 10510 6025 4443 2698 2636 2011 539 1472 4485 625 3809 62 1240569 335042 905527 60922 54567 is_linear=0 shrinkage=0.05 Tree=248 num_leaves=31 num_cat=3 split_feature=41 29 23 106 61 11 131 13 12 23 20 13 136 79 110 125 15 21 2 29 23 119 23 136 65 12 123 8 136 18 split_gain=13.1412 13.6458 19.9329 20.8472 17.3795 13.257 12.6937 14.2453 12.6989 13.9448 27.1355 27.8674 18.7784 17.9541 16.691 14.7104 14.2654 14.0424 52.7824 31.7243 29.084 31.2322 28.4291 32.0899 27.6972 24.5705 21.6689 30.2919 32.5907 20.4361 threshold=-1.0000000180025095e-35 1029.549987792969 10.925000190734865 -0.98369926214218129 0.8872080147266389 0.75000000000000011 340.50000000000006 3.9850000143051152 0.56499999761581432 4.7950000762939462 4.8250000476837167 1.0249999761581423 0 7.1250000000000009 -0.61962181329727162 -0.81408452987670887 1.3750000000000002 5.3949999809265146 230.50000000000003 1014.3500061035157 6.9449999332427987 0.39873388409614569 5.5250000953674325 1 1.9750000238418581 1.8650000095367434 -0.87878364324569691 7.8500001430511483 2 7.4149999618530282 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 left_child=-1 6 3 4 -3 -5 8 -8 -2 10 11 13 -12 -10 15 -13 -16 18 20 -20 -11 25 23 -19 -23 -22 27 -24 -29 -28 right_child=1 2 -4 5 -6 -7 7 -9 9 17 12 14 -14 -15 16 -17 -18 22 19 -21 21 24 26 -25 -26 -27 29 28 -30 -31 leaf_value=-0.006031145143819837 -0.0017660845891119216 0.012880572565674582 -0.0073673401632624192 0.026027633565462244 0.061191559793660422 0.002200591933372869 -0.0019171617322045658 -0.013749492118152344 0.00071834952603391919 0.00078130796264504047 7.623155228435968e-05 -0.0049244519625790423 0.0028141966186901587 0.0085577607394416288 -0.0032189250932355556 0.034489580088471673 0.0010652487852602706 -0.00028948975653131002 -0.002056314586333752 -0.00028562950103653564 0.0044699989156847132 0.019995618227307443 0.00020454515606584489 0.0017059581589759739 0.0051662777377568169 -0.0089964326212793825 0.00098258447165280849 -4.5650224243420916e-05 0.0035972854358526508 -0.00016297870374945694 leaf_weight=900 9979 269 490 59 20 5531 4395 270 13240 25789 9464 40 18547 773 9247 58 2460 33001 43343 60752 1995 575 107073 51724 696 408 40771 10324 15157 862869 leaf_count=900 9979 269 490 59 20 5531 4395 270 13240 25789 9464 40 18547 773 9247 58 2460 33001 43343 60752 1995 575 107073 51724 696 408 40771 10324 15157 862869 internal_value=8.61257e-06 1.27017e-05 0.00232153 0.00312907 0.0162239 0.00245208 1.58647e-06 -0.00260199 1.07997e-05 2.43528e-05 0.000812385 -0.000356936 0.00189016 0.0011508 -0.00214667 0.0184022 -0.00231869 -9.46133e-06 -0.000494092 -0.00102291 0.00137425 0.00553629 4.82826e-05 0.000928884 0.0118751 0.00218356 -2.37202e-05 0.000573272 0.00212269 -0.000111292 internal_weight=1.33022e+06 1.32932e+06 6369 5879 289 5590 1.32295e+06 4665 1.31828e+06 1.30831e+06 53829 25818 28011 14013 11805 98 11707 1.25448e+06 133558 104095 29463 3674 1.12092e+06 84725 1271 2403 1.03619e+06 132554 25481 903640 internal_count=1330219 1329319 6369 5879 289 5590 1322950 4665 1318285 1308306 53829 25818 28011 14013 11805 98 11707 1254477 133558 104095 29463 3674 1120919 84725 1271 2403 1036194 132554 25481 903640 cat_boundaries=0 1 2 3 cat_threshold=1571 1065 2226 is_linear=0 shrinkage=0.05 Tree=249 num_leaves=31 num_cat=0 split_feature=118 28 23 125 52 33 81 112 31 13 125 28 35 12 36 104 123 86 127 35 20 8 9 6 4 33 120 5 126 38 split_gain=12.3408 23.6624 19.7125 19.6388 18.4048 17.8636 16.7696 29.9246 19.3068 23.9988 25.9906 34.9136 28.8094 26.5542 24.8084 24.6026 20.9388 20.9307 19.6799 19.2986 19.277 19.1346 23.7758 22.6222 53.6341 36.7733 27.8898 27.6991 28.6476 34.8486 threshold=0.737249255180359 1019.1499938964845 5.8450000286102304 0.99535831809043895 1.0149999856948855 8.5500001907348651 318.60917663574224 -0.85260769724845875 1024.4500122070315 3.2350000143051152 -0.33379416167736048 1022.2500000000001 10.84999990463257 1.325000047683716 14.250000000000002 -0.92879053950309742 0.46173103153705602 0.79563769698143016 0.18222858756780627 10.250000000000002 9.9549999237060565 3.3500000238418584 4.9500000476837167 4.8500001430511483 5.4500000476837167 13.84999990463257 0.94828754663467418 4.0499999523162851 0.86159634590148937 10.34999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 5 4 -2 -3 8 -8 21 10 11 19 -12 -14 17 20 -15 18 -11 -10 -13 22 -1 24 -23 26 -26 -25 -29 -30 right_child=1 2 -4 -5 -6 -7 7 -9 9 14 12 15 13 16 -16 -17 -18 -19 -20 -21 -22 23 -24 27 25 -27 -28 28 29 -31 leaf_value=-0.00045929862431590309 -0.00082365381267553682 0.0078086349855086973 -0.0023866963579232256 0.0025648257689828073 0.00037752237710804177 -0.00024306363061566249 -0.0031056717084092813 -7.1825897408597707e-05 0.02173125527053317 -0.0076815400704942187 -0.00054849369077611095 0.0062284391368889434 -0.0010845055807353185 0.0040864856824306484 0.0099453949196998334 0.0013646600576596665 -0.00061773738407388634 0.0033877168285327262 -0.001503082353948522 0.0059414816898327493 0.022411675879155241 0.0001533770889941259 0.001401655267029788 0.0013668761165968549 0.0028524658184609624 0.00030232026611924965 -0.0031030042550477151 -0.0003336866883115225 0.0036929404639424847 0.00034493442658745468 leaf_weight=236095 66972 775 22761 6504 60879 6198 11415 28226 401 1971 18054 1487 4716 12566 437 5641 2914 1301 3724 374 210 268601 18509 32121 42586 29489 2061 369192 8824 65215 leaf_count=236095 66972 775 22761 6504 60879 6198 11415 28226 401 1971 18054 1487 4716 12566 437 5641 2914 1301 3724 374 210 268601 18509 32121 42586 29489 2061 369192 8824 65215 internal_value=8.18489e-06 -0.000397805 -0.00167412 -0.000115343 -0.000251688 0.000651826 6.53127e-05 -0.00094545 0.000100881 0.00102521 0.00144806 0.00401855 0.000902841 0.00220025 -0.0016123 0.0029526 0.00320095 -0.00233424 -0.0036414 0.0141114 0.00823108 5.4526e-05 -0.000324012 0.000172334 0.000481979 0.00167253 0.00257755 -5.09257e-05 -0.000153674 0.000743951 internal_weight=1.33022e+06 164089 29734 134355 127851 6973 1.16613e+06 39641 1.12649e+06 53796 46363 8113 38250 20196 7433 7338 15480 6996 5695 775 1697 1.07269e+06 254604 818089 342737 74136 44647 475352 443231 74039 internal_count=1330219 164089 29734 134355 127851 6973 1166130 39641 1126489 53796 46363 8113 38250 20196 7433 7338 15480 6996 5695 775 1697 1072693 254604 818089 342737 74136 44647 475352 443231 74039 is_linear=0 shrinkage=0.05 Tree=250 num_leaves=31 num_cat=2 split_feature=5 4 136 5 121 98 120 2 123 79 55 4 13 5 136 33 32 35 14 126 38 76 57 118 66 99 55 52 28 13 split_gain=15.8332 16.489 28.4003 27.1354 26.2599 20.122 21.3689 21.8442 19.5074 21.2667 20.259 19.3049 25.7728 25.1537 24.2875 36.0099 24.0529 23.5261 22.2486 21.224 20.8555 20.7574 24.432 23.719 32.731 24.0058 23.1255 39.7796 32.7678 29.8635 threshold=16.750000000000004 13.750000000000002 0 13.050000190734865 -0.47714059054851526 -0.71583524346351612 0.6755644977092744 157.50000000000003 0.63605400919914257 24.445000648498539 16.845000267028812 10.34999990463257 1.4750000238418581 10.050000190734865 1 11.650000095367433 13.34999990463257 11.34999990463257 2.5249999761581425 -0.96359375119209278 14.250000000000002 19.394999504089359 227.84756469726565 -0.72534674406051625 113.40000152587892 -0.37746973335742945 11.25500011444092 7.3550000190734872 1026.549987792969 3.1550000905990605 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 11 -4 8 7 -7 9 10 -3 13 16 21 18 19 -13 -17 20 -16 -14 26 -23 24 -24 -26 27 -1 29 -29 right_child=-2 2 4 -5 -6 6 -8 -9 -10 -11 -12 12 14 -15 15 17 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31 leaf_value=-5.0555555393541439e-05 -0.0052591727832592763 0.0070424597315146475 -0.0044215046937859581 -0.0021370674518079546 0.0014575814129704245 -0.0081043374258302422 0.023729230299864387 0.0025732673389349471 -0.016912687481212687 0.0036152304637685792 0.019013221311268848 0.0086611384194770699 0.024066084978851276 -0.0012808244270332586 -0.0035339103171822261 -0.0047557061368494156 0.00092534329724356279 -0.00027654745855836726 0.0018946525526711501 0.0017580555365740076 0.0068064550153961309 -0.00088408146624766959 0.0059395309892560063 0.0011834822432161016 0.090145415589213379 0.015245177758776624 -0.00062816387803634128 0.0012324888796698343 0.0078901244942922565 -0.0051986111990401547 leaf_weight=880340 1430 852 2658 14890 6655 564 106 3178 83 1567 604 1916 208 39815 1999 3129 2113 46457 3455 36303 1104 15352 1793 48374 20 23 151374 61202 1797 1860 leaf_count=880340 1430 852 2658 14890 6655 564 106 3178 83 1567 604 1916 208 39815 1999 3129 2113 46457 3455 36303 1104 15352 1793 48374 20 23 151374 61202 1797 1860 internal_value=-7.87996e-07 4.86664e-06 0.00158699 -1.47268e-05 -0.000220117 0.00400169 0.00159103 0.000963922 0.00700112 0.0076577 0.0120084 9.60774e-06 0.000689321 -4.50679e-05 0.00051909 0.000330272 0.00460412 -0.000559194 0.00399123 0.00148187 0.00954274 -2.73063e-06 0.000861482 0.0013952 0.00697338 0.0500825 -5.44002e-05 3.74882e-05 0.00123252 0.0010428 internal_weight=1.33122e+06 1.32979e+06 16267 1.31352e+06 9313 6954 3848 3742 3106 3023 1456 1.29863e+06 96684 1.20195e+06 92655 87888 4029 49586 4767 38302 1312 1.16214e+06 65562 50210 1836 43 1.09657e+06 945199 64859 63062 internal_count=1331221 1329791 16267 1313524 9313 6954 3848 3742 3106 3023 1456 1298634 96684 1201950 92655 87888 4029 49586 4767 38302 1312 1162135 65562 50210 1836 43 1096573 945199 64859 63062 cat_boundaries=0 1 2 cat_threshold=5893 1024 is_linear=0 shrinkage=0.05 Tree=251 num_leaves=31 num_cat=3 split_feature=5 8 5 102 17 24 4 5 4 9 6 20 13 136 33 136 35 91 136 121 102 79 71 27 104 57 12 32 55 126 split_gain=14.2894 15.629 25.0334 21.0891 20.3435 19.2846 19.2241 23.2145 38.6708 30.6164 27.3618 24.4539 19.4945 19.6954 24.002 20.6265 24.5213 26.5695 19.21 28.7787 22.4783 25.8204 29.5353 30.3695 25.3607 23.5875 19.8197 28.067 19.4619 19.1837 threshold=16.750000000000004 16.050000190734867 12.250000000000002 -0.25304175913333887 20.524999618530277 198.50000000000003 10.34999990463257 8.5500001907348651 7.7500000000000009 8.0500001907348651 9.5500001907348651 5.9349999427795419 1.3949999809265139 0 11.650000095367433 1 8.2500000000000018 -0.8772393763065337 2 -0.47714059054851526 0.69982945919036876 20.085000038146976 287.27465820312506 193.50000000000003 -0.61425313353538502 211.08948516845706 3.1350001096725468 11.050000190734865 42.715000152587898 -0.76037701964378346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -3 18 -4 7 8 -1 -10 11 -9 -8 -14 15 -15 17 -17 20 26 21 22 23 25 -25 -5 -20 -28 -24 -22 right_child=-2 3 5 4 -6 -7 12 10 9 -11 -12 -13 13 14 -16 16 -18 -19 19 -21 29 -23 28 24 -26 -27 27 -29 -30 -31 leaf_value=-5.4700490590530664e-05 -0.0049962141470594086 -0.0045613979914256421 -0.0075141332797636091 0.083151548531895977 0.028556538090798195 -0.0012952423539717062 0.0049003372449399852 -0.0010172428108098373 0.0029520021343612569 0.00058539977231618703 -0.0014716465706413966 0.00084117214236342829 0.0040385054297445017 0.0028833349077897188 -0.00036961689663881611 -0.013751382923426115 0.0013928654231661459 -0.0015785451401769696 0.00031054790987485406 0.0016878980778307646 -0.0074591226133513266 0.0024121454205140794 0.011098496046396945 0.010038646749076141 -0.0077342482418505526 0.0089067298797485626 -0.0019539149324351818 -0.012713607284045801 0.025897615026727425 0.0018139131320953521 leaf_weight=981276 1430 1543 1322 20 69 21855 2763 32777 16863 72085 58667 38485 3981 14171 40129 518 11520 3330 2395 9994 601 3034 939 367 443 23 1610 972 291 7748 leaf_count=981276 1430 1543 1322 20 69 21855 2763 32777 16863 72085 58667 38485 3981 14171 40129 518 11520 3330 2395 9994 601 3034 939 367 443 23 1610 972 291 7748 internal_value=-7.48595e-07 4.62331e-06 -2.144e-05 0.00113197 0.00144015 -0.00164996 8.12704e-06 -4.08322e-05 3.57887e-05 0.00103407 -0.000671957 -1.36069e-05 0.000777097 0.000622411 0.000426566 0.00150833 0.000238395 -0.0032172 0.00137435 0.000140791 0.00274363 0.00535508 0.00964162 0.00249214 0.000318409 0.0434392 -0.00296558 -0.00600443 0.0145998 0.0011464 internal_weight=1.33122e+06 1.32979e+06 1.29974e+06 30049 28506 23177 1.27656e+06 1.20015e+06 1.07022e+06 88948 129929 71262 76412 73649 69668 29539 15368 3848 28437 14971 13466 5117 2083 853 810 43 4977 2582 1230 8349 internal_count=1331221 1329791 1299742 30049 28506 23177 1276565 1200153 1070224 88948 129929 71262 76412 73649 69668 29539 15368 3848 28437 14971 13466 5117 2083 853 810 43 4977 2582 1230 8349 cat_boundaries=0 1 2 3 cat_threshold=1024 2635 5893 is_linear=0 shrinkage=0.05 Tree=252 num_leaves=31 num_cat=0 split_feature=104 22 17 15 16 25 121 115 37 5 16 16 24 18 22 52 18 19 79 41 31 93 121 39 28 85 10 77 38 119 split_gain=13.088 15.3196 13.1785 33.8616 32.7656 54.0061 30.4003 37.6347 57.8908 27.0915 25.636 22.3124 28.9739 26.9065 23.0988 22.4674 24.6689 27.8523 23.6788 31.8926 23.4665 34.0872 23.0043 43.5624 57.2341 40.3899 26.1159 21.793 21.4254 27.6204 threshold=0.31884104013442999 4.9949998855590829 15.405000209808351 4.7349998950958261 14.039999961853029 267.50000000000006 0.38266885280609136 0.13052122294902804 12.34999990463257 10.050000190734865 14.550000190734865 15.405000209808351 248.50000000000003 15.405000209808351 9.6350002288818377 52.460000991821296 14.550000190734865 14.550000190734865 52.980001449584968 0.65000000596046459 1009.4500122070314 -0.17031097412109372 -0.74892720580101002 14.650000095367433 1015.4500122070314 0.79361233115196239 16.94999980926514 47.444999694824226 12.84999990463257 0.061046212911605842 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 11 5 -4 7 10 9 -9 28 14 -13 -14 15 18 17 20 -1 -20 27 -22 23 26 25 -25 -23 -17 -5 -30 right_child=1 -3 4 6 -6 -7 -8 8 -10 -11 -12 12 13 -15 -16 16 -18 -19 19 -21 21 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-6.2873064745719832e-05 0.0028168027897305858 -0.0041393123546619908 0.00031700015097810226 -0.0015816440363735614 0.00013664759798520478 0.0052824415256246442 -0.0086873619761005036 0.03425080838613212 0.00037776638572621678 0.11654830850660801 0.0023383193858099146 -0.00031288807494489967 0.0033244420745068824 -0.00017368753034750041 -0.0011321816042047567 0.0018715248179874114 -0.00082123008711433836 -0.0011875309576394428 0.0046935917453653723 -0.012768870314306123 0.025666250241466439 0.005300542005765436 0.0041320519100073849 0.10378860502558596 0.0075683451134344595 0.037363157428834323 0.063221066086553035 -0.014595284941310252 -0.020488424018404165 -0.0052059520980925304 leaf_weight=1042138 1009 3672 14740 4338 134689 8713 1834 20 72 20 2481 21134 17070 8108 48751 1352 5571 2568 4161 279 218 723 4862 34 112 70 20 236 351 1875 leaf_count=1042138 1009 3672 14740 4338 134689 8713 1834 20 72 20 2481 21134 17070 8108 48751 1352 5571 2568 4161 279 218 723 4862 34 112 70 20 236 351 1875 internal_value=-7.08566e-07 -0.00263991 8.60445e-06 -4.93747e-05 0.000436971 0.00216171 -0.00281156 -0.00163473 0.0271713 0.0753996 -0.00199142 -2.31444e-05 0.00105215 0.00219795 -6.79643e-05 -1.91274e-05 0.00185431 0.00331634 -4.73494e-05 0.00359629 0.00483279 0.00625499 0.00552803 0.0126054 0.0323699 0.0590792 0.00685964 -0.000575684 -0.00362794 -0.00761572 internal_weight=1.33122e+06 4681 1.32654e+06 1.1684e+06 158142 23453 10991 9157 112 40 9045 1.15741e+06 46312 25178 1.1111e+06 1.06234e+06 15766 10195 1.04658e+06 4440 7627 6039 5821 959 216 104 743 1588 6564 2226 internal_count=1331221 4681 1326540 1168398 158142 23453 10991 9157 112 40 9045 1157407 46312 25178 1111095 1062344 15766 10195 1046578 4440 7627 6039 5821 959 216 104 743 1588 6564 2226 is_linear=0 shrinkage=0.05 Tree=253 num_leaves=31 num_cat=3 split_feature=70 136 82 106 76 10 20 136 67 19 12 35 26 79 28 21 7 111 136 27 84 100 12 127 92 127 125 4 18 0 split_gain=12.8653 15.2907 17.418 16.5014 17.0853 13.5006 27.0676 30.8809 37.1018 31.1077 26.62 27.0908 24.9808 30.875 20.6271 25.5249 20.6083 24.3133 20.4073 19.9844 19.6764 23.0886 19.2179 20.9979 18.9564 18.5625 39.6019 51.5544 57.0611 38.7781 threshold=317.24839782714849 0 292.50292968750006 -0.32532648742198939 16.494999885559086 1.0000000180025095e-35 7.3949999809265146 1 10.355000019073488 10.405000209808351 2.5149999856948857 15.34999990463257 271.50000000000006 14.614999771118166 1007.1499938964845 6.1150000095367441 2.2500000000000004 -0.49154707789421076 2 223.50000000000003 0.71435901522636425 0.22697472572326663 2.3950001001358037 -0.38266885280609125 0.64595186710357677 0.36648726463317877 -0.35019405186176294 5.1499998569488534 10.405000209808351 236.50000000000003 decision_type=2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 -2 -3 -5 6 7 8 14 -10 -8 19 13 -13 15 -1 17 -7 -19 20 21 -12 -20 -24 -21 29 27 -27 -29 -18 right_child=1 3 -4 4 -6 16 10 -9 9 -11 11 12 -14 -15 -16 -17 25 18 22 24 -22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=0.077844051495194438 0.0050488520624967642 -0.0024039939412612474 -0.00057747177741457247 -0.0093663982731613821 -0.04603679274640432 -0.004048261819026038 -0.0018681922367048708 0.00070596506005814565 0.001669350360108573 0.012749648825708483 0.070649842163547874 0.065918851266615106 0.0074054827360614962 -0.010167018957436085 0.001828703431024997 -0.0010817626790542688 -2.5571891742640304e-05 0.00028432918140833605 -0.00050098698473524737 -0.003401008263408719 -0.0013593766830801485 0.013764811728403652 -0.0050444577694179231 -0.0011439304387504485 0.0031026652905953526 0.00073606745356408502 -0.00017947871129348088 -0.0024828254594068196 0.0092148609878568953 0.00097765758987959249 leaf_weight=20 1421 8118 43047 141 41 4538 12628 17449 952 1893 30 40 1074 20 5798 21 251820 81083 130157 2166 62 44 4934 11475 2321 27995 560610 1421 3914 155988 leaf_count=20 1421 8118 43047 141 41 4538 12628 17449 952 1893 30 40 1074 20 5798 21 251820 81083 130157 2166 62 44 4934 11475 2321 27995 560610 1421 3914 155988 internal_value=-6.73137e-07 -0.000765763 -0.00039759 -0.00273451 -0.0176273 3.09059e-05 0.000886331 0.00192044 0.00435488 0.00904194 -0.000583577 0.00223423 0.00915953 0.0405569 0.00207861 0.0374186 4.37884e-08 -0.000424386 -0.000352147 0.000535489 0.0194181 0.0368263 -0.000704228 -0.00231677 -3.68393e-05 9.84188e-05 -7.99281e-05 0.00159451 0.00609913 0.000358167 internal_weight=1.33122e+06 52768 44468 8300 182 1.27845e+06 44518 26133 8684 2845 18385 5757 1134 60 5839 41 1.23394e+06 232187 227649 4623 136 74 146566 16409 4487 1.00175e+06 593940 33330 5335 407808 internal_count=1331221 52768 44468 8300 182 1278453 44518 26133 8684 2845 18385 5757 1134 60 5839 41 1233935 232187 227649 4623 136 74 146566 16409 4487 1001748 593940 33330 5335 407808 cat_boundaries=0 1 2 3 cat_threshold=1429 3456 568 is_linear=0 shrinkage=0.05 Tree=254 num_leaves=31 num_cat=3 split_feature=5 127 83 30 8 5 8 136 104 27 32 12 27 12 108 32 120 136 121 36 120 64 136 41 35 35 127 39 125 21 split_gain=12.8198 15.4955 29.1082 19.5492 14.9104 16.9433 20.5891 16.6657 17.9226 26.6032 16.206 23.6267 16.7265 15.9624 15.9935 25.6285 15.8494 15.4986 19.8639 15.2582 15.1959 15.3603 15.0899 15.4896 15.636 14.2092 15.7902 13.3671 15.4723 13.0051 threshold=16.849999427795414 -0.9366365075111388 188.54351806640628 997.54998779296886 18.44999980926514 13.250000000000002 15.550000190734865 0 -0.61852920055389393 220.50000000000003 12.449999809265138 2.0849999189376835 271.50000000000006 4.9549999237060556 0.67039695382118236 11.650000095367433 0.52247866988182079 1 0.68832838535308849 11.650000095367433 0.59480014443397533 2.7350000143051152 2 6.7500000000000009 10.949999809265138 9.7500000000000018 -0.28400452435016627 10.250000000000002 0.87032255530357372 4.9749999046325692 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 left_child=4 2 3 -2 5 6 -1 13 9 -9 11 20 -13 14 -6 16 27 18 -12 -14 21 -8 23 -7 -25 -11 -27 28 -16 -22 right_child=1 -3 -4 -5 7 22 10 8 -10 25 17 12 19 -15 15 -17 -18 -19 -20 -21 29 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-1.1908780880713382e-05 0.065005550914931862 -0.0082078237001254571 -0.0085953682793752702 0.013172747053014225 -0.0054029326533458922 0.0013031422451487329 0.0056348618008370509 0.063850342022740966 0.0025225709183463044 -0.0068740089837988115 0.0031035257517817209 -0.0024953642061282212 0.001480658753959709 -0.014280061920846089 -0.01849440993481459 -0.0052560915338029073 0.044444823015809938 -0.0020555565543302705 -0.024414012265572355 0.0056314556349003828 0.048900449214852419 0.028221548960303489 -0.0028919102239570601 -0.014804494973423258 -0.0019964088494709262 0.039516263770661794 0.0098797573440649912 0.013643431155441317 0.020076575297384693 0.0088220358646607829 leaf_weight=1285597 21 967 202 136 783 6041 488 23 4813 115 3099 1585 5829 225 78 404 34 4457 67 3570 48 89 9550 278 1668 49 543 388 39 35 leaf_count=1285597 21 967 202 136 783 6041 488 23 4813 115 3099 1585 5829 225 78 404 34 4457 67 3570 48 89 9550 278 1668 49 543 388 39 35 internal_value=-6.39109e-07 -0.00491449 0.00395639 0.0201058 4.26035e-06 -8.34285e-06 1.24055e-05 0.00222824 0.0036233 0.0109302 0.00163478 0.00280809 0.002256 -0.00174491 -0.00012095 0.00426483 0.0114011 -0.000157429 0.00251325 0.00305725 0.0119962 0.00911877 -0.00155215 5.33478e-05 -0.00382614 0.00920862 0.0123328 0.00917638 -0.00563741 0.0319999 internal_weight=1.33122e+06 1326 359 157 1.3299e+06 1.3224e+06 1.30486e+06 7494 5543 730 19267 11644 10984 1951 1726 943 539 7623 3166 9399 660 577 17537 7987 1946 707 592 505 117 83 internal_count=1331221 1326 359 157 1329895 1322401 1304864 7494 5543 730 19267 11644 10984 1951 1726 943 539 7623 3166 9399 660 577 17537 7987 1946 707 592 505 117 83 cat_boundaries=0 1 2 3 cat_threshold=2162 5825 5396 is_linear=0 shrinkage=0.05 Tree=255 num_leaves=31 num_cat=3 split_feature=40 17 14 23 16 7 52 28 132 54 136 20 31 136 19 87 25 79 16 65 28 31 115 27 136 126 76 12 20 15 split_gain=13.2791 12.4064 28.3332 55.4006 42.473 41.9288 38.1884 39.2768 37.5967 33.5595 30.1146 41.5671 27.6992 27.5503 25.4038 31.3337 27.2467 25.0524 23.9809 23.3925 22.958 59.2678 25.8672 22.3881 21.6034 21.0334 20.5504 27.6001 24.7786 27.874 threshold=-1.0000000180025095e-35 13.344999790191652 2.7649999856948857 8.2049999237060565 13.344999790191652 11.34999990463257 10.635000228881838 1032.4500122070315 1021.3500061035157 11.805000305175783 0 7.5750000476837167 1018.4500122070314 1 14.550000190734865 0.84312313795089733 245.50000000000003 3.4250000715255742 12.309999942779543 24.634999275207523 1009.7500000000001 1009.3500061035157 0.47714059054851538 283.50000000000006 2 -0.76037701964378346 33.43499946594239 2.554999947547913 6.3550000190734872 2.3950001001358037 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=-1 2 5 10 23 6 7 19 9 -8 11 -4 -11 25 15 16 -3 -10 -16 26 21 22 -18 -5 -12 -7 27 -2 -29 -30 right_child=1 14 3 4 -6 13 8 -9 17 12 24 -13 -14 -15 18 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0060489493785349695 -0.00014857271367377305 1.9411112435488038e-05 -0.00038895183732636868 -0.0061422564601442122 0.00050539340852399006 -0.010750498987389912 0.0032935301607778392 0.01576174724804395 0.044619218542356981 -0.0010770086437278208 -0.0078958424566200631 0.0023467277410118455 0.0019006113600261701 0.0030310680681112524 0.0017740419125837248 -0.00076643425870181949 0.001796978475469989 0.010487249583725114 -0.00026484511428518992 -0.0021257803206258786 0.0011365754786312539 0.011092574470976224 0.052714285720139746 -0.0027012147042200269 -0.0011310543019011205 0.00024607814203192658 -0.0027545195677700302 -0.00080641965796723458 0.0043904503721025664 0.00071595116691963983 leaf_weight=906 656334 52256 45187 6362 8531 457 13330 388 60 16895 1214 20045 14525 18618 15485 31933 11042 517 210045 14683 91482 2090 25 18392 33619 8970 7264 8871 9282 11625 leaf_count=906 656334 52256 45187 6362 8531 457 13330 388 60 16895 1214 20045 14525 18618 15485 31933 11042 517 210045 14683 91482 2090 25 18392 33619 8970 7264 8871 9282 11625 internal_value=2.26212e-06 6.38569e-06 -9.6388e-05 -0.000770022 -0.00253707 1.85096e-05 -5.2119e-05 -0.000142139 0.00135487 0.00119135 -0.000182243 0.00045162 0.000299501 0.00191682 0.000233376 0.000661234 0.000951809 0.0140365 -0.000124854 -0.000150854 0.00141744 0.00337034 0.001912 -0.00358559 -0.00136902 -0.000286707 -0.000109033 -8.10246e-05 0.0014078 0.0023473 internal_weight=1.33043e+06 1.32953e+06 915169 133350 33285 781819 753774 708447 45327 44750 100065 65232 31420 28045 414358 188828 156895 577 225530 708059 104639 13157 11067 24754 34833 9427 693376 686112 29778 20907 internal_count=1330433 1329527 915169 133350 33285 781819 753774 708447 45327 44750 100065 65232 31420 28045 414358 188828 156895 577 225530 708059 104639 13157 11067 24754 34833 9427 693376 686112 29778 20907 cat_boundaries=0 1 2 3 cat_threshold=413 803 2080 is_linear=0 shrinkage=0.05 Tree=256 num_leaves=31 num_cat=5 split_feature=28 31 1 32 118 23 136 136 43 40 19 20 18 28 3 136 35 136 40 67 112 33 136 122 35 12 100 10 11 16 split_gain=12.0003 49.7293 45.0619 36.9133 34.3133 37.7321 33.0047 30.3864 37.0453 32.0637 31.0432 40.5952 32.5647 29.9995 91.8233 22.2828 21.7204 26.6289 21.4572 21.2891 24.6163 20.4468 34.0708 36.0042 30.3528 31.207 37.9688 29.5324 31.9004 23.7577 threshold=1018.5499877929689 1019.3500061035157 305.50000000000006 9.3499999046325701 0.608738273382187 5.8849999904632577 0 1 11.550000190734865 15.750000000000002 13.344999790191652 8.7150001525878924 12.699999809265138 1014.5499877929689 324.50000000000006 2 9.6500000953674334 3 7.9500000476837167 3.6450001001358037 -0.36648726463317866 14.050000190734865 4 -0.89490029215812672 13.949999809265138 3.9650000333786015 -0.082602359354495988 5.6499998569488534 8.2500000000000018 7.4149999618530282 decision_type=2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 1 2 1 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 21 3 13 7 15 -4 8 -2 10 11 -9 -13 14 -3 19 -7 -18 -5 20 -6 24 23 27 -1 -26 -27 -23 29 -29 right_child=4 2 6 18 5 16 -8 9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31 leaf_value=9.6994932596094235e-05 -0.0018393961417654875 0.014124987471396986 -0.0030935009913626355 0.0040677866858305533 0.0023945027825782624 -0.003654175066208415 0.0017198338825948776 0.00035299861039166905 0.0010129630149115804 0.015262032598809712 -0.00042229375794313752 0.0051392988475194483 0.0011913422965963568 0.0075584608485171519 0.10985063838547673 -0.0015673515053712562 0.0013332600678800561 -0.0017610099869567388 0.00027214428094971319 0.0073649710482025432 -0.0057100443639309072 7.5733594428277503e-05 -0.00094256626788283455 0.00048205684154318704 0.0011310706036368062 -0.011112361402851285 0.010764775273666717 -0.0045895324267541974 0.00078492649332028938 -0.0015227508019487351 leaf_weight=511092 40154 184 5618 10551 7341 11674 9689 107793 15887 356 98969 8474 13616 2341 29 5363 8271 43480 5754 1790 1074 41109 123151 169329 51040 228 1524 10613 8345 15594 leaf_count=511092 40154 184 5618 10551 7341 11674 9689 107793 15887 356 98969 8474 13616 2341 29 5363 8271 43480 5754 1790 1074 41109 123151 169329 51040 228 1524 10613 8345 15594 internal_value=2.14676e-06 9.43473e-05 0.00196788 0.00360381 -0.000242425 -0.00116462 -4.76615e-05 1.29558e-05 -0.0010306 0.000268137 0.000244824 0.000753159 0.00270583 0.00919304 0.0271581 0.00104107 -0.00170602 -0.00126656 0.00272831 0.00241104 0.00136013 2.56677e-05 -0.000264171 7.68786e-05 0.000214894 0.0013563 0.00791775 -0.000829898 -0.00190739 -0.0027647 internal_weight=1.33043e+06 966191 34166 18859 364242 78993 15307 285249 56041 229208 228852 129883 22090 2554 213 15568 63425 51751 16305 10205 8415 932025 368141 244990 563884 52792 1752 75661 34552 26207 internal_count=1330433 966191 34166 18859 364242 78993 15307 285249 56041 229208 228852 129883 22090 2554 213 15568 63425 51751 16305 10205 8415 932025 368141 244990 563884 52792 1752 75661 34552 26207 cat_boundaries=0 1 2 3 4 5 cat_threshold=198 6176 1432 2064 7224 is_linear=0 shrinkage=0.05 Tree=257 num_leaves=31 num_cat=4 split_feature=123 136 8 122 77 136 120 21 11 2 52 18 64 29 5 121 136 26 29 35 105 11 136 21 6 17 15 13 38 17 split_gain=11.9639 37.0954 34.9821 19.7316 21.6933 18.3951 17.9981 47.4344 17.8472 18.0821 17.6332 17.4282 41.3972 29.0344 24.9171 29.5364 30.0801 24.5746 25.5289 40.9913 23.3699 20.9282 20.5242 19.0189 18.623 17.0363 18.9972 24.3479 16.9932 16.8307 threshold=-0.79332312941551197 0 7.5499999523162851 -0.79332312941551197 15.614999771118166 1 -0.88697704672813404 7.5150001049041757 5.4500000476837167 294.50000000000006 122.03499984741212 7.4149999618530282 3.3549998998641972 1014.3500061035157 5.7500000000000009 0.58068084716796886 2 197.50000000000003 1007.7500000000001 14.750000000000002 -0.26021358370780939 12.34999990463257 3 5.2950000762939462 5.9500000476837167 7.4149999618530282 1.1050000190734866 1.0950000286102297 11.949999809265138 20.524999618530277 decision_type=2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 8 4 25 -5 7 -4 -1 -10 -6 12 13 14 17 22 -17 18 19 -2 -14 -15 -16 -18 -23 26 27 -3 -25 -13 right_child=11 3 6 5 10 -7 -8 -9 9 -11 -12 29 20 21 15 16 23 -19 -20 -21 -22 24 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=5.934677365449718e-05 0.016277011133653301 -0.00083675897714188233 0.024151680916396589 -0.00040964800261138515 -0.0035863911892127787 0.0010135144184173976 0.0033007437804123321 0.0023181984827861687 0.0058156778144472943 0.0010873145951274005 0.0072498266341564106 -0.00016388981596389895 0.0034718249761224243 0.00038023786525290232 0.00072420752327874969 0.00013472099262812454 0.036600891242358984 0.00020659698552741689 0.0019716756078660006 0.090623269183561214 -0.001715872060127464 0.011872019550893289 -0.0029614555554407299 -0.0081749867561321035 0.0023699126658269743 0.0001072919085762704 5.4615559054555983e-05 -0.0048512894183143475 0.020202554980338627 0.0030213538342826682 leaf_weight=24349 254 9417 385 33253 6906 71559 10926 703 3021 6114 397 920097 15152 45037 4692 667 104 15899 408 20 2534 544 19389 78 9892 103328 14673 6306 163 4166 leaf_count=24349 254 9417 385 33253 6906 71559 10926 703 3021 6114 397 920097 15152 45037 4692 667 104 15899 408 20 2534 544 19389 78 9892 103328 14673 6306 163 4166 internal_value=2.0378e-06 0.000285204 0.00159651 4.245e-05 -0.00034372 0.000562055 0.00391144 0.0100442 0.000766397 0.00265101 -0.00299732 -7.73549e-05 0.000503587 9.85239e-05 -0.000898763 -0.0018926 0.00647536 0.000605268 0.00989922 0.0217037 0.00272855 0.000847734 -0.00224426 0.0182024 0.00286523 -0.0001988 -0.00123933 -0.00244686 0.0110181 -0.000149533 internal_weight=1.33043e+06 291337 45498 245839 141027 104812 12014 1088 33484 9135 7303 1.0391e+06 114833 97147 41674 25093 1012 16581 682 274 17686 55473 24081 345 10436 133724 30396 15723 241 924263 internal_count=1330433 291337 45498 245839 141027 104812 12014 1088 33484 9135 7303 1039096 114833 97147 41674 25093 1012 16581 682 274 17686 55473 24081 345 10436 133724 30396 15723 241 924263 cat_boundaries=0 1 2 3 4 cat_threshold=777 160 2865 5152 is_linear=0 shrinkage=0.05 Tree=258 num_leaves=31 num_cat=3 split_feature=40 39 12 125 132 29 25 136 31 28 136 2 31 125 67 38 28 35 136 79 80 95 57 32 16 52 15 22 39 127 split_gain=11.7988 12.0936 20.7479 17.9075 17.0065 15.2157 18.628 14.1656 13.7404 23.3928 35.0173 31.3289 25.0779 43.8755 37.2807 31.2546 25.4741 34.2472 28.1032 27.5423 37.6379 25.7658 25.0547 30.4246 28.1576 29.8593 26.7633 25.4963 32.1717 39.7357 threshold=-1.0000000180025095e-35 9.1500000953674334 5.305000066757203 0.93663650751113903 1020.3500061035157 1013.2500000000001 175.50000000000003 0 1025.350036621094 1022.8500061035157 1 171.50000000000003 1021.2500000000001 1.0000000180025095e-35 52.774999618530281 13.750000000000002 1018.7500000000001 14.250000000000002 2 7.8450000286102304 279.59010314941412 -0.51502507925033558 271.86990356445318 9.8499999046325701 11.269999980926515 6.2149999141693124 1.2250000238418581 7.1349999904632577 11.250000000000002 0.0087262028828263612 decision_type=2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 6 -2 -5 9 12 -11 -12 16 14 -14 -16 22 18 -18 21 -21 -20 -3 27 25 -25 -26 -24 29 -29 right_child=1 8 -4 7 -6 -7 -8 -9 -10 10 11 -13 13 -15 15 -17 17 -19 19 20 -22 -23 23 24 26 -27 -28 28 -30 -31 leaf_value=-0.0057020384797901134 0.027234199437820905 -4.2117536729908731e-05 0.027246058876880853 -0.0094714340824714818 0.033704824452147342 -0.0013658507206444951 -0.0055023730291281839 0.0017121360042989032 0.00090956392788961384 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0.00279743 0.0144569 -1.38613e-05 -0.00060159 -0.000998846 -0.0018048 -0.00330105 -0.00100388 8.27939e-05 0.000603643 0.000416954 0.00123917 -8.20091e-05 0.00279141 0.00131054 -0.00163857 internal_weight=1.33043e+06 1.32953e+06 21175 21111 15418 15385 3553 5693 1.30835e+06 1.26588e+06 67316 58009 1.19856e+06 77477 22139 665 1.12108e+06 158330 122562 57447 20037 37410 962752 186228 171586 64802 106784 14642 9737 4743 internal_count=1330433 1329527 21175 21111 15418 15385 3553 5693 1308352 1265875 67316 58009 1198559 77477 22139 665 1121082 158330 122562 57447 20037 37410 962752 186228 171586 64802 106784 14642 9737 4743 cat_boundaries=0 1 2 3 cat_threshold=16 3104 222 is_linear=0 shrinkage=0.05 Tree=259 num_leaves=31 num_cat=2 split_feature=117 53 14 105 22 90 14 12 100 63 52 107 8 13 136 77 30 39 119 15 35 123 136 33 14 55 4 120 35 15 split_gain=11.8589 21.4898 14.2908 13.4812 21.6907 25.4698 19.9057 18.8993 23.684 38.8715 21.0418 20.6159 18.8355 28.3352 36.5813 25.09 24.5019 34.8738 39.7051 38.7494 70.2895 24.4708 32.8357 31.7852 24.9061 54.6856 25.8707 24.6711 22.5753 22.0175 threshold=0.7933231294155122 0.6850000023841859 5.1050000190734872 1.0000000180025095e-35 4.5750000476837167 -0.8307034671306609 1.3049999475479128 4.4049999713897714 -0.97157618403434742 0.73651474714279186 12.75500011444092 -0.51959121227264393 12.84999990463257 2.1149998903274541 0 10.175000190734865 997.54998779296886 12.449999809265138 -0.0087262028828264185 4.7349998950958261 11.949999809265138 -0.07845610752701758 1 12.150000095367433 3.2649999856948857 39.225000381469734 12.250000000000002 0.11319890245795251 12.449999809265138 1.3849999904632571 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=3 2 -2 12 -5 7 -7 8 9 11 -9 -6 -1 14 15 -14 17 19 -19 -15 -21 22 24 -24 25 -18 -27 -23 -25 -29 right_child=1 -3 -4 4 5 6 -8 10 -10 -11 -12 -13 13 16 -16 -17 21 18 -20 20 -22 27 23 28 -26 26 -28 29 -30 -31 leaf_value=4.626979878413801e-07 -0.0013431527104002803 0.00018823149220464333 0.014829064689977706 0.0058349211057732468 -0.028191898652021926 0.0011994856600634814 -0.0083648285248025377 0.016026800037291129 -0.00052275297613006168 0.080798717765581049 -0.014362198728555925 0.01610512197759479 0.0078437386112104983 0.0057168864011782686 0.00097346399160299323 0.00092904982304958155 0.0030348057566349312 -0.015554562796190208 0.001926362650227076 0.0019503668510450927 0.05493098078777308 -0.0038398048175641679 0.00086949292177334421 -0.0057525715487795753 0.00032365961848027243 0.010665811425516682 0.031242215848511931 -0.016743253102382973 -0.0010432375414872878 0.00035733235297115607 leaf_weight=1121662 47015 50491 137 869 31 706 2371 66 5929 21 416 172 4142 2373 13583 1920 8847 367 2827 136 116 7173 24823 3204 8219 440 234 192 12369 9582 leaf_count=1121662 47015 50491 137 869 31 706 2371 66 5929 21 416 172 4142 2373 13583 1920 8847 367 2827 136 116 7173 24823 3204 8219 440 234 192 12369 9582 internal_value=1.83414e-06 -0.000528586 -0.00129616 4.3846e-05 -0.0017332 -0.00241038 -0.00617035 -0.000666677 8.02052e-05 0.0160398 -0.010201 0.00934055 5.92304e-05 0.00071482 0.00241816 0.00564436 0.000301206 0.00342683 -8.22471e-05 0.00769654 0.0263383 5.89672e-05 0.000546324 -0.000241341 0.00233874 0.00408072 0.0178095 -0.00161289 -0.00201214 2.14093e-05 internal_weight=1.33043e+06 97643 47152 1.23279e+06 10581 9712 3077 6635 6153 224 482 203 1.22221e+06 100547 19645 6062 80902 5819 3194 2625 252 75083 58136 40396 17740 9521 674 16947 15573 9774 internal_count=1330433 97643 47152 1232790 10581 9712 3077 6635 6153 224 482 203 1222209 100547 19645 6062 80902 5819 3194 2625 252 75083 58136 40396 17740 9521 674 16947 15573 9774 cat_boundaries=0 1 2 cat_threshold=1402 1555 is_linear=0 shrinkage=0.05 Tree=260 num_leaves=31 num_cat=3 split_feature=16 17 123 136 7 126 112 7 122 6 30 12 0 8 40 120 22 20 20 23 124 127 7 126 136 136 20 122 120 28 split_gain=12.479 13.4962 12.5232 30.821 19.1704 30.7468 25.7588 20.25 17.0892 18.4828 20.6817 17.8532 16.588 20.3046 18.0896 16.5051 15.8236 55.4761 46.6817 33.0224 29.0367 31.6998 53.7266 45.6946 33.4891 32.7587 30.5517 30.4871 34.4662 29.2311 threshold=22.289999961853031 22.289999961853031 -0.79332312941551197 0 2.8500000238418584 0.19936034083366397 -0.96811076998710621 13.050000190734865 -0.78257837891578663 4.3500001430511483 1024.1499633789065 3.0749999284744267 202.50000000000003 10.050000190734865 8.6500000953674334 -0.68832838535308827 7.3750000000000009 8.1350002288818377 6.3350000381469735 7.9849998950958261 -0.90255093574523915 -0.25037047266960138 4.4500000476837167 -0.39873388409614557 1 2 6.9749999046325692 -0.58068084716796864 0.28400452435016638 1016.5499877929689 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 left_child=1 2 3 4 -1 6 12 -7 9 -5 -11 -12 -6 -14 -15 -10 17 19 -18 20 26 22 -22 25 -25 -24 -4 -23 -29 -30 right_child=-2 -3 16 8 5 7 -8 -9 15 10 11 -13 13 14 -16 -17 18 -19 -20 -21 21 27 23 24 -26 -27 -28 28 29 -31 leaf_value=0.00016326886245435045 0.0076821307334853598 0.010434889434477011 -0.0020265634797825669 0.00035644554657985754 0.004856919260486591 0.0013032131413619763 0.0032243175156355373 -0.013824921933675162 0.0013282037661731699 -0.00088301928586282492 0.0053837771196207466 0.032159311977819828 0.010754337937067572 0.02334098219575436 0.070539233153281006 -2.510600036992293e-05 0.003090325221723839 0.0033680356276187041 -0.0004300370561132257 0.0019268948744710396 -3.3458863434507707e-05 -0.00063294532277536936 -0.0025393881095411514 0.00295974579660398 0.0092800091435008107 0.0022739102593851315 0.000827231158316486 0.00038778015846366591 0.00044930886463137191 -0.0025990472599768492 leaf_weight=23221 527 309 34920 56509 830 27468 7076 223 38571 81453 460 72 730 173 23 54175 9651 12404 388366 21290 56612 187671 4334 5001 3640 19017 12822 250358 13370 19097 leaf_count=23221 527 309 34920 56509 830 27468 7076 223 38571 81453 460 72 730 173 23 54175 9651 12404 388366 21290 56612 187671 4334 5001 3640 19017 12822 250358 13370 19097 internal_value=-1.03855e-05 -1.34339e-05 -1.58622e-05 0.000274044 0.00128632 0.00200069 0.00456947 0.00118138 1.24534e-05 -0.000339294 -0.00081884 0.00900753 0.00998992 0.0145908 0.0288796 0.000537705 -9.70887e-05 5.67575e-05 -0.000344676 -8.63174e-06 -7.65363e-05 2.45312e-05 0.000892101 0.00252994 0.00563631 0.00138044 -0.00126012 -0.00013885 0.000189011 -0.00134373 internal_weight=1.33037e+06 1.32985e+06 1.32954e+06 290984 59744 36523 8832 27691 231240 138494 81985 532 1756 926 196 92746 1.03855e+06 640536 398017 628132 606842 559100 88604 31992 8641 23351 47742 470496 282825 32467 internal_count=1330373 1329846 1329537 290984 59744 36523 8832 27691 231240 138494 81985 532 1756 926 196 92746 1038553 640536 398017 628132 606842 559100 88604 31992 8641 23351 47742 470496 282825 32467 cat_boundaries=0 1 2 3 cat_threshold=795 7328 4355 is_linear=0 shrinkage=0.05 Tree=261 num_leaves=31 num_cat=4 split_feature=14 12 20 136 12 121 123 136 6 31 28 21 14 35 136 122 113 79 7 136 28 39 23 19 12 19 29 73 20 43 split_gain=12.2521 62.6109 47.4394 42.3166 49.1341 48.8725 35.5803 53.0203 32.8858 52.2634 44.4942 35.194 32.6821 32.6323 32.6221 28.3461 26.4492 26.2547 24.9781 29.448 24.9664 24.7775 34.427 32.8313 25.5007 24.7539 28.3862 25.9134 24.684 25.6249 threshold=1.7749999761581423 1.7250000238418581 5.6349999904632577 0 3.1350001096725468 -0.9099266231060027 0.44618082046508795 1 5.5499999523162851 1015.0499877929689 1015.3500061035157 7.3750000000000009 1.4550000429153445 12.949999809265138 2 -0.88697704672813404 -0.94260558485984791 2.6049998998641972 8.8499999046325701 3 1017.7500000000001 12.34999990463257 6.5850000381469735 10.405000209808351 3.435000061988831 7.4149999618530282 1014.9500122070314 0.63359105587005626 5.9749999046325692 13.050000190734865 decision_type=2 2 2 1 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 18 -3 4 13 8 25 21 -5 11 16 14 20 -2 15 -10 -11 -6 -1 -20 -4 24 23 -23 -8 26 27 -7 -25 -30 right_child=3 2 12 5 17 6 7 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 28 -26 -27 -28 -29 29 -31 leaf_value=-9.4271636765777862e-05 -0.0046504051929741148 -0.0006137333132801169 0.0031264699487137527 0.00073822877899995477 -0.0067484055782344003 -0.00098157858406405004 -0.00041022717863884654 -0.0030787707005694564 0.027105556624424182 0.034760509698827803 0.0059230180735710845 -0.0017313259962470628 0.0017775555136492261 -0.00055352762396168207 0.002244264992296221 0.0069153043745119941 0.013961197928978762 -0.022183063760280564 0.0040538684480354017 0.00023917813065421861 0.0092040467239451109 0.0018470035210920285 0.00047825144454592374 0.035874694496936477 -0.0042324518468745331 -0.00015355668356075195 0.0022778742753531834 0.0025696721079734898 0.008379958216272335 0.039772833987404332 leaf_weight=572978 6639 19602 4559 22285 840 20469 24153 25142 290 201 3009 3727 48280 18144 1796 434 638 410 7946 13912 2685 1118 14852 120 5326 479655 23564 6858 669 72 leaf_count=572978 6639 19602 4559 22285 840 20469 24153 25142 290 201 3009 3727 48280 18144 1796 434 638 410 7946 13912 2685 1118 14852 120 5326 479655 23564 6858 669 72 internal_value=-9.8617e-06 0.000140789 0.0015009 -0.000162691 -0.00213804 -8.15937e-05 -0.000183376 -0.00123082 0.00181069 0.00417819 0.00876208 0.00135463 0.00224744 -0.00165102 0.00591865 0.0147982 0.0189441 -0.011811 -3.09886e-05 0.00162789 0.00537913 -0.000226846 0.00130371 0.00749861 -0.00110079 -4.23102e-05 0.0010062 -9.03546e-05 0.0148372 0.0114303 internal_weight=1.33037e+06 669962 75126 660411 26033 634378 601998 71452 32380 10095 3848 6247 55524 24783 2520 724 839 1250 594836 21858 7244 46310 16831 1979 29479 530546 50891 27327 861 741 internal_count=1330373 669962 75126 660411 26033 634378 601998 71452 32380 10095 3848 6247 55524 24783 2520 724 839 1250 594836 21858 7244 46310 16831 1979 29479 530546 50891 27327 861 741 cat_boundaries=0 1 2 3 4 cat_threshold=2080 220 649 2242 is_linear=0 shrinkage=0.05 Tree=262 num_leaves=31 num_cat=3 split_feature=12 14 12 136 14 122 136 136 13 122 35 113 10 28 108 28 23 43 16 19 20 20 5 18 28 35 31 33 132 34 split_gain=11.7351 15.1614 54.1159 40.55 42.709 28.858 40.9949 27.1933 55.3981 37.7662 36.4617 28.8147 31.6419 25.7032 23.8628 23.9133 27.721 23.3766 21.6902 21.5767 30.722 22.6747 34.0143 28.9807 23.3555 35.9267 32.0033 23.513 22.5538 25.7893 threshold=0.63499999046325695 1.575000047683716 1.6150000095367434 0 1.3149999976158144 0.28400452435016638 1 2 2.4550000429153447 -0.87878364324569691 13.050000190734865 -0.96359375119209278 4.6499998569488534 1021.0499877929689 -0.071853891015052782 1032.4500122070315 7.7449998855590829 11.050000190734865 8.0099999904632586 6.9049999713897714 5.9149999618530282 5.9749999046325692 4.1499998569488534 8.0099999904632586 1015.6499938964845 14.150000095367433 1012.7500000000001 14.150000095367433 1013.0499877929689 12.84999990463257 decision_type=2 2 2 1 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 14 18 -5 7 -7 8 10 11 -3 12 -9 -6 -2 -16 -17 -14 -4 20 -11 22 -21 -23 27 26 -26 28 -25 -30 right_child=1 5 3 4 13 6 -8 9 -10 19 -12 -13 17 -15 15 16 -18 -19 -20 21 -22 23 -24 24 25 -27 -28 -29 29 -31 leaf_value=-0.001189321585853859 0.001077794952398893 -0.0034704141924022055 -0.0045540890015509502 0.0063751596699172146 0.0012537820239752412 -2.1931735293736313e-05 -0.0018547232370452673 0.00038577054066469993 -0.0064613813803990217 0.00016511039587538358 0.00051689182825189329 0.00078885850271918012 0.0072205725247134964 0.0055107667026179875 -6.7316999396347475e-05 0.00029440461896497331 0.050244140522737124 -0.002421167158882714 0.00096703592826835507 0.0027205864324752697 0.0031952976311343862 0.0015762577442245485 -0.0011480153532159468 0.00084194974964381148 -0.0055148246093519636 0.00093151129366941506 -0.00062604105355731476 -0.00065792820683817723 -0.0026838170311142204 0.0013745711887102946 leaf_weight=20743 51525 7888 3309 6039 28049 69174 54583 4099 4634 27397 20991 39961 5314 4059 427173 61 51 713 3847 6122 12041 28039 79038 132549 3409 40214 185852 46982 10142 6375 leaf_count=20743 51525 7888 3309 6039 28049 69174 54583 4099 4634 27397 20991 39961 5314 4059 427173 61 51 713 3847 6122 12041 28039 79038 132549 3409 40214 185852 46982 10142 6375 internal_value=-9.36731e-06 9.32178e-06 0.000217594 0.00186932 0.00251684 -0.000129641 -0.000830436 1.41545e-06 -0.00138611 7.54521e-05 -0.0005722 0.00139255 0.00377495 0.00179194 6.13141e-05 -6.12603e-05 0.0230394 0.00607995 -0.00158377 -3.86492e-05 0.00109027 -0.000121294 -0.000869908 1.92651e-05 -8.33299e-05 -0.000425716 -0.000714099 0.000317435 0.000624845 -0.00111742 internal_weight=1.33037e+06 1.30963e+06 524113 45303 38147 785517 123757 661760 33513 628247 28879 50087 10126 32108 478810 427285 112 6027 7156 578160 39438 538722 85160 453562 425523 229475 189261 196048 149066 16517 internal_count=1330373 1309630 524113 45303 38147 785517 123757 661760 33513 628247 28879 50087 10126 32108 478810 427285 112 6027 7156 578160 39438 538722 85160 453562 425523 229475 189261 196048 149066 16517 cat_boundaries=0 1 2 3 cat_threshold=2080 4284 2080 is_linear=0 shrinkage=0.05 Tree=263 num_leaves=31 num_cat=3 split_feature=118 102 80 24 31 136 12 100 76 123 126 30 136 8 10 8 33 136 122 124 110 29 37 55 121 11 27 76 78 20 split_gain=12.3642 22.7387 19.4828 25.9128 18.1077 33.4312 21.9607 36.533 28.4755 20.6248 18.9298 18.5959 17.894 17.6277 21.7413 45.4569 25.1625 25.0969 26.364 41.8472 36.4087 30.5773 29.897 29.6416 26.8002 29.6361 35.6277 27.6237 26.1462 26.2347 threshold=0.737249255180359 0.70377758145332348 318.60926818847662 309.50000000000006 1023.5499877929689 0 3.0749999284744267 -0.20379421859979627 19.175000190734867 -0.25037047266960138 -0.58068084716796864 1022.9500122070314 1 3.4500000476837163 5.1499998569488534 6.1499998569488534 13.34999990463257 2 -0.71322327852249134 -0.96359375119209278 -0.29704783856868738 1007.0499877929689 10.750000000000002 3.2050000429153447 -0.44618082046508784 20.750000000000004 182.50000000000003 5.9849998950958261 36.375000000000007 6.5150001049041757 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 11 9 10 8 -8 -6 -7 13 -5 -1 15 -15 -17 -16 20 24 21 23 -21 -19 -20 27 -27 -26 29 -22 right_child=1 -3 3 12 5 6 7 -9 -10 -11 -12 -13 -14 14 17 16 -18 18 19 22 28 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00029116115734317485 0.00047633896733449439 -0.0008040430332837559 -0.0022763231654913006 0.0027101765882980005 0.0037635461563517306 0.0029536611305310224 0.0031068552139913667 -0.0030589933306331258 0.050645885776196213 0.00096264210432319981 3.2574400354163142e-05 -0.0012591595185528733 -0.00062767346203112216 0.00016771747151670099 0.00055117145927237917 0.0027542009642760198 0.00074787874947623595 0.055881900442246758 0.0077536783878516344 0.0021934838576948062 -0.001226871887336354 0.002674465618115073 0.00012781753273238423 0.012591412688492643 -0.00088709546878278263 0.044888186459429567 0.0025047747323782565 -0.0049196003020594908 -0.0068539871749477843 0.00029388718152614118 leaf_weight=255774 49790 114231 20574 5352 12332 6579 72 6750 56 14073 35331 27083 15978 169900 153906 31058 31455 45 651 19204 98442 3183 199341 326 8828 70 170 8184 1800 39835 leaf_count=255774 49790 114231 20574 5352 12332 6579 72 6750 56 14073 35331 27083 15978 169900 153906 31058 31455 45 651 19204 98442 3183 199341 326 8828 70 170 8184 1800 39835 internal_value=-8.89965e-06 -0.000415372 4.82615e-05 -0.00101032 8.77108e-05 0.000837232 6.13689e-05 -0.00255719 0.0239052 0.0022699 0.000491124 3.39977e-05 0.000210817 6.82606e-05 0.000188212 0.000591876 0.00174467 1.25206e-05 -0.000205605 0.000118949 -0.000739907 0.00425783 0.000309332 0.0178423 -0.00220509 -0.00258088 0.0148666 -0.00282702 -0.000866708 -0.00078877 internal_weight=1.33037e+06 164021 1.16635e+06 41904 1.12445e+06 75193 48788 6878 128 26405 41910 1.04926e+06 21330 1.02217e+06 766398 232413 62513 533985 380079 236448 143631 3554 218545 371 17903 17252 240 17012 140077 138277 internal_count=1330373 164021 1166352 41904 1124448 75193 48788 6878 128 26405 41910 1049255 21330 1022172 766398 232413 62513 533985 380079 236448 143631 3554 218545 371 17903 17252 240 17012 140077 138277 cat_boundaries=0 1 2 3 cat_threshold=787 1044 1416 is_linear=0 shrinkage=0.05 Tree=264 num_leaves=31 num_cat=0 split_feature=123 15 11 111 17 13 12 8 29 43 55 52 55 107 135 92 76 103 79 66 29 12 79 8 104 68 83 2 29 95 split_gain=11.84 27.0829 23.3097 20.1085 20.0033 17.3505 16.2863 15.185 17.2683 15.0186 32.6083 17.2704 28.8619 53.6814 31.5993 21.0809 19.6676 21.3379 20.413 19.9078 22.1316 19.1242 18.722 17.7944 16.4178 26.9062 22.3726 25.6799 33.3569 42.078 threshold=-0.87878364324569691 1.1749999523162844 4.2500000000000009 -0.77562236785888661 9.5450000762939471 1.0049999952316286 1.2749999761581423 10.750000000000002 1024.2500000000002 10.150000095367433 102.8050003051758 2.054999947547913 1.7250000238418581 -1.0000000180025095e-35 1017.9500122070314 -0.12868344783782956 47.645000457763679 -0.1842519864439964 38.764999389648445 9.4650001525878924 1020.3500061035157 2.185000061988831 3.3649998903274541 5.8500001430511483 -0.29514786601066584 264.79531860351568 230.19242095947268 155.50000000000003 997.45001220703136 -0.21124386042356488 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 -1 -5 -6 -7 -9 11 -11 16 13 14 15 -13 18 -18 19 -2 -21 -15 -17 -20 -14 26 27 -26 29 -29 right_child=9 2 3 5 6 7 -8 8 -10 10 -12 12 24 21 -16 22 17 -19 23 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0012811302120073909 -0.00030625912081140279 -0.00015565138909395294 0.0094750141076509423 0.0050328153302047381 1.5081627180500843e-05 0.00077110094578012841 0.0031933860448904294 0.0023892898382803416 0.016448871677202333 0.00029283181174084795 -0.015753749986869587 0.00098241172665961647 2.3158910794813776e-05 0.00055655907436642196 0.020808253879942819 0.0096223580764913594 -0.021509579204176312 -0.0034033832575219285 -0.0035596373841284517 -0.00099431246279096486 -0.0045360379401748595 -0.0043045947335253023 0.0034551225223748805 0.0039936282529929139 -0.00088722879233873661 -0.0033535732325880607 -0.0044442599260841702 -0.0086288302751759503 0.0038608643621434614 0.046823245614767077 leaf_weight=33575 417794 38957 753 2937 48739 59975 4394 13451 222 247247 317 8953 377950 4127 246 1416 173 2738 943 23062 5454 3969 9398 4504 4370 9561 1905 52 3091 100 leaf_count=33575 417794 38957 753 2937 48739 59975 4394 13451 222 247247 317 8953 377950 4127 246 1416 173 2738 943 23062 5454 3969 9398 4504 4370 9561 1905 52 3091 100 internal_value=-8.45368e-06 0.000343059 0.000841731 0.00134414 -0.000325773 0.00126419 0.000277921 0.0011139 0.00261757 -7.17498e-05 0.000272285 -0.000168556 6.05363e-05 0.00160884 0.00299859 0.00277695 -0.000382769 -0.00447943 -0.000356371 -0.000393501 -0.00167171 -0.00182658 0.00426267 0.00268599 -4.90809e-05 -0.00148013 0.000401771 0.00161439 0.00498537 0.0278528 internal_weight=1.33037e+06 203003 116295 77338 86708 76585 53133 73648 13673 1.12737e+06 247564 879806 425138 28109 20013 19767 454668 2911 451757 446310 28516 8096 10814 5447 397029 19079 9518 7613 3243 152 internal_count=1330373 203003 116295 77338 86708 76585 53133 73648 13673 1127370 247564 879806 425138 28109 20013 19767 454668 2911 451757 446310 28516 8096 10814 5447 397029 19079 9518 7613 3243 152 is_linear=0 shrinkage=0.05 Tree=265 num_leaves=31 num_cat=2 split_feature=28 31 31 17 28 111 28 12 3 22 15 39 68 59 74 19 63 12 65 53 27 112 136 82 120 55 80 36 64 136 split_gain=12.2687 42.3305 41.0168 59.4783 30.7711 28.4495 35.1504 44.3865 28.6543 48.551 32.3636 26.9685 24.9581 21.5555 20.7846 20.0235 18.5226 24.7705 18.5213 18.4451 27.123 20.4716 20.9079 18.143 17.7191 17.5848 37.1244 39.0029 36.3697 23.7448 threshold=1009.8500061035157 1009.3500061035157 1010.9500122070314 9.5450000762939471 997.54998779296886 -0.49154707789421076 1007.6499938964845 3.1750000715255742 291.50000000000006 7.2950000762939462 2.2649999856948857 13.050000190734865 274.35070800781256 294.21253967285162 0.76177543401718151 15.405000209808351 0.82775717973709118 4.0850000381469735 35.745000839233406 50.690000534057624 271.50000000000006 -0.91702514886856068 0 244.49864196777347 -0.94260558485984791 96.845001220703139 299.47389221191412 10.84999990463257 67.155002593994155 1 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 left_child=2 19 25 16 -5 11 7 8 13 -10 -11 23 24 -7 -14 18 -4 -18 -13 21 -21 22 -2 -6 -9 28 27 -27 -1 -30 right_child=1 -3 3 4 5 6 -8 12 9 10 -12 15 14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.00015743975332595364 -0.0053752396381749794 -1.7320191309732145e-05 -0.0010020359172889625 -0.0059077437820454562 -0.007850842014379673 0.019010269189826991 0.0053245874659235718 0.040026824378098055 0.0089773282788093017 0.023657867166341523 0.074151963279360827 0.0076477969366879686 0.055312306417688507 -0.0051359420905269133 0.011730769821206195 -0.0097273108381778009 0.007287666265761889 0.066004267189165827 0.033972176540243836 -0.016559885181096436 -0.0025475963146628857 -0.0034412688223180187 0.0012251306204949528 0.018836268172700607 -0.0039789898379240188 -0.013155260902829469 -0.0065925999054454584 0.0086867025869575287 0.004921999234366415 -0.0080583972150351357 leaf_weight=136625 1469 1151214 7270 585 827 641 6415 24 99 51 84 210 33 108 160 100 82 23 98 549 931 9937 6346 69 488 225 670 2231 419 2097 leaf_count=136625 1469 1151214 7270 585 827 641 6415 24 99 51 84 210 33 108 160 100 82 23 98 549 931 9937 6346 69 488 225 670 2231 419 2097 internal_value=-1.036e-07 -5.61849e-05 0.000411088 0.002705 0.00521887 0.00591081 0.00701386 0.0134337 0.0203001 0.035573 0.0550764 -0.000943531 0.00385975 0.0155286 0.0191825 0.0097122 -0.000700897 0.0201494 0.0160237 -0.0023826 -0.0077454 -0.0019355 -2.08636e-05 -0.0057957 -0.00191622 0.000131062 0.00383975 0.00668571 4.77408e-05 -0.00590918 internal_weight=1.33008e+06 1.17045e+06 159634 17367 9992 9407 8103 1688 983 234 135 1304 705 749 193 408 7375 105 308 19232 1480 17752 7815 896 512 142267 3126 2456 139141 2516 internal_count=1330080 1170446 159634 17367 9992 9407 8103 1688 983 234 135 1304 705 749 193 408 7375 105 308 19232 1480 17752 7815 896 512 142267 3126 2456 139141 2516 cat_boundaries=0 1 2 cat_threshold=4640 4116 is_linear=0 shrinkage=0.05 Tree=266 num_leaves=31 num_cat=4 split_feature=23 64 5 7 136 12 11 39 28 31 17 31 34 31 28 2 15 136 40 31 5 136 12 8 35 15 136 15 8 28 split_gain=12.2755 23.0078 22.8586 22.3362 19.5084 16.2696 16.0981 15.4345 15.0115 40.3723 40.3943 40.3334 26.2832 23.8898 37.1834 43.5524 39.5 29.0339 22.8065 34.21 21.6205 21.6124 21.4349 26.2015 20.851 30.5809 28.5631 30.1427 26.5043 24.7248 threshold=4.9149999618530282 1.5249999761581423 5.9500000476837167 7.6499998569488534 0 0.6850000023841859 5.4500000476837167 7.6499998569488534 1011.9500122070314 1013.4500122070314 8.7100000381469744 1009.5499877929689 10.050000190734865 1015.3500061035157 1015.0499877929689 232.50000000000003 4.0150001049041757 1 6.6499998569488534 1018.4500122070314 9.5500001907348651 2 1.6950000524520876 5.9500000476837167 14.150000095367433 0.72500002384185802 3 2.6250000000000004 8.5500001907348651 1022.5499877929689 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 left_child=1 2 3 -1 -5 -2 -4 -7 9 -9 -11 -10 18 -13 15 16 21 20 -12 -20 -17 -15 23 -23 25 -16 27 -27 29 -26 right_child=5 -3 6 4 -6 7 -8 8 11 10 12 13 -14 14 24 17 -18 -19 19 -21 -22 22 -24 -25 28 26 -28 -29 -30 -31 leaf_value=0.00057696335858763192 -0.0013918801623439342 0.0028710628159304107 -0.0041098296636704855 -0.0028854786272586043 0.005247706116450597 -0.004655549169762018 -0.00036401454981998507 0.00014507602621965013 -0.0036256234130993465 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-6.56758e-05 0.000108558 0.00129643 0.00334596 0.00040844 0.00901194 0.0268745 -0.00135007 0.00379786 0.00309881 0.00515478 -1.16304e-05 -0.000177342 -0.000215065 -0.00125259 0.000520375 0.000182889 internal_weight=1.33008e+06 75480 65619 37436 5624 1.2546e+06 28183 1.23282e+06 1.23103e+06 249808 21344 981220 14494 973198 651114 59826 18085 41741 2153 165 15019 17433 15100 6899 591288 450854 447102 57755 140434 113126 internal_count=1330080 75480 65619 37436 5624 1254600 28183 1232816 1231028 249808 21344 981220 14494 973198 651114 59826 18085 41741 2153 165 15019 17433 15100 6899 591288 450854 447102 57755 140434 113126 cat_boundaries=0 1 2 3 4 cat_threshold=1057 2246 14 7200 is_linear=0 shrinkage=0.05 Tree=267 num_leaves=31 num_cat=2 split_feature=81 35 17 73 93 110 35 52 71 64 116 125 136 28 136 123 12 36 11 99 76 110 76 10 63 79 84 7 111 106 split_gain=12.201 13.5484 16.3122 12.2264 12.2009 17.0345 21.5766 16.0225 14.3733 33.1437 51.5697 39.2043 32.894 47.7335 29.1142 29.0725 29.4408 29.5281 27.8659 26.3761 29.7058 25.3272 28.7944 25.8399 30.6692 28.1259 42.0733 27.3202 29.2369 27.2028 threshold=338.91448974609381 10.949999809265138 8.0099999904632586 0.82512190937995922 -0.82974782586097706 -0.76745969057083119 13.550000190734865 6.8150000572204599 278.04559326171881 26.505000114440922 0.28400452435016638 0.04361772537231446 0 1027.049987792969 1 -0.49240480363368982 3.9250000715255742 14.050000190734865 20.250000000000004 -0.96380567550659169 53.245000839233406 0.60361698269844066 12.984999656677248 17.349999427795414 0.51385077834129345 15.22499990463257 0.79094630479812633 7.5499999523162851 0.1639545559883118 0.31575976312160497 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 5 6 7 -1 9 -6 11 12 13 19 21 -16 18 -18 -17 -11 -21 23 -23 25 -25 26 27 28 -10 -26 right_child=1 -3 -4 -5 8 -7 -8 -9 14 10 -12 -13 -14 -15 15 16 17 -19 -20 20 -22 22 -24 24 29 -27 -28 -29 -30 -31 leaf_value=-0.0091989125607634704 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22465 20 internal_value=-9.16009e-08 -0.00166077 -0.00460574 -0.0109529 1.37177e-05 -0.000432908 -0.00385823 -0.00736857 6.54913e-05 -5.23726e-05 -0.00179352 -0.000314585 0.00102048 0.00438403 0.000323401 -0.000209511 -0.00100797 -0.00745094 -0.000832387 0.00384465 -0.00136199 0.000691759 0.000212362 0.00129423 0.0101653 0.00121927 0.00171057 0.000477973 0.000129928 0.0160718 internal_weight=1.33008e+06 10969 2880 749 1.31911e+06 137029 3536 1956 1.18208e+06 811314 26441 18253 13704 4740 370768 151542 65061 1726 63335 4684 1601 219226 122076 97150 814 96336 72395 35389 33299 594 internal_count=1330080 10969 2880 749 1319111 137029 3536 1956 1182082 811314 26441 18253 13704 4740 370768 151542 65061 1726 63335 4684 1601 219226 122076 97150 814 96336 72395 35389 33299 594 cat_boundaries=0 1 2 cat_threshold=4870 1940 is_linear=0 shrinkage=0.05 Tree=268 num_leaves=31 num_cat=3 split_feature=135 22 13 132 79 97 54 110 36 12 23 64 5 136 7 16 116 3 13 127 136 12 67 15 136 104 17 28 39 43 split_gain=11.2089 21.5443 16.4698 15.5243 15.2626 14.3232 22.2908 12.2247 13.1344 11.8326 11.1469 20.818 20.7227 22.2839 19.7349 15.0846 23.3614 34.1616 16.8519 15.6961 15.2843 14.7412 19.3177 16.8212 43.2295 15.3931 14.5002 14.1938 16.6415 14.1307 threshold=1028.350036621094 8.4349999427795428 3.3349999189376835 1027.1499633789065 12.675000190734865 -0.88173910975456227 11.404999732971193 0.16605912148952487 12.449999809265138 3.0349999666213994 4.9149999618530282 1.5249999761581423 5.0499999523162851 0 7.6499998569488534 6.0650000572204599 -0.87878364324569691 123.50000000000001 2.3750000000000004 -0.74892720580101002 1 0.74500000476837169 4.5250000953674325 0.72500002384185802 2 0.67297983169555675 9.5450000762939471 1014.3500061035157 8.0500001907348651 10.050000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 left_child=3 -2 7 10 -4 6 -5 8 -3 -7 11 12 13 -1 27 16 17 -14 -17 -20 -19 22 -12 24 26 29 -23 28 -15 -25 right_child=1 2 4 5 -6 9 -8 -9 -10 -11 21 -13 15 14 -16 18 -18 20 19 -21 -22 23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00091282441144653137 -0.0036402157911313523 0.02381391353639109 -0.011345915541965136 0.037364463210105898 0.040485872123390443 -0.010086710119202476 -0.0088799020745129516 0.017196124492006172 0.076537348164452457 -0.03395629730579016 -0.0011214317742914157 0.0027327231757244478 0.046704981584999979 0.045481759626418351 0.0054235204876885608 0.00070357798277246068 -0.0019809826049445416 -0.0099279569706859847 -0.019757707820352393 -0.0027223104104061851 0.01231152116138089 -0.0018377679620968177 0.012180451978326099 -0.00011155484001977386 0.0086400011333903817 -0.0045273112551330518 0.0019353798256531993 0.0026953265616683781 -0.00017971174660814921 0.00029460948203965096 leaf_weight=8866 161 21 49 35 20 174 102 45 27 74 36456 9861 56 20 3632 17723 15769 114 184 510 200 3991 275 923517 1944 1895 7034 9838 8703 278784 leaf_count=8866 161 21 49 35 20 174 102 45 27 74 36456 9861 56 20 3632 17723 15769 114 184 510 200 3991 275 923517 1944 1895 7034 9838 8703 278784 internal_value=-8.73069e-08 0.00931306 0.0221864 -2.34949e-06 0.00367779 -0.0100412 0.00293435 0.0359186 0.0534708 -0.0172091 5.5786e-07 0.000590692 0.000268775 0.00120603 0.002052 -0.000573636 -0.00168959 0.0107293 0.000404285 -0.0072389 0.00431323 -3.49642e-05 -0.00102184 -5.18265e-06 0.00178591 -2.44725e-05 0.000569001 0.00139336 -7.50196e-05 -1.73753e-05 internal_weight=1.33008e+06 323 162 1.32976e+06 69 385 137 93 48 248 1.32937e+06 75476 65615 31059 22193 34556 16139 370 18417 694 314 1.2539e+06 36731 1.21716e+06 12969 1.2042e+06 11025 18561 8723 1.2023e+06 internal_count=1330080 323 162 1329757 69 385 137 93 48 248 1329372 75476 65615 31059 22193 34556 16139 370 18417 694 314 1253896 36731 1217165 12969 1204196 11025 18561 8723 1202301 cat_boundaries=0 1 2 3 cat_threshold=1057 145 2208 is_linear=0 shrinkage=0.05 Tree=269 num_leaves=31 num_cat=3 split_feature=33 39 35 34 35 28 31 38 31 5 124 111 19 136 11 127 15 124 136 79 35 67 124 92 40 28 15 12 136 19 split_gain=11.1756 30.3372 17.7195 29.8887 31.591 28.7367 42.1335 38.4733 37.4956 60.8304 38.3565 34.8698 33.6331 33.4363 32.269 64.0513 130.545 67.3491 26.7905 30.4662 34.2 28.9479 54.7771 37.6659 38.2495 28.6778 26.7625 61.5982 27.2174 26.6831 threshold=16.44999980926514 16.44999980926514 14.550000190734865 13.750000000000002 13.250000000000002 1015.3500061035157 1012.7500000000001 12.750000000000002 1015.9500122070314 9.4499998092651385 0.58068084716796886 0.20601565390825274 11.775000095367433 0 8.7500000000000018 0.8038262426853181 2.9050000905990605 -0.59480014443397511 1 8.9549999237060565 12.449999809265138 14.315000057220461 -0.19936034083366391 0.3214890062808991 7.4500000476837167 1027.549987792969 1.1549999713897707 1.1150000095367434 2 7.4149999618530282 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 left_child=2 -2 3 4 5 8 13 26 -1 10 14 -11 -13 -7 -10 -16 -17 -18 21 -20 -21 -9 25 -24 -25 -23 27 -8 -29 -28 right_child=1 -3 -4 -5 -6 6 7 18 9 11 -12 12 -14 -15 15 16 17 -19 19 20 -22 22 23 24 -26 -27 29 28 -30 -31 leaf_value=0.00015163161067581124 -0.0023883408365354681 -0.0001500172250708334 0.00045884295314157863 -0.00069801509450716811 0.00086299257014104108 0.00022417843507745213 -0.00026886585573366364 -0.00075284226039208277 0.0045653699268252239 -0.0080332676074511816 0.0011165587688870588 -0.0021636198712176409 0.0050152384940965224 -0.0067517661153799749 0.0082785639937563212 0.01010678284603389 0.14125717191232576 0.043852485420980629 -0.0010603290441397037 -0.0058621018505312823 -0.0011863285824548612 0.0072421321522714898 -0.0031113075286394822 0.002374326006994297 0.031161919408537037 0.045067577192778978 0.0014374218631027786 0.013587246392692482 0.0039156996991501084 -0.00024503053996244957 leaf_weight=261872 17147 129208 217305 146748 110544 2790 16666 54598 9176 1580 8135 5082 2403 4480 1281 141 36 35 49363 8054 7602 2869 4751 5210 118 51 26303 785 9248 226499 leaf_count=261872 17147 129208 217305 146748 110544 2790 16666 54598 9176 1580 8135 5082 2403 4480 1281 141 36 35 49363 8054 7602 2869 4751 5210 118 51 26303 785 9248 226499 internal_value=-7.91404e-08 -0.00041226 5.08826e-05 -4.08496e-05 7.68045e-05 -4.57522e-05 -0.000310312 -0.000243749 0.000337186 0.00208076 0.00370267 -0.00128367 0.000141096 -0.00408359 0.00567455 0.0124916 0.0379488 0.0932408 -0.000945096 -0.00166961 -0.00359171 -0.000247933 0.00187258 0.00012556 0.00301189 0.00790278 8.90223e-05 0.00159454 0.00468986 -6.99783e-05 internal_weight=1.33008e+06 146355 1.18372e+06 966420 819672 709128 419387 412117 289741 27869 18804 9065 7485 7270 10669 1493 212 71 132616 65019 15656 67597 12999 10079 5328 2920 279501 26699 10033 252802 internal_count=1330080 146355 1183725 966420 819672 709128 419387 412117 289741 27869 18804 9065 7485 7270 10669 1493 212 71 132616 65019 15656 67597 12999 10079 5328 2920 279501 26699 10033 252802 cat_boundaries=0 1 2 3 cat_threshold=145 734 4353 is_linear=0 shrinkage=0.05 Tree=270 num_leaves=31 num_cat=0 split_feature=120 122 8 127 16 12 125 65 58 127 22 4 83 87 11 10 38 38 79 67 123 76 64 30 69 37 108 133 76 81 split_gain=12.2607 26.0518 24.544 23.8565 22.4607 21.7564 27.2403 20.5902 23.6391 19.0793 18.5769 17.7744 22.6894 27.2596 17.2774 19.8446 18.1304 25.5924 16.5569 30.2063 28.985 27.819 26.8236 24.1973 35.6337 31.4602 26.6281 21.9032 21.2771 36.8215 threshold=-0.64942333102226246 -0.67556449770927418 4.2500000000000009 0.72534674406051647 6.4600000381469735 1.0249999761581423 0.078456107527017607 58.649999618530281 273.93667602539068 0.46173103153705602 6.1749999523162851 9.8499999046325701 269.30931091308599 0.8304867446422578 16.44999980926514 8.9499998092651385 13.550000190734865 14.550000190734865 8.7849998474121112 14.704999923706056 0.49240480363368994 9.7650003433227557 6.6050000190734872 1017.2500000000001 294.87229919433599 15.34999990463257 -0.70461639761924733 1020.1499938964845 26.435000419616703 240.46497344970706 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 10 11 5 -1 -7 -6 -9 -8 -3 -4 -13 -14 18 16 -16 -18 19 28 -20 22 -21 27 25 -25 -27 -24 -2 -30 right_child=14 2 3 -5 7 6 9 8 -10 -11 -12 12 13 -15 15 -17 17 -19 20 21 -22 -23 23 24 -26 26 -28 -29 29 -31 leaf_value=0.00087078181137352116 -8.128733092665901e-05 0.0013663712516873141 0.001598216001190725 0.00040355330187886106 0.00011909496733465881 -0.0043069960178588147 0.0012537652307665938 -0.01393095140594759 -0.0019962206238040479 -0.0021182766321833947 -0.00058767563088785602 0.0016458477728838784 0.017274943740598341 0.0050675780918996161 0.004983821719378354 0.0009308808250431083 0.037819192164472111 -0.00081008214167215757 -0.00034307743455755152 0.0064259188489355652 -0.0023562236876272357 0.0038750032602687975 -0.0020776962755422864 0.0022861095384619622 -0.0017530647786121298 0.061021816503937149 0.009858485059551057 0.0065810865624496666 -0.010704472532277916 -0.00012900276538096214 leaf_weight=8936 561378 16346 48840 53717 263151 8543 6629 514 2152 11424 47531 2784 624 1712 1091 18196 106 72 216419 1858 19490 8527 10863 8413 5277 26 1162 783 1290 2274 leaf_count=8936 561378 16346 48840 53717 263151 8543 6629 514 2152 11424 47531 2784 624 1712 1091 18196 106 72 216419 1858 19490 8527 10863 8413 5277 26 1162 783 1290 2274 internal_value=-7.39436e-06 0.000196987 0.000688843 0.00114947 -8.30192e-05 -0.00126369 -0.00198085 7.48018e-05 -0.00429722 -0.000880074 -8.76388e-05 0.00189203 0.00469478 0.00832845 -0.000120145 0.00135249 0.00739784 0.0221939 -0.000154361 -1.5197e-05 -0.000509397 0.00137063 0.000618229 0.000211402 0.00154754 0.00336165 0.0109782 -0.00149554 -0.000105737 -0.00395682 internal_weight=1.33013e+06 472903 171554 107677 301349 35532 26596 265817 2666 18053 63877 53960 5120 2336 857225 19465 1269 178 837760 601851 235909 36909 28382 26524 14878 9601 1188 11646 564942 3564 internal_count=1330128 472903 171554 107677 301349 35532 26596 265817 2666 18053 63877 53960 5120 2336 857225 19465 1269 178 837760 601851 235909 36909 28382 26524 14878 9601 1188 11646 564942 3564 is_linear=0 shrinkage=0.05 Tree=271 num_leaves=31 num_cat=5 split_feature=112 136 9 1 80 52 32 43 35 136 123 11 4 120 4 24 32 36 115 126 120 122 8 136 18 136 77 111 136 8 split_gain=12.1646 19.5044 20.2015 19.7601 19.2465 16.4789 31.0233 40.4592 21.9805 15.9854 22.8908 21.9502 21.4552 21.1988 18.3341 19.8447 42.0281 17.6017 17.4288 18.9609 17.2782 31.3755 29.552 23.6079 22.5773 21.9505 20.4891 24.4509 20.038 39.2207 threshold=-0.63605400919914235 0 25.10000038146973 167.50000000000003 326.15080261230474 1.4149999618530276 8.1500000953674334 5.3500001430511483 7.8500001430511483 1 -0.88697704672813404 4.5499999523162851 15.050000190734865 0.26722820103168493 4.3500001430511483 267.50000000000006 13.050000190734865 11.650000095367433 -0.98624804615974415 -0.18222858756780622 -0.55191597342491139 -0.63605400919914235 11.650000095367433 2 7.4149999618530282 3 26.425000190734867 -0.94340083003044117 4 10.650000095367433 decision_type=2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 1 2 left_child=4 2 5 -4 9 -2 7 8 -7 10 11 -1 13 -12 -15 16 -16 -14 -13 -20 21 26 24 -24 -23 -22 27 -11 -29 -30 right_child=1 -3 3 -5 -6 6 -8 -9 -10 20 12 18 17 14 15 -17 -18 -19 19 -21 25 22 23 -25 -26 -27 -28 28 29 -31 leaf_value=0.00098151295093120957 -0.00038114972050472116 -0.00083556026732334277 0.0017830093080798788 0.067386386001651935 -0.0018902555495010553 0.00032974671852286866 0.00049374691182176044 0.060788664448301534 0.015744674157728324 0.0090611835336696419 0.00070856331144246952 0.016810054187777063 -0.0029980440674673603 0.00021203846084512346 -0.0058246143631819651 -0.0038546240594364047 0.0077277289773940343 0.016987087018654434 0.012253003023863016 0.0027192621939049829 0.0001243181410838677 0.0024716670183330593 0.0044627325350631575 0.00086529652408997768 0.00034238900036568157 -0.00055990297939231771 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284524 272459 271712 162002 internal_count=1330128 276640 170842 46 1053488 170796 68223 967 930 1041119 136642 7404 129238 128728 23874 9781 2301 510 3115 2753 904477 432893 148369 18282 130087 471584 284524 272459 271712 162002 cat_boundaries=0 1 2 3 4 5 cat_threshold=1456 264 5139 2708 6148 is_linear=0 shrinkage=0.05 Tree=272 num_leaves=31 num_cat=2 split_feature=33 39 35 28 31 5 22 124 127 15 23 21 23 31 31 136 38 25 34 11 29 22 31 28 28 12 136 111 121 43 split_gain=11.7676 26.5479 21.865 26.0043 37.891 46.0446 37.6756 36.18 44.6979 73.7812 50.426 34.7807 55.0232 33.4527 30.369 26.1548 26.0196 23.5977 22.6789 25.7086 21.8948 48.6331 21.5391 32.4904 29.6844 24.047 27.0259 21.2247 34.8388 28.3592 threshold=15.84999990463257 15.650000095367433 14.34999990463257 1013.7500000000001 1015.2500000000001 9.1500000953674334 9.2049999237060565 -0.63605400919914235 0.78257837891578685 2.8249999284744267 7.9849998950958261 6.1949999332427987 7.7850000858306894 1012.3500061035157 1012.9500122070314 0 11.550000190734865 205.50000000000003 14.050000190734865 6.2500000000000009 1004.7500000000001 7.3750000000000009 1020.4500122070314 1019.1499938964845 1019.4500122070314 3.6750000715255742 1 0.62165266275405895 0.64942333102226268 8.3499999046325701 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 -2 3 4 11 6 7 8 -6 17 -11 12 -1 15 -13 -5 -15 -10 19 -4 21 -7 24 -24 25 -18 -27 -22 -29 -30 right_child=1 -3 18 13 5 20 -8 -9 9 10 -12 14 -14 16 -16 -17 22 -19 -20 -21 27 -23 23 -25 -26 26 -28 28 29 -31 leaf_value=-0.0008786537261827337 -0.0021285645083782933 -0.00017252316897684134 0.00048441455460227308 -0.00018595617946795461 0.0080336393224657091 -0.00083486557864076048 -0.0030655027555712509 0.0038057759180564373 0.064855007373768356 0.12926636564616975 0.039371454201113341 0.00027235442249754106 0.0080427935799601315 0.00035000759860210685 0.0019404563285404083 -0.0040253972443295141 -0.00046311646425249557 0.012033231292037252 0.00032674469136140624 0.0036764005619097924 -0.0040345149807360777 0.093199086859822283 0.0027585534167757384 -5.8181493631897108e-05 -0.0016654171532379106 -0.0015824793377296005 0.0036916175081482452 0.0004176105379330268 0.03477541576499147 -0.0045796125033951323 leaf_weight=76939 19201 179613 13987 7908 2219 44 1462 7747 23 26 39 147617 1768 180189 33472 10114 261953 262 174051 11490 3035 20 11211 117925 52518 3642 7267 4181 136 69 leaf_count=76939 19201 179613 13987 7908 2219 44 1462 7747 23 26 39 147617 1768 180189 33472 10114 261953 262 174051 11490 3035 20 11211 117925 52518 3642 7267 4181 136 69 internal_value=-6.67208e-06 -0.000361433 5.56727e-05 -4.60453e-05 0.000357928 0.00249759 0.00444634 0.00551093 0.010653 0.0272594 0.0753294 0.00019928 -0.000678251 -0.000218755 0.000580682 -0.002343 -0.000158439 0.016296 0.00053069 0.00192398 -0.000568873 0.0285507 -0.000360008 0.000186355 -0.000576847 -0.000367329 0.00193278 -0.000820005 0.00140435 0.0215291 internal_weight=1.33013e+06 198814 1.13131e+06 931786 279059 19263 11778 10316 2569 350 65 259796 78707 652727 181089 18022 634705 285 199528 25477 7485 64 454516 129136 325380 272862 10909 7421 4386 205 internal_count=1330128 198814 1131314 931786 279059 19263 11778 10316 2569 350 65 259796 78707 652727 181089 18022 634705 285 199528 25477 7485 64 454516 129136 325380 272862 10909 7421 4386 205 cat_boundaries=0 1 2 cat_threshold=6289 5187 is_linear=0 shrinkage=0.05 Tree=273 num_leaves=31 num_cat=3 split_feature=117 52 17 80 112 31 28 34 120 13 28 22 34 136 35 13 136 12 136 3 122 79 39 76 133 32 28 31 20 100 split_gain=11.5612 18.0179 17.4145 15.9215 24.3482 16.7905 50.6927 28.6887 43.5472 25.3329 25.0712 45.5142 28.0161 30.392 24.737 23.6037 23.5171 21.5531 21.1351 31.7443 20.6292 20.0245 29.9369 26.3401 24.4911 26.8159 23.7768 32.566 20.8368 25.2294 threshold=0.77159520983695995 0.60500001907348644 14.550000190734865 318.03398132324224 -0.88697704672813404 1017.5499877929689 1016.3500061035157 10.050000190734865 0.43049471080303198 5.2950000762939462 1015.6499938964845 6.4149999618530282 14.150000095367433 0 9.2500000000000018 1.3650000095367434 1 1.2150000333786013 2 324.50000000000006 -0.9099266231060027 16.884999275207523 12.050000190734865 15.065000057220461 1018.7500000000001 12.550000190734865 1013.6499938964845 1014.4500122070314 9.7550001144409197 0.12492080032825471 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 10 7 8 14 -9 12 -12 13 21 -7 20 -13 -15 19 -10 -14 22 23 -1 28 -26 27 -24 -23 -30 right_child=1 -3 -4 4 -6 6 -8 9 18 -11 11 16 15 17 -16 -17 -18 -19 -20 -21 -22 24 26 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0011192159443744231 -0.0013099048175111072 0.00010782046479805677 0.0027474390698541897 -0.0030643773490273006 -0.00028754206401341003 0.0013474076356888801 0.00019101882184547337 0.0018539034027623331 0.024139814008814917 -0.028272489472957598 0.00041415723166775894 -0.00041051005467162112 -0.00072955969993070667 -0.0010259052748269339 0.012139165436823781 -0.00085887898890348805 -0.0018050586957176727 0.00029642082546469132 0.010504896369074184 0.089673165865242488 0.00062155570289525175 -0.00021625766929766075 0.002096650064226093 0.0080466105538372686 -0.0127170345207309 0.00090430321625380942 0.00065530547391319527 0.0065285547800286309 0.023939188289165032 0.00061764837334614148 leaf_weight=14086 54700 63574 2779 9826 40153 2503 371936 22190 243 70 76075 57363 43188 36664 674 106533 63954 193192 598 20 81685 14386 40239 830 812 651 26107 4621 200 276 leaf_count=14086 54700 63574 2779 9826 40153 2503 371936 22190 243 70 76075 57363 43188 36664 674 106533 63954 193192 598 20 81685 14386 40239 830 812 651 26107 4621 200 276 internal_value=-6.33927e-06 -0.000472207 -0.00111374 4.03036e-05 -0.000833475 7.798e-05 0.000341022 0.00246254 0.00633996 0.00175917 -5.96958e-05 -0.000544622 0.000110181 0.000404498 0.00363688 -0.000312159 -0.00114585 8.54948e-05 0.0163141 0.0280565 0.000154265 0.00112179 0.00142702 -0.000609184 -0.000483326 -0.00665587 0.001855 0.00255318 0.000124292 0.0104166 internal_weight=1.33013e+06 121053 57479 1.20908e+06 49979 1.1591e+06 398234 26298 4038 22260 760862 197392 563470 332064 3177 231406 121317 229856 861 263 124873 102208 85883 14916 16325 1463 70967 44860 14862 476 internal_count=1330128 121053 57479 1209075 49979 1159096 398234 26298 4038 22260 760862 197392 563470 332064 3177 231406 121317 229856 861 263 124873 102208 85883 14916 16325 1463 70967 44860 14862 476 cat_boundaries=0 1 2 3 cat_threshold=1832 6584 28 is_linear=0 shrinkage=0.05 Tree=274 num_leaves=31 num_cat=0 split_feature=60 39 52 107 18 10 39 35 128 60 54 64 68 31 84 43 64 31 79 39 55 79 20 66 32 30 84 81 52 54 split_gain=11.3749 21.1389 15.8961 28.2968 26.8718 34.3217 25.4484 28.682 24.5197 24.5225 22.1938 28.0826 21.4768 21.8588 20.786 19.292 19.2467 24.5953 19.2787 18.6469 18.2676 17.615 17.1885 17.1675 23.2168 26.0269 16.5485 20.0527 15.9949 27.8202 threshold=0.88688069581985485 11.250000000000002 43.135000228881843 -0.54556477069854725 13.344999790191652 15.250000000000002 14.750000000000002 9.5500001907348651 114.50000000000001 0.6911168396472932 40.344999313354499 34.924999237060554 281.36204528808599 1003.9500122070314 0.72210389375686657 9.9499998092651385 115.05000305175783 1007.1499938964845 63.939998626708991 11.34999990463257 62.594999313354499 63.939998626708991 8.0150003433227557 72.06000137329103 10.650000095367433 1020.2500000000001 0.73513635993003856 301.90312194824224 14.805000305175783 7.5250000953674325 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 10 4 5 12 8 20 -6 -10 21 22 13 14 -4 -9 -5 -18 -19 -11 -8 28 -12 -14 25 26 27 -25 29 -1 right_child=1 -3 3 16 6 -7 7 15 9 19 11 -13 23 -15 -16 -17 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=2.2563067520537129e-05 -0.0049627596418400843 -0.00049835103189095435 0.049107145002255076 -0.0011709968194863075 -0.00035420167935518111 -0.0044216335781502216 0.066842223316431054 0.0032830569626437186 0.059016700199043204 -0.02010675155360139 0.001843878705700575 -0.0047069300294133257 0.0023098395122560338 0.0079641522484474574 0.012566960783607504 -0.012371795272943334 -0.023406601110036718 -0.0080793637380786789 0.02929721841912555 0.0071810925974385882 0.017489671949297191 0.0056278016455613899 -0.001909884192953252 0.031276814536827187 0.0033154138723418009 0.0028135830366815581 0.019175424447453675 0.087694598933947945 0.00065754614539335313 -0.00085348248675067245 leaf_weight=1051958 3114 17853 65 8775 25171 1135 25 7641 22 66 4969 5581 5375 1618 97 202 224 138 46 1217 75 1390 7895 63 745 188 213 21 85078 99168 leaf_count=1051958 3114 17853 65 8775 25171 1135 25 7641 22 66 4969 5581 5375 1618 97 202 224 138 46 1217 75 1390 7895 63 745 188 213 21 85078 99168 internal_value=-6.01919e-06 -0.0011614 1.24849e-05 0.000859679 0.00138724 0.00373835 0.000736937 0.00321913 -7.73905e-06 0.00667487 -2.33457e-05 -0.00174495 0.00484289 0.00971739 0.0272281 0.00287986 -0.00166458 -0.0122803 0.00126478 0.00577735 0.0298278 2.31304e-06 -0.000459912 0.00352925 0.00885799 0.0173718 0.0265872 0.0453813 -4.01232e-06 -5.29071e-05 internal_weight=1.33013e+06 20967 1.30916e+06 53122 43939 9520 34419 7943 26476 1305 1.25604e+06 18445 8385 1780 162 7843 9183 408 184 1283 100 1.23759e+06 12864 6605 1230 485 297 84 1.2362e+06 1.15113e+06 internal_count=1330128 20967 1309161 53122 43939 9520 34419 7943 26476 1305 1256039 18445 8385 1780 162 7843 9183 408 184 1283 100 1237594 12864 6605 1230 485 297 84 1236204 1151126 is_linear=0 shrinkage=0.05 Tree=275 num_leaves=31 num_cat=5 split_feature=92 65 120 11 136 8 31 136 10 112 136 76 13 136 13 127 104 64 8 78 132 36 43 136 76 55 2 4 71 121 split_gain=11.8774 16.5732 14.7008 24.998 27.4838 24.9161 23.6156 26.9187 24.7554 23.0666 23.4231 27.3481 25.2926 22.5417 33.3982 21.3304 20.5105 37.172 33.7189 25.2388 24.5553 21.5843 21.2135 25.3517 23.2086 41.9916 63.1763 41.8643 20.9593 19.5461 threshold=-0.8304268717765807 84.009998321533217 -0.8703225553035735 7.1499998569488534 0 7.0499999523162851 1018.5499877929689 1 9.9499998092651385 -0.87878364324569691 2 40.944999694824226 6.0750000476837167 3 1.8750000000000002 0.39873388409614569 -0.89451211690902699 28.974999427795414 12.84999990463257 22.765000343322757 1023.4500122070314 10.650000095367433 9.9499998092651385 4 29.414999961853031 96.845001220703139 142.50000000000003 7.4500000476837167 281.22003173828131 -0.95878320932388295 decision_type=2 2 2 2 1 2 2 1 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 -1 3 4 5 -2 9 -8 -9 10 12 15 -5 14 -4 -12 17 18 20 28 -15 -22 23 24 -21 -26 27 -27 -19 -6 right_child=2 -3 13 6 29 -7 7 8 -10 -11 11 -13 -14 16 -16 -17 -18 19 -20 22 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00044278253959058214 0.00061043392897458916 0.043979029215517496 -0.0005877446924581085 0.0064764232224385756 -0.0012691012259062268 0.003906361633282055 0.0017007322215463741 0.0055789782097021854 0.017460622190104781 -0.00065128430200923698 0.002420801381883525 -0.014823466907653973 0.047710443317498033 0.00089491286705547601 -0.0050095148531769801 -0.00076084606810640368 -5.0394047578720341e-05 -0.0035825889016358036 0.0081384468846237359 0.0040788930974970695 0.052820653997121318 0.0095975988158261537 -0.021134242842856209 -2.4586800872668796e-05 0.0073070637665705778 0.038893709592521197 0.017954505218325981 0.13884537907486613 -0.00051924449794332435 0.00023044110137282727 leaf_weight=137329 43705 21 70205 1744 38427 6600 4840 2241 545 14802 19586 257 38 102232 4547 7206 795486 8747 1656 1336 31 423 95 3117 333 20 98 22 15440 50016 leaf_count=137329 43705 21 70205 1744 38427 6600 4840 2241 545 14802 19586 257 38 102232 4547 7206 795486 8747 1656 1336 31 423 95 3117 333 20 98 22 15440 50016 internal_value=4.32892e-06 -0.000435991 5.49891e-05 0.000458273 0.000109688 0.00104265 0.00140183 0.00396893 0.00787501 0.000953157 0.00177689 0.00140883 0.00731466 -2.13486e-05 -0.000856597 0.00156506 4.58658e-05 0.000619238 0.00106058 -0.000957409 0.000946438 0.012549 0.00226848 0.00271981 0.00740773 0.0169667 0.039943 0.0912493 -0.00162707 -0.000421037 internal_weight=1.33114e+06 137350 1.1938e+06 190007 138748 50305 51259 7626 2786 43633 28831 27049 1782 1.00379e+06 74752 26792 929036 133550 104342 29208 102686 454 5021 4926 1809 473 140 42 24187 88443 internal_count=1331145 137350 1193795 190007 138748 50305 51259 7626 2786 43633 28831 27049 1782 1003788 74752 26792 929036 133550 104342 29208 102686 454 5021 4926 1809 473 140 42 24187 88443 cat_boundaries=0 1 2 3 4 5 cat_threshold=574 7264 265 32 5649 is_linear=0 shrinkage=0.05 Tree=276 num_leaves=31 num_cat=3 split_feature=5 127 107 99 20 12 22 35 8 103 136 38 6 67 5 31 30 136 18 78 19 54 14 19 121 36 63 41 92 136 split_gain=11.2064 17.6506 20.1062 19.6345 14.0554 14.7353 13.0212 17.779 12.679 13.355 12.5331 13.0157 12.1236 13.7046 12.0472 14.0272 13.6696 15.4456 12.4873 11.8343 18.8617 25.1576 32.3783 12.276 11.6889 11.3175 12.1685 10.8034 10.8017 13.8712 threshold=16.849999427795414 -0.92384436726570118 -0.21122346073389051 -0.90009328722953785 6.9349999427795419 4.8350000381469735 6.1749999523162851 11.84999990463257 19.650000572204593 -0.016136574558913704 0 11.650000095367433 10.550000190734865 36.424999237060554 15.050000190734865 1011.3500061035157 1006.7500000000001 1 13.344999790191652 63.254999160766609 12.699999809265138 15.045000076293947 4.2850000858306894 8.0099999904632586 0.6755644977092744 12.250000000000002 0.86896789073944103 5.4500000476837167 -0.8304268717765807 2 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 left_child=8 2 6 -4 -5 -6 7 -2 14 -10 11 -11 -13 -14 19 18 -17 27 -16 28 23 22 -22 -21 -3 26 -12 -18 29 -1 right_child=1 24 3 4 5 -7 -8 -9 9 10 25 12 13 -15 15 16 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00016872295365513322 0.037609120130990492 -0.0093259434424663428 0.050607466494134182 -0.020829743530714151 0.049394768763046999 0.0075041738740347953 -0.014105677005859346 -0.018949459504801782 -0.0054633217237709209 -0.0020779240458675004 0.0035597269821703264 -0.0080563371055177423 0.017246185731823727 -0.0079018477812254195 -0.01078588549152335 0.040239746845327322 0.0064940578076581011 -0.0047462400722015864 0.0035212155054545123 0.0069213944843274896 0.014514951002510155 0.0085542887116649338 0.093478969165257053 -0.0031484834718508389 0.0267717347520849 -0.0048761648394977904 0.035739794038236142 -0.0050761029054874731 5.2075265258307654e-05 -0.00084881890482127725 leaf_weight=58211 33 899 33 33 26 109 157 24 392 192 1414 64 558 60 790 20 750 1359 189 517 34 392 21 730 23 447 30 276 1184498 78864 leaf_count=58211 33 899 33 33 26 109 157 24 392 192 1414 64 558 60 790 20 750 1359 189 517 34 392 21 730 23 447 30 276 1184498 78864 internal_value=4.1131e-06 -0.00457118 0.00399182 0.0153477 0.00842165 0.015572 -0.00667419 0.013795 8.71314e-06 0.00317361 0.00439808 0.00931526 0.0126593 0.0148046 1.18172e-06 -0.00297831 -0.000924436 -0.00126963 -0.00802384 8.8012e-06 0.00418525 0.0129974 0.0446648 0.00102644 -0.00842546 0.00206523 0.00422829 0.00334898 3.4478e-06 -0.000416754 internal_weight=1.33114e+06 1337 415 201 168 135 214 57 1.32981e+06 3157 2765 874 682 618 1.32665e+06 3384 2405 2385 979 1.32327e+06 1694 447 55 1247 922 1891 1444 1026 1.32157e+06 137075 internal_count=1331145 1337 415 201 168 135 214 57 1329808 3157 2765 874 682 618 1326651 3384 2405 2385 979 1323267 1694 447 55 1247 922 1891 1444 1026 1321573 137075 cat_boundaries=0 1 2 3 cat_threshold=777 1308 3362 is_linear=0 shrinkage=0.05 Tree=277 num_leaves=31 num_cat=3 split_feature=11 20 23 12 136 110 98 32 67 73 20 7 40 111 12 123 136 114 125 136 8 15 109 35 37 111 80 112 15 40 split_gain=11.0605 31.0055 53.1955 21.0024 21.593 20.677 30.9104 22.2123 19.4268 27.228 18.5248 16.6336 24.1911 20.2253 23.6997 16.1527 34.9868 20.5461 19.6123 33.9214 20.8551 37.2585 21.1776 24.9707 39.7063 31.9233 20.8444 19.5083 18.4996 18.1877 threshold=0.35000000894069677 8.5050001144409197 9.0050001144409197 1.6749999523162844 0 -0.83795985579490651 -0.91650208830833424 14.949999809265138 22.125000000000004 0.66467717289924633 5.8150000572204599 2.2500000000000004 9.6500000953674334 -0.23408629000186917 1.6449999809265139 -0.87878364324569691 1 -0.92384436726570118 0.93038213253021251 2 8.1500000953674334 1.044999957084656 0.89927718043327343 8.9499998092651385 10.84999990463257 -0.77562236785888661 324.54054260253912 -0.73724925518035878 1.185000002384186 12.550000190734865 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 10 5 6 7 -5 -4 -10 -1 12 13 14 -2 16 17 -13 26 -20 -21 -22 23 -23 25 -25 -17 -28 -18 -26 right_child=11 -3 8 4 -6 -7 -8 -9 9 -11 -12 15 -14 -15 -16 18 28 -19 19 20 21 22 -24 24 29 -27 27 -29 -30 -31 leaf_value=0.0022538492981038368 -0.00084125460317255373 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internal_value=3.90541e-06 0.00072941 0.0013314 0.000980114 0.0020337 0.00305587 0.0134042 0.0291561 0.0105922 0.0189819 -0.000285194 -2.47265e-05 -0.000404308 -0.000766386 -0.00292823 6.08207e-05 0.000523008 0.00255103 -2.2782e-05 0.000561641 0.000843785 0.00167747 0.00148392 0.00304388 0.00385875 0.0084777 -0.000117581 -0.00152152 0.000253548 0.00215312 internal_weight=1.33114e+06 50539 40880 39386 21491 15168 468 187 1494 472 17895 1.28061e+06 235531 155922 10117 1.04508e+06 160082 18763 884993 123518 110684 44717 43927 14550 12600 3398 761475 25551 141319 9202 internal_count=1331145 50539 40880 39386 21491 15168 468 187 1494 472 17895 1280606 235531 155922 10117 1045075 160082 18763 884993 123518 110684 44717 43927 14550 12600 3398 761475 25551 141319 9202 cat_boundaries=0 1 2 3 cat_threshold=1472 283 3106 is_linear=0 shrinkage=0.05 Tree=278 num_leaves=31 num_cat=4 split_feature=43 14 12 136 123 136 14 16 136 12 122 35 112 10 7 76 39 12 7 136 76 16 80 116 0 119 8 6 12 121 split_gain=10.553 10.4389 49.5547 45.1557 32.0552 35.5589 30.5367 29.9547 28.4559 54.2352 39.7845 32.0929 29.9385 28.0543 27.0197 26.8947 24.7161 28.4745 24.1866 24.6608 23.1645 22.8838 29.9576 27.1367 36.4526 37.1514 23.4948 24.7498 22.4685 23.1606 threshold=-1.0000000180025095e-35 1.6150000095367434 1.6950000524520876 0 0.53727915883064281 1 1.3350000381469729 8.0099999904632586 2 2.995000004768372 -0.87878364324569691 12.949999809265138 -0.94828754663467396 20.650000572204593 4.1499998569488534 28.505000114440922 11.84999990463257 3.1950000524520878 8.8499999046325701 3 5.3550000190734872 10.405000209808351 309.09361267089849 -0.71322327852249134 146.50000000000003 -0.0087262028828264185 9.2500000000000018 6.6499998569488534 1.7649999856948855 -0.90255093574523915 decision_type=2 2 2 1 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 18 7 8 16 -5 -4 9 11 12 20 14 15 -10 -7 17 -6 21 -20 -3 23 26 24 25 -2 -23 -28 -12 -30 right_child=1 4 3 6 5 13 -8 -9 10 -11 28 -13 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29487 24193 5316 4514 1407 84546 22664 32914 98 6533 842 24202 4381 4727 10727 3234 267272 24017 209593 3016 409 6415 5995 15511 506084 internal_value=3.70928e-06 7.41162e-06 0.000169043 0.00192381 -0.000113967 -0.00107658 0.00293952 -0.00103186 -4.38531e-06 -0.0014606 6.7237e-05 -0.00101912 0.00151965 -0.00240917 0.00377191 -0.00249626 -0.000217309 -0.00139041 4.52944e-05 0.00199445 -0.00376469 -1.29156e-05 0.000266048 -0.000409221 0.00357791 0.0110774 0.00041157 0.00253831 -3.80995e-05 8.44607e-05 internal_weight=1.33114e+06 1.33022e+06 570513 37583 759712 77645 27966 9617 682067 31965 650102 30558 43961 30427 11047 30329 47218 23016 532930 15454 7894 517476 303699 213777 4184 1168 279682 12410 606141 521595 internal_count=1331145 1330225 570513 37583 759712 77645 27966 9617 682067 31965 650102 30558 43961 30427 11047 30329 47218 23016 532930 15454 7894 517476 303699 213777 4184 1168 279682 12410 606141 521595 cat_boundaries=0 1 2 3 4 cat_threshold=2208 252 2080 2178 is_linear=0 shrinkage=0.05 Tree=279 num_leaves=31 num_cat=3 split_feature=70 132 28 136 32 43 30 35 12 39 100 36 21 71 136 56 65 116 126 136 30 7 14 2 104 104 20 32 127 61 split_gain=9.98052 14.3727 13.9584 22.8296 15.2628 42.1947 47.2336 14.2094 17.5924 15.1544 13.5508 13.1291 12.6355 12.6218 28.5575 26.1915 26.0475 32.2058 36.6105 26.2449 33.5719 29.4937 24.5017 23.5252 22.7724 21.3755 21.1357 20.7768 21.0461 20.5943 threshold=317.24839782714849 1015.7500000000001 1018.2500000000001 0 8.8499999046325701 3.4500000476837163 1015.9500122070314 8.2500000000000018 3.2350000143051152 10.150000095367433 0.74205175042152416 8.9499998092651385 9.1649999618530291 286.48175048828131 1 284.21159362792974 18.695000648498539 0.2503704726696015 1.0000000180025095e-35 2 997.54998779296886 13.34999990463257 0.78499999642372142 321.50000000000006 -0.87507739663124073 -0.68763041496276844 10.234999656677248 5.1499998569488534 -0.82409480214118946 0.8692784607410432 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=13 2 4 10 5 7 -7 -2 -9 -10 -4 -6 -11 16 23 22 -1 18 19 20 21 -18 -16 24 -15 27 -19 28 -17 -29 right_child=1 -3 3 -5 11 6 -8 8 9 12 -12 -13 -14 14 15 25 17 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=4.7120442556395667e-06 -0.0013199167677306696 -0.0062915859267936459 -0.0026024402831906785 -0.00045810009312299371 -0.0065441424854896582 0.01313548795102785 0.089362033816675346 0.004011012959674173 0.005480876702737684 0.058404251966127307 -0.0081269425965888823 -9.8993964553514404e-05 0.012490760988515356 7.538786926001377e-05 0.0089914034811006249 0.02399128495873391 0.014504344777547929 -0.0030369358588832958 -0.0024782997618553182 0.00051505519899935947 0.0047080225445803583 0.066038508231683488 7.2287497197299642e-05 0.00077374092189330017 -0.0016599021503698427 0.00011813793326670118 0.0013632842949043058 0.001915367234089956 0.005016959865856957 -0.00053988439348973669 leaf_weight=894847 769 1113 2838 9190 808 63 30 323 48 43 1823 35770 23 35608 775 156 86 21257 10455 18928 2217 41 119450 31812 40308 30246 3131 56616 2313 10058 leaf_count=894847 769 1113 2838 9190 808 63 30 323 48 43 1823 35770 23 35608 775 156 86 21257 10455 18928 2217 41 119450 31812 40308 30246 3131 56616 2313 10058 internal_value=3.52594e-06 -0.000669862 -0.000548903 -0.00190713 -5.22214e-05 0.00527382 0.0377247 0.00277139 0.00997096 0.0268575 -0.00475297 -0.000241366 0.0424041 3.13617e-05 0.000299151 0.000626222 -6.08174e-05 -0.00110579 -5.55952e-05 0.00113514 0.00611412 0.0311414 0.000129782 -0.000367639 -0.000845974 0.0012268 -0.00247202 0.00171177 0.00621582 0.00154498 internal_weight=1.33114e+06 52841 51728 13851 37877 1299 93 1206 437 114 4661 36578 66 1.2783e+06 327342 219614 950962 56115 31727 21272 2344 127 120225 107728 75916 99389 24388 69143 2469 66674 internal_count=1331145 52841 51728 13851 37877 1299 93 1206 437 114 4661 36578 66 1278304 327342 219614 950962 56115 31727 21272 2344 127 120225 107728 75916 99389 24388 69143 2469 66674 cat_boundaries=0 1 2 3 cat_threshold=3591 6241 4102 is_linear=0 shrinkage=0.05 Tree=280 num_leaves=31 num_cat=1 split_feature=60 63 8 100 107 31 31 84 33 109 31 136 65 35 77 33 123 135 12 35 108 108 55 83 127 87 20 18 12 74 split_gain=11.9585 19.3011 17.5884 21.8639 18.9335 17.9892 16.5936 18.5811 24.3359 22.1649 21.5042 24.5087 20.9252 20.8768 18.1342 17.3829 21.4621 16.8882 28.845 24.1919 21.4588 16.7555 32.3574 17.3591 16.6615 21.6104 26.8478 20.1453 16.3907 15.6983 threshold=0.74243909120559703 0.73923647403717052 15.449999809265138 -0.97157618403434742 -0.98102253675460804 1003.9500122070314 1016.2500000000001 0.73698708415031444 7.3500001430511483 0.48974078893661505 1028.850036621094 0 25.375000000000004 10.250000000000002 26.425000190734867 13.150000095367433 0.56638467311859142 1020.8500061035157 4.4749999046325692 12.650000095367433 0.40625727176666265 -0.42837981879711146 37.034999847412116 235.83805084228518 -0.36648726463317866 0.75289419293403637 9.555000305175783 13.344999790191652 2.7749999761581425 0.87487584352493297 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 -4 5 -5 17 -8 24 10 14 12 -12 -11 -10 16 -16 -2 19 20 -19 22 -21 -24 25 -9 -27 -28 -22 -25 right_child=6 2 3 4 -6 -7 7 8 9 13 11 -13 -14 -15 15 -17 -18 18 -20 21 28 -23 23 29 -26 26 27 -29 -30 -31 leaf_value=7.9525677953186928e-06 -0.0013228362843804109 0.00079981632294693966 0.051709193080663685 0.037118287805629813 0.0066281777870641325 -0.0085470626943588614 -0.0015515918513622929 -0.00036489703965469683 0.00074997799688769542 -0.0038847502615094484 0.011501472174810866 0.0042111789859514276 0.04965466981402774 -0.00020352317806154646 0.0092925198857117131 -0.0080711884847418838 0.044374269983196199 0.0058653470484658328 -0.013420228453164765 0.078016447679450124 0.00041328676794713201 0.0064827220391743953 -0.0081649412606605038 0.067972332704812288 0.0034920372698029919 0.011341322052187831 0.084226848304271698 0.030933708462054978 -0.011681442901064163 0.0053258207486942414 leaf_weight=1147491 53358 47917 25 23 1995 346 14852 145 29530 4626 75 424 69 23001 602 132 47 798 277 24 647 1493 47 20 2241 149 25 61 494 20 leaf_count=1147491 53358 47917 25 23 1995 346 14852 145 29530 4626 75 424 69 23001 602 132 47 798 277 24 647 1493 47 20 2241 149 25 61 494 20 internal_value=6.36414e-09 4.99773e-05 0.00100857 0.00519564 0.00470374 -0.00570071 -0.000449501 3.47e-05 0.000420121 0.000208961 0.00112949 0.0107684 0.0278492 -0.000819926 0.000948868 0.008469 0.0118331 -0.00109291 0.00211864 0.00333351 -0.000424285 0.00787613 0.0266181 0.0124392 0.00513362 0.0148147 0.0241808 0.0464259 -0.00482317 0.0366491 internal_weight=1.33095e+06 1.1978e+06 50306 2389 2364 369 133157 75979 61127 58506 30879 568 144 27627 30311 781 649 57178 3820 3543 1939 1604 111 87 2621 380 235 86 1141 40 internal_count=1330954 1197797 50306 2389 2364 369 133157 75979 61127 58506 30879 568 144 27627 30311 781 649 57178 3820 3543 1939 1604 111 87 2621 380 235 86 1141 40 cat_boundaries=0 1 cat_threshold=771 is_linear=0 shrinkage=0.05 Tree=281 num_leaves=31 num_cat=0 split_feature=31 123 28 124 35 67 121 12 43 21 15 117 28 31 124 43 20 37 25 43 76 7 15 12 14 67 79 38 35 10 split_gain=11.1405 22.8864 27.928 43.1989 19.9485 25.6668 25.4377 19.4281 18.7391 17.4131 20.8461 18.5998 17.2474 41.376 38.6989 34.8556 28.6476 29.7784 64.6799 26.9546 27.0197 24.4561 23.6077 32.6096 26.8814 26.6489 47.8259 36.4846 29.165 21.1414 threshold=1023.5499877929689 -0.25037047266960138 1021.9500122070314 -0.0087262028828264185 11.150000095367433 10.795000076293947 -0.81408452987670887 3.2350000143051152 5.5499999523162851 10.694999694824221 1.5549999475479128 -0.73724925518035878 1018.1499938964845 1019.3500061035157 -0.026175950653851029 11.250000000000002 9.8550000190734881 11.550000190734865 276.50000000000006 10.449999809265138 10.065000057220461 3.9500000476837163 1.485000014305115 1.3650000095367434 1.2749999761581423 12.444999694824221 7.1250000000000009 10.949999809265138 10.34999990463257 18.250000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 4 3 9 6 7 8 -6 -2 10 -3 -12 13 -1 19 22 -17 18 -18 20 21 -15 23 -14 -25 27 -27 28 -24 -22 right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 11 -13 15 14 -16 16 17 -19 -20 -21 29 -23 25 24 -26 26 -28 -29 -30 -31 leaf_value=1.3885131325535336e-05 0.0047560699485450393 0.002286258505306199 -0.00062189104039134593 -0.00025164977898446499 0.0019596443967041517 0.0051187107742927751 -0.00028569422396576072 -0.0038643288769181876 0.02530100912534787 -0.0063773496562498618 0.058992310597196874 0.013589384962558959 -0.00045533610036081848 0.0048547820391448169 0.00071929277708688384 0.00047240534339637998 0.10912437992436547 0.0038669983465409903 0.011464361684523862 -0.0014467774301332968 -0.00038655413502236861 0.011783518974228066 -0.00089978346084173513 0.0056136845653064378 0.00099523679085970524 0.0025638516627880872 -0.00073288729999182684 -0.0018005683048816811 0.0027019471943238557 0.041323689182078648 leaf_weight=905962 1478 498 42281 3119 13282 6397 17862 1605 120 160 23 1171 56328 2825 16993 39602 21 5087 88 1377 1519 2319 16021 3898 16433 13468 60059 92269 8658 31 leaf_count=905962 1478 498 42281 3119 13282 6397 17862 1605 120 160 23 1171 56328 2825 16993 39602 21 5087 88 1377 1519 2319 16021 3898 16433 13468 60059 92269 8658 31 internal_value=7.62832e-09 0.000543681 -0.00020509 0.00334003 0.00141205 0.00246994 0.000255011 0.00133175 0.00629887 0.00938886 0.0108798 0.014464 -3.84821e-05 6.93265e-05 0.00207331 -0.000360259 0.000930401 0.00442107 0.0302796 0.0049241 0.00623463 0.00797837 -0.000576701 0.000164217 0.00188072 -0.000874892 -0.000129021 -0.00134383 0.000363792 0.000447651 internal_weight=1.33095e+06 87996 47252 4971 40744 21284 19460 14887 1598 1852 1692 1194 1.24296e+06 931026 25064 311932 44798 5196 109 8071 6694 5144 267134 76659 20331 190475 73527 116948 24679 1550 internal_count=1330954 87996 47252 4971 40744 21284 19460 14887 1598 1852 1692 1194 1242958 931026 25064 311932 44798 5196 109 8071 6694 5144 267134 76659 20331 190475 73527 116948 24679 1550 is_linear=0 shrinkage=0.05 Tree=282 num_leaves=31 num_cat=0 split_feature=31 124 16 126 7 124 3 20 23 76 119 37 5 0 6 122 31 83 122 8 7 16 17 8 40 21 60 12 34 32 split_gain=10.9076 34.4969 23.7407 22.2045 33.6807 42.4571 28.3827 34.923 32.5536 32.0303 31.9778 23.8453 21.8462 32.5944 35.1488 40.6767 21.4276 21.3684 23.3664 30.4079 28.5584 24.0537 23.8383 23.3218 23.1663 22.4751 21.3606 20.9519 24.9638 24.1371 threshold=1013.5499877929689 -0.73724925518035878 18.219999313354496 -0.3172925859689712 7.2500000000000009 -0.97233289480209339 242.50000000000003 5.4549999237060556 6.9249999523162851 4.4549999237060556 0.55191597342491161 10.650000095367433 3.2500000000000004 285.50000000000006 3.6499999761581425 -0.63605400919914235 1019.9500122070314 320.15934753417974 0.21643137186765674 6.9500000476837167 8.2500000000000018 18.219999313354496 18.219999313354496 7.4500000476837167 11.150000095367433 6.4549999237060556 0.90423935651779186 3.7350000143051152 11.650000095367433 3.3999999761581425 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 26 4 6 11 7 8 -2 10 -10 -6 -8 -14 -15 -16 -9 18 20 -20 -1 24 -21 -19 -22 -24 -3 29 -29 -18 right_child=3 2 -4 -5 5 -7 12 16 9 -11 -12 -13 13 14 15 -17 27 23 19 22 21 -23 25 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.00099491361235508032 0.0011968309704989662 7.9882845289105155e-05 -0.0036449740048452601 -2.7965358995629492e-05 -0.0068267064766240962 0.0036134267646272425 0.00049722856789142622 -0.00075796449247879415 0.0089436928115529373 0.0003471388675357818 0.027971764089948815 0.00050639668342372017 0.0018378270251819427 0.0036137663058132437 0.0064824622034155392 0.026872760958694564 0.0056229959501065581 -0.003962385286084647 -0.00057762529741896555 -0.0040460726863397909 0.0030376735634771125 0.023955428906502055 0.062722032055968338 -0.018998842097098994 -0.0043724102077384265 0.0077837654105501197 -0.0039509740836118764 -0.0095715577080585888 0.0013998190595383019 0.00068088267506773896 leaf_weight=31169 7629 337682 4426 728866 1447 17410 25456 79279 1173 862 272 4740 14582 1858 569 429 2734 1402 14867 14044 7159 126 21 316 1237 164 3319 1030 1044 25642 leaf_count=31169 7629 337682 4426 728866 1447 17410 25456 79279 1173 862 272 4740 14582 1858 569 429 2734 1402 14867 14044 7159 126 21 316 1237 164 3319 1030 1044 25642 internal_value=7.24663e-09 -0.000212296 -6.57429e-06 9.65118e-05 0.000583884 0.00234911 0.000327645 -6.79093e-05 0.00277064 0.00797508 0.0125254 -0.00120865 0.00143115 0.0027945 0.00767903 0.0152474 -0.000324941 -0.00122019 -0.00108263 -0.00215895 -0.000293619 0.00227135 -0.00381118 -0.00672811 0.00194593 0.01402 4.06501e-05 0.000802469 -0.00404884 0.00115705 internal_weight=1.33095e+06 415932 345427 915022 186156 23597 162559 119665 9936 2307 1445 6187 42894 17438 2856 998 109729 70505 68787 29096 39691 8522 14229 1718 8396 185 341001 30450 2074 28376 internal_count=1330954 415932 345427 915022 186156 23597 162559 119665 9936 2307 1445 6187 42894 17438 2856 998 109729 70505 68787 29096 39691 8522 14229 1718 8396 185 341001 30450 2074 28376 is_linear=0 shrinkage=0.05 Tree=283 num_leaves=31 num_cat=0 split_feature=20 7 31 125 28 28 43 123 72 13 39 32 13 7 17 31 1 56 28 12 108 34 4 33 43 71 124 16 4 57 split_gain=10.6948 28.5556 13.1741 31.4611 32.172 25.2131 25.9386 24.3379 21.8476 25.1154 37.8552 22.9154 22.8698 22.1749 21.0555 21.0063 31.5117 35.8008 29.5186 39.1514 43.2954 32.0948 27.9067 26.1675 67.4794 43.8987 24.7866 31.5129 44.3928 29.4533 threshold=12.215000152587892 9.5500001907348651 1020.4500122070314 -0.43049471080303187 1020.1499938964845 1017.9500122070314 14.34999990463257 -0.47714059054851526 0.86314788460731517 3.3649998903274541 13.550000190734865 4.7500000000000009 2.4550000429153447 9.6500000953674334 17.029999732971195 1015.9500122070314 244.50000000000003 287.65692138671881 1015.5499877929689 1.7749999761581423 -0.55620145797729481 12.449999809265138 3.8500000238418584 9.4499998092651385 3.2500000000000004 319.61164855957037 -0.73724925518035878 9.5450000762939471 4.4500000476837167 265.44940185546881 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 4 -4 15 -7 -5 9 11 -11 12 -6 -10 -9 26 18 -18 19 20 -17 22 -22 24 -19 -26 27 28 -1 -30 right_child=1 -3 3 7 8 6 -8 14 13 10 -12 -13 -14 -15 -16 16 17 23 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.00053199258120800285 -0.0023781232970337945 0.023536929296959122 0.0044917125910814973 0.00079473326652520289 0.0087234671397681315 -0.00066990677238383718 0.0027464700383586717 -0.00055765465816172931 0.0042923435959453847 -0.0066643615001765579 0.01015052035635778 0.0004431388813273332 -0.0026139015182400555 0.03338255244394097 0.0021590057045996363 0.014769469598834857 -0.0002647774659769338 0.0066032761861880094 0.00067887278781609476 0.0008346359005120688 0.003477574398863985 0.0020015603211527423 0.013236930175327569 0.0014918522051619578 0.0094899153849110005 0.10577965373622961 4.4357169874356812e-05 -0.0001896954084553503 -0.0050717594322072018 0.0015163497284388504 leaf_weight=20540 6747 108 8058 74893 1680 192536 5721 103736 2946 2257 393 20524 605 67 7659 1046 126682 1187 50553 11023 1468 6228 1462 21111 20 29 574929 72481 12297 1968 leaf_count=20540 6747 108 8058 74893 1680 192536 5721 103736 2946 2257 393 20524 605 67 7659 1046 126682 1187 50553 11023 1468 6228 1462 21111 20 29 574929 72481 12297 1968 internal_value=6.88416e-09 -0.00196983 1.0205e-05 0.000360831 0.00170251 -6.07359e-05 -0.000571322 9.77353e-05 0.000913127 0.000436651 -0.00417068 0.000971941 0.00572167 0.00493922 -0.00037087 5.13622e-05 0.000475247 6.07093e-05 0.00133591 0.00290066 0.0051325 0.0040318 0.00834726 0.00190585 0.00897694 0.0664777 -8.58343e-05 -0.00078351 -0.00202012 -0.00416286 internal_weight=1.33095e+06 6855 1.3241e+06 222818 36530 1.10128e+06 198257 186288 28472 25459 2650 22809 2285 3013 111395 903024 220809 149029 71780 21227 10204 9158 2930 22347 1236 49 682215 107286 34805 14265 internal_count=1330954 6855 1324099 222818 36530 1101281 198257 186288 28472 25459 2650 22809 2285 3013 111395 903024 220809 149029 71780 21227 10204 9158 2930 22347 1236 49 682215 107286 34805 14265 is_linear=0 shrinkage=0.05 Tree=284 num_leaves=31 num_cat=3 split_feature=60 52 35 136 73 104 99 64 77 135 68 134 87 31 125 31 80 79 7 136 57 2 55 12 28 136 111 79 38 39 split_gain=10.9767 42.9904 26.2108 19.3627 16.1524 15.0387 16.3236 18.931 16.0735 21.8203 21.276 15.811 15.7748 23.2824 18.6163 18.3997 20.7797 16.0888 14.9819 15.5506 14.943 14.8358 14.7711 17.6364 14.6731 17.3608 19.3093 14.621 27.1202 32.4182 threshold=0.74243909120559703 25.224999427795414 14.550000190734865 0 0.60490021109581005 -0.85107687115669239 -0.4603093266487121 67.155002593994155 14.585000038146974 1020.7500000000001 290.41119384765631 1024.049987792969 0.72193583846092235 1019.8500061035157 -0.14780378341674802 1029.350036621094 258.20759582519537 10.164999961853029 5.2500000000000009 1 269.04475402832037 300.50000000000006 15.194999694824221 3.7649999856948857 1027.9500122070315 2 0.41217301785945898 25.085000038146976 12.34999990463257 12.84999990463257 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 left_child=1 -1 4 -4 -3 12 8 -8 9 -7 22 24 27 18 -15 17 -17 -16 19 -14 -9 -18 -11 -24 -10 -26 -27 -2 -29 -30 right_child=5 2 3 -5 -6 6 7 20 11 10 -12 -13 13 14 15 16 21 -19 -20 -21 -22 -23 23 -25 25 26 -28 28 29 -31 leaf_value=-5.3462225616461232e-06 -0.0018580646857614222 -0.002046578554420924 0.0054143431962705643 -0.001661831150961295 0.001499753674162376 -0.0018422127678423353 -0.0031385672829244665 -0.02818334944100237 4.9044543009194616e-05 -0.00046774284486879704 0.00066129695823021091 -0.012707408356720956 -0.0035203603110948063 0.0044880249946226336 0.002029194498374061 0.057575463714159059 -0.00012592346796343987 -0.001540224290115513 0.00097027679135926561 -0.00039931769621341385 -0.0077202594401751413 0.019746151251906888 0.030654297373786738 -0.00093405153839138603 -0.0069369365842411575 0.034343343210973959 0.0079533984739185905 -0.0015600988189135316 0.034385889690904017 0.0044863812538729377 leaf_weight=1161133 13967 3675 6429 1138 25422 30803 1919 142 23091 97 724 238 4921 4983 7825 23 213 5292 15532 20983 240 168 176 59 141 87 341 781 135 276 leaf_count=1161133 13967 3675 6429 1138 25422 30803 1919 142 23091 97 724 238 4921 4983 7825 23 213 5292 15532 20983 240 168 176 59 141 87 341 781 135 276 internal_value=6.54052e-09 4.78821e-05 0.0017336 0.00435512 0.00105185 -0.000430652 -0.00103499 -0.00516202 -0.000864673 -0.00159993 0.00546729 0.000115517 3.65524e-05 0.00040098 0.0018756 0.000912828 0.0114227 0.000589127 -0.00025754 -0.000993737 -0.015327 0.00863657 0.0159478 0.0227236 0.000244505 0.00817663 0.0130137 -0.00140443 0.00391099 0.0143074 internal_weight=1.33095e+06 1.1978e+06 36664 7567 29097 133157 58058 2301 55757 31859 1056 23898 75099 59940 18504 13521 404 13117 41436 25904 382 381 332 235 23660 569 428 15159 1192 411 internal_count=1330954 1197797 36664 7567 29097 133157 58058 2301 55757 31859 1056 23898 75099 59940 18504 13521 404 13117 41436 25904 382 381 332 235 23660 569 428 15159 1192 411 cat_boundaries=0 1 2 3 cat_threshold=5379 21 128 is_linear=0 shrinkage=0.05 Tree=285 num_leaves=31 num_cat=2 split_feature=15 16 39 93 12 7 136 99 24 4 43 12 29 23 20 71 86 24 136 115 125 31 98 32 39 29 30 64 82 26 split_gain=11.5042 25.1959 24.8003 26.5376 20.9349 20.2533 24.8031 22.6206 22.8069 28.5472 21.864 48.2926 21.4079 20.1859 36.7919 36.1031 35.3803 24.5053 25.9097 21.6877 29.8623 26.1523 24.4739 23.6726 45.571 72.4483 20.9616 20.7588 20.7391 19.2712 threshold=3.8649998903274541 15.405000209808351 11.449999809265138 -0.51264047622680653 5.5950000286102304 11.750000000000002 0 -0.80660745501518238 246.50000000000003 15.949999809265138 13.550000190734865 3.8449999094009404 1007.0499877929689 9.3750000000000018 9.0749998092651385 279.95710754394537 0.74118664860725414 294.50000000000006 1 -0.39873388409614557 -0.9366365075111388 1008.0499877929689 -0.95396932959556568 12.84999990463257 12.84999990463257 1009.0499877929689 1015.8500061035157 58.104999542236335 304.49584960937506 155.50000000000003 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=4 13 3 -3 5 -1 7 -7 9 -9 -10 -12 29 14 19 -15 17 -16 28 21 23 27 -22 26 25 -25 -21 -2 -19 -8 right_child=1 2 -4 -5 -6 6 12 8 10 -11 11 -13 -14 15 16 -17 -18 18 -20 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-3.8188032163405339e-06 -0.0030256399952103287 0.040391593223268338 0.0025286364844931343 -0.0048812705812555099 -0.0071192227524266198 0.0040546193277580531 0.044417202323675159 -0.0053428524836507197 0.0013617966692576655 0.014557733380254644 0.0091442266777169694 0.088801931589841843 -0.00092168552828764355 -0.004536791613251376 0.0098636766606517226 0.00065460632593456781 -0.0031656676046926202 0.0044653045298690807 -0.0095266862373524185 0.002271228419043697 0.028170088128995543 -0.00083930764787802301 -0.0007459119612202008 0.095458362495992335 0.0071258371201580427 0.003711580360929171 0.055010574907064437 -0.010496630002061158 0.047517414307542916 0.0040239390854446737 leaf_weight=1223192 3580 33 9013 1692 1023 8816 30 2114 18638 197 391 20 17419 9643 2018 5131 1344 790 394 325 76 18627 1969 48 124 39 20 1256 29 1876 leaf_count=1223192 3580 33 9013 1692 1023 8816 30 2114 18638 197 391 20 17419 9643 2018 5131 1344 790 394 325 76 18627 1969 48 124 39 20 1256 29 1876 internal_value=-3.17873e-07 -0.000700725 0.00147741 -0.00401518 3.05592e-05 3.63062e-05 0.00102781 0.00192312 0.00104427 -0.00364644 0.00161334 0.0130205 -0.000371007 -0.00121575 -0.000483741 -0.00273382 0.00365182 0.00648769 0.00087124 -0.00120965 0.00312224 -0.00168987 0.000328717 0.013397 0.0265894 0.0543305 0.00532858 -0.004966 0.00591749 0.00465972 internal_weight=1.32987e+06 56151 10738 1725 1.27372e+06 1.27269e+06 49501 30176 21360 2311 19049 411 19325 45413 30639 14774 4575 3231 1213 26064 2601 23463 2045 556 211 87 345 4836 819 1906 internal_count=1329867 56151 10738 1725 1273716 1272693 49501 30176 21360 2311 19049 411 19325 45413 30639 14774 4575 3231 1213 26064 2601 23463 2045 556 211 87 345 4836 819 1906 cat_boundaries=0 1 2 cat_threshold=6301 281 is_linear=0 shrinkage=0.05 Tree=286 num_leaves=31 num_cat=4 split_feature=131 55 12 39 114 29 35 6 6 7 5 126 136 4 136 5 127 127 120 4 4 136 123 7 20 43 40 24 41 136 split_gain=11.5032 13.8568 10.4868 11.021 10.34 10.5988 10.1069 10.0714 9.99947 51.4588 33.7036 36.6211 30.6014 27.0472 44.4871 35.9382 26.9929 26.9496 25.6932 25.6936 24.7521 30.6232 27.5963 26.7818 24.4094 35.8168 42.0501 25.2705 28.8672 23.6524 threshold=341.50000000000006 25.954999923706058 0.51499998569488536 7.6499998569488534 -0.38266885280609125 1020.7500000000001 10.650000095367433 11.050000190734865 6.9500000476837167 10.050000190734865 5.6499998569488534 0.85260769724845897 0 6.1499998569488534 1 5.5499999523162851 0.90255093574523937 -0.64942333102226246 0.90255093574523937 7.5499999523162851 9.4499998092651385 2 -0.95878320932388295 8.3499999046325701 8.3750000000000018 13.650000095367433 11.150000095367433 263.50000000000006 13.650000095367433 3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 left_child=2 -2 -1 4 5 6 -4 -8 9 13 17 16 -13 29 18 -16 20 -10 19 -15 24 23 -23 -22 -12 27 -27 28 -26 -5 right_child=1 -3 3 8 -6 -7 7 -9 10 -11 11 12 -14 14 15 -17 -18 -19 -20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00217075937698709 -0.0010753662778484232 -0.0079655203550725671 -0.0076472791431140639 0.00043362979281095452 0.010969425650494816 0.0022652766145868425 -0.0012358181805787038 0.038871136728836145 0.0047566886479299478 0.0030886454647359608 -0.0011239519472886659 0.0012790088385091925 -0.00058713475291304095 0.0012768813675129139 0.0017865236347294451 -0.00044248134322118497 -0.0027685991773851518 0.00075325147404980779 -0.0033254692574569231 0.0037308017006575478 0.0080589149879791971 0.0034947395346914705 -0.0003566158035910828 0.0014391888693479971 0.0060024859675876958 0.059020402873663808 0.009245717313779744 -0.00021068682774810248 0.065068119682282918 -0.00021555421134732984 leaf_weight=5500 3286 938 1358 186566 113 431 49 23 5057 14313 134479 56257 36033 28435 23702 76280 13620 24911 2208 17071 1915 4866 105355 7559 1383 46 547 11776 21 565769 leaf_count=5500 3286 938 1358 186566 113 431 49 23 5057 14313 134479 56257 36033 28435 23702 76280 13620 24911 2208 17071 1915 4866 105355 7559 1383 46 547 11776 21 565769 internal_value=-3.05561e-07 -0.00260542 7.99533e-06 1.70725e-05 -0.00371613 -0.00460784 -0.00667939 0.0115761 2.26631e-05 0.000114183 -0.000184557 -0.000313883 0.000550481 6.68806e-05 0.000685501 8.59239e-05 -0.000597198 0.00142882 0.00194146 0.00219744 -0.000486824 4.80036e-05 -0.000186571 0.00277432 -0.00091863 0.00108612 0.0131068 0.000545282 0.00688595 -5.4565e-05 internal_weight=1.32987e+06 4224 1.32564e+06 1.32014e+06 1974 1861 1430 72 1.31817e+06 914344 403825 373857 92290 900031 147696 99982 281567 29968 47714 45506 267947 119695 110221 9474 148252 13773 593 13180 1404 752335 internal_count=1329867 4224 1325643 1320143 1974 1861 1430 72 1318169 914344 403825 373857 92290 900031 147696 99982 281567 29968 47714 45506 267947 119695 110221 9474 148252 13773 593 13180 1404 752335 cat_boundaries=0 1 2 3 4 cat_threshold=4445 1376 1024 2568 is_linear=0 shrinkage=0.05 Tree=287 num_leaves=31 num_cat=0 split_feature=15 16 19 124 32 64 43 21 39 20 118 39 93 122 71 17 20 28 78 12 87 121 7 23 119 127 20 36 122 35 split_gain=10.832 23.213 32.5066 36.929 32.9392 40.0368 30.1969 26.3326 35.3837 32.0189 27.3367 24.8041 26.8008 25.3697 24.3911 21.244 20.1119 19.0716 20.2135 19.0289 18.3736 24.6627 18.1853 20.5118 19.8283 48.1323 25.2518 23.7004 17.9988 18.1066 threshold=3.8649998903274541 13.344999790191652 11.269999980926515 -0.8703225553035735 12.949999809265138 37.07500076293946 0.25000000745058065 7.1549999713897714 13.550000190734865 8.1949996948242205 -0.98321744799613942 11.449999809265138 -0.45852530002593989 -0.76037701964378346 289.05433654785162 18.219999313354496 7.5750000476837167 1017.4500122070314 22.505000114440922 5.5950000286102304 0.83803758025169384 0.28400452435016638 11.84999990463257 5.3450000286102304 -0.33379416167736048 -0.70088258385658253 7.0350000858306894 9.8499999046325701 0.33379416167736059 13.750000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 2 3 4 -2 7 -5 -6 9 10 -9 12 -3 17 -4 20 -7 18 -13 22 21 -15 -1 28 26 -26 -25 -28 -24 -30 right_child=1 11 14 6 5 16 -8 8 -10 -11 -12 13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 27 -29 29 -31 leaf_value=-1.6665819135446858e-06 0.0027870077888498511 0.022921307357074233 -0.0045765193400099232 0.0013059429431260554 -0.00061477731807124724 -0.028591174966826734 -0.0055898538149281992 0.071484454943565659 0.01218361856279832 0.09094732743807328 0.019931259300533889 0.0048896260753797764 -0.0030504620945133441 0.0016489327168164301 -0.00049602872397707342 0.0081250194299251483 0.011896950295535712 0.00079851447863972871 0.015919351735718804 -0.0067868851733319776 -0.0038628637358201229 -0.0026130266163402853 0.0042056624903542743 -0.0066459730410096647 0.0073637794226535909 0.00040193046417080433 -0.02198231984924489 0.0026776601323491227 -0.0097917011260028278 0.010352285163212769 leaf_weight=1226165 855 101 10499 5433 57 49 2243 40 89 39 72 1546 6011 12904 5624 823 82 1752 568 1023 2758 4606 6624 2054 2687 32656 103 1803 453 148 leaf_count=1226165 855 101 10499 5433 57 49 2243 40 89 39 72 1546 6011 12904 5624 823 82 1752 568 1023 2758 4606 6624 2054 2687 32656 103 1803 453 148 internal_value=-2.89942e-07 -0.000679928 -0.00181139 0.000603337 0.0084553 0.0197786 -0.000709074 0.0299349 0.0371905 0.0519296 0.0383431 0.0002335 -0.00262128 0.00093264 -0.00315317 0.000250123 -0.00324746 0.00465612 0.00785315 2.96715e-05 -6.96443e-05 0.000527826 3.51507e-05 0.00100541 0.000555294 0.000931215 -0.00279979 0.00134504 0.00345395 -0.00483112 internal_weight=1.32987e+06 56151 25082 8959 1283 428 7676 297 240 151 112 31069 6112 24957 16123 21091 131 3866 2114 1.27372e+06 20268 17510 1.27269e+06 46528 39303 35343 3960 1906 7225 601 internal_count=1329867 56151 25082 8959 1283 428 7676 297 240 151 112 31069 6112 24957 16123 21091 131 3866 2114 1273716 20268 17510 1272693 46528 39303 35343 3960 1906 7225 601 is_linear=0 shrinkage=0.05 Tree=288 num_leaves=31 num_cat=0 split_feature=11 20 55 83 100 18 75 20 110 30 37 14 67 8 10 7 127 20 18 120 31 28 15 122 37 124 14 67 29 127 split_gain=10.7702 28.9403 43.8821 39.3672 32.6259 44.0073 36.6445 17.1784 18.2915 21.6315 20.5957 15.0258 14.1879 13.8123 22.0294 38.6029 24.4657 24.1076 36.8401 27.1646 35.1162 34.4117 32.3187 27.1269 29.1733 30.1771 29.6691 30.6346 27.9867 26.7205 threshold=0.35000000894069677 8.3150000572204608 14.904999732971193 269.85548400878912 -0.56266662478446949 9.5450000762939471 0.74071189761161815 6.6349999904632577 0.48392337560653692 1008.1499938964845 13.650000095367433 1.2749999761581423 49.555000305175788 3.1499999761581425 5.7500000000000009 7.7500000000000009 -0.84335932135581959 5.9349999427795419 7.4149999618530282 -0.80382624268531788 1015.8500061035157 1015.0499877929689 2.1250000000000004 -0.28400452435016627 10.250000000000002 0.9238443672657014 0.74500000476837169 19.224999427795414 1014.1499938964845 0.88697704672813427 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 -4 6 -6 8 9 10 -1 -11 -7 -2 15 -15 -17 23 -19 20 -20 22 -22 28 25 -25 -26 -28 -16 -30 right_child=13 -3 3 -5 5 12 -8 -9 -10 11 -12 -13 -14 14 17 16 -18 18 19 -21 21 -23 -24 24 26 -27 27 -29 29 -31 leaf_value=0.01423356254736698 -0.0003846206530636076 -0.0015405959229203518 -0.0055180991134928135 0.0040950773637843723 0.095394067150644135 0.021466454331858648 0.012284559295290993 -0.00049894793363545922 0.0012382186288080353 0.011013810120073598 0.07285176211077235 0.0015056488370331158 -0.0059503944694168044 0.00025257474925788136 -0.0015369004363318857 0.0080093635485811773 0.0020622123091667043 0.0022619976504546506 -2.3599932052935343e-05 -0.00015591282420729282 0.0026898956456910652 0.0019223534121190038 0.015038474534859379 0.00095960494399134491 0.0078064418314755168 0.0086605657867173461 -0.00040670347931813245 0.0066520838262604234 3.5273043422436476e-05 -0.00205879776829994 leaf_weight=43 224551 11091 121 4292 36 374 21 15702 17055 715 23 992 54 363304 76323 2010 12385 18786 32039 366650 1105 20397 1018 3183 1213 2119 39075 1600 95464 18126 leaf_count=43 224551 11091 121 4292 36 374 21 15702 17055 715 23 992 54 363304 76323 2010 12385 18786 32039 366650 1105 20397 1018 3183 1213 2119 39075 1600 95464 18126 internal_value=-2.75445e-07 0.000715778 0.00135049 0.00577944 0.0177089 0.0235037 0.0647748 0.000722255 0.0017407 0.00657423 0.0346611 0.00548827 0.0180073 -2.8551e-05 4.72511e-05 0.000353193 0.00289262 -0.00012341 9.56013e-05 -1.02042e-06 0.00103989 0.00255292 0.00861116 -0.000529831 0.000543055 0.00403737 0.000100759 -0.000129038 -0.000796424 -0.000298886 internal_weight=1.32987e+06 50519 39428 4898 606 485 57 34530 18828 1773 66 1707 428 1.27935e+06 1.0548e+06 377699 14395 677098 439995 421209 54559 22520 2123 237103 47190 5302 41888 40675 189913 113590 internal_count=1329867 50519 39428 4898 606 485 57 34530 18828 1773 66 1707 428 1279348 1054797 377699 14395 677098 439995 421209 54559 22520 2123 237103 47190 5302 41888 40675 189913 113590 is_linear=0 shrinkage=0.05 Tree=289 num_leaves=31 num_cat=1 split_feature=131 12 28 67 12 84 122 35 38 31 41 120 8 136 31 15 20 112 121 9 34 101 87 35 33 35 39 53 39 77 split_gain=10.4069 12.9597 9.9883 11.4542 10.4088 9.77561 34.8668 35.4968 33.4235 22.3781 35.7989 21.2313 22.7656 48.0869 24.2784 38.3306 39.8714 41.723 20.6136 20.7931 20.4908 18.4451 18.3926 18.1249 23.5967 24.1494 19.8209 19.4388 19.2416 17.9099 threshold=341.50000000000006 2.8549998998641972 1034.4500122070315 32.18499946594239 3.1350001096725468 0.86850792169570934 -0.72534674406051625 10.650000095367433 10.650000095367433 1023.2500000000001 11.949999809265138 -0.9099266231060027 5.3500001430511483 0 1020.9500122070314 1.7549999952316286 6.8750000000000009 -0.95878320932388295 -0.97988739609718312 6.2500000000000009 10.550000190734865 0.76042804121971141 0.81269061565399181 9.9499998092651385 8.4499998092651385 8.7500000000000018 10.250000000000002 0.13499999791383746 11.449999809265138 22.464999198913578 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 4 -4 11 18 20 -9 21 -11 12 -1 14 -14 -16 17 -17 19 -7 23 22 -10 24 -8 -26 -25 -27 -29 -20 right_child=1 -3 3 -5 -6 6 7 8 9 10 -12 -13 13 -15 15 16 -18 -19 29 -21 -22 -23 -24 26 25 27 -28 28 -30 -31 leaf_value=-4.4569789096105698e-05 -0.00086601413602505983 -0.0072360465292962807 0.0084074266080068766 0.02569628633648055 -0.012590269735897892 -0.00028597859598568901 0.0015548497521158098 0.0047961800371124162 0.0033946239458191143 0.0043506728817035807 0.069820359899174608 -0.00013401544171545094 0.0025453726251751666 0.00019401581269833213 0.0024093450268678441 0.015910320428305005 0.011909698428126362 0.071578330059492143 0.0001281951722956684 -0.0056184641497568858 -0.004495665702005016 -0.00092267313128374271 0.00080420508033529061 0.0063300545806785312 -0.010529552131226503 -0.013923368430010791 -0.00041675559723173015 4.7137012506832646e-05 -0.0091450735683659204 -0.0025879518095421787 leaf_weight=85899 3155 1069 277 73 75 3303 3568 5757 7456 3652 21 989283 22574 44001 950 71 538 64 33236 4094 3928 14190 84648 1761 1035 326 2851 3921 666 7425 leaf_count=85899 3155 1069 277 73 75 3303 3568 5757 7456 3652 21 989283 22574 44001 950 71 538 64 33236 4094 3928 14190 84648 1761 1035 326 2851 3921 666 7425 internal_value=-2.61673e-07 -0.00247813 7.63374e-06 0.00767157 0.00393349 5.17591e-06 0.000345703 0.000760677 0.00108239 0.000887965 0.00472499 -4.89799e-05 0.000496937 0.00117899 0.00296882 0.00887674 0.018006 0.0423011 -0.000809468 -0.00323734 -0.00130124 0.000755376 0.0010139 -0.00041309 -0.00165986 -0.00358825 0.00215938 -0.00212595 -0.00128751 -0.000367793 internal_weight=1.32987e+06 4224 1.32564e+06 425 352 1.32522e+06 181838 133780 115724 109967 3673 1.14338e+06 154097 68198 24197 1623 673 135 48058 7397 18056 106294 92104 14128 9516 5948 4612 4913 4587 40661 internal_count=1329867 4224 1325643 425 352 1325218 181838 133780 115724 109967 3673 1143380 154097 68198 24197 1623 673 135 48058 7397 18056 106294 92104 14128 9516 5948 4612 4913 4587 40661 cat_boundaries=0 1 cat_threshold=953 is_linear=0 shrinkage=0.05 Tree=290 num_leaves=31 num_cat=1 split_feature=28 28 30 6 33 17 13 28 0 65 38 15 113 36 28 104 55 76 136 12 20 127 34 120 24 5 3 119 39 15 split_gain=11.5098 28.763 57.1407 47.8024 43.476 39.1745 51.1945 48.4589 37.8476 35.5364 34.912 31.6387 30.6399 30.1782 57.6058 28.9125 43.5629 33.6864 28.7023 33.0068 37.8051 27.2978 53.2909 26.8966 29.3097 26.732 37.4668 25.7488 25.6482 29.1901 threshold=1010.4500122070314 1.0000000180025095e-35 997.54998779296886 9.3499999046325701 9.8499999046325701 9.5450000762939471 3.2150000333786015 1006.8500061035157 273.50000000000006 44.174999237060554 11.84999990463257 4.4149999618530282 0.078456107527017607 12.750000000000002 1005.5499877929689 -0.92694023251533497 51.965000152587898 16.865000724792484 0 3.8850001096725468 6.3150000572204599 0.74892720580101024 9.8499999046325701 0.50751903653144848 188.50000000000003 13.84999990463257 165.50000000000003 -0.97233289480209339 11.050000190734865 2.745000004768372 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 11 13 7 -7 25 -6 12 -3 21 23 18 16 -12 -18 -15 20 -20 -8 -23 24 -4 28 -27 -14 29 -5 right_child=-2 2 5 8 9 6 10 -9 -10 -11 15 -13 27 14 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00025826793552694347 -4.8475815521289109e-05 0.013155987639038358 -0.011302741924592102 0.0015769456930768988 0.018569104377358384 0.0065762106317348162 -0.0054873003880316126 0.0018524477649680138 -0.021165146878036761 0.047144497592234991 -0.0029434386336409566 -0.029808566470431994 0.00083789706966558178 0.0029610517064678505 -6.9698707285275387e-05 0.0004652107155513459 -0.0059535631356615725 0.031462388771099296 0.01044393179490446 0.00093667548796692998 0.037304942362574034 0.019424663064505091 -0.0045008428735280629 0.0038077278472301609 -0.0025423392715225555 -0.013692899723114955 0.021603123278484918 0.057730845796145708 0.0065358657323418895 0.040481483311633822 leaf_weight=89540 1148986 144 1067 75 340 6590 5171 30823 137 160 288 61 43 750 23878 8661 77 275 260 221 264 346 711 1454 9078 286 102 37 663 135 leaf_count=89540 1148986 144 1067 75 340 6590 5171 30823 137 160 288 61 43 750 23878 8661 77 275 260 221 264 346 711 1454 9078 286 102 37 663 135 internal_value=9.99255e-06 0.000379847 0.00100025 0.00914742 0.0197628 0.000809861 0.00168097 0.0026845 0.00379419 0.0277132 -0.000724371 0.000371413 -0.00359574 -0.00043941 0.000526428 0.00122301 0.0114782 0.0232776 0.0100477 0.0169151 0.023977 -0.00399069 0.00333097 -0.0025522 -0.00346371 0.00650587 -0.00441405 0.0271509 0.0113592 0.026587 internal_weight=1.33062e+06 181637 92097 2103 705 89994 53022 37413 1398 500 15609 205 6308 36972 25373 9301 640 352 1495 745 524 6228 1057 11599 10145 1261 388 80 873 210 internal_count=1330623 181637 92097 2103 705 89994 53022 37413 1398 500 15609 205 6308 36972 25373 9301 640 352 1495 745 524 6228 1057 11599 10145 1261 388 80 873 210 cat_boundaries=0 1 cat_threshold=2216 is_linear=0 shrinkage=0.05 Tree=291 num_leaves=31 num_cat=1 split_feature=23 20 13 36 28 110 28 31 31 16 28 28 31 62 108 28 102 92 38 31 33 127 38 53 105 136 105 64 76 4 split_gain=11.1962 19.3584 23.9286 15.1522 14.2217 14.2054 12.9007 38.8786 34.3373 40.2 31.4273 37.3301 26.7623 30.1137 19.7671 26.2816 33.4636 23.249 25.0045 20.8339 25.5293 41.0118 19.7212 18.4267 17.7485 17.3955 23.3779 20.4565 25.8232 28.5057 threshold=4.7449998855590829 4.6949999332427987 1.0049999952316286 10.949999809265138 1017.6499938964845 -0.61962181329727162 1011.4500122070314 1009.3500061035157 1013.2500000000001 8.7100000381469744 997.54998779296886 1004.1499938964845 1016.5499877929689 0.74261432886123668 -0.70461639761924733 1008.0499877929689 0.37785516679286962 0.12252797931432725 13.150000095367433 1016.1499938964845 10.150000095367433 0.8038262426853181 11.949999809265138 68.93500137329103 -0.60381260514259327 0 -0.96533569693565358 46.545000076293952 21.314999580383304 0.84999999403953563 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 3 4 -1 -4 8 -8 25 -10 -11 12 13 -12 17 16 -16 18 -13 -17 21 22 -21 -22 -23 26 27 28 -2 -30 right_child=6 -3 5 -5 -6 -7 7 -9 9 10 11 14 -14 -15 15 19 -18 -19 -20 20 23 24 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.031373146754235935 0.0055536947519212497 0.0015623922789090011 0.021051705112040509 0.00076752711051067347 0.0036656449914485088 -0.0025910373953837418 -0.0033612833523906302 -6.4699146212257496e-05 -0.00088906293950952999 -0.0077748148141015263 0.006063677160672739 -0.0011365641183955204 0.085865996778011322 0.071893513486113239 0.037176623017401669 0.0039745727024116115 0.0087541391228277907 -0.0074476239564440529 0.016259887936776653 0.0044402848569526599 0.0052908522496221098 0.10445701733231545 0.044616003620571332 0.044267057802062484 0.042312502992097982 -0.00017869505586105705 0.0005810171069492334 -0.0027043977256745282 0.081760058179497719 0.018212339919681349 leaf_weight=78 2516 29661 64 12422 114 8699 9021 1045012 5700 514 71 619 20 23 141 7302 390 690 310 112 579 20 42 32 27 137588 67974 712 20 150 leaf_count=78 2516 29661 64 12422 114 8699 9021 1045012 5700 514 71 619 20 23 141 7302 390 690 310 112 579 20 42 32 27 137588 67974 712 20 150 internal_value=9.49404e-06 0.000735711 -0.000411326 0.000982972 0.0149218 -0.00241836 -1.94721e-05 -9.29131e-05 0.000323727 0.00251306 0.00429346 0.00489118 0.0333455 0.022171 0.00457514 0.0055247 0.0163014 -0.000495262 0.0046685 0.00481945 0.0124171 0.0278744 0.0153973 0.00733216 0.068757 0.000149888 0.000783232 0.00483067 0.00682805 0.0256885 internal_weight=1.33062e+06 51038 21377 12614 192 8763 1.27958e+06 1.05403e+06 225552 16592 10892 10378 114 94 10264 8645 531 1619 929 8114 812 201 154 611 47 208960 71372 3398 2686 170 internal_count=1330623 51038 21377 12614 192 8763 1279585 1054033 225552 16592 10892 10378 114 94 10264 8645 531 1619 929 8114 812 201 154 611 47 208960 71372 3398 2686 170 cat_boundaries=0 1 cat_threshold=1422 is_linear=0 shrinkage=0.05 Tree=292 num_leaves=31 num_cat=2 split_feature=28 76 14 19 36 13 23 20 13 36 80 110 104 72 21 23 119 23 136 28 30 124 3 7 33 115 37 130 35 136 split_gain=10.656 13.6971 18.0471 13.8402 12.1571 10.4656 10.2058 17.4709 21.5956 13.7431 14.542 12.8203 12.4956 13.6436 12.9581 31.6595 25.5474 19.6521 26.5249 22.1169 28.4121 26.551 28.4614 56.882 49.4678 20.639 22.0576 23.352 20.2973 31.3981 threshold=1033.350036621094 12.984999656677248 3.1250000000000004 14.550000190734865 10.150000095367433 4.1050000190734872 4.7449998855590829 4.6949999332427987 1.0049999952316286 11.150000095367433 312.43133544921881 -0.61962181329727162 0.31884104013442999 0.53656411170959484 5.0950000286102304 6.9249999523162851 0.19936034083366397 5.4449999332427987 0 1013.6499938964845 1014.1499938964845 -0.16504132002592084 287.50000000000006 8.9499998092651385 10.449999809265138 -0.94260558485984791 15.050000190734865 293.50000000000006 13.050000190734865 1 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 left_child=6 2 3 -2 -3 -6 7 8 9 10 -1 -10 14 -14 15 -8 -17 18 -16 20 25 22 -22 -24 -25 26 27 -19 29 -21 right_child=1 4 -4 -5 5 -7 12 -9 11 -11 -12 -13 13 -15 17 16 -18 19 -20 28 21 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.020057244214424313 0.013662267913954399 0.0016462927174177907 -0.010297947973836194 -0.0044384267410159262 0.057127120514069832 0.016669118432610326 -0.00093919382470999718 0.001484272666218571 0.01999911967322987 0.0007149602782741412 -0.011592247864514914 -0.0024614855198192547 0.00095084350686434795 -0.0049700471426966635 0.001538149908501133 0.0006478517903216385 0.0085305919303237301 0.0017585942255185086 -6.5138511765244615e-05 -0.0018469007904710795 0.0030147328999696778 0.00088398519476879051 0.0089393754127233844 0.11870828238739209 0.023542072607516378 -6.0937960588121432e-05 -0.00024989848704734497 -0.0034279316202874411 0.00010646117873044757 -0.00028721881155549251 leaf_weight=172 346 42 181 152 31 33 67186 29661 64 12396 46 8699 1553 2605 48411 2973 1571 46712 55219 35174 6095 18838 1198 22 36 242193 27593 2276 329613 389532 leaf_count=172 346 42 181 152 31 33 67186 29661 64 12396 46 8699 1553 2605 48411 2973 1571 46712 55219 35174 6095 18838 1198 22 36 242193 27593 2276 329613 389532 internal_value=9.01927e-06 0.00583279 0.00322323 0.00813756 0.0225487 0.036266 5.58151e-06 0.000698925 -0.00039076 0.000933824 0.0133789 -0.00229745 -2.20904e-05 -0.00275861 -1.31636e-05 -0.000666012 0.00337316 2.57659e-05 0.000683984 -3.62847e-05 0.000295356 0.00187849 0.00442705 0.0112806 0.0596396 0.000165294 0.000880767 0.00151763 -0.00018795 -0.000416441 internal_weight=1.33062e+06 785 679 498 106 64 1.32984e+06 51038 21377 12614 218 8763 1.2788e+06 4158 1.27464e+06 71730 4544 1.20291e+06 103630 1.09928e+06 344963 26189 7351 1256 58 318774 76581 48988 754319 424706 internal_count=1330623 785 679 498 106 64 1329838 51038 21377 12614 218 8763 1278800 4158 1274642 71730 4544 1202912 103630 1099282 344963 26189 7351 1256 58 318774 76581 48988 754319 424706 cat_boundaries=0 1 2 cat_threshold=7058 7200 is_linear=0 shrinkage=0.05 Tree=293 num_leaves=31 num_cat=3 split_feature=33 65 28 31 17 31 136 109 92 1 15 38 29 136 9 35 34 30 113 8 28 28 7 127 12 136 35 84 38 86 split_gain=10.0378 18.8084 15.3236 46.4085 60.0389 31.6404 30.9499 26.9261 27.691 27.2083 24.8486 23.8231 25.0827 23.8055 23.3594 21.3593 23.4774 20.9174 23.6854 25.1921 20.8604 30.5337 20.6792 24.7648 26.82 20.294 18.9341 42.4719 30.8418 27.6816 threshold=16.550000190734867 9.3450002670288104 1012.8500061035157 1013.5499877929689 8.7100000381469744 1010.7500000000001 0 -0.62486237287521351 0.064520567655563368 244.50000000000003 4.0150001049041757 13.250000000000002 1007.9500122070314 1 16.349999427795414 14.250000000000002 13.750000000000002 1017.7500000000001 -0.85260769724845875 15.84999990463257 1.0000000180025095e-35 1004.1499938964845 4.5499999523162851 -0.33379416167736048 4.0850000381469735 2 12.650000095367433 0.84321284294128429 11.550000190734865 0.83448314666748058 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=2 -2 3 -1 6 14 -5 8 11 10 20 -6 -13 -11 -4 16 26 18 19 -15 -9 -22 -17 24 -24 -25 28 -28 -7 -30 right_child=1 -3 5 4 7 15 -8 9 -10 13 -12 12 -14 17 -16 22 -18 -19 -20 -21 21 -23 23 25 -26 -27 27 -29 29 -31 leaf_value=0.00012175006862252497 -0.00019615602295272824 -0.0021075329072831632 -0.0022983398134247533 0.0028538590483291664 -0.00070651740919495032 0.00028119866850525341 -0.0022514867568747044 -0.0083055602761321814 -0.0065135480749748294 -0.00011440135842410908 -0.0039243499987209459 0.064655401654865427 0.010863172625408819 0.0078029080733120247 -0.017074161010003971 -1.2569159344868686e-05 -0.00095589552215334824 -0.028359011105945981 0.0027453878534139512 0.037663332111368034 0.044597374987831617 0.0068793363410215528 0.0026454465946486178 -0.00024325211512497545 0.013665765984001897 0.0013853477924126068 -6.23409507572176e-05 0.0017848490850801491 -0.00028085736789444188 -0.0015148526933290137 leaf_weight=251660 125074 14347 11248 4289 905 188372 9586 225 1312 5213 585 23 375 2179 274 111830 79041 49 5914 73 54 8432 10413 33176 583 45167 117283 42357 201939 58645 leaf_count=251660 125074 14347 11248 4289 905 188372 9586 225 1312 5213 585 23 375 2179 274 111830 79041 49 5914 73 54 8432 10413 33176 583 45167 117283 42357 201939 58645 internal_value=8.56806e-06 -0.000392845 5.55503e-05 0.000371054 0.00197099 -4.63814e-05 -0.000672903 0.00341872 -0.00138601 0.00397163 0.00605102 0.00377695 0.0139718 0.0025321 -0.00264972 -1.26331e-05 -0.000145208 0.00420652 0.00440708 0.00877085 0.00672094 0.00711935 0.000440534 0.00100771 0.00322974 0.000695829 -3.99203e-05 0.000427771 -0.000206222 -0.000558571 internal_weight=1.33062e+06 139421 1.1912e+06 290874 39214 900328 13875 25339 2615 22724 9296 1303 398 13428 11522 888806 687637 8215 8166 2252 8711 8486 201169 89339 10996 78343 608596 159640 448956 260584 internal_count=1330623 139421 1191202 290874 39214 900328 13875 25339 2615 22724 9296 1303 398 13428 11522 888806 687637 8215 8166 2252 8711 8486 201169 89339 10996 78343 608596 159640 448956 260584 cat_boundaries=0 1 2 3 cat_threshold=1579 6340 1122 is_linear=0 shrinkage=0.05 Tree=294 num_leaves=31 num_cat=2 split_feature=17 16 25 16 15 24 18 23 18 87 79 40 12 14 24 15 136 36 55 29 136 122 24 104 126 123 103 131 29 78 split_gain=9.9322 27.1129 36.8001 24.6435 32.9156 28.8997 24.8184 22.3161 22.2685 19.8448 19.5358 21.3573 18.5052 18.4098 32.1396 25.2558 25.1984 24.6022 23.5946 21.5943 19.9051 21.7964 18.7409 20.5199 18.3808 24.9638 19.3261 21.2744 26.3888 31.7226 threshold=14.039999961853029 13.344999790191652 269.50000000000006 14.039999961853029 4.3550000190734872 248.50000000000003 14.550000190734865 8.0650000572204608 15.405000209808351 0.85753703117370617 50.014999389648445 0.55000001192092907 6.0650000572204599 1.4550000429153445 271.50000000000006 2.8649998903274541 0 11.949999809265138 5.6150000095367441 1022.1499938964845 1 -0.18222858756780622 309.50000000000006 -0.8963375687599181 0.74892720580101024 0.36648726463317877 -0.12175257131457327 288.50000000000006 1011.6499938964845 26.73499965667725 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 4 8 -5 9 -6 10 -7 12 -12 -1 14 -3 22 -16 20 -18 24 21 -17 23 -15 25 26 -19 28 29 -28 right_child=1 13 -4 5 7 6 -8 -9 -10 -11 11 -13 -14 15 16 17 18 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00013759603531237943 0.00031059268614310012 0.00016661364967376753 0.0034823123760104103 -0.00032205769450211413 0.00027709188478606877 0.0031980645294584862 0.00014843111119376495 -0.0040935173679993069 0.002049090356817248 -0.00084221731219861432 0.0035864647578803346 -0.0094310862349985709 -0.018859959639270198 0.00067791109988088005 -0.00013424897368951341 0.0035855977825961492 0.0050935427616637281 -0.003728291262187427 0.00015509188627400083 -0.0013686386570515984 -0.0037324754491820291 -0.0016371522667389352 0.0014456063670064477 -0.001306244044465355 -3.8100907946722151e-05 -0.00062655982378348853 0.0064212275630191667 -0.0021694003084375317 0.0031945502244735539 0.020726327290573408 leaf_weight=942980 24532 77671 14581 31623 4404 22212 16230 8671 11952 3521 5300 335 132 15827 6160 3146 9109 857 3293 6143 4852 5473 8936 73750 8754 4472 3621 1290 10362 434 leaf_count=942980 24532 77671 14581 31623 4404 22212 16230 8671 11952 3521 5300 335 132 15827 6160 3146 9109 857 3293 6143 4852 5473 8936 73750 8754 4472 3621 1290 10362 434 internal_value=8.14026e-06 0.000270815 0.00149298 -6.29013e-05 -0.000129573 0.000819376 0.00167955 -0.00262138 -9.56598e-05 0.00264524 -0.000122679 0.00281257 -0.000140216 7.50228e-05 0.000613309 -0.000275179 0.00248246 0.000647408 0.00377923 0.00133058 -0.0011749 0.000268879 -0.000737855 -0.000955672 0.00188718 0.00268838 0.00358336 0.00398229 0.00453273 0.00795228 internal_weight=1.33062e+06 283263 39113 1.04736e+06 973774 73586 41963 13075 960699 25733 948747 5635 943112 244150 96233 147917 18562 49404 12402 35933 13471 8619 98513 89577 29790 21036 16564 15707 14417 4055 internal_count=1330623 283263 39113 1047360 973774 73586 41963 13075 960699 25733 948747 5635 943112 244150 96233 147917 18562 49404 12402 35933 13471 8619 98513 89577 29790 21036 16564 15707 14417 4055 cat_boundaries=0 1 2 cat_threshold=2080 408 is_linear=0 shrinkage=0.05 Tree=295 num_leaves=31 num_cat=3 split_feature=124 108 30 87 83 136 7 11 136 20 31 119 119 19 69 37 10 8 136 125 32 1 14 99 20 114 39 121 30 12 split_gain=10.5039 28.1485 23.6586 15.1884 23.4052 14.5388 15.0228 14.2128 13.5649 15.1652 14.1516 14.6727 13.7148 18.5255 12.9929 12.8902 12.8542 11.4013 16.2501 33.2762 23.4879 24.6672 20.0802 19.8769 18.431 17.9872 20.0251 17.1906 21.1435 16.3211 threshold=-0.98321744799613942 -0.70461639761924733 997.54998779296886 0.88803139328956615 188.54351806640628 0 18.550000190734867 8.8499999046325701 1 6.7950000762939462 1022.4500122070314 0.14780378341674807 -0.77159520983695973 11.775000095367433 314.83609008789068 10.550000190734865 14.250000000000002 17.550000190734867 2 -0.52247866988182057 12.449999809265138 321.50000000000006 3.245000004768372 -0.73926243185996998 5.3750000000000009 -0.78257837891578663 14.34999990463257 0.66259482502937328 1005.8500061035157 3.3349999189376835 decision_type=2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 5 16 14 -7 -1 10 -10 -3 -12 13 -11 15 -4 -5 -2 19 -19 21 23 -23 24 -20 26 -26 28 -25 -21 right_child=17 8 3 4 -6 6 -8 -9 9 12 11 -13 -14 -15 -16 -17 -18 18 20 29 -22 22 -24 27 25 -27 -28 -29 -30 -31 leaf_value=-0.019647386345012046 3.6366304640607547e-06 0.00061178971335067449 -0.0083308766312208092 0.033978594382378186 -0.01047439852243174 -0.007102052042384158 0.033433864885212293 0.019643399688021208 -0.002585615193780462 0.010847763878347676 -0.00087466987687847555 0.013890397417224405 -0.00050830484999497794 -0.00024725860339944058 0.02628307798195903 0.00041084111872905464 0.0059301526237536097 0.0052560386884893066 0.037632618363642574 0.00019558026897587819 -0.00079844940829979004 0.020562202093223559 0.0072031169582595089 -0.016329937415300973 -0.00066317029853065954 0.013461374947703639 0.050147526711225514 0.017893157154726596 0.00020399285337824205 -0.0059550043261305183 leaf_weight=27 1267636 14208 596 77 113 3664 23 156 9162 647 283 415 18293 899 41 1442 87 1843 49 2238 2402 377 1108 225 637 501 20 115 1375 2082 leaf_count=27 1267636 14208 596 77 113 3664 23 156 9162 647 283 415 18293 899 41 1442 87 1843 49 2238 2402 377 1108 225 637 501 20 115 1375 2082 internal_value=-9.06556e-06 -0.000719045 -0.00386533 -0.00440169 0.0070349 -0.00495111 -0.00683066 0.0138464 -0.000272902 -0.000902816 0.000952621 0.00790399 -0.000126125 0.004396 -0.00157739 -0.00214562 0.0190992 1.87286e-05 0.00149353 -0.000368335 0.00317462 0.00534732 0.0105946 0.00268057 0.00759624 0.00632527 0.000883578 -0.000779028 -0.00212109 -0.00276866 internal_weight=1.33074e+06 50133 6226 6043 277 5766 3687 183 43907 29001 14906 698 19839 1546 2079 2038 164 1.28061e+06 12972 6163 6809 4407 1485 2922 1207 1158 657 1715 1600 4320 internal_count=1330741 50133 6226 6043 277 5766 3687 183 43907 29001 14906 698 19839 1546 2079 2038 164 1280608 12972 6163 6809 4407 1485 2922 1207 1158 657 1715 1600 4320 cat_boundaries=0 1 2 3 cat_threshold=2210 6694 2280 is_linear=0 shrinkage=0.05 Tree=296 num_leaves=31 num_cat=1 split_feature=80 125 32 65 78 55 15 125 8 15 35 123 33 13 39 136 14 5 23 4 14 32 39 13 14 32 105 132 6 105 split_gain=11.2938 15.7941 14.9992 18.0704 13.2029 11.6707 13.5284 11.5395 29.3784 28.3477 25.5481 27.9763 25.0127 23.1168 20.3239 18.2031 17.6593 16.7301 16.1097 16.0263 20.603 18.1856 15.2192 14.7506 16.2348 19.1858 28.3142 16.2468 15.3692 14.6062 threshold=332.34812927246099 0.98624804615974437 10.84999990463257 50.715000152587898 10.734999656677248 14.605000019073488 2.8249999284744267 0.90255093574523937 7.3500001430511483 1.0049999952316286 8.7500000000000018 -0.35019405186176294 12.550000190734865 4.4849998950958261 9.1500000953674334 0 1.6649999618530276 3.4500000476837163 4.4349999427795419 9.6500000953674334 2.9050000905990605 8.3499999046325701 12.550000190734865 5.5850000381469735 2.0149999856948857 8.6500000953674334 -0.87243357300758351 1016.8500061035157 7.2500000000000009 -0.78138932585716236 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 5 4 -4 -3 6 -2 14 15 -10 11 -11 17 16 23 -9 -13 -12 -19 29 -21 -22 -14 24 25 26 28 -26 -1 -20 right_child=1 2 3 -5 -6 -7 -8 8 9 10 12 13 22 -15 -16 -17 -18 18 19 20 21 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=0.01096356597857151 -0.0020022396292273957 0.0056163944910987773 0.0018182653583703264 0.015361579888063826 -0.0055164314708131199 -0.0049925217417408387 0.002647837243748214 0.00043624488891952546 0.0079171557127825382 0.0013018012145319035 0.009392643754007805 0.004048060250968182 -0.0029236486684638997 0.011824990055254348 -2.7457953356118528e-05 -0.00083530345936047882 -0.0054417670570024151 0.019805460982758084 0.0037266265216553021 0.0055140923893323432 0.021165350548639571 0.0011026876425198515 0.00064529495076549534 0.033610789744376111 -0.0043377441351344507 -0.0024358321419033053 0.0002435842765292639 0.013264919706635915 0.046661304627923533 0.00066206609916664994 leaf_weight=522 11200 341 3878 263 1216 2651 1818 63512 1519 5503 787 548 3580 228 1109414 50531 4650 127 4798 6093 115 6339 18037 29 6024 4361 1988 134 32 20503 leaf_count=522 11200 341 3878 263 1216 2651 1818 63512 1519 5503 787 548 3580 228 1109414 50531 4650 127 4798 6093 115 6339 18037 29 6024 4361 1988 134 32 20503 internal_value=-8.61228e-06 -0.00114887 0.00110539 0.00267842 -0.00307822 -0.00196863 -0.00135284 9.99503e-06 0.00037379 0.00115831 0.00101433 -0.00121017 0.00141698 -0.00375779 -5.05681e-05 -0.000127197 -0.0044413 0.00217696 0.00202742 0.00196777 0.00342881 0.00146017 5.42408e-05 -0.00200922 -0.0020883 -0.000423334 0.00302926 -0.0039547 0.0130255 0.00124322 internal_weight=1.33074e+06 21367 5698 4141 1557 15669 13018 1.30937e+06 186870 72827 71308 10929 60379 5426 1.1225e+06 114043 5198 38762 37975 37848 12547 6454 21617 13090 13061 6903 2542 6158 554 25301 internal_count=1330741 21367 5698 4141 1557 15669 13018 1309374 186870 72827 71308 10929 60379 5426 1122504 114043 5198 38762 37975 37848 12547 6454 21617 13090 13061 6903 2542 6158 554 25301 cat_boundaries=0 1 cat_threshold=6797 is_linear=0 shrinkage=0.05 Tree=297 num_leaves=31 num_cat=3 split_feature=80 125 79 32 76 65 31 28 136 121 126 28 43 136 32 118 120 36 55 13 20 36 23 43 36 120 10 136 9 15 split_gain=10.1927 14.2542 13.6131 14.7484 17.4831 11.775 11.1571 32.2284 22.4493 28.6666 23.1336 21.7728 21.5462 24.0678 21.1986 19.5372 18.8635 25.2701 22.9571 22.2363 18.2482 21.0523 19.1874 20.6763 28.3337 18.041 37.3539 35.7173 25.6405 18.0331 threshold=332.34812927246099 0.98624804615974437 8.1849999427795428 10.949999809265138 28.925000190734867 49.18499946594239 1020.2500000000001 1018.1499938964845 0 -0.77159520983695973 0.52247866988182079 1018.7500000000001 10.750000000000002 1 9.4499998092651385 0.43049471080303198 -0.23343648016452787 11.150000095367433 8.7650003433227557 3.9050000905990605 9.6350002288818377 13.250000000000002 9.4849996566772479 9.4499998092651385 11.650000095367433 -0.77159520983695973 7.0499999523162851 2 9.7500000000000018 1.8949999809265139 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=6 -2 -3 -4 -5 -6 11 8 9 29 14 -1 13 -9 -10 16 17 18 -13 -18 21 -21 23 -22 -25 26 -15 -28 -29 -8 right_child=1 2 3 4 5 -7 7 12 10 -11 -12 15 -14 25 -16 -17 19 -19 -20 20 22 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=2.3267565790878591e-05 -0.0018702001670466966 0.0061711405398880165 -0.0044647304829963305 -0.0012920311435509501 0.0040805725392874101 0.016897406137633252 0.0064663322192832192 -0.0011111164620001555 0.010179127428207898 0.0044411661366592524 -0.0023749828102299945 0.0055832304344417653 0.0015658793990157981 0.00052257118454938304 0.0017566896108163232 -0.0014309318097981919 -0.0013973255887288357 5.9185369181064581e-05 -0.0019055578007214837 -0.006068169220809415 0.010634670695216055 0.018962926630512814 0.0036899471927579227 0.087644701383330609 0.023304450424847665 0.00011830468982707323 0.0036923341607019906 0.011155865058881555 0.032940901891022889 0.025745279990203148 leaf_weight=951254 15669 1057 1373 1952 1102 214 214 38106 947 3158 2625 4080 25347 11029 3539 51042 29909 37370 1366 525 252 100 639 22 77 143916 2788 616 173 280 leaf_count=951254 15669 1057 1373 1952 1102 214 214 38106 947 3158 2625 4080 25347 11029 3539 51042 29909 37370 1366 525 252 100 639 22 77 143916 2788 616 173 280 internal_value=-8.18182e-06 -0.00109143 0.00105012 -0.0001162 0.00171077 0.00616477 9.49513e-06 0.000323412 0.00299544 0.00617632 0.00135125 -5.83647e-05 0.000193852 1.69864e-05 0.00353468 -0.000677697 -0.000160524 0.000522897 0.00370485 -0.00108875 0.00462597 -0.00206319 0.00884893 0.0182409 0.0376023 0.000288215 0.00196258 0.00640256 0.0157332 0.0173937 internal_weight=1.33074e+06 21367 5698 4641 3268 1316 1.30937e+06 232738 10763 3652 7111 1.07664e+06 221975 196628 4486 125382 74340 42816 5446 31524 1615 625 990 351 99 158522 14606 3577 789 494 internal_count=1330741 21367 5698 4641 3268 1316 1309374 232738 10763 3652 7111 1076636 221975 196628 4486 125382 74340 42816 5446 31524 1615 625 990 351 99 158522 14606 3577 789 494 cat_boundaries=0 1 2 3 cat_threshold=1801 7202 581 is_linear=0 shrinkage=0.05 Tree=298 num_leaves=31 num_cat=2 split_feature=14 38 19 8 33 136 83 122 136 8 0 77 63 85 15 78 63 20 19 5 7 18 28 33 31 21 52 15 7 1 split_gain=9.70975 24.7366 22.3684 27.565 28.6168 36.6096 23.1701 21.1102 39.058 29.2719 24.6386 24.5967 25.7384 22.9866 22.1223 23.5338 20.8136 20.5584 43.5549 36.9859 32.5049 26.2295 23.8088 33.1046 33.0437 26.0375 31.0426 22.2822 21.2502 31.6841 threshold=1.544999957084656 10.449999809265138 9.5450000762939471 8.1500000953674334 15.449999809265138 0 293.93595886230474 0.31729258596897131 1 7.0499999523162851 226.50000000000003 56.925001144409187 0.6941017508506776 0.83655747771263134 4.7349998950958261 17.115000724792484 0.8141823709011079 5.9349999427795419 8.0099999904632586 2.3500000238418584 11.550000190734865 6.0650000572204599 1015.6499938964845 14.150000095367433 1014.6499938964845 8.3350000381469744 17.445000648498539 1.575000047683716 3.4500000476837163 311.50000000000006 decision_type=2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 -4 5 16 -7 17 11 -10 -11 14 -13 -14 -9 -16 -5 19 -19 -2 -21 -20 23 -23 -24 26 27 -26 -27 -30 right_child=7 2 3 4 -6 6 -8 8 9 10 -12 12 13 -15 15 -17 -18 18 21 20 -22 22 24 -25 25 28 -28 -29 29 -31 leaf_value=0.0019372132361511853 0.0028810184831262568 -0.00035870357634269783 0.00015868397135127501 0.0052270551749901192 -0.00085692467710037556 0.0022664476909464086 -0.0010312028345983097 3.8205893316666527e-05 -0.0010432568114089387 -0.004672673526022738 0.0015877518523767311 0.0013479471004937725 0.0066655058619501288 0.054399218866754265 -0.0081644300594982851 0.0029975891775305733 0.049210305480907365 0.001554085319092508 0.0075915386438089446 -0.001110116572925616 0.0012801139060473091 0.00068793357275727081 -0.0024356963494467673 -0.00067733837666736775 0.0014511473225357896 -0.00041869611178674553 0.00087742075112978994 -0.0010957496538812064 0.002286334378421967 -0.00014760413663528432 leaf_weight=18861 7288 177892 286018 7090 9875 19132 7382 75550 29161 11890 1811 131 43 61 1635 664 27 48506 1131 104970 16453 173756 17741 59641 9236 39401 29508 122340 27693 25854 leaf_count=18861 7288 177892 286018 7090 9875 19132 7382 75550 29161 11890 1811 131 43 61 1635 664 27 48506 1131 104970 16453 173756 17741 59641 9236 39401 29508 122340 27693 25854 internal_value=-7.77176e-06 0.000159212 9.31222e-05 0.000337038 0.00150958 0.00220445 0.00134781 -0.000117012 -0.000725907 -0.00193845 -0.00384517 -6.00614e-05 0.0160917 0.0346632 -0.000108826 -0.0049406 0.00538635 -9.26989e-06 0.000122807 -0.000578586 -0.000786237 -1.43161e-05 -3.13444e-05 0.000339059 -0.000349445 -0.000203746 -0.000588266 -0.00091697 0.000462649 0.00111116 internal_weight=1.33074e+06 526277 507416 329524 43506 33631 26514 804464 120946 42862 13701 78084 235 104 77849 2299 7117 683518 554807 128711 121423 506301 505170 233397 271773 254032 161084 131576 92948 53547 internal_count=1330741 526277 507416 329524 43506 33631 26514 804464 120946 42862 13701 78084 235 104 77849 2299 7117 683518 554807 128711 121423 506301 505170 233397 271773 254032 161084 131576 92948 53547 cat_boundaries=0 1 2 cat_threshold=1312 4348 is_linear=0 shrinkage=0.05 Tree=299 num_leaves=31 num_cat=2 split_feature=124 108 30 87 83 39 69 29 84 11 122 136 31 27 14 53 10 4 30 28 11 8 5 23 136 126 79 121 63 13 split_gain=9.5133 25.4944 21.1688 13.6779 21.1214 13.4473 15.1325 13.3781 12.9937 12.7807 12.7491 12.3707 15.0332 15.0852 13.4137 11.8773 11.596 11.0264 13.5497 11.2195 10.6881 10.5481 18.978 20.4313 17.4698 19.6541 26.5241 18.998 21.49 18.8627 threshold=-0.98321744799613942 -0.70461639761924733 997.54998779296886 0.88803139328956615 188.54351806640628 13.250000000000002 314.83609008789068 1026.350036621094 0.74084681272506725 8.8499999046325701 -0.47714059054851526 0 1022.2500000000001 278.50000000000006 2.0349999666213994 1.6349999904632571 14.250000000000002 2.9500000476837163 1014.0499877929689 1011.3500061035157 23.150000572204593 16.250000000000004 12.250000000000002 9.6949996948242205 1 0.82409480214118969 27.295000076293949 -0.47714059054851526 0.77166879177093517 2.3950001001358037 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 9 5 16 6 7 8 -4 -1 17 12 14 -14 -12 -8 -5 -3 -19 -20 -10 22 -2 -24 25 -23 -27 28 29 -26 right_child=21 10 3 4 -6 -7 15 -9 20 -11 11 -13 13 -15 -16 -17 -18 18 19 -21 -22 24 23 -25 27 26 -28 -29 -30 -31 leaf_value=-0.018685105775862378 2.5226859096520412e-05 2.4565711818767808e-05 -0.00018241559577355767 0.032261414020382739 -0.0099647781117283545 -0.00023504383225400236 0.050312011018395421 0.028098339600754637 -0.0079330839308634302 0.018573709897314893 0.0014149072334956421 -0.0013349184458214601 -0.0023938889481079952 0.015305030343247462 -0.0029279396443175156 0.0033131829746885274 0.0056209423432083822 0.00036059180151041983 0.042714998010723371 0.005968190500434927 0.028717547208070755 0.0012820286031957689 -0.0016006713274946051 0.0092263360488236239 0.0031812296645814895 0.0096011497629292855 -0.00046293136840343539 0.0011058537629648872 0.011071958529389053 -0.005298653197364063 leaf_weight=27 1230112 6279 673 77 113 1302 20 28 3682 156 6961 23996 187 338 2388 41 87 1826 21 1911 20 10819 23398 444 805 1809 1026 8397 260 3538 leaf_count=27 1230112 6279 673 77 113 1302 20 28 3682 156 6961 23996 187 338 2388 41 87 1826 21 1911 20 10819 23398 444 805 1809 1026 8397 260 3538 internal_value=-7.38317e-06 -0.000683054 -0.00367734 -0.00418469 0.00666834 -0.00470607 -0.00601012 -0.00635278 -0.00657326 0.0130765 -0.000258465 -0.000722272 0.000767168 0.00900084 0.000305621 0.0187226 0.018129 0.00130666 0.00344882 0.00636761 -0.00773508 1.90679e-05 -1.85346e-06 -0.00139904 0.00100332 0.00225145 0.00595891 -0.000309084 -0.00289095 -0.00372686 internal_weight=1.33074e+06 50133 6226 6043 277 5766 4464 4403 4375 183 43907 33870 9874 525 9349 61 164 10037 3758 1932 3702 1.28061e+06 1.25395e+06 23842 26654 13654 2835 13000 4603 4343 internal_count=1330741 50133 6226 6043 277 5766 4464 4403 4375 183 43907 33870 9874 525 9349 61 164 10037 3758 1932 3702 1280608 1253954 23842 26654 13654 2835 13000 4603 4343 cat_boundaries=0 1 2 cat_threshold=6694 5399 is_linear=0 shrinkage=0.05 Tree=300 num_leaves=31 num_cat=3 split_feature=23 39 5 79 124 24 16 12 124 28 12 67 15 136 17 43 12 136 40 113 19 63 30 27 136 3 15 4 4 33 split_gain=9.95838 19.1932 16.6263 18.8341 15.031 15.3876 13.0477 15.5019 16.6168 12.7069 12.2419 15.0676 11.5358 44.2228 14.6495 13.5176 36.8366 32.5841 25.1923 37.2232 24.1999 19.9635 20.0798 53.7116 19.0621 19.0219 21.5719 18.6189 18.4979 17.0856 threshold=4.7950000762939462 10.550000190734865 6.1499998569488534 2.5449999570846562 -0.85260769724845875 171.50000000000003 6.0650000572204599 2.6149998903274541 -0.8338540494441985 1004.9500122070314 0.70499998331069957 4.5250000953674325 0.70499998331069957 0 9.5450000762939471 13.050000190734865 3.1550000905990605 1 11.150000095367433 -0.9366365075111388 17.029999732971195 0.73923647403717052 1000.4500122070314 222.50000000000003 2 204.50000000000003 3.5449999570846562 5.2500000000000009 11.050000190734865 15.84999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 4 3 -3 -1 -6 -4 -8 9 -9 11 -2 13 14 -12 29 24 -18 19 20 25 22 23 -20 28 26 -19 -28 -17 -14 right_child=10 2 6 -5 5 -7 7 8 -10 -11 12 -13 15 -15 -16 16 17 18 21 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0051977039560195028 -0.0011587501477123394 0.00042683133476395529 -0.0018118841106794668 0.0031605436959215444 0.0311916939235466 0.0053536683236575337 0.0010031476485326668 -0.057556323068482546 -0.0018636995518716882 -0.01580791124750091 -0.0020037369461254968 0.015774829038524663 -2.6476661021110182e-05 0.0088994094425402844 0.0016869466046539096 -0.00072484709248741641 -0.0069586690349382517 0.094452089505891013 -0.019698834935711187 0.0066508907859276142 -0.0054796113477398956 -0.013760224677092077 0.0052572086982438223 0.086452788888261869 0.00069067287333972804 0.0060110501223243776 0.078465439184484162 0.020080879356505144 0.011022116171406891 -0.00074957180225647402 leaf_weight=343 27385 23527 11302 8605 59 2468 10693 21 354 138 4239 132 1009381 1724 7352 39434 527 30 22 231 24 137 3800 26 89458 20 22 36 338 88886 leaf_count=343 27385 23527 11302 8605 59 2468 10693 21 354 138 4239 132 1009381 1724 7352 39434 527 30 22 231 24 137 3800 26 89458 20 22 36 338 88886 internal_value=-5.29122e-06 0.000638284 0.000428941 0.00115892 0.00462382 0.00595693 -0.000613168 0.000595818 -0.00789459 -0.0213219 -3.43612e-05 -0.00107752 -1.1318e-05 0.00145251 0.000336918 -2.71338e-05 0.000446759 0.00471336 0.00612997 0.0187542 0.039935 0.00499539 0.00566315 0.0378 0.000285808 0.0500272 0.0600308 0.0422267 -0.000624859 -8.49989e-05 internal_weight=1.33071e+06 57510 54640 32132 2870 2527 22508 11206 513 159 1.2732e+06 27517 1.24569e+06 13315 11591 1.23237e+06 134105 4875 4348 363 132 3985 3848 48 129230 108 88 58 39772 1.09827e+06 internal_count=1330714 57510 54640 32132 2870 2527 22508 11206 513 159 1273204 27517 1245687 13315 11591 1232372 134105 4875 4348 363 132 3985 3848 48 129230 108 88 58 39772 1098267 cat_boundaries=0 1 2 3 cat_threshold=2208 2084 1744 is_linear=0 shrinkage=0.05 Tree=301 num_leaves=31 num_cat=0 split_feature=14 7 122 17 19 79 76 52 54 52 31 43 110 78 127 16 20 116 30 103 15 13 43 23 20 64 131 131 135 21 split_gain=9.97077 36.3645 36.185 29.3558 38.7307 30.5572 27.1166 22.7512 28.4707 28.0975 22.6645 22.2449 28.7276 21.5606 25.5275 30.2159 19.9431 24.636 19.7587 27.4102 19.4421 25.0177 25.9327 19.9652 25.2415 19.1057 18.9356 23.1089 19.1747 26.837 threshold=2.5649999380111699 11.34999990463257 0.28400452435016638 13.344999790191652 8.7100000381469744 30.105000495910648 35.715000152587898 56.73500061035157 48.655000686645515 28.494999885559086 1025.2500000000002 6.2500000000000009 0.035150751471519477 15.494999885559084 1.0000000180025095e-35 20.524999618530277 7.0950000286102304 -0.84335932135581959 1021.9500122070314 0.30082698166370397 4.6349999904632577 5.5850000381469735 6.9500000476837167 9.1549997329711932 9.805000305175783 35.555000305175788 283.50000000000006 117.50000000000001 1008.6499938964845 8.9549999237060565 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 3 4 16 6 18 8 9 -6 -1 -12 -13 14 15 -4 17 -2 19 26 -21 23 -23 24 -22 -10 27 -5 -29 -30 right_child=2 -3 13 5 7 -7 -8 -9 25 -11 11 12 -14 -15 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-1.8547140574584146e-05 -0.0076472128050291584 0.0020070052279967769 -0.0032988089193313457 -0.0010127267781926891 -0.0010733581299886971 -0.0023981232024055301 0.0065633380220487371 0.0022182643850141848 -0.00045876763910096958 0.0018631116527174187 0.00069847887243088859 -0.011366465799668763 0.0049030436985725298 0.000485782186920097 -0.000399439040207057 0.019838772558289072 0.0035896792153925976 0.00074239177664835719 -0.00064032516043481275 0.0014670607296097648 0.0072411725689245149 0.021287698355119896 0.00047419346849841284 0.0013729952351917499 0.036104331066044763 -0.0066622203433734321 -0.0078157580733527257 -0.01476211555084174 0.021530086035808731 0.0033250297458884727 leaf_weight=986885 904 23615 22369 10463 100729 7305 2116 5722 1894 8863 23553 285 5655 10155 13446 142 6277 27312 17792 45297 771 425 231 2872 84 3601 905 94 292 660 leaf_count=986885 904 23615 22369 10463 100729 7305 2116 5722 1894 8863 23553 285 5655 10155 13446 142 6277 27312 17792 45297 771 425 231 2872 84 3601 905 94 292 660 internal_value=-5.02567e-06 6.73371e-05 -0.000263888 -2.16923e-05 -0.000437062 0.000700623 0.000976669 -0.000858977 -0.00101197 -0.000835878 2.22699e-05 0.00138808 0.00412244 -0.00154866 -0.00212323 -0.00315286 0.00104066 0.000473601 0.000828691 0.00124961 0.00177474 0.00495454 0.0139586 0.00336972 0.0100769 -0.00452403 -0.000851922 -0.000304327 0.00678171 0.00890893 internal_weight=1.33071e+06 1.03999e+06 290721 244609 155302 89307 82002 120809 115087 109592 1.01638e+06 29493 5940 46112 35957 22511 34493 28216 79886 62094 49680 4383 656 3727 855 5495 12414 11509 1046 952 internal_count=1330714 1039993 290721 244609 155302 89307 82002 120809 115087 109592 1016378 29493 5940 46112 35957 22511 34493 28216 79886 62094 49680 4383 656 3727 855 5495 12414 11509 1046 952 is_linear=0 shrinkage=0.05 Tree=302 num_leaves=31 num_cat=2 split_feature=61 136 64 31 110 52 18 10 36 20 68 54 64 8 2 30 87 70 52 16 102 54 52 17 39 55 72 136 28 31 split_gain=9.80074 17.6303 12.9643 12.1307 13.8688 11.7997 28.3008 32.981 27.0602 24.7678 23.6592 21.1319 29.6349 21.9899 22.3209 20.6109 20.5551 19.9794 18.7968 29.5825 19.5082 19.1779 28.0253 18.7075 19.9145 19.3728 18.3962 18.0578 17.4366 19.1348 threshold=0.8918268382549287 0 31.365000724792484 1013.0499877929689 0.73702645301818859 37.125000000000007 13.344999790191652 16.050000190734867 11.050000190734865 11.605000019073488 281.95771789550787 29.144999504089359 43.125000000000007 16.750000000000004 148.50000000000003 1011.3500061035157 0.78313249349594127 278.57843017578131 17.804999351501468 12.699999809265138 0.5841709077358247 11.605000019073488 8.6350002288818377 15.405000209808351 16.650000572204593 21.615000724792484 0.71464312076568615 1 1021.5499877929689 1019.7500000000001 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=5 3 -3 -2 -5 11 7 10 15 17 -7 18 13 -13 -15 -8 -14 -10 21 -20 -21 22 -1 25 -25 -19 -18 -9 29 -27 right_child=1 2 -4 4 -6 6 8 27 9 -11 -12 12 16 14 -16 -17 26 23 19 20 -22 -23 -24 24 -26 28 -28 -29 -30 -31 leaf_value=-3.4447069766750906e-05 -0.0025800688615829938 -0.0017579635032289908 -0.0085623543929098239 0.00091095766626819892 -0.0064925864501985623 0.0064028014994114207 -0.010617492719728259 -0.010261168870082304 -0.0010032038641513545 -0.0032795882235319412 0.0019678623340696963 -0.00085152296113498557 -0.0093503776775790103 -0.0096123124818028576 0.015355811814059015 -0.0019318240942640221 0.045279883998446173 -0.0037907731620702469 0.0030072171252351642 0.00086191827269375151 -0.0020826225611898863 -0.00092109396467514402 0.001246117139316597 0.0025882611939685037 0.010708893556963577 0.0011155169608769021 -0.0028260189956433646 5.5853847792445908e-05 -0.0017946259305488743 0.0060443704055530645 leaf_weight=1068044 4792 1572 1262 10060 675 4168 781 689 10412 3938 10798 25487 1692 116 392 5444 20 2227 13150 24617 7291 57315 44506 9944 817 10049 3140 1088 3779 2449 leaf_count=1068044 4792 1572 1262 10060 675 4168 781 689 10412 3938 10798 25487 1692 116 392 5444 20 2227 13150 24617 7291 57315 44506 9944 817 10049 3140 1088 3779 2449 internal_value=-4.77439e-06 -0.00115196 -0.00477117 -0.000487993 0.000445434 1.12758e-05 0.000659786 0.00243831 6.23173e-05 0.000502465 0.00320298 -2.33853e-05 -0.00131576 -0.000646213 0.00965443 -0.00302154 -0.00490291 0.000877839 9.42821e-06 0.00101155 0.000189089 -2.9169e-05 1.67801e-05 0.00154708 0.0032048 0.000583039 -0.00252155 -0.00400182 0.00118146 0.00208133 internal_weight=1.33071e+06 18361 2834 15527 10735 1.31235e+06 66583 16743 49840 43615 14966 1.24577e+06 30847 25995 508 6225 4852 39677 1.21492e+06 45058 31908 1.16986e+06 1.11255e+06 29265 10761 18504 3160 1777 16277 12498 internal_count=1330714 18361 2834 15527 10735 1312353 66583 16743 49840 43615 14966 1245770 30847 25995 508 6225 4852 39677 1214923 45058 31908 1169865 1112550 29265 10761 18504 3160 1777 16277 12498 cat_boundaries=0 1 2 cat_threshold=2980 1602 is_linear=0 shrinkage=0.05 Tree=303 num_leaves=31 num_cat=4 split_feature=125 8 15 39 136 109 35 38 55 36 60 28 33 7 21 111 136 132 29 24 13 117 31 28 12 41 136 126 136 28 split_gain=9.48572 28.0064 23.3963 20.6664 17.4728 19.4587 22.4601 25.9763 18.4037 15.9108 14.6352 16.4285 14.1503 13.954 15.0587 13.718 13.454 13.3067 15.1977 16.0706 12.9247 12.8997 15.0334 33.6121 30.9452 20.9241 24.2169 22.1154 26.3118 20.2743 threshold=0.93663650751113903 6.1499998569488534 0.9650000035762788 9.1500000953674334 0 0.89927718043327343 9.2500000000000018 11.250000000000002 15.815000057220461 10.050000190734865 0.85657089948654186 1027.9500122070315 8.5500001907348651 3.6499999761581425 4.9149999618530282 -0.90038016438484181 1 1018.5499877929689 1013.2500000000001 173.50000000000003 5.5850000381469735 0.77159520983695995 1019.6499938964845 1017.7500000000001 4.6349999904632577 10.949999809265138 2 -0.52247866988182057 3 1011.1499938964845 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 1 2 left_child=3 16 9 17 -4 6 12 13 -7 -3 11 -9 -6 -8 -15 -16 -2 18 19 -1 -21 22 29 24 -24 27 -27 28 -25 -5 right_child=1 2 4 21 5 8 7 10 -10 -11 -12 -13 -14 14 15 -17 -18 -19 -20 20 -22 -23 23 25 -26 26 -28 -29 -30 -31 leaf_value=0.035091580673353745 -0.0027464163240220633 0.025942620500707281 -0.0022460457105209978 0.00038848165114583949 0.0010546002870002221 0.00070954490275694124 -7.3733073044866888e-05 0.002020547357756123 -0.0049652395766029579 0.0057281743280081293 -0.0038085083276865415 0.012982852494006145 -0.0056769951076608401 0.024994136012371698 0.041470374880425098 0.0063598450785383098 -0.00011120445313581233 0.015155029770705784 -0.0011292751278566945 -0.0053774894507456726 0.033066226774826644 -0.00061199887313134651 0.0032735353666149799 0.0030041681228173463 -0.020458565331327984 0.0047478472371350819 0.00082971428092179782 -0.00021161382201840317 3.2306238129586313e-05 -0.00019838842093115956 leaf_weight=25 5190 104 4014 187577 2071 40469 811 12996 1481 1521 1055 351 1253 114 28 4328 70694 114 11837 3512 22 87321 11643 12740 139 4885 20369 143068 17921 683061 leaf_count=25 5190 104 4014 187577 2071 40469 811 12996 1481 1521 1055 351 1253 114 28 4328 70694 114 11837 3512 22 87321 11643 12740 139 4885 20369 143068 17921 683061 internal_value=-4.53951e-06 0.000375031 0.00109183 -5.14893e-05 0.000952109 0.00114991 0.00231864 0.00296063 0.000509203 0.0070219 0.00186072 0.00230883 -0.00148291 0.00596026 0.00705501 0.00658553 -0.000291813 -0.00186464 -0.00199066 -0.00485558 -0.00513817 -2.74272e-05 1.97758e-05 0.000398675 0.00299355 0.00024503 0.00158983 4.95442e-05 0.00126814 -7.19486e-05 internal_weight=1.33071e+06 146480 70596 1.18423e+06 68971 64957 23007 19683 41950 1625 14402 13347 3324 5281 4470 4356 75884 15510 15396 3559 3534 1.16872e+06 1.0814e+06 210765 11782 198983 25254 173729 30661 870638 internal_count=1330714 146480 70596 1184234 68971 64957 23007 19683 41950 1625 14402 13347 3324 5281 4470 4356 75884 15510 15396 3559 3534 1168724 1081403 210765 11782 198983 25254 173729 30661 870638 cat_boundaries=0 1 2 3 4 cat_threshold=3106 1026 4871 599 is_linear=0 shrinkage=0.05 Tree=304 num_leaves=31 num_cat=3 split_feature=60 52 110 136 16 12 122 104 39 132 36 34 86 35 36 112 32 73 7 65 136 30 70 30 136 28 28 41 96 15 split_gain=9.48523 32.5056 21.1871 18.45 20.6205 17.5702 17.4437 17.4022 16.9331 16.0096 22.6592 19.8121 21.8369 14.761 15.2773 16.3858 14.6544 14.1402 14.5315 15.9315 18.3217 15.957 29.5865 14.8652 14.0783 13.939 16.3664 29.9763 15.3288 13.672 threshold=0.71499028801918041 22.515000343322757 0.89118343591690075 0 9.5450000762939471 3.495000004768372 0.50751903653144848 -0.95600977540016163 13.650000095367433 1021.1499938964845 10.150000095367433 8.1500000953674334 0.81757342815399181 14.550000190734865 13.750000000000002 -0.94828754663467396 12.150000095367433 0.83292195200920116 3.5499999523162846 24.634999275207523 1 1026.850036621094 270.47764587402349 1035.549987792969 2 1015.6499938964845 1023.6499938964845 8.2500000000000018 -0.71985438466072071 2.3549998998641972 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 left_child=1 9 17 5 6 -3 -5 8 -6 29 -11 -12 -13 14 15 16 -9 -2 23 -20 21 -21 -23 24 -19 28 -27 -28 -17 -1 right_child=2 3 -4 4 7 -7 -8 13 -10 10 11 12 -14 -15 -16 25 -18 18 19 20 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.00010211719699068593 -0.00083959993721421933 -0.00024936032629388851 -0.0035820572482899537 0.010205312736972434 0.0018821518797025949 -0.0096563390620728953 -0.013577161950384636 -0.0034288585973770731 0.0085364517465344996 0.025929624644378504 -0.02694455266658527 -0.00025510403564352538 -0.010162576621661612 0.0035285258507377613 -0.0018300278817531806 0.0074504747974903189 0.0024489680520563065 -0.0024496464283623519 0.0018240074163203873 -0.0022284518834360841 0.00065430245752160258 0.053413159565201832 0.0035254177077186444 0.031408161300674288 -0.00010690196574416901 0.00014832170292945442 0.004907944858497648 0.045582149293214247 -0.001020235552703437 -0.00031216640529813637 leaf_weight=879698 62772 3341 4968 1085 2140 583 83 2684 1728 62 96 1561 864 5507 4861 2243 1753 8773 18543 9047 29263 35 197 36 23779 5589 1251 47 701 257424 leaf_count=879698 62772 3341 4968 1085 2140 583 83 2684 1728 62 96 1561 864 5507 4861 2243 1753 8773 18543 9047 29263 35 197 36 23779 5589 1251 47 701 257424 internal_value=-4.31121e-06 4.45841e-05 -0.00036876 0.00157742 0.00200316 -0.0016428 0.00851529 0.00173702 0.00485491 -6.00642e-07 -0.00393253 -0.00466694 -0.00378502 0.00124749 0.000590811 0.00141557 -0.00110661 -0.000264042 0.000138854 0.000619762 4.03861e-05 -0.00189437 0.0110516 -0.000703561 -0.000739074 0.0025539 0.00132295 0.00638074 0.0054335 8.33083e-06 internal_weight=1.33071e+06 1.1733e+06 157413 33596 29672 3924 1168 28504 3868 1.1397e+06 2583 2521 2425 24636 19129 14268 4437 152445 89673 57085 38542 9279 232 32588 32552 9831 6887 1298 2944 1.13712e+06 internal_count=1330714 1173301 157413 33596 29672 3924 1168 28504 3868 1139705 2583 2521 2425 24636 19129 14268 4437 152445 89673 57085 38542 9279 232 32588 32552 9831 6887 1298 2944 1137122 cat_boundaries=0 1 2 3 cat_threshold=2148 3169 85 is_linear=0 shrinkage=0.05 Tree=305 num_leaves=31 num_cat=3 split_feature=14 136 122 7 25 1 41 20 93 136 127 32 77 32 37 30 120 24 17 28 122 43 71 136 86 27 23 79 132 31 split_gain=10.4958 59.8335 35.039 31.7954 30.4381 32.0097 43.9402 35.0516 34.9934 27.2431 27.1781 52.1434 29.9378 26.5159 32.9701 53.7513 66.2621 53.2217 25.2162 30.5324 25.0385 24.5977 28.8363 35.1875 27.3445 24.327 22.8471 22.3499 30.8982 20.8878 threshold=2.5649999380111699 0 0.28400452435016638 11.34999990463257 278.50000000000006 305.50000000000006 11.150000095367433 7.4149999618530282 -0.05113608576357364 1 -0.19936034083366391 11.250000000000002 56.925001144409187 11.550000190734865 11.750000000000002 1003.9500122070314 -0.71322327852249134 202.50000000000003 6.9049999713897714 1006.0499877929689 -0.79332312941551197 13.449999809265138 289.81954956054693 2 0.56563749909400951 189.50000000000003 8.6449999809265154 16.035000801086429 1020.0499877929689 1013.5499877929689 decision_type=2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=3 -2 4 -1 5 6 8 -8 -3 10 11 12 25 20 15 16 -15 -18 19 -16 -10 22 23 -6 -24 -4 29 -26 -29 -13 right_child=1 2 9 -5 21 -7 7 -9 13 -11 -12 26 -14 14 18 -17 17 -19 -20 -21 -22 -23 24 -25 27 -27 -28 28 -30 -31 leaf_value=2.5818585973616451e-05 -0.0061239369259667928 -0.00041242894441010795 -0.020411088845730591 0.0018759196808073295 0.00038263529655119916 -0.001172859628960662 -0.016146059974443829 -0.00089495576550920747 0.0079928764532563746 -0.0030398705023210928 0.0015747600528325087 2.8642218763907398e-05 0.022364414630768201 0.10773488839085286 0.070564565586391834 0.0077166125785133894 0.083479390720672467 0.017072807272041298 0.0045648206462870836 0.0084900532490932018 0.00097805075056603256 0.0031247961199305195 -0.0048932789925126251 -0.0014472218035524401 0.0018328310900723611 -0.0044184559183899101 -0.0018981310771640462 0.00021697642770398423 -0.0077236303636012598 0.0060866062704735329 leaf_weight=1015896 4293 5284 245 23766 41299 8292 491 1619 1569 16977 10103 3053 102 26 32 966 34 268 6452 52 6722 5541 2360 72191 24761 8077 4542 61461 1250 2665 leaf_count=1015896 4293 5284 245 23766 41299 8292 491 1619 1569 16977 10103 3053 102 26 32 966 34 268 6452 52 6722 5541 2360 72191 24761 8077 4542 61461 1250 2665 internal_value=-6.15433e-06 -0.000271732 -0.0001838 6.81107e-05 5.7342e-05 0.00149825 0.00244016 -0.00444391 0.00311875 -0.00145199 -0.000514313 -0.00164421 -0.00455928 0.00427618 0.00636283 0.0136547 0.031143 0.024549 0.00491918 0.0321375 0.00230555 -0.000162089 -0.000251665 -0.000781431 0.00041762 -0.00488928 0.000749214 0.000560908 5.86986e-05 0.00285209 internal_weight=1.33039e+06 290727 286434 1.03966e+06 240670 31807 23515 2110 21405 45764 28787 18684 8424 16121 7830 1294 328 302 6536 84 8291 208863 203322 113490 89832 8322 10260 87472 62711 5718 internal_count=1330389 290727 286434 1039662 240670 31807 23515 2110 21405 45764 28787 18684 8424 16121 7830 1294 328 302 6536 84 8291 208863 203322 113490 89832 8322 10260 87472 62711 5718 cat_boundaries=0 1 2 3 cat_threshold=2080 156 25 is_linear=0 shrinkage=0.05 Tree=306 num_leaves=31 num_cat=2 split_feature=31 28 136 28 125 9 23 23 127 18 53 81 22 17 7 122 136 28 8 11 35 27 13 33 40 93 36 37 15 29 split_gain=10.2323 27.6055 25.0672 24.581 25.7709 20.599 19.4484 23.6182 20.221 26.169 24.6261 23.3803 19.6388 18.9294 26.7034 18.311 22.8406 25.771 23.0744 21.2361 22.988 18.7352 41.8918 18.4549 18.757 20.7196 18.1529 21.6079 22.7635 34.4937 threshold=1013.5499877929689 1010.9500122070314 0 1016.1499938964845 -0.74892720580101002 14.449999809265138 7.0850000381469735 9.6549997329711932 -0.25037047266960138 14.550000190734865 92.829998016357436 240.46497344970706 8.9349999427795428 18.219999313354496 5.2500000000000009 -0.3172925859689712 1 997.54998779296886 7.0499999523162851 10.550000190734865 7.8500001430511483 183.50000000000003 3.4050000905990605 17.050000190734867 11.150000095367433 -0.8009980022907256 12.34999990463257 13.050000190734865 3.3249999284744267 1004.0499877929689 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 4 13 -5 -4 8 9 10 -8 -11 -10 15 -15 -1 17 21 -18 -20 -21 22 -17 24 25 -22 -26 28 29 -28 right_child=1 -3 6 5 -6 -7 7 -9 12 11 -12 -13 -14 14 -16 16 18 -19 19 20 23 -23 -24 -25 26 -27 27 -29 -30 -31 leaf_value=0.00021934654262963115 0.0080026121929031649 5.9909245581471031e-05 -0.00090591249928960232 -0.0020123989041911368 3.1832902173928495e-05 -0.011803871197726442 0.0050614961149594608 -0.004266500664607935 0.0087978765393888509 -0.013832560597077102 0.043995984046099085 0.017589454092861466 0.02780713654934493 -0.0017573833237029667 0.017138653917809332 0.092919814444723581 -0.0011116741999010605 -0.00081534756816847853 -0.0063149756580626968 -0.0091095120893199544 -0.01139627028162668 0.0066897589916781524 0.0045023397039118656 0.044765662071718414 -0.01536036262750665 0.0017387446376078406 0.059305573163857296 -0.0081182154832725017 -0.0030413205868235847 0.0071129675026168114 leaf_weight=18285 1848 905725 3925 10895 336610 565 1230 658 934 333 42 72 159 411 343 21 11595 23484 6122 1020 327 571 37 22 379 3668 43 690 255 120 leaf_count=18285 1848 905725 3925 10895 336610 565 1230 658 934 333 42 72 159 411 343 21 11595 23484 6122 1020 327 571 37 22 379 3668 43 690 255 120 internal_value=-5.85046e-06 8.7591e-05 0.00281252 -0.000211626 -0.000146851 -0.00249514 0.0014952 0.00424879 0.00627156 0.0028227 0.00634707 -0.00824642 0.0115632 -0.00103933 0.00683856 -0.00112847 -0.00163814 -0.000547605 -0.00272157 -0.00419983 -0.00221501 0.00943999 0.0365156 -0.00093732 -0.00112073 0.000663613 -0.00591458 -0.00268358 0.00628746 0.0208816 internal_weight=1.33039e+06 914926 9201 415463 404003 11460 7353 3428 2770 1677 1272 405 1093 67393 754 66639 48354 24113 24241 12646 6524 629 58 5504 5482 3995 1487 1108 418 163 internal_count=1330389 914926 9201 415463 404003 11460 7353 3428 2770 1677 1272 405 1093 67393 754 66639 48354 24113 24241 12646 6524 629 58 5504 5482 3995 1487 1108 418 163 cat_boundaries=0 1 2 cat_threshold=1065 7588 is_linear=0 shrinkage=0.05 Tree=307 num_leaves=31 num_cat=2 split_feature=19 15 13 136 28 122 133 34 27 103 114 20 14 115 31 28 120 34 136 31 20 18 10 3 52 22 20 22 41 15 split_gain=9.75482 17.0729 18.557 15.7059 13.5256 13.1454 12.3747 11.0155 10.8532 10.4681 13.1339 12.2373 18.959 10.7964 10.3723 36.4864 34.8745 31.846 30.741 23.3735 20.6897 51.2355 42.0382 30.5842 26.0295 25.3724 30.2475 21.6602 20.6824 21.3159 threshold=6.0650000572204599 1.185000002384186 1.2749999761581423 0 1013.4500122070314 -0.80382624268531788 1014.9500122070314 12.250000000000002 68.500000000000014 0.29699295759201055 0.9238443672657014 7.6150000095367441 2.2649999856948857 0.44618082046508795 1017.1499938964845 1016.6499938964845 0.2503704726696015 10.050000190734865 1 1018.8500061035157 8.2550001144409197 12.699999809265138 1.0000000180025095e-35 101.50000000000001 6.9149999618530282 7.7349998950958261 9.2249999046325701 9.2049999237060565 10.550000190734865 1.2050000429153445 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 9 -1 -4 8 -8 -5 10 13 -11 -13 -3 -2 16 18 19 -16 -18 22 25 24 -24 -17 -22 -27 -28 29 -23 right_child=14 3 5 6 -6 -7 7 -9 -10 11 -12 12 -14 -15 15 20 17 -19 -20 -21 21 28 23 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0014671030576665278 -0.00014690825555520789 0.0056497220236643554 -0.0066475279100054203 -0.007419361899625259 0.0011447405946009616 -0.00062620085101957777 0.019363495320069538 0.0036781233064249624 0.00057880477090993282 0.0017940759000197482 0.038409215450907752 0.050478413480926645 0.00058288859410418408 -0.014099506451420383 -0.0016498458974610252 0.00029107277730609045 0.0056585239631762032 0.0027195455353229143 0.0015195573362664213 0.017314706119500225 0.0061038909968602201 0.0024367383943411885 -0.0015297743874995661 -0.00011141411206841179 0.0063890391886910125 0.00063902694455362607 0.0072656243289899881 0.0019199664900350633 0.0014925212752865966 -0.00054056984307435834 leaf_weight=7881 787540 2733 1848 432 13359 1779 153 417 23340 8208 30 33 45 71 9948 3249 1139 7674 33033 691 3928 6488 45111 241350 3793 17516 3552 4062 19098 81888 leaf_count=7881 787540 2733 1848 432 13359 1779 153 417 23340 8208 30 33 45 71 9948 3249 1139 7674 33033 691 3928 6488 45111 241350 3793 17516 3552 4062 19098 81888 internal_value=-5.55493e-06 0.000615656 -0.0003888 0.00132001 0.000175629 -0.00369414 0.000607775 0.00788841 0.000433457 0.00287598 0.00550173 0.00198139 0.0216925 0.00514965 -3.5063e-05 0.000147484 0.00139203 0.00413292 0.000785965 0.0100598 -4.41103e-06 0.000504081 -0.000240952 -0.000334773 0.00357559 0.00236684 0.00178271 0.00441376 4.42402e-07 -0.000321995 internal_weight=1.33039e+06 60329 24867 35462 21240 3627 24342 570 23772 11120 2834 8286 78 2804 1.27006e+06 482520 52485 9504 42981 1830 430035 136532 293503 286461 7042 29058 25130 7614 107474 88376 internal_count=1330389 60329 24867 35462 21240 3627 24342 570 23772 11120 2834 8286 78 2804 1270060 482520 52485 9504 42981 1830 430035 136532 293503 286461 7042 29058 25130 7614 107474 88376 cat_boundaries=0 1 2 cat_threshold=2070 2180 is_linear=0 shrinkage=0.05 Tree=308 num_leaves=31 num_cat=1 split_feature=104 136 30 96 91 116 36 52 63 107 17 15 12 35 36 7 65 29 83 132 135 18 66 55 52 55 135 67 12 57 split_gain=9.53065 15.2103 24.3962 23.5564 14.9102 23.6145 22.066 20.5935 27.3867 18.4656 46.6193 41.5238 23.8934 20.161 15.2412 12.5757 12.3735 12.2611 13.2779 12.2237 18.136 22.7327 11.648 11.6248 11.2423 32.0924 30.3404 28.888 22.4762 22.4674 threshold=1.0000000180025095e-35 0 997.54998779296886 -0.82782116532325734 -0.85991641879081715 -0.18222858756780622 11.050000190734865 3.8649998903274541 0.58408775925636303 -0.1209040805697441 5.7200000286102304 1.4049999713897707 4.1349999904632577 12.250000000000002 12.949999809265138 6.7500000000000009 38.585000991821296 1010.3500061035157 274.80770874023443 1016.5499877929689 1014.8500061035157 15.405000209808351 34.23500061035157 4.7850000858306894 2.3349999189376835 3.2549999952316289 1014.8500061035157 7.1949999332427987 1.1349999904632571 214.98445892333987 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 2 3 -2 5 6 7 8 -3 14 11 -11 13 15 -8 -12 -5 18 -6 20 -7 -22 -19 -15 27 26 29 -1 -29 -26 right_child=1 4 -4 16 17 19 9 -9 -10 10 12 -13 -14 23 -16 -17 -18 22 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-2.2010578745596234e-05 0.067251524803313353 0.0065138165951551252 -0.0053413013483471789 -0.024064067960162427 -0.011313408024945439 -0.0015662778189626675 -0.0077067829437564885 0.0098174668558632713 0.069711048994213348 0.016552421881351621 0.049709283408561823 0.10462908786923991 -0.010648337205411631 -0.0061328196679556208 0.004346044220787007 0.017529262133429924 0.026331506261666273 -0.0023677723837266574 0.0062278228597137941 -0.019896165421232584 -0.0092542218044400215 0.050119802929264934 0.0093395671027546642 0.01013162011606757 -0.00025415972568151868 7.5907292377078825e-06 0.0069127869174392259 0.0031258315448101301 -0.0013957914645913356 0.0014897725445276054 leaf_weight=788783 22 30 2794 21 659 2997 466 151 40 32 38 23 174 163 600 151 29 2410 129 88 28 38 233 337 27348 384959 2169 2891 55704 56882 leaf_count=788783 22 30 2794 21 659 2997 466 151 40 32 38 23 174 163 600 151 29 2410 129 88 28 38 233 337 27348 384959 2169 2891 55704 56882 internal_value=-5.27723e-06 -0.00142892 -0.00458477 0.0241361 -0.000393935 0.00125409 0.00522289 0.0202095 0.0426265 0.00355352 0.00875154 0.0533845 0.00590703 0.0100879 -0.000922828 0.0239993 0.00516537 -0.00296775 -0.00844181 -0.00152319 -0.000995331 0.0249308 -0.00133568 0.00482941 7.30281e-06 0.000203044 0.0010739 -0.000101579 -0.0011727 0.000923548 internal_weight=1.33039e+06 11653 2866 72 8787 5356 2205 221 70 1984 918 55 863 689 1066 189 50 3431 788 3151 3063 66 2643 500 1.31874e+06 471358 86399 847378 58595 84230 internal_count=1330389 11653 2866 72 8787 5356 2205 221 70 1984 918 55 863 689 1066 189 50 3431 788 3151 3063 66 2643 500 1318736 471358 86399 847378 58595 84230 cat_boundaries=0 1 cat_threshold=5251 is_linear=0 shrinkage=0.05 Tree=309 num_leaves=31 num_cat=2 split_feature=112 65 99 36 70 32 13 0 36 130 136 10 12 130 23 134 27 75 36 136 39 15 125 42 34 2 6 20 11 120 split_gain=9.36422 11.6149 27.9472 36.7583 15.9856 13.8776 13.2377 23.5127 27.7448 20.7978 28.1303 25.8416 24.4468 27.0801 22.3722 23.0533 21.2328 34.6033 37.4209 16.962 16.0463 17.8049 15.452 18.0648 27.6547 25.1653 22.399 21.7308 14.9972 26.7816 threshold=-0.28400452435016627 50.715000152587898 -0.89100313186645497 11.84999990463257 262.78608703613287 13.449999809265138 1.8049999475479128 150.50000000000003 13.949999809265138 315.50000000000006 0 19.849999427795414 4.8350000381469735 142.50000000000003 8.8550000190734881 1021.4500122070314 256.50000000000006 0.52781847119331371 11.050000190734865 1 13.250000000000002 2.8649998903274541 -0.07845610752701758 5.7500000000000009 13.250000000000002 134.50000000000003 8.4499998092651385 6.0950000286102304 20.550000190734867 -0.67556449770927418 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 3 -3 -4 -5 19 8 9 10 12 -12 13 22 16 20 17 18 -15 -2 21 -16 23 25 -25 26 -8 -26 -9 -30 right_child=1 2 4 5 -6 -7 7 28 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 24 27 -27 -28 -29 29 -31 leaf_value=3.4072628168327151e-05 -0.004185562212382251 0.055429134460476537 -0.0072913815291637254 0.015845483867451549 0.008112708360234441 -0.032674918795091802 0.0011192843154595609 -0.0032769177717588737 -0.0042388014091359425 -0.0036985393104903746 -0.0044680931645336092 0.038491246176676625 -0.010595771964302565 -0.022960994299501183 0.049607882770348569 0.0015012262223260196 0.0041539142903639003 -0.014298569351979873 0.052287715948922064 -8.5640965706296912e-05 0.05946391684791217 0.010644199159985077 0.0011860157565987352 -0.0072480474437582754 0.045548466701526201 0.0073706923892601769 0.03783994636614807 0.0051096445943998835 -0.03779234076953597 0.014985489296269992 leaf_weight=1224114 2594 60 300 56 384 20 57 12162 2521 1356 1268 36 235 20 49 66 530 41 95 80851 52 73 2048 332 50 521 153 99 27 219 leaf_count=1224114 2594 60 300 56 384 20 57 12162 2521 1356 1268 36 235 20 49 66 530 41 95 80851 52 73 2048 332 50 521 153 99 27 219 internal_value=-5.01337e-06 -0.00045522 0.00547252 0.0261735 0.00135653 0.00307696 -0.000501313 -0.00159208 0.000265642 0.00186933 0.00318811 -0.00325712 0.00508503 0.00597749 0.0135232 0.0266626 0.00892631 0.0251402 0.039201 -0.000213604 0.0362065 0.0262935 0.00383415 0.00830888 0.000783631 0.0132605 0.0278729 0.0186797 -0.00302969 0.0091928 internal_weight=1.33039e+06 106275 820 136 684 76 105455 22010 9602 7081 5725 1304 4421 4186 926 240 686 156 115 83445 174 122 3260 1212 481 731 210 149 12408 246 internal_count=1330389 106275 820 136 684 76 105455 22010 9602 7081 5725 1304 4421 4186 926 240 686 156 115 83445 174 122 3260 1212 481 731 210 149 12408 246 cat_boundaries=0 1 2 cat_threshold=732 16 is_linear=0 shrinkage=0.05 Tree=310 num_leaves=31 num_cat=1 split_feature=39 13 126 23 124 18 21 28 14 28 38 13 136 100 126 32 33 20 23 32 34 15 12 7 84 127 37 109 8 12 split_gain=10.3988 17.5189 14.5282 15.1652 18.1672 13.305 15.1299 14.349 13.2244 11.4649 11.1735 35.2788 34.2746 57.5234 41.8583 37.0124 24.5948 24.2448 30.8452 27.1803 26.2823 23.3486 23.232 22.5155 22.5828 22.2698 21.2978 20.1231 18.9858 18.6087 threshold=9.1500000953674334 5.2950000762939462 0.94260558485984813 6.5650000572204599 0.90992662310600292 5.4100000858306894 5.7550001144409189 1017.2500000000001 2.0149999856948857 1032.4500122070315 11.150000095367433 3.554999947547913 0 -0.93892538547515858 0.095842104405164733 10.449999809265138 12.250000000000002 7.5150001049041757 9.1849999427795428 8.4499998092651385 6.1499998569488534 0.92500001192092907 4.3450000286102304 6.1499998569488534 0.88008853793144237 -0.5663846731185912 9.5500001907348651 -0.33031125366687769 11.949999809265138 0.97500002384185802 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 7 -7 -1 9 -8 11 16 13 -13 15 22 21 -16 19 20 -19 27 26 -17 -25 -15 -14 -2 -22 -29 right_child=10 -3 3 -5 -6 6 8 -9 -10 -11 -12 12 14 25 17 23 -18 18 -20 -21 28 -23 -24 24 -26 -27 -28 29 -30 -31 leaf_value=0.016792304154900118 -0.007287614313581681 0.025231560538448983 -0.0020247629677354368 -0.0028952893117650184 0.0052991805527982296 -0.0046830015257912109 0.00074273151681256697 -0.00310553209952024 -0.0026134924205158806 0.036927356846122576 -3.4576527539527452e-05 0.071908465027809149 0.0086323143311262552 -0.019383685849067096 -0.0023292105697799207 -0.0086315548168636024 -0.0018900358035538892 0.00068927884496916396 -0.0024153114008654982 0.0034295865132250242 0.01314702109690038 0.00070544821785308411 -0.012434831396920924 0.0050959887155879874 -0.021619732515375883 -0.0058170651013750956 -0.0057487631529462542 0.0030355078999398455 0.030811681795724057 0.011001312769223668 leaf_weight=194 308 63 1283 1686 2490 4312 4408 170 6560 22 1144425 23 291 345 2342 455 8994 305 1383 2338 545 136698 1246 1684 83 2455 2233 1897 211 1195 leaf_count=194 308 63 1283 1686 2490 4312 4408 170 6560 22 1144425 23 291 345 2342 455 8994 305 1383 2338 545 136698 1246 1684 83 2455 2233 1897 211 1195 internal_value=3.10723e-06 -0.00109572 -0.00117424 0.00104703 0.00280869 -0.00194826 -0.002173 0.00749936 -0.00118818 0.000922429 2.08871e-05 0.000405506 -0.00183033 -0.00681764 -0.00075113 -0.0038316 0.000644533 0.0018388 0.0038801 0.0064416 0.0130788 0.000807247 -0.00684848 0.00128706 0.00384109 -0.00748867 -0.00409072 0.0049001 0.0180772 0.00611414 internal_weight=1.33064e+06 21188 21125 5459 3773 15666 15302 364 10990 4430 1.30946e+06 165031 15939 2823 13116 5992 149092 7124 4782 3399 1061 140098 3770 2222 1767 2800 2524 3400 756 3092 internal_count=1330644 21188 21125 5459 3773 15666 15302 364 10990 4430 1309456 165031 15939 2823 13116 5992 149092 7124 4782 3399 1061 140098 3770 2222 1767 2800 2524 3400 756 3092 cat_boundaries=0 1 cat_threshold=834 is_linear=0 shrinkage=0.05 Tree=311 num_leaves=31 num_cat=4 split_feature=28 77 36 12 43 87 84 14 71 35 34 35 33 76 136 33 136 5 18 110 35 31 136 34 56 136 104 43 10 111 split_gain=10.1364 10.2769 12.8653 10.8328 9.67923 9.50248 39.0391 29.4956 28.806 27.4758 39.3276 41.2261 37.8201 35.78 31.5387 28.293 30.7916 34.4981 24.539 24.4197 24.1061 22.1697 20.8537 20.3521 19.9883 30.1636 26.4495 19.8639 26.7125 19.6317 threshold=1034.4500122070315 12.184999942779543 10.150000095367433 2.6149998903274541 -1.0000000180025095e-35 0.8142928183078767 0.80602529644966137 2.5849999189376835 232.42852020263675 10.449999809265138 10.84999990463257 11.750000000000002 13.050000190734865 25.355000495910648 0 9.3499999046325701 1 7.1499998569488534 7.4149999618530282 -0.69335895776748646 14.550000190734865 1024.850036621094 2 11.34999990463257 257.52268981933599 3 -0.84236249327659596 5.2500000000000009 8.2500000000000018 -0.97609320282936085 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 1 2 2 1 2 2 2 2 left_child=4 3 -3 -2 -1 6 -6 24 -9 15 13 22 14 -11 -13 27 -17 -18 -15 -19 21 29 -12 -24 -8 -26 -27 -7 -29 -14 right_child=1 2 -4 -5 5 9 7 8 -10 10 11 12 20 18 -16 16 17 19 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31 leaf_value=-0.0051686860607082843 0.012816856925774897 -0.0022854395334919292 0.038979098135057622 -0.0046534341292014383 -1.5169540201964354e-05 6.6226195969722301e-05 0.00070342031511855263 -0.0055284268957430443 9.5395432058018788e-05 0.00088846385630695778 -0.00072790777803504716 0.0014747159017818568 0.0054982892500656539 0.014681132176881502 -0.00056843453828737153 -0.0010401189330470646 -0.0019302452230146021 0.0069143342379598309 0.0043634420512466427 -0.0086038609244501445 0.00016835642099715883 0.0050957531437547344 -0.00065940080751870607 -0.004251923971246011 6.5068354318217488e-05 0.0054094011698032733 0.0020752220513816119 0.0018152774151029259 0.056187154883455895 -0.001087920591299847 leaf_weight=905 175 30 51 180 833044 17471 37136 2674 15336 15946 25696 64308 1145 664 26738 16464 5769 269 4362 4403 107351 1510 6107 11122 10311 9247 16673 58 37 95462 leaf_count=905 175 30 51 180 833044 17471 37136 2674 15336 15946 25696 64308 1145 664 26738 16464 5769 269 4362 4403 107351 1510 6107 11122 10311 9247 16673 58 37 95462 internal_value=2.95187e-06 0.00762546 0.0236959 0.00395868 4.53449e-07 3.97264e-06 9.24446e-05 0.00107352 -0.000739591 -0.000198025 -5.33414e-05 -0.000183167 2.64897e-05 0.00204792 0.000874792 -0.0013706 -0.00238964 -0.00451234 0.00572654 -0.00771037 -0.000349406 -0.000915896 -0.00163141 -0.00297679 0.00151859 0.00235413 0.00326344 0.000190211 0.0229917 -0.00100986 internal_weight=1.33064e+06 436 81 355 1.33021e+06 1.3293e+06 924421 91377 18010 404882 360411 339439 296514 20972 91046 44471 26905 10441 5026 4672 205468 98117 42925 17229 73367 36231 25920 17566 95 96607 internal_count=1330644 436 81 355 1330208 1329303 924421 91377 18010 404882 360411 339439 296514 20972 91046 44471 26905 10441 5026 4672 205468 98117 42925 17229 73367 36231 25920 17566 95 96607 cat_boundaries=0 1 2 3 4 cat_threshold=2947 1622 787 2146 is_linear=0 shrinkage=0.05 Tree=312 num_leaves=31 num_cat=2 split_feature=5 4 136 136 124 7 107 2 123 127 126 35 15 32 39 40 6 71 120 33 37 63 111 121 27 29 20 23 1 112 split_gain=9.38317 38.8926 28.4051 24.8846 24.5616 40.815 25.6138 24.3731 33.2759 30.0873 24.4005 24.2523 24.1543 20.9165 23.7766 27.5508 20.4224 21.5812 20.1205 19.7065 19.6335 19.0938 22.9522 28.9262 26.6919 38.0535 36.9708 22.7069 28.9528 22.2813 threshold=8.5500001907348651 8.2500000000000018 0 1 -0.90255093574523915 8.2500000000000018 -0.88284060359001149 324.50000000000006 -0.21643137186765668 0.85260769724845897 -0.60873827338218678 8.7500000000000018 1.1950000524520876 10.050000190734865 10.150000095367433 4.6499998569488534 10.250000000000002 333.69328308105474 0.87878364324569713 10.449999809265138 10.449999809265138 0.74540367722511303 0.63117706775665294 0.58068084716796886 300.50000000000006 1016.6499938964845 5.1250000000000009 7.3650000095367441 120.50000000000001 -0.55191597342491139 decision_type=2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 12 -2 -6 -7 9 -9 21 19 -10 -3 14 -8 16 -16 -18 -14 -11 -15 22 -4 29 27 26 -26 28 -25 -24 right_child=2 3 7 -5 5 6 13 8 11 10 -12 -13 18 20 15 -17 17 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31 leaf_value=-6.8946632872497864e-06 -0.0019624005774437681 0.0065060064440556967 -0.0018191534879743107 0.00021713651164531343 0.0046272487381994239 0.013429530099592003 -0.012343722109455127 0.0006902936082460897 -0.0072599818620665921 0.034198679162287401 -0.0031442746496691191 -0.0011131545431067461 0.0019888654922304056 0.0094081454434084902 0.01739592086678992 -0.011870412730965653 -0.0058924552426543458 0.026384080775782512 -0.0070006313188746136 0.0028031618736225044 0.00033967153307207145 0.0012209497101202985 -0.00023418645158790075 -0.00051520750578289533 0.05376691647830445 -0.0045462414757936323 0.014829226814508521 -0.0030950416913874028 0.0097051166340711911 -0.0027082369607661673 leaf_weight=1014339 5346 2997 37295 29040 8420 370 685 62980 2117 76 15413 6631 29229 621 240 333 343 61 636 146 15352 13134 69528 1374 74 206 346 1443 1398 10471 leaf_count=1014339 5346 2997 37295 29040 8420 370 685 62980 2117 76 15413 6631 29229 621 240 333 343 61 636 146 15352 13134 69528 1374 74 206 346 1443 1398 10471 internal_value=2.80397e-06 6.73575e-05 -0.000270287 0.00128407 0.00112808 0.00175374 0.000409945 -0.000469872 0.000288925 -0.000830577 -0.00290722 -0.00260068 0.00222617 0.000136781 -0.00520154 -0.000193971 0.00584369 -0.00101902 0.00179743 0.0135512 0.000692237 -0.000590549 -0.000785352 -0.000330901 0.0034222 0.0130561 0.0216897 0.00199139 0.0046392 -0.000558013 internal_weight=1.33064e+06 1.07624e+06 254403 61902 31771 26425 18005 222632 71728 150904 15635 8748 32862 17635 1662 977 644 404 29865 222 15973 135269 122135 84840 4841 626 420 4215 2772 79999 internal_count=1330644 1076241 254403 61902 31771 26425 18005 222632 71728 150904 15635 8748 32862 17635 1662 977 644 404 29865 222 15973 135269 122135 84840 4841 626 420 4215 2772 79999 cat_boundaries=0 1 2 cat_threshold=1040 1383 is_linear=0 shrinkage=0.05 Tree=313 num_leaves=31 num_cat=2 split_feature=118 102 103 58 2 104 136 92 22 64 65 33 12 39 35 67 28 36 1 121 22 55 127 78 66 55 29 124 65 136 split_gain=9.43506 18.329 15.2252 20.6624 20.6823 19.7325 31.287 29.6927 31.0561 26.2094 25.2123 23.3196 20.929 20.4439 24.746 17.9876 17.8242 87.1199 19.5778 17.7756 16.8175 16.7347 16.4145 15.9 15.8134 15.7923 19.5156 15.443 17.7015 16.7859 threshold=0.71322327852249157 0.65231949090957653 0.14949216693639758 286.52896118164068 249.50000000000003 -0.91982042789459217 0 0.095191966742277159 7.6150000095367441 27.265000343322757 6.7750000953674325 4.2500000000000009 2.1750000715255742 8.4499998092651385 7.5499999523162851 20.904999732971195 1004.1499938964845 10.650000095367433 292.50000000000006 -0.68832838535308827 8.0349998474121112 6.7950000762939462 -0.3172925859689712 15.654999732971193 13.625000000000002 12.534999847412111 1014.3500061035157 0.061046212911605842 84.009998321533217 1 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=2 -2 3 4 -1 6 24 10 12 15 -8 22 13 14 -9 -10 17 -6 20 -14 -19 -5 23 -11 -4 26 -18 29 -29 -27 right_child=1 -3 5 21 16 -7 7 8 9 11 -12 -13 19 -15 -16 -17 25 18 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=0.00034495362911637407 0.00051403809248898476 -0.00059590548967748506 0.000303011671883431 -0.00030091188641921364 0.11040114304494292 6.9562858236015413e-05 0.0021229952907780322 0.066498573483633139 0.0018253169209560367 0.035589298867054434 -0.0011549903623015198 -0.0002644001559850952 0.014470897496134748 0.0027460319538290955 0.0034348723912678127 0.0054378417141438123 -0.0013857437433567167 -0.00080268107999402743 -0.015798327487282222 0.0059723543463736537 0.037146050198319951 -0.0030365107564261744 0.0043214130482738256 0.0053778532745414661 -0.0020881781362450105 0.0057538766546788153 0.00017915571205498677 -0.0028940578462972226 -0.020308703328545737 -0.0031961571468442857 leaf_weight=101380 49716 147676 25078 10530 21 820748 9976 28 8872 102 14238 12954 946 3812 35 5634 33739 65 80 1760 53 11918 384 76 9546 1108 48651 10392 148 978 leaf_count=101380 49716 147676 25078 10530 21 820748 9976 28 8872 102 14238 12954 946 3812 35 5634 33739 65 80 1760 53 11918 384 76 9546 1108 48651 10392 148 978 internal_value=2.66386e-06 -0.00031635 5.82304e-05 -0.000316158 -0.000152077 0.000147943 0.000836405 0.00153823 0.00247826 0.00175235 0.000195517 0.000168186 0.00556919 0.00321292 0.0314632 0.00322839 -0.000681179 0.0135668 0.00329647 0.00894339 0.0162421 -0.00175328 0.0101392 0.02269 -0.000356148 -0.000714019 -0.000461676 -0.00236066 -0.00313859 0.00157001 internal_weight=1.33064e+06 197392 1.13325e+06 219063 196615 914189 93441 58817 34603 28022 24214 13516 6581 3875 63 14506 95235 219 198 2706 118 22448 562 178 34624 95016 82390 12626 10540 2086 internal_count=1330644 197392 1133252 219063 196615 914189 93441 58817 34603 28022 24214 13516 6581 3875 63 14506 95235 219 198 2706 118 22448 562 178 34624 95016 82390 12626 10540 2086 cat_boundaries=0 1 2 cat_threshold=3168 4707 is_linear=0 shrinkage=0.05 Tree=314 num_leaves=31 num_cat=1 split_feature=12 39 115 29 28 65 78 86 85 39 33 31 33 108 65 32 39 81 78 31 31 43 132 27 31 136 78 36 20 104 split_gain=9.22044 9.40925 15.6267 12.0787 9.09687 9.58912 30.4123 35.8285 30.7422 36.6614 28.9923 27.9159 27.3092 30.0386 26.5716 25.2276 31.9464 36.5881 26.0284 28.521 22.0017 21.0513 21.848 20.7367 20.2879 20.8397 19.9308 19.0883 18.9245 18.6756 threshold=0.51499998569488536 7.6499998569488534 -0.5663846731185912 1020.7500000000001 1034.4500122070315 28.185000419616703 22.765000343322757 0.72327554225921642 0.73491171002388012 11.750000000000002 11.550000190734865 1007.8500061035157 11.050000190734865 0.4664719849824906 95.104999542236342 5.8500001430511483 14.750000000000002 261.74444580078131 6.3250000476837167 1016.7500000000001 1019.4500122070314 8.5500001907348651 1023.8500061035157 204.50000000000003 1026.549987792969 0 16.605000495910648 12.34999990463257 10.50500011444092 -0.51205494999885548 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=-1 2 3 -2 5 -3 7 26 9 10 -8 14 13 -11 21 16 18 -18 19 -9 -21 22 -10 -12 25 -13 -7 -23 29 -16 right_child=1 4 -4 -5 -6 6 8 15 11 12 23 24 -14 -15 28 -17 17 -19 -20 20 -22 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0020313745720069542 -0.0092498814196684213 5.2915930162835729e-05 0.0028135158743561126 0.0017711168081344418 0.0072373069569665023 -0.0048279209097371661 -0.0032789078752268651 -0.01201673330300871 -0.00016552349545077827 0.011310969915591136 0.050854940165299928 0.0017703974119543714 0.0046890720208793927 0.037866853673251405 -0.018293852306638003 -0.0007923665313335559 0.089680008429356597 0.016565946666160961 0.0019650384531782099 0.077463489485069592 0.02329232491693407 -0.027898554123928245 -0.015617769808642263 0.0090547426153874226 0.010905446310280696 -0.00089516925706248937 5.390986216961086e-05 -0.0002916890828471099 0.017021597125990825 -0.0013141568172641716 leaf_weight=5549 1008 1219985 672 330 436 8782 1799 34 4502 754 34 15770 2289 124 553 48303 22 77 1614 29 53 142 241 233 479 13690 2744 112 55 229 leaf_count=5549 1008 1219985 672 330 436 8782 1799 34 4502 754 34 15770 2289 124 553 48303 22 77 1614 29 53 142 241 233 479 13690 2744 112 55 229 internal_value=2.53162e-06 1.10489e-05 -0.00340733 -0.0065317 1.6242e-05 1.38616e-05 -0.000450232 -0.00115203 0.000605021 0.00418447 -0.000997063 8.1407e-05 0.00756465 0.0150615 -0.00308272 -0.000574108 0.00518998 0.0328135 0.00360921 0.0264859 0.0424504 -0.00170169 -0.000950679 0.0143776 0.000697978 0.000532011 -0.0036657 -0.0157254 -0.0113277 -0.0133215 internal_weight=1.33064e+06 1.3251e+06 2010 1338 1.32308e+06 1.32265e+06 102664 61658 41006 5233 2066 35773 3167 878 5834 50132 1829 99 1730 116 82 4997 4743 267 29939 29460 11526 254 837 782 internal_count=1330644 1325095 2010 1338 1323085 1322649 102664 61658 41006 5233 2066 35773 3167 878 5834 50132 1829 99 1730 116 82 4997 4743 267 29939 29460 11526 254 837 782 cat_boundaries=0 1 cat_threshold=661 is_linear=0 shrinkage=0.05 Tree=315 num_leaves=31 num_cat=2 split_feature=81 22 125 136 36 8 35 38 5 109 32 35 33 41 30 30 15 43 24 12 20 38 35 25 80 27 135 84 136 20 split_gain=10.04 12.7985 11.0072 27.0631 24.338 20.4119 22.4717 22.5545 19.4546 19.1914 23.3306 18.7773 26.5662 25.4899 18.6547 18.5191 32.0575 19.2286 26.821 18.2761 19.8265 19.0861 16.2363 16.1517 35.1464 28.848 39.4341 27.3338 25.6041 24.9263 threshold=341.89373779296881 4.5050001144409189 0.88697704672813427 0 9.3499999046325701 5.0499999523162851 9.4499998092651385 10.550000190734865 5.6499998569488534 0.99527475237846386 10.550000190734865 11.449999809265138 10.449999809265138 10.650000095367433 1027.7500000000002 1024.1499633789065 1.5950000286102297 4.0499999523162851 322.50000000000006 3.7050000429153447 7.8550000190734872 8.6500000953674334 7.3500001430511483 290.50000000000006 289.63572692871099 271.50000000000006 1018.6499938964845 0.85483983159065258 1 4.5750000476837167 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=2 -2 4 -4 8 -5 15 9 -1 11 -11 12 -8 -14 -9 19 17 -17 -19 -7 -21 -22 -23 24 25 -6 28 -25 -27 -30 right_child=1 -3 3 5 23 6 7 14 -10 10 -12 -13 13 -15 -16 16 -18 18 -20 20 21 22 -24 27 -26 26 -28 -29 29 -31 leaf_value=-0.00017691768192345118 0.016022040979587475 -0.0019760799049480305 -0.0011181502732241228 -0.00018598466586835062 -3.8583660276125411e-06 -0.00031941510090241216 0.0064450236378578623 0.00081273167888426577 -0.0036628956212760647 -0.00088702229556888881 0.0042716189285013266 0.010436075984729211 -0.0018569666043272643 0.05356009561745894 0.0055671355542739201 0.0037001184662755066 -0.0049718584754112893 0.0094004411895256788 0.063990878675665178 -0.0051497175448271329 0.039326774317564234 0.0025067471752061158 0.013212877567085564 -0.00044739677978692852 -0.00077981677785934173 5.9645739796300136e-05 0.0082025235911698437 0.00038117349199091969 0.0093681684212793739 0.0011437201197987089 leaf_weight=7680 100 8058 28123 63642 285570 18318 3196 84199 8358 4700 4107 1320 1744 21 2115 333 3737 63 35 406 45 1001 548 385062 85879 84862 1774 134235 929 110627 leaf_count=7680 100 8058 28123 63642 285570 18318 3196 84199 8358 4700 4107 1320 1744 21 2115 333 3737 63 35 406 45 1001 548 385062 85879 84862 1774 134235 929 110627 internal_value=-6.78003e-06 -0.00175546 4.00586e-06 0.000329005 -6.0011e-05 0.000543769 0.000912735 0.001241 -0.00199359 0.00302457 0.00151863 0.00513615 0.00372596 -0.00119761 0.000929231 -0.000446704 -0.00348267 0.00942935 0.028897 0.000176089 0.00471442 0.00722686 0.00629433 -3.1533e-05 0.000152326 0.000317803 0.000781277 -0.000233217 0.00071425 0.0012121 internal_weight=1.33079e+06 8158 1.32263e+06 217653 1.10498e+06 189530 125888 101402 16038 15088 8807 6281 4961 1765 86314 24486 4168 431 98 20318 2000 1594 1549 1.08894e+06 569641 483762 198192 519297 196418 111556 internal_count=1330787 8158 1322629 217653 1104976 189530 125888 101402 16038 15088 8807 6281 4961 1765 86314 24486 4168 431 98 20318 2000 1594 1549 1088938 569641 483762 198192 519297 196418 111556 cat_boundaries=0 1 2 cat_threshold=1058 3368 is_linear=0 shrinkage=0.05 Tree=316 num_leaves=31 num_cat=1 split_feature=52 54 66 54 66 20 52 14 76 118 7 38 135 35 32 123 23 8 31 86 108 30 10 100 136 8 10 20 12 106 split_gain=9.97211 44.512 24.8868 30.4451 24.4586 24.7145 22.4969 21.1223 19.1605 40.4162 29.0966 23.6742 23.2931 19.4217 29.0287 17.5575 21.7729 21.0782 24.1882 22.7017 22.4987 20.8963 22.2398 20.5732 20.488 33.9881 21.8601 50.6777 28.1003 31.3708 threshold=3.4850000143051152 4.2550001144409189 0.45499999821186071 1.9149999618530276 6.4549999237060556 7.2950000762939462 7.0150001049041757 2.2649999856948857 27.255000114440922 0.078456107527017607 12.150000095367433 12.84999990463257 1009.8500061035157 9.6500000953674334 9.1500000953674334 -0.50751903653144825 5.5250000953674325 11.750000000000002 1011.0499877929689 0.8151681423187257 -0.55620145797729481 1021.4500122070314 5.5499999523162851 0.77919527888298046 0 10.949999809265138 0.45000000298023229 8.1750001907348651 2.1049998998641972 -0.92953070998191822 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=4 2 7 -4 8 -6 -5 -2 -1 12 13 -12 -10 -11 -15 17 -17 -3 -19 20 -20 22 -22 -24 25 -18 27 28 -26 -30 right_child=1 15 3 6 5 -7 -8 -9 9 10 11 -13 -14 14 -16 16 24 18 19 -21 21 -23 23 -25 26 -27 -28 -29 29 -31 leaf_value=1.516066085424676e-05 0.0011974408379708415 0.00013451872014225226 0.0055560919145482114 0.0010190969484737138 -0.00043954439202463009 -0.0024372852037484911 0.0041866453474211458 -0.0041997318492881285 -0.013134249096359286 -0.011534145698951599 0.0067282848507458307 -0.0059267371899602572 0.020288292247463358 0.04064545650035143 -0.0020660166291657542 0.0029009902550902172 -0.00084369118827239901 -0.0033112544997739527 -0.0062965121396788525 0.0015777585858353746 0.027547775449248843 -0.00098410768419731134 0.0069137205508474275 0.025728432866983498 0.0011434037815297245 -0.0051245917175064227 -0.00033168550286734685 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54569 924166 90104 49656 7288 834062 11111 10057 2187 1054 7870 7315 344764 201731 143033 23269 21148 3359 3027 2432 2273 196624 44820 151804 15621 9180 4783 cat_boundaries=0 1 cat_threshold=2113 is_linear=0 shrinkage=0.05 Tree=317 num_leaves=31 num_cat=2 split_feature=80 125 55 21 64 84 122 35 33 38 87 29 35 75 5 125 52 127 117 80 119 136 123 30 34 12 19 19 126 136 split_gain=9.68988 14.2949 12.2188 11.6158 12.6185 11.4752 41.8913 24.6286 24.5369 24.0977 23.5349 20.9756 19.5496 18.1659 17.4662 26.5485 16.986 16.0811 15.7744 25.3402 22.2974 21.7277 31.3613 19.8704 21.9065 19.8699 19.7645 30.0622 23.3079 30.0679 threshold=332.34812927246099 0.99140709638595592 13.775000095367433 4.4249999523162851 0.88499999046325695 0.8765520751476289 -0.73724925518035878 9.6500000953674334 8.4499998092651385 9.6500000953674334 0.87354004383087169 1012.4500122070314 8.7500000000000018 0.62211748957633983 5.7500000000000009 0.1650413200259209 0.095000002533197417 0.30069434642791754 0.35019405186176306 297.63780212402349 -0.0087262028828264185 0 -0.18222858756780622 1024.350036621094 11.750000000000002 3.0749999284744267 14.550000190734865 9.5450000762939471 0.31729258596897131 1 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 left_child=5 2 -2 -3 -5 18 14 8 -8 11 -11 -9 -10 -13 -7 -16 -14 -17 19 20 -1 -20 -23 24 25 -24 27 -22 29 -29 right_child=1 3 -4 4 -6 6 7 9 12 10 -12 13 16 -15 15 17 -18 -19 21 -21 26 22 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-5.2536727815873372e-05 -0.0011036115805334817 0.03192398598597896 -0.0046103959039440106 -0.0079203855841015972 0.0019764883872037693 0.0001571861857313342 0.0014179218228474312 -0.00024930967239422143 -0.012103485195197957 0.0020488560030229599 0.00040332788038049321 0.017186003340483532 -0.022058126758700156 0.0059002242291719444 -0.0053894188900319717 0.0029381733356754285 -0.0020456007308924913 -0.0017020095467819405 0.0002471280842798124 -0.00079325516961032761 -0.00016299607194991938 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138121 101777 5854 95923 93037 2886 3240 1897 36344 19390 2479 14857 1.17132e+06 610905 545410 560412 393697 119887 111294 50312 255525 197702 142365 83185 internal_count=1330787 21349 16795 4554 4523 1309438 138121 101777 5854 95923 93037 2886 3240 1897 36344 19390 2479 14857 1171317 610905 545410 560412 393697 119887 111294 50312 255525 197702 142365 83185 cat_boundaries=0 1 2 cat_threshold=2328 3105 is_linear=0 shrinkage=0.05 Tree=318 num_leaves=31 num_cat=2 split_feature=31 28 28 125 9 22 120 3 125 11 0 136 30 10 57 16 60 117 4 35 136 52 16 10 9 117 122 67 15 40 split_gain=9.64715 31.3851 24.9455 25.0631 24.3083 24.2841 27.7128 26.5272 31.9377 55.1959 21.8413 20.8608 22.4848 21.247 20.6068 20.0699 20.6117 19.1167 18.5469 16.962 16.8348 16.7341 16.034 39.9795 17.3732 26.8573 27.6734 23.4025 23.0035 21.0502 threshold=1013.5499877929689 1011.3500061035157 1016.1499938964845 -0.79332312941551197 14.550000190734865 7.0950000286102304 0.6755644977092744 275.50000000000006 -0.64942333102226246 8.4499998092651385 182.50000000000003 0 1015.6499938964845 2.8500000238418584 283.06962585449224 18.219999313354496 0.90423935651779186 -0.89490029215812672 9.3499999046325701 5.7500000000000009 1 1.1349999904632571 18.219999313354496 8.1500000953674334 7.0499999523162851 0.39873388409614569 0.26722820103168493 37.965000152587898 1.9950000047683718 11.150000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=2 5 3 22 -4 6 18 11 9 10 14 12 13 -7 -9 16 -5 21 20 -19 -2 -8 24 -24 -1 26 27 28 -26 -30 right_child=1 -3 4 15 -6 7 17 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31 leaf_value=-0.00046452407189275327 0.0090725021491331898 5.0023283147059109e-05 -0.0020039241409745344 0.00010825751766664122 -0.012970525249399525 0.02239558059522339 0.039067829217467653 0.017968517473809394 0.0066772802872191554 0.075991418452726472 0.036574577268644742 0.005134639065656023 -0.051017967619001875 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0.000454631 0.00147279 0.00294435 internal_weight=1.33079e+06 915104 415683 404310 11373 12815 8137 4678 1307 356 311 3371 735 710 215 342602 338223 648 7489 508 4089 140 61708 685 61023 24418 19586 10121 8582 6486 internal_count=1330787 915104 415683 404310 11373 12815 8137 4678 1307 356 311 3371 735 710 215 342602 338223 648 7489 508 4089 140 61708 685 61023 24418 19586 10121 8582 6486 cat_boundaries=0 1 2 cat_threshold=770 1539 is_linear=0 shrinkage=0.05 Tree=319 num_leaves=31 num_cat=1 split_feature=52 54 67 12 13 67 136 79 76 4 29 16 132 29 60 29 16 65 80 8 32 83 38 9 107 108 76 71 34 121 split_gain=9.59138 44.7115 23.5681 27.0712 21.2961 20.7973 33.8278 28.2027 47.9222 42.7752 42.0709 24.022 22.4048 22.0101 31.0685 20.5271 21.682 20.0581 21.7086 30.7099 19.8713 19.4211 20.732 20.958 19.4098 33.2799 18.4532 18.3512 18.0974 17.9432 threshold=5.0650000572204599 6.2049999237060556 13.72499990463257 1.1150000095367434 3.1550000905990605 17.185000419616703 0 11.484999656677248 11.994999885559084 0.15000000223517421 1017.9500122070314 11.775000095367433 1019.5499877929689 1011.7500000000001 0.74817848205566417 1025.049987792969 18.219999313354496 36.444999694824226 214.24497222900393 16.750000000000004 16.050000190734867 223.92949676513675 15.150000095367433 1.2500000000000002 0.078353524208068862 0.08417640253901483 4.0450000762939462 305.26544189453131 5.2500000000000009 0.88697704672813427 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 -4 15 11 -7 8 10 13 12 24 -8 14 -10 -2 -17 18 20 28 -11 22 23 -5 25 -3 -9 -15 -20 -28 right_child=1 5 3 21 -6 6 7 26 9 17 -12 -13 -14 27 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-2.1476075947909819e-05 0.0015670594494817834 -0.0031991767877642737 0.01092850924148318 0.03797642273880128 -0.0020833796436196708 -0.0076536840187427062 -0.0018037777604978562 0.029744775899542643 0.02186187014338516 -0.0024185776906289797 0.0022384571960250657 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0.00288327 0.00414647 0.000924122 0.000721652 -3.17179e-05 0.0138523 0.00592474 -4.96564e-05 internal_weight=1.33079e+06 336294 994493 60772 57983 278311 132255 130979 44611 10043 34568 146056 15852 511 90 54090 1756 9532 6695 5578 1117 60303 2870 2637 26145 25580 86368 421 5415 86316 internal_count=1330787 336294 994493 60772 57983 278311 132255 130979 44611 10043 34568 146056 15852 511 90 54090 1756 9532 6695 5578 1117 60303 2870 2637 26145 25580 86368 421 5415 86316 cat_boundaries=0 1 cat_threshold=2080 is_linear=0 shrinkage=0.05 Tree=320 num_leaves=31 num_cat=1 split_feature=52 22 39 83 78 122 136 4 10 54 16 65 12 107 84 104 52 16 54 52 54 66 28 77 106 21 132 28 15 12 split_gain=9.54431 23.3806 28.5806 23.9729 24.1694 22.3686 22.5714 27.5293 20.1894 20.1353 26.7152 20.3528 20.0061 16.988 16.9662 16.8352 15.7832 27.6415 17.8853 27.2456 21.2664 19.3708 22.2602 16.5293 16.0456 15.5458 20.335 17.8075 27.279 45.7966 threshold=37.125000000000007 9.4349999427795428 12.34999990463257 251.84293365478518 22.505000114440922 -0.80382624268531788 0 11.150000095367433 16.050000190734867 29.144999504089359 9.5450000762939471 43.135000228881843 3.7050000429153447 -1.0000000180025095e-35 0.73069390654563915 -0.94190487265586842 20.214999198913578 12.699999809265138 12.025000095367433 7.8350000381469735 6.2049999237060556 0.33500000834465032 1025.7500000000002 49.805000305175788 -0.84151890873908985 8.7449998855590838 1021.1499938964845 1018.2500000000001 2.2649999856948857 2.0449999570846562 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 8 12 4 -4 6 -5 -8 -2 16 -11 -12 -3 -10 -6 -13 18 -18 19 25 21 -21 -23 -20 -24 26 27 -1 29 -29 right_child=1 2 3 5 14 -7 7 -9 13 10 11 15 -14 -15 -16 -17 17 -19 23 20 -22 22 24 -25 -26 -27 -28 28 -30 -31 leaf_value=2.6599867529536334e-05 0.0016141578343131955 -0.00098195090872946439 -0.0045701608171502288 0.011083901143034515 0.014382113465585579 0.00052853138947282123 0.0013714847237416778 0.060338945394760236 -0.0012463540779374643 0.0069888879524270635 -0.00089243397794445825 -0.0089369997679048137 -0.0055074573866332683 -0.013235461800441073 -0.0038225851079646484 -0.0026621482792861619 0.0033764922620681996 0.00019335793580955714 -0.00093289891539749352 -0.0017545569616063952 0.00048491185927618594 0.0029018343720511501 0.02393901278956875 0.0064279708449012964 0.0054578739196131211 0.0005647478842646514 -0.0053783891040404003 -0.00045740740952557947 -0.0014281269158933905 0.0021049418094508882 leaf_weight=731115 40415 6880 3419 1051 312 16848 1912 20 3064 956 26223 1394 3786 327 217 4584 9346 25235 63089 2218 46501 13539 217 772 256 95511 1824 153068 56857 19680 leaf_count=731115 40415 6880 3419 1051 312 16848 1912 20 3064 956 26223 1394 3786 327 217 4584 9346 25235 63089 2218 46501 13539 217 772 256 95511 1824 153068 56857 19680 internal_value=1.12343e-06 0.000536842 -0.000437827 0.000526772 -0.00303132 0.00123513 0.00522597 0.00197171 0.00130323 -3.23491e-05 -0.00124807 -0.00149262 -0.00258832 -0.00240248 0.0069144 -0.00412537 7.12611e-07 0.00105364 -3.00235e-05 1.6351e-05 0.00102879 0.00258708 0.00327433 -0.000843915 0.0139365 -4.36756e-05 -0.000104048 -9.40343e-05 -0.000478161 -0.000165496 internal_weight=1.33064e+06 78251 34445 23779 3948 19831 2983 1932 43806 1.25238e+06 33157 32201 10666 3391 529 5978 1.21923e+06 34581 1.18465e+06 1.12079e+06 62731 16230 14012 63861 473 1.05806e+06 962544 960720 229605 172748 internal_count=1330636 78251 34445 23779 3948 19831 2983 1932 43806 1252385 33157 32201 10666 3391 529 5978 1219228 34581 1184647 1120786 62731 16230 14012 63861 473 1058055 962544 960720 229605 172748 cat_boundaries=0 1 cat_threshold=4626 is_linear=0 shrinkage=0.05 Tree=321 num_leaves=31 num_cat=2 split_feature=16 9 107 34 35 35 132 36 135 108 8 55 132 39 86 34 35 100 73 8 23 6 70 120 136 28 108 23 136 104 split_gain=9.21058 14.0583 9.55494 8.96987 46.0949 37.5442 22.1873 30.7862 26.9842 42.975 27.8736 29.6163 22.3489 21.4121 21.3785 34.6839 31.8644 25.5346 29.1447 25.3696 25.4425 21.0344 20.3065 20.1017 19.0592 20.5633 21.2572 18.9658 18.6114 18.1184 threshold=22.289999961853031 5.7500000000000009 -0.85191139578819264 12.449999809265138 11.750000000000002 12.949999809265138 1019.3500061035157 10.050000190734865 1015.7500000000001 0.050097925588488586 10.34999990463257 57.924999237060554 1023.7500000000001 11.550000190734865 0.83307489752769481 11.449999809265138 10.650000095367433 -0.97157618403434742 0.76528137922286998 14.550000190734865 5.4249999523162851 9.9499998092651385 278.23966979980474 0.56638467311859142 0 1015.6499938964845 -0.70461639761924733 10.215000152587892 1 -0.94190487265586842 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 left_child=3 -2 -3 4 6 21 8 12 14 10 -10 -12 -8 23 22 16 17 18 -16 -18 -21 24 27 -6 25 -5 -27 -1 -17 -24 right_child=1 2 -4 5 13 -7 7 -9 9 -11 11 -13 -14 -15 15 28 19 -19 -20 20 -22 -23 29 -25 -26 26 -28 -29 -30 -31 leaf_value=-2.9958427902747391e-05 -0.00089022179605852169 0.036460680255285378 0.010747868966024213 0.001082236115071959 0.0027071151580287632 3.7176705274239202e-05 0.0091976360562016617 -0.0055552403912471418 0.0088430925284219575 0.00097957899042239627 0.038742776386238437 -0.01335324191604741 0.062249997452549312 0.00064373332208954726 0.0066932564607954451 -0.00029485054059636383 0.00052377659462368449 -0.0012706320062146935 0.066303328360463015 0.019328873853055789 0.0039273295543763662 -0.0026642442434849766 0.0021069482092899768 -0.0020074667908410167 -0.0014003240275248274 -0.01024040183651548 -0.00069179889787266552 -0.0019563626318080869 -0.0039382269317031768 0.00031264103767004336 leaf_weight=262626 291 44 202 23456 23034 640828 145 2896 404 1509 185 32 23 114841 70 4997 22855 38968 29 302 2392 15254 19983 2507 48302 594 31084 13430 11814 47539 leaf_count=262626 291 44 202 23456 23034 640828 145 2896 404 1509 185 32 23 114841 70 4997 22855 38968 29 302 2392 15254 19983 2507 48302 594 31084 13430 11814 47539 internal_value=1.07142e-06 0.00654802 0.0153469 -1.57177e-06 0.000148235 -0.000114113 -0.000108484 -0.0043481 -7.8072e-05 0.00553564 0.0166066 0.0310604 0.0164608 0.000934949 -0.000106206 -0.000834639 -0.000308287 -0.0012062 0.0241548 0.00106472 0.00565386 -0.000930951 6.64303e-05 0.00224435 -0.000675337 -3.99272e-05 -0.000870847 -0.000123677 -0.00285777 0.000843663 internal_weight=1.33064e+06 537 246 1.3301e+06 570581 759518 430199 3064 427135 2130 621 217 168 140382 425005 81427 64616 39067 99 25549 2694 118690 343578 25541 103436 55134 31678 276056 16811 67522 internal_count=1330636 537 246 1330099 570581 759518 430199 3064 427135 2130 621 217 168 140382 425005 81427 64616 39067 99 25549 2694 118690 343578 25541 103436 55134 31678 276056 16811 67522 cat_boundaries=0 1 2 cat_threshold=1850 530 is_linear=0 shrinkage=0.05 Tree=322 num_leaves=31 num_cat=2 split_feature=112 136 80 24 122 133 117 33 28 31 17 108 37 28 136 20 16 14 23 33 23 13 15 31 127 28 7 23 31 28 split_gain=8.77295 17.4603 15.813 19.0147 15.3237 17.7337 16.0761 14.8497 20.439 32.042 41.6251 35.5861 26.219 27.695 24.5767 23.5345 22.9467 22.8235 22.2581 23.5086 21.802 21.7418 37.9365 38.2298 48.8412 39.1303 25.4536 20.9063 30.6279 21.6456 threshold=-0.63605400919914235 0 319.52478027343756 303.50000000000006 -0.14780378341674802 1021.1499938964845 0.9536806344985963 16.750000000000004 1013.2500000000001 1014.3500061035157 9.5450000762939471 -0.42837981879711146 13.250000000000002 1009.9500122070314 1 5.3949999809265146 12.699999809265138 3.1650000810623173 10.154999732971193 12.449999809265138 7.6250000000000009 3.3649998903274541 2.6250000000000004 1016.3500061035157 0.41467745602130895 1012.6499938964845 5.2500000000000009 5.2650001049041757 1016.5499877929689 1016.0499877929689 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 7 -4 6 -6 -2 8 9 15 -11 12 14 17 -12 20 -15 -14 19 21 -1 22 -13 -24 -25 26 -26 -10 -29 -30 right_child=1 -3 3 -5 5 -7 -8 -9 27 10 11 18 13 16 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 28 29 -31 leaf_value=-0.001261913520539949 -0.00018246300716253728 -0.00075328120543125996 -0.0024221768346563248 -5.1323747689713647e-05 0.00075609583501651668 -0.007837942022643523 -0.0034183523346768795 -0.00053959890761851503 0.00087806954938241032 -0.00030485441858733929 -0.010925516857688285 0.0071309493776314237 0.0070076991330390269 0.016458450363911119 0.00075196594684953438 0.0005493109697708718 -0.0042167721972126079 0.051176313394359477 -0.0025568273865075753 0.0036949688478568319 0.0094624454316569358 0.00058859067884137217 0.011361075382511578 0.012941310376490834 0.03533921813236942 0.016303558753943952 0.085799851038888708 -0.00054604383421044797 0.0014579610262757754 8.3248895224390427e-05 leaf_weight=25175 102886 106066 13789 21871 63457 606 3987 82585 64302 9286 821 3110 59 197 989 198175 421 58 867 6067 483 757 637 162 38 53 73 218454 31007 374198 leaf_count=25175 102886 106066 13789 21871 63457 606 3987 82585 64302 9286 821 3110 59 197 989 198175 421 58 867 6067 483 757 637 162 38 53 73 218454 31007 374198 internal_value=1.01573e-06 -0.000249374 6.68436e-05 -0.000968085 6.33412e-05 0.000674801 -0.000303181 0.000103098 0.000159841 0.000549569 0.00230207 0.00399386 -0.00136706 0.00659692 -0.00460104 0.000364832 0.00237387 0.0289033 0.00515363 0.0057671 -0.00106003 0.00836991 0.00981614 0.0184879 0.0324137 0.0516486 0.068525 1.96737e-05 -6.88307e-05 0.000188444 internal_weight=1.33064e+06 277002 1.05363e+06 35660 170936 64063 106873 1.01797e+06 935389 247428 23595 14309 2545 735 1810 223833 618 117 11764 10897 25658 4830 4073 963 326 164 111 687961 623659 405205 internal_count=1330636 277002 1053634 35660 170936 64063 106873 1017974 935389 247428 23595 14309 2545 735 1810 223833 618 117 11764 10897 25658 4830 4073 963 326 164 111 687961 623659 405205 cat_boundaries=0 1 2 cat_threshold=1456 835 is_linear=0 shrinkage=0.05 Tree=323 num_leaves=31 num_cat=2 split_feature=15 16 31 115 33 38 136 121 31 28 117 1 78 96 38 39 28 28 96 78 12 135 123 52 22 83 32 136 126 20 split_gain=8.67259 33.1716 20.229 17.2853 28.4942 24.5376 17.5052 28.1057 20.2507 13.6523 13.5219 13.6413 13.618 17.7458 11.4758 19.8 28.6947 20.6307 18.3046 15.3196 13.6927 11.7895 11.2354 11.0374 26.37 20.2892 23.2367 33.1901 25.3456 25.2631 threshold=4.8450000286102304 15.405000209808351 1017.7500000000001 0.11319890245795251 12.949999809265138 13.250000000000002 0 0.33379416167736059 1018.1499938964845 1022.4500122070314 -0.33379416167736048 186.50000000000003 32.114999771118171 -0.99865022301673878 12.84999990463257 11.750000000000002 1002.0499877929689 1007.1499938964845 -0.99367994070053089 31.535000801086429 4.1349999904632577 1013.9500122070314 -0.86159634590148915 37.125000000000007 9.3949999809265154 251.84293365478518 12.250000000000002 1 0.63605400919914257 9.1050000190734881 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=23 3 10 6 -5 -6 9 8 14 -2 -3 12 -12 -14 15 16 -8 -18 19 -17 -16 -20 -22 -1 -25 -26 -27 -28 29 -29 right_child=1 2 -4 4 5 -7 7 -9 -10 -11 11 -13 13 -15 20 18 17 -19 21 -21 22 -23 -24 24 25 26 27 28 -30 -31 leaf_value=-2.1141497230653932e-05 4.3256418642381306e-06 0.018201869701550001 -0.0022346555866992008 -0.0047782145276677943 0.066903420402003186 0.0081098219101679424 -0.045205127676281168 -0.018295784593643404 0.002039306293272934 -0.0069115012779451777 -0.0021794551820354439 0.0081439843194332315 0.052683469893721246 0.0067204881614348526 -0.0031292347176143883 0.0047928041953127836 0.028849048736064059 -0.0092829889670607603 0.0019071900291455274 0.062556525455279788 0.0041471093241764205 -0.019315583283443835 -0.015304590819044148 0.0014602758568169679 -0.0032001135478527849 -0.0016524482088669124 -0.008500883193144293 0.010988938385961657 -0.00062385756205809008 0.0026401775518838603 leaf_weight=1245057 4216 190 1350 95 35 36 53 392 961 859 916 1143 24 168 509 24 38 533 718 22 82 72 784 40516 5582 10856 798 1027 5882 7698 leaf_count=1245057 4216 190 1350 95 35 36 53 392 961 859 916 1143 24 168 509 24 38 533 718 22 82 72 784 40516 5582 10856 798 1027 5882 7698 internal_value=9.60839e-07 -0.00127331 0.00267666 -0.00286142 0.0131304 0.0370926 -0.003148 -0.00553626 -0.00423321 -0.00116396 0.00539287 0.0043117 0.000358361 0.0124659 -0.00635945 -0.00327228 -0.0100119 -0.00674531 0.00175827 0.0324189 -0.00963747 -2.70374e-05 -0.0134627 1.37479e-05 0.000614077 -0.000462599 0.000119284 0.00136783 0.00191149 0.00362289 internal_weight=1.33064e+06 13220 3791 9429 166 71 9263 4188 3796 5075 2441 2251 1108 192 2835 1460 624 571 836 46 1375 790 866 1.31742e+06 72359 31843 26261 15405 14607 8725 internal_count=1330636 13220 3791 9429 166 71 9263 4188 3796 5075 2441 2251 1108 192 2835 1460 624 571 836 46 1375 790 866 1317416 72359 31843 26261 15405 14607 8725 cat_boundaries=0 1 2 cat_threshold=153 2068 is_linear=0 shrinkage=0.05 Tree=324 num_leaves=31 num_cat=5 split_feature=19 7 136 9 136 136 28 6 28 11 13 122 10 43 81 36 28 31 17 32 109 31 13 28 28 3 136 10 136 102 split_gain=8.55597 15.8575 19.2094 17.1746 18.6128 13.7849 14.9542 13.7177 13.0622 12.198 13.8866 11.1385 12.8905 13.4456 12.472 10.7058 10.4345 30.1624 35.4991 29.199 28.9081 24.1992 22.5405 24.9431 45.4428 33.5306 22.0207 32.7363 20.2966 19.3774 threshold=6.4600000381469735 9.2500000000000018 0 8.0500001907348651 1 2 1014.3500061035157 6.1499998569488534 1004.9500122070314 6.3500001430511483 1.3949999809265139 1.0000000180025095e-35 19.849999427795414 7.9500000476837167 341.89373779296881 12.250000000000002 1012.2500000000001 1013.1499938964845 9.5450000762939471 13.250000000000002 -0.55548542737960804 1012.8500061035157 3.0749999284744267 1.0000000180025095e-35 1007.6499938964845 310.50000000000006 3 17.050000190734867 4 0.25193153321743017 decision_type=2 2 1 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 left_child=1 3 11 5 -5 6 -1 8 -4 10 -6 14 13 -13 -3 -15 17 -2 28 20 -20 26 23 -22 25 -25 27 -18 -19 -24 right_child=16 2 7 4 9 -7 -8 -9 -10 -11 -12 12 -14 15 -16 -17 21 18 19 -21 22 -23 29 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00041471728943914951 4.1667979195703104e-05 0.00056406599812442359 0.030786807410288275 0.00094371547602403033 -0.0018669182008531392 -0.00018919012261256815 0.0032550806860213682 0.0023393981076988697 0.0064250800753558454 -0.001356708671894644 -0.0082591721966529096 -0.0084038644237080448 0.032426860954855447 0.031489394887378723 0.026374300450403638 0.00081414865237746607 -0.0017862076882164419 0.0029153697556029787 -0.0012227349015605342 0.0010877433912131957 -0.0089335883756972521 -3.0089225102032757e-05 0.018875183029334625 0.018220185586119753 0.0073866895719210002 0.062360387994739856 -0.00032944471170112476 -0.014882368971725696 -0.0014068032137356157 0.00028460705085464686 leaf_weight=10826 236320 11281 57 6837 1822 23155 8102 9968 1586 9369 1592 833 23 33 47 206 29591 3656 1612 10072 220 886363 151 146 5806 61 57987 485 10475 1954 leaf_count=10826 236320 11281 57 6837 1822 23155 8102 9968 1586 9369 1592 833 23 33 47 206 29591 3656 1612 10072 220 886363 151 146 5806 61 57987 485 10475 1954 internal_value=9.09603e-07 0.000484033 0.00157357 5.96453e-05 -0.00116205 0.000629228 0.00162965 0.00303452 0.00727025 -0.00228728 -0.00484772 0.000205508 -0.00460981 -0.00540444 0.000671153 0.00504964 -3.23634e-05 0.000242395 0.00163131 0.00298556 0.00490664 -0.000108628 0.00609164 0.00760242 0.00820743 0.0312277 -0.000899134 -0.00199673 -0.000287495 0.00161818 internal_weight=1.33064e+06 85737 24034 61703 19620 42083 18928 11611 1643 12783 3414 12423 1095 1072 11328 239 1.2449e+06 270473 34153 20022 9950 974426 8338 6233 6013 207 88063 30076 14131 2105 internal_count=1330636 85737 24034 61703 19620 42083 18928 11611 1643 12783 3414 12423 1095 1072 11328 239 1244899 270473 34153 20022 9950 974426 8338 6233 6013 207 88063 30076 14131 2105 cat_boundaries=0 1 2 3 4 5 cat_threshold=805 1107 6916 583 1547 is_linear=0 shrinkage=0.05 Tree=325 num_leaves=31 num_cat=1 split_feature=31 125 17 10 21 16 122 29 136 30 27 33 13 115 11 4 95 86 25 63 122 78 21 120 20 111 60 126 7 8 split_gain=9.11852 18.3553 19.0965 28.0371 25.869 18.697 18.4597 17.9678 17.8138 25.229 27.1962 22.2962 25.4762 17.5129 16.8172 17.1529 24.3302 22.3363 20.1521 37.7696 31.1388 25.4801 24.9077 24.015 20.2715 16.864 16.6687 16.4759 29.2121 33.4854 threshold=1013.4500122070314 -0.71322327852249134 18.219999313354496 9.5500001907348651 6.5350000858306894 18.219999313354496 -0.28400452435016627 1015.6499938964845 0 997.54998779296886 181.50000000000003 9.1500000953674334 4.2550001144409189 -0.93038213253021229 25.650000572204593 6.1499998569488534 -0.76969090104103077 0.87479016184806835 201.50000000000003 0.77473562955856334 0.28400452435016638 56.885000228881843 7.4349999427795419 0.095842104405164733 8.2349996566772479 -0.97609320282936085 0.90423935651779186 -0.21643137186765668 7.4500000476837167 5.7500000000000009 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -4 -5 7 -1 26 9 10 -8 12 13 -12 15 -10 17 -17 19 20 22 -21 23 25 -24 -18 -3 28 -2 -30 right_child=27 5 3 4 -6 -7 8 -9 14 -11 11 -13 -14 -15 -16 16 18 -19 -20 21 -22 -23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00023060013296200525 0.00026619627720025988 9.4336224079155702e-05 0.00063800556513571955 0.073918543720529195 0.015869861438707552 -0.0033310032309677553 0.049752506627701226 -0.0022743096559597136 -0.0012965108728372778 -0.00075714992202379795 0.084430678456049901 0.0020372419752735832 -0.0012738659558817747 0.026846775679939219 0.030849730587981058 -0.015762463302353567 0.01604609736578836 0.0064816229438616176 -0.0044312544580506165 0.014217431358372171 -0.0041985678840955869 0.068739657054344816 0.018947386904619636 0.011962328325433192 0.073748710537329329 -0.011600274851164697 -0.0035353194439426798 -2.9747692943398623e-05 0.0058379007550111587 0.0011685173501305866 leaf_weight=20965 183418 316658 575 21 223 4273 40 8476 15006 21849 23 421 40 31 38 688 69 135 8701 75 1985 30 108 400 20 275 3195 719082 4868 18173 leaf_count=20965 183418 316658 575 21 223 4273 40 8476 15006 21849 23 421 40 31 38 688 69 135 8701 75 1985 30 108 400 20 275 3195 719082 4868 18173 internal_value=-3.24519e-06 -0.000201336 -0.000926835 0.00666437 0.0208659 -4.48989e-05 -0.00101453 -2.13223e-06 -0.0015373 -0.000489515 0.0100378 0.00695316 0.0289702 0.0513733 -0.00238894 -0.00243575 -0.00380492 -0.0121137 -0.00321861 0.000343575 -0.000738827 0.0297952 0.00713684 0.00363177 0.0275101 -0.00605493 5.80797e-05 8.32902e-05 0.000476993 0.00215504 internal_weight=1.32986e+06 404320 71718 819 244 332602 70899 328329 49934 22404 555 515 94 54 27530 27492 12486 823 11663 2962 2857 105 872 744 128 344 319853 925541 206459 23041 internal_count=1329861 404320 71718 819 244 332602 70899 328329 49934 22404 555 515 94 54 27530 27492 12486 823 11663 2962 2857 105 872 744 128 344 319853 925541 206459 23041 cat_boundaries=0 1 cat_threshold=7584 is_linear=0 shrinkage=0.05 Tree=326 num_leaves=31 num_cat=3 split_feature=12 120 136 127 7 71 126 15 54 24 37 31 31 115 92 136 7 94 66 10 28 8 42 5 121 136 0 4 24 29 split_gain=9.13738 9.20494 21.3194 18.8618 32.4462 22.8693 24.8329 23.7958 35.6026 29.5905 28.7846 42.5796 25.9114 24.8711 21.8345 20.0389 19.8864 23.8306 19.6334 21.5455 18.5886 21.2769 21.2273 17.3147 16.5396 25.4805 19.4497 27.9586 19.1682 18.7447 threshold=0.60500001907348644 -0.62249094247817982 0 -0.84335932135581959 4.0499999523162851 281.22003173828131 0.39873388409614569 5.555000066757203 33.975000381469734 277.50000000000006 13.150000095367433 1012.7500000000001 1001.8500061035157 -0.96359375119209278 -0.23624098300933835 1 7.7500000000000009 -0.75505241751670826 84.225002288818374 8.9499998092651385 1021.1499938964845 7.5499999523162851 8.2500000000000018 16.150000572204593 -0.70088258385658253 2 271.50000000000006 9.0500001907348651 281.50000000000006 1026.9500122070315 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=-1 3 23 4 -2 7 -7 10 9 12 11 13 -9 14 -6 18 -12 -18 19 -15 -13 -22 -23 -3 25 26 27 -5 -29 -28 right_child=1 2 -4 24 5 6 -8 8 -10 -11 16 20 -14 15 -16 -17 17 -19 -20 -21 21 22 -24 -25 -26 -27 29 28 -30 -31 leaf_value=-0.0012146119376272412 0.00012374476247360285 -0.00041975336422233369 0.00010042367606677209 0.0019597459117497835 0.031183561498903025 0.0048438440292859599 0.016584086163905599 0.095007175683975223 -0.0050341178153917856 -0.0023961295826094493 0.00241896922708725 0.0015650474413236339 0.034566452638169785 -0.0053076948241465747 -0.00013835234542500263 -0.0036846071813859426 0.041924612494875439 0.0080933728283290769 0.031670916177403266 -0.021813212532470431 0.0068073179756658947 0.016269935967487305 0.061561803771434609 -0.013134459927747611 0.0005085053511822645 4.6214815134074214e-05 -0.0017625130340653797 0.057337636892230086 0.0025327995557475978 0.013116267704234914 leaf_weight=15383 24594 295514 519993 2572 59 2907 533 25 91 35 3470 2230 61 331 977 1245 54 1443 23 491 529 86 37 268 156191 266232 34208 39 27 213 leaf_count=15383 24594 295514 519993 2572 59 2907 533 25 91 35 3470 2230 61 331 977 1245 54 1443 23 491 529 86 37 268 156191 266232 34208 39 27 213 internal_value=-3.08293e-06 1.10953e-05 -9.23569e-05 0.000180322 0.00123281 0.0030976 0.0066629 0.00200127 0.0185932 0.0363625 0.00168076 -0.000647486 0.0521364 -0.00468913 0.00164542 -0.00782913 0.00449698 0.00931374 -0.0137295 -0.0151668 0.00373634 0.0111627 0.0298943 -0.000431259 9.04824e-05 -0.000124794 -0.00135297 0.00278431 0.0349175 -0.00167044 internal_weight=1.32986e+06 1.31448e+06 815775 498703 39221 14627 3440 11187 212 121 10975 6008 86 3126 1036 2090 4967 1497 845 822 2882 652 123 295782 459482 303291 37059 2638 66 34421 internal_count=1329861 1314478 815775 498703 39221 14627 3440 11187 212 121 10975 6008 86 3126 1036 2090 4967 1497 845 822 2882 652 123 295782 459482 303291 37059 2638 66 34421 cat_boundaries=0 1 2 3 cat_threshold=1123 103 4100 is_linear=0 shrinkage=0.05 Tree=327 num_leaves=31 num_cat=2 split_feature=28 20 11 136 23 52 36 30 136 54 64 33 107 100 29 8 72 0 15 122 36 28 31 106 52 28 27 16 103 87 split_gain=8.84765 8.60048 21.6303 11.5693 11.8737 9.59443 23.768 22.2985 22.2036 21.7096 27.4539 21.2825 26.5523 22.9806 31.8909 27.8155 28.071 23.9122 21.0712 19.1602 30.2179 21.2619 37.0286 30.4697 18.8585 18.6529 18.6484 17.8532 17.654 20.0496 threshold=1034.4500122070315 12.215000152587892 13.050000190734865 0 9.9049997329711932 40.565000534057624 10.550000190734865 1013.2500000000001 1 27.755000114440922 26.505000114440922 10.750000000000002 -0.87761104106903065 -0.046799220144748681 1000.4500122070314 6.9500000476837167 0.74326005578041088 171.50000000000003 2.8249999284744267 -0.74892720580101002 14.34999990463257 1014.5499877929689 1016.8500061035157 -0.81297650933265675 20.214999198913578 1026.7500000000002 257.50000000000006 12.699999809265138 0.15455166250467303 0.85335519909858715 decision_type=2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 -3 9 7 -7 -8 24 18 26 -13 14 15 -14 17 -17 -11 20 -10 22 23 28 -1 -15 -12 -26 -22 -30 right_child=-2 2 -4 -5 -6 6 8 -9 19 10 11 12 13 25 -16 16 -18 -19 -20 -21 21 -23 -24 -25 27 -27 -28 -29 29 -31 leaf_value=-2.2302509904617347e-05 0.007314210680068739 0.0044292951129773703 0.026501098471179381 -0.0044366545397389557 -0.0018843648239219675 -0.0088083031367969106 -0.0083892982861540257 -0.00092977793696248407 0.0011669411606083262 -0.0010767903124184245 -0.01434109882047435 -0.0068283588403389248 0.061641597093488924 -0.0033782357819223717 0.00061640810746637622 0.074885705033583314 -0.0024416715662766209 0.0076083647049963472 0.0020692035766931918 0.00058181722205638217 0.00077026053300405879 0.0045834393599213938 0.058243014179170133 -0.0012320009944157611 0.003058359245774675 0.012929136285723265 0.00083026992986906664 0.00047650490404839641 0.02996344556663659 0.0015564756587338755 leaf_weight=1179000 413 1001 67 2895 2908 1145 633 4165 6485 16780 212 4530 39 6796 654 28 93 25 7795 52626 102 1992 45 290 9162 180 4544 24873 305 78 leaf_count=1179000 413 1001 67 2895 2908 1145 633 4165 6485 16780 212 4530 39 6796 654 28 93 25 7795 52626 102 1992 45 290 9162 180 4544 24873 305 78 internal_value=-2.93011e-06 -5.20322e-06 -0.0017696 -0.00204798 -0.000266907 3.9631e-06 0.000583012 -0.00262863 0.000855629 -2.7357e-05 -0.00114942 -0.00268781 -0.00378263 -0.00201717 0.00580106 0.0241295 0.0141091 0.0431511 -7.89054e-05 0.000951335 0.00304403 0.00737293 0.0141494 0.0115891 1.11935e-05 -0.00295746 0.000154002 0.00117152 0.0192553 0.0241782 internal_weight=1.32986e+06 1.32945e+06 6871 6804 3909 1.32258e+06 67866 5310 62556 1.25471e+06 41676 17101 12345 7815 839 185 146 53 24575 61923 9297 2812 820 775 1.21304e+06 6976 4756 34035 485 383 internal_count=1329861 1329448 6871 6804 3909 1322577 67866 5310 62556 1254711 41676 17101 12345 7815 839 185 146 53 24575 61923 9297 2812 820 775 1213035 6976 4756 34035 485 383 cat_boundaries=0 1 2 cat_threshold=1559 2080 is_linear=0 shrinkage=0.05 Tree=328 num_leaves=31 num_cat=4 split_feature=12 14 12 136 14 76 123 136 136 122 12 28 108 5 15 108 28 33 4 1 10 23 30 34 12 14 19 34 120 136 split_gain=8.23252 9.42578 38.1336 36.7309 41.6273 24.4244 20.5356 27.2195 23.8778 26.8568 21.9104 44.4635 20.2239 19.9013 19.8767 19.6286 22.0474 19.4529 19.3573 29.6062 28.5017 20.7311 63.464 35.5534 19.2686 19.4681 19.5932 23.8898 23.6452 23.3757 threshold=0.60500001907348644 1.5950000286102297 1.5850000381469729 0 1.3049999475479128 15.065000057220461 0.49240480363368994 1 2 -0.91702514886856068 2.6350001096725468 1009.0499877929689 -0.94244751334190358 5.4500000476837167 1.1150000095367434 -0.071853891015052782 1022.9500122070314 13.250000000000002 8.6500000953674334 155.50000000000003 20.650000572204593 5.4249999523162851 1003.9500122070314 12.949999809265138 1.8750000000000002 1.8849999904632571 8.0099999904632586 12.550000190734865 -0.71322327852249134 3 decision_type=2 2 2 1 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=-1 2 15 5 12 -4 8 10 -3 -10 11 13 -5 -8 -12 16 17 -2 21 20 -20 22 23 -9 -11 -26 27 -27 29 -28 right_child=1 6 3 4 -6 -7 7 18 9 24 14 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 28 -29 -30 -31 leaf_value=-0.0011527663380957204 0.0028377866940864937 -0.00087465383370517518 7.7856499580206042e-05 -0.0079925026764976793 0.0015198111758740252 -0.0055675079789440649 0.0020762430184777581 0.016681328043341638 0.0015318223961766338 -0.0005284348630151184 -0.025267260365359402 0.0002078956445381819 0.0068541352142832829 0.012154298910157577 -0.001316028847326324 -8.7605112545478022e-05 -0.003994799585051864 0.00057705000991922686 -0.0097016263160478403 -0.00040500695417231545 0.021814756148897513 -0.001658631043780041 0.0030903412959343126 0.10694565251469612 0.0012868009805173607 0.0018680668614851289 0.0027391272006538365 -0.00019665693765215554 -0.00024056255525660127 0.00032737894538713167 leaf_weight=15383 12739 71547 12742 240 38802 2255 849 20 30702 127630 87 30489 5182 1158 19942 430802 2173 37602 2345 1906 74 28665 465 24 35745 31063 12843 25519 304803 46065 leaf_count=15383 12739 71547 12742 240 38802 2255 849 20 30702 127630 87 30489 5182 1158 19942 430802 2173 37602 2345 1906 74 28665 465 24 35745 31063 12843 25519 304803 46065 internal_value=-2.78843e-06 1.06695e-05 0.000170378 0.00136791 0.00209277 -0.000770486 -0.000101577 -0.00082979 -1.0249e-05 9.04288e-05 -0.000119284 0.000682421 0.00619696 0.00789109 -0.00142007 2.36442e-05 0.000936286 0.00114914 -0.00194322 -0.00506543 -0.0087375 -0.00148102 0.00852128 0.0659164 1.46104e-05 0.000166591 7.13195e-05 0.000936858 -6.33311e-05 0.000853704 internal_weight=1.32986e+06 1.31448e+06 542537 59221 44224 14997 771941 86024 685917 614370 52525 32496 5422 2007 20029 483316 52514 50341 33499 4325 2419 29174 509 44 583668 456038 420293 56582 363711 58908 internal_count=1329861 1314478 542537 59221 44224 14997 771941 86024 685917 614370 52525 32496 5422 2007 20029 483316 52514 50341 33499 4325 2419 29174 509 44 583668 456038 420293 56582 363711 58908 cat_boundaries=0 1 2 3 4 cat_threshold=2208 252 2084 664 is_linear=0 shrinkage=0.05 Tree=329 num_leaves=31 num_cat=0 split_feature=31 28 106 12 15 86 30 28 127 62 9 125 17 10 21 28 40 5 122 4 119 83 4 11 67 29 79 55 19 28 split_gain=8.18116 21.6854 26.3628 27.8334 28.4912 22.466 20.4152 19.5835 19.3895 27.8878 21.4977 17.7995 18.7405 28.0176 21.6397 17.354 17.9791 17.0022 16.4263 22.591 21.9802 21.6969 19.3412 19.0383 19.2396 18.7601 24.5854 19.2487 18.7353 18.4535 threshold=1013.4500122070314 1010.9500122070314 -0.76347121596336354 3.0949999094009404 3.185000061988831 0.7917323410511018 1017.7500000000001 1015.9500122070314 0.8038262426853181 0.81147095561027538 17.650000572204593 -0.71322327852249134 18.219999313354496 9.5500001907348651 6.5350000858306894 1008.8500061035157 6.4500000476837167 9.5500001907348651 0.21643137186765674 5.5499999523162851 0.47714059054851538 292.67036437988287 4.6499998569488534 9.7500000000000018 48.094999313354499 997.45001220703136 34.364999771118171 19.025000572204593 11.775000095367433 1012.5499877929689 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 5 4 -4 8 -5 11 10 -10 -2 12 18 -14 -15 16 -6 -9 20 -20 23 29 -22 -1 25 26 -25 -28 -24 -21 right_child=1 -3 3 6 15 -7 -8 17 9 -11 -12 -13 13 14 -16 -17 -18 -19 19 21 22 -23 28 24 -26 -27 27 -29 -30 -31 leaf_value=-0.00031788109023355419 0.0078000259725644356 5.427536001564132e-05 0.0020498650010384581 -0.0036740978785833669 0.02020230503606632 0.0025328090994243785 -0.053227635056135203 -0.0014293177890155485 0.017391714802712645 0.073785660282841753 0.041301709714811299 2.6950609695393433e-05 0.0007434319924426668 0.070078836452393309 0.01677452041579219 0.0087580405765193253 0.07015447559496088 -0.0069150324706920068 -0.00055420696744428713 -0.0021128154279149809 -0.00075806604445817244 -0.012152084889958874 -0.0077149073766465924 0.0092568094405141455 -0.0038871961946669014 0.0029357989233444598 0.0072153081838041552 0.069378971624555016 0.00019001383165288582 -0.0075403917359112066 leaf_weight=19118 1132 915736 4561 2028 43 1716 21 10626 101 28 50 323054 539 21 204 94 31 1629 16002 11186 8319 662 2362 333 987 6306 20 33 1098 1821 leaf_count=19118 1132 915736 4561 2028 43 1716 21 10626 101 28 50 323054 539 21 204 94 31 1629 16002 11186 8319 662 2362 333 987 6306 20 33 1098 1821 internal_value=-2.64818e-06 7.93188e-05 0.00241825 0.000685649 0.00279471 0.00629785 -0.00418197 -0.000190281 0.011226 0.0296323 0.00921719 -0.000128759 -0.000857668 0.0069298 0.0217496 0.0230163 0.0411282 -0.00215851 -0.000944845 -0.00182933 -0.000264537 -0.00332209 -0.00206472 0.000526759 0.00262962 0.00359078 0.014291 0.045921 -0.00520635 -0.00287268 internal_weight=1.32986e+06 925541 9805 6778 4729 3027 2049 404320 1311 129 1182 392065 69011 764 225 168 74 12255 68247 29671 38576 13669 11779 26797 7679 6692 386 53 3460 13007 internal_count=1329861 925541 9805 6778 4729 3027 2049 404320 1311 129 1182 392065 69011 764 225 168 74 12255 68247 29671 38576 13669 11779 26797 7679 6692 386 53 3460 13007 is_linear=0 shrinkage=0.05 Tree=330 num_leaves=31 num_cat=0 split_feature=15 17 7 31 79 38 23 35 115 120 30 131 88 114 8 107 37 15 1 121 118 7 119 120 28 17 14 34 24 7 split_gain=10.4821 21.8898 18.0366 15.9476 15.6022 13.9026 25.078 24.5193 31.1551 26.7456 23.2436 21.0607 20.5218 15.5302 15.3942 23.4739 14.1831 12.7681 12.3541 12.2858 12.2707 12.224 17.1701 11.8861 12.0808 12.2709 11.5348 11.745 12.7189 11.4949 threshold=4.9649999141693124 15.405000209808351 19.349999427795414 1017.7500000000001 63.939998626708991 12.84999990463257 9.5250000953674334 12.949999809265138 0.0087262028828263907 -0.63605400919914235 1011.9500122070314 201.50000000000003 -0.96115791797637928 -0.11319890245795249 12.150000095367433 -0.88284060359001149 11.250000000000002 5.2950000762939462 162.50000000000003 -0.8338540494441985 -0.061046212911605828 12.650000095367433 1.836970212703303e-16 0.38266885280609136 1004.1499938964845 14.039999961853029 5.305000066757203 12.750000000000002 205.50000000000003 10.550000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 5 -3 -1 6 7 11 9 17 -7 13 14 19 20 -16 -15 -9 -17 -2 -8 22 -12 24 25 -14 -21 28 -28 -6 right_child=1 3 -4 -5 29 10 12 8 -10 -11 21 -13 23 16 15 18 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-7.436453790831618e-06 -0.0095324322597259686 0.0041377145899517132 0.023977966924946085 -0.0029115294382826501 0.017545484054035779 -0.01400326402850431 -0.016679735879836118 0.019273432167080634 0.07439921865747734 0.00027158543269968394 -0.016394326566983686 -0.029553493534577854 -0.03310443629324436 0.018503568079322578 -0.0056457701641576073 0.074511898952451625 -0.023081800292180689 0.075094754025340091 0.022102788811468561 0.00035480177055886457 0.0049281750056049435 -0.0096648210747918278 0.0021033178309795733 -0.014496482089346834 -0.00380045071147173 -0.0021716843924618197 -0.032349198907613751 0.041829749166965489 0.0081598602177577473 0.0035393058282044698 leaf_weight=1318298 226 2304 61 1231 164 717 89 21 22 132 144 59 75 25 38 22 114 20 23 1565 251 503 974 535 1077 56 20 25 622 1372 leaf_count=1318298 226 2304 61 1231 164 717 89 21 22 132 144 59 75 25 38 22 114 20 23 1565 251 503 974 535 1077 56 20 25 622 1372 internal_value=-1.43507e-05 -0.00155489 -0.00309828 0.00168294 -1.56844e-06 -0.00332284 -0.00183886 0.00124237 0.0183552 0.0112282 -0.00650723 -1.40302e-05 -0.00589455 0.000657063 0.00398478 0.0232902 -0.0156024 0.0465033 0.047725 0.00157654 -0.000728013 -0.00319158 -0.000279205 -0.00829211 -0.00554431 -0.0198813 0.00270137 0.00820719 0.0068979 0.00503476 internal_weight=1.33078e+06 10951 7416 3535 1.31983e+06 7355 5017 2851 195 173 2338 2656 2166 2597 423 83 139 41 45 2458 340 1621 1118 1743 1208 131 2232 667 642 1536 internal_count=1330785 10951 7416 3535 1319834 7355 5017 2851 195 173 2338 2656 2166 2597 423 83 139 41 45 2458 340 1621 1118 1743 1208 131 2232 667 642 1536 is_linear=0 shrinkage=0.05 Tree=331 num_leaves=31 num_cat=2 split_feature=15 16 43 7 117 136 79 22 79 85 30 29 27 124 114 94 125 71 2 136 36 27 30 113 0 95 30 43 13 39 split_gain=9.46011 27.0199 18.1676 16.4324 16.0083 16.3077 14.0809 13.7627 11.0832 18.0287 17.2671 14.4783 13.2216 19.9082 14.4966 13.8578 16.5268 14.7325 12.4417 15.8863 21.7153 19.3349 16.6179 18.6617 12.0228 14.3442 12.6308 17.5771 11.7406 12.2698 threshold=4.9649999141693124 15.405000209808351 12.250000000000002 19.750000000000004 -0.33379416167736048 0 63.939998626708991 11.925000190734865 43.924999237060554 0.82825106382370006 1020.2500000000001 1022.8500061035157 167.50000000000003 -0.91702514886856068 -0.07845610752701758 0.3428188562393189 0.87878364324569713 305.49931335449224 168.50000000000003 1 11.050000190734865 240.50000000000003 1004.7500000000001 -0.91702514886856068 236.50000000000003 0.075967129319906249 1006.7500000000001 4.2500000000000009 4.4849998950958261 10.449999809265138 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=6 3 4 8 -3 -6 -1 -7 11 10 -10 12 13 -2 15 17 18 24 -17 20 -20 -22 23 -21 26 -26 27 -14 -18 -30 right_child=1 2 -4 -5 5 7 -8 -9 9 -11 -12 -13 14 -15 -16 16 28 -19 19 22 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-7.0646314435255178e-06 0.059781085327267648 0.017780074023463825 -0.010272367030054077 0.026687473703540215 0.007855157973825324 0.0018999483919045054 0.0047830192619386482 -0.0088250275640684127 -0.013845451658090525 -0.0017247082404339286 0.0064098990527660746 -0.0083565834784459173 0.012161560119446064 -0.007483957665549084 -0.017416330813056363 -0.008445182440133446 -0.0037068534193876916 0.046943592391908172 -0.008806301813054378 0.0060359733279648367 0.032451798595101028 0.0055073357739248915 -0.0028551241131718314 -0.029853096592426298 -0.021335184927422392 0.0029573000138287315 0.0017852976924403294 0.061030647344887258 0.025111569166183473 0.0051190975237157994 leaf_weight=1318298 22 182 264 46 935 1544 1536 371 854 972 120 810 230 22 137 999 259 20 239 51 77 492 1053 125 92 179 406 20 100 330 leaf_count=1318298 22 182 264 46 935 1544 1536 371 854 972 120 810 230 22 137 999 259 20 239 51 77 492 1053 125 92 179 406 20 100 330 internal_value=-1.36332e-05 -0.00147715 0.00230784 -0.00310684 0.00340321 0.00248511 -1.49001e-06 -0.000176917 -0.00328696 -0.00654226 -0.0113499 -0.00216833 -0.00113547 0.0261486 -0.0013851 -0.000915008 -0.00228803 0.00448574 -0.0038746 -0.00163307 0.00379424 0.0091536 -0.00518987 -0.0194534 0.00356971 -0.0052896 0.00722958 0.0160711 0.00470302 0.00976851 internal_weight=1.33078e+06 10951 3296 7655 3032 2850 1.31983e+06 1915 7609 1946 974 5663 4853 44 4809 4672 3725 947 3036 2037 808 569 1229 176 927 271 656 250 689 430 internal_count=1330785 10951 3296 7655 3032 2850 1319834 1915 7609 1946 974 5663 4853 44 4809 4672 3725 947 3036 2037 808 569 1229 176 927 271 656 250 689 430 cat_boundaries=0 1 2 cat_threshold=265 208 is_linear=0 shrinkage=0.05 Tree=332 num_leaves=31 num_cat=3 split_feature=43 55 43 86 43 34 31 79 11 136 35 101 115 16 127 21 29 31 23 126 136 117 29 136 30 56 6 27 126 77 split_gain=9.18972 26.546 21.4855 58.0338 47.8147 29.2209 27.484 27.9132 22.1826 34.2054 24.7101 24.0138 34.2831 33.3213 28.0791 39.2802 27.2511 31.2519 24.8634 20.8627 20.6024 20.4316 20.0874 19.3105 22.966 18.3113 18.3106 17.6096 20.6291 16.7439 threshold=9.7500000000000018 110.27499771118165 1.0000000180025095e-35 0.84454995393753063 5.5499999523162851 14.250000000000002 1005.9500122070314 28.595000267028812 15.34999990463257 0 12.250000000000002 0.05007451958954335 0.13052122294902804 10.405000209808351 -0.98897820711135853 7.5150001049041757 1014.2500000000001 1003.0499877929689 6.6449999809265146 -0.07845610752701758 1 -0.95878320932388295 1015.7500000000001 2 1001.8500061035157 325.83798217773443 17.150000572204593 184.50000000000003 -0.92384436726570118 15.614999771118166 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 left_child=2 -2 8 4 6 19 7 -4 -1 10 -10 16 14 -14 15 -13 17 21 -17 23 -21 -12 -8 24 -6 29 27 28 -16 -22 right_child=1 -3 3 -5 5 -7 22 -9 9 -11 11 12 13 -15 26 18 -18 -19 -20 20 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-6.1686167788284018e-05 0.00022039820448202827 -0.014347350390735099 -0.015602053981699804 -0.0065567889481634506 0.060036988904522297 -0.0031120010340614213 0.00075481704441234497 0.039384733625289908 0.0017785193067291539 -0.00039116031026529977 0.049082344165071845 -0.015704441161027979 0.00042143460363149639 0.084312384652680372 0.064892580825835475 0.091434409890485846 0.016110830713898457 -0.011837985348533983 0.032363622638844895 -0.001558801515703877 0.00062510333853296437 0.0042494126582433558 -0.0038553091181972943 0.0012283774765238847 0.0072112532055079231 0.013868631059753042 -0.026352108969557576 0.0066000465234271853 0.012330010450179023 -0.0053113582888710343 leaf_weight=853578 348888 313 602 4186 21 7152 3090 24 11830 15270 28 35 20 29 28 23 203 516 79 19891 29862 275 10041 19530 1016 254 41 2667 56 1237 leaf_count=853578 348888 313 602 4186 21 7152 3090 24 11830 15270 28 35 20 29 28 23 203 516 79 19891 29862 275 10041 19530 1016 254 41 2667 56 1237 internal_value=-1.29486e-05 0.000207341 -9.1317e-05 -0.000798116 -0.000538131 -6.42012e-05 -0.00325841 -0.0134939 -1.38956e-05 0.00129778 0.00292537 0.00632448 0.00859399 0.0500712 0.00790011 0.0300005 -0.000288657 -0.00435349 0.0456835 0.000239344 -0.00030057 0.00839239 -0.00277045 0.00158457 0.00820192 0.000498017 0.00681567 0.00731 0.0298509 0.000388973 internal_weight=1.33078e+06 349201 981584 96906 92720 78963 13757 626 884678 31100 15830 4000 2978 49 2929 137 1022 819 102 71811 51244 303 13131 20567 1037 31353 2792 2751 84 31099 internal_count=1330785 349201 981584 96906 92720 78963 13757 626 884678 31100 15830 4000 2978 49 2929 137 1022 819 102 71811 51244 303 13131 20567 1037 31353 2792 2751 84 31099 cat_boundaries=0 1 2 3 cat_threshold=2205 5133 4 is_linear=0 shrinkage=0.05 Tree=333 num_leaves=31 num_cat=1 split_feature=79 67 19 136 12 9 64 76 31 110 76 81 36 93 20 67 39 35 11 27 52 76 76 79 41 134 10 28 58 30 split_gain=8.92328 36.047 31.1841 24.9036 23.1887 22.9229 29.8162 21.7823 23.7998 25.8157 21.496 22.0788 20.5841 24.3307 20.3849 20.0482 19.7776 21.1873 18.7417 17.6733 17.2498 23.8876 22.1161 37.943 29.336 29.0139 24.3086 22.1981 30.3613 22.0354 threshold=7.6649999618530282 17.425000190734867 7.4149999618530282 0 3.8850001096725468 5.3500001430511483 3.9150000810623173 9.7650003433227557 1018.2500000000001 0.53447160124778759 30.98499965667725 240.46497344970706 15.34999990463257 0.32617092132568365 6.5150001049041757 23.494999885559086 11.550000190734865 13.34999990463257 2.8500000238418584 178.50000000000003 1.2549999952316286 3.8649998903274541 13.644999980926515 14.614999771118166 5.9500000476837167 1020.5499877929689 25.150000572204593 997.54998779296886 264.75444030761724 1001.8500061035157 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 5 4 16 -2 18 8 14 12 -1 -12 -10 15 -3 -14 -4 -18 -7 -8 -5 -22 -23 -24 25 26 -25 28 -26 -29 right_child=2 7 3 20 -6 6 19 -9 9 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21 21 22 23 24 27 -27 -28 29 -30 -31 leaf_value=3.0540242695000756e-05 0.0025917442182255357 0.0079070046873831804 0.00023764826936410602 -0.0012961586895360224 -0.0087061657213214818 -0.0078273886908714028 -0.0045377150090234871 0.0046211301454847876 0.0031032648653452934 -0.001897069497289164 -0.010157379552661184 -0.0011506788151964286 0.0077771374569526493 0.0021281829324400927 -0.0010885327578615551 0.025154536649798893 -0.003324032543013191 -0.00045086446007988937 -0.00050282634341208463 0.0024708249842202421 0.0054976005595171887 -0.00065885798254402975 0.0018669111673556803 0.0001198453273122873 -0.012026334039512136 -0.0070309178581850779 0.039105925825424492 -0.02700237854162249 0.071127573368342023 -0.0037389606020568236 leaf_weight=924192 14411 672 12933 33982 1106 905 960 5688 7056 2268 1024 2028 328 520 10026 336 15663 10869 24968 14274 1895 111150 29843 97272 21 1433 40 104 23 4795 leaf_count=924192 14411 672 12933 33982 1106 905 960 5688 7056 2268 1024 2028 328 520 10026 336 15663 10869 24968 14274 1895 111150 29843 97272 21 1433 40 104 23 4795 internal_value=-1.23014e-05 6.90453e-05 -0.000218372 -0.00040754 -0.00156527 0.000875817 0.00027426 0.00187359 0.00113663 0.00282676 1.67058e-05 -0.00417259 0.00412696 0.0102276 -0.000523474 0.0165705 -0.00136555 -0.00214702 -0.000759029 0.00202917 -0.000240058 -9.45207e-05 -0.00013783 0.000295868 -0.000156302 3.18652e-05 0.000135871 -0.00391527 0.0314405 -0.00423282 internal_weight=1.33078e+06 954138 376647 321129 40571 55518 41107 26894 21206 10508 927244 3052 8240 1184 10698 664 39465 26532 25873 15234 280558 246576 244681 133531 103688 98745 97312 4943 44 4899 internal_count=1330785 954138 376647 321129 40571 55518 41107 26894 21206 10508 927244 3052 8240 1184 10698 664 39465 26532 25873 15234 280558 246576 244681 133531 103688 98745 97312 4943 44 4899 cat_boundaries=0 1 cat_threshold=2144 is_linear=0 shrinkage=0.05 Tree=334 num_leaves=31 num_cat=2 split_feature=15 16 31 34 29 7 28 25 1 3 12 136 120 136 30 39 35 119 95 112 85 76 19 26 31 106 19 71 123 56 split_gain=8.73498 22.3688 15.4013 14.7908 23.9319 16.4684 14.6594 20.3148 15.1021 13.9896 13.8962 15.5016 13.8957 19.6504 20.1559 24.6811 33.3198 22.2963 20.1141 17.1416 13.2135 12.4639 14.8319 12.8395 15.1419 21.2365 13.5196 12.4129 11.8021 14.7461 threshold=4.8450000286102304 15.405000209808351 1017.7500000000001 9.4499998092651385 1003.0499877929689 19.750000000000004 1009.0499877929689 260.50000000000006 93.500000000000014 304.50000000000006 5.305000066757203 0 0.52247866988182079 1 1001.8500061035157 11.750000000000002 12.34999990463257 -0.07845610752701758 -0.052609689533710473 -0.97625884413719166 0.71694877743721019 42.295000076293952 8.7100000381469744 174.50000000000003 1005.9500122070314 -0.86774098873138417 14.039999961853029 305.26544189453131 0.36648726463317877 264.26719665527349 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 4 10 12 7 -6 -9 -8 11 -2 13 14 15 16 -5 -18 -16 -17 -14 22 -15 -24 25 -25 -27 -23 -20 -30 right_child=1 2 -4 5 6 -7 9 8 -10 -11 -12 -13 20 21 18 19 17 -19 28 -21 -22 27 23 24 -26 26 -28 -29 29 -31 leaf_value=1.1476025624620935e-06 -0.0058406954301297408 0.0043443550062211862 -0.0023729502648848211 0.010358833977825423 0.048188991982627799 0.03010438367633558 -0.0098317840955398639 0.039403719253838065 -0.0015598111793709299 -7.4792150105456207e-05 -0.038360111897308674 -0.028706259615553009 -0.011474409452148844 0.041389522140379997 -0.014569094689919593 0.017883868215605617 0.073476454074633255 0.012487625601616772 0.0045866787631431661 -0.014167328511780881 0.0041605034065981469 -0.016843489549470358 0.026742816382111647 0.011820012612831004 -0.00067488889312653042 -0.020570968995693242 -0.0030382878635877701 -0.0038367278797340285 -0.019127637181395946 0.0069614042160346321 leaf_weight=1317560 273 2427 1316 119 27 41 835 25 225 656 63 102 605 20 188 75 47 22 1298 94 174 284 39 96 2966 293 176 518 126 95 leaf_count=1317560 273 2427 1316 119 27 41 835 25 225 656 63 102 605 20 188 75 47 22 1298 94 174 284 39 96 2966 293 176 518 126 95 internal_value=-1.16863e-05 -0.00129029 0.00198262 -0.00258226 -0.00616866 -0.0014949 -0.00357656 0.00698642 0.00253654 -0.00553897 -0.0166317 -0.0129814 -0.00167397 -0.000912809 0.00310326 0.0139226 0.0263874 0.0540307 0.000858682 5.65754e-05 -0.00798214 -0.00280083 -0.00154827 -0.00178881 -0.00210395 -0.00960586 -0.0139915 -0.00844261 0.00276811 -0.00791289 internal_weight=1.33078e+06 13225 3743 9482 2206 7276 1768 277 250 1491 438 375 7235 6456 2064 357 188 69 1707 169 779 4392 3590 3570 3531 565 469 802 1519 221 internal_count=1330785 13225 3743 9482 2206 7276 1768 277 250 1491 438 375 7235 6456 2064 357 188 69 1707 169 779 4392 3590 3570 3531 565 469 802 1519 221 cat_boundaries=0 1 2 cat_threshold=153 148 is_linear=0 shrinkage=0.05 Tree=335 num_leaves=31 num_cat=2 split_feature=117 52 112 126 32 124 41 43 6 38 111 35 82 34 15 8 12 40 136 35 87 12 99 136 1 32 15 18 12 104 split_gain=9.54504 16.835 16.2245 14.62 16.5862 15.8619 14.3772 11.404 12.056 10.9797 12.1469 12.3015 12.4717 11.2954 10.6886 9.68029 19.7488 16.0486 40.7946 20.8968 19.3138 17.5345 17.8439 16.5082 19.6927 25.2714 23.9579 17.0892 16.3278 16.5616 threshold=0.8038262426853181 0.64499998092651378 -0.14780378341674802 0.98321744799613964 11.34999990463257 0.96811076998710643 12.449999809265138 11.050000190734865 6.6499998569488534 12.250000000000002 -0.94340083003044117 11.550000190734865 342.21203613281256 12.250000000000002 1.1749999523162844 14.150000095367433 6.0650000572204599 9.2500000000000018 0 10.550000190734865 0.80740728974342357 3.495000004768372 -0.97114610671997059 1 322.50000000000006 13.050000190734865 1.5950000286102297 20.524999618530277 1.3650000095367434 -0.93251299858093251 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 left_child=15 2 3 -2 -5 -6 7 14 -9 10 -3 12 -12 -13 -7 -1 17 23 -19 -20 21 22 -21 -17 27 26 -26 28 -25 -30 right_child=1 9 -4 4 5 6 -8 8 -10 -11 11 13 -14 -15 -16 16 -18 18 19 20 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=-1.808168327667918e-06 -0.0014672396557443763 0.036718619801104073 -0.0055994309634391634 -0.0016883190883460791 -0.001670208667794056 0.02243859719775327 -0.0022915578440600892 0.0041541892235090931 0.016617053958926677 -0.00043650731902253104 0.00080062293352324522 0.0047502756213677671 -0.0039821071021318008 0.00055385241900397374 0.0032937756875990282 2.4696592166677901e-05 -0.0082970566775263897 0.0037399395146311626 -0.015068605716170913 0.026552205293386755 -0.0098858213802148071 -0.005715464864325389 -0.00041684951345201285 0.039013587683439259 0.019500813607445516 -0.0024947527679898863 0.004204814445260969 0.026738238826510496 0.010674522757276102 0.0005904315563676002 leaf_weight=1179665 32296 24 2031 3108 1177 77 514 320 493 29060 8566 3502 1621 2958 1371 20601 613 3381 330 62 752 1855 5706 28 264 1434 8444 64 416 19166 leaf_count=1179665 32296 24 2031 3108 1177 77 514 320 493 29060 8566 3502 1621 2958 1371 20601 613 3381 330 62 752 1855 5706 28 264 1434 8444 64 416 19166 internal_value=-4.99563e-06 -0.000510929 -0.00124156 -0.00101667 0.00104449 0.00319367 0.00525666 0.00697262 0.0117116 0.000150297 0.00117318 0.00112194 3.9574e-05 0.00282876 0.00431184 3.04699e-05 0.00063376 0.00072135 -0.000915037 -0.00272418 -0.00224103 -0.00148688 -0.00012696 0.00111363 0.00186537 0.00365571 0.00466854 0.000943399 0.000859214 0.000804658 internal_weight=1.3299e+06 87118 41387 39356 7060 3952 2775 2261 813 45731 16671 16647 10187 6460 1448 1.24278e+06 63116 62503 12086 8705 8375 7623 5768 50417 29816 10142 8708 19674 19610 19582 internal_count=1329899 87118 41387 39356 7060 3952 2775 2261 813 45731 16671 16647 10187 6460 1448 1242781 63116 62503 12086 8705 8375 7623 5768 50417 29816 10142 8708 19674 19610 19582 cat_boundaries=0 1 2 cat_threshold=5283 6368 is_linear=0 shrinkage=0.05 Tree=336 num_leaves=31 num_cat=2 split_feature=30 23 40 12 106 28 136 103 23 78 30 107 56 136 31 39 15 40 40 7 78 3 65 112 86 21 117 52 112 126 split_gain=9.42447 16.6764 13.252 14.213 13.6116 11.8236 11.2413 25.0434 17.1401 15.5646 13.9313 11.5078 10.5378 10.5049 10.2121 10.2102 18.1353 17.0186 12.8456 9.07317 10.4915 10.3075 12.0044 11.944 9.03869 9.72129 9.00181 14.8715 14.5422 12.7194 threshold=1029.4500122070315 9.6949996948242205 0.25000000745058065 3.7350000143051152 -0.98711019754409779 1031.9500122070315 0 0.067031357437372222 6.5250000953674325 19.535000801086429 1031.2500000000002 -0.93231478333473194 284.96403503417974 1 1027.549987792969 10.150000095367433 2.685000061988831 7.7500000000000009 5.1499998569488534 3.0499999523162846 3.4750000238418584 154.50000000000003 50.715000152587898 -0.5663846731185912 0.7135811746120454 8.5250000953674334 0.8038262426853181 0.64499998092651378 -0.14780378341674802 0.98897820711135875 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 2 4 13 24 -5 7 -6 -9 10 11 -10 14 -4 -3 16 17 -15 -17 20 -8 -21 -23 -24 -2 -26 -1 28 29 -28 right_child=1 12 3 5 6 -7 19 8 9 -11 -12 -13 -14 15 -16 18 -18 -19 -20 21 -22 22 23 -25 25 -27 27 -29 -30 -31 leaf_value=2.0262969130988937e-05 -0.0063947859190164082 0.034420522533002353 -0.0046891428863161892 -0.0044280753644804164 0.047837428462046847 -0.035279898897235124 0.013978815251386046 0.022193847333274591 0.034557055244222284 0.031230297161988458 0.012162590275984257 -0.0041538443428729204 -0.009458231859282927 0.06678422467690931 -0.00085566402240944096 -0.020671187179094112 -0.0099686829630157049 0.0089173956192098568 0.0051041017722847533 -0.0038735074564066941 0.0020414879927732016 0.0020568346664422226 0.01116413723810443 0.054977008532732734 0.010556376503448782 0.036541373795718222 -0.0013524440245442826 0.00011719551932560702 -0.0053194594366540518 0.0011986813306519004 leaf_weight=1236422 31 21 531 75 39 53 318 154 20 49 235 479 441 27 890 54 29 24 461 789 437 1388 70 20 73 71 33506 45441 2031 5720 leaf_count=1236422 31 21 531 75 39 53 318 154 20 49 235 479 441 27 890 54 29 24 461 789 437 1388 70 20 73 71 33506 45441 2031 5720 internal_value=-4.74444e-06 0.0018548 0.00309259 -0.00141461 0.00444701 -0.0172027 0.00384957 0.00849235 0.00694535 0.00394629 0.00212488 -0.00260231 -0.00311375 0.000380125 -4.24918e-05 0.00490057 0.0216012 0.0395528 0.00240145 0.00231435 0.0070694 0.000740943 0.00320427 0.0209003 0.0180961 0.0233684 -1.42718e-05 -0.000506781 -0.00119404 -0.000980435 internal_weight=1.3299e+06 6779 5427 1254 4173 128 3998 976 937 783 734 499 1352 1126 911 595 80 51 515 3022 755 2267 1478 90 175 144 1.32312e+06 86698 41257 39226 internal_count=1329899 6779 5427 1254 4173 128 3998 976 937 783 734 499 1352 1126 911 595 80 51 515 3022 755 2267 1478 90 175 144 1323120 86698 41257 39226 cat_boundaries=0 1 2 cat_threshold=271 932 is_linear=0 shrinkage=0.05 Tree=337 num_leaves=31 num_cat=2 split_feature=80 122 21 53 64 136 6 4 6 43 19 9 114 136 71 2 79 120 12 86 113 88 20 117 119 11 55 40 16 75 split_gain=8.93003 11.7841 11.5681 16.1579 11.8715 12.4688 18.6428 9.6515 15.1955 27.2582 23.8429 23.156 15.8262 15.1891 21.007 22.0179 20.4925 18.7078 19.2991 17.0477 14.6928 14.2275 13.9446 13.6465 13.7537 16.6748 13.2664 15.3421 13.1554 12.6542 threshold=336.66778564453131 -0.21643137186765668 4.4249999523162851 0.37500000000000006 0.92500001192092907 0 12.550000190734865 13.750000000000002 13.250000000000002 0.35000000894069677 12.309999942779543 10.650000095367433 0.39873388409614569 1 269.32733154296881 322.50000000000006 22.07499980926514 0.608738273382187 3.804999947547913 0.84951806068420421 0.36648726463317877 -0.999922215938568 7.9149999618530282 -0.99687939882278431 -0.99809679388999928 18.550000190734867 7.9349999427795419 6.6499998569488534 11.269999980926515 0.76178860664367687 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 -2 3 -3 -4 -6 -7 8 -1 10 23 -12 -13 14 15 17 20 18 -9 21 -16 -15 26 -10 25 -25 -18 28 -28 -21 right_child=1 2 4 -5 5 6 -8 13 9 -11 11 12 -14 19 16 -17 22 -19 -20 29 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=1.2078794855270868e-05 -0.003230464995600057 0.054556063218447186 -0.0066414350845608637 0.0021964903411039482 0.00095334109938985097 -0.0041579064625490705 -0.050746723704717382 -0.0004362800826651893 -0.014500813349196949 -0.0050974228992424053 0.017487346512141785 0.0017596724149253604 0.04023492997857156 0.025981067230218442 0.010272544563608755 0.0083371950320199808 0.0014509799900206579 0.014192128685733694 -0.01094785913373815 -0.00018947771846145728 0.053500108467414979 0.001116625106967233 -0.0072138713054647231 0.0026043584762031544 -0.0015747139580283118 0.045489421284154938 0.015577236722110505 -0.026461963388885186 0.0026564146366457662 -0.0067243187069520177 leaf_weight=1284227 4933 23 684 41 6935 896 22 1302 202 4035 271 2645 27 58 1147 582 1463 153 657 1620 20 7133 294 68 8205 34 505 29 323 1365 leaf_count=1284227 4933 23 684 41 6935 896 22 1302 202 4035 271 2645 27 58 1147 582 1463 153 657 1620 20 7133 294 68 8205 34 505 29 323 1365 internal_value=-4.50898e-06 -0.00128231 -0.000164964 0.0210132 -0.000323732 0.000226543 -0.00521758 8.6285e-06 -6.69562e-06 -0.00156352 -0.000318391 0.00356091 0.00214846 0.00120477 0.00309553 -0.000273622 0.00550427 -0.00264649 -0.0039616 -1.36071e-06 0.0110134 0.00131717 0.00304477 -0.00166012 -0.00134787 0.0168994 0.00434479 0.00928487 0.0105369 -0.00317777 internal_weight=1.3299e+06 13534 8601 64 8537 7853 918 1.31636e+06 1.29971e+06 15487 11452 2943 2672 16651 6475 2694 3781 2112 1959 10176 1167 7191 2614 8509 8307 102 2320 857 828 2985 internal_count=1329899 13534 8601 64 8537 7853 918 1316365 1299714 15487 11452 2943 2672 16651 6475 2694 3781 2112 1959 10176 1167 7191 2614 8509 8307 102 2320 857 828 2985 cat_boundaries=0 1 2 cat_threshold=405 5892 is_linear=0 shrinkage=0.05 Tree=338 num_leaves=31 num_cat=1 split_feature=135 22 14 132 14 23 67 30 20 24 136 109 33 106 22 125 66 55 127 13 71 35 12 35 34 34 77 108 4 35 split_gain=8.64689 21.2471 16.2485 11.3507 14.0709 11.2995 11.0273 8.49976 15.9976 11.8599 13.7193 21.0202 12.5727 12.5556 12.9694 10.0322 10.1319 9.40327 9.05982 13.0695 8.95891 8.27918 8.04768 8.4161 38.7713 24.735 40.5243 31.8238 24.0274 24.0059 threshold=1028.350036621094 8.4349999427795428 3.4650000333786015 1028.1499633789065 1.6950000524520876 8.6149997711181658 40.495000839233406 1029.4500122070315 11.09500026702881 279.50000000000006 0 0.21521715074777606 9.9499998092651385 -0.98711019754409779 5.8350000381469735 -0.89490029215812672 58.539999008178718 42.715000152587898 -0.33379416167736048 2.2350000143051152 311.66586303710943 11.650000095367433 0.51499998569488536 11.550000190734865 12.250000000000002 10.750000000000002 7.2750000953674325 0.42234969139099127 6.1499998569488534 13.250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 21 5 7 -5 -3 -4 22 9 10 12 -12 18 -11 -15 -16 -17 -10 19 -9 -18 -2 -1 25 28 -24 27 -27 -25 -26 right_child=1 2 6 4 -6 -7 -8 8 17 13 11 -13 -14 14 15 16 20 -19 -20 -21 -22 -23 23 24 29 26 -28 -29 -30 -31 leaf_value=-0.0019146527346980855 -0.011225095828841172 0.011984741498923137 -0.013483711526108286 0.017231937768519858 -0.019446225360343627 0.047417839971458313 0.029585976743787202 0.044111474149110846 -0.0013286221490349049 0.014649792196273449 0.048524011814213813 0.010046544242569984 -0.00073114385523653162 0.010343962811373541 -0.011264745504459829 1.9327613315908354e-05 0.0039562095142900945 -0.015238270939043466 0.0061497044907303866 0.010590422966517509 0.028793834473821847 0.014102065960072319 5.5622534492499953e-05 0.00028656718707674575 -0.00054698230172660117 0.0021856471393068653 -0.001937444465702274 -0.00055017057538417422 0.0016367160035101883 0.00010042490983415969 leaf_weight=5544 121 36 42 32 143 60 23 41 312 168 47 145 629 326 189 3909 100 199 557 100 57 44 286613 77392 189258 13020 47301 57898 57386 588207 leaf_count=5544 121 36 42 32 143 60 23 41 312 168 47 145 629 326 189 3909 100 199 557 100 57 44 286613 77392 189258 13020 47301 57898 57386 588207 internal_value=-4.28317e-06 0.00813784 0.0210601 -6.27955e-06 -0.0127394 0.0341304 0.00175633 -4.60339e-06 0.00176135 0.00245488 0.00630052 0.0185019 0.00436283 0.00122482 0.000732486 -3.90499e-06 0.000519533 -0.00674549 0.00901576 0.0203377 0.0129737 -0.00447119 -1.36547e-05 -5.65277e-06 7.85454e-05 -0.000195384 -0.000803929 -4.78955e-05 0.000861436 -5.71732e-05 internal_weight=1.3299e+06 326 161 1.32957e+06 175 96 65 1.3294e+06 6779 6268 1519 192 1327 4749 4581 4255 4066 511 698 141 157 165 1.32262e+06 1.31708e+06 912243 404832 118219 70918 134778 777465 internal_count=1329899 326 161 1329573 175 96 65 1329398 6779 6268 1519 192 1327 4749 4581 4255 4066 511 698 141 157 165 1322619 1317075 912243 404832 118219 70918 134778 777465 cat_boundaries=0 1 cat_threshold=2292 is_linear=0 shrinkage=0.05 Tree=339 num_leaves=31 num_cat=2 split_feature=120 31 136 34 125 28 15 136 12 30 31 16 35 72 123 68 10 103 43 83 15 123 126 14 123 28 9 83 106 23 split_gain=8.43106 11.816 31.4548 32.2103 23.5661 36.5356 22.3357 21.7215 20.662 19.5359 18.8131 17.923 22.7016 16.707 16.1364 18.7339 15.3598 14.2825 14.2318 13.9665 15.2569 13.0479 17.4225 17.9051 21.9814 12.9223 16.7438 12.7719 13.517 12.7582 threshold=0.96811076998710643 1022.0499877929689 0 5.2500000000000009 -0.14780378341674802 1021.8500061035157 3.4050000905990605 1 4.9549999237060556 1023.0499877929689 1024.049987792969 20.524999618530277 14.750000000000002 0.94551345705986034 -0.3172925859689712 299.66157531738287 14.949999809265138 -0.29019172489643091 12.150000095367433 312.23356628417974 1.8949999809265139 0.41467745602130895 -0.19936034083366391 1.1050000190734866 -0.85260769724845875 1020.7500000000001 14.250000000000002 294.81904602050787 -0.774838626384735 9.4849996566772479 decision_type=2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 13 5 10 7 18 11 -1 27 21 29 19 -6 -16 -12 -8 -7 20 -3 22 23 24 -5 -23 -27 -4 -29 -13 right_child=-2 2 4 8 14 6 17 -9 -10 -11 16 12 -14 -15 15 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-1.5183508999604885e-05 -0.0006965881141704996 0.01422660856001021 0.0027878926883080756 0.054949398061915025 0.0001327862422449814 0.0021555721997262496 0.022309515017854133 -0.0020085303469320544 -0.008908134398734547 -0.0024423257654989541 0.010290546858844351 0.0056211768604979033 0.063596806551019347 0.05065226973965764 -0.00096903696610040979 -0.0048162586464282038 0.050002656556665893 -0.0059254458858070862 0.030664754522414035 0.030450996336742087 0.0035281964294793175 0.0049683344426185647 0.0013086009689468436 0.0041481958913661713 0.011155166307200245 -0.0013332075979977358 0.038860856610475683 0.019958027429288247 -0.0027483036491258812 0.037104060574249066 leaf_weight=1145296 42544 480 3903 37 36432 8576 46 4422 496 8351 935 247 21 23 25577 3611 25 1701 44 65 1090 959 33355 3657 127 7501 26 222 93 37 leaf_count=1145296 42544 480 3903 37 36432 8576 46 4422 496 8351 935 247 21 23 25577 3611 25 1701 44 65 1090 959 33355 3657 127 7501 26 222 93 37 internal_value=-4.06901e-06 1.88171e-05 0.00046377 0.00148636 -0.000111339 0.00139273 0.000127168 0.00083834 0.0012423 -3.27531e-05 0.00500733 0.00135183 0.0134322 0.00833463 -0.000569017 -0.001445 0.0113247 -0.005182 0.00229843 0.00773934 0.00679905 0.00127114 0.00167496 0.00487301 0.0210356 -0.000497923 -0.00119437 0.00356952 0.0132543 0.00972282 internal_weight=1.3299e+06 1.28736e+06 133708 48121 85587 19967 14789 13042 46463 1.15365e+06 5178 45967 305 1658 65620 29188 960 1747 8620 1635 1570 45662 37176 3821 164 8486 7527 4218 315 284 internal_count=1329899 1287355 133708 48121 85587 19967 14789 13042 46463 1153647 5178 45967 305 1658 65620 29188 960 1747 8620 1635 1570 45662 37176 3821 164 8486 7527 4218 315 284 cat_boundaries=0 1 2 cat_threshold=785 198 is_linear=0 shrinkage=0.05 Tree=340 num_leaves=31 num_cat=3 split_feature=5 4 136 124 11 2 127 11 136 2 33 123 136 63 39 35 120 22 120 127 87 76 79 71 26 28 54 31 124 11 split_gain=9.86533 40.0762 30.6965 29.1116 26.8266 25.6023 28.0789 23.5181 23.2743 25.3445 22.564 25.1899 20.639 20.4559 19.7417 19.1057 18.0728 17.7186 18.5953 17.6722 29.049 17.4584 24.8672 39.5258 23.9539 21.1772 25.5575 23.0055 30.2586 31.3479 threshold=7.4500000476837167 7.5499999523162851 0 -0.91702514886856068 9.1500000953674334 330.50000000000006 0.89490029215812694 5.2500000000000009 1 340.50000000000006 15.84999990463257 -0.93038213253021229 2 0.79544508457183849 10.34999990463257 10.84999990463257 0.9170251488685609 7.4549999237060556 -0.73724925518035878 -0.97233289480209339 0.88937434554100048 12.984999656677248 13.715000152587892 267.39253234863287 290.50000000000006 1015.9500122070314 15.045000076293947 1018.1499938964845 -0.3172925859689712 11.050000190734865 decision_type=2 2 1 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 21 3 7 -5 6 10 -2 9 15 11 12 17 -13 -15 -7 -3 18 -4 20 -6 24 23 -23 -1 26 27 -26 29 -29 right_child=2 16 5 4 19 8 -8 -9 -10 -11 -12 13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00017316446767728154 -0.0096243742972963921 0.0016062894690149637 0.023831053100856339 0.0028428077867266011 0.0059790818287234759 -0.0039418844211263201 -0.0024320147772731436 -0.001084489336943431 0.0014587603222657966 0.0011894392595292506 -0.0024079476594456015 -0.00065467395323632563 0.0009304480542007311 -0.0056658882345356158 0.0020380277207678846 -0.00036669825756176807 -0.0043951371909767209 0.0022968442189318255 0.0071804254402998398 0.0002858755440113009 0.064157967709682212 -0.0017492977428704506 0.00019942958832881816 0.0034184077171356825 0.00012696024247903353 -0.00075667318750142533 -0.0021093676920270854 0.013643770737878395 0.0012915027334917068 0.077486232593655599 leaf_weight=489215 916 49609 242 16916 867 6547 20516 6725 30486 11737 14400 173969 12868 898 11242 8706 1287 1013 546 37368 22 4827 59533 15851 164351 175598 13107 498 1029 20 leaf_count=489215 916 49609 242 16916 867 6547 20516 6725 30486 11737 14400 173969 12868 898 11242 8706 1287 1013 546 37368 22 4827 59533 15851 164351 175598 13107 498 1029 20 internal_value=6.34314e-06 8.86017e-05 -0.000218936 0.00078406 0.00118476 -0.000433848 -0.000664601 -0.00210825 0.000512332 -0.00055702 -0.000496088 -0.000358968 0.00163587 -0.0005162 0.00146817 -0.00190126 0.00145453 0.00663409 0.0122939 0.000451628 0.00741883 1.33656e-05 0.00071828 0.00221208 -5.36417e-05 -0.000366546 1.61551e-05 0.000184085 0.00625293 0.0161087 internal_weight=1.33091e+06 974925 355984 62814 55173 293170 235694 7641 57476 26990 215178 200778 14669 186109 12140 15253 50896 1801 788 38257 889 924029 80211 20678 843818 354603 179005 165898 1547 518 internal_count=1330909 974925 355984 62814 55173 293170 235694 7641 57476 26990 215178 200778 14669 186109 12140 15253 50896 1801 788 38257 889 924029 80211 20678 843818 354603 179005 165898 1547 518 cat_boundaries=0 1 2 3 cat_threshold=1042 2720 777 is_linear=0 shrinkage=0.05 Tree=341 num_leaves=31 num_cat=1 split_feature=5 4 136 124 7 2 127 123 80 35 79 10 33 6 9 4 123 122 21 34 116 119 127 127 38 32 7 10 7 30 split_gain=9.00476 47.054 25.6788 29.6988 25.2551 23.2743 25.2982 21.2779 25.3956 23.8086 20.5234 19.9821 19.8971 23.2184 17.4666 17.2748 19.7614 20.3831 23.6252 23.6515 19.3944 19.3112 17.5181 17.1232 23.0953 21.101 20.5775 17.176 16.8617 20.2276 threshold=7.0499999523162851 6.9500000476837167 0 -0.91702514886856068 5.5499999523162851 330.50000000000006 0.89490029215812694 -0.25037047266960138 312.83770751953131 8.1500000953674334 38.764999389648445 11.750000000000002 15.84999990463257 6.6499998569488534 6.8500001430511483 9.8499999046325701 -0.95368063449859608 -0.70088258385658253 4.6349999904632577 12.750000000000002 -0.07845610752701758 -0.44618082046508784 0.58068084716796886 -0.35019405186176294 13.550000190734865 14.34999990463257 10.650000095367433 16.44999980926514 3.8500000238418584 1022.7500000000001 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 28 -5 6 12 -7 9 -9 -10 -1 13 -4 -3 -15 -17 22 19 20 -19 -20 -18 24 26 27 -13 -26 29 -2 right_child=2 14 5 4 -6 7 -8 8 10 -11 -12 23 -14 15 -16 16 17 18 21 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-2.7111908895325988e-05 -0.01035593745543429 0.0027670389704387982 0.0010013348528991068 0.003647435356265548 0.00065052187109096741 0.00093231710369351189 -0.0021695375249879542 -0.0049405357850620035 -0.0054189763357756354 0.0017335209284579174 0.0058452274984249798 0.0078920606804718258 -0.002092699973986679 -0.000945994994698165 0.00090120638940961511 0.00348812796897764 0.00060315660802908485 0.023652006834282938 -0.0023354501661160486 -6.3681067000871935e-05 0.0052004859344522876 0.00050906452209708718 -0.0023656053134623149 0.00092112296376208708 0.01990380460514328 0.0029454877189619795 -0.0034960176239241243 0.058109314389752621 -0.0013008986292291974 0.013855969345099049 leaf_weight=862731 938 16952 29225 8054 55278 50875 23138 1691 4153 6370 448 1046 16877 104408 48227 3893 7272 292 6722 524 278 53100 15691 4250 271 194 639 33 7244 95 leaf_count=862731 938 16952 29225 8054 55278 50875 23138 1691 4153 6370 448 1046 16877 104408 48227 3893 7272 292 6722 524 278 53100 15691 4250 271 194 639 33 7244 95 internal_value=6.02688e-06 9.07567e-05 -0.000193604 0.000663438 0.00103164 -0.000382474 -0.000591098 0.000475839 -0.00135826 0.000333468 -0.00432218 -6.41008e-06 -0.000437826 -0.00031168 0.00138648 -0.000511352 5.67272e-06 -0.000155955 0.000322595 0.00760398 0.0146528 0.000189436 -0.00142545 0.00276992 0.00636926 0.0158292 0.00357338 0.0240511 -0.00215311 -0.00812929 internal_weight=1.33091e+06 934343 396566 71609 63332 324957 261420 63537 12662 8061 4601 869164 238282 221405 65179 192180 87772 83879 60916 1094 570 59822 22963 6433 2183 498 1685 304 8277 1033 internal_count=1330909 934343 396566 71609 63332 324957 261420 63537 12662 8061 4601 869164 238282 221405 65179 192180 87772 83879 60916 1094 570 59822 22963 6433 2183 498 1685 304 8277 1033 cat_boundaries=0 1 cat_threshold=1042 is_linear=0 shrinkage=0.05 Tree=342 num_leaves=31 num_cat=5 split_feature=14 136 11 136 123 17 19 36 127 136 31 1 136 79 33 133 52 54 52 33 117 31 35 12 119 80 31 136 68 112 split_gain=8.58512 55.2544 30.6193 31.357 23.711 25.4969 28.5502 23.0078 23.8869 22.8333 21.2021 19.4163 24.6035 19.0661 18.0309 17.9112 17.2221 25.316 28.46 18.6341 19.3258 30.3788 23.0547 17.2138 16.8435 16.4215 21.1418 20.4086 20.1786 18.9367 threshold=2.5649999380111699 0 12.750000000000002 1 0.38266885280609136 13.344999790191652 8.7100000381469744 11.949999809265138 0.70088258385658275 2 1010.9500122070314 176.50000000000003 3 30.634999275207523 11.050000190734865 1014.6499938964845 58.674999237060554 48.655000686645515 28.494999885559086 10.650000095367433 0.18222858756780627 997.35000610351574 13.34999990463257 3.435000061988831 -0.79332312941551197 313.04330444335943 1025.4500122070315 4 296.48751831054693 -0.85260769724845875 decision_type=2 1 2 1 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=2 -2 25 -4 5 6 -3 9 11 13 -11 -9 -13 -7 -15 -5 17 18 -8 24 21 22 -21 -19 -20 26 -1 28 -28 -27 right_child=1 4 3 15 -6 7 16 8 -10 10 -12 12 -14 14 -16 -17 -18 23 19 20 -22 -23 -24 -25 -26 29 27 -29 -30 -31 leaf_value=4.3156058903607826e-05 -0.005862944288491637 0.00093846730180143661 -5.7055677516339332e-05 0.0024749221979548357 -0.0013063864222494965 0.0012958578285491779 -0.00090700805773753508 0.00087023547395398491 0.00013872795269887013 -0.0080473195070277902 -0.001466332621566835 0.0083129551345394424 0.0025389308471517914 -0.0083652029070474081 0.0027145892896605706 0.021155887080515311 0.0019996547281629319 -0.0017773414071754975 -0.038824305257626944 0.01102926984743832 -0.00051153031070389084 0.0036143754407522996 0.052769775036722422 -0.0072518210122310064 0.0061504203317375265 -0.0020551505486140547 0.0051506378405850673 0.00052047513631451106 -0.00083107032727865703 -0.00026850577956522481 leaf_weight=872833 4286 33450 21319 24045 38391 13562 102733 17469 29362 1408 9359 2079 16242 1042 567 129 5605 3508 21 77 5707 950 58 2431 2400 18159 5787 15145 1864 80921 leaf_count=872833 4286 33450 21319 24045 38391 13562 102733 17469 29362 1408 9359 2079 16242 1042 567 129 5605 3508 21 77 5707 950 58 2431 2400 18159 5787 15145 1864 80921 internal_value=5.72554e-06 -0.000234489 7.28588e-05 0.00134134 -0.000150055 2.89197e-05 -0.000357296 0.000694335 0.00119573 -0.000565077 -0.00232477 0.00206288 0.00320007 0.000684873 -0.00446076 0.00257355 -0.000708282 -0.000837034 -0.000668266 0.00199392 0.000651392 0.00676826 0.0289622 -0.0040182 0.0057603 1.48448e-05 8.24152e-05 0.0015856 0.0036885 -0.000595955 internal_weight=1.33091e+06 290707 1.0402e+06 45493 286421 248030 156940 91090 65152 25938 10767 35790 18321 15171 1609 24174 123490 117885 111946 9213 6792 1085 135 5939 2421 994709 895629 22796 7651 99080 internal_count=1330909 290707 1040202 45493 286421 248030 156940 91090 65152 25938 10767 35790 18321 15171 1609 24174 123490 117885 111946 9213 6792 1085 135 5939 2421 994709 895629 22796 7651 99080 cat_boundaries=0 1 2 3 4 5 cat_threshold=2080 805 408 24 4631 is_linear=0 shrinkage=0.05 Tree=343 num_leaves=31 num_cat=1 split_feature=84 122 101 35 38 28 31 42 35 8 34 68 121 5 80 23 6 40 80 136 135 133 16 74 12 129 129 54 124 20 split_gain=8.36306 32.5978 22.0439 20.1742 24.5627 25.8862 21.9653 30.7627 18.9307 19.8413 18.0836 24.8255 16.5237 18.9592 16.244 15.165 15.1552 14.7733 14.4916 24.877 20.7003 39.0924 45.5983 28.0317 27.4714 23.0368 23.3597 20.6115 19.4128 19.9765 threshold=0.86850792169570934 -0.72534674406051625 0.74093320965766918 9.9499998092651385 10.250000000000002 1012.4500122070314 1022.1499938964845 11.750000000000002 11.550000190734865 20.849999427795414 9.4499998092651385 197.13931274414065 -0.94828754663467396 4.5499999523162851 189.5091247558594 6.6449999809265146 6.3500001430511483 8.4499998092651385 302.59709167480474 0 1018.2500000000001 1016.2500000000001 14.550000190734865 0.84395936131477367 4.4049999713897714 312.50000000000006 96.500000000000014 10.994999885559084 0.95878320932388317 5.8150000572204599 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=18 12 3 10 5 -5 8 -8 9 -6 -3 -12 13 -2 -11 -9 -14 -7 20 -20 -1 22 -22 27 25 26 -23 -24 -21 -30 right_child=1 2 -4 4 6 17 7 15 -10 14 11 -13 16 -15 -16 -17 -18 -19 19 28 21 24 23 -25 -26 -27 -28 -29 29 -31 leaf_value=1.1895342218862957e-05 0.00014913510516008019 0.00055874026821057534 -0.0007486844582178017 -0.00071560200630759753 -0.001103496311636427 0.0067460710586514198 0.0036615052133329475 0.017445910580101469 0.0011061325828367432 0.064086072217850454 0.050074192739668344 -0.0044550465213103454 0.00076770207192737648 -0.0040253917354079018 0.0054525450147964345 0.078281634524464613 -0.0012737292172532379 0.048810559232342281 -0.0029025868470207209 -0.00052902603585125462 0.0083688926813508726 -0.0010684313403811067 0.045538787944958761 0.016951480222975508 -0.010604348634123843 -0.0010774886258893821 0.0073606028556192377 0.11051768526110961 0.0039707665367314671 0.00029955723313432 leaf_weight=960447 4374 5085 21552 1582 12501 3453 5904 21 81339 21 21 3445 17763 7192 27 20 18623 21 9816 146820 221 1139 26 34 412 2500 2953 23 4605 18969 leaf_count=960447 4374 5085 21552 1582 12501 3453 5904 21 81339 21 21 3445 17763 7192 27 20 18623 21 9816 146820 221 1139 26 34 412 2500 2953 23 4605 18969 internal_value=5.44131e-06 0.000319408 0.000717198 0.000995696 0.00118608 0.00458606 0.00101389 0.00396123 0.000827262 -0.0009803 -0.0013396 -0.00412466 -0.000800431 -0.00244668 0.0311047 0.0471219 -0.000277139 0.00700035 -4.45936e-05 -0.000456272 3.20668e-05 0.00268309 0.0202362 0.0518345 0.00192122 0.00270406 0.0050144 0.0760391 -0.000315156 0.0010167 internal_weight=1.33091e+06 182944 134992 113440 104889 5056 99833 5945 93888 12549 8551 3466 47952 11566 48 41 36386 3474 1.14796e+06 180210 967755 7308 304 83 7004 6592 4092 49 170394 23574 internal_count=1330909 182944 134992 113440 104889 5056 99833 5945 93888 12549 8551 3466 47952 11566 48 41 36386 3474 1147965 180210 967755 7308 304 83 7004 6592 4092 49 170394 23574 cat_boundaries=0 1 cat_threshold=4192 is_linear=0 shrinkage=0.05 Tree=344 num_leaves=31 num_cat=0 split_feature=60 52 64 72 54 16 93 107 77 133 12 31 20 52 121 28 35 83 33 110 53 67 106 81 7 131 135 6 99 78 split_gain=8.4079 29.988 16.7633 24.6578 15.3831 15.229 17.3233 14.4728 23.7694 18.7659 21.0848 18.134 17.6546 18.8825 18.4419 22.3778 20.9912 21.3713 14.7317 17.8768 15.2206 14.2624 14.3328 14.2103 23.199 22.5717 41.2819 16.0862 14.927 15.0036 threshold=0.69734635949134838 19.345000267028812 115.05000305175783 0.78485244512557995 15.965000152587892 9.5450000762939471 0.34076417982578283 -0.93968075513839711 34.215000152587898 1022.0499877929689 4.4049999713897714 1016.2500000000001 11.605000019073488 43.135000228881843 -0.73724925518035878 1014.9500122070314 14.449999809265138 300.87603759765631 9.2500000000000018 0.41455434262752539 134.45500183105472 5.9149999618530282 -0.88630765676498402 230.4897155761719 11.449999809265138 174.50000000000003 1011.8500061035157 16.349999427795414 -1.0000000180025095e-35 56.885000228881843 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 21 6 -6 8 9 -2 -11 23 13 -13 15 16 -15 -18 20 -20 -10 -3 -23 24 -9 28 -27 -25 29 -26 right_child=7 4 3 -5 5 -7 -8 11 18 10 -12 12 -14 14 -16 -17 17 -19 19 -21 -22 22 -24 27 25 26 -28 -29 -30 -31 leaf_value=5.0967502130423006e-06 0.00012121772954937308 0.00017808794527954412 0.066106314156204465 0.0082838809700738012 0.00039101467553531369 0.00072387389405786462 0.012053306151225183 -0.0046048094847142328 0.0049252504990227632 0.011048390306674781 -0.011969522252479693 -0.00049856888983202839 -0.0037370065706053982 0.0092786789789576756 0.00077592891985039198 0.0041510799616976046 0.088574266149884173 0.024051159634395983 0.018157892330019194 0.0022551078328998538 -0.026517155578497938 0.0094074908847666602 0.0033688931684717292 -0.00087753052348087601 -0.0007499908522854594 -0.012202556176288498 0.086938840108701884 -0.020108115801228843 -0.017687204110392353 0.0092035392876633256 leaf_weight=1121689 48186 2132 20 236 627 27955 647 6716 134 699 116 42105 3110 85 19258 2488 21 33 428 301 54 1374 3450 46415 1897 21 21 109 109 473 leaf_count=1121689 48186 2132 20 236 627 27955 647 6716 134 699 116 42105 3110 85 19258 2488 21 33 428 301 54 1374 3450 46415 1897 21 21 109 109 473 internal_value=5.16815e-06 5.37089e-05 8.01652e-06 0.0128013 0.00147044 0.000967517 0.0063137 -0.000320198 0.000397728 0.000248472 0.00777222 -0.000611889 -5.81397e-05 0.000120658 0.001312 0.00524184 0.0247657 0.0491435 0.00837342 0.0115917 -0.00410608 0.00358371 0.00508884 -0.00127824 -0.00306959 0.00102027 0.0373681 -0.000922585 0.000404452 0.00123652 internal_weight=1.33091e+06 1.15813e+06 1.12194e+06 256 36185 29229 1274 172779 49918 49001 815 122861 67100 63990 21885 2627 139 54 917 729 188 6956 4824 55761 9237 2521 42 46524 2479 2370 internal_count=1330909 1158130 1121945 256 36185 29229 1274 172779 49918 49001 815 122861 67100 63990 21885 2627 139 54 917 729 188 6956 4824 55761 9237 2521 42 46524 2479 2370 is_linear=0 shrinkage=0.05 Tree=345 num_leaves=31 num_cat=3 split_feature=60 52 20 136 127 22 93 39 31 85 37 136 104 111 15 100 136 126 67 4 100 35 13 34 12 121 20 55 104 4 split_gain=9.63399 22.5627 17.6773 14.9963 16.2326 17.9901 14.6134 14.0279 25.5319 14.8169 14.3185 23.9605 15.1168 18.7077 14.0251 15.4984 13.5 14.2292 15.0817 16.1718 19.0177 15.0027 14.4922 13.7904 31.4796 13.0362 15.6802 19.9718 42.4633 13.1737 threshold=0.8020838499069215 37.125000000000007 11.605000019073488 0 -0.35019405186176294 9.5950002670288104 0.74337789416313182 10.84999990463257 1023.0499877929689 0.73077088594436657 11.34999990463257 1 -0.99637866020202626 0.34995096921920782 3.6650000810623173 -0.73483929038047779 2 0.66259482502937328 28.625000000000004 6.9500000476837167 -0.25473509728908533 12.84999990463257 3.7649999856948857 5.8500001430511483 3.2350000143051152 0.04361772537231446 7.8550000190734872 78.405002593994155 -0.72741016745567311 6.3500001430511483 decision_type=2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 14 6 5 -5 7 -2 -9 -10 11 -11 13 -12 15 -3 -17 18 22 23 -21 -22 25 24 -20 26 27 -18 -29 -27 right_child=3 2 -4 4 -6 -7 -8 8 9 10 12 -13 -14 -15 -16 16 17 -19 19 20 21 -23 -24 -25 -26 29 -28 28 -30 -31 leaf_value=1.0033245479095579e-05 -0.0019120214565527317 -0.011743368634772086 -0.0029045346067131626 -0.0013163092728301069 -0.0008263710616058734 -0.006954647441888573 -0.0049019218712625188 0.00011694313086223857 -0.0020254367575092778 0.032959023825975702 0.012259805230837528 0.0058111698003992648 0.0034306211609547994 0.062739421613514423 -3.9437313470586269e-05 -0.0085947040761155738 0.0080562532753622063 0.0011745713986910994 -0.014887783786451276 0.016556612206589379 -0.0044826691917195507 0.0065598803378818932 -0.0027928372637863377 0.008769769734664307 0.059912999308644202 0.0035835800546396021 0.0033460112390931319 0.07472782845143229 0.0051251912905302434 -0.003295999756358488 leaf_weight=1213571 6715 197 2356 3283 27239 2486 1446 35512 785 113 223 284 2894 20 9593 270 1040 11156 22 208 720 537 1105 1833 39 1611 3894 36 56 1225 leaf_count=1213571 6715 197 2356 3283 27239 2486 1446 35512 785 113 223 284 2894 20 9593 270 1040 11156 22 208 720 537 1105 1833 39 1611 3894 36 56 1225 internal_value=1.23193e-05 4.65764e-05 0.00128196 -0.000516115 -0.00133625 -0.003746 4.82251e-05 0.000202017 0.000558417 0.00418833 0.00556859 0.014515 0.00443639 0.0164145 0.00157602 0.0022231 0.00233894 0.00246727 0.00363926 0.00649687 0.00255216 0.000234792 0.00256881 0.00954808 0.0329357 0.00332239 0.00485179 0.0100316 0.032361 0.00061197 internal_weight=1.33047e+06 1.24947e+06 35898 81000 33008 5769 47992 46546 39831 4319 3534 397 3137 243 33542 23949 23752 23482 12326 3359 1465 1257 8967 1894 61 7862 5026 1132 92 2836 internal_count=1330469 1249469 35898 81000 33008 5769 47992 46546 39831 4319 3534 397 3137 243 33542 23949 23752 23482 12326 3359 1465 1257 8967 1894 61 7862 5026 1132 92 2836 cat_boundaries=0 1 2 3 cat_threshold=2724 128 2080 is_linear=0 shrinkage=0.05 Tree=346 num_leaves=31 num_cat=3 split_feature=20 11 82 136 31 55 25 17 16 25 15 16 116 19 86 79 75 55 5 136 13 24 22 20 111 136 19 20 12 120 split_gain=8.93454 16.5167 10.747 12.4731 11.8159 9.98459 11.586 9.06307 22.9171 37.846 20.0378 17.3902 23.4961 16.4547 17.1058 15.9675 22.2994 20.1195 15.097 23.1919 17.812 14.5291 13.8358 24.5425 22.535 18.8247 17.5783 17.1753 22.1171 15.4606 threshold=12.215000152587892 12.250000000000002 301.47514343261724 0 1011.7500000000001 148.98000335693362 290.50000000000006 14.039999961853029 13.344999790191652 253.50000000000003 4.6349999904632577 15.405000209808351 -0.38266885280609125 8.7100000381469744 0.76205861568450939 8.9549999237060565 0.70591849088668834 1.0000000180025095e-35 6.6499998569488534 1 3.4650000333786015 304.50000000000006 9.3550000190734881 9.5950002670288104 -0.33217000961303705 2 13.344999790191652 8.9849996566772479 3.1149998903274541 0.96811076998710643 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 left_child=7 2 3 5 -4 6 -2 10 9 -9 11 22 -13 14 -12 16 18 -17 21 20 -20 -10 23 29 -24 27 -25 28 -26 -1 right_child=1 -3 4 -5 -6 -7 -8 8 15 -11 13 12 -14 -15 -16 17 -18 -19 19 -21 -22 -23 24 26 25 -27 -28 -29 -30 -31 leaf_value=-9.7258161892649107e-06 0.0052256255767869674 0.018293909553270142 0.0087651733422612742 -0.0036961626910000699 -0.0082895870495680504 -0.010794396331013346 -0.0011459636003704169 -1.5535701464436676e-05 0.00013753705856113719 0.0031051968026523029 0.032213568897998854 -0.00033258392131855184 0.0024161258281223722 -0.0025821858546564149 -0.0068972224212979815 0.02488992208075759 0.0014475829702115116 -0.00086018026366081681 -0.0007441084363197304 -0.0024459612136405566 0.0025891708681872443 0.0022382157615148611 -0.0050619936922131001 0.0050380290663752242 0.0027051370271970465 0.00030067802627949683 0.00024088613080023598 -0.0026734853339090269 -0.0070940422808304232 -0.0012260701990445633 leaf_weight=926320 1280 101 113 2659 1003 170 1612 21491 120794 17730 69 14549 16697 9257 47 76 33710 40543 14046 14176 5608 8833 3058 4085 3358 23993 3586 13927 695 26883 leaf_count=926320 1280 101 113 2659 1003 170 1612 21491 120794 17730 69 14549 16697 9257 47 76 33710 40543 14046 14176 5608 8833 3058 4085 3358 23993 3586 13927 695 26883 internal_value=1.17146e-05 -0.00177788 -0.00207439 -0.00119885 -0.00656272 0.000978665 0.0016741 2.10958e-05 0.000275409 0.0013952 -4.62192e-05 -2.54204e-05 0.00113625 -0.00234767 0.016367 9.0708e-05 0.000276678 -0.000812001 3.52003e-05 -0.000905412 0.000206892 0.000280681 -6.15049e-05 -2.13613e-05 -0.000918091 -0.000616181 0.00279549 -0.00183881 0.00102479 -4.40301e-05 internal_weight=1.33047e+06 6938 6837 5721 1116 3062 2892 1.32353e+06 277007 39221 1.04652e+06 1.03715e+06 31246 9373 116 237786 197167 40619 163457 33830 19654 129627 1.0059e+06 960874 45031 41973 7671 17980 4053 953203 internal_count=1330469 6938 6837 5721 1116 3062 2892 1323531 277007 39221 1046524 1037151 31246 9373 116 237786 197167 40619 163457 33830 19654 129627 1005905 960874 45031 41973 7671 17980 4053 953203 cat_boundaries=0 1 2 3 cat_threshold=1555 1449 1428 is_linear=0 shrinkage=0.05 Tree=347 num_leaves=31 num_cat=2 split_feature=43 60 136 109 63 20 136 127 0 29 23 94 26 15 127 31 126 5 30 1 70 109 36 35 67 21 126 67 77 125 split_gain=8.81041 8.89101 17.7287 16.7442 14.4762 18.443 23.1705 31.3792 31.0404 35.5522 28.2925 25.0581 21.9239 23.5689 22.0677 21.0712 24.112 30.0948 26.5252 20.2336 23.3365 19.5068 16.0451 19.2224 15.9325 15.7235 15.5323 26.6903 22.0471 19.9451 threshold=-1.0000000180025095e-35 0.82422256469726574 0 0.74262198805809032 0.68190389871597301 7.4149999618530282 1 -0.043617725372314446 317.50000000000006 1009.9500122070314 8.8249998092651385 0.35030858218669897 170.50000000000003 1.4450000524520876 -0.67556449770927418 1017.1499938964845 -0.07845610752701758 4.1499998569488534 1012.9500122070314 307.50000000000006 297.32192993164068 0.64409053325653087 9.8499999046325701 9.0500001907348651 19.224999427795414 5.0650000572204599 -0.95368063449859608 18.164999961853031 56.925001144409187 -0.93038213253021229 decision_type=2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 -3 -2 6 10 8 12 11 22 24 13 -8 -15 -7 17 -17 -19 -20 -21 -11 23 -6 -10 -12 29 -28 -29 -14 right_child=1 2 -4 -5 5 15 7 -9 9 21 25 -13 26 14 -16 16 -18 18 19 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0048022656161801633 -1.4441651272593387e-05 0.00034670105499966919 -0.0016616130077606438 -0.0038646523427135863 0.068065484850085345 -0.00090197206403271253 -0.0010795359410202274 -0.0003030293458634644 0.029318269299632261 0.010054946011069942 0.051056190899440225 -0.0065230243972369609 -0.0040693084622591257 0.023731747805708792 0.087794672399759299 0.00067547351854502127 0.00010688769175841841 0.056615532637358856 0.005122756150052735 0.0096593694543010509 0.046037990205133189 -0.0044593885824007222 0.0018529637390579828 0.0062900625367868033 0.079766307256239302 0.0075962764900817095 0.00083282582036072318 0.0062378816834771124 0.038239042543467473 0.0040682198925076933 leaf_weight=950 1134137 37020 23246 2521 20 33795 52 28795 29 1252 21 21 2249 41 20 5982 32083 26 3773 137 65 284 11852 34 34 2324 6006 2513 55 1132 leaf_count=950 1134137 37020 23246 2521 20 33795 52 28795 29 1252 21 21 2249 41 20 5982 32083 26 3773 137 65 284 11852 34 34 2324 6006 2513 55 1132 internal_value=1.11267e-05 1.45661e-05 -0.000566206 7.81797e-05 4.33527e-05 0.000537691 0.00121957 0.000633726 0.00260481 0.00910347 0.0029635 0.0407774 0.00173243 0.0236527 0.044736 2.7732e-05 0.000774638 0.00292063 0.00627742 0.00594817 0.0213654 0.00737131 0.00197686 0.0291698 0.0565442 0.00798547 0.00152524 0.00265697 0.00692326 -0.00134476 internal_weight=1.33047e+06 1.32952e+06 62787 39541 1.26673e+06 132595 56734 42483 13688 1620 14251 84 12068 113 61 75861 42066 9983 4001 3975 202 1536 11906 54 63 2345 11955 8574 2568 3381 internal_count=1330469 1329519 62787 39541 1266732 132595 56734 42483 13688 1620 14251 84 12068 113 61 75861 42066 9983 4001 3975 202 1536 11906 54 63 2345 11955 8574 2568 3381 cat_boundaries=0 1 2 cat_threshold=2724 1283 is_linear=0 shrinkage=0.05 Tree=348 num_leaves=31 num_cat=3 split_feature=19 15 9 16 111 136 136 36 35 103 104 88 136 22 55 133 13 28 131 76 71 65 31 54 118 32 36 31 30 14 split_gain=8.66353 12.5593 13.8753 10.9831 14.8457 12.0428 10.9591 10.9101 11.6203 9.80778 21.8441 24.812 31.5647 20.1346 26.4138 19.9223 19.3211 35.0673 58.9014 30.5857 43.7294 26.3534 26.8056 23.2613 22.5084 40.2765 31.8325 28.4169 28.3963 34.3499 threshold=6.0650000572204599 1.325000047683716 7.8500001430511483 6.9049999713897714 -0.90038016438484181 0 1 8.4499998092651385 14.250000000000002 0.28559520840644842 -0.92345622181892384 -0.8277679681777953 2 7.4549999237060556 32.315000534057624 1023.0499877929689 2.1049998998641972 1007.1499938964845 182.50000000000003 43.864999771118171 263.86636352539068 1.9249999523162844 1007.6499938964845 20.98499965667725 -0.72534674406051625 8.0500001907348651 12.750000000000002 1.0000000180025095e-35 1001.8500061035157 3.185000061988831 decision_type=2 2 2 2 2 1 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 -5 7 -3 -9 16 11 12 -11 14 -14 -12 -2 18 19 24 -21 -19 23 -23 25 -18 -27 -28 29 -29 right_child=9 6 3 5 -6 -7 -8 8 -10 10 15 -13 13 -15 -16 -17 17 21 -20 20 -22 22 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.00056672964089813152 -2.1236932587852074e-05 0.028243945825046732 0.025568251520314295 0.0053643951712631444 -0.0029333677797296637 -0.0020494499695158427 0.00069335483682408158 0.0012013106719052239 0.0048833124897755611 -0.00047969808645320221 7.5682022448978997e-06 -0.00052046249210417465 0.0042918145952209504 0.001825812241339108 0.020280397299730798 -0.0051975368698436997 0.063765068724751475 -0.0063442374707488565 -0.0032342890105436003 -0.01007457877989793 0.006160573294580465 -0.00093625305633915053 -0.00098551254653435707 -0.0099815091608641757 0.0039845718887978393 0.003776100652154397 -0.0029039527040681449 0.077608790656981563 0.012871504564648674 0.026962999953452423 leaf_weight=23378 208529 42 46 995 6738 1197 19059 5264 3614 12315 919156 19145 6504 23044 269 1842 36 2602 4552 872 791 1288 60423 1586 6117 702 87 52 130 94 leaf_count=23378 208529 42 46 995 6738 1197 19059 5264 3614 12315 919156 19145 6504 23044 269 1842 36 2602 4552 872 791 1288 60423 1586 6117 702 87 52 130 94 internal_value=1.05698e-05 0.000595983 -7.48704e-05 -0.00174592 -0.00274011 0.00133099 0.00137174 0.00281727 0.00270016 -1.72381e-05 5.7977e-05 0.000972092 0.00165032 0.00252937 0.00492683 -2.84203e-06 -0.000273896 -0.000938027 0.00139033 0.0037607 -0.00235239 -0.00141265 -0.00120992 -0.00592782 0.00516914 0.0117504 0.00999216 0.0220133 0.0298677 0.0450012 internal_weight=1.33047e+06 60333 32354 8976 6784 2192 27979 8920 8878 1.27014e+06 982275 61277 42132 29817 6773 920998 287861 79332 13433 8881 1663 65899 63297 2874 7218 1101 1065 363 276 146 internal_count=1330469 60333 32354 8976 6784 2192 27979 8920 8878 1270136 982275 61277 42132 29817 6773 920998 287861 79332 13433 8881 1663 65899 63297 2874 7218 1101 1065 363 276 146 cat_boundaries=0 1 2 3 cat_threshold=2132 6150 3168 is_linear=0 shrinkage=0.05 Tree=349 num_leaves=31 num_cat=1 split_feature=43 19 15 9 136 36 35 79 67 29 20 19 108 64 132 78 64 79 19 127 122 111 41 5 13 28 133 2 64 43 split_gain=7.94834 7.98155 11.6317 12.3489 9.95942 9.92239 9.74255 9.27239 35.3458 21.8309 21.2921 21.7572 21.4341 20.6047 20.4831 19.2264 32.2472 32.0316 31.0445 27.1402 29.1817 23.944 23.359 22.4614 20.136 21.4908 19.4795 19.2949 26.7482 25.9766 threshold=-1.0000000180025095e-35 6.0650000572204599 1.2849999666213991 7.6499998569488534 0 8.4499998092651385 14.250000000000002 7.2049999237060556 15.34500026702881 1017.5499877929689 8.055000305175783 15.405000209808351 -0.70461639761924733 58.104999542236335 1020.6499938964845 14.184999942779543 3.6049998998641972 14.164999961853029 7.4149999618530282 -0.88697704672813404 -0.77159520983695973 0.41217301785945898 5.5499999523162851 3.0499999523162846 1.3650000095367434 1026.049987792969 1019.4500122070314 339.50000000000006 15.84500026702881 10.250000000000002 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 -4 -7 8 13 10 11 -10 -13 -3 -12 21 23 19 -19 20 -18 24 26 -17 -9 -26 -20 -24 -29 -30 right_child=1 7 4 -5 -6 6 -8 15 9 -11 14 12 -14 -15 -16 16 17 18 22 -21 -22 -23 27 -25 25 -27 -28 28 29 -31 leaf_value=-0.004561799219172249 0.00050864307902246254 2.2293001513971618e-05 0.02683174850895912 -0.0017542198121594029 0.00063796270524874368 0.0011208023799608607 0.004317901209436004 0.00088301998623210192 0.0019447201743725319 0.0030513492789323738 -0.0018510039368666014 -0.0039784185541793709 0.025593226085523686 -0.0084396152386842817 0.008760086413464303 0.0019018660269543568 0.018403816386066453 0.0025931976318633101 0.00011867290106680172 0.0014387592267863119 0.0044653543733195952 -0.00017217690265497012 -0.0048734192202921963 -0.0019412400594600279 -0.001953046562741528 0.0027396115871499661 -0.0045525317987991443 -0.0068777952362800154 -0.00091581320669185777 0.014674635311003712 leaf_weight=950 21684 861954 42 8351 20354 5618 4138 8505 6002 15639 8058 90 192 720 482 4457 440 11498 120342 21898 2562 117704 4421 25871 51965 2560 2274 620 589 489 leaf_count=950 21684 861954 42 8351 20354 5618 4138 8505 6002 15639 8058 90 192 720 482 4457 440 11498 120342 21898 2562 117704 4421 25871 51965 2560 2274 620 589 489 internal_value=1.00426e-05 1.33094e-05 0.000575913 -0.000120528 0.00126965 0.00257862 0.00247685 -1.33672e-05 7.43381e-05 0.00174819 0.000373383 0.00258244 0.0161555 1.52306e-05 -0.00125211 -0.000221591 0.000122127 0.000397354 0.000103915 0.00204995 0.0065083 -0.000593317 -0.000118416 -0.00137646 -0.00137976 -0.00173272 3.20421e-05 -0.00313338 0.00139708 0.00615629 internal_weight=1.33047e+06 1.32952e+06 60187 30035 30152 9798 9756 1.26933e+06 893137 30463 14824 6284 282 862674 8540 376195 195461 165133 140233 24900 3002 180734 128735 30328 63030 54525 122616 6119 1698 1078 internal_count=1330469 1329519 60187 30035 30152 9798 9756 1269332 893137 30463 14824 6284 282 862674 8540 376195 195461 165133 140233 24900 3002 180734 128735 30328 63030 54525 122616 6119 1698 1078 cat_boundaries=0 1 cat_threshold=6150 is_linear=0 shrinkage=0.05 Tree=350 num_leaves=31 num_cat=0 split_feature=28 61 36 52 18 31 29 84 126 107 54 12 12 135 83 28 2 23 67 80 31 68 110 34 22 14 64 105 31 93 split_gain=7.92049 8.03042 14.6341 11.4612 23.3887 22.4376 38.2088 22.4222 24.0119 20.2791 19.514 24.4616 17.3937 21.3284 28.5904 19.7016 22.203 24.7533 19.789 18.2122 15.4151 19.93 15.2718 14.8413 19.73 16.9147 14.4902 14.4534 14.2622 13.6835 threshold=1034.4500122070315 0.8872080147266389 11.250000000000002 60.885000228881843 14.550000190734865 1012.2500000000001 1004.7500000000001 0.72653478384017955 -0.8703225553035735 -0.61344417929649342 68.395000457763686 3.2749999761581425 3.435000061988831 1019.1499938964845 274.80770874023443 1007.1499938964845 220.50000000000003 9.0050001144409197 64.43500137329103 260.21006774902349 1029.049987792969 275.85182189941412 -0.94382983446121205 12.150000095367433 9.555000305175783 3.7949999570846562 10.585000038146974 -0.83592090010642994 1000.3500061035157 -0.32850667834281916 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 10 5 7 -7 8 -5 23 -1 -12 13 26 -15 16 17 -14 28 -17 29 -22 -19 24 25 -10 -6 -27 -18 -8 right_child=-2 2 -4 4 12 6 20 -9 9 -11 11 -13 15 14 -16 19 18 22 -20 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=1.6919405792308418e-05 0.0066975542504453941 -0.0042533228337365793 -0.00042972744490500214 -0.0072489173282468122 -0.0022909254509781369 0.06846239503432551 0.019659050578275477 -0.0033497034912277159 0.01255825157476044 0.0013163797479229104 -9.9608096604751297e-05 -0.0060999302371832842 -0.005474001385755988 0.069822608863934876 0.010380680463276804 -0.0053135527580410232 0.053226902838444938 0.023022112969834675 -0.0034073918514574567 -0.00074549660859815961 0.059241675829085017 0.011546760305248054 0.0047388101079149196 0.0016730971853706122 0.0023863908556728242 0.030096774063188315 0.0025715918458674588 0.064126471211404898 0.014218123003263914 0.0033698232001448804 leaf_weight=1268868 443 2907 17981 281 2023 23 131 2405 82 377 4015 2944 620 25 106 2973 53 136 48 8200 26 139 713 112 85 97 6314 46 42 8138 leaf_count=1268868 443 2907 17981 281 2023 23 131 2405 82 377 4015 2944 620 25 106 2973 53 136 48 8200 26 139 713 112 85 97 6314 46 42 8138 internal_value=1.30087e-05 1.0782e-05 -0.00096186 2.63024e-05 0.000943517 0.00271407 0.00410534 -0.000662122 0.00532272 0.00974404 2.43793e-06 -0.00263804 -5.13494e-05 0.00170624 0.0217246 -0.00121547 0.00395194 0.0021211 0.0227597 -0.001961 0.00392984 0.0190623 0.00766758 0.017273 0.0229091 0.0306621 0.00139169 0.0410434 0.0359809 0.00362788 internal_weight=1.33035e+06 1.32991e+06 20888 1.30902e+06 33195 11942 8457 3485 1080 799 1.27583e+06 6959 21253 8468 131 12785 1612 1469 143 11173 8434 165 849 422 310 225 8337 143 95 8269 internal_count=1330353 1329910 20888 1309022 33195 11942 8457 3485 1080 799 1275827 6959 21253 8468 131 12785 1612 1469 143 11173 8434 165 849 422 310 225 8337 143 95 8269 is_linear=0 shrinkage=0.05 Tree=351 num_leaves=31 num_cat=3 split_feature=12 67 8 14 12 28 136 136 12 35 121 4 3 28 28 37 12 67 13 79 108 3 136 39 28 24 89 32 16 15 split_gain=7.73296 11.8005 10.7431 10.4751 36.5229 37.3259 29.6938 21.7364 38.0451 29.134 22.7811 23.8312 24.1843 21.1565 37.2084 21.9449 22.1243 20.9517 20.0822 19.9477 19.6883 18.3103 17.1934 22.8942 17.1729 16.4671 16.909 16.0986 15.6763 26.6631 threshold=0.72500002384185802 4.5250000953674325 7.0499999523162851 1.6150000095367434 1.7050000429153445 1021.1499938964845 0 1 3.2949999570846562 13.34999990463257 -0.96359375119209278 9.7500000000000018 317.50000000000006 1.0000000180025095e-35 1008.4500122070314 16.150000572204593 1.0950000286102297 7.8250000476837167 2.9150000810623173 2.7150000333786015 -0.42837981879711146 301.50000000000006 2 16.050000190734867 1006.0499877929689 221.50000000000003 -0.96494066715240467 16.050000190734867 10.405000209808351 0.6850000023841859 decision_type=2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 -1 4 13 6 -6 8 9 17 11 -9 -13 -2 15 16 24 -5 20 -10 -8 -22 23 -18 -15 26 -12 -11 -16 -30 right_child=3 -3 -4 7 5 -7 18 10 19 27 25 12 -14 14 28 -17 22 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00088412562576583643 -0.0012778447437664213 0.01160223626796565 0.0025207196067134991 -0.0019229664437239642 -0.0014692803871288898 0.0061470411902161144 -0.0034155123706362 0.0012571351282813371 -0.0061540395597517459 0.00070962131119759169 0.0025238503135912712 0.0077856106184811709 0.041695663798600437 0.037970102871876472 -0.0002252160775379375 0.0016277267642388568 0.014455397743836971 -0.0069770218220744492 -0.031697383959015661 -0.021997832219789185 0.0040066841435693109 0.0011194154339755553 0.0039677732580009444 0.070892391502857213 0.0128360706812095 -2.2279363573915177e-05 -0.0016101236634951969 -0.0023288387038123233 0.0039066940618788367 0.00029605608265278658 leaf_weight=41413 26602 196 2454 9514 8034 4248 1507 21165 592 18440 2725 678 57 86 193228 4302 177 2614 44 299 10466 11552 1986 20 324 670761 26807 5709 5216 259137 leaf_count=41413 26602 196 2454 9514 8034 4248 1507 21165 592 18440 2725 678 57 86 193228 4302 177 2614 44 299 10466 11552 1986 20 324 670761 26807 5709 5216 259137 internal_value=1.23582e-05 -0.000638958 -0.000693652 3.46696e-05 0.000205958 0.0017466 0.0011551 -8.41894e-05 -0.00126321 -0.00101284 -2.34929e-05 0.0015645 0.0104154 9.34842e-05 0.000172025 0.00381768 0.007451 -0.00301229 0.00204943 -0.0114709 0.00211342 0.00249185 0.00544944 0.0192099 0.0181081 -7.3154e-05 -0.00122867 -8.69283e-06 0.00011709 0.000367298 internal_weight=1.33035e+06 44063 43867 1.28629e+06 526929 35851 31603 759361 37168 36277 722193 21900 735 491078 464476 6895 2593 12128 23569 891 23525 22018 2183 197 410 700293 29532 24149 457581 264353 internal_count=1330353 44063 43867 1286290 526929 35851 31603 759361 37168 36277 722193 21900 735 491078 464476 6895 2593 12128 23569 891 23525 22018 2183 197 410 700293 29532 24149 457581 264353 cat_boundaries=0 1 2 3 cat_threshold=2208 2080 1056 is_linear=0 shrinkage=0.05 Tree=352 num_leaves=31 num_cat=2 split_feature=117 124 111 99 121 33 101 136 10 126 17 30 15 37 8 9 22 12 76 81 136 6 8 120 33 9 123 8 123 2 split_gain=7.56592 14.014 17.3671 18.1457 16.0394 20.5382 15.1523 14.7331 14.404 17.5883 12.709 12.3547 11.0812 12.6281 10.1468 20.1728 18.7362 30.6258 21.8186 20.3967 20.1072 18.4567 31.2279 36.5626 29.9828 25.6091 20.4656 18.8885 24.2187 26.0823 threshold=0.77159520983695995 0.98624804615974437 -0.49154707789421076 -0.96934002637863148 -0.13052122294902799 11.250000000000002 0.76042804121971141 0 8.5500001907348651 0.99140709638595592 14.550000190734865 1016.6499938964845 1.1749999523162844 10.050000190734865 3.3500000238418584 4.8500001430511483 6.7550001144409189 1.0549999475479128 28.505000114440922 156.36448669433597 1 4.8500001430511483 6.7500000000000009 0.88697704672813427 13.250000000000002 4.3500001430511483 0.2503704726696015 11.84999990463257 -0.95368063449859608 324.50000000000006 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=14 6 3 -3 -4 7 -2 11 -7 -10 -8 -6 13 -13 15 16 17 -1 -18 -20 -19 22 -16 24 26 -23 -24 -27 -29 -30 right_child=1 2 4 -5 5 8 10 -9 9 -11 -12 12 -14 -15 21 -17 18 20 19 -21 -22 25 23 -25 -26 27 -28 28 29 -31 leaf_value=-0.00071815485778754795 0.00019093030099207216 0.06454026180912148 -0.0011473538086512075 0.0022781127840280535 -0.0073259342433476069 0.0015546705793616682 -0.001197243577918584 0.0064017390590082983 0.001416705097216488 0.0096244036849110429 0.0019516789812172638 0.051524240896105772 -0.00079336347034144835 0.006167752844722648 0.00014979759023274331 0.0012124393919754584 -0.00071700636948879661 0.0021317680249517026 -0.025002004407346252 0.0076571121713794868 0.00014577088707886277 0.0018594169704860754 0.0029655937377908391 -0.0026023504229726142 0.00043704340993958756 -0.00029064235673845001 0.00045372666219955376 0.0034938276755886611 -0.00019057674100640513 0.0013927551429601106 leaf_weight=46795 40871 22 5537 25 809 2654 62300 616 1018 1819 3378 21 2231 57 290110 22832 160761 23386 50 1090 28012 16923 34183 5808 36341 396348 10631 6017 93704 36004 leaf_count=46795 40871 22 5537 25 809 2654 62300 616 1018 1819 3378 21 2231 57 290110 22832 160761 23386 50 1090 28012 16923 34183 5808 36341 396348 10631 6017 93704 36004 internal_value=1.17412e-05 -0.000364612 0.0010766 0.0314221 0.000979988 0.00225685 -0.000564923 -0.000604075 0.00420235 0.00667924 -0.00103529 -0.00200227 -0.000145701 0.0183791 4.95193e-05 -0.000212545 -0.000337635 0.000207281 -0.000668127 0.00622469 0.00104984 0.000129583 0.000398921 0.00123 0.00150427 -5.54089e-05 0.00236972 -0.000116311 0.000392774 0.00024892 internal_weight=1.33035e+06 121358 14809 47 14762 9225 106549 3734 5491 2837 65678 3118 2309 78 1.209e+06 282926 260094 98193 161901 1140 51398 926069 377073 86963 81155 548996 44814 532073 135725 129708 internal_count=1330353 121358 14809 47 14762 9225 106549 3734 5491 2837 65678 3118 2309 78 1208995 282926 260094 98193 161901 1140 51398 926069 377073 86963 81155 548996 44814 532073 135725 129708 cat_boundaries=0 1 2 cat_threshold=786 3968 is_linear=0 shrinkage=0.05 Tree=353 num_leaves=31 num_cat=2 split_feature=34 35 4 28 7 123 28 28 136 22 31 1 12 22 33 111 11 28 41 124 31 7 31 125 136 28 64 14 38 124 split_gain=7.50811 30.711 26.0833 25.2403 21.1394 21.4257 44.549 16.9672 30.2763 28.7448 32.6889 25.0998 23.996 19.5429 24.9137 19.8527 21.1237 28.9272 23.8844 19.7931 19.4297 19.262 19.0173 30.3386 34.3834 32.7226 30.9554 28.264 25.3961 27.6049 threshold=15.050000190734865 14.550000190734865 8.1500000953674334 1022.6499938964845 9.7500000000000018 0.64942333102226268 1006.4500122070314 1013.5499877929689 0 5.8750000000000009 1013.4500122070314 146.50000000000003 3.0349999666213994 6.7950000762939462 13.050000190734865 0.10953443124890329 5.2500000000000009 1012.3500061035157 4.6499998569488534 -0.78257837891578663 1011.5499877929689 7.7500000000000009 1020.4500122070314 -0.43049471080303187 1 1020.1499938964845 46.545000076293952 3.185000061988831 10.34999990463257 0.66259482502937328 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 7 4 -2 -3 -6 -7 8 20 11 -11 -10 13 -12 15 -15 -17 18 -18 21 -1 -20 28 24 26 -26 27 -24 29 -9 right_child=3 2 -4 -5 5 6 -8 22 9 10 12 -13 -14 14 -16 16 17 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.00030504735829757978 -0.00015053302398044152 0.00041210488160066535 0.002915078002554309 -0.0036616416890055689 0.0040098030418849843 0.092799643320696693 0.0078074577184201318 -0.00062279472017865009 0.0009082691144679365 0.00010357752718962014 0.001083442658835312 -0.0016197968384061895 -0.00066345407433956874 -0.00014838703681491325 0.0007726542449622934 0.0043646302162733408 0.011985256058489165 0.0056166617221793001 0.035184996351599697 0.019627899275241441 0.0025523343866954238 0.090266280656769171 0.0051233718342943739 -9.5824054548662661e-06 0.00431330612326243 -0.00015942474537216657 0.021826752769388752 -0.0035257832555059148 -0.00042756400649658806 0.0019019969475323987 leaf_weight=16611 285457 70268 14398 5212 2906 21 58 18830 13364 151950 10345 37005 6936 1299 4023 4358 945 1677 65 186 22847 21 6797 165431 5110 20471 249 1097 436946 25470 leaf_count=16611 285457 70268 14398 5212 2906 21 58 18830 13364 151950 10345 37005 6936 1299 4023 4358 945 1677 65 186 22847 21 6797 165431 5110 20471 249 1097 436946 25470 internal_value=1.11574e-05 7.39634e-05 0.000969563 -0.000213491 0.000587169 0.00470825 0.0304003 -8.492e-06 0.000325581 0.000107923 0.000400761 -0.000949046 0.00191331 0.00269312 0.00401744 0.00554402 0.00656366 0.00987513 0.0157432 0.0287993 0.00160587 0.0486351 -0.000141862 0.000269051 0.00163587 0.000733751 0.00446347 0.00392143 -0.000311911 0.000828818 internal_weight=1.33035e+06 1.03968e+06 87651 290669 73253 2985 79 952033 271632 232174 181805 50369 29855 22919 12574 8551 7252 2894 1217 272 39458 86 680401 199155 33724 25581 8143 7894 481246 44300 internal_count=1330353 1039684 87651 290669 73253 2985 79 952033 271632 232174 181805 50369 29855 22919 12574 8551 7252 2894 1217 272 39458 86 680401 199155 33724 25581 8143 7894 481246 44300 cat_boundaries=0 1 2 cat_threshold=1066 582 is_linear=0 shrinkage=0.05 Tree=354 num_leaves=31 num_cat=4 split_feature=104 136 112 37 111 22 8 52 22 20 5 65 124 52 55 135 56 8 66 8 96 29 53 136 126 0 136 136 121 125 split_gain=7.40414 15.4504 9.62452 8.91619 32.6425 48.248 9.74694 7.6495 24.7198 38.0305 25.0161 26.9133 23.29 22.5542 21.355 27.7217 24.3599 21.2317 20.3132 21.8883 22.8241 21.4823 17.6674 17.3677 21.1368 19.6778 17.5017 17.1484 20.3068 18.6114 threshold=0.67297983169555675 0 -0.80382624268531788 12.449999809265138 -0.14437091350555417 5.1749999523162851 14.449999809265138 2.0149999856948857 7.3750000000000009 7.0350000858306894 8.1500000953674334 2.5849999189376835 -0.95878320932388295 14.805000305175783 1.6250000000000002 1018.0499877929689 288.99946594238287 10.949999809265138 5.3650000095367441 8.0500001907348651 -0.37778459489345545 1019.7500000000001 1.0000000180025095e-35 1 -0.39873388409614557 286.50000000000006 2 3 0.58068084716796886 0.77159520983695995 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 1 2 2 left_child=7 2 -2 4 5 -3 -6 18 10 12 13 -12 17 14 15 -9 -17 -10 -1 20 21 -20 -21 -14 25 26 -25 29 -29 -13 right_child=1 3 -4 -5 6 -7 -8 8 9 -11 11 27 23 -15 -16 16 -18 -19 19 22 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-8.1068395559530752e-06 -0.0055991263285372255 0.099498729746450076 -0.018877333293190111 -0.0020059980695655614 0.0026361912172881904 0.0064560391131396368 -0.033413665220141407 0.0021828195286109206 0.00092848606453044345 -0.0003730793608488442 -0.0022504261016540951 0.0005659167280236769 0.00503345476731206 0.0026448254056452274 0.00046985355496790692 0.012868679279255538 0.065885276769598322 -0.010415702444342685 -0.0016491731358323225 -0.0047306949905572722 0.0017115950330844135 -0.0050940581656005422 0.00041077948845549172 0.0063572649756479978 0.00053117458073926032 0.014728652968762319 -0.0023969143545443184 -1.7904645084713233e-05 -0.0066045241935095318 0.0049667735885413084 leaf_weight=763891 596 22 177 1264 300 38 20 16912 1000 227569 13529 7316 4588 15912 142002 78 30 702 23481 1786 4008 5606 25914 1742 11569 461 844 54223 1196 3577 leaf_count=763891 596 22 177 1264 300 38 20 16912 1000 227569 13529 7316 4588 15912 142002 78 30 702 23481 1786 4008 5606 25914 1742 11569 461 844 54223 1196 3577 internal_value=1.05996e-05 -0.00275427 -0.0085292 1.28803e-05 0.00672865 0.0405717 0.000383075 1.5632e-05 0.000169253 -0.000185591 0.000515323 -0.000218052 0.00185528 0.000850039 0.00067045 0.00234408 0.0275955 -0.00375049 -7.81125e-05 -0.000957736 -0.0018257 -0.00231311 7.9275e-05 0.00235211 0.00150595 0.00521197 0.00351545 0.000196594 -0.000160022 0.00200921 internal_weight=1.33035e+06 2417 773 1644 380 60 320 1.32794e+06 503250 248475 254775 79841 20906 174934 159022 17020 108 1702 824686 60795 33095 29087 27700 19204 14616 3047 2586 66312 55419 10893 internal_count=1330353 2417 773 1644 380 60 320 1327936 503250 248475 254775 79841 20906 174934 159022 17020 108 1702 824686 60795 33095 29087 27700 19204 14616 3047 2586 66312 55419 10893 cat_boundaries=0 1 2 3 4 cat_threshold=4612 1296 740 1044 is_linear=0 shrinkage=0.05 Tree=355 num_leaves=31 num_cat=3 split_feature=16 8 6 4 103 136 68 7 6 43 136 122 126 8 136 14 33 105 43 55 36 120 123 87 107 4 122 31 34 90 split_gain=9.28834 9.21211 8.61636 14.1349 22.6864 12.3931 13.3179 11.6348 10.6016 24.0157 24.8603 15.818 14.9809 13.6663 19.3477 20.2657 18.1097 22.3218 25.6879 18.1827 14.3431 19.1287 13.6788 13.3324 13.9526 15.4254 13.1554 12.4566 16.9348 16.6094 threshold=22.289999961853031 5.9500000476837167 16.750000000000004 15.250000000000002 0.14017153531312945 0 327.42758178710943 15.250000000000002 13.050000190734865 0.35000000894069677 1 -0.67556449770927418 -0.97233289480209339 14.84999990463257 2 3.0449999570846562 9.7500000000000018 -0.88277336955070485 4.9500000476837167 44.07500076293946 11.650000095367433 -0.66259482502937306 0.14780378341674807 0.83192506432533275 -0.96921077370643605 12.650000095367433 0.88697704672813427 1019.2500000000001 11.150000095367433 -0.99781081080436695 decision_type=2 2 2 2 2 1 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 8 7 6 -6 -5 13 10 11 -10 27 -1 15 16 17 -15 -19 -18 -17 -22 23 24 -21 -26 -14 28 -12 -30 right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 12 -13 26 14 -16 20 19 18 -20 22 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-1.0841539205594881e-05 0.0011388979923175348 0.01460770220346857 -0.0038858314329921584 -0.0022630489611064407 0.012234546261276222 0.0030798219783407365 -0.023001976760237346 -0.019834249543974988 -0.00063237952887154429 -0.0037344753996864954 -0.005012146291722145 0.0054942384142590292 -0.0016517273307690751 0.038815872534929269 0.0001443760477992943 -0.0031057694059938522 0.0023652866990806301 0.0069449524047439943 0.046655116079463849 0.0067100141957206171 0.0074839702627713268 -0.00016307845849514819 -0.0011127876725924367 0.0039436456991449728 0.011088958787904293 0.056153727223863831 0.033286410873686827 0.033769908695677787 0.040835186742645295 0.0075121188801208025 leaf_weight=1264317 310 215 1423 847 634 3243 28 106 1716 6164 280 2729 12742 62 23447 1899 4665 1342 42 38 1186 2634 85 62 27 64 27 38 42 341 leaf_count=1264317 310 215 1423 847 634 3243 28 106 1716 6164 280 2729 12742 62 23447 1899 4665 1342 42 38 1186 2634 85 62 27 64 27 38 42 341 internal_value=5.42628e-06 0.00665469 2.80202e-06 6.9663e-06 0.00269907 0.00438702 0.0105843 -0.00421745 -2.9119e-06 -0.00104247 -0.000116238 0.00312202 -0.00118628 1.63451e-05 0.000983142 0.0026054 0.00454336 0.00946489 0.00815003 0.00310306 0.000445635 0.00221111 0.015573 0.0229986 0.0321568 0.0427829 -0.00157785 0.00592948 0.0043338 0.0111663 internal_weight=1.33076e+06 525 1.33023e+06 1.32881e+06 4858 3905 662 953 1.32395e+06 24079 17915 4445 13470 1.29987e+06 35553 12106 6387 1446 1384 4941 5719 3820 276 191 129 91 12769 701 663 383 internal_count=1330755 525 1330230 1328807 4858 3905 662 953 1323949 24079 17915 4445 13470 1299870 35553 12106 6387 1446 1384 4941 5719 3820 276 191 129 91 12769 701 663 383 cat_boundaries=0 1 2 3 cat_threshold=768 2077 1619 is_linear=0 shrinkage=0.05 Tree=356 num_leaves=31 num_cat=0 split_feature=16 8 52 18 6 36 31 54 52 70 30 122 17 0 29 121 33 18 102 6 132 14 74 60 79 20 124 127 28 39 split_gain=8.38273 8.31476 8.19628 21.9845 26.8938 22.2023 19.1091 18.7645 21.4496 18.2518 17.392 16.7414 16.4167 16.3916 16.2929 16.0509 15.8843 15.8639 17.6751 16.7214 17.7595 17.0669 22.5283 16.7226 15.8229 15.707 16.2184 16.2397 25.4141 27.19 threshold=22.289999961853031 5.7500000000000009 31.545000076293949 13.344999790191652 12.250000000000002 11.050000190734865 1006.8500061035157 15.654999732971193 12.085000038146974 270.04525756835943 1010.8500061035157 0.28400452435016638 8.7100000381469744 200.50000000000003 1030.1499633789065 -0.50751903653144825 9.3499999046325701 13.344999790191652 0.65543651580810558 9.6500000953674334 1023.0499877929689 4.0850000381469735 0.79886436462402355 0.65715083479881298 4.3750000000000009 8.2750000953674334 -0.96811076998710621 -0.8338540494441985 997.54998779296886 11.250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 7 4 14 10 15 8 -1 -7 13 12 -11 -5 -4 -6 -14 18 19 20 21 23 -23 -10 -22 26 -9 28 29 -28 right_child=1 -3 3 5 6 9 -8 25 17 11 -12 -13 16 -15 -16 -17 -18 -19 -20 -21 24 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-2.1599824098270467e-05 0.00089375656662799691 0.013616106745186179 0.0022664745704943905 -0.0040513509062394355 -0.022750224065493777 -0.0017132345785169792 -0.0006385788440877552 -0.0040488082853914519 0.0051513527870592508 0.019485203145949311 -0.001581551567445511 -0.0014061634010031111 0.005084714855186378 -0.017724128172096665 0.018589540587302732 -0.0052153815968874065 0.00081371094829869547 3.7532292960984667e-05 -0.00049010708860818322 -0.00051754625638618889 0.064665775503963227 0.073641857244074349 0.0024459464326500894 0.0017277201005589456 0.014468732029709913 -0.0016369427679992451 0.068859157804399732 -0.000283356148351511 0.0024901209441143784 0.005889301698771306 leaf_weight=1115798 301 224 20908 649 187 9205 2351 2598 6417 121 7407 7927 2300 331 154 432 40689 18375 5438 3180 20 20 25 8030 73 31677 30 41796 4052 40 leaf_count=1115798 301 224 20908 649 187 9205 2351 2598 6417 121 7407 7927 2300 331 154 432 40689 18375 5438 3180 20 20 25 8030 73 31677 30 41796 4052 40 internal_value=5.15617e-06 0.00632196 2.66313e-06 0.00045624 0.00175772 4.96748e-07 -0.00269651 -3.12977e-05 1.99511e-05 0.000336056 -0.00240975 0.000705664 0.00109398 -0.0086694 0.00238582 -0.0105127 0.00104222 0.00113502 0.00200415 0.00276766 0.00348395 0.00334418 0.0340886 0.00324841 0.0252638 -0.000770941 -0.000205512 1.19379e-05 0.00300614 0.0328764 internal_weight=1.33076e+06 525 1.33023e+06 92661 24032 68629 2970 1.23757e+06 1.15738e+06 60242 8387 51037 43110 980 21062 619 42989 41578 23203 17765 14585 14492 45 14447 93 80193 48516 45918 4122 70 internal_count=1330755 525 1330230 92661 24032 68629 2970 1237569 1157376 60242 8387 51037 43110 980 21062 619 42989 41578 23203 17765 14585 14492 45 14447 93 80193 48516 45918 4122 70 is_linear=0 shrinkage=0.05 Tree=357 num_leaves=31 num_cat=3 split_feature=4 102 123 126 37 120 55 67 6 30 31 120 5 136 95 4 3 136 66 38 136 40 21 84 35 42 4 43 34 35 split_gain=7.71036 18.5788 20.4683 15.8861 19.0156 16.7581 19.1172 35.9678 17.169 16.6957 16.4611 16.0481 14.7052 14.0073 13.4379 13.3098 13.0706 12.6124 12.1526 11.9722 11.7365 17.9899 16.1144 13.5223 11.7105 12.1233 12.5911 11.7124 13.1053 15.3825 threshold=14.550000190734865 0.23126594722270968 0.6755644977092744 -0.95368063449859608 12.250000000000002 0.6755644977092744 8.0650000572204608 4.5950000286102304 16.550000190734867 1001.8500061035157 1000.3500061035157 0.49240480363368994 13.250000000000002 0 0.5671483874320985 12.650000095367433 143.50000000000003 1 54.215000152587898 13.449999809265138 2 6.7500000000000009 7.7349998950958261 0.86795431375503551 10.34999990463257 9.6500000953674334 5.4500000476837167 3.0499999523162846 10.84999990463257 11.250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 left_child=12 2 -2 4 10 6 9 -8 20 17 -3 13 15 19 -6 -1 -7 -5 -4 -11 21 22 -9 -22 25 26 -14 28 -26 -30 right_child=1 3 18 5 14 16 7 8 -10 11 -12 -13 24 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 27 -27 -28 -29 29 -31 leaf_value=-4.6367721216120425e-06 -0.0013539349355049001 0.053847447390268956 -0.026275168516834202 0.00361740048014704 0.023991277342429385 0.027695952430238119 0.044313077752788865 0.016664028283631428 -0.011908520126138251 0.0024888142156677066 0.013980471851273039 0.010614900068018261 0.032639495430824658 -0.0050577369885702918 -0.01282239938070151 0.0014167529318707785 -0.004899706980646696 -0.014071433380082626 0.0094470005261647547 -0.0087709929270888953 0.0088860757707877845 -0.033752651300958614 0.00016066017115543433 -0.0054227761101142014 0.0054685744014367913 -0.030156941807200743 -0.0036797895365685662 -0.0030513829905734753 -0.0060756700478797158 0.00045431264208407293 leaf_weight=1287680 1870 28 133 144 32 108 60 538 139 3181 344 398 24 996 110 16683 43 326 29 255 321 22 204 340 1073 43 4188 3735 1043 6665 leaf_count=1287680 1870 28 133 144 32 108 60 538 139 3181 344 398 24 996 110 16683 43 326 29 255 321 22 204 340 1073 43 4188 3735 1043 6665 internal_value=4.89837e-06 0.00141523 -0.00283095 0.00255217 0.0110394 0.00193557 0.00157621 0.00632244 0.004865 0.000121894 0.0169812 0.000997301 -5.37221e-06 0.000133626 -0.00452636 1.3543e-05 0.0184137 -0.0088743 -0.0198805 0.00164838 0.00650116 0.010666 0.0121267 0.00150326 -0.0014765 -0.00374251 -0.00347284 -0.000706141 0.000291408 -0.000429285 internal_weight=1.33076e+06 9621 2032 7589 514 7075 6924 1624 1564 5300 372 4830 1.32113e+06 4432 142 1.30436e+06 151 470 162 3436 1425 764 742 661 16771 4255 4212 12516 8781 7708 internal_count=1330755 9621 2032 7589 514 7075 6924 1624 1564 5300 372 4830 1321134 4432 142 1304363 151 470 162 3436 1425 764 742 661 16771 4255 4212 12516 8781 7708 cat_boundaries=0 1 2 3 cat_threshold=2455 265 5892 is_linear=0 shrinkage=0.05 Tree=358 num_leaves=31 num_cat=2 split_feature=6 4 103 112 100 35 7 98 122 136 84 31 70 14 25 127 39 109 6 43 136 35 119 11 30 126 25 126 5 120 split_gain=7.54462 11.863 19.3473 11.1301 10.5852 10.5555 10.5208 12.9913 10.2786 11.9544 22.0385 15.1624 14.2259 11.1508 10.8942 10.4814 10.0282 9.89524 9.13359 21.1477 22.5533 15.0736 31.9796 45.1848 19.1118 15.8372 17.13 13.537 16.1028 21.7695 threshold=16.750000000000004 15.250000000000002 0.14017153531312945 0.19936034083366397 -0.84695014357566822 13.84999990463257 16.550000190734867 -0.97867172956466664 -0.55191597342491139 0 0.76920393109321605 1008.2500000000001 218.20629882812503 4.1849999427795419 172.50000000000003 -0.8338540494441985 12.250000000000002 -0.97540867328643788 13.050000190734865 0.35000000894069677 1 11.150000095367433 -0.96359375119209278 19.050000190734867 1000.4500122070314 0.737249255180359 318.50000000000006 -0.97233289480209339 6.4500000476837167 -0.58068084716796864 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 18 4 -4 -3 8 7 -6 -2 10 12 16 14 17 -10 -15 -11 -13 -1 20 21 25 23 24 -23 -20 -27 28 29 -22 right_child=5 2 3 -5 6 -7 -8 -9 9 11 -12 13 -14 15 -16 -17 -18 -19 19 -21 27 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=1.7365990102646975e-05 -0.011868885189985967 -0.016505740952848551 0.0034641240398067237 0.016545705803779558 -0.0079365918237830971 -0.015733074425970699 -0.027754173299448716 0.0051518348238377715 0.035855945559322006 -0.0057870836639586764 -0.0035316899408186415 -0.023336795726608413 0.064086719715724813 0.018354413377994587 -0.006618387748200733 -0.0080147833558730786 -0.025548030667263889 0.00073562119018823224 -0.0034754423443914282 -0.0034915551383795044 0.0033713288845554478 0.057168384322098323 0.0043866335530354933 0.083489804474326468 0.0041394584754670272 0.0091753646032301812 -0.0052096745651848868 -0.0014881222177660668 0.0034152930785988482 0.066081342995166784 leaf_weight=1300389 222 142 3735 170 332 160 37 442 36 245 108 51 23 153 26 50 87 262 1296 6164 31 21 2021 30 89 699 294 12770 645 25 leaf_count=1300389 222 142 3735 170 332 160 37 442 36 245 108 51 23 153 26 50 87 262 1296 6164 31 21 2021 30 89 699 294 12770 645 25 internal_value=4.64762e-06 8.54278e-06 0.00247483 0.00403362 -0.00391244 -0.00363412 -0.00170745 -0.000462322 -0.00210139 -1.84091e-05 0.0108931 -0.00259962 0.0305027 0.00273264 0.0180441 0.0118595 -0.0109654 -0.00318672 -5.03237e-07 -0.000965292 -9.63742e-05 0.00298583 0.00598752 0.0290974 0.0142632 0.000165034 0.00491635 -0.00111593 0.00564823 0.0313669 internal_weight=1.33076e+06 1.32933e+06 4858 3905 953 1423 811 774 1263 1041 193 848 85 516 62 203 332 313 1.32447e+06 24085 17921 4450 2161 140 110 2289 993 13471 701 56 internal_count=1330755 1329332 4858 3905 953 1423 811 774 1263 1041 193 848 85 516 62 203 332 313 1324474 24085 17921 4450 2161 140 110 2289 993 13471 701 56 cat_boundaries=0 1 2 cat_threshold=773 2077 is_linear=0 shrinkage=0.05 Tree=359 num_leaves=31 num_cat=3 split_feature=16 136 53 26 1 135 22 32 133 15 52 107 22 136 54 16 64 39 66 12 30 111 136 104 31 15 3 20 104 29 split_gain=7.55669 7.72917 8.95338 8.09907 9.41171 7.4452 14.1446 12.1816 8.9247 9.25044 7.3547 20.5235 21.656 18.504 16.9389 23.3035 22.5479 16.2283 19.9044 19.7542 16.1918 18.2749 16.5857 17.0442 36.0416 21.5832 26.1242 20.8056 15.6649 19.5002 threshold=22.289999961853031 0 14.675000190734865 307.50000000000006 43.500000000000007 1028.5999755859377 8.1949996948242205 10.449999809265138 1028.350036621094 1.7050000429153445 37.125000000000007 -0.28984211385250086 9.3949999809265154 1 29.144999504089359 9.5450000762939471 43.125000000000007 12.34999990463257 63.875000000000007 3.3349999189376835 1026.2500000000002 -0.12556558102369306 2 -0.99235692620277394 1024.549987792969 2.804999947547913 285.50000000000006 8.6549997329711932 -0.75851973891258229 1008.7500000000001 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=5 -2 3 4 -3 8 -7 -8 10 -10 14 12 13 -12 -1 -16 -17 19 20 -14 21 -19 -23 24 -24 26 -26 -25 29 -20 right_child=1 2 -4 -5 -6 6 7 -9 9 -11 11 -13 17 -15 15 16 -18 18 28 -21 -22 22 23 27 25 -27 -28 -29 -30 -31 leaf_value=2.7108018718783724e-06 -0.0056235770277756579 0.045345342376430592 -0.004352622411828092 -0.0044670389861696299 0.013681425493214419 -0.0039153098249342299 0.053350431700660429 0.012877526655017089 0.019573939442634584 -0.016915820774474098 0.0031229121103290131 -0.0021775639040610404 0.00029084090565385551 0.00076979499404580885 0.0066260465571979761 -0.00080092729547815193 -0.004449513580651745 -0.002705177313328352 0.021050410583476595 -0.004079886388169634 -0.0067673878054021188 -0.0064476845023651629 0.0042867724224783235 0.0076244537855923436 0.020209781765006485 0.014526061096263152 0.098344948207554614 0.00029516936258743823 -0.0053034102944011915 0.0052590688537041122 leaf_weight=1218461 110 26 94 54 241 125 22 120 20 132 12365 6683 5264 25785 938 27206 5015 3863 235 5080 821 686 1806 1046 20 54 23 13030 267 1163 leaf_count=1218461 110 26 94 54 241 125 22 120 20 132 12365 6683 5264 25785 938 27206 5015 3863 235 5080 821 686 1806 1046 20 54 23 13030 267 1163 internal_value=4.41524e-06 0.00600192 0.00900197 0.0131931 0.0167648 2.04821e-06 0.00835056 0.019148 3.72188e-07 -0.0121145 1.75695e-06 0.000472209 0.000719852 0.0015335 -2.76331e-05 -0.00114265 -0.00136881 -0.000210676 0.000528683 -0.00185565 0.000118037 0.000393414 0.00111168 0.00143934 0.00588148 0.0355725 0.062003 0.000839815 0.00579407 0.00791355 internal_weight=1.33076e+06 525 415 321 267 1.33023e+06 267 142 1.32996e+06 152 1.32981e+06 78191 71508 38150 1.25162e+06 33159 32221 33358 23014 10344 21349 20528 16665 15979 1903 97 43 14076 1665 1398 internal_count=1330755 525 415 321 267 1330230 267 142 1329963 152 1329811 78191 71508 38150 1251620 33159 32221 33358 23014 10344 21349 20528 16665 15979 1903 97 43 14076 1665 1398 cat_boundaries=0 1 2 3 cat_threshold=160 4628 2212 is_linear=0 shrinkage=0.05 Tree=360 num_leaves=31 num_cat=3 split_feature=5 136 4 102 55 67 95 23 123 7 132 135 8 34 27 117 125 120 27 126 15 60 136 79 52 5 43 136 126 8 split_gain=12.1255 11.6014 10.4573 12.2583 12.4291 32.0939 12.0579 10.1952 10.1927 11.3919 11.155 14.4251 10.0328 14.2958 12.0631 13.1363 11.573 9.99809 18.6497 12.0588 11.1589 9.62469 9.1482 15.6716 8.89523 8.7662 12.6993 16.1468 15.0652 14.7969 threshold=17.050000190734867 0 15.150000095367433 0.23126594722270968 8.0650000572204608 8.2950000762939471 0.17851325869560244 6.8650000095367441 0.70088258385658275 14.949999809265138 1011.8500061035157 1012.6499938964845 21.94999980926514 13.84999990463257 277.50000000000006 -0.97988739609718312 -0.9914070963859557 0.49240480363368994 300.50000000000006 -0.96811076998710621 2.5849999189376835 0.43532560765743261 1 22.625000000000004 17.445000648498539 13.250000000000002 0.35000000894069677 2 0.86159634590148937 10.050000190734865 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 left_child=2 12 25 8 17 -6 21 -3 9 10 11 -4 16 14 15 -14 -2 19 20 -5 -19 -7 -8 -24 -11 -1 27 28 -27 -29 right_child=1 7 3 4 5 6 22 -9 -10 24 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 29 -30 -31 leaf_value=1.5823344339654627e-05 -0.029230161676726613 -0.0042990911103697729 0.00052836124161142236 0.01522811570419589 0.03988450964128501 0.044247238295933897 -0.0048318903387247585 -0.021909210849663564 -0.019450852825248152 -0.028492026062061387 -0.028315285106145893 0.034176902726969938 0.057976796308701686 -0.02123194752726704 0.00015507168136537076 0.014408374623105184 -0.0034218466369673631 -0.0091882663689791515 0.036494779152729154 0.00025432458918491348 0.011749484374419536 0.012243424569851884 0.020672535662384084 0.00095423114749963983 0.001214263626995186 0.00063112429684491697 -0.0032119985463584105 0.013323867739520118 0.0078628750386379783 -0.0021337350682895449 leaf_weight=1305292 48 160 915 142 76 31 228 169 80 63 32 33 22 40 115 81 457 94 56 2531 197 97 150 307 42 5667 5048 158 825 7693 leaf_count=1305292 48 160 915 142 76 31 228 169 80 63 32 33 22 40 115 81 457 94 56 2531 197 97 150 307 42 5667 5048 158 825 7693 internal_value=4.49917e-06 -0.00526211 8.82412e-06 0.00227438 0.00361604 0.00881253 0.00590789 -0.0129514 -0.00222735 -0.000957419 0.000719591 0.00169967 -0.00175383 0.00624466 0.0112862 0.0237143 -0.00587491 0.00208634 0.0100711 0.00104979 0.00498609 0.0199943 0.00327568 0.0072673 -0.0166095 1.46236e-07 -0.00105515 -0.000296047 0.00154775 -0.00182033 internal_weight=1.33085e+06 1092 1.32976e+06 5074 3909 889 813 329 1165 1085 980 948 763 258 218 103 505 3020 347 2673 291 128 685 457 105 1.32468e+06 19391 14343 6492 7851 internal_count=1330849 1092 1329757 5074 3909 889 813 329 1165 1085 980 948 763 258 218 103 505 3020 347 2673 291 128 685 457 105 1324683 19391 14343 6492 7851 cat_boundaries=0 1 2 3 cat_threshold=405 83 5436 is_linear=0 shrinkage=0.05 Tree=361 num_leaves=31 num_cat=0 split_feature=5 75 37 120 39 64 4 102 110 124 109 7 125 122 36 28 8 28 118 31 125 40 5 7 28 39 35 43 12 40 split_gain=10.9433 10.5621 12.8467 19.7548 10.815 10.091 9.46269 11.5663 11.4082 14.673 13.753 9.67926 9.36316 9.10343 9.03887 9.55696 8.28817 8.07339 27.5862 26.3504 33.05 24.3577 23.5861 28.2498 23.2654 40.3837 42.0082 21.6721 21.504 32.5643 threshold=17.050000190734867 0.7888895869255067 12.050000190734865 0.1650413200259209 11.750000000000002 84.40000152587892 15.550000190734865 0.23126594722270968 -0.42518109083175654 -0.96811076998710621 -0.97540867328643788 14.949999809265138 -0.86159634590148915 0.68832838535308849 9.2500000000000018 1015.9500122070314 23.349999427795414 1017.9500122070314 0.64942333102226268 1019.3500061035157 0.58068084716796886 8.2500000000000018 7.5499999523162851 3.5499999523162846 1014.7500000000001 11.250000000000002 9.8499999046325701 12.949999809265138 3.3549998998641972 4.7500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 5 16 -2 17 11 9 -9 -11 13 -4 -8 -10 -16 -5 19 27 -1 21 22 23 -21 25 26 -25 -19 -29 -30 right_child=1 -3 12 4 -6 -7 7 8 14 10 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=4.300952965360954e-05 -0.0065401915271909002 -0.01253669392571076 -0.018922034437800276 0.0005000305629116209 0.044442808010353475 0.023519215672727554 0.00067449783959724419 -0.0097036147433699985 -0.0019057445716106484 0.0074500044557924685 0.04617727811340816 -0.018557462958242035 -0.001481706851230162 -0.022502664542860457 0.0070190816458049338 -0.0016590027610333498 0.028161659752950076 -9.0308211254928905e-05 -0.0010542977654445878 0.003910944456241558 -0.00028160393041409885 7.0739577909902348e-05 0.0011031646831163198 0.029398452151471223 0.0096304127959924313 0.011378632079856087 0.11459790435822115 0.0011466387152635688 0.038073679624784106 0.0056341050627058626 leaf_weight=886568 281 326 145 68 32 31 724 33 587 41 52 84 164 45 1505 402 45 323634 74247 3311 10155 3413 2552 39 2179 121 23 18592 82 1368 leaf_count=886568 281 326 145 68 32 31 724 33 587 41 52 84 164 45 1505 402 45 323634 74247 3311 10155 3413 2552 39 2179 121 23 18592 82 1368 internal_value=4.2724e-06 -0.004999 -0.00179105 0.00353337 0.0187824 -0.00355352 8.3811e-06 0.00261488 0.00426129 0.0189401 0.029104 -0.0024421 -0.00966568 -0.000681773 0.0035197 0.00518972 0.0115157 1.55574e-06 -0.000180314 8.52313e-05 0.00180287 0.00362172 0.00509522 0.00689105 0.0110685 0.0281918 0.0610047 8.49927e-06 0.00160402 0.00746862 internal_weight=1.33085e+06 1092 766 457 145 312 1.32976e+06 3473 2620 126 93 853 309 769 2494 1907 113 1.32628e+06 417923 908361 21793 11638 8225 5673 2362 183 62 343676 20042 1450 internal_count=1330849 1092 766 457 145 312 1329757 3473 2620 126 93 853 309 769 2494 1907 113 1326284 417923 908361 21793 11638 8225 5673 2362 183 62 343676 20042 1450 is_linear=0 shrinkage=0.05 Tree=362 num_leaves=31 num_cat=2 split_feature=5 39 0 125 93 28 28 30 0 6 13 28 37 136 111 38 31 31 6 31 87 18 13 136 54 64 4 82 122 35 split_gain=10.0962 12.4682 14.2852 8.40057 10.3505 8.33188 31.135 40.2802 41.8444 43.3186 37.8247 54.1768 36.4638 36.7146 32.0962 44.9746 28.921 26.5878 25.7657 24.9931 23.996 22.7828 22.6349 22.4857 26.4772 19.7468 18.7678 18.5306 18.3312 20.3506 threshold=17.349999427795414 12.150000095367433 170.50000000000003 -0.98321744799613942 -0.61115053296089161 1009.9500122070314 1.0000000180025095e-35 997.54998779296886 288.50000000000006 9.3499999046325701 2.6149998903274541 1004.9500122070314 11.84999990463257 0 -0.90038016438484181 11.449999809265138 1012.6499938964845 1008.4500122070314 14.949999809265138 1006.4500122070314 0.83926904201507579 9.5450000762939471 3.495000004768372 1 78.634998321533217 63.780000686645515 14.949999809265138 177.13626098632815 0.9238443672657014 9.3499999046325701 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=5 2 3 -2 -5 6 25 8 9 28 11 14 13 18 15 27 -13 -7 -12 -16 -17 -21 -10 -14 -25 -1 -23 -9 29 -8 right_child=1 -3 -4 4 -6 17 7 10 22 -11 12 16 23 -15 19 20 -18 -19 -20 21 -22 26 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00019643287704025557 0.036259406312512087 -0.013640767528315421 -0.0073707831590787837 0.038605618813917754 0.0011107204874177407 -0.0026333865211716234 0.006349329741523517 0.041509731703748304 0.0031201853012516809 0.0054853661885764021 0.0041652085817921484 0.00092967996922574479 0.0029945652822041223 -0.0036841065177323005 0.0026287621594151059 0.033451903983950614 0.005539814544134665 -1.72530823927246e-05 0.035220501214886707 0.0018894002100427023 0.084216211890352194 0.019105314980520986 -0.027207786167554301 -0.0017313057545494453 0.0070888936105715193 -0.0066672566777396473 -0.017886470961901876 -0.0076109508611504383 -0.0061168506677609447 0.03069335094857318 leaf_weight=88129 26 301 318 21 149 9794 110 24 131 1186 923 37334 7353 10013 1544 118 3743 1157885 72 348 29 721 116 7736 956 1195 36 96 51 391 leaf_count=88129 26 301 318 21 149 9794 110 24 131 1186 923 37334 7353 10013 1544 118 3743 1157885 72 348 29 721 116 7736 956 1195 36 96 51 391 internal_value=4.05878e-06 -0.00555929 -0.000826749 0.00979061 0.00574244 7.46781e-06 0.000343081 0.00110884 0.00813393 0.0108707 0.000912562 0.00181726 -0.000558639 -0.00277484 0.00840278 0.0249258 0.00134976 -3.91961e-05 0.00634862 0.00673739 0.0434666 0.0124783 -0.0111229 0.000961831 -0.000760331 -0.000283001 0.0173461 0.00221319 0.0224412 0.0253484 internal_weight=1.33085e+06 815 514 196 170 1.33003e+06 162355 73031 1985 1738 71046 43993 27053 11008 2916 267 41077 1.16768e+06 995 2649 147 1105 247 16045 8692 89324 757 120 552 501 internal_count=1330849 815 514 196 170 1330034 162355 73031 1985 1738 71046 43993 27053 11008 2916 267 41077 1167679 995 2649 147 1105 247 16045 8692 89324 757 120 552 501 cat_boundaries=0 1 2 cat_threshold=515 4428 is_linear=0 shrinkage=0.05 Tree=363 num_leaves=31 num_cat=1 split_feature=60 63 73 7 84 103 135 21 136 129 127 31 124 23 6 54 14 10 97 87 31 108 34 133 13 36 35 32 33 20 split_gain=7.81122 20.5699 16.007 14.7159 21.9035 17.1588 16.2554 21.9008 17.9237 17.2559 14.5815 26.9986 19.4883 14.9981 21.0582 17.0637 14.4088 14.0774 13.918 16.4058 13.1372 12.8043 13.9861 17.5002 22.5353 14.6074 18.9815 13.6765 12.5907 12.3378 threshold=0.6911168396472932 0.67566779255867015 0.80620828270912182 4.7500000000000009 0.80439507961273204 -0.94143500924110401 1021.9500122070314 10.244999885559084 0 35.500000000000007 -0.8338540494441985 1017.9500122070314 0.6755644977092744 6.2850000858306894 5.8500001430511483 8.8949999809265154 1.735000014305115 20.44999980926514 -0.74220186471939076 0.8747524917125703 1020.7500000000001 0.24820543825626376 9.0500001907348651 1023.2500000000001 1.8149999976158144 12.750000000000002 13.150000095367433 12.050000190734865 11.650000095367433 10.055000305175783 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 16 6 5 -5 8 21 20 -10 11 12 18 14 -13 -16 -2 -12 -6 -20 -4 22 -8 -24 -25 -26 -27 -23 -9 -18 right_child=2 -3 3 4 10 -7 7 28 9 -11 17 13 -14 -15 15 -17 29 -19 19 -21 -22 27 23 24 25 26 -28 -29 -30 -31 leaf_value=4.7617963695645025e-07 -1.6393509069091162e-05 0.00092643653128308815 -0.0026479724900632549 -0.019633017038245517 -0.0031066966994108469 0.0018881550892684744 0.04962248802185059 -0.02110632027238403 0.00034581119974791836 -0.003964943112868856 -0.00033088558029167154 -0.0021282138716843392 0.020521381554095539 0.0096618309449876781 0.088394527104683221 0.028361510363375322 -0.0011619718330813931 -0.01875226968012822 0.0018328387343969485 0.03931001329491305 -6.2031527178106591e-05 -0.0029219899568230334 0.00054994781671870337 -0.012769900513681463 0.012732090489209993 0.078536704182624817 0.027690964988950229 0.011422133026328243 -0.00023590255508125041 -0.0035262933626845254 leaf_weight=1089351 23058 63472 14799 93 1235 22555 30 91 32018 2503 37064 27 109 562 20 29 28067 104 91 43 7351 303 134 31 46 31 45 368 351 6868 leaf_count=1089351 23058 63472 14799 93 1235 22555 30 91 32018 2503 37064 27 109 562 20 29 28067 104 91 43 7351 303 134 31 46 31 45 368 351 6868 internal_value=3.85558e-06 5.14576e-05 -0.000304396 2.51542e-05 0.000561379 0.00179978 -0.000546428 0.00471847 -0.000679279 3.32435e-05 -0.000152585 0.00388471 0.000174005 0.012481 0.0333278 0.0528648 -0.000986492 -0.000382431 -0.00144606 0.0138591 -0.00178896 0.00885718 0.0171385 0.013743 0.0252977 0.0349706 0.0484307 0.00494483 -0.00453275 -0.00162678 internal_weight=1.33085e+06 1.15282e+06 178026 120033 61932 22648 58101 1430 56671 34521 39284 2116 1478 638 76 49 57993 37168 1369 134 22150 988 317 287 153 122 76 671 442 34935 internal_count=1330849 1152823 178026 120033 61932 22648 58101 1430 56671 34521 39284 2116 1478 638 76 49 57993 37168 1369 134 22150 988 317 287 153 122 76 671 442 34935 cat_boundaries=0 1 cat_threshold=341 is_linear=0 shrinkage=0.05 Tree=364 num_leaves=31 num_cat=3 split_feature=5 136 23 10 33 120 55 53 18 28 118 31 125 22 40 76 31 3 79 67 43 136 52 43 136 54 29 2 68 29 split_gain=9.10835 11.195 11.5311 11.4601 8.73015 13.9898 11.7456 10.6153 15.2568 7.82351 25.1213 23.304 30.4571 22.6248 22.4516 23.5257 28.3941 39.4187 20.5078 41.5237 24.1803 26.8765 23.4353 21.7217 20.3535 20.0726 26.802 23.9497 41.4517 23.0158 threshold=17.349999427795414 0 6.7049999237060556 13.650000095367433 13.650000095367433 0.1650413200259209 42.715000152587898 14.385000228881838 11.269999980926515 1017.9500122070314 0.64942333102226268 1019.3500061035157 0.58068084716796886 5.7750000953674325 8.2500000000000018 7.055000066757203 1023.8500061035157 230.50000000000003 7.7550001144409189 14.50500011444092 10.050000190734865 1 8.7849998474121112 1.0000000180025095e-35 2 19.195000648498539 1032.7500000000002 1.0000000180025095e-35 266.33505249023443 1026.350036621094 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 left_child=9 3 -3 -2 5 6 -5 8 -7 11 18 -1 14 -12 15 16 -13 -18 19 20 21 23 -20 -11 -14 26 27 28 -21 -30 right_child=1 2 -4 4 -6 7 -8 -9 -10 10 13 12 24 -15 -16 -17 17 -19 22 25 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=4.9318572341428148e-05 -0.033629936918329738 -0.0018502186174356493 -0.023457385046879622 -0.0068621377132401969 -0.01510163560951463 0.015245054563199013 0.021281158300333246 -0.0032002112124951522 0.064259890047833321 -0.00031977021305345534 0.00068905227607031602 0.0065376376023351754 -0.0031890034297238565 -0.0014537407319985872 3.100867967328983e-05 0.0015094123046542657 0.0052415492699334496 0.081911182431504137 -0.001725604471883429 0.064030950886603349 0.00089885632596814621 0.00014963047203466577 -1.6081011493533468e-05 -0.0024191977502746671 0.001417176747028643 0.0010415125610155924 0.060925044332231795 0.0035765969540905666 0.0084967343532874537 0.063192213582806286 leaf_weight=889830 26 107 146 269 78 77 43 49 20 28926 15581 4993 3800 58835 3416 3223 38 30 32315 39 63736 127838 52809 21462 6463 9047 21 7110 502 20 leaf_count=889830 26 107 146 269 78 77 43 49 20 28926 15581 4993 3800 58835 3416 3223 38 30 32315 39 63736 127838 52809 21462 6463 9047 21 7110 502 20 internal_value=3.6628e-06 -0.00528052 -0.0137747 -0.00119034 0.000361015 0.00299439 -0.00298341 0.0157689 0.0253512 6.90077e-06 -0.000172149 8.90313e-05 0.00169799 -0.00100509 0.00344185 0.00484836 0.0069747 0.0390664 8.12868e-06 0.000229636 6.30222e-05 -0.000235883 -0.000665055 -0.00121375 -0.000290044 0.00263803 0.00451579 0.00436136 0.0143073 0.0105923 internal_weight=1.33085e+06 815 253 562 536 458 312 146 97 1.33003e+06 418241 911793 21963 74416 11700 8284 5061 68 343825 258701 241962 178226 85124 50388 10263 16739 7692 7671 561 522 internal_count=1330849 815 253 562 536 458 312 146 97 1330034 418241 911793 21963 74416 11700 8284 5061 68 343825 258701 241962 178226 85124 50388 10263 16739 7692 7671 561 522 cat_boundaries=0 1 2 3 cat_threshold=405 7208 198 is_linear=0 shrinkage=0.05 Tree=365 num_leaves=31 num_cat=2 split_feature=28 28 13 28 55 31 31 136 72 119 40 15 64 75 78 12 105 127 79 16 124 122 136 62 32 30 38 15 31 36 split_gain=8.57497 38.1746 58.9202 66.2899 34.9726 33.3677 29.4987 24.2681 39.5651 49.5565 28.393 23.3905 22.7973 22.6898 22.5247 22.463 21.7448 39.0368 34.982 36.6719 21.4009 21.3421 20.8364 22.0611 20.082 24.9388 23.2141 23.1911 40.0647 42.3846 threshold=1008.6499938964845 1.0000000180025095e-35 3.1750000715255742 1004.1499938964845 27.845000267028812 1006.8500061035157 1011.5499877929689 0 0.7641674578189851 0.30069434642791754 6.0499999523162851 1.3650000095367434 63.780000686645515 0.80049672722816478 7.9049999713897714 1.8149999976158144 -0.90223079919815052 -0.043617725372314446 31.724999427795414 14.550000190734865 -0.80382624268531788 0.77159520983695995 1 0.8824957311153413 10.84999990463257 1001.8500061035157 11.750000000000002 5.2950000762939462 1000.3500061035157 12.449999809265138 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 12 3 7 11 13 -5 8 10 -10 -3 -4 15 -2 -8 -1 17 22 -19 -20 -17 -18 -6 -24 25 -13 -27 -26 29 -29 right_child=5 2 4 6 16 -7 14 -9 9 -11 -12 24 -14 -15 -16 20 21 18 19 -21 -22 -23 23 -25 27 26 -28 28 -30 -31 leaf_value=-0.0010198549592481015 -0.0021822405409143413 0.0067506406580769398 -0.035818306521440933 0.0013050420262989821 -0.0069430799210178007 -3.1286892097177669e-05 0.010284182098877361 0.0073677701997757299 0.085727347883031435 0.0091114917793908186 0.038435058402462627 -0.012022676049757441 -0.0069918552271327709 -0.009698875220938959 0.0011595302824884406 -0.0048319593101795073 0.00250336213094872 0.016742628951437334 0.033534471167100448 0.11756911881268024 0.0007862070607988856 -0.015742845691959648 0.019063154542981107 -0.034628939409629404 -0.0011807194963756071 -0.0061739773446789067 0.0024915744963517582 0.051161639814591521 -0.0023738721328845714 -0.0062832922791130844 leaf_weight=38499 4972 344 52 20319 235 1193760 1741 3484 46 39 89 952 1221 1258 1106 1757 2798 144 37 20 48076 170 215 21 6277 1999 1260 97 200 48 leaf_count=38499 4972 344 52 20319 235 1193760 1741 3484 46 39 89 952 1221 1258 1106 1757 2798 144 37 20 48076 170 215 21 6277 1999 1260 97 200 48 internal_value=-8.36653e-06 0.000375345 0.00162509 0.00299945 -0.000945547 -5.0334e-05 0.00197291 0.00894171 0.0190185 0.0505742 0.0132631 -0.00236432 -0.000206498 -0.00370005 0.00673945 -0.000112705 0.00329713 0.0114188 0.0298662 0.0630203 0.000588123 0.00145826 0.00354632 0.0137048 -0.00220373 -0.00490334 -0.00282369 -0.000487024 0.0121342 0.0321454 internal_weight=1.33124e+06 131246 41693 27168 14525 1.19999e+06 23166 4002 518 85 433 10885 89553 6230 2847 88332 3640 672 201 57 49833 2968 471 236 10833 4211 3259 6622 345 145 internal_count=1331236 131246 41693 27168 14525 1199990 23166 4002 518 85 433 10885 89553 6230 2847 88332 3640 672 201 57 49833 2968 471 236 10833 4211 3259 6622 345 145 cat_boundaries=0 1 2 cat_threshold=261 1670 is_linear=0 shrinkage=0.05 Tree=366 num_leaves=31 num_cat=3 split_feature=80 2 6 32 56 80 136 97 20 52 127 109 55 22 52 136 9 105 28 99 8 15 64 6 31 136 52 31 128 8 split_gain=8.40324 12.9802 14.7735 10.563 8.9067 36.5225 23.0602 18.6988 23.2279 29.5013 28.3501 26.0886 20.6567 19.5403 18.1399 17.7778 20.7145 20.7682 18.7558 17.392 16.5586 14.4047 20.7196 14.2078 14.169 14.1342 14.122 17.2457 19.9078 13.6648 threshold=342.05439758300787 26.500000000000004 13.650000095367433 12.650000095367433 290.07197570800787 260.85455322265631 0 -0.73595395684242237 7.9749999046325692 7.7049999237060556 0.68832838535308849 0.61459869146347057 3.2050000429153447 6.5350000858306894 3.5349999666213994 1 10.550000190734865 -0.3792047500610351 1017.9500122070314 -0.8878192901611327 15.949999809265138 3.4850000143051152 67.155002593994155 15.949999809265138 1009.8500061035157 2 1.5950000286102297 1007.1499938964845 303.50000000000006 9.7500000000000018 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=4 2 -2 -3 -1 14 -7 8 9 12 11 20 26 -10 -6 16 -9 21 24 -12 -11 22 -18 25 -17 -15 -8 28 -28 -16 right_child=1 3 -4 -5 5 6 7 15 13 10 19 -13 -14 23 29 18 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-4.9068012076104567e-05 0.002190821391167858 -0.0042671528321959118 -0.039957633685498012 0.00018454573645207547 0.0017934785853658043 -0.001115889598652556 0.00035499560867514597 0.00132997733239719 0.011011147818277122 0.0067275925537857301 -0.00068885420899817123 0.0024583568631108199 -0.0009306927244996841 0.0015615651272651305 -0.0017934171026070427 -0.002453749965859368 0.017908499962979718 -0.0004127491532192337 -0.002001271011497037 0.0027245375129137462 0.022702215212776503 0.0038640618563862937 0.054603971064918572 -0.029948880970149708 0.00092211602828576658 -0.00031430343243387825 0.034794096582747229 0.0028215361030932713 0.0078177631601491684 -0.0055067091338427653 leaf_weight=1146231 2082 4025 21 1992 2464 18535 7616 3446 423 5667 5511 5844 11963 14265 8112 3726 265 265 13396 11559 167 139 45 39 18746 33855 85 6835 350 3567 leaf_count=1146231 2082 4025 21 1992 2464 18535 7616 3446 423 5667 5511 5844 11963 14265 8112 3726 265 265 13396 11559 167 139 45 39 18746 33855 85 6835 350 3567 internal_value=-7.94804e-06 -0.00161151 0.00176994 -0.00279336 1.89309e-06 0.000332126 0.000543926 0.000757287 0.00111026 0.00180816 0.00292124 0.00481959 0.000616361 0.00031158 -0.00210503 -0.000161186 0.00292896 0.0106872 -0.000520255 0.00162253 0.00718487 0.0172384 0.0232353 0.000217601 0.000362376 0.00024205 0.00185964 0.00343589 0.013089 -0.00292753 internal_weight=1.33124e+06 8120 2103 6017 1.32312e+06 176885 162742 144207 104179 55597 28748 11678 26849 48582 14143 40028 4160 714 35868 17070 5834 449 310 48159 22472 48120 14886 7270 435 11679 internal_count=1331236 8120 2103 6017 1323116 176885 162742 144207 104179 55597 28748 11678 26849 48582 14143 40028 4160 714 35868 17070 5834 449 310 48159 22472 48120 14886 7270 435 11679 cat_boundaries=0 1 2 3 cat_threshold=6240 16 532 is_linear=0 shrinkage=0.05 Tree=367 num_leaves=31 num_cat=2 split_feature=81 2 6 84 35 6 18 64 15 125 8 15 12 127 125 31 28 16 13 41 43 67 78 81 15 86 136 43 136 33 split_gain=7.92824 12.2212 14.715 8.5818 8.55605 10.7309 9.9618 8.45928 10.1296 8.34681 21.5516 14.8537 19.7886 14.2928 16.4529 15.8596 27.3084 24.2229 25.5838 22.3129 22.2186 19.6501 31.0568 32.6217 21.8123 19.5005 19.0232 18.1964 28.9593 22.9445 threshold=341.89373779296881 52.500000000000007 13.650000095367433 0.8263261914253236 11.750000000000002 10.650000095367433 8.0099999904632586 1.2849999666213991 1.1950000524520876 0.93038213253021251 6.1499998569488534 0.9650000035762788 1.4750000238418581 0.8140845298767091 -0.35019405186176294 1018.6499938964845 1017.3500061035157 8.0099999904632586 4.0650000572204599 8.2500000000000018 15.550000190734865 12.444999694824221 6.7449998855590829 299.36975097656256 4.9649999141693124 0.75451901555061351 0 8.3499999046325701 1 2.8500000238418584 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 left_child=9 2 3 -2 6 -6 -3 -5 -9 13 -11 12 -12 15 -15 -1 17 -17 19 -19 21 24 23 26 27 -24 -23 29 -29 -18 right_child=1 4 -4 7 5 -7 -8 8 -10 10 11 -13 -14 14 -16 16 20 18 -20 -21 -22 22 25 -25 -26 -27 -28 28 -30 -31 leaf_value=-6.2611560832455659e-05 -0.0029715110528062139 -0.0091266215011081425 -0.036729630835354327 -0.0057447902274370402 -0.0030824138723690446 0.0030804801397360088 -0.0026828571139579202 0.025117768639077744 0.0041567802223652179 -0.00021599271861635766 0.0033519191025073421 0.00087157510803607225 0.018599386139219975 0.00080637280763026526 -0.000524521170307894 -0.0016308203578522984 0.0012104157148451241 0.0048793460066442508 -0.0075727114130262826 0.00027379853469516375 0.0084987298301649663 0.0017196575639966479 -0.0019463067333908711 -0.0013205366508183135 -0.0088085818648868438 0.001046764344894953 0.0067521836768423688 0.0025637891457759333 -0.00011933641646563328 -0.00075260550252814154 leaf_weight=725209 671 908 25 209 2125 1058 1767 60 1464 79048 1398 69739 251 25984 218446 3129 18281 9909 527 3580 815 2908 7050 2700 708 23858 5416 15612 28233 80148 leaf_count=725209 671 908 25 209 2125 1058 1767 60 1464 79048 1398 69739 251 25984 218446 3129 18281 9909 527 3580 815 2908 7050 2700 708 23858 5416 15612 28233 80148 internal_value=-7.55059e-06 -0.00154926 0.00143261 0.00182947 -0.00278569 -0.00103392 -0.00487012 0.00368836 0.00498202 2.10676e-06 0.000352731 0.000982479 0.00567279 -4.28791e-05 -0.000383041 4.67097e-05 0.000437498 0.00234681 0.00323479 0.00365703 0.000261246 0.00022494 0.00117672 0.00345518 -5.41858e-05 0.000364056 0.00500424 -1.06212e-05 0.000836608 -0.000388018 internal_weight=1.33124e+06 8287 2429 2404 5858 3183 2675 1733 1524 1.32295e+06 150436 71388 1649 1.17251e+06 244430 928083 202874 17145 14016 13489 185729 184914 41932 11024 142982 30908 8324 142274 43845 98429 internal_count=1331236 8287 2429 2404 5858 3183 2675 1733 1524 1322949 150436 71388 1649 1172513 244430 928083 202874 17145 14016 13489 185729 184914 41932 11024 142982 30908 8324 142274 43845 98429 cat_boundaries=0 1 2 cat_threshold=6256 4639 is_linear=0 shrinkage=0.05 Tree=368 num_leaves=31 num_cat=0 split_feature=28 28 12 28 52 38 30 103 31 15 83 2 10 31 20 24 31 111 126 107 5 64 12 131 116 31 41 15 38 35 split_gain=7.88233 34.78 54.6691 52.3505 34.7249 36.5402 34.4531 30.2552 30.1296 26.8881 25.0087 25.1643 21.838 21.1207 23.4226 52.4207 24.1806 23.9913 20.8043 20.7028 27.997 20.4847 21.1872 22.9415 19.0083 44.2694 32.1892 22.3633 32.8607 47.5384 threshold=1008.6499938964845 1.0000000180025095e-35 3.4050000905990605 1004.1499938964845 83.77500152587892 12.34999990463257 1010.3500061035157 -0.1842519864439964 1006.8500061035157 1.3550000190734866 288.99476623535162 4.5000000000000009 14.250000000000002 997.35000610351574 7.3150000572204599 269.50000000000006 1011.5499877929689 0.075553290545940413 -0.73724925518035878 0.078353524208068862 9.2500000000000018 63.780000686645515 2.6350001096725468 281.50000000000006 0.14780378341674807 1003.9500122070314 12.550000190734865 5.2950000762939462 12.550000190734865 12.750000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 21 3 10 9 -6 -5 18 12 -4 11 -3 -2 -13 15 19 -17 -18 -7 -15 -21 22 -1 -24 27 26 -26 -11 29 -29 right_child=8 2 4 6 5 7 -8 -9 -10 24 -12 13 -14 14 -16 16 17 -19 -20 20 -22 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=-0.00053135323330368218 -0.0023980688814818057 0.041882233171989879 -0.037168285176157952 0.001232459104362215 -0.0018441391901716766 0.0098639080685340268 0.0077682831891196322 0.019083096503662043 -2.9306440372896162e-05 -0.0010993207619633336 -0.0065851116788188183 0.017990866664620637 -0.011357739308691361 0.002411544283844996 0.0012272287849956738 0.016193462347364088 0.0036869729757308964 0.062435405812504001 -0.016883514612180812 0.067634000372270062 0.0074650758794036695 -0.006626656874082793 0.0025068253486175626 -0.0010219965956952811 -0.013718964356751321 -0.001559742683128418 0.048719016506913161 0.0093513019015187063 -0.010553373523033793 0.058312296256917764 leaf_weight=67839 5453 56 55 22381 911 192 2216 584 1193760 5663 290 483 777 1454 1232 924 25 57 117 29 58 1221 13503 6990 1211 3327 21 220 123 64 leaf_count=67839 5453 56 55 22381 911 192 2216 584 1193760 5663 290 483 777 1454 1232 924 25 57 117 29 58 1221 13503 6990 1211 3327 21 220 123 64 internal_value=-7.16896e-06 0.000360719 0.00155361 0.00273754 -0.00121519 0.00520123 0.00182129 0.0123886 -4.74058e-05 -0.00229861 0.00762842 0.00858301 -0.00351551 0.00814548 0.00688712 0.00962485 0.0185027 0.0445243 -0.000263757 0.00382917 0.0275214 -0.000194652 -0.000105744 0.00130317 -0.00211817 -0.00455798 -0.0126547 -0.000285708 0.0110349 0.0203848 internal_weight=1.33124e+06 131246 41693 29205 12488 1804 24597 893 1.19999e+06 10684 4608 4318 6230 4262 3779 2547 1006 82 309 1541 87 89553 88332 20493 10629 4559 1232 6070 407 284 internal_count=1331236 131246 41693 29205 12488 1804 24597 893 1199990 10684 4608 4318 6230 4262 3779 2547 1006 82 309 1541 87 89553 88332 20493 10629 4559 1232 6070 407 284 is_linear=0 shrinkage=0.05 Tree=369 num_leaves=31 num_cat=0 split_feature=14 123 11 17 23 16 28 71 79 37 85 77 10 102 106 116 12 77 68 32 27 129 31 52 84 17 15 30 114 10 split_gain=7.66217 25.3411 25.1315 16.238 26.2303 32.162 22.8112 20.7694 20.1139 23.1849 21.9778 21.7834 27.3806 23.0562 21.4539 20.89 28.5752 20.1245 19.5307 20.5716 20.2224 17.8959 17.13 16.7904 17.9404 17.6874 16.4187 16.2911 17.609 15.9518 threshold=2.5649999380111699 0.38266885280609136 12.650000095367433 13.344999790191652 7.9449999332427987 13.344999790191652 1020.2500000000001 295.69613647460943 18.585000038146976 12.050000190734865 0.72630971670150768 21.664999961853031 20.150000572204593 0.083578731864690795 -0.89899602532386769 0.11319890245795251 4.3450000286102304 34.965000152587898 286.12037658691412 10.550000190734865 339.50000000000006 92.500000000000014 1021.8500061035157 26.494999885559086 0.80351641774177562 9.5450000762939471 3.6350001096725468 1010.4500122070314 -0.23343648016452787 9.0500001907348651 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 4 23 7 8 18 11 -10 14 13 -13 -5 17 16 -15 -11 20 -20 21 26 -12 -2 27 -26 -6 -25 -29 -4 right_child=1 -3 29 6 5 -7 -8 -9 9 10 22 12 -14 15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=2.5065296042789236e-06 -0.00015558595255533547 -0.0014183858443675465 0.0032781766145089731 -0.0028662444912273565 -0.0014905755261293572 0.0011685655167087067 -0.00062887063088707144 -0.0002779857118783531 -0.0035435466240182375 0.01088993353679483 -0.00061751624021713658 0.0051212252070830314 0.063806451056152583 0.0022584539770226881 0.0015821505795385684 0.0010967629521279575 0.010333189584868977 0.047523983388673516 -0.00020763187469765478 -0.0080177772426402363 0.031569350857964973 0.0067282880420707876 0.022224412028010128 0.0001772931142026263 0.0074163876596786502 -0.00037407083561052414 -0.0046665699228913265 0.0073011726370338084 0.054449248518794784 0.00077895547452343705 leaf_weight=992134 107051 39073 7578 3192 11248 9274 31113 10058 4613 597 7398 3202 20 4219 1061 35895 1480 40 1137 3262 44 525 83 1084 828 6068 6376 2018 20 40545 leaf_count=992134 107051 39073 7578 3192 11248 9274 31113 10058 4613 597 7398 3202 20 4219 1061 35895 1480 40 1137 3262 44 525 83 1084 828 6068 6376 2018 20 40545 internal_value=-6.81051e-06 -0.000233618 5.66318e-05 -4.98495e-05 -0.000356728 -0.00142991 0.000475281 -0.00216798 0.00103116 -0.000651771 0.00080152 0.00151465 0.0054855 0.00122897 0.00593693 0.00154325 0.00435542 0.0131903 -0.00300942 -0.00599911 -0.00228652 -0.0023686 -0.00036409 2.75924e-05 0.00198501 0.000561326 -0.00263958 0.0051297 0.00776386 0.00117251 internal_weight=1.33124e+06 290979 1.04026e+06 251906 158993 41924 92913 32650 61800 13792 9179 48008 3222 44786 1698 41594 5699 637 22592 4399 18193 18149 7481 117069 10018 6896 17624 3122 2038 48123 internal_count=1331236 290979 1040257 251906 158993 41924 92913 32650 61800 13792 9179 48008 3222 44786 1698 41594 5699 637 22592 4399 18193 18149 7481 117069 10018 6896 17624 3122 2038 48123 is_linear=0 shrinkage=0.05 Tree=370 num_leaves=31 num_cat=1 split_feature=60 52 54 64 109 63 52 54 64 19 11 119 74 38 30 136 60 78 82 39 79 84 29 131 72 7 32 13 122 80 split_gain=9.41221 27.9295 19.4618 16.7941 15.7599 13.8961 13.1794 17.2598 28.5404 16.5898 16.4277 31.9801 15.9872 15.8943 20.4959 17.577 20.0641 18.6192 22.0031 18.0689 17.6456 20.3561 23.4345 17.7565 15.7079 15.3012 14.9036 21.2239 15.1771 14.6346 threshold=0.6911168396472932 14.805000305175783 10.614999771118166 3.7949999570846562 0.89023375511169445 0.82775717973709118 52.460000991821296 37.965000152587898 33.674999237060554 10.405000209808351 19.050000190734867 -0.98624804615974415 0.79453927278518688 10.550000190734865 1013.6499938964845 0 0.88196489214897167 16.605000495910648 266.97010803222662 14.050000190734865 43.924999237060554 0.77763238549232494 1021.0499877929689 262.50000000000006 0.8544757366180421 9.1500000953674334 7.0499999523162851 3.2549999952316289 -0.38266885280609125 300.12321472167974 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 -4 6 -5 7 10 -9 -8 24 12 -12 14 -11 17 19 18 -15 -17 21 22 -19 -22 -2 -24 27 -20 -29 -26 right_child=4 2 3 5 -6 -7 9 8 -10 13 11 -13 -14 15 -16 16 -18 20 26 -21 23 -23 25 -25 29 -27 -28 28 -30 -31 leaf_value=5.0484284909525373e-06 -0.00082182707262606262 0.003723622688147723 -0.0022060239900384623 0.00094188430650403584 -0.0029741285198779431 0.0056736236833057211 -0.0036095677843990914 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0.000694911 -0.00275685 0.000957809 -1.46468e-05 0.00206835 0.000695967 0.0005787 0.00385448 0.00466755 0.00744038 -0.00271721 -0.000277446 -0.000244903 0.00225464 0.0114441 0.0210206 0.000418355 internal_weight=1.33042e+06 1.1524e+06 51949 45328 178015 41168 172544 126397 22381 46147 104016 342 44 43788 3099 40689 21703 18986 10730 18834 8256 7347 3482 909 103674 772 7280 416 242 45508 internal_count=1330418 1152403 51949 45328 178015 41168 172544 126397 22381 46147 104016 342 44 43788 3099 40689 21703 18986 10730 18834 8256 7347 3482 909 103674 772 7280 416 242 45508 cat_boundaries=0 1 cat_threshold=4756 is_linear=0 shrinkage=0.05 Tree=371 num_leaves=31 num_cat=5 split_feature=34 35 35 136 110 9 133 15 136 127 136 15 122 119 127 16 7 114 31 8 58 9 13 30 40 43 84 136 136 39 split_gain=9.00184 35.231 23.6269 19.89 22.7284 21.2542 24.0488 18.5384 38.3545 17.4125 16.4326 38.2112 19.2918 18.4603 24.3891 19.3396 18.6311 19.4164 21.122 18.2823 19.5637 16.9053 43.2223 21.6241 16.4804 16.1044 15.3425 16.3731 15.9542 15.2423 threshold=13.750000000000002 13.34999990463257 13.949999809265138 0 -0.21127937734127042 9.6500000953674334 1020.6499938964845 0.78499999642372142 1 -0.095842104405164705 2 2.3349999189376835 -0.91702514886856068 -0.14780378341674802 -0.81408452987670887 9.5450000762939471 14.650000095367433 -0.71322327852249134 1015.5499877929689 7.2500000000000009 255.35408782958987 10.650000095367433 3.5849999189376835 997.54998779296886 10.250000000000002 8.0500001907348651 0.83678326010704052 3 4 14.84999990463257 decision_type=2 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 left_child=1 7 3 4 -2 6 -5 8 -1 -7 11 -9 21 14 15 19 -17 18 -18 -14 -21 -12 -23 -24 -25 -22 28 -28 -3 -13 right_child=2 26 -4 5 -6 9 -8 10 -10 -11 12 29 13 -15 -16 16 17 -19 -20 20 25 22 23 24 -26 -27 27 -29 -30 -31 leaf_value=0.0098618871566375273 0.030445507828809434 0.0018448236484636651 -2.1586530090406967e-05 -0.00092858395149456009 0.00099408619862674779 0.00048819718290742543 0.011059768916487307 -0.00024071032529467755 0.0009364232232082657 -0.0039240182913623366 0.00087334465764129707 -0.0026715899025790187 -0.00083900200421244359 5.9716396637265582e-05 -0.00019250591727546109 -0.0017266365331303675 -0.0044455470633629635 0.012142110502804827 0.038858122006058697 -0.0082792758903992153 0.0025487931434621473 0.011206438422417263 0.024638451278125022 -0.0039911062068747217 -0.04991992481052876 -0.024400146439341672 0.0094078195823303415 0.0017114623954746909 0.0001318506207519853 -0.0080892650690632707 leaf_weight=1317 66 18183 430602 48049 8792 2797 422 56644 13028 11150 33706 10676 2134 535614 49069 13867 459 512 30 3244 729 1309 66 834 20 60 698 31079 53784 1478 leaf_count=1317 66 18183 430602 48049 8792 2797 422 56644 13028 11150 33706 10676 2134 535614 49069 13867 459 512 30 3244 729 1309 66 834 20 60 698 31079 53784 1478 internal_value=5.94731e-06 0.000107171 -0.000161162 -0.00100438 0.00121216 -0.00131892 -0.000824211 -1.61814e-05 0.00176339 -0.00303917 -5.21134e-05 -0.000786429 2.66317e-05 -4.01453e-05 -0.000803117 -0.00222751 -0.00125109 0.00533666 -0.00178888 -0.00458154 -0.00656184 0.00115223 0.0053694 -0.0029357 -0.00506672 0.000499444 0.000968962 0.00188402 0.000564921 -0.00333041 internal_weight=1.33042e+06 828540 501878 71276 8858 62418 48471 724796 14345 13947 710451 68798 641653 605718 70104 21035 14868 1001 489 6167 4033 35935 2229 920 854 789 103744 31777 71967 12154 internal_count=1330418 828540 501878 71276 8858 62418 48471 724796 14345 13947 710451 68798 641653 605718 70104 21035 14868 1001 489 6167 4033 35935 2229 920 854 789 103744 31777 71967 12154 cat_boundaries=0 1 2 3 4 5 cat_threshold=1032 4890 7200 128 4109 is_linear=0 shrinkage=0.05 Tree=372 num_leaves=31 num_cat=3 split_feature=60 52 136 104 92 125 36 109 55 42 10 67 15 7 64 31 136 134 22 52 55 39 99 107 78 32 12 136 38 8 split_gain=8.57532 24.2346 14.6968 19.1323 15.1521 18.8858 16.1028 14.4907 13.6582 12.8693 15.4489 13.1153 16.5894 17.9355 15.2046 20.769 31.3575 18.8505 18.7804 17.6121 21.4617 20.928 17.2866 16.6309 16.4396 25.2097 24.1114 21.2947 29.4269 21.5379 threshold=0.69734635949134838 14.805000305175783 0 -0.95600977540016163 0.48201538622379309 -0.77159520983695973 19.44999980926514 0.88205435872077953 20.675000190734867 8.4499998092651385 13.34999990463257 18.425000190734867 1.6749999523162844 9.7500000000000018 24.224999427795414 1029.4500122070315 1 1019.6499938964845 6.0350000858306894 52.460000991821296 34.004999160766609 13.949999809265138 -0.34334838390350336 -0.97322762012481678 16.605000495910648 7.2500000000000009 3.4650000333786015 2 10.750000000000002 14.34999990463257 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 -1 -3 -4 -5 -6 -7 9 -8 11 -11 12 -2 -14 17 18 -17 -13 -16 20 -20 22 24 -18 25 -21 -27 28 -26 -29 right_child=7 2 3 4 5 6 8 -9 -10 10 -12 14 13 -15 15 16 23 -19 19 21 -22 -23 -24 -25 27 26 -28 29 -30 -31 leaf_value=3.8339636391185761e-06 0.00020398132209788639 -0.0030389127325894296 0.003671452663366727 0.00022695126321270592 -0.0053589957878671449 0.0023851923065778095 0.027889403903289985 -0.0028308782978216764 0.00098701987008098513 -0.0022542880273509732 -0.014404806520569286 0.0010931356796800358 -0.0015600545747527668 0.0016465089363318017 0.022330148878466825 0.0022019480778269372 0.063876436331442424 0.008469658257892131 0.00020050426274576531 0.0083569542925496492 -0.0024423926823562412 0.0028182376503388062 -0.019644108121917126 0.021451382805014765 -0.0026507848218483149 0.00072259693296289969 -0.005097843300120395 0.00045681567552182208 0.0061097972365961751 -0.0073785898358687393 leaf_weight=1103189 35086 2071 7045 30327 790 14090 115 5574 80 3187 285 21186 42463 4860 92 508 28 903 15584 558 15148 7868 114 132 1332 3054 4263 6041 3419 1026 leaf_count=1103189 35086 2071 7045 30327 790 14090 115 5574 80 3187 285 21186 42463 4860 92 508 28 903 15584 558 15148 7868 114 132 1332 3054 4263 6041 3419 1026 internal_value=5.65892e-06 5.46889e-05 0.00108375 0.00124689 0.000870947 0.0021665 0.00258268 -0.000322996 0.0168525 -0.000239359 -0.00325167 -0.000175455 -0.000619904 -0.00123075 0.0002753 -0.000142605 0.00862385 0.00139469 -0.000242709 -0.000278265 -0.0011022 0.000636679 -0.000229909 0.0271772 -0.000117523 -0.00188725 -0.00266848 0.00106175 0.00364599 -0.000679781 internal_weight=1.33042e+06 1.15771e+06 54518 52447 45402 15075 14285 172711 195 167137 3472 163665 82409 47323 81256 59167 668 22089 58499 58407 30732 27675 19807 160 19693 7875 7317 11818 4751 7067 internal_count=1330418 1157707 54518 52447 45402 15075 14285 172711 195 167137 3472 163665 82409 47323 81256 59167 668 22089 58499 58407 30732 27675 19807 160 19693 7875 7317 11818 4751 7067 cat_boundaries=0 1 2 3 cat_threshold=2080 144 148 is_linear=0 shrinkage=0.05 Tree=373 num_leaves=31 num_cat=0 split_feature=34 35 28 38 15 4 30 35 121 13 116 32 35 109 31 35 113 32 35 109 86 38 31 109 56 18 109 76 125 32 split_gain=8.19413 31.8412 21.9628 32.1696 22.3326 31.1886 21.3228 21.2782 21.2077 20.537 20.3443 19.5742 27.9074 25.5455 21.1107 19.2705 28.494 21.9201 30.5141 22.9715 25.5423 20.0547 24.065 20.8677 19.9695 20.5192 19.6985 21.7493 18.4107 21.8292 threshold=13.750000000000002 13.250000000000002 1015.3500061035157 12.84999990463257 1.1649999618530276 6.2500000000000009 1015.6499938964845 13.949999809265138 0.59480014443397533 1.1549999713897707 -0.89490029215812672 9.0500001907348651 11.34999990463257 -0.55548542737960804 1024.4500122070315 10.949999809265138 0.9238443672657014 7.2500000000000009 7.7500000000000009 0.074907045811414733 0.7647569775581361 11.050000190734865 1022.7500000000001 -0.94364041090011586 281.00025939941412 13.344999790191652 -0.29376882314682001 10.164999961853029 0.86159634590148937 8.6500000953674334 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 5 9 -1 -2 -8 -4 -10 13 -13 -5 -14 17 21 24 19 20 -19 26 -23 -24 25 -6 -17 -28 -7 -30 right_child=7 -3 3 11 15 28 8 -9 10 -11 -12 12 14 -15 -16 16 -18 18 -20 -21 -22 22 23 -25 -26 -27 27 -29 29 -31 leaf_value=0.00019120866296936024 -0.0009542713527957629 0.0008589549839276248 -0.00031847755033707155 0.014349526577836433 0.0010526330391320545 0.0029525287477882192 0.0013681910569686507 -2.1603755866683036e-05 0.02566718594881583 0.0032517905819738758 0.0055433269870013248 -0.0034707273672344254 -0.0011608836211179352 0.00011357391124755539 0.0017286159543956816 -0.0048383931934842554 0.048267992293732548 -0.0021266816711472294 -0.00068524365043823516 -0.0060298396569844785 0.020314831609211569 -0.0003398634144749358 0.026743011741910312 0.001469365279418388 0.0043958970020151842 -0.0017254588517264008 0.00089175690318494475 0.0043546871430653143 0.027161829512000885 0.0072946555229533375 leaf_weight=269659 71276 118965 17546 319 21662 4573 18747 430602 136 5228 1641 12370 79793 25932 6865 1084 31 447 101074 4281 177 83112 82 20493 3119 9589 13202 6906 154 1353 leaf_count=269659 71276 118965 17546 319 21662 4573 18747 430602 136 5228 1641 12370 79793 25932 6865 1084 31 447 101074 4281 177 83112 82 20493 3119 9589 13202 6906 154 1353 internal_value=5.37566e-06 0.000101952 -2.49649e-05 -0.000256353 2.94487e-05 0.00135048 0.000309453 -0.00015406 0.00186303 0.000501113 0.00708348 -0.000927319 -0.0012491 0.000286568 -0.000931979 -0.000114249 0.00033749 -0.000516295 -0.000872144 -0.00472348 0.00423894 0.000325591 3.91361e-05 0.00157009 0.000580958 0.000200208 0.00172714 0.00208108 0.00453199 0.00932488 internal_weight=1.33042e+06 828540 709575 419392 294113 28854 290183 501878 20524 22774 1777 125279 99028 26251 86658 265259 124910 140349 105979 4905 624 124879 103687 20575 34370 31251 21192 20108 6080 1507 internal_count=1330418 828540 709575 419392 294113 28854 290183 501878 20524 22774 1777 125279 99028 26251 86658 265259 124910 140349 105979 4905 624 124879 103687 20575 34370 31251 21192 20108 6080 1507 is_linear=0 shrinkage=0.05 Tree=374 num_leaves=31 num_cat=3 split_feature=34 35 4 28 76 21 29 39 12 122 15 13 122 28 21 121 136 8 136 35 111 31 5 37 13 136 28 43 31 125 split_gain=7.95132 24.2797 21.4609 19.6551 16.4048 24.3345 15.9537 19.4562 18.8896 19.067 19.3785 26.2118 17.673 15.8161 31.5581 35.8566 39.327 41.5929 29.3638 29.0061 28.8353 28.3933 27.1976 24.5554 23.2286 36.7866 34.7945 27.0923 25.7328 24.3495 threshold=14.949999809265138 14.550000190734865 9.7500000000000018 1023.0499877929689 8.9349999427795428 5.7349998950958261 1014.3500061035157 14.150000095367433 1.8149999976158144 -0.9099266231060027 1.2849999666213991 1.3450000286102297 0.43049471080303198 1015.0499877929689 5.9749999046325692 0.59480014443397533 0 11.050000190734865 1 10.750000000000002 -0.77562236785888661 1012.3500061035157 3.9500000476837163 13.84999990463257 3.054999947547913 2 1010.9500122070314 13.750000000000002 1015.9500122070314 0.56638467311859142 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 1 2 2 2 2 left_child=1 13 -3 6 -5 -6 8 -8 9 10 11 -2 -10 14 15 18 17 -17 23 -19 -20 -16 -22 -1 26 27 -23 -26 -28 -30 right_child=3 2 -4 4 5 -7 7 -9 12 -11 -12 -13 -14 -15 21 16 -18 19 20 -21 22 24 -24 -25 25 -27 28 -29 29 -31 leaf_value=0.0083130759343724974 -0.0012380850657556495 0.00066689144181533971 0.0036389571483064643 -0.004516742805051651 0.055356096642334832 0.0026826268593419067 -0.0021897957777678874 0.00033630412362356695 -0.0012316049734062901 0.00022530719652824748 0.0010362052802995311 -0.0062153821373807589 -0.0055464066635318434 -0.00016476813746954281 8.4067661565992858e-05 0.0016655843835554692 0.0011863050788721049 0.031226249583937132 0.0057668765020965672 0.0096833001741244585 0.00092984151609291259 0.005142515970984426 -0.0015047667138743768 0.00091988290234101908 0.0013193414579871117 -0.0027101023374262838 0.00084474409705858743 0.036495022153989837 0.0049945653010605058 0.00075233872801212169 leaf_weight=1314 27122 71248 6640 4075 23 470 8061 140120 32679 77891 8069 2931 2559 569097 156340 559 4207 312 1547 313 13622 5916 72656 7731 11554 9490 79996 55 7913 5908 leaf_count=1314 27122 71248 6640 4075 23 470 8061 140120 32679 77891 8069 2931 2559 569097 156340 559 4207 312 1547 313 13622 5916 72656 7731 11554 9490 79996 55 7913 5908 internal_value=5.10688e-06 7.16296e-05 0.000920262 -0.000219499 -0.00347454 0.00514001 -0.000169841 0.000198885 -0.000531084 -0.000223131 -0.00113938 -0.00172351 -0.00154495 1.94469e-06 0.000251991 -0.000498729 0.00347007 0.0114778 -0.0007196 0.0204375 -0.000998949 0.000528965 -0.00112038 0.00199172 0.0011046 -0.000402629 0.00142346 0.00148471 0.00118894 0.00318116 internal_weight=1.33042e+06 1.02642e+06 77888 304000 4568 493 299432 148181 151251 116013 38122 30053 35238 948530 379433 102261 5391 1184 96870 625 87825 277172 86278 9045 120832 21099 99733 11609 93817 13821 internal_count=1330418 1026418 77888 304000 4568 493 299432 148181 151251 116013 38122 30053 35238 948530 379433 102261 5391 1184 96870 625 87825 277172 86278 9045 120832 21099 99733 11609 93817 13821 cat_boundaries=0 1 2 3 cat_threshold=1614 1056 5273 is_linear=0 shrinkage=0.05 Tree=375 num_leaves=31 num_cat=2 split_feature=125 136 36 8 24 15 104 136 119 3 4 36 123 6 17 8 32 14 22 7 28 34 79 25 80 27 135 78 16 76 split_gain=7.92796 20.2339 19.7617 16.5428 22.0131 24.4793 16.3738 17.2829 22.1802 16.6345 21.0183 14.7802 13.9522 16.2762 16.7023 16.4609 15.9101 14.6143 15.7426 12.6861 12.6459 12.4699 12.2966 12.0445 31.838 24.6966 28.0067 22.2609 20.6818 19.5476 threshold=0.88697704672813427 0 9.1500000953674334 5.0499999523162851 284.50000000000006 0.74500000476837169 -0.77291420102119435 1 0.87878364324569713 273.50000000000006 8.0500001907348651 8.9499998092651385 0.18222858756780627 8.8499999046325701 8.7100000381469744 10.449999809265138 11.650000095367433 1.2150000333786013 5.2349998950958261 8.1500000953674334 1006.0499877929689 12.84999990463257 9.1250000000000018 288.50000000000006 289.63572692871099 271.50000000000006 1018.6499938964845 21.964999198913578 10.405000209808351 9.9650001525878924 decision_type=2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 -3 19 21 22 11 9 10 -9 -8 13 14 15 16 -13 18 -17 -5 -15 -6 -7 24 25 28 -27 -28 29 -4 right_child=1 3 23 4 5 6 7 8 -10 -11 -12 12 -14 20 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0021178513663076839 -0.001582862971187227 -0.00018672396584829508 -0.00031565987422622855 4.2641584694102163e-05 0.026126231377853901 0.004213820278729785 -0.017399683995948486 -0.00023451044137193006 0.0042895849488315055 9.9362751757785296e-05 -0.0061824029902715636 -0.0031627725014344386 0.0039905832145140522 -0.021093393337765807 0.0013441215065901379 0.0016977418119841743 0.001311715157276202 -0.0055267944200639175 0.055594673140440136 -0.0025610100058138332 0.0024998435204663348 0.0061895465263579457 0.0014455883935048802 -0.00018655466719496807 -0.00077780897257342723 0.00069872728029812901 0.0056112236688745081 0.026871276368447407 0.00032263855398350564 -0.0024898663335476291 leaf_weight=11356 13635 75867 86723 19563 139 6091 105 3495 2742 30884 2583 2921 4649 57 19221 42 6211 2228 20 6149 15855 180 11751 549371 79789 181543 1400 135 184440 11737 leaf_count=11356 13635 75867 86723 19563 139 6091 105 3495 2742 30884 2583 2921 4649 57 19221 42 6211 2228 20 6149 15855 180 11751 549371 79789 181543 1400 135 184440 11737 internal_value=1.21554e-05 0.000283147 -4.27995e-05 0.000403927 0.000736171 0.00104615 0.00100562 0.000734108 -4.93025e-05 -0.000371193 -0.00276222 0.00134008 0.00137877 0.00111795 0.00044426 -0.00107003 -0.000119513 -0.00486048 0.0190838 -0.000580019 0.00241533 0.0148767 0.00239062 -2.12823e-05 0.000145082 0.000303107 0.000755593 0.007481 1.02825e-05 -0.000574838 internal_weight=1.33088e+06 224388 1.10649e+06 210753 134886 109174 108855 91013 39704 36962 6078 51309 51204 46555 30643 11422 9132 2290 62 25712 15912 319 17842 1.09514e+06 545767 465978 183078 1535 282900 98460 internal_count=1330882 224388 1106494 210753 134886 109174 108855 91013 39704 36962 6078 51309 51204 46555 30643 11422 9132 2290 62 25712 15912 319 17842 1095138 545767 465978 183078 1535 282900 98460 cat_boundaries=0 1 2 cat_threshold=1026 284 is_linear=0 shrinkage=0.05 Tree=376 num_leaves=31 num_cat=0 split_feature=11 108 55 54 12 97 21 30 86 12 35 60 54 105 30 31 92 110 84 55 31 28 75 65 7 40 111 12 127 125 split_gain=7.79511 15.7344 21.9507 26.9891 17.5017 21.8727 17.2534 22.2381 16.1739 16.0719 25.9766 16.1349 15.9628 14.6879 16.8734 13.3849 15.32 13.0301 30.2233 13.9741 12.8134 16.2445 12.0541 11.5605 10.7105 21.1314 16.1341 22.1646 11.5919 33.2733 threshold=0.35000000894069677 -0.77605792880058277 13.00500011444092 19.195000648498539 2.0649999380111699 -0.98480764031410206 6.7950000762939462 1017.0499877929689 0.8151681423187257 2.4250000715255742 15.34999990463257 0.67277306318283092 12.97499990463257 -0.91833195090293873 1008.3500061035157 1029.350036621094 0.4984323531389237 1.0000000180025095e-35 0.81462344527244579 78.405002593994155 1015.9500122070314 1015.4500122070314 0.68383976817131054 28.625000000000004 2.2500000000000004 9.6500000953674334 -0.20925431698560712 1.6549999713897707 0.35019405186176306 0.2503704726696015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 20 4 -4 -6 7 13 -5 -8 11 -11 -9 14 -3 16 23 18 19 -12 -1 -22 -7 -13 25 26 27 -2 29 -26 right_child=24 6 3 8 5 22 9 12 -10 10 17 15 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.0047015367757231967 -0.00060999443739426749 0.046387489217108696 0.011976802107418263 0.011567765819361538 0.080046841797643709 0.051678650021072359 -0.0011488730924691013 0.0037022854155161523 -0.01254478228588899 0.0022514894221541985 -0.0066223126677020143 -0.0012169647949060499 0.013269600634427456 0.00051425029988228161 0.0070277888174356713 0.033935857892036438 -0.00028581058470300038 0.0060771870461608351 0.059444068780598741 0.039216269176129415 0.033892655074332825 0.0027751951741369733 0.009907801721531613 -0.011959165132425327 1.2344978241199035e-05 0.00034484632157367334 -0.00051571522613132442 -0.0051565388188555003 -7.7980675499453176e-05 0.0010703571857272529 leaf_weight=464 6452 29 79 306 29 31 19189 3603 90 4158 60 414 496 16691 446 25 2053 1352 39 23 53 201 39 634 313802 79684 144536 4586 633949 97369 leaf_count=464 6452 29 79 306 29 31 19189 3603 90 4158 60 414 496 16691 446 25 2053 1352 39 23 53 201 39 634 313802 79684 144536 4586 633949 97369 internal_value=1.1547e-05 0.000620828 0.00606756 0.0133566 0.0295279 0.0435333 0.000477831 0.0015511 0.00608764 -0.000338821 0.00143602 0.000211063 0.00485998 0.00076098 0.0094308 -0.00250298 -0.00279674 0.00748936 0.023139 0.00607994 0.000240407 0.00926821 0.0284063 -0.00771559 -1.24858e-05 -0.000317287 -0.000656427 -0.00249896 5.61253e-05 0.000262892 internal_weight=1.33088e+06 50504 1292 574 178 99 49212 21265 396 27947 8758 7284 4099 17166 475 3126 3101 1474 122 83 718 254 70 1048 1.28038e+06 235258 155574 11038 1.04512e+06 411171 internal_count=1330882 50504 1292 574 178 99 49212 21265 396 27947 8758 7284 4099 17166 475 3126 3101 1474 122 83 718 254 70 1048 1280378 235258 155574 11038 1045120 411171 is_linear=0 shrinkage=0.05 Tree=377 num_leaves=31 num_cat=2 split_feature=7 136 43 102 31 3 32 32 85 119 8 127 31 136 97 1 31 28 36 43 15 36 121 37 92 102 53 114 79 6 split_gain=7.49515 13.4626 13.9884 15.0398 19.3791 12.749 9.39102 14.8458 9.6506 13.9721 26.5433 13.4939 14.8575 13.9265 19.4178 17.5123 19.0029 21.6452 27.0316 18.7591 20.0857 11.9758 11.4515 11.4021 12.0986 11.1597 11.426 9.55698 9.50532 9.12919 threshold=14.750000000000002 0 12.150000095367433 -0.62044852972030629 997.35000610351574 139.50000000000003 7.9500000476837167 9.2500000000000018 0.84197887778282177 -0.9914070963859557 13.150000095367433 -0.97233289480209339 1014.9500122070314 1 -0.97733303904533375 1.0000000180025095e-35 1000.3500061035157 1008.0499877929689 13.650000095367433 7.1499998569488534 4.9649999141693124 9.1500000953674334 0.47714059054851538 12.949999809265138 -0.034003889188170426 0.82378897070884716 3.5949999094009404 -0.96359375119209278 43.924999237060554 8.3499999046325701 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 6 -4 -5 -6 27 -8 11 10 -10 12 23 14 -13 -16 19 18 -18 20 -17 25 -19 24 -9 26 -11 -3 -14 -15 right_child=1 2 3 4 5 -7 7 8 9 21 -12 13 28 29 15 16 17 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.6615135773422603e-06 -0.0052697015582417635 -0.012036074329456636 -0.039742371038036337 -0.038294825866516384 0.038672824837267403 -0.0027487278822274216 -0.0052288457357259075 -0.01073213771272971 0.066124973970430864 0.010478727147327572 0.0052172212668184963 0.044619967485778039 0.013942215891311999 0.0051323376816687916 -0.022551940448201177 0.020035719744702606 -0.020982407496231197 0.0033211346620754785 0.038174042105674745 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internal_count=1330882 8140 7479 351 318 281 7128 6281 5634 2320 80 3314 534 2780 1298 1270 1204 1115 180 89 69 2240 935 490 452 573 431 847 44 1482 cat_boundaries=0 1 2 cat_threshold=5154 269 is_linear=0 shrinkage=0.05 Tree=378 num_leaves=31 num_cat=4 split_feature=125 8 136 120 8 98 35 79 21 6 7 9 4 13 136 3 120 121 136 30 36 26 111 108 136 24 134 55 31 84 split_gain=7.4091 20.5276 17.2986 22.0303 23.5938 18.0839 16.3827 14.9123 12.4774 12.126 31.1787 25.9862 22.9302 20.2254 21.2458 37.5616 25.8997 19.658 21.0299 25.8612 19.2551 17.988 17.7559 26.2663 21.6749 21.5038 21.7232 26.6188 19.1924 17.4742 threshold=0.95878320932388317 6.2500000000000009 0 -0.13052122294902799 14.150000095367433 -0.70842221379280079 7.6499998569488534 39.895000457763679 4.7950000762939462 6.7500000000000009 8.8499999046325701 6.2500000000000009 10.650000095367433 1.6649999618530276 1 150.50000000000003 -0.74892720580101002 0.52247866988182079 2 1017.4500122070314 9.1500000953674334 300.50000000000006 -0.035268876701593392 0.092828016728162779 3 285.50000000000006 1023.4500122070314 35.93499946594239 1001.8500061035157 0.86288976669311535 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 left_child=9 -2 5 -4 -5 6 -3 8 -8 10 22 -11 20 17 15 -15 -17 -14 19 21 -13 -19 25 24 -24 26 -1 -28 -27 -25 right_child=1 2 3 4 -6 -7 7 -9 -10 11 -12 12 13 14 -16 16 -18 18 -20 -21 -22 -23 23 29 -26 28 27 -29 -30 -31 leaf_value=-0.00024715090642361137 -0.00021785649381861626 -0.0060934116742140674 0.00072451331361915656 -0.0041522368135166422 -0.032836367363563261 0.00092096526260117869 0.015107933756412296 0.010904270943788479 0.0029065955537845925 0.0016195983359680581 0.0018019408055997229 -0.0041590965408851311 0.0023421394350949696 -0.0034934786274039807 -0.00029217701118731466 0.0068685752801866951 0.0015454843528374161 0.028549939214976301 0.0036907938831811484 -0.0031204397632282671 -0.00053043157028512115 0.075527214817702776 0.0031901741340443039 -5.7152880308623046e-05 0.00066624831598221601 -0.0075208408839745654 0.062090310069421929 0.007046872311521595 -0.0016213746803037854 0.00079210413444368629 leaf_weight=70417 61225 451 5463 2296 74 31776 214 662 10035 17659 25568 3706 4248 3349 70677 2611 18308 135 316 59 270303 24 10916 593599 38497 1485 30 82 19244 67453 leaf_count=70417 61225 451 5463 2296 74 31776 214 662 10035 17659 25568 3706 4248 3349 70677 2611 18308 135 316 59 270303 24 10916 593599 38497 1485 30 82 19244 67453 internal_value=1.04192e-05 0.000399232 0.00114046 -0.00102071 -0.00504786 0.00153277 0.00324514 0.00363114 0.00316136 -2.5376e-05 8.31071e-05 -0.000254677 -0.000343236 0.000305947 0.000146146 0.00142223 0.00220988 0.00347875 0.0125206 0.0240473 -0.00057951 0.0356408 2.82912e-05 0.000112623 0.0012246 -0.000628255 -0.000212155 0.0217907 -0.00204401 2.95043e-05 internal_weight=1.33088e+06 112196 50971 7833 2370 43138 11362 10911 10249 1.21869e+06 827291 391395 373736 99727 94945 24268 20919 4782 534 218 274009 159 801723 710465 49413 91258 70529 112 20729 661052 internal_count=1330882 112196 50971 7833 2370 43138 11362 10911 10249 1218686 827291 391395 373736 99727 94945 24268 20919 4782 534 218 274009 159 801723 710465 49413 91258 70529 112 20729 661052 cat_boundaries=0 1 2 3 4 cat_threshold=413 1553 846 5446 is_linear=0 shrinkage=0.05 Tree=379 num_leaves=31 num_cat=3 split_feature=43 55 43 86 43 33 124 57 33 30 28 136 66 7 136 35 31 6 15 109 53 55 0 9 67 28 136 38 28 40 split_gain=7.26483 25.0978 14.369 44.1834 39.0555 26.303 21.8336 25.3496 23.8796 21.7198 27.1052 21.3553 17.8455 16.9257 24.5058 25.6043 22.9891 20.9583 20.4332 20.265 34.894 41.7829 20.042 18.8261 17.9768 15.3993 23.6528 24.3544 25.7556 25.0348 threshold=10.050000190734865 96.845001220703139 1.0000000180025095e-35 0.84454995393753063 5.5499999523162851 14.150000095367433 0.47714059054851538 317.07949829101568 8.9499998092651385 1005.3500061035157 1010.0499877929689 0 42.065000534057624 13.449999809265138 1 12.750000000000002 997.35000610351574 6.1499998569488534 3.4550000429153447 -0.055544516071677201 13.135000228881838 15.194999694824221 196.50000000000003 15.949999809265138 71.965000152587905 1015.4500122070314 2 11.34999990463257 1010.8500061035157 7.3500001430511483 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 -2 13 4 9 6 25 11 -9 12 -11 -8 -4 -1 15 19 23 18 -18 20 21 22 -15 -17 -16 26 27 -6 29 -29 right_child=1 -3 3 -5 5 -7 7 8 -10 10 -12 -13 -14 14 24 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-2.1204297406053515e-05 0.00022543538807424945 -0.012385421153629506 -0.014948232412489645 -0.005321599915970302 -2.3304835909967953e-05 -0.0025392645603662619 -0.0026717369903754835 0.059807032695971429 0.0085751916601117858 0.0070364116570037372 -0.0030279356479198023 -5.0194313699478904e-06 0.033243978675454859 0.0099402769684466888 0.0012010268342703631 0.021751924396625589 0.078348465026779612 0.0086113705535140455 0.010947010196421457 0.0014316169086173829 0.0021982468296134271 0.089219477937485164 0.054415127460731932 0.081634471033300682 -0.0048146967464526829 0.00044361076437678023 0.00035036694045874556 0.02335868245961906 0.0039211194235389745 0.0084387631829053351 leaf_weight=868686 336295 395 486 4738 1903 9236 9448 24 435 707 12444 36413 20 109 10995 35 22 648 23 2659 284 26 33 21 1400 22887 5948 362 2941 1259 leaf_count=868686 336295 395 486 4738 1903 9236 9448 24 435 707 12444 36413 20 109 10995 35 22 648 23 2659 284 26 33 21 1400 22887 5948 362 2941 1259 internal_value=9.901e-06 0.000210641 -5.80808e-05 -0.000599074 -0.000384983 -1.02455e-05 0.000275935 -0.000437965 0.011254 -0.002878 -0.00248687 -0.000554984 -0.0130434 8.70788e-06 0.00160725 0.00508039 0.0133929 0.0109028 0.0438988 0.00309543 0.0128832 0.0309458 0.020276 0.0442079 0.000521138 0.0012127 0.00263074 0.00472091 0.00671027 0.0117707 internal_weight=1.33088e+06 336690 994192 109251 104513 90856 81620 46320 459 13657 13151 45861 506 884941 16255 3860 749 693 45 3111 452 168 142 56 12395 35300 12413 6465 4562 1621 internal_count=1330882 336690 994192 109251 104513 90856 81620 46320 459 13657 13151 45861 506 884941 16255 3860 749 693 45 3111 452 168 142 56 12395 35300 12413 6465 4562 1621 cat_boundaries=0 1 2 3 cat_threshold=1061 29 174 is_linear=0 shrinkage=0.05 Tree=380 num_leaves=31 num_cat=0 split_feature=104 13 92 18 127 63 135 132 4 108 73 5 24 89 34 13 65 12 20 11 79 28 52 30 4 17 60 5 4 31 split_gain=8.6618 14.0385 14.7527 14.7366 16.0651 22.3351 15.7037 15.6018 15.3314 13.1879 12.5272 12.519 16.9035 12.8669 14.8411 11.4259 13.0735 10.1872 10.2156 9.80638 14.7599 12.2963 15.6582 9.75744 9.73885 15.1368 14.2184 11.7554 18.146 15.2673 threshold=1.0000000180025095e-35 1.2150000333786013 -0.87928855419158924 13.344999790191652 -0.84335932135581959 0.83465275168418895 1013.8500061035157 1010.7500000000001 7.4500000476837167 -0.84033736586570729 0.82910117506980907 13.449999809265138 255.50000000000003 -0.97180509567260731 13.34999990463257 2.0849999189376835 22.535000801086429 5.5950000286102304 6.7750000953674325 9.6500000953674334 4.0150001049041757 1004.9500122070314 24.085000038146976 1012.7500000000001 12.449999809265138 20.524999618530277 0.82422256469726574 11.650000095367433 7.0499999523162851 1022.3500061035157 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 9 10 4 5 11 8 -8 -5 -2 -3 12 13 14 23 -9 -17 18 -6 20 -10 22 -21 -4 27 26 -26 -1 29 -29 right_child=1 2 3 6 17 -7 7 15 19 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=4.0488152870710417e-06 0.0078034355681458325 -0.0094019030612785739 0.0023924999121421328 -0.00092262173211406272 -0.0030528011635102027 0.029125724588262125 0.049310334423637914 -0.010985249609109902 -0.0045917540738961045 -0.0004948903207985391 0.017628396525979043 -0.0050106352145454234 -0.0042236694728728713 0.0071897974684186038 0.052826932149806195 0.029932010498957648 -0.015335332415997983 -0.032042194633848137 0.0027306520747489623 0.027243369969073686 -0.016057180102961099 -0.0073919552538000274 -0.0016150652179951611 0.035039798820995401 0.00086916387618775999 0.022357978806816572 -0.0052151615285386775 0.005449994506010229 -0.0011648522671860006 0.044473632126867488 leaf_weight=1247027 718 903 60 1539 2399 90 23 63 533 1437 45 328 256 456 35 58 22 27 1120 64 593 579 177 37 39711 81 984 696 30445 26 leaf_count=1247027 718 903 60 1539 2399 90 23 63 533 1437 45 328 256 456 35 58 22 27 1120 64 593 579 177 37 39711 81 984 696 30445 26 internal_value=-7.60059e-06 -0.00137018 -0.00220408 -0.00154121 0.000277371 0.00512209 -0.0039361 0.0110888 -0.00465178 0.00226993 -0.00811882 0.00327881 0.0065003 0.0111692 0.0249164 0.00494132 0.0174835 -0.00144684 -0.00121209 -0.007601 -0.0106299 -0.00344175 0.00604859 0.0148456 4.3437e-06 0.000765025 0.000722046 -1.9923e-05 -0.000979062 0.00685528 internal_weight=1.33053e+06 11562 9407 8459 4808 1262 3651 166 3485 2155 948 1172 844 588 132 143 80 3546 3519 1946 1126 820 241 97 1.31897e+06 40776 40695 1.27819e+06 31167 722 internal_count=1330532 11562 9407 8459 4808 1262 3651 166 3485 2155 948 1172 844 588 132 143 80 3546 3519 1946 1126 820 241 97 1318970 40776 40695 1278194 31167 722 is_linear=0 shrinkage=0.05 Tree=381 num_leaves=31 num_cat=2 split_feature=60 136 12 39 39 23 6 124 20 108 7 26 35 33 22 123 11 22 136 38 43 40 127 4 115 37 33 35 64 76 split_gain=8.3083 13.6538 12.6616 12.0773 9.31557 9.87606 10.4571 9.14609 28.348 26.7808 20.8239 19.5088 19.7461 21.758 19.5585 16.7296 15.481 15.392 14.4747 16.1826 28.6414 22.6987 24.213 17.0514 14.1086 13.9123 11.8159 31.9584 22.1496 21.4562 threshold=0.88688069581985485 0 3.4650000333786015 11.34999990463257 13.750000000000002 7.1849999427795419 8.0500001907348651 -0.95878320932388295 6.9749999046325692 -0.89620453119277943 8.8499999046325701 196.50000000000003 14.750000000000002 12.550000190734865 7.3750000000000009 -0.52247866988182057 21.250000000000004 6.6549999713897714 1 11.150000095367433 10.250000000000002 10.650000095367433 -0.97233289480209339 4.1499998569488534 -0.095842104405164705 13.250000000000002 12.449999809265138 12.449999809265138 115.05000305175783 19.865000724792484 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 -2 5 6 -4 8 9 -1 15 12 13 -12 16 -10 -15 -13 19 20 -11 22 -22 -21 -16 -26 27 -9 -28 -29 right_child=1 2 4 -5 -6 -7 -8 26 10 18 11 17 -14 14 24 -17 -18 -19 -20 23 21 -23 -24 -25 25 -27 28 29 -30 -31 leaf_value=-0.0057907451549247379 -0.0034514698623279586 -0.0012831249582180334 -0.0068016120588735634 0.00029789547870322556 -0.0017973284419842347 -0.010550208483839595 0.025168338690589116 8.1015631999437846e-05 0.0014860362806936804 -0.0013822913769984174 0.00558832645775207 0.010117107408333334 -0.017214435423936761 0.0084634016862877755 0.017529697984676153 -0.00081414895669541419 0.053475809774615551 0.0011665203171656632 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32317 45030 6523 676 619 259 38507 167 5847 28835 5153 1141 150 60 4012 92 58 1.2322e+06 521755 710450 60226 internal_count=1330532 20980 4840 16140 1887 1216 109 1309552 77347 32317 45030 6523 676 619 259 38507 167 5847 28835 5153 1141 150 60 4012 92 58 1232205 521755 710450 60226 cat_boundaries=0 1 2 cat_threshold=2692 24 is_linear=0 shrinkage=0.05 Tree=382 num_leaves=31 num_cat=5 split_feature=14 136 7 123 136 136 20 122 112 31 28 12 31 136 9 69 39 33 43 12 19 136 7 34 20 104 79 120 118 79 split_gain=8.05656 32.0162 28.6535 22.8004 22.7609 22.0221 25.0739 21.5645 31.8545 26.6956 21.547 19.4324 19.3503 27.3142 30.1299 25.2991 17.4013 17.3318 16.9371 30.279 17.2456 16.6455 23.6159 21.5428 31.0348 24.8123 31.6725 21.1129 20.7544 19.6958 threshold=2.185000061988831 0 10.84999990463257 0.53727915883064281 1 2 6.4349999427795419 -0.82409480214118946 -0.96811076998710621 1013.8500061035157 1012.6499938964845 4.8350000381469735 1025.4500122070315 3 14.050000190734865 302.35156250000006 11.84999990463257 14.84999990463257 13.449999809265138 3.3349999189376835 20.524999618530277 4 1.0000000180025095e-35 15.449999809265138 8.5349998474121112 -0.97866675257682789 16.535000801086429 -0.58068084716796864 -0.96359375119209278 5.555000066757203 decision_type=2 1 2 2 1 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=2 -2 12 7 -4 11 -7 8 -3 -10 -11 16 -1 14 -14 17 -5 -15 20 -20 21 27 23 24 25 26 -23 -9 -29 -26 right_child=1 3 4 5 -6 6 -8 18 9 10 -12 -13 13 15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 29 -27 -28 28 -30 -31 leaf_value=3.0375783456885531e-06 -0.0029514397955908295 0.0043225646035174219 -0.0028910434176474755 -0.0014154170417877369 0.0027089030672633567 -0.011861539611271952 -0.0023543369348364342 0.0016993777465588698 -0.0013843216258637315 0.010542208736348637 0.0013979116395057452 -0.0074480830215294964 0.0068261446889552506 0.0021386786273294395 0.06854469539597631 -0.0037768930341686487 0.0011587138768703058 -0.0047988698047601343 0.00047334641401046884 0.007164142690775397 0.0044805874049226096 0.0082458731549029992 -0.00058562115544781015 0.007202249473885515 0.00073098631830818275 0.002126465123694811 0.063380470036252121 0.0067544760893385111 -0.00010866704886126151 -0.0069002151890295909 leaf_weight=851836 10182 6609 2044 13398 15755 732 13191 21387 11451 673 15058 946 1754 14939 20 2410 12874 958 7839 2156 1981 88 209121 1508 1643 8529 37 1114 98557 1742 leaf_count=851836 10182 6609 2044 13398 15755 732 13191 21387 11451 673 15058 946 1754 14939 20 2410 12874 958 7839 2156 1981 88 209121 1508 1643 8529 37 1114 98557 1742 internal_value=-6.85977e-06 -0.000181655 7.97437e-05 -0.000116094 0.00206571 -0.00123553 -0.00285213 2.14582e-06 0.00120922 0.00045224 0.00178912 -0.000407388 3.92028e-05 0.00157333 0.00747979 0.000996347 -0.000154022 0.0017206 -0.000112524 0.0019166 -0.000171189 -0.000197999 -0.000454542 0.00156855 0.000862877 0.00245058 0.0245657 0.000273889 -3.19593e-05 -0.00319621 internal_weight=1.33053e+06 440816 889716 430634 17799 41141 13923 389493 33791 27182 15731 27218 871917 20081 1774 18307 26272 15897 355702 9995 345707 343726 222668 13547 12039 8654 125 121058 99671 3385 internal_count=1330532 440816 889716 430634 17799 41141 13923 389493 33791 27182 15731 27218 871917 20081 1774 18307 26272 15897 355702 9995 345707 343726 222668 13547 12039 8654 125 121058 99671 3385 cat_boundaries=0 1 2 3 4 5 cat_threshold=2080 544 220 4112 145 is_linear=0 shrinkage=0.05 Tree=383 num_leaves=31 num_cat=2 split_feature=19 120 9 11 136 20 87 84 14 106 53 12 92 136 10 104 52 82 113 92 17 64 38 34 124 35 111 33 5 8 split_gain=7.74923 13.0316 13.9944 19.0683 15.9284 12.6097 11.9855 31.5392 26.1525 25.0599 20.1009 22.4514 15.7151 24.8685 17.408 17.8818 15.2126 15.3021 15.8461 15.7707 14.9764 24.6033 16.707 16.6415 20.6336 20.9747 85.525 29.6107 19.7379 17.8453 threshold=6.4600000381469735 0.061046212911605842 5.2500000000000009 13.550000190734865 0 5.8150000572204599 0.8142928183078767 0.80863562226295482 2.3850001096725468 -0.067661471664905534 0.33500000834465032 3.7649999856948857 -0.21282938867807386 1 16.94999980926514 -0.75416412949562062 9.2349996566772479 256.47506713867193 -0.86159634590148915 0.4984323531389237 11.269999980926515 55.98500061035157 9.9499998092651385 13.250000000000002 0.55191597342491161 10.750000000000002 -0.90038016438484181 10.550000190734865 14.750000000000002 14.250000000000002 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 -1 -4 7 -2 12 16 11 -8 -9 -14 15 -15 -10 18 -18 -19 21 23 -23 24 28 26 -26 29 -12 -27 right_child=6 -3 3 -5 -6 -7 10 8 9 -11 20 -13 13 14 -16 -17 17 19 -20 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31 leaf_value=0.0029964287943150996 -3.5062138922759178e-05 -0.001102517260449134 -0.00050320785625597225 0.0023406732982731936 0.00025197835015996724 0.0020278309037458238 -0.0014107486201127143 0.00071943167683660464 -0.0026998112655791397 -0.0064308822186489867 -0.00034755176265595513 -0.011936168094897779 0.00013809939997972264 0.0044702866072951711 0.032411105901587245 0.0015743344535383596 0.0025708115060836278 -0.0014842514707858198 0.013576973979111256 0.0020137420862208787 -0.00052259429470019104 -0.0073990745369817597 0.0044624752175731986 -0.00048751249859348389 0.085290308800879233 0.0050535211526636318 -0.00065250358224457181 0.0012705653326793476 -0.013038184429309031 0.017115587979596159 leaf_weight=11874 787918 11635 37954 9105 9541 5654 25299 31922 4202 1658 36263 517 9300 11823 51 9707 1999 7483 391 5659 163838 318 4466 81213 29 2526 16046 41483 309 349 leaf_count=11874 787918 11635 37954 9105 9541 5654 25299 31922 4202 1658 36263 517 9300 11823 51 9707 1999 7483 391 5659 163838 318 4466 81213 29 2526 16046 41483 309 349 internal_value=-6.51796e-06 0.000453189 0.00069737 0.000259489 0.00177521 -0.000175046 -3.81912e-05 6.32284e-05 0.000983056 -0.000526844 -0.00027554 -0.00162153 0.00149736 0.00230151 0.00323224 0.00316462 -3.08019e-05 0.000691267 0.0043714 2.19991e-05 -0.000175355 0.000135522 0.00367402 4.05364e-05 0.000482621 0.0010499 -0.000497459 0.00161065 -0.000454776 0.00651775 internal_weight=1.33053e+06 85763 74128 52713 21415 43608 1.24477e+06 872113 84195 21392 372656 25816 62803 30881 21581 21530 19734 15532 2390 13142 346840 183002 4784 178218 97005 60433 16075 44358 36572 2875 internal_count=1330532 85763 74128 52713 21415 43608 1244769 872113 84195 21392 372656 25816 62803 30881 21581 21530 19734 15532 2390 13142 346840 183002 4784 178218 97005 60433 16075 44358 36572 2875 cat_boundaries=0 1 2 cat_threshold=7044 2146 is_linear=0 shrinkage=0.05 Tree=384 num_leaves=31 num_cat=1 split_feature=104 20 91 96 33 63 83 76 12 12 12 136 3 30 31 7 12 79 32 78 10 36 75 107 8 134 74 22 23 1 split_gain=7.32912 12.7735 12.2389 16.0345 26.0695 27.0309 12.3788 14.8612 13.7931 11.9988 11.6611 11.578 17.8451 24.8743 17.2441 13.6637 13.7615 13.5844 12.1972 11.5013 11.1408 15.0476 11.02 12.9323 11.8211 15.0727 11.0308 15.003 11.2365 9.84049 threshold=1.0000000180025095e-35 4.6349999904632577 -0.90028300881385792 -0.21420279890298841 12.050000190734865 0.61720782518386852 288.14309692382818 6.1949999332427987 3.7350000143051152 4.4049999713897714 4.4049999713897714 0 135.50000000000003 1005.3500061035157 1003.9500122070314 1.0500000119209292 2.3950001001358037 15.545000076293947 8.1500000953674334 63.254999160766609 10.949999809265138 13.750000000000002 0.91977944970130932 -0.89520752429962147 10.650000095367433 1014.8500061035157 0.54295325279235851 4.6449999809265146 7.7049999237060556 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 29 3 6 5 -5 8 -8 11 -6 -7 12 15 20 17 -3 -17 -13 -15 -10 -14 -22 24 -24 -4 26 27 -26 -28 -2 right_child=1 2 22 4 9 10 7 -9 19 -11 -12 14 13 18 -16 16 -18 -19 -20 -21 21 -23 23 -25 25 -27 28 -29 -30 -31 leaf_value=4.7962894032131092e-06 0.022673527483998646 0.011505618786747111 -0.0017174918804748038 0.0083057735751858579 0.0079057611687334654 0.066390152838898861 -0.0014414808990256026 -0.013483741248880202 -0.0094375365633982307 -0.013975775329220931 0.021266329356215218 -0.0049647494618381771 0.065932512283325195 -0.020474553146423439 -0.0027186245848996346 0.0029744087050576728 -0.008231597158059446 0.0467891570966458 0.0084347433551575889 0.0091091781120860218 0.012007634026492176 0.062302268519997595 0.048061556927859787 0.0039430766213775564 0.007451668134346218 0.034360493787310341 -0.0025145380965255031 -0.016248071347977195 -0.012538982253686654 0.0028282270266574566 leaf_weight=1318970 67 236 2484 94 165 41 736 393 537 101 22 21 21 39 1557 653 472 32 566 99 58 20 20 98 77 22 1134 503 371 923 leaf_count=1318970 67 236 2484 94 165 41 736 393 537 101 22 21 21 39 1557 653 472 32 566 99 58 20 20 98 77 22 1134 503 371 923 internal_value=-6.19079e-06 -0.00125957 -0.00176814 -0.000243505 0.00913356 0.0252904 -0.000972641 -0.00563334 0.000247941 -0.000402642 0.0506326 0.0014245 0.00389153 0.0103731 -0.00175303 0.000567451 -0.00172713 0.0262829 0.00657117 -0.00655055 0.0336068 0.0249037 -0.00366641 0.0114208 -0.00405419 -0.00680898 -0.00724338 -0.0131017 -0.00498568 0.00417129 internal_weight=1.33053e+06 11562 10572 5863 423 157 5440 1129 4311 266 63 3675 2065 704 1610 1361 1125 53 605 636 99 78 4709 118 4591 2107 2085 580 1505 990 internal_count=1330532 11562 10572 5863 423 157 5440 1129 4311 266 63 3675 2065 704 1610 1361 1125 53 605 636 99 78 4709 118 4591 2107 2085 580 1505 990 cat_boundaries=0 1 cat_threshold=1876 is_linear=0 shrinkage=0.05 Tree=385 num_leaves=31 num_cat=4 split_feature=14 12 136 29 13 136 12 122 124 4 68 112 108 14 84 136 21 23 30 31 136 20 23 39 43 3 29 15 22 15 split_gain=7.82283 34.4483 29.9285 30.9001 24.4592 23.0484 28.453 23.5122 25.9314 29.6111 24.6077 22.7372 22.3586 21.4735 20.7138 19.4393 21.3753 18.8474 17.7208 17.5485 17.2728 25.3553 37.8472 33.9829 35.9679 23.8417 21.5846 24.1421 21.0572 20.1985 threshold=1.825000047683716 1.7050000429153445 0 1020.8500061035157 2.8950001001358037 1 3.1149998903274541 -0.86159634590148915 0.14780378341674807 3.7500000000000004 301.72041320800787 -0.63605400919914235 -0.89620453119277943 1.4550000429153445 0.86462134122848522 2 7.0350000858306894 7.7249999046325692 1011.4500122070314 1011.3500061035157 3 7.5150001049041757 7.1050000190734872 13.550000190734865 13.750000000000002 173.50000000000003 1024.350036621094 2.0849999189376835 7.0750000476837167 4.055000066757203 decision_type=2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 11 6 -2 8 9 -7 15 12 -4 -14 20 16 17 18 -11 -17 21 26 23 24 -23 28 29 -28 -24 -9 right_child=5 2 3 -5 -6 7 -8 14 -10 10 -12 -13 13 -15 -16 19 -18 -19 -20 -21 -22 22 25 -25 -26 -27 27 -29 -30 -31 leaf_value=-3.7084792293106826e-05 -0.0012536855801408122 -0.0015370734366073429 -0.0061740905644859529 0.0035514495537619251 -0.019153524248629671 0.00072544849613114621 -0.0088763899113922726 -0.00015007818575705036 0.00011245285755192711 0.033587159726413941 -0.0028557501583742662 -0.0006618620461957055 0.0042351477071273123 0.0011749189227059339 0.00045614588710835865 -0.00015244296830703522 0.0082513694895941653 0.058850966340325994 0.0057242568023502831 0.0066432255506810442 -0.00053255567469470688 0.0027863464192358451 0.009240226525854555 0.014455622632911006 0.059564794455322305 0.0013884442178540479 0.0024360835859988054 -0.0051475786449475345 -0.00063568459344761599 -0.0058280381709564103 leaf_weight=598550 22095 10727 963 12612 152 8765 1296 72270 26987 105 857 17533 6428 52972 109341 1492 1795 33 125 2615 299278 7268 548 711 28 31740 1362 4573 35820 1601 leaf_count=598550 22095 10727 963 12612 152 8765 1296 72270 26987 105 857 17533 6428 52972 109341 1492 1795 33 125 2615 299278 7268 548 711 28 31740 1362 4573 35820 1601 internal_value=-7.80008e-06 0.000107281 0.000959563 0.001255 0.00088407 -0.000135514 -0.00167531 -7.61789e-05 0.00105405 0.00266366 0.00508298 0.00092317 0.00138356 0.00150608 -0.000161815 0.00618655 0.0101526 0.0235143 0.0184443 0.00416434 -0.000310253 0.000116467 0.000769356 0.0040211 0.00300425 0.000387071 -0.000506212 -0.00340723 -0.000486872 -0.000273136 internal_weight=1.33064e+06 699937 101387 90660 78048 630705 23391 607314 42774 15787 7022 77896 60363 59400 564540 6165 2058 263 230 4107 455199 155921 76115 8007 7296 68108 79806 5935 36368 73871 internal_count=1330642 699937 101387 90660 78048 630705 23391 607314 42774 15787 7022 77896 60363 59400 564540 6165 2058 263 230 4107 455199 155921 76115 8007 7296 68108 79806 5935 36368 73871 cat_boundaries=0 1 2 3 4 cat_threshold=2080 2080 4111 152 is_linear=0 shrinkage=0.05 Tree=386 num_leaves=31 num_cat=2 split_feature=39 115 29 34 13 14 12 28 13 136 11 136 12 122 124 4 68 15 126 64 84 28 31 31 13 55 39 28 120 72 split_gain=7.30594 16.3126 12.8238 11.6032 7.31208 7.51995 30.4 27.9015 31.0976 23.5516 22.483 21.0271 26.0535 20.7961 23.3126 26.882 22.1561 19.5575 29.7138 22.4979 19.1909 21.9968 29.0502 23.3959 43.3133 33.9188 27.1629 23.3973 24.0409 21.0572 threshold=7.6499998569488534 -0.46173103153705591 1013.0499877929689 10.84999990463257 0.50499999523162853 1.825000047683716 1.7050000429153445 1020.4500122070314 2.6350001096725468 0 5.2500000000000009 1 3.2949999570846562 -0.86159634590148915 0.14780378341674807 3.7500000000000004 301.72041320800787 1.1549999713897707 -0.19936034083366391 3.4750000238418584 0.86462134122848522 1006.8500061035157 1009.3500061035157 1006.4500122070314 2.9550000429153447 30.045000076293949 12.650000095367433 1004.9500122070314 -0.8338540494441985 0.79081216454505932 decision_type=2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 -2 6 -6 8 9 10 -8 12 -7 14 15 -13 -17 18 -11 -19 21 23 -23 -15 25 27 -26 28 -25 -30 right_child=4 -3 3 -5 5 11 7 -9 -10 17 -12 13 -14 20 -16 16 -18 19 -20 -21 -22 22 -24 24 26 -27 -28 -29 29 -31 leaf_value=-0.014002753006895512 -0.0019420822578378001 0.007425072603111863 -0.0035739132444810593 0.025991062615546123 -1.8924487503289223e-05 -0.0012611293792431696 -0.0028418086328981153 0.002915576970567739 -0.014321488903299706 -0.0024998196930616258 0.00080928530507998653 0.00067772284960438073 -0.010002334461958107 0.00029464110336467668 0.00010607759605882019 0.0058772199161104969 -0.0027072266933710425 8.732985465653683e-05 0.0076918883774696762 0.0019734902587887049 0.00045161034492485947 -0.0024160932241278797 -0.00032611771860998517 0.047214601552414318 -0.002862265827625699 -0.0094988933702032756 0.0065765985629864842 0.0064491843715950379 0.0118438152459312 0.03603775230602551 leaf_weight=316 4843 318 1387 34 593114 22505 8550 14914 349 1011 8319 8757 886 49549 26973 6165 856 39099 2444 26542 108827 17384 381696 62 2386 224 1120 1200 709 103 leaf_count=316 4843 318 1387 34 593114 22505 8550 14914 349 1011 8319 8757 886 49549 26973 6165 856 39099 2444 26542 108827 17384 381696 62 2386 224 1120 1200 709 103 internal_value=-7.41085e-06 -0.00298638 -0.00489245 -0.00286652 -2.80311e-06 4.29187e-06 0.000117754 0.000918582 0.000573526 0.000633997 -0.00104064 -0.000120877 -0.00159155 -6.40848e-05 0.000999081 0.0025257 0.0048306 0.00104284 0.0047096 0.000850001 -0.000144779 -0.000287602 -0.000417157 0.000646457 0.00364992 0.00898509 0.000153002 0.0109814 0.0172042 0.0149128 internal_weight=1.33064e+06 2055 1737 1421 1.32859e+06 1.32374e+06 694342 101228 86314 85965 16869 629402 23391 606011 42751 15778 7021 69096 3455 65641 563260 454433 399080 55353 5804 2298 3506 2074 874 812 internal_count=1330642 2055 1737 1421 1328587 1323744 694342 101228 86314 85965 16869 629402 23391 606011 42751 15778 7021 69096 3455 65641 563260 454433 399080 55353 5804 2298 3506 2074 874 812 cat_boundaries=0 1 2 cat_threshold=2208 2080 is_linear=0 shrinkage=0.05 Tree=387 num_leaves=31 num_cat=1 split_feature=15 16 43 136 122 27 37 23 7 71 131 13 34 0 24 88 2 27 124 114 77 122 115 23 121 29 79 7 12 65 split_gain=6.77418 22.2474 12.451 14.0412 13.3835 15.322 10.8925 23.9489 16.0859 20.1188 14.0637 13.3248 20.8997 20.5493 14.624 12.4097 12.3429 12.18 11.9692 11.0444 10.6809 10.236 12.1894 11.0088 10.2254 10.3982 10.1973 11.8733 16.2071 10.8738 threshold=4.9649999141693124 15.405000209808351 12.250000000000002 0 -0.78257837891578663 282.50000000000006 12.750000000000002 9.5250000953674334 8.8499999046325701 274.62925720214849 200.50000000000003 4.305000066757203 12.84999990463257 216.50000000000003 192.50000000000003 -0.96759259700775135 160.50000000000003 176.50000000000003 0.04361772537231446 -0.95368063449859608 38.555000305175788 -0.84335932135581959 -0.26722820103168482 7.7249999046325692 -0.53727915883064259 1011.8500061035157 63.939998626708991 10.34999990463257 4.3450000286102304 52.225000381469734 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 6 3 4 5 -3 7 10 9 -8 11 -2 14 17 -13 18 -17 -14 -9 -19 -5 -16 -23 -24 25 -10 -1 28 29 -28 right_child=1 2 -4 20 -6 -7 8 15 24 -11 -12 12 13 -15 21 16 -18 19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-1.4942061959982821e-06 -0.0032900189057781734 0.055881648366489726 -0.008599045668806829 0.00018729277526189148 0.0067119724988910813 0.013054579151503277 -0.0061951480067514511 0.0091549594319932284 -0.024987123102975926 0.0071083069345475097 -0.022000041408616989 -0.017961227434946672 0.048032233002595605 0.060028999183947843 -0.0080530553446634557 -0.012185771550987868 -0.0037065734683292429 0.036936400961130857 -0.0099945586656152354 -0.0057112357948744114 0.011522249989464637 0.0043089336029509054 0.05399922657272091 0.011783385187625251 -0.0054826742773703488 -0.0098802697503131386 0.014814154568335248 0.0025293083966546953 -0.012716612018915397 0.045379635306118535 leaf_weight=1318216 770 31 247 2156 552 64 726 255 157 467 61 79 20 30 159 697 1117 20 120 63 230 1502 23 47 903 415 90 1345 37 43 leaf_count=1318216 770 31 247 2156 552 64 726 255 157 467 61 79 20 30 159 697 1117 20 120 63 230 1502 23 47 903 415 90 1345 37 43 internal_value=-7.04031e-06 -0.00124777 0.00219597 0.00307509 0.00954769 0.0270297 -0.00272798 -0.00134294 -0.00530444 -0.000987509 0.00174245 0.00227629 0.00448218 0.0236123 0.00307649 -0.00525288 -0.00696457 0.0130055 0.00302711 0.0045653 0.00127459 0.00403662 0.00525943 0.0256543 -0.00879603 -0.0140267 3.21756e-06 0.00410297 0.0165534 0.0246962 internal_weight=1.33064e+06 10911 3280 3033 647 95 7631 4963 2668 1193 2774 2713 1943 133 1810 2189 1814 103 375 83 2386 1731 1572 70 1475 572 1.31973e+06 1515 170 133 internal_count=1330642 10911 3280 3033 647 95 7631 4963 2668 1193 2774 2713 1943 133 1810 2189 1814 103 375 83 2386 1731 1572 70 1475 572 1319731 1515 170 133 cat_boundaries=0 1 cat_threshold=264 is_linear=0 shrinkage=0.05 Tree=388 num_leaves=31 num_cat=4 split_feature=16 8 17 54 121 14 12 33 8 136 127 20 24 14 12 136 28 29 15 66 17 110 78 120 8 136 31 43 124 136 split_gain=6.75225 9.79776 7.30481 8.53334 7.16935 6.87038 29.0542 29.7203 24.0035 35.4842 24.4512 23.4381 21.5694 19.726 18.1493 17.8337 18.6381 19.7591 18.6674 27.5781 19.67 18.5451 22.4035 16.3204 25.9406 23.1969 16.8233 19.3744 16.183 25.0262 threshold=22.289999961853031 5.8500001430511483 22.289999961853031 18.035000801086429 -0.026175950653851029 1.6150000095367434 1.575000047683716 12.650000095367433 9.7500000000000018 0 -0.026175950653851029 5.1549999713897714 218.50000000000003 1.3049999475479128 1.0649999976158144 1 1022.9500122070314 1032.4500122070315 1.1749999523162844 2.245000004768372 10.405000209808351 0.63155892491340648 0.80500000715255748 0.64942333102226268 8.9499998092651385 2 1004.7500000000001 9.7500000000000018 -0.55191597342491139 3 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 left_child=2 -2 5 4 -4 6 8 13 15 10 -10 -9 -7 -8 -11 16 18 -18 20 -20 -1 22 -17 -14 -25 26 27 -26 29 -28 right_child=1 -3 3 -5 -6 12 7 11 9 14 -12 -13 23 -15 -16 21 17 -19 19 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31 leaf_value=-0.00076651406056209455 -7.2783783923390799e-05 0.013552519701576483 0.0042745625896016192 -0.01162260176842006 0.020877739153379066 -0.001414549303693729 0.0057184706801142911 -0.0028252425310638222 0.0084844593707298493 0.0053008655238666299 0.0024776928777687918 0.00068637816558785232 1.7790356584732937e-05 0.001807674559150091 -0.00070890502227277273 0.0060332402417097794 -0.0019157939358390042 0.038055404576082391 0.0013930850939021565 -0.00027158866086032595 0.00031324624591793498 -0.00087786554988066371 3.6623068075802216e-05 -0.00046634759224748297 0.0050378136550231524 -0.007737256451713948 -0.0029252315198732403 0.04346236166005072 -0.0047852989563842846 0.0099903723692496959 leaf_weight=66727 319 225 159 49 110 30383 3702 5504 2083 1387 9076 34763 666286 24993 13329 1597 11699 31 64740 40409 114648 112506 63064 55884 240 2348 1089 38 2694 560 leaf_count=66727 319 225 159 49 110 30383 3702 5504 2083 1387 9076 34763 666286 24993 13329 1597 11699 31 64740 40409 114648 112506 63064 55884 240 2348 1089 38 2694 560 internal_value=-6.68829e-06 0.00556268 -8.96612e-06 0.00756824 0.011064 -1.07781e-05 0.000120383 0.00108262 -1.19891e-05 0.00147107 0.00359573 0.000206383 -0.000109255 0.00231221 -0.00014238 -9.27053e-05 0.000143317 -0.00181016 0.000223296 0.000753347 -8.39924e-05 -0.000490021 0.000184728 -5.48642e-05 -0.000825053 -0.00370149 -0.00163059 0.0102901 -0.0023974 0.00150375 internal_weight=1.33064e+06 544 1.3301e+06 318 269 1.32978e+06 570258 68962 501296 25875 11159 40267 759522 28695 14716 475421 298254 11730 286524 105149 181375 177167 64661 729139 62853 6969 4621 278 4343 1649 internal_count=1330642 544 1330098 318 269 1329780 570258 68962 501296 25875 11159 40267 759522 28695 14716 475421 298254 11730 286524 105149 181375 177167 64661 729139 62853 6969 4621 278 4343 1649 cat_boundaries=0 1 2 3 4 cat_threshold=1507 6950 1276 152 is_linear=0 shrinkage=0.05 Tree=389 num_leaves=31 num_cat=1 split_feature=31 136 41 111 13 23 21 23 15 12 18 124 37 123 36 22 104 100 23 4 28 84 12 100 1 28 34 39 39 35 split_gain=6.78219 21.0161 22.7347 48.0846 47.7861 22.8832 33.0775 36.1471 26.4447 22.86 32.4206 32.8618 21.6397 19.8677 19.222 18.9515 18.7203 17.6501 17.4819 17.1656 17.0619 16.6346 16.293 20.4847 15.8962 24.0214 20.7116 19.8041 15.2217 41.0822 threshold=1023.5499877929689 0 6.5499999523162851 0.075553290545940413 3.2350000143051152 9.4449996948242205 5.9949998855590829 6.3250000476837167 2.1350001096725468 1.685000002384186 11.775000095367433 0.94828754663467418 10.84999990463257 0.026175950653851036 12.750000000000002 9.3949999809265154 -0.92694023251533497 -0.082602359354495988 7.5650000572204599 8.2500000000000018 1021.7500000000001 0.75085714459419262 3.2150000333786015 -0.15846171230077741 309.50000000000006 1022.2500000000001 12.550000190734865 9.7500000000000018 13.150000095367433 12.34999990463257 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 13 -4 5 6 7 19 9 14 11 -11 15 -2 -9 -7 21 -14 -6 -5 -8 -15 24 -24 25 26 -3 -26 -21 -30 right_child=1 22 3 4 18 12 20 8 -10 10 -12 -13 17 16 -16 -17 -18 -19 -20 28 -22 -23 23 -25 27 -27 -28 -29 29 -31 leaf_value=-3.6374622680308311e-05 0.0015841250143023889 0.0079761137210432303 -0.011068379739198867 -0.0006831431098590434 -0.014909987831948796 0.021040865896065953 0.014459651415814801 0.0040049616325632089 0.0025389255885647178 0.10494694651510471 0.016599688747498606 0.030585440061986449 -0.025968033930597208 -0.002016320294592771 0.044718099315650767 0.08308545010164381 -0.0024371328228818684 0.013017523021291708 -0.00089604902422978365 0.0082910911386787165 0.0025803166242913539 0.0086416539386336821 0.016221861221960614 -0.0031333272736808076 -0.0048634853297228218 0.00031768312914839475 0.00014550552055148303 -0.00033173403512591642 0.092370160228826784 0.014039722722289819 leaf_weight=1242746 18189 2058 521 331 273 32 326 64 73 39 35 24 30 675 53 20 6956 900 1204 205 4151 800 140 5803 2805 23510 1432 17155 22 70 leaf_count=1242746 18189 2058 521 331 273 32 326 64 73 39 35 24 30 675 53 20 6956 900 1204 205 4151 800 140 5803 2805 23510 1432 17155 22 70 internal_value=-6.35413e-06 0.0004181 0.00136851 0.00364132 0.00461734 0.00649485 0.00521656 0.0138735 0.0285406 0.0373691 0.0551834 0.0766188 0.013515 0.000654142 0.0224477 0.0449042 -0.0013522 0.0117599 -0.0034863 0.00714726 0.00344533 0.00376428 -0.000210774 -0.00267737 0.000101341 0.000892294 0.0047631 -0.000968586 0.0158741 0.0327709 internal_weight=1.33064e+06 87896 34993 8373 7852 6375 5393 916 288 215 98 63 982 26620 117 52 8431 930 1477 628 4477 1475 52903 5943 46960 27000 3490 19960 297 92 internal_count=1330642 87896 34993 8373 7852 6375 5393 916 288 215 98 63 982 26620 117 52 8431 930 1477 628 4477 1475 52903 5943 46960 27000 3490 19960 297 92 cat_boundaries=0 1 cat_threshold=787 is_linear=0 shrinkage=0.05 Tree=390 num_leaves=31 num_cat=0 split_feature=78 73 19 53 111 31 59 67 20 85 120 43 43 85 43 31 28 37 34 34 5 125 57 28 36 34 5 13 68 36 split_gain=8.22945 15.1334 12.3602 19.2192 30.1606 12.6584 14.1671 11.3539 10.668 10.6482 9.92371 8.72294 15.9367 42.944 33.6823 29.2582 28.9945 28.9982 22.4712 18.0341 19.2561 17.4627 23.9247 18.6042 20.7997 24.7742 24.6691 21.1532 16.6916 17.8215 threshold=63.254999160766609 0.88175901770591747 12.699999809265138 19.095000267028812 -0.97609320282936085 1011.0499877929689 273.99578857421881 28.195000648498539 7.9149999618530282 0.85258677601814281 -0.33379416167736048 9.7500000000000018 1.0000000180025095e-35 0.84454271197319042 5.5499999523162851 1005.9500122070314 1009.6499938964845 10.84999990463257 14.250000000000002 8.5500001907348651 5.9500000476837167 0.58068084716796886 315.18318176269537 1015.5499877929689 11.84999990463257 10.550000190734865 4.4500000476837167 1.3949999809265139 315.31721496582037 13.34999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 5 4 -4 6 7 -2 -3 -8 -5 12 -1 14 15 -14 17 -17 21 20 -19 23 -23 24 27 26 -26 -16 -24 -30 right_child=1 8 3 10 -6 -7 9 -9 -10 -11 -12 -13 13 -15 18 16 -18 19 -20 -21 -22 22 28 -25 25 -27 -28 -29 29 -31 leaf_value=-4.4317882917252487e-06 -0.0023230400956590134 0.0015054995550915762 0.070330490713769747 -0.0023319568064708134 0.012851553918743456 0.0071914347842318514 0.015187429948993079 -0.02071995657519107 -0.012611463672469276 -0.0039443614762406671 0.013667837272582762 0.00021990999629380032 -0.013294854077255797 -0.0057000806203823563 0.011015487951167588 -0.0028365323333919314 -0.0027479670386139233 0.07108911492170826 -0.002745794720048331 0.012757364323145799 0.017987675437899798 -0.00066952300068604941 0.00060686500555853925 0.00016601215329855275 0.00076656492588385436 0.0032457353194563082 0.01906760315803948 -0.0010932137249563959 0.015298363310229213 0.059193543760249247 leaf_weight=882661 230 322 33 172 74 718 148 132 229 143 222 348985 627 4081 395 285 12535 31 7096 234 38 37487 204 22002 286 6569 517 4151 209 26 leaf_count=882661 230 322 33 172 74 718 148 132 229 143 222 348985 627 4081 395 285 12535 31 7096 234 38 37487 204 22002 286 6569 517 4151 209 26 internal_value=1.05763e-05 0.00292185 0.00506565 0.0117866 0.0305787 0.00260964 -0.00242824 -0.00903131 -0.00436162 0.0057859 0.00668316 5.26625e-06 -7.12141e-05 -0.000680332 -0.000459324 -0.00274309 -0.00223894 0.00861242 -6.1541e-05 0.0193812 0.0418448 0.000203574 -0.000533624 0.00102784 0.00261886 0.00425915 0.0125494 -4.10938e-05 0.011071 0.0201549 internal_weight=1.33084e+06 2423 1872 501 107 1371 653 362 551 291 394 1.32842e+06 979434 96773 92692 13750 13123 588 78942 303 69 71846 37926 33920 11918 7372 803 4546 439 235 internal_count=1330842 2423 1872 501 107 1371 653 362 551 291 394 1328419 979434 96773 92692 13750 13123 588 78942 303 69 71846 37926 33920 11918 7372 803 4546 439 235 is_linear=0 shrinkage=0.05 Tree=391 num_leaves=31 num_cat=2 split_feature=120 121 136 29 65 59 5 28 30 136 53 22 8 38 12 108 15 79 55 35 105 112 20 55 76 39 4 55 76 8 split_gain=7.61582 18.0616 20.9863 27.0788 24.7497 23.0029 21.5136 21.3944 17.2436 15.8029 15.562 15.2915 15.2327 15.1353 22.0765 22.8052 18.9557 20.9355 15.1626 15.1197 15.0735 14.9207 14.5973 14.1009 13.8988 13.9343 13.7811 13.6984 23.5665 25.8217 threshold=-0.68832838535308827 -0.73724925518035878 0 997.45001220703136 71.630001068115249 269.49974060058599 6.5499999523162851 1004.9500122070314 1029.2500000000002 1 54.385000228881843 9.7150001525878924 3.2500000000000004 11.150000095367433 3.6750000715255742 -0.70461639761924733 1.0950000286102297 41.07500076293946 3.2549999952316289 10.250000000000002 -0.60381260514259327 -0.91702514886856068 4.5050001144409189 2.0949999094009404 30.454999923706058 12.750000000000002 15.34999990463257 24.755000114440922 21.064999580383304 11.650000095367433 decision_type=2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 27 20 -5 21 10 13 26 -12 -3 14 15 18 22 -18 -2 -19 -6 -8 -17 -16 -15 -26 -9 28 29 -4 right_child=9 12 4 6 5 -7 7 8 -10 -11 11 -13 -14 24 23 16 17 19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.044676646986044947 -0.01555338427064649 -0.00025134329612037232 1.1055936242807343e-05 7.1733774725076747e-05 -0.023005480739439643 -0.0032540688845876828 0.043650597211813968 -0.0031075602772867375 0.043644590210169559 9.0252581588409013e-05 0.019035045846025101 -0.0079643373734235214 0.00094833231595922067 -0.00037638631767257345 -0.015271930063322961 0.030172577805385209 0.00081689816008956361 0.00096613421842399049 -0.0019881470013227184 0.012850091283525503 0.018421719282438669 0.0042433747552046231 0.0064186097766002446 -0.0026835567492849862 -0.0050545818456812558 -0.00093691088812388888 0.018668269543120741 0.0019182112171361506 -0.0025535674094195227 0.0020847290037162222 leaf_weight=32 308 35310 215197 14193 258 969 41 15446 20 567289 156 79 105570 307534 293 69 20344 459 622 642 24 58 1032 924 3141 5940 73 10366 8315 16138 leaf_count=32 308 35310 215197 14193 258 969 41 15446 20 567289 156 79 105570 307534 293 69 20344 459 622 642 24 58 1032 924 3141 5940 73 10366 8315 16138 internal_value=1.00475e-05 0.000185504 -4.58924e-05 -0.00129334 0.00010358 -0.00691166 -0.0013427 -0.00260742 -0.00275285 -7.14908e-05 -0.00281175 0.00995866 0.000647647 -0.000340318 0.000851932 0.00119233 0.00150883 0.00118033 -0.00648072 0.00789574 -0.0194798 0.0205635 0.00790728 -0.00571428 -0.000433313 -0.00236116 -0.00300513 0.000138686 6.17135e-05 0.000155716 internal_weight=1.33084e+06 422245 281365 30098 251267 1251 30066 15873 15774 908597 15754 235 140880 341308 24693 23476 22546 21445 930 1101 282 99 1101 1217 316615 9081 15519 250016 239650 231335 internal_count=1330842 422245 281365 30098 251267 1251 30066 15873 15774 908597 15754 235 140880 341308 24693 23476 22546 21445 930 1101 282 99 1101 1217 316615 9081 15519 250016 239650 231335 cat_boundaries=0 1 2 cat_threshold=4100 1123 is_linear=0 shrinkage=0.05 Tree=392 num_leaves=31 num_cat=2 split_feature=43 55 43 86 43 29 34 11 136 35 125 4 12 136 12 20 132 123 32 120 28 28 55 20 96 40 40 4 24 14 split_gain=7.35637 20.0704 15.129 39.4431 30.7908 22.6104 20.9571 18.7513 25.9397 24.262 18.1122 17.6338 17.0015 17.8967 16.9048 15.5034 17.1673 15.7884 14.6865 22.1491 14.2026 14.001 13.9707 22.7268 23.8772 13.905 18.8363 24.9931 21.9362 17.984 threshold=9.7500000000000018 110.27499771118165 1.0000000180025095e-35 0.83307489752769481 5.5499999523162851 1004.7500000000001 14.250000000000002 15.34999990463257 0 12.750000000000002 -0.0087262028828264185 9.2500000000000018 5.305000066757203 1 3.5849999189376835 6.2149999141693124 1024.7500000000002 0.87032255530357372 9.2500000000000018 -0.36648726463317866 1007.8500061035157 1020.0499877929689 21.125000000000004 7.1749999523162851 -0.98273700475692738 6.4500000476837167 9.8499999046325701 6.9500000476837167 308.50000000000006 1.6449999809265139 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 25 7 4 5 14 12 -1 9 -9 11 -7 13 -6 -4 21 17 -17 19 -5 -19 -10 23 -11 -25 -2 27 -27 29 -29 right_child=1 -3 3 18 6 10 -8 8 15 22 -12 -13 -14 -15 -16 16 -18 20 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=-3.9444368592993554e-05 -0.001618769296681976 -0.012613878031251725 -0.0059436371980230379 0.046401565683567347 0.00099371691963494563 -0.00076928137307490758 -0.0026358805418323244 0.0022231256482694996 0.0030583623926562901 0.0068750183172481549 -0.003530919138462066 0.0090150314066337334 -0.007527894743967669 -0.00061716957945879907 -0.026129774768453313 -0.00052865941025095355 -0.037686424954764305 0.056546486703597978 -0.0053142700256803097 -0.00062477370282929207 0.0021036176458001138 -0.0045316948869292342 0.0015144300906334623 0.063352150157574685 0.017760043643319453 0.0003179489833697813 0.00017675249630762861 0.007419430916923442 0.0078370938976934871 0.00072967777964562809 leaf_weight=853967 10009 305 266 34 40200 3748 7030 6443 6251 837 8853 525 700 30177 170 15808 31 23 5070 95 25 673 467 31 390 12520 317886 1287 2442 4579 leaf_count=853967 10009 305 266 34 40200 3748 7030 6443 6251 837 8853 525 700 30177 170 15808 31 23 5070 95 25 673 467 31 390 12520 317886 1287 2442 4579 internal_value=9.54518e-06 0.000206707 -6.05445e-05 -0.000653783 -0.000413505 -0.00261264 -3.16605e-05 4.39258e-06 0.0012128 0.00362871 -0.00224056 0.000432863 0.000225915 0.000303037 -0.0138144 0.000345989 -0.000514393 -0.000441718 -0.00489037 0.0117698 0.0281908 0.00232062 0.00889969 0.0116413 0.0211172 0.00021792 0.000272194 0.00172887 0.0038551 0.00219741 internal_weight=1.33084e+06 349028 981814 96868 91669 13562 78107 884946 30979 8168 13126 4273 71077 70377 436 22811 15887 15856 5199 129 48 6924 1725 1258 421 348723 338714 20828 8308 5866 internal_count=1330842 349028 981814 96868 91669 13562 78107 884946 30979 8168 13126 4273 71077 70377 436 22811 15887 15856 5199 129 48 6924 1725 1258 421 348723 338714 20828 8308 5866 cat_boundaries=0 1 2 cat_threshold=2077 946 is_linear=0 shrinkage=0.05 Tree=393 num_leaves=31 num_cat=3 split_feature=78 73 55 53 65 67 29 35 36 37 15 135 5 20 136 136 124 60 82 97 39 69 77 35 33 136 40 101 28 40 split_gain=7.44956 13.5744 12.7735 34.8021 42.413 14.8089 16.3012 14.3573 15.9046 10.2892 11.3149 9.99903 9.58688 9.58311 9.26776 8.90299 10.2256 9.66644 8.55098 8.52079 9.68683 8.18122 8.01771 14.9515 18.9 16.8143 13.1025 16.3021 18.5513 11.8298 threshold=63.254999160766609 0.88175901770591747 20.244999885559086 14.385000228881838 61.155000686645515 22.814999580383304 1005.3500061035157 13.650000095367433 14.150000095367433 11.949999809265138 4.2950000762939462 1007.6499938964845 14.150000095367433 7.9149999618530282 0 1 -0.78257837891578663 0.83430504798889171 183.27020263671878 -0.53398409485816944 12.949999809265138 247.08805084228518 43.875000000000007 10.550000190734865 11.550000190734865 2 6.7500000000000009 -0.94098606705665577 1004.9500122070314 6.8500001430511483 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=22 2 5 4 12 6 11 14 -9 10 -7 -2 -4 -3 -8 16 -5 -17 -12 20 -18 -11 -1 26 29 -26 27 28 -24 -25 right_child=1 13 3 15 -6 9 7 8 -10 21 18 -13 -14 -15 -16 17 19 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31 leaf_value=1.6919492339293576e-05 -0.019000787230110484 0.0014416517302435852 0.029796914053814752 0.044759957730555189 0.085468270242563454 -0.0065834407463026146 0.011149030467283659 0.057378523015687549 0.0067301492687434922 -0.030820192320031987 -0.0035351494194141458 0.0064493652125104124 -0.01232429360124198 -0.011938265558051588 -0.0022570151075999049 -0.0014612979505844571 0.0019588820604522798 0.019636062029167081 0.032879752513805503 -0.019586758818477393 0.029152557043931805 -0.0061206675715081088 -0.0092609582766890516 0.0033304945701177024 -0.00040150961903648752 -0.0060800536868365999 -0.022427108762736254 -0.0039552474197676853 0.048223365292506065 -0.012455776691336443 leaf_weight=1313920 95 322 35 26 32 191 375 31 31 62 28 65 22 229 195 358 66 64 38 20 65 73 25 3375 5831 1671 94 3348 32 123 leaf_count=1313920 95 322 35 26 32 191 375 31 31 62 28 65 22 229 195 358 66 64 38 20 65 73 25 3375 5831 1671 94 3348 32 123 internal_value=9.06806e-06 0.00277896 0.00480933 0.0102275 0.0394016 0.00166093 0.00559494 0.0092042 0.0320543 -0.00628738 -0.000416307 -0.00866166 0.0135396 -0.00411915 0.00671875 0.0058928 0.0149531 0.00169806 0.017431 0.010811 0.0154519 -0.0174642 4.01585e-06 -0.00116533 -0.000259766 -0.00167499 -0.0040122 -0.00350383 0.0230109 0.0027754 internal_weight=1.33084e+06 2423 1872 688 89 1184 792 632 62 392 257 160 57 551 570 599 177 422 66 151 131 135 1.32842e+06 14499 11000 7502 3499 3405 57 3498 internal_count=1330842 2423 1872 688 89 1184 792 632 62 392 257 160 57 551 570 599 177 422 66 151 131 135 1328419 14499 11000 7502 3499 3405 57 3498 cat_boundaries=0 1 2 3 cat_threshold=401 260 1940 is_linear=0 shrinkage=0.05 Tree=394 num_leaves=31 num_cat=2 split_feature=120 136 8 31 12 136 31 22 76 33 21 37 122 112 30 32 103 4 79 121 35 114 40 14 75 52 12 121 7 35 split_gain=7.01243 15.6302 38.0641 24.9424 26.0312 22.9842 25.725 24.9742 18.8291 17.0691 17.5324 28.1269 16.6748 22.2583 16.3935 19.5691 19.4204 16.0707 15.5438 15.2059 15.1864 14.5475 14.0398 13.4359 13.2184 13.2029 12.4927 19.6868 12.4735 14.2925 threshold=-0.8703225553035735 0 7.0499999523162851 1007.1499938964845 3.2749999761581425 1 1022.8500061035157 6.1749999523162851 13.515000343322756 3.8500000238418584 7.9149999618530282 16.650000572204593 -0.97625884413719166 -0.76037701964378346 1004.7500000000001 11.949999809265138 0.18272951245307925 6.5499999523162851 38.764999389648445 -0.94260558485984791 9.6500000953674334 -0.97233289480209339 6.7500000000000009 2.7250000238418584 0.86167293787002575 8.6350002288818377 2.2050000429153447 -0.095842104405164705 7.8500001430511483 14.050000190734865 decision_type=2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 25 8 9 -8 -5 23 14 17 -3 28 15 -11 18 -12 -16 -18 -9 -22 -23 -7 -6 -4 -21 -28 -14 -30 right_child=-2 12 3 5 24 6 7 20 -10 10 11 -13 13 -15 16 -17 19 -19 -20 26 21 22 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.0003005994393484802 -4.1314401984573244e-05 -0.0010122454112062357 0.0068002350898817027 0.0032980096019705968 -0.0068717733592234282 0.0062718656269664108 0.075128720514476305 0.039451501355013199 -0.0032636624523774485 0.011086885291425621 0.0061193450888647498 0.049946118036991567 0.00040052703590652284 -0.0012080044005942535 -0.0040744796746183592 0.071606776558540086 0.01777839955186759 -0.0041672326675004532 0.032593516994177577 0.00073029747892481591 0.044377333931624893 -0.0093899016338681064 0.025811717061455859 0.030231818881072105 -0.030472432967508213 -0.016277162509335988 0.015425476406780514 -0.010580126990509385 0.00097121069951727399 0.0048434368650700499 leaf_weight=65731 1119058 34288 609 8137 813 110 21 59 1263 34 665 29 65732 20142 427 22 457 885 31 465 25 83 43 125 64 69 506 85 7334 3530 leaf_count=65731 1119058 34288 609 8137 813 110 21 59 1263 34 665 29 65732 20142 427 22 457 885 31 465 25 83 43 125 64 69 506 85 7334 3530 internal_value=8.61557e-06 0.000272443 0.00081952 0.00308993 -0.00290596 0.003782 0.00691749 0.0231399 0.0024138 0.00595988 0.00510898 0.00115884 -6.48056e-05 0.000271 0.00818609 0.0348626 0.00742815 0.000246041 -0.00159258 0.0101588 0.017941 0.00953626 0.00262335 0.0190165 -0.00859406 0.00445165 0.00686133 0.0116852 0.000659925 0.0022294 internal_weight=1.33084e+06 211784 80758 15027 1555 13472 4072 231 9400 3841 3606 1579 131026 96738 2027 56 1971 1550 458 1513 210 151 126 235 877 678 1056 591 76596 10864 internal_count=1330842 211784 80758 15027 1555 13472 4072 231 9400 3841 3606 1579 131026 96738 2027 56 1971 1550 458 1513 210 151 126 235 877 678 1056 591 76596 10864 cat_boundaries=0 1 2 cat_threshold=697 32 is_linear=0 shrinkage=0.05 Tree=395 num_leaves=31 num_cat=2 split_feature=8 109 0 33 5 4 4 30 116 5 4 136 124 87 5 4 10 136 23 9 12 20 12 15 15 17 43 85 135 31 split_gain=8.38361 12.9744 17.6947 13.569 12.9712 19.3485 16.6917 19.1133 14.1114 14.0535 14.5766 16.5929 22.3961 13.7889 13.3586 19.782 16.195 14.6763 23.4667 24.1059 22.1537 20.1209 15.6589 23.5143 19.1829 16.839 15.7906 17.3204 20.926 19.6013 threshold=16.44999980926514 -0.97540867328643788 212.50000000000003 16.44999980926514 11.449999809265138 10.650000095367433 6.5499999523162851 1020.8500061035157 -0.80382624268531788 9.5500001907348651 8.7500000000000018 0 0.14780378341674807 0.79936534166336071 7.4500000476837167 7.2500000000000009 8.0500001907348651 1 5.7449998855590829 5.1499998569488534 0.6850000023841859 6.1349999904632577 0.98500001430511486 0.95499998331069957 1.294999957084656 11.269999980926515 8.2500000000000018 0.73077088594436657 1029.5999755859377 1020.8500061035157 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 5 9 7 -6 13 10 14 -12 -13 -8 15 17 -16 -1 19 20 -19 -21 24 -24 25 -20 27 28 -25 -29 right_child=1 -3 -4 -5 6 -7 8 -9 -10 -11 11 12 -14 -15 16 -17 -18 18 22 21 -22 -23 23 26 -26 -27 -28 29 -30 -31 leaf_value=-0.00022158885633215229 -0.0049396951391010259 0.0011708166650101592 0.043000246454030278 0.036535962484776974 0.0053010121055633106 0.001038124037178668 -0.0065782797162346335 0.051631212445056966 -0.000695801040326212 -0.00073117044899036188 0.0014739680651128882 -0.0023593354486439707 0.00066400794007934433 0.0009177390314757403 0.00074267477434425259 0.00096836054609693214 -0.00081942526261651939 -0.00063471487540498665 -0.0024333081431536225 -0.00049488048674435061 0.0021456575175049764 0.0025189143726194285 0.0029709518163794331 -0.0006298266987443419 0.0049514780494823172 -0.00020129861585530424 0.00067207898962027472 -3.8598310992269099e-05 0.036480659047925947 0.0016126657466655884 leaf_weight=460636 1407 24096 20 20 693 44330 2010 23 48573 66653 35451 8146 24695 883 20175 53207 93430 8715 15649 33704 40267 6627 7021 109566 1304 18369 76151 107239 38 21590 leaf_count=460636 1407 24096 20 20 693 44330 2010 23 48573 66653 35451 8146 24695 883 20175 53207 93430 8715 15649 33704 40267 6627 7021 109566 1304 18369 76151 107239 38 21590 internal_value=-2.42911e-06 0.000894671 -0.00370382 -0.0043584 -1.99863e-05 1.21816e-05 -0.000792381 0.00678927 -0.000897857 -2.54478e-05 1.57426e-05 0.000724051 -8.58869e-05 -0.00429035 -2.93094e-05 3.1358e-05 -0.000542013 -2.36166e-05 0.000180743 0.000905591 0.00165097 3.32092e-07 -6.28543e-07 0.000109126 -0.000999937 -0.00122807 4.52546e-05 -0.000154941 -0.00061696 0.000238131 internal_weight=1.33069e+06 25543 1447 1427 1.30514e+06 1.25296e+06 52182 716 51466 1.20863e+06 1.14198e+06 68292 32841 2893 1.07369e+06 960083 113605 906876 446240 89313 48982 40331 356927 321605 35322 34018 314584 238433 109604 128829 internal_count=1330688 25543 1447 1427 1305145 1252963 52182 716 51466 1208633 1141980 68292 32841 2893 1073688 960083 113605 906876 446240 89313 48982 40331 356927 321605 35322 34018 314584 238433 109604 128829 cat_boundaries=0 1 2 cat_threshold=1510 1139 is_linear=0 shrinkage=0.05 Tree=396 num_leaves=31 num_cat=2 split_feature=52 54 52 67 106 54 37 136 64 17 33 71 109 64 41 67 27 69 34 122 28 79 28 121 28 55 52 8 136 22 split_gain=7.72809 20.1686 18.644 18.8208 21.5661 17.757 16.8094 16.7622 16.5785 24.3921 19.8628 17.1647 22.6862 18.7629 16.4153 16.3046 16.1593 15.9944 15.9431 15.3001 15.1146 15.1177 15.1079 17.3074 15.0647 14.6804 38.0106 22.6229 17.1164 18.4621 threshold=38.194999694824226 20.98499965667725 17.804999351501468 15.565000057220461 -0.9350675344467162 58.045000076293952 10.550000190734865 0 24.585000038146976 10.405000209808351 10.550000190734865 296.41996765136724 -0.9937586486339568 58.104999542236335 11.150000095367433 16.464999198913578 281.50000000000006 226.01247406005862 13.650000095367433 0.74892720580101024 1021.1499938964845 5.4149999618530282 1026.850036621094 0.6755644977092744 1024.850036621094 6.4949998855590829 5.0650000572204599 16.150000572204593 1 6.3150000572204599 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 2 25 -4 7 17 24 -5 -3 -10 16 12 18 -14 15 20 -11 -2 -12 -17 21 -8 -13 -24 -7 26 -1 -27 -29 -30 right_child=5 8 3 4 -6 6 14 -9 9 10 11 22 13 -15 -16 19 -18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 28 29 -31 leaf_value=-3.042145402064773e-05 -0.0041383353313575542 -0.00023862412745252832 0.00020121661187856213 -3.6653198012894997e-05 0.0016016844794281223 -0.0059861234639314378 0.0022940155684342072 0.0088163056679094864 0.00313983674936335 -0.0048445188078193651 0.0057392856897148375 -0.0019447229515571528 -0.00422097141222098 -0.011836221495615772 -0.0084808611436417106 0.0010010323548643636 0.0016116274948932904 0.0015360895669886765 0.048537998886839039 -0.0035490734967980951 -0.0056480075959459254 -0.0029330904189478527 0.0065769068788710319 0.053200620573691348 0.0024066287137072865 -0.00059603010154309056 0.0012298806833106459 0.0097894404128572796 0.006726212365196254 -0.0031092854556127513 leaf_weight=961557 1290 38029 17092 724 9112 2156 2534 2117 2205 1239 73 8380 7987 900 554 28418 4451 33263 31 1976 1976 3046 209 22 711 134055 63796 857 867 1061 leaf_count=961557 1290 38029 17092 724 9112 2156 2534 2117 2205 1239 73 8380 7987 900 554 28418 4451 33263 31 1976 1976 3046 209 22 711 134055 63796 857 867 1061 internal_value=-2.30718e-06 -3.19471e-05 1.43447e-05 0.00126559 0.00278758 0.000487539 -0.000211274 0.00659112 -0.000900009 -0.00188647 -0.0023623 -0.00319246 -0.00472048 -0.00499218 6.37427e-05 0.000188478 0.000205799 0.00132424 0.0184966 0.000705217 -0.0018901 -0.000559347 -0.001597 0.0110173 -0.00390477 -1.69259e-05 4.79927e-05 -0.000503367 0.00395695 0.00130685 internal_weight=1.33069e+06 1.25476e+06 1.19124e+06 29045 11953 75924 41371 2841 63526 25497 23292 17602 8991 8887 38504 37950 5690 34553 104 30394 7556 5580 8611 231 2867 1.16219e+06 1.02535e+06 136840 2785 1928 internal_count=1330688 1254764 1191238 29045 11953 75924 41371 2841 63526 25497 23292 17602 8991 8887 38504 37950 5690 34553 104 30394 7556 5580 8611 231 2867 1162193 1025353 136840 2785 1928 cat_boundaries=0 1 2 cat_threshold=2160 1556 is_linear=0 shrinkage=0.05 Tree=397 num_leaves=31 num_cat=3 split_feature=31 28 12 16 11 14 1 127 7 3 63 20 34 136 14 22 3 18 4 2 136 113 43 12 122 125 5 136 2 10 split_gain=7.70884 23.1872 23.2759 24.093 28.5363 23.9344 24.5322 16.9681 18.592 33.3605 22.0801 20.1631 24.933 32.3279 23.9066 23.2503 23.0656 20.9761 18.8899 20.717 23.4351 18.6134 18.6019 23.1688 18.1106 17.8309 24.0753 18.8362 21.0007 17.5213 threshold=1015.4500122070314 1013.4500122070314 3.2949999570846562 9.5450000762939471 6.0499999523162851 1.6749999523162844 232.50000000000003 0.86159634590148937 3.3500000238418584 84.500000000000014 0.66959071159362804 8.1149997711181658 3.8500000238418584 0 1.4950000047683718 7.9149999618530282 163.50000000000003 13.344999790191652 8.3499999046325701 322.50000000000006 1 0.94260558485984813 13.650000095367433 3.0749999284744267 -0.80382624268531788 0.90992662310600292 8.4499998092651385 2 325.50000000000006 13.34999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 left_child=-1 2 3 -2 5 6 -5 8 -3 29 11 12 13 16 -14 17 -11 -13 -16 20 -20 -12 24 -24 -17 26 -9 -28 -29 -10 right_child=1 7 -4 4 -6 -7 -8 25 9 10 21 15 14 -15 18 22 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31 leaf_value=-0.00012713123887806091 0.00041060419650751714 -0.00016303286983964573 -0.0024470981204247713 0.010541424085822282 0.0080270866776178569 -0.0021286941310224377 0.0010892884448890662 -0.00037641654367207239 -0.0011841301771327842 0.013181808572026849 0.0015905407831446391 0.0059096572755297193 0.0007309436875966251 0.00057322505106842934 -0.0010824206380123499 0.0029067142828415162 0.0037428364622390862 0.0010878670040230527 0.0027237777850857136 0.0017441451024449808 -0.0010393419362911373 0.046581959651540161 0.0013250640632985122 0.011059503618247816 -0.0001318886718913981 0.000253940820316322 -0.0058863287001780845 -0.003508122160078671 -0.00018412144367348747 -0.0083857175960199686 leaf_weight=640388 6464 197416 2590 1171 3367 2016 1659 79984 19420 736 45213 4786 66934 15375 58066 6067 5366 4266 4867 15756 27279 23 1711 951 25575 70055 3041 8521 10742 883 leaf_count=640388 6464 197416 2590 1171 3367 2016 1659 79984 19420 736 45213 4786 66934 15375 58066 6067 5366 4266 4867 15756 27279 23 1711 951 25575 70055 3041 8521 10742 883 internal_value=-2.18485e-06 0.000113727 0.00192292 0.00269408 0.00449128 0.0020346 0.0050004 6.73116e-05 0.000214604 0.000460427 0.000600895 0.000408233 0.000190762 0.0017975 -8.8191e-06 0.00138323 0.00487334 0.00363726 -0.000476085 0.000258904 -0.00046907 0.00161342 0.000788443 0.00480269 0.000450729 -0.000360602 -0.00078149 -0.00223412 -0.00165364 -0.00149734 internal_weight=1.33069e+06 690300 17267 14677 8213 4846 2830 673033 500690 303274 282971 237735 194379 21477 172902 43356 6102 9052 105968 47902 32146 45236 34304 2662 31642 172343 102288 22304 19263 20303 internal_count=1330688 690300 17267 14677 8213 4846 2830 673033 500690 303274 282971 237735 194379 21477 172902 43356 6102 9052 105968 47902 32146 45236 34304 2662 31642 172343 102288 22304 19263 20303 cat_boundaries=0 1 2 3 cat_threshold=4755 1024 2208 is_linear=0 shrinkage=0.05 Tree=398 num_leaves=31 num_cat=3 split_feature=8 102 55 67 120 27 65 120 3 34 120 126 25 136 17 136 11 12 11 20 117 136 123 40 4 31 116 32 27 5 split_gain=7.38112 13.8545 16.023 30.165 20.9036 22.135 16.252 16.46 15.1606 14.9227 16.129 14.1788 15.9305 14.4175 14.5635 12.9249 12.1842 13.6782 12.0361 12.8549 15.9412 13.2603 13.0364 11.997 13.1496 11.9627 19.9067 29.1395 26.3367 11.5524 threshold=16.44999980926514 0.23126594722270968 9.7449998855590838 5.9149999618530282 0.58068084716796886 303.50000000000006 32.625000000000007 -0.46173103153705591 277.50000000000006 9.4499998092651385 0.52247866988182079 -0.95368063449859608 239.50000000000003 0 18.219999313354496 1 19.349999427795414 2.8149999380111699 7.5499999523162851 7.1549999713897714 -0.97988739609718312 2 0.87878364324569713 11.050000190734865 15.150000095367433 1012.3500061035157 -0.87878364324569691 13.050000190734865 258.50000000000006 11.449999809265138 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=29 9 4 -4 11 18 7 8 -5 -2 -11 23 15 14 16 -13 17 -14 -6 21 -21 22 -20 25 -25 26 27 28 -3 -1 right_child=1 2 3 6 5 -7 -8 -9 -10 10 -12 12 13 -15 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=1.1806676876898039e-05 -0.012728450046264196 0.00038613206916227104 0.024043384994096733 0.035966904636961027 -0.012943875671009578 0.026840399414889846 0.00043137617869705403 0.0014692807665138002 0.010068002415310331 9.5423641946418844e-05 -0.010909098215869981 -0.014052051129444252 0.0041845394724340313 0.0012789400007357911 0.024379534509032966 -0.0023861577684296362 0.008899684241052681 -0.0049231473200234974 0.013519577269480394 -0.033271161011243992 0.0034469541455270586 -0.00061480723413159008 0.041534706552047287 -0.01270555736137351 0.015356248142524509 0.0025430166785418255 0.0059274506144371972 0.065179704591775176 0.047674592978067025 -0.00074748100291745407 leaf_weight=1252963 293 89 184 61 84 136 2088 678 767 3327 370 318 485 11000 50 911 209 2748 245 37 147 155 50 156 57 508 307 39 44 52182 leaf_count=1252963 293 89 184 61 84 136 2088 678 767 3327 370 318 485 11000 50 911 209 2748 245 37 147 155 50 156 57 508 307 39 44 52182 internal_value=-2.07697e-06 0.000839679 0.00134071 0.00429778 0.000712194 0.00834457 0.00328687 0.00724589 0.011976 -0.00186675 -0.00100592 0.000326989 -7.28892e-05 0.000390618 -0.00240443 -0.00553842 -0.00280049 -0.00355685 0.00484119 0.00719757 -0.00393658 0.0117502 0.017669 0.00556573 -0.00519606 0.00788818 0.013557 0.0271747 0.0160304 -1.8551e-05 internal_weight=1.33069e+06 25543 21553 3778 17775 854 3594 1506 828 3990 3697 16921 15721 14492 3492 1229 3442 3233 718 634 184 450 295 1200 213 987 479 172 133 1.30514e+06 internal_count=1330688 25543 21553 3778 17775 854 3594 1506 828 3990 3697 16921 15721 14492 3492 1229 3442 3233 718 634 184 450 295 1200 213 987 479 172 133 1305145 cat_boundaries=0 1 2 3 cat_threshold=616 532 236 is_linear=0 shrinkage=0.05 Tree=399 num_leaves=31 num_cat=1 split_feature=31 28 16 12 15 121 53 116 11 124 127 23 30 13 125 81 22 108 8 39 3 35 38 136 124 28 15 112 13 38 split_gain=6.97337 23.4908 19.8793 25.7686 23.8365 22.5538 24.2433 28.96 17.2601 34.3886 46.1821 49.8866 24.5557 19.4414 33.9199 32.4386 29.4595 20.0191 17.7514 19.5918 15.0971 14.7189 14.8414 14.5596 19.5354 32.619 18.2497 18.0692 21.467 16.3172 threshold=1015.2500000000001 1013.9500122070314 8.7100000381469744 3.2749999761581425 1.7250000238418581 0.55191597342491161 3.0049999952316289 -0.80382624268531788 7.7500000000000009 -0.043617725372314446 0.8140845298767091 6.6449999809265146 1016.3500061035157 1.7450000047683718 -0.8703225553035735 284.48640441894537 8.2550001144409197 0.19121201336383822 8.9499998092651385 14.250000000000002 165.50000000000003 13.949999809265138 8.6500000953674334 0 0.56638467311859142 1013.3500061035157 0.70499998331069957 -0.97625884413719166 2.4750000238418584 11.050000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=23 2 5 8 -5 -2 7 20 13 10 -10 -12 -13 14 15 -4 -17 18 -15 -20 -7 22 -6 -1 25 26 -25 -28 -29 -26 right_child=1 -3 3 4 21 6 -8 -9 9 -11 11 12 -14 17 -16 16 -18 -19 19 -21 -22 -23 -24 24 29 -27 27 28 -30 -31 leaf_value=0.00014031967916557108 -0.00080721916689404857 4.1874461495574732e-05 0.008582100564831819 -0.029599896554524704 0.040310396999120715 0.030056134671330045 -0.014197039677222309 0.0021611478995444064 0.0093163186900499812 0.0027178850657597936 0.004859478486253432 0.050211779210789537 0.11558129720389843 0.00089841487886023691 0.0025111636492900465 0.020978330946653276 0.071984489835602669 0.0019095307937134931 -0.012696842863368816 0.0077234065689468128 -0.010242503602057695 0.0064697712094018327 -0.0029230646411423553 0.012820349037195528 0.0015425292158395961 -0.0016338050341123036 0.001407736326897638 -4.3141013442537027e-05 -0.0016958174995907545 -0.0001165854906066682 leaf_weight=280801 10683 682345 802 75 20 219 95 276 1355 3065 54 51 20 748 7151 111 38 3463 758 139 26 537 2658 268 16563 61878 14510 74510 26686 140783 leaf_count=280801 10683 682345 802 75 20 219 95 276 1355 3065 54 51 20 748 7151 111 38 3463 758 139 26 537 2658 268 16563 61878 14510 74510 26686 140783 internal_value=-1.97904e-06 0.000104285 0.00142092 0.0023292 -0.00173527 -0.000270801 0.00903206 0.0132677 0.00308234 0.0057401 0.011999 0.0410787 0.0686257 0.00216792 0.00369096 0.0125624 0.0339866 -0.000247834 -0.00478945 -0.0095325 0.0257795 -0.00108524 -0.00260019 -0.000125267 -0.000347748 -0.000706787 -0.000212176 -0.000242362 -0.000478962 5.80609e-05 internal_weight=1.33069e+06 714689 32344 21045 3290 11299 616 521 17755 4545 1480 125 71 13210 8102 951 149 5108 1645 897 245 3215 2678 615999 335198 177852 115974 115706 101196 157346 internal_count=1330688 714689 32344 21045 3290 11299 616 521 17755 4545 1480 125 71 13210 8102 951 149 5108 1645 897 245 3215 2678 615999 335198 177852 115974 115706 101196 157346 cat_boundaries=0 1 cat_threshold=2472 is_linear=0 shrinkage=0.05 Tree=400 num_leaves=31 num_cat=3 split_feature=117 53 8 13 136 136 96 41 36 136 39 34 39 8 33 101 122 22 82 3 24 10 93 27 13 16 71 38 28 31 split_gain=7.44336 12.0344 10.9003 13.8127 26.6891 20.5903 18.1527 17.8283 24.4626 24.6947 16.4157 23.6658 21.2073 16.0033 21.9444 15.8096 22.6484 18.8291 16.6988 15.438 14.721 21.0041 14.6744 14.1015 13.9568 13.4981 14.8794 13.3311 17.5854 14.7597 threshold=0.7933231294155122 0.25499999523162847 14.150000095367433 3.3850001096725468 0 1 -0.98837611079215992 7.6499998569488534 11.050000190734865 2 15.750000000000002 12.150000095367433 10.550000190734865 19.44999980926514 12.34999990463257 0.12142889574170114 0.33379416167736059 8.7849998474121112 289.92976379394537 325.50000000000006 159.50000000000003 14.550000190734865 -0.43251946568489069 285.50000000000006 1.8650000095367434 18.219999313354496 298.41226196289068 13.84999990463257 1006.8500061035157 1006.8500061035157 decision_type=2 2 2 2 1 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 4 20 6 -5 8 9 19 11 12 -7 -10 22 16 -6 24 -19 -8 21 -4 -15 -13 -17 26 -22 -9 29 -29 right_child=1 -3 3 5 15 10 7 27 13 -11 -12 23 -14 14 -16 17 -18 18 -20 -21 25 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=8.6292399327686467e-06 -0.0010602694228071358 6.5394762215473319e-05 0.0086320306662292703 -0.007302139003636055 0.00013920238885210915 -0.0089215205702782453 -0.00036966077044845222 -0.00353139802532112 0.0028259710593686975 -0.0045892600993573873 0.0083170198553180284 -0.01236981476890053 0.00071460411980088555 0.055603030843970683 0.0011298825789283554 0.0040499256023053092 -0.0085322309966688898 0.0060774176869743063 0.028973888068514184 0.011414554095856705 0.0020404739429407755 0.060053744570127333 0.01543207023046444 -0.0040459459180610686 0.00065527919130392034 0.031250647613976862 0.0084491647570052574 0.0092831279835420069 0.00017681145332838842 0.043409299575501964 leaf_weight=1171256 41198 56043 63 687 2715 697 678 2995 6796 2204 318 898 3158 24 368 3389 1042 351 103 471 2572 29 431 1174 28415 47 1398 129 902 42 leaf_count=1171256 41198 56043 63 687 2715 697 678 2995 6796 2204 318 898 3158 24 368 3389 1042 351 103 471 2572 29 431 1174 28415 47 1398 129 902 42 internal_value=9.64912e-06 -0.000411514 4.28548e-05 0.000688419 0.00124025 -0.000319312 0.000645541 0.00100901 0.00205722 -0.00150164 -0.00274577 -0.00334395 -0.00102765 0.00362341 0.0102084 0.000803603 -0.00226581 0.00116134 0.011272 0.00442245 0.00505321 0.024841 0.017551 -0.00765349 0.00101701 0.0046126 0.00429724 -0.00181818 0.00296384 0.017665 internal_weight=1.33059e+06 97241 1.23335e+06 62096 40124 21972 15727 15040 10972 3353 6245 5927 3855 7619 823 36015 3757 32258 454 1149 4109 92 455 2072 31804 4017 3970 4068 1073 171 internal_count=1330593 97241 1233352 62096 40124 21972 15727 15040 10972 3353 6245 5927 3855 7619 823 36015 3757 32258 454 1149 4109 92 455 2072 31804 4017 3970 4068 1073 171 cat_boundaries=0 1 2 3 cat_threshold=1538 1437 12 is_linear=0 shrinkage=0.05 Tree=401 num_leaves=31 num_cat=3 split_feature=34 39 12 136 64 19 31 28 35 34 34 136 79 76 136 106 132 37 135 115 105 25 97 31 12 42 64 55 52 67 split_gain=7.04058 13.3332 10.1469 13.4361 8.86297 13.1449 9.73351 8.73679 8.34433 29.7058 25.1624 24.6918 20.8032 19.7767 20.8534 24.7572 19.2 25.788 25.1014 35.1093 29.737 23.9181 16.8837 16.2608 27.7373 24.7541 18.7619 17.892 36.3849 22.732 threshold=18.349999427795414 17.750000000000004 1.3550000190734866 0 9.4650001525878924 18.219999313354496 1003.9500122070314 1014.0499877929689 12.650000095367433 12.550000190734865 12.34999990463257 1 5.9049999713897714 20.095000267028812 2 -0.43857389688491816 1019.9500122070314 10.650000095367433 1015.4500122070314 -0.8703225553035735 -0.3792047500610351 286.50000000000006 -0.97165146470069874 1018.8500061035157 1.9249999523162844 15.750000000000002 84.40000152587892 55.784999847412116 43.135000228881843 67.924999237060561 decision_type=2 2 2 1 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 -2 -3 4 6 7 -4 -6 10 13 16 -12 -13 -10 -15 -16 18 -18 -1 20 -20 -21 -19 26 -25 27 -11 28 29 -26 right_child=1 2 3 -5 5 -7 -8 -9 9 23 11 12 -14 14 15 -17 17 22 19 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=2.4298271516150258e-05 -0.0035414930449524603 0.00011193462964561522 -0.030761527612805369 -0.0044338770051606689 -0.0059973360811073975 0.03367181441669042 0.0004980786210473713 8.7338307168142765e-05 0.00098215316314516072 -4.1147787041325129e-05 0.00014228893948590977 -0.00074108317435009428 -0.0027626887844377484 0.0074386103598937841 0.0033154951764237414 -0.0083285100498391405 0.0072225948072530957 0.0047943022149337404 -0.0036313143247246101 0.01808651555520965 0.027674610696267338 0.0053246126850286157 -0.0061967687683009628 -4.4412522751255817e-05 0.0012258898332764062 0.017875390447250381 -0.0054455596799150713 -0.00085328889257618886 0.0062479892485194036 0.015451531822384089 leaf_weight=514639 3537 32125 25 3080 1445 24 6384 997 38320 508126 34989 30951 21611 2592 2952 540 497 394 1464 444 80 2121 3087 70061 36517 230 1611 7268 4199 283 leaf_count=514639 3537 32125 25 3080 1445 24 6384 997 38320 508126 34989 30951 21611 2592 2952 540 497 394 1464 444 80 2121 3087 70061 36517 230 1611 7268 4199 283 internal_value=9.16494e-06 -0.000587842 -0.00035084 -0.00159439 -0.000603293 -0.00315124 0.000376142 -0.00351313 3.13226e-05 0.000152776 -0.000102554 -0.000887046 -0.00157197 0.00140261 0.00405082 0.00151055 2.88404e-05 -0.00343158 5.53766e-05 0.00394783 -0.00200925 0.00753369 -0.00495273 6.44457e-05 0.000591879 0.00151109 -5.82282e-05 0.00143312 0.00183843 0.00133529 internal_weight=1.33059e+06 47617 44080 11955 8875 2466 6409 2442 1.28298e+06 672699 610277 87551 52562 44404 6084 3492 522726 3978 518748 4109 1544 2565 3481 628295 118558 48497 509737 48267 40999 36800 internal_count=1330593 47617 44080 11955 8875 2466 6409 2442 1282976 672699 610277 87551 52562 44404 6084 3492 522726 3978 518748 4109 1544 2565 3481 628295 118558 48497 509737 48267 40999 36800 cat_boundaries=0 1 2 3 cat_threshold=5385 792 149 is_linear=0 shrinkage=0.05 Tree=402 num_leaves=31 num_cat=2 split_feature=117 28 52 65 53 136 22 124 32 122 10 136 76 21 36 28 8 119 28 100 31 116 120 27 0 32 12 63 31 59 split_gain=6.81516 11.8847 12.7548 11.6859 19.7328 10.7692 12.0309 10.5974 16.7693 25.1601 18.4561 17.4758 10.2179 10.0155 9.96812 11.9584 9.79099 14.5254 17.1688 18.197 17.6408 17.3526 19.2297 16.5551 16.3001 15.2737 14.9912 15.4241 14.4526 14.3326 threshold=0.7933231294155122 1019.2500000000001 174.6549987792969 67.344997406005874 10.734999656677248 0 6.3150000572204599 0.98624804615974437 11.250000000000002 -0.13052122294902799 9.9499998092651385 1 43.864999771118171 5.6349999904632577 13.449999809265138 1012.8500061035157 14.150000095367433 -0.026175950653851029 1004.9500122070314 0.28301616013050085 1018.0499877929689 -0.23343648016452787 -0.16504132002592084 248.50000000000003 128.50000000000003 8.7500000000000018 4.2850000858306894 0.91679486632347118 1008.6499938964845 304.72825622558599 decision_type=2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 7 5 -5 -3 -7 -2 11 -10 -11 12 -9 -8 15 -12 -1 28 20 25 23 22 -21 -19 -23 -20 29 -28 -18 -25 right_child=1 3 -4 4 -6 6 13 8 9 10 14 -13 -14 -15 -16 -17 17 18 19 21 -22 24 -24 26 -26 -27 27 -29 -30 -31 leaf_value=8.0441042305489198e-06 -0.00036810132253886933 -0.0042301662296141407 0.016650563830394396 0.036871449265163392 0.0027700138004570054 0.00057376005054595922 0.019016921415098937 -0.0034439594718530483 -0.00077570487813789541 0.0030479742247167775 0.0031265673145966289 0.0043731110605124265 -0.020236582657763444 -0.0025928939766941429 0.0022260241412289401 0.016205469785751239 -0.0036821385157178293 0.039505026544793514 -0.012837240715490248 -0.0057730472587294406 0.048539489380676641 -0.0055097311560411309 0.0086968100904765977 0.0059207412805822035 0.0010240890457010596 -0.0014128474443439816 -0.0028683905979047389 0.031856048366788667 0.00019772174788725474 -0.0050642433623869706 leaf_weight=1171256 70490 3539 113 48 365 5851 54 1950 2706 2402 231 827 95 7576 276 718 3408 32 312 278 22 979 1319 3331 38209 4696 1034 33 8117 326 leaf_count=1171256 70490 3539 113 48 365 5851 54 1950 2706 2402 231 827 95 7576 276 718 3408 32 312 278 22 979 1319 3331 38209 4696 1034 33 8117 326 internal_value=8.70787e-06 -0.000394291 -0.000135945 -0.001577 0.00673338 -0.00177865 -0.00113111 -0.000159747 0.00143579 0.00287294 0.00559509 -0.00173325 -0.0042035 -0.00243995 0.0105895 0.0130219 4.04815e-05 0.000652316 0.00101738 0.000719796 0.00386949 0.00106906 0.00617795 0.00366286 0.00086086 -0.00212459 0.00342006 -0.00179444 -0.000949572 0.00494149 internal_weight=1.33059e+06 97241 79808 17433 413 17020 13481 79695 9205 6333 3627 2872 2045 7630 1225 949 1.23335e+06 62096 50571 45793 4778 40785 1597 4756 39188 5008 4724 1067 11525 3657 internal_count=1330593 97241 79808 17433 413 17020 13481 79695 9205 6333 3627 2872 2045 7630 1225 949 1233352 62096 50571 45793 4778 40785 1597 4756 39188 5008 4724 1067 11525 3657 cat_boundaries=0 1 2 cat_threshold=558 280 is_linear=0 shrinkage=0.05 Tree=403 num_leaves=31 num_cat=0 split_feature=112 80 24 118 18 15 6 34 31 36 125 28 27 12 36 64 71 30 61 30 39 83 96 39 103 56 80 30 67 23 split_gain=6.95113 12.0552 22.0764 11.9007 16.0738 14.8419 16.6093 25.9736 39.1409 23.5493 14.054 13.6589 13.3714 13.2524 12.967 11.3085 20.432 13.9366 15.5494 12.9816 15.2532 22.5003 21.1113 11.9473 10.9278 17.0419 18.3269 21.622 27.2564 16.6986 threshold=-0.62249094247817982 316.46762084960943 300.50000000000006 -0.5663846731185912 6.9049999713897714 4.055000066757203 11.949999809265138 13.650000095367433 1006.4500122070314 13.550000190734865 -0.74892720580101002 1007.8500061035157 204.50000000000003 5.5950000286102304 14.34999990463257 71.479999542236342 242.35661315917972 1028.6499633789065 0.64101743698120128 1015.1499938964845 13.250000000000002 193.54404449462893 -0.43844695389270777 13.150000095367433 0.14949216693639758 279.91720581054693 198.93460083007815 1004.7500000000001 44.395000457763679 6.1050000190734872 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 10 13 7 -7 -9 12 -1 14 -10 -6 -12 -2 -17 18 19 20 21 22 -18 -21 29 -26 27 28 -27 -5 right_child=15 2 -4 24 5 6 -8 8 9 -11 11 -13 -14 -15 -16 16 17 -19 -20 23 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.0013853921799207684 -0.00025090111822587011 -0.0021214649841942747 -7.0145373875562657e-06 0.00036874126260852137 0.00051974247201163237 0.0067389930521037332 -0.0016764160216185663 -0.0057981879627775589 0.10848404102027416 0.021415041948878957 0.014376273683990644 0.0058787381893125714 0.052583801464947025 -0.022608182109111259 0.046455267439218795 -0.0096673588289604602 0.080248766423513501 0.040450377589357753 0.0005077681918567111 0.011183834319226732 -0.0062969418250695746 0.0066023497992073717 0.017781595808551893 0.035592564780736434 2.0246310986732716e-05 0.0040291334960705898 0.00067564174591158558 -0.0055385066640393776 0.055443169973019901 -0.00075132639356049514 leaf_weight=1469 260660 17452 42180 52475 62325 555 396 42 20 31 212 880 23 62 37 256 21 28 929 129 172 345 38 82 646219 232 150294 2049 29 90951 leaf_count=1469 260660 17452 42180 52475 62325 555 396 42 20 31 212 880 23 62 37 256 21 28 929 129 172 345 38 82 646219 232 150294 2049 29 90951 internal_value=8.27253e-06 6.49487e-05 -0.000625833 0.000105802 0.000754588 0.000596763 0.00644398 0.0112364 0.0327539 0.0546348 0.00460933 0.00880417 0.0785839 0.000496758 0.019143 -0.000222163 0.00352322 0.00545946 0.00488851 0.0100597 0.00617302 0.011482 0.0400157 0.0206697 6.03221e-05 0.000132473 0.000607711 -0.00381203 0.0097418 -0.000341529 internal_weight=1.33059e+06 1.06793e+06 59632 1.0083e+06 66052 63454 1067 671 116 74 2598 1129 43 62387 249 262660 2000 1744 1716 787 576 404 59 211 942249 798823 152604 2310 261 143426 internal_count=1330593 1067933 59632 1008301 66052 63454 1067 671 116 74 2598 1129 43 62387 249 262660 2000 1744 1716 787 576 404 59 211 942249 798823 152604 2310 261 143426 is_linear=0 shrinkage=0.05 Tree=404 num_leaves=31 num_cat=3 split_feature=39 115 29 35 87 35 84 136 136 122 16 111 38 53 35 34 116 37 39 31 23 32 11 119 4 6 136 23 30 64 split_gain=6.52683 12.378 10.6566 7.44192 6.43436 23.9668 20.0601 32.6822 16.4076 14.754 14.2219 13.3373 14.2356 12.0903 11.9146 12.1535 12.3536 12.9402 11.3571 10.8393 12.7791 12.3854 10.3706 14.9123 10.013 9.89492 9.77844 14.3534 12.8103 12.3718 threshold=7.6499998569488534 -0.50751903653144825 1018.0499877929689 9.9499998092651385 0.8887365758419038 12.34999990463257 0.88477426767349254 0 1 -0.92384436726570118 11.269999980926515 0.83502185344696056 10.050000190734865 0.21499999612569812 8.8499999046325701 10.750000000000002 0.7933231294155122 11.449999809265138 10.150000095367433 1013.3500061035157 8.1250000000000018 12.949999809265138 19.44999980926514 -0.99353402853012074 0.55000001192092907 6.4500000476837167 2 6.0450000762939462 1026.350036621094 4.5450000762939462 decision_type=2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 2 -1 -4 6 8 -2 11 -6 -9 13 12 18 -10 -11 16 17 -16 -8 20 -14 -22 26 -24 -23 -19 29 28 -28 -7 right_child=4 -3 3 -5 5 22 7 9 10 14 -12 -13 19 -15 15 -17 -18 25 -20 -21 21 24 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0084256670045413026 -1.4800915029681404e-06 0.0046561615472749734 -0.0010942673951544761 0.028471255783965307 -0.0036369810768119592 -0.0019112033842971056 0.0070858400563382695 -0.0029138422727139489 -0.0049366339356866221 -0.0074500294385509954 -0.0028561616406823052 -0.0020446965339685846 9.1965075433514705e-05 0.00019717403051255474 0.0070302314891980012 -7.8820777731597501e-05 -0.0023561516206995884 0.004065717643037964 0.026624316266354392 0.0028485969651542847 0.016764068611243195 0.036015282813459636 0.050157222410906921 0.0066482521833199333 -0.00047574251504858942 -0.011261688104466028 0.0016741409031428578 -0.00032794678656858969 0.039852147587490359 0.00030188967444131807 leaf_weight=907 1180522 433 654 22 7026 10376 595 4524 1232 494 6726 1812 7357 16588 1822 18179 714 241 85 19085 232 20 23 137 313 187 17362 16768 22 16135 leaf_count=907 1180522 433 654 22 7026 10376 595 4524 1232 494 6726 1812 7357 16588 1822 18179 714 241 85 19085 232 20 23 137 313 187 17362 16768 22 16135 internal_value=7.85891e-06 -0.00283494 -0.00488399 -0.000132076 1.21726e-05 -0.000390309 4.2255e-05 0.000969855 -0.00150803 -0.000316943 -0.000896797 0.00211044 0.00238314 -0.000157756 0.000225886 0.000405231 0.00337405 0.00519244 0.00952815 0.00220323 0.000648479 0.00789498 0.000189878 0.0129027 0.00171591 -0.00263107 0.000156348 0.000715537 0.00172246 -0.000564068 internal_weight=1.33059e+06 2016 1583 676 1.32858e+06 92395 1.23618e+06 55660 31572 26161 24546 29499 27687 17820 21637 21143 2964 2250 680 27007 7922 565 60823 160 333 428 60663 34152 17384 26511 internal_count=1330593 2016 1583 676 1328577 92395 1236182 55660 31572 26161 24546 29499 27687 17820 21637 21143 2964 2250 680 27007 7922 565 60823 160 333 428 60663 34152 17384 26511 cat_boundaries=0 1 2 3 cat_threshold=5639 3108 771 is_linear=0 shrinkage=0.05 Tree=405 num_leaves=31 num_cat=2 split_feature=60 38 28 136 64 13 52 20 53 19 28 104 60 59 99 32 11 15 32 84 38 2 36 136 31 38 109 28 32 38 split_gain=8.68141 15.1363 13.5666 15.3487 14.8915 12.7035 11.5172 19.4788 16.5144 15.6202 15.5164 28.9113 37.1788 22.4333 21.548 18.8574 19.6327 18.7043 15.9856 16.0738 19.2778 17.878 16.8574 15.356 15.2758 17.6403 26.6196 16.2492 15.2311 14.8151 threshold=0.90423935651779186 12.250000000000002 1011.2500000000001 0 30.335000038146976 2.2649999856948857 43.135000228881843 10.984999656677248 50.690000534057624 11.269999980926515 1006.4500122070314 -0.92879053950309742 0.86058020591735851 269.49974060058599 -0.93671801686286915 9.1500000953674334 5.3500001430511483 3.5449999570846562 15.449999809265138 0.70900866389274608 11.250000000000002 153.50000000000003 12.449999809265138 1 1018.0499877929689 14.750000000000002 -0.55548542737960804 1015.9500122070314 10.34999990463257 13.750000000000002 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=6 -2 4 -4 -3 -5 8 9 -1 -8 11 12 14 18 15 -11 -17 23 19 20 21 -13 -22 -12 -25 -26 -27 -28 -21 -24 right_child=1 2 3 5 -6 -7 7 -9 -10 10 17 13 -14 -15 -16 16 -18 -19 -20 28 22 -23 29 24 25 26 27 -29 -30 -31 leaf_value=-3.2387471485213572e-06 -0.0038430821215242762 0.00041993258967730571 0.0026770588647030361 0.0014078099551795844 -0.0077162282042967491 -0.0065284825369269529 -0.0015875111788128721 -0.0016232682046777706 -0.0026926839482317132 -0.012068635380516451 0.0035750167225999056 0.075128628865436281 0.0024824116949777818 -0.00017527442313580266 0.0075418897262079553 0.0087438767382868182 0.04142209654147827 -0.00027370415418275206 0.048141831795684993 -0.0093707539491897709 -0.011599804657045753 0.012757809807080776 0.044096522466482033 -0.00091768851048901288 0.0014248940313198331 0.04195929671224969 0.034196112964302298 0.0050364546103645125 0.0080780943646144212 0.0015971982675428327 leaf_weight=1254863 4000 1177 4442 1002 1077 1015 4973 7753 5734 24 8917 27 500 2774 160 59 208 16054 25 158 50 20 46 6319 7646 55 50 1074 600 37 leaf_count=1254863 4000 1177 4442 1002 1077 1015 4973 7753 5734 24 8917 27 500 2774 160 59 208 16054 25 158 50 20 46 6319 7646 55 50 1074 600 37 internal_value=3.55983e-06 -0.00129678 -0.000127813 0.0010377 -0.00346767 -0.00257315 1.61013e-05 0.000707948 -1.54721e-05 0.00107105 0.00136615 0.00408804 0.0118717 0.00210725 0.022281 0.030385 0.0342011 0.00104805 0.00868224 0.00763055 0.0210621 0.0485879 0.0113349 0.00192996 0.000958333 0.00230271 0.00799552 0.00633359 0.004441 0.025151 internal_weight=1.33084e+06 12713 8713 6459 2254 2017 1.31813e+06 57529 1.2606e+06 49776 44803 4688 951 3737 451 291 267 40115 963 938 180 47 133 24061 15144 8825 1179 1124 758 83 internal_count=1330839 12713 8713 6459 2254 2017 1318126 57529 1260597 49776 44803 4688 951 3737 451 291 267 40115 963 938 180 47 133 24061 15144 8825 1179 1124 758 83 cat_boundaries=0 1 2 cat_threshold=644 5652 is_linear=0 shrinkage=0.05 Tree=406 num_leaves=31 num_cat=2 split_feature=60 38 28 136 64 13 124 55 107 135 12 39 108 75 10 37 28 28 12 28 54 83 31 136 23 2 17 90 32 37 split_gain=7.83367 13.6617 12.245 13.8539 13.4999 11.4686 9.55712 11.2758 11.5828 9.48014 9.90772 8.89628 25.3243 16.0356 13.1001 10.1167 8.56936 37.7008 46.6782 52.7789 33.7072 28.6264 25.632 25.1221 56.8291 42.1754 25.9928 23.184 23.4636 22.9245 threshold=0.90423935651779186 12.250000000000002 1011.2500000000001 0 28.494999885559086 2.2749999761581425 0.63605400919914257 222.34500122070315 -0.94325512647628773 1018.7500000000001 2.0649999380111699 14.84999990463257 0.10160087049007417 0.88586980104446422 9.1500000953674334 15.650000095367433 1008.6499938964845 1.0000000180025095e-35 3.495000004768372 1004.9500122070314 82.675003051757827 287.67161560058599 1011.7500000000001 1 5.3250000476837167 164.50000000000003 10.405000209808351 -0.97760063409805287 7.8500001430511483 12.449999809265138 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=16 -2 4 6 9 -5 11 -8 -9 -3 -11 -4 13 -13 -14 -15 17 -1 19 21 -20 23 -21 24 -19 -26 -27 28 -25 -22 right_child=1 2 3 5 -6 -7 7 8 -10 10 -12 12 14 15 -16 -17 -18 18 20 22 29 -23 -24 27 25 26 -28 -29 -30 -31 leaf_value=-0.00018814600087366964 -0.0036509280165497333 -0.0043182167006103958 0.0031366425566968191 0.0013155295374926955 -0.0070188879499726636 -0.0062250235470448423 -0.0011137278884230505 0.0300072239956162 -0.00032746586626252307 -0.010398688357434533 0.0078086844613264681 0.01460653415559455 8.6566375758165859e-05 0.073532282042762506 0.041871166955679662 0.031304393587885677 -2.6657136979487011e-05 0.10269468015148527 -0.002165082624919666 0.0010309267572101487 0.00010614460056454257 -0.0061665198659757153 0.006251814596528571 0.051141470727012611 -0.0084038659576132595 0.066028986117906044 0.018937130269530048 0.0056996772659048921 0.013046915347310329 0.01244043634194676 leaf_weight=87203 4000 501 2037 1008 1170 1009 1800 61 65 88 495 97 302 23 20 37 1189322 21 9825 21402 809 400 2641 43 96 45 84 4856 674 705 leaf_count=87203 4000 501 2037 1008 1170 1009 1800 61 65 88 495 97 302 23 20 37 1189322 21 9825 21402 809 400 2641 43 96 45 84 4856 674 705 internal_value=3.38419e-06 -0.00123184 -0.000121269 0.000986019 -0.00329428 -0.0024445 0.00254351 -0.000101534 0.0143584 0.000725819 0.0050604 0.0045784 0.0107096 0.0271741 0.00268188 0.0474918 1.52976e-05 0.00040269 0.00164119 0.0026664 -0.00109494 0.00677208 0.00160441 0.00766148 0.0230931 0.01669 0.0353645 0.00692644 0.0153315 0.00584966 internal_weight=1.33084e+06 12713 8713 6459 2254 2017 4442 1926 126 1084 583 2516 479 157 322 60 1.31813e+06 128804 41601 30262 11339 6219 24043 5819 246 225 129 5573 717 1514 internal_count=1330839 12713 8713 6459 2254 2017 4442 1926 126 1084 583 2516 479 157 322 60 1318126 128804 41601 30262 11339 6219 24043 5819 246 225 129 5573 717 1514 cat_boundaries=0 1 2 cat_threshold=644 4097 is_linear=0 shrinkage=0.05 Tree=407 num_leaves=31 num_cat=0 split_feature=60 52 18 52 19 129 110 84 39 11 28 38 68 53 11 60 93 19 12 122 34 78 41 39 123 9 75 38 14 74 split_gain=7.34951 15.5106 16.2209 15.5163 15.9009 14.3017 23.7153 28.4147 16.0458 15.4688 39.0847 14.9277 14.7624 14.2684 13.4212 14.7638 13.1977 13.3694 12.2855 12.1466 12.4028 11.6041 16.8821 19.3084 16.1302 14.9044 13.4148 16.6109 24.1179 30.6113 threshold=0.86474883556365978 43.135000228881843 14.550000190734865 122.03499984741212 11.269999980926515 238.50000000000003 0.22579961270093921 0.78883579373359691 14.750000000000002 1.1500000357627871 1011.5499877929689 15.650000095367433 282.53755187988287 50.690000534057624 15.150000095367433 0.7659481167793275 0.58537337183952343 14.550000190734865 3.7050000429153447 -0.79332312941551197 11.650000095367433 49.655000686645515 6.9500000476837167 12.550000190734865 0.88697704672813427 24.250000000000004 0.77826568484306347 12.150000095367433 5.1050000190734872 0.79593771696090709 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 3 14 -5 8 7 -7 -4 10 12 -12 -10 21 15 -3 17 -17 -6 20 -11 -1 24 -24 25 26 27 28 -23 -30 right_child=-2 2 5 4 18 6 -8 -9 9 19 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-1.1834463017802072e-05 -0.00071936550031128114 0.0041034779694598799 -0.00069065116659731453 -0.0040447339006919611 0.034661086146598276 0.016516537423460528 0.0034481094910072774 0.083318984352517889 0.01297068540723278 0.045320826247334481 -0.0016132414218408882 0.011349517033560351 0.059924896632103208 -0.0025996880686036043 -0.0020686927780095882 0.0035867882552370113 -0.0021197612988589805 -0.0011414058054943662 0.0083279489902431461 2.7949398301420139e-05 0.0055068994979606684 0.0058933953807789787 -0.018996752929524519 0.0087603271348021365 0.040349236504906523 0.045424299715377862 -6.6572880323054713e-05 -0.000561129254650655 0.08326529345029722 0.010181662227382492 leaf_weight=1237167 34284 5899 20941 272 46 78 549 20 26 20 426 464 47 5301 2160 4648 2597 2204 1193 4321 891 2353 192 93 28 20 3368 1170 23 38 leaf_count=1237167 34284 5899 20941 272 46 78 549 20 26 20 426 464 47 5301 2160 4648 2597 2204 1193 4321 891 2353 192 93 28 20 3368 1170 23 38 internal_value=3.21498e-06 2.23217e-05 0.000915975 0.00204102 0.00690237 0.000145817 0.00749255 0.0301497 -2.93503e-05 0.00220605 0.00802974 0.00514487 0.0432015 -1.11447e-05 0.00162147 0.00214081 0.000915516 0.00206593 0.00930561 0.00113414 0.00638097 -1.18271e-07 0.00198957 -0.00993918 0.00247524 0.00232314 0.00219914 0.0043283 0.00669808 0.0377378 internal_weight=1.33084e+06 1.29656e+06 46802 19019 1511 27783 647 98 27136 6195 963 890 73 1.24975e+06 17508 15348 9449 6852 1239 5232 911 1.24445e+06 7285 285 7000 6972 6952 3584 2414 61 internal_count=1330839 1296555 46802 19019 1511 27783 647 98 27136 6195 963 890 73 1249753 17508 15348 9449 6852 1239 5232 911 1244452 7285 285 7000 6972 6952 3584 2414 61 is_linear=0 shrinkage=0.05 Tree=408 num_leaves=31 num_cat=2 split_feature=131 28 28 12 28 55 36 83 120 136 23 19 31 120 23 31 71 43 136 107 36 34 104 52 57 3 28 29 13 80 split_gain=7.00953 7.39716 32.1838 42.4302 44.2207 26.9482 27.0938 24.4838 23.8323 23.8004 52.4099 43.2206 23.6384 21.469 21.4445 20.3645 19.4252 23.2844 22.1854 25.1635 30.2545 35.7531 27.0845 26.6052 26.3652 21.0839 20.194 18.891 25.1836 26.0624 threshold=349.50000000000006 1008.6499938964845 1.0000000180025095e-35 3.3850001096725468 1004.9500122070314 8.6050000190734881 11.050000190734865 287.67161560058599 0.72534674406051647 0 5.3250000476837167 8.7100000381469744 1011.7500000000001 -0.93038213253021229 5.6649999618530282 1008.7500000000001 230.50234222412112 8.5500001907348651 1 -0.1209040805697441 11.750000000000002 12.050000190734865 -0.80384841561317433 113.14500045776369 273.51887512207037 106.50000000000001 1004.1499938964845 997.45001220703136 2.7749999761581425 273.16162109375006 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 7 6 -5 9 16 10 -4 -12 -6 -8 -15 -3 -7 18 19 22 21 -21 24 -22 -18 26 -26 -11 -29 -30 right_child=-2 15 3 5 12 8 13 -9 -10 27 11 -13 -14 14 -16 -17 17 -19 -20 20 23 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=-0.00017781546758997006 -0.0033715780504810899 -0.0016461992309233825 0.090942012642820688 -0.0081728292601922423 0.0010269290253007684 -0.0054300676899184455 -0.010589648340767642 -0.0057614343833241348 -0.014086921928182439 0.014907644257118831 0.054609057620761847 0.0078074805945553549 0.0061407077615073802 -0.015957406364056438 0.00035663762773987791 -5.5512641296760766e-06 -0.0015803683859540137 -0.011178457946363397 0.0014066392408403421 0.028657637738575371 0.0027646804916194494 0.10334243586456233 0.0017595936075836119 0.047311307606828772 0.081937959963189699 0.018748012058055593 0.017075887357904797 0.0080552527174524383 -0.00094011371596048991 0.034079069010913371 leaf_weight=87923 1537 19222 24 1743 20886 594 548 384 215 569 58 330 2534 209 5564 1180286 146 228 1803 59 152 22 934 43 28 298 21 2861 1563 55 leaf_count=87923 1537 19222 24 1743 20886 594 548 384 215 569 58 330 2534 209 5564 1180286 146 228 1803 59 152 22 934 43 28 298 21 2861 1563 55 internal_value=3.05423e-06 6.95613e-06 0.000365519 0.00150644 0.00255114 -0.00091856 -0.00265366 0.00644208 0.00216131 0.00730034 0.0187829 0.0148036 0.00158023 -0.00113177 -0.00023398 -3.18425e-05 0.00296847 0.0043045 0.00531137 0.00938204 0.0232571 0.0489424 0.00676418 0.0125878 0.0162455 0.0237457 0.0541399 0.00631346 0.00523577 0.000250279 internal_weight=1.33084e+06 1.3293e+06 129794 41871 29264 12607 8064 5844 4543 5460 412 388 23420 6321 5773 1.19951e+06 4328 3734 3506 1703 276 81 1427 195 493 347 49 5048 4479 1618 internal_count=1330839 1329302 129794 41871 29264 12607 8064 5844 4543 5460 412 388 23420 6321 5773 1199508 4328 3734 3506 1703 276 81 1427 195 493 347 49 5048 4479 1618 cat_boundaries=0 1 2 cat_threshold=4353 5908 is_linear=0 shrinkage=0.05 Tree=409 num_leaves=31 num_cat=0 split_feature=23 89 38 24 15 12 67 15 38 17 125 12 12 35 29 43 12 15 31 36 8 23 37 113 35 26 27 7 123 41 split_gain=6.68632 13.5966 13.9142 11.2166 10.4172 10.3522 14.5424 13.0968 27.3887 22.1287 15.3461 14.2142 13.489 11.9818 19.5914 10.9486 25.8941 21.944 16.4695 15.8853 27.5983 17.5967 19.1437 21.3989 15.4982 41.3471 33.8056 44.9855 14.5147 12.9103 threshold=4.7449998855590829 -0.53568330407142628 10.449999809265138 174.50000000000003 0.70499998331069957 0.78499999642372142 4.4549999237060556 0.78499999642372142 13.449999809265138 9.5450000762939471 0.04361772537231446 0.94499999284744274 1.0249999761581423 10.550000190734865 1017.3500061035157 13.050000190734865 3.3549998998641972 3.185000061988831 997.35000610351574 13.550000190734865 12.150000095367433 10.105000019073488 12.34999990463257 -0.94828754663467396 14.550000190734865 263.50000000000006 245.50000000000003 8.2500000000000018 0.46173103153705602 13.050000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 -1 6 -2 8 10 -10 -7 -11 -12 14 -8 -9 29 24 -19 20 21 22 -20 -24 25 26 -18 -28 -26 -17 right_child=5 2 -4 -5 -6 7 13 15 9 11 12 -13 -14 -15 -16 16 17 18 19 -21 -22 -23 23 -25 28 -27 27 -29 -30 -31 leaf_value=-0.0013688297542067199 -0.00078685819354666262 0.025248128579786106 -8.4091541368434651e-05 0.0039854096799613768 0.0026202704583205773 0.0019780006294989856 0.068299832344055178 -6.2803629974947874e-05 -0.0020276548197982239 0.00054608701839933263 0.0046755171584330025 0.0043349719829515266 0.013347184265256343 0.0043998549607381027 0.011036617310828199 0.0015307899179796448 0.0035584780357211182 -0.033086023423256297 -0.010221550208065779 0.00076725479713260242 -0.006816163958879868 -0.00059526576206269787 0.046681774922055067 0.013873679155173402 0.0086346546776603986 0.010593202594158982 0.025390729913488033 0.12342412292957305 -0.012922543425917289 8.2306544349685358e-05 leaf_weight=1938 52417 65 37286 1355 10523 1899 20 1081482 6100 8258 1046 3535 785 444 59 18131 23 33 31 2336 149 82 111 90 693 303 22 25 88 101510 leaf_count=1938 52417 65 37286 1355 10523 1899 20 1081482 6100 8258 1046 3535 785 444 59 18131 23 33 31 2336 149 82 111 90 693 303 22 25 88 101510 internal_value=2.90204e-06 0.000563376 0.000100913 0.0049587 0.00199986 -1.95082e-05 -0.000704081 1.00348e-05 0.00122968 0.000417203 0.00512717 0.00168182 0.0083933 0.00759215 0.0255336 -1.18491e-05 0.000433899 0.00439837 0.00203019 0.0024442 0.010905 0.0193141 0.026351 0.0319916 0.0102101 0.0185946 0.0532292 0.0775362 0.00620567 0.000301817 internal_weight=1.33084e+06 51167 38706 1420 12461 1.27967e+06 52940 1.22673e+06 21623 17893 3730 11793 1831 523 79 1.20511e+06 123627 3986 2832 2799 463 314 232 201 1154 373 70 47 781 119641 internal_count=1330839 51167 38706 1420 12461 1279672 52940 1226732 21623 17893 3730 11793 1831 523 79 1205109 123627 3986 2832 2799 463 314 232 201 1154 373 70 47 781 119641 is_linear=0 shrinkage=0.05 Tree=410 num_leaves=31 num_cat=4 split_feature=80 64 15 1 5 11 136 30 122 0 116 127 4 136 7 0 136 9 16 6 16 102 75 36 32 20 136 29 83 4 split_gain=6.84103 9.55667 11.0054 10.7425 15.6109 8.72341 8.20585 8.73849 7.15231 27.7653 28.0096 33.9801 31.4218 34.2898 32.9386 23.6776 23.4401 21.9807 19.5086 19.3636 18.2934 16.5033 15.9614 15.8873 16.5377 15.661 45.5997 36.0056 43.5369 21.2266 threshold=342.05439758300787 1.5249999761581423 1.1649999618530276 35.500000000000007 13.650000095367433 12.34999990463257 0 1026.049987792969 -0.55191597342491139 224.50000000000003 0.14780378341674807 -0.35019405186176294 4.9500000476837167 1 8.5500001907348651 321.50000000000006 2 11.150000095367433 6.4600000381469735 9.0500001907348651 20.524999618530277 0.70762616395950328 0.69722285866737377 10.650000095367433 13.250000000000002 5.2449998855590829 3 1021.2500000000001 213.79090881347659 9.0500001907348651 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=8 2 -2 4 6 -4 -3 -8 15 10 25 12 14 20 19 18 21 -18 -1 -12 22 -13 -14 -15 -25 26 27 28 29 -10 right_child=1 3 5 -5 -6 -7 7 -9 9 -11 11 16 13 23 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00093479081318312827 0.00076583498187850609 -0.0048727504822652619 -0.01145593204093099 -0.0019341229467307462 -0.035251870141709572 0.0019478496940706501 0.0058252030179722896 -0.0054510749226711619 0.012133705052506553 0.00046579180014255975 -0.00089714248542262546 0.001088578543530496 -0.0033947081772114172 -0.0037727292690568856 0.006751904118878777 -0.00070774215521564765 -0.0005298504018950563 -0.0039427466527400422 0.00015466583277593178 0.012636274770138562 0.020892709217683585 -0.00022903727018933385 -0.0069770768588353019 0.0012542888247074721 -0.0029337542290977076 0.00019305545795893827 0.00060772504518054034 -0.0084744317592437366 0.0041970545728040494 0.027316741646551981 leaf_weight=45636 454 273 655 4985 27 149 1392 196 577 311657 41549 46431 9639 3819 1491 134778 77397 5024 412596 266 71 48681 4590 7670 3403 153246 11981 295 1320 383 leaf_count=45636 454 273 655 4985 27 149 1392 196 577 311657 41549 46431 9639 3819 1491 134778 77397 5024 412596 266 71 48681 4590 7670 3403 153246 11981 295 1320 383 internal_value=-5.10497e-06 -0.00145097 -0.00545764 -0.000717608 0.00249443 -0.0089719 0.00304207 0.00440568 3.7845e-06 0.000108622 -0.000157787 -0.000493157 -0.0014053 -0.00267314 -0.000550664 -0.000125181 -0.000120671 -0.000737795 4.61652e-05 -0.000811052 -0.00442089 0.000414142 -0.00455031 -0.000991224 -3.27978e-05 0.000341926 0.00190924 0.00793177 0.0100893 0.0181911 internal_weight=1.33063e+06 8131 1258 6873 1888 804 1861 1588 1.3225e+06 729490 417833 250031 72498 29192 43306 593010 177533 82421 458232 41815 14300 95112 14229 14892 11073 167802 14556 2575 2280 960 internal_count=1330631 8131 1258 6873 1888 804 1861 1588 1322500 729490 417833 250031 72498 29192 43306 593010 177533 82421 458232 41815 14300 95112 14229 14892 11073 167802 14556 2575 2280 960 cat_boundaries=0 1 2 3 4 cat_threshold=1794 793 3484 1350 is_linear=0 shrinkage=0.05 Tree=411 num_leaves=31 num_cat=2 split_feature=12 14 136 7 127 37 116 38 32 24 81 40 39 106 23 135 55 127 22 107 4 8 136 7 29 6 70 33 28 24 split_gain=6.52499 6.48888 30.2897 28.4218 17.8441 19.1231 16.176 24.5092 23.9239 22.3581 27.1012 22.4965 27.3657 30.1137 22.6734 21.5207 30.0681 21.2588 40.2089 35.4725 39.8152 24.9638 21.1958 20.615 24.508 20.5718 20.149 19.9055 19.5106 34.6163 threshold=0.51499998569488536 2.185000061988831 0 11.34999990463257 -0.97988739609718312 13.550000190734865 -0.73724925518035878 14.650000095367433 13.84999990463257 278.50000000000006 280.61531066894537 11.449999809265138 13.550000190734865 -0.47953192889690394 5.7850000858306894 1023.1499938964845 33.104999542236335 -0.13052122294902799 7.6349999904632577 -0.87073668837547291 5.6499998569488534 7.9500000476837167 1 8.7500000000000018 1010.8500061035157 15.050000190734865 268.76560974121099 13.150000095367433 997.54998779296886 167.50000000000003 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=-1 3 -3 -2 5 -5 7 8 -4 10 11 12 13 15 -15 26 -17 18 19 22 -21 23 -11 -20 -25 -23 -8 -13 29 -16 right_child=1 2 6 4 -6 -7 9 -9 -10 17 -12 27 -14 14 28 16 -18 -19 21 20 -22 25 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0017299370281062432 4.7774840909184781e-05 -0.0028474053293347443 -0.0019373827633003403 0.011165280259205271 0.0022953454431530987 0.056085840206859375 -0.0035299952298472681 -0.0083804880629311535 0.0056215460612636771 0.002513992980689841 -0.0018008054713802464 -0.0066568802658818387 0.0042972679600398111 -0.0052928442040692542 0.072902704048901798 0.062138571846298875 0.0017637978372131956 -1.6722243913510622e-05 -0.0013242093212438317 0.0035562961093087218 -0.0024193738756410838 -0.0036606669856127415 0.011377581109375213 -0.0058273228309097536 0.0073045664865885058 0.017755113466719034 0.00081170349581910755 0.00032990027397198398 0.0019630421948247287 0.0067343807196818045 leaf_weight=5459 872600 10190 9592 154 11373 28 5255 1300 1175 1618 8026 1526 8167 1008 20 32 58 305319 26189 4688 6876 14668 1171 472 1437 113 5437 3071 21919 1690 leaf_count=5459 872600 10190 9592 154 11373 28 5255 1300 1175 1618 8026 1526 8167 1008 20 32 58 305319 26189 4688 6876 14668 1171 472 1437 113 5437 3071 21919 1690 internal_value=-4.85133e-06 2.2551e-06 -0.000154404 8.03967e-05 0.0025439 0.0180761 -9.06403e-05 -0.00189547 -0.00111248 -3.86343e-05 0.000889234 0.00133732 0.00168819 0.00108658 0.00205106 -0.00111725 0.0232304 -0.000182489 -0.00106681 0.00122386 3.13917e-06 -0.00183358 0.0062853 -0.000958558 0.00405771 -0.00349694 -0.00132219 -0.0019894 0.00236434 0.00750828 internal_weight=1.33063e+06 1.32517e+06 441017 884155 11555 182 430827 12067 10767 418760 56209 48183 43586 35419 24637 10782 90 362551 57232 14353 11564 42879 2789 28098 1909 14781 10692 4597 23629 1710 internal_count=1330631 1325172 441017 884155 11555 182 430827 12067 10767 418760 56209 48183 43586 35419 24637 10782 90 362551 57232 14353 11564 42879 2789 28098 1909 14781 10692 4597 23629 1710 cat_boundaries=0 1 2 cat_threshold=2080 1232 is_linear=0 shrinkage=0.05 Tree=412 num_leaves=31 num_cat=2 split_feature=52 53 107 39 31 136 134 22 84 78 39 22 2 16 12 66 38 86 106 76 136 120 22 0 135 83 88 55 66 27 split_gain=6.70686 18.5073 17.9994 20.3766 22.6669 20.8219 27.0374 16.4672 16.2375 32.9911 21.2627 20.4044 15.4028 14.8484 14.3725 22.4226 17.327 25.0731 22.5579 13.4303 13.1341 18.081 20.0267 16.2567 13.3408 12.923 12.4273 12.3442 15.0421 13.3477 threshold=63.449998855590827 50.690000534057624 -0.60873299837112416 14.150000095367433 1025.7500000000002 0 1006.6000061035157 9.4349999427795428 0.74592193961143505 26.73499965667725 10.949999809265138 7.7149999141693124 317.50000000000006 15.405000209808351 4.0050001144409189 58.539999008178718 12.449999809265138 0.7480834722518922 -0.81847089529037464 38.565000534057624 1 -0.77159520983695973 9.9349999427795428 249.50000000000003 1017.0499877929689 277.69174194335943 -0.56846824288368214 65.284999847412124 49.43499946594239 285.50000000000006 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 20 6 -2 8 9 -7 -11 -12 -13 25 -9 -16 26 18 19 -18 21 22 23 -5 27 -6 -17 -23 -29 -30 right_child=2 -3 -4 4 13 7 -8 14 -10 10 11 12 -14 -15 15 16 17 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-1.468888027894505e-06 -0.001941021808576288 -0.0015913745893708243 -0.0014692373264297454 0.05076578374020755 0.058551344681090037 0.0025593444940267772 -0.029437307135846753 0.0014102189567267486 0.001791591393129768 0.0022869956681236931 0.06444779268776378 0.017790220190936422 0.056026367159512147 0.0027662153416313233 -0.00567550344766116 -0.0028481581508969429 0.01883386083588804 -0.0025056491991268266 -0.012984731421204074 0.053543229965913687 0.00044494492782830682 0.0064600607117313111 0.0046499261201677555 0.016719564984074602 -0.022740820392358061 0.017834196490002795 0.031499505125814016 -0.00075366194952783362 -0.0036889229202484866 0.012087740050475604 leaf_weight=1272146 5098 18571 8108 40 38 1034 91 6359 5418 146 30 287 29 50 2279 1068 276 296 53 31 3521 2018 454 284 49 40 27 2112 184 494 leaf_count=1272146 5098 18571 8108 40 38 1034 91 6359 5418 146 30 287 29 50 2279 1068 276 296 53 31 3521 2018 454 284 49 40 27 2112 184 494 internal_value=-4.60461e-06 -2.43447e-05 0.000633738 0.00116983 0.00314097 0.000357289 -0.00241857 0.00118901 0.00307475 0.00763057 0.0182884 0.0250404 0.0212992 0.0240362 -7.02776e-05 -0.00240638 0.00184853 0.00827458 0.0171383 0.0223387 0.00284885 0.00434243 0.0114268 0.0209228 0.00321658 0.0376708 -0.00200123 0.00348113 0.00132647 0.00780617 internal_weight=1.33063e+06 1.29072e+06 39914 31806 9284 22522 5189 17333 6944 1526 492 346 316 128 10389 4030 1751 656 360 307 9156 5635 778 324 4857 78 1095 4808 2790 678 internal_count=1330631 1290717 39914 31806 9284 22522 5189 17333 6944 1526 492 346 316 128 10389 4030 1751 656 360 307 9156 5635 778 324 4857 78 1095 4808 2790 678 cat_boundaries=0 1 2 cat_threshold=3075 4803 is_linear=0 shrinkage=0.05 Tree=413 num_leaves=31 num_cat=1 split_feature=80 55 15 39 39 7 55 32 76 37 28 22 86 43 2 40 43 30 43 30 17 3 7 125 8 15 136 3 43 111 split_gain=6.16673 9.58418 12.836 10.8874 9.32626 9.70191 8.83373 11.2978 11.3785 9.42909 13.4685 9.0786 8.50967 8.47602 10.3478 9.28466 15.144 8.20667 8.18992 8.40921 7.40987 7.51015 8.58838 7.39474 22.4394 31.0844 19.5226 22.4795 17.3334 16.969 threshold=336.66778564453131 12.765000343322756 2.8249999284744267 8.9499998092651385 11.34999990463257 8.1500000953674334 5.6949999332427987 9.9499998092651385 28.925000190734867 11.550000190734865 1013.2500000000001 5.8350000381469735 0.82305243611335765 10.34999990463257 336.50000000000006 6.3500001430511483 4.9500000476837167 1020.7500000000001 8.4499998092651385 1021.9500122070314 6.0650000572204599 17.500000000000004 11.949999809265138 0.87032255530357372 8.6500000953674334 1.075000047683716 0 266.50000000000006 10.050000190734865 -0.49154707789421076 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=23 2 3 -2 5 -3 7 8 -5 10 -8 17 -6 15 -15 16 -4 -12 19 -7 -9 -22 -23 -1 -25 -26 29 28 -28 -27 right_child=1 4 13 6 12 18 9 20 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 24 25 26 27 -29 -30 -31 leaf_value=-4.9510069700445358e-05 -0.012283752208429685 0.0046573941084819184 0.0028864311771659898 -0.0057704659300736724 -0.0024188025151541141 -0.0012822406729487775 0.035685763432688658 0.0038067286364987791 -0.027351960235142282 -0.00014399086965847976 0.0057132813755584808 0.0032281831808432708 -0.0099918205896190465 -0.010483222373594078 0.018057988963463636 -0.0073519884508310099 0.042132780902087691 0.047951393023781153 0.018422136688604953 -0.015228427548224675 0.0016311547442455776 -0.003177235672474132 0.0042353651551072808 -7.7954238198144998e-05 0.0076639331234704044 0.017104971728520074 -0.0032229503183714998 0.00066133827080817474 0.0064761499997562227 0.0019007414509445493 leaf_weight=1076246 217 513 1463 479 709 262 42 700 70 910 23 356 778 39 171 225 25 23 34 184 1389 4491 428 162561 1688 185 5992 47097 499 22832 leaf_count=1076246 217 513 1463 479 709 262 42 700 70 910 23 356 778 39 171 225 25 23 34 184 1389 4491 428 162561 1688 185 5992 47097 499 22832 internal_value=-4.37421e-06 -0.00106635 -0.000435958 -0.0012181 -0.00387538 -0.000123245 -0.00094863 -0.001615 -0.0085222 0.00277053 0.00874397 0.00592916 -0.00638101 0.00327667 0.0127575 0.0021144 0.00354581 0.0268323 -0.00523255 -0.00703582 -0.00107389 -0.0016155 -0.00253227 6.53577e-06 0.000256974 0.000952392 0.000804502 0.000281106 -0.00247733 0.00202207 internal_weight=1.33063e+06 13531 11051 9128 2480 993 8911 7557 549 1354 444 402 1487 1923 210 1713 1488 46 480 446 7008 6308 4919 1.3171e+06 240854 78293 76605 53588 6491 23017 internal_count=1330631 13531 11051 9128 2480 993 8911 7557 549 1354 444 402 1487 1923 210 1713 1488 46 480 446 7008 6308 4919 1317100 240854 78293 76605 53588 6491 23017 cat_boundaries=0 1 cat_threshold=340 is_linear=0 shrinkage=0.05 Tree=414 num_leaves=31 num_cat=1 split_feature=52 54 64 85 18 31 84 79 78 126 12 135 39 134 75 19 93 28 75 31 102 66 52 38 110 136 66 20 12 12 split_gain=6.07239 17.3531 23.8436 15.886 15.6067 19.7715 21.6515 18.8127 22.4837 22.7395 17.924 20.6769 17.835 16.2992 15.936 16.8326 20.0315 15.2303 15.0694 14.3185 17.7184 14.3116 15.5918 17.8951 15.3743 14.1708 13.8605 13.0363 13.4266 13.044 threshold=63.449998855590827 50.30999946594239 60.534999847412116 0.82313889265060436 14.550000190734865 1012.3500061035157 0.72210389375686657 43.924999237060554 22.765000343322757 -0.061046212911605828 4.0450000762939462 1019.0499877929689 9.6500000953674334 1025.2500000000002 0.58915531635284435 14.550000190734865 0.44251267611980444 1005.5499877929689 0.79189148545265209 1026.6499633789065 0.13502216339111331 56.225000381469734 122.03499984741212 12.449999809265138 0.61106672883033764 0 113.40000152587892 8.7750000953674334 2.5949999094009404 3.3549998998641972 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 -1 27 -4 5 6 7 8 -2 26 11 -6 -12 21 -7 16 17 -16 -9 -19 -21 25 -23 -24 -25 -14 -10 29 -29 -3 right_child=4 2 3 -5 10 14 -8 18 9 -11 12 -13 13 -15 15 -17 -18 19 -20 20 -22 22 23 24 -26 -27 -28 28 -30 -31 leaf_value=1.5002569114276523e-06 -0.001252891170532586 0.0014916453284734964 -0.010344936321481575 -0.0014574004744132584 0.00046524993139889425 -0.0082407395506703483 -0.00318771141477675 0.0056192662716108626 0.0022090192026406686 0.026342448407090487 -0.018001998169140991 0.0088885984764699617 -0.0093314187148779999 -0.025465249243966294 0.045554649312463072 0.00052669172138424653 0.0024488495528287757 0.0068371278055670412 -0.016927592469559563 0.040765981263363033 0.0097494251310482338 -0.0056116349943540998 -0.0012609092389638803 0.0093901602160556246 -0.0089249747804387887 -0.0019052108801030491 0.038565531848319651 0.00047510758183480403 -0.0034740251864754409 -0.0023045977023657504 leaf_weight=1268182 364 7387 1173 880 16594 292 2955 142 273 239 169 762 729 71 27 2955 3270 2628 155 71 131 625 1130 1093 128 5082 29 3182 6651 3262 leaf_count=1268182 364 7387 1173 880 16594 292 2955 142 273 239 169 762 729 71 27 2955 3270 2628 155 71 131 625 1130 1093 128 5082 29 3182 6651 3262 internal_value=-4.1555e-06 -2.29386e-05 -0.00139826 -0.00653537 0.000603243 0.00198382 -0.000886282 0.00477156 0.00835498 0.0148194 -0.00010481 0.00083507 -0.00191189 -0.00160491 0.0032566 0.00362625 0.00512114 0.00817974 -0.00614761 0.00782316 0.0206513 -0.00141212 0.00140758 0.00327359 0.00747015 -0.00285618 0.00570021 -0.000883349 -0.00219607 0.000328781 internal_weight=1.33063e+06 1.29072e+06 22535 2053 39914 13531 4157 1202 905 541 26383 17356 9027 8858 9374 9082 6127 2857 297 2830 202 8787 2976 2351 1221 5811 302 20482 9833 10649 internal_count=1330631 1290717 22535 2053 39914 13531 4157 1202 905 541 26383 17356 9027 8858 9374 9082 6127 2857 297 2830 202 8787 2976 2351 1221 5811 302 20482 9833 10649 cat_boundaries=0 1 cat_threshold=6244 is_linear=0 shrinkage=0.05 Tree=415 num_leaves=31 num_cat=1 split_feature=135 22 64 134 52 18 6 29 54 136 124 111 104 20 23 100 107 92 110 35 10 132 24 75 14 36 8 37 60 12 split_gain=8.44301 16.1404 10.7943 10.0325 7.04436 24.1485 25.5617 23.1365 20.1473 19.5085 25.6529 18.9255 18.4125 18.346 24.7554 25.8003 22.37 21.1945 20.3482 18.3452 18.1901 17.8362 25.4616 22.0395 17.7601 17.0951 16.1972 15.915 15.753 18.6031 threshold=1028.350036621094 8.2750000953674334 40.344999313354499 1026.9500122070315 9.2349996566772479 12.699999809265138 11.750000000000002 1026.850036621094 7.1949999332427987 0 -0.66259482502937306 0.30893568694591528 -0.46647249162197107 7.9749999046325692 9.0050001144409197 0.61653739213943493 1.0000000180025095e-35 0.4984323531389237 -0.54993054270744313 12.550000190734865 4.8500001430511483 1021.9500122070314 277.50000000000006 0.87473762035369884 2.7649999856948857 12.550000190734865 5.7500000000000009 19.849999427795414 0.62879812717437755 4.555000066757203 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 8 6 7 21 -1 -9 -11 -12 13 14 16 18 17 -7 -16 -14 -17 28 23 -23 25 -24 -21 -19 -6 -30 right_child=1 2 -4 -5 5 12 -8 9 -10 10 11 -13 19 -15 15 20 -18 27 -20 26 -22 22 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-1.6020940128234256e-05 -0.0037780531579091289 0.022933565225384589 -0.014492731202732435 -0.0079925313290577331 0.0022060497079717479 -0.00036863814552600462 -0.0015575046375063866 0.0034581379700639198 -0.00098253338322124083 0.052508889451079691 0.031358383173122999 0.007098581395878616 -0.00010112158749676342 -0.00032202645126606135 0.012622629335278171 0.027109360499607937 0.012582240623321073 0.0018238111135774353 0.001546081644122368 0.00035163571881728287 0.0083129899042721743 0.0077593534219044238 -0.0010089902314715661 0.06909887476358563 -0.0032528681827470683 0.024559863096510526 -0.0053154775633954092 0.020114068063752107 0.00029060528614500953 0.0071352469979183031 leaf_weight=1035768 156 155 22 394 21268 32640 8354 1314 56880 42 100 410 7075 102516 451 155 375 13389 5141 1724 759 27 104 32 251 176 4693 120 34642 1022 leaf_count=1035768 156 155 22 394 21268 32640 8354 1314 56880 42 100 410 7075 102516 451 155 375 13389 5141 1724 759 27 104 32 251 176 4693 120 34642 1022 internal_value=-1.3127e-05 0.00794741 0.0182817 -1.51204e-05 -1.27562e-05 0.000234488 0.00103213 0.0013964 -6.63347e-05 0.00687578 0.0146826 0.0118554 -8.51655e-05 6.85234e-05 0.000823523 0.00371238 0.00041954 0.000320708 0.00243942 -0.00185701 0.0115006 0.00121865 0.00986745 0.0410282 0.00640514 0.0150629 -0.00379294 0.00198628 0.00112902 0.000486748 internal_weight=1.33016e+06 333 177 1.32982e+06 1.32943e+06 236780 67742 59388 1.09265e+06 1866 552 510 169038 155546 53030 6506 46524 46149 5592 13492 914 57522 590 59 531 280 6417 13509 56932 35664 internal_count=1330155 333 177 1329822 1329428 236780 67742 59388 1092648 1866 552 510 169038 155546 53030 6506 46524 46149 5592 13492 914 57522 590 59 531 280 6417 13509 56932 35664 cat_boundaries=0 1 cat_threshold=209 is_linear=0 shrinkage=0.05 Tree=416 num_leaves=31 num_cat=2 split_feature=135 22 14 79 134 20 23 15 92 78 71 63 60 67 65 135 132 136 29 40 16 33 38 136 102 17 25 7 62 102 split_gain=7.61981 14.5667 9.31573 11.245 9.05433 6.81605 15.4762 8.35385 8.13112 7.65087 7.03299 6.92243 14.7219 13.6035 19.6417 18.084 39.239 16.8359 15.3006 15.5586 14.8968 21.5542 17.0463 17.4415 24.9572 13.6281 13.5519 13.34 15.7746 13.0681 threshold=1028.350036621094 8.2750000953674334 3.3449999094009404 12.675000190734865 1026.9500122070315 13.114999771118166 11.034999847412111 2.9050000905990605 0.2741722315549851 6.1849999427795419 284.33972167968756 0.73923647403717052 0.65396624803543102 16.945000648498539 32.625000000000007 1020.9500122070314 1017.0499877929689 0 1027.049987792969 10.550000190734865 13.344999790191652 10.550000190734865 10.550000190734865 1 0.049946036189794547 15.405000209808351 247.50000000000003 11.550000190734865 0.86470502614974987 0.025763335637748245 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 left_child=4 -2 -3 -4 5 11 7 -7 -9 -8 -10 -1 -13 15 -15 17 -17 -14 19 20 21 29 -22 24 26 -23 -24 -26 -29 -16 right_child=1 2 3 -5 -6 6 9 8 10 -11 -12 12 13 14 18 16 -18 -19 -20 -21 22 25 23 -25 27 -27 -28 28 -30 -31 leaf_value=-4.5985641073267077e-05 -0.0035891505001554602 0.027203709550895822 -0.0096994777414947751 0.031370595414191481 -0.0075929047540568883 -0.00014198523735779571 -0.0055811851193753037 -0.011309736082330346 0.024409583911887911 -0.020990032695324817 -0.0082125433068722491 0.0014107604953337407 -0.0025417845781015667 0.0013482733643319193 -0.0066377656153810806 0.076051564924418932 0.0050976152058990363 -0.00019284029587033434 0.0047746893161190809 -0.010470737818936218 -0.0054949733475647324 -0.0028662140875839941 0.010658338284006389 0.00028641467847137194 0.0075956454998142818 0.012829263624069945 -0.0035819409939059259 0.012452284641865943 0.052805565686948192 0.0021004268209621024 leaf_weight=1191649 156 102 50 25 394 915 1088 28 95 87 20 25609 10139 34700 473 20 757 30740 1397 392 1043 11395 205 11595 1444 140 903 74 36 4484 leaf_count=1191649 156 102 50 25 394 915 1088 28 95 87 20 25609 10139 34700 473 20 757 30740 1397 392 1043 11395 205 11595 1444 140 903 74 36 4484 internal_value=-1.24694e-05 0.00755004 0.0173676 0.00399055 -1.43631e-05 -1.21171e-05 -0.00277223 0.00161443 0.0128531 -0.0067221 0.0187362 -7.4732e-06 0.000331108 7.96109e-05 0.000514033 -0.000632478 0.00692397 -0.000776105 -0.000348007 -0.000570366 -0.000448293 -0.00149077 0.000675401 0.00112681 0.00476836 -0.00267572 -0.000947232 0.00887425 0.0256588 0.00126662 internal_weight=1.33016e+06 333 177 75 1.32982e+06 1.32943e+06 2233 1058 143 1175 115 1.3272e+06 135546 109937 68281 41656 777 40879 33581 32184 31792 16492 15300 14257 2662 11535 1108 1554 110 4957 internal_count=1330155 333 177 75 1329822 1329428 2233 1058 143 1175 115 1327195 135546 109937 68281 41656 777 40879 33581 32184 31792 16492 15300 14257 2662 11535 1108 1554 110 4957 cat_boundaries=0 1 2 cat_threshold=4373 144 is_linear=0 shrinkage=0.05 Tree=417 num_leaves=31 num_cat=0 split_feature=135 22 132 107 63 12 90 14 79 52 60 54 52 28 112 35 35 75 60 14 55 71 77 18 29 100 71 19 132 55 split_gain=6.87688 13.1538 8.19636 15.4791 15.4841 11.3378 7.94164 7.88807 10.1486 6.65872 20.414 16.2668 20.8367 14.4432 17.3172 16.9453 14.4448 13.4038 12.8249 12.6736 13.4786 13.6964 13.688 12.6671 23.2312 22.4076 25.0516 21.5313 19.7342 22.7061 threshold=1028.350036621094 8.1949996948242205 1026.850036621094 -0.85191139578819264 0.82775717973709118 3.054999947547913 -0.95327726006507862 3.3449999094009404 12.675000190734865 21.57499980926514 0.6443222463130952 12.265000343322756 9.2349996566772479 1026.049987792969 -0.77159520983695973 11.150000095367433 14.250000000000002 0.54608368873596203 0.53376275300979625 1.6349999904632571 0.14500000327825549 209.98901367187503 32.885000228881843 13.344999790191652 1030.1499633789065 0.19682132452726367 285.97178649902349 11.775000095367433 1014.9500122070314 37.034999847412116 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 9 4 6 -5 -4 -3 -9 11 13 12 -1 16 -15 -16 -11 -12 -17 -19 -21 22 -22 24 25 28 -27 -25 -23 -30 right_child=1 7 3 5 -6 -7 -8 8 -10 10 17 -13 -14 14 15 18 -18 19 -20 20 21 23 -24 27 -26 26 -28 -29 29 -31 leaf_value=-4.484437532115845e-05 -0.0037373808784632399 0.024938989698856408 0.051174689964814626 -0.0068347298349531521 -0.0051718109822140477 -0.027686579341209064 0.011894759445661499 -0.0092145040170289582 0.029802066542208197 0.0007684150057467781 -0.0023615383317174433 -0.00075971333872246411 0.0010461206222286195 0.0051459887911894688 0.0043545453316148593 0.069267569709983143 0.0040599757234555788 0.0040628596503397328 0.025678817547029921 0.029515883450706798 -0.00024677414009573699 0.0027240108401698163 -0.016084957371662875 -0.0031771475718769594 0.017464922906178543 -0.0030646055593691063 0.00091919570288473266 3.753341703605297e-05 0.028667089751175379 0.0023518568029610477 leaf_weight=1078066 151 107 22 218 101 93 31 50 25 12322 5346 75291 45619 433 51 27 4569 2086 45 39 287 7090 260 5654 212 4881 20605 66146 161 167 leaf_count=1078066 151 107 22 218 101 93 31 50 25 12322 5346 75291 45619 433 51 27 4569 2086 45 39 287 7090 260 5654 212 4881 20605 66146 161 167 internal_value=-1.18468e-05 0.00717253 -1.36459e-05 -0.00665074 0.00631317 -0.0130702 0.0281996 0.0162242 0.00379102 -1.13243e-05 0.000328022 -4.8226e-05 -5.53731e-07 0.00191979 0.00984904 0.0264053 0.00165878 8.21125e-05 0.0420246 0.000203536 0.000127229 0.000116361 -0.00777498 0.000157505 0.000966471 0.000860172 0.00015623 -0.000215612 0.0032787 0.0152688 internal_weight=1.33016e+06 333 1.32982e+06 465 154 311 53 182 75 1.32936e+06 130381 1.19898e+06 1.12368e+06 17447 556 123 16891 112934 72 107588 105502 105463 547 104916 33116 32904 25486 71800 7418 328 internal_count=1330155 333 1329822 465 154 311 53 182 75 1329357 130381 1198976 1123685 17447 556 123 16891 112934 72 107588 105502 105463 547 104916 33116 32904 25486 71800 7418 328 is_linear=0 shrinkage=0.05 Tree=418 num_leaves=31 num_cat=1 split_feature=52 60 74 58 136 31 55 110 35 72 32 61 65 18 26 14 119 85 29 67 69 78 35 71 65 104 126 116 63 64 split_gain=6.43747 18.1043 16.0829 18.0078 15.6931 14.1781 21.7935 38.2435 14.4745 13.6163 16.734 13.8986 13.5587 26.7386 14.5701 25.6479 43.5158 28.9905 17.6401 12.8387 16.6505 12.225 12.5363 11.8246 12.5787 14.3923 13.5691 12.6465 11.8144 11.6073 threshold=28.494999885559086 0.77461454272270214 0.82482957839965831 257.54660034179693 0 1025.049987792969 39.225000381469734 0.061391556635499007 12.84999990463257 0.61276260018348705 16.250000000000004 0.59829530119895946 32.045000076293952 11.269999980926515 227.50000000000003 4.1349999904632577 -0.026175950653851029 0.71430993080139171 1005.9500122070314 25.32499980926514 221.06819152832034 9.0850000381469744 9.3499999046325701 290.77105712890631 67.344997406005874 1.0000000180025095e-35 -0.8703225553035735 -0.94828754663467396 0.93774989247322094 32.475000381469734 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 9 -3 -4 -5 29 7 8 -7 10 -2 -11 -1 14 15 -14 17 -17 -18 20 -19 -16 -23 24 25 -15 -27 -26 -25 -6 right_child=1 2 3 4 5 6 -8 -9 -10 11 -12 -13 13 23 21 16 18 19 -20 -21 -22 22 -24 28 27 26 -28 -29 -30 -31 leaf_value=-1.2783450130356611e-05 -0.0026712758224437107 -0.001419716801930938 -0.0067251152467030229 0.0013367997197913126 0.00037092608379240584 0.024998051772958468 -0.0001235710868103026 0.0076861852163196452 0.074223904951941228 0.0036260794284909623 0.0096768640647911866 0.0010367636139125647 0.0012899843324151736 -0.0032797842448461902 -0.0057163369944581363 0.05403635212530692 0.074378565542007752 0.0040425292014614825 0.026807191830594091 -0.009518461062985123 0.049804866291582588 -0.0042491961132865141 0.00075125819174295624 -0.0013694816373047507 0.029712727647274735 0.044105950304337088 0.00071031416571417521 -0.010535844296983031 0.02144445094296284 -0.0022668447477774858 leaf_weight=1188554 3460 18263 880 23989 8101 28 743 314 32 6208 298 31374 976 6849 879 30 38 97 40 122 25 1367 15083 12850 20 31 43 808 57 8596 leaf_count=1188554 3460 18263 880 23989 8101 28 743 314 32 6208 298 31374 976 6849 879 30 38 97 40 122 25 1367 15083 12850 20 31 43 808 57 8596 internal_value=-1.12545e-05 0.00036985 -0.000178005 0.000353293 0.000502301 -0.000621867 0.00483148 0.0146753 0.0512518 0.00117753 -0.0016921 0.00146448 -4.30019e-05 -0.000956554 0.000415538 0.00546294 0.0170334 0.0076536 0.049983 0.0019508 0.0134201 2.87331e-05 0.000335719 -0.00219574 -0.0037394 -0.00304282 0.0188896 -0.00956366 -0.00126873 -0.000987059 internal_weight=1.33016e+06 102286 60946 42683 41803 17814 1117 374 60 41340 3758 37582 1.22787e+06 39315 18657 1328 352 274 78 244 122 17329 16450 20658 7751 6923 74 828 12907 16697 internal_count=1330155 102286 60946 42683 41803 17814 1117 374 60 41340 3758 37582 1227869 39315 18657 1328 352 274 78 244 122 17329 16450 20658 7751 6923 74 828 12907 16697 cat_boundaries=0 1 cat_threshold=4788 is_linear=0 shrinkage=0.05 Tree=419 num_leaves=31 num_cat=3 split_feature=33 39 35 7 111 127 136 40 31 14 52 31 126 17 15 23 86 20 37 116 16 31 29 77 29 122 10 136 136 7 split_gain=6.45089 26.4401 21.2231 19.0523 36.3273 19.0624 23.2433 20.0944 16.9671 14.5211 14.0533 21.215 24.3238 19.8969 19.697 19.3589 18.239 15.0462 14.9737 13.575 21.8273 13.8234 13.0647 15.6601 13.8916 16.7089 16.1353 14.7033 13.3844 23.4456 threshold=14.84999990463257 13.650000095367433 14.250000000000002 7.2500000000000009 0.28823450207710272 -0.38266885280609125 0 13.150000095367433 1001.8500061035157 4.5650000572204599 29.195000648498539 1016.2500000000001 0.64942333102226268 15.405000209808351 2.2549999952316289 9.6949996948242205 0.7480834722518922 10.72499990463257 18.050000190734867 -0.35019405186176294 6.9049999713897714 1010.8500061035157 1022.4500122070314 13.734999656677248 1014.2500000000001 -0.95878320932388295 5.5499999523162851 1 2 4.8500001430511483 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 left_child=2 -2 -1 -4 -5 7 -7 8 9 -6 14 13 15 -12 22 16 -13 18 -15 20 -16 -22 24 -24 25 26 -3 -27 29 -26 right_child=1 10 3 4 5 6 -8 -9 -10 -11 11 12 -14 17 19 -17 -18 -19 -20 -21 21 -23 23 -25 28 27 -28 -29 -30 -31 leaf_value=-3.0373111210953619e-05 -0.002920647065188344 -0.00026587095179899067 0.0003123612119920514 0.0063299786315951416 0.0018922551727757371 0.0058320028052048231 0.00023690291921701044 -0.0014380707537139379 0.010891169638639129 -0.04249759309890646 -0.0027805222104166673 -0.00097133861237968036 0.00021473971350804034 0.0038130639032946632 0.036228824655214951 0.0023456399699217007 0.011545582120524806 -0.0036743213914220019 0.017467957954424636 -0.0011770087891441322 -0.01367009534927054 -0.0034859384361260251 -0.0028156924886913758 0.032832201367484465 0.00036487678788544057 0.00030540924484752222 -0.0026400527398190467 -0.00099145808097269575 3.7443510874645471e-05 0.0032052024281973499 leaf_weight=898137 8730 14386 84221 3833 58 2021 21600 635 1228 27 3967 353 3565 944 30 1938 1658 491 255 27888 497 1011 4980 31 25421 72970 14240 31189 93678 10173 leaf_count=898137 8730 14386 84221 3833 58 2021 21600 635 1228 27 3967 353 3565 944 30 1938 1658 491 255 27888 497 1011 4980 31 25421 72970 14240 31189 93678 10173 internal_value=-1.06913e-05 -0.000206975 5.10781e-05 0.000694912 0.00179071 0.00111024 0.000718186 0.00586422 0.00939579 -0.012208 -0.000130472 0.00146766 0.00320882 -0.00084507 -0.000201465 0.00591176 0.00934843 0.00369809 0.00671715 -0.00142921 -0.00600225 -0.00684239 -6.61898e-05 -0.00259516 -1.78314e-05 -0.000377022 -0.00144691 -8.2986e-05 0.000351121 0.00117633 internal_weight=1.33016e+06 318395 1.01176e+06 113623 29402 25569 23621 1948 1313 85 309665 13171 7514 5657 296494 3949 2011 1690 1199 29426 1538 1508 267068 5011 262057 132785 28626 104159 129272 35594 internal_count=1330155 318395 1011760 113623 29402 25569 23621 1948 1313 85 309665 13171 7514 5657 296494 3949 2011 1690 1199 29426 1538 1508 267068 5011 262057 132785 28626 104159 129272 35594 cat_boundaries=0 1 2 3 cat_threshold=28 3184 2324 is_linear=0 shrinkage=0.05 Tree=420 num_leaves=31 num_cat=0 split_feature=31 125 28 123 77 12 35 11 78 35 52 4 113 38 15 87 39 32 15 66 76 36 30 113 33 22 31 39 38 15 split_gain=7.42153 19.4667 24.9983 20.8382 20.7812 22.3422 19.1005 20.1824 20.3114 18.3324 17.6128 17.6085 16.8788 15.6164 18.031 15.4884 16.7067 15.3233 15.9733 15.1302 31.3099 21.152 15.0509 14.73 14.6596 13.6506 15.2237 13.6079 15.9036 22.3999 threshold=1021.2500000000001 -0.43049471080303187 1021.6499938964845 0.53727915883064281 27.664999961853031 3.3549998998641972 13.150000095367433 10.449999809265138 28.835000038146976 11.150000095367433 224.33499908447268 8.2500000000000018 -0.92384436726570118 14.34999990463257 2.0149999856948857 0.81183415651321422 12.250000000000002 4.7500000000000009 2.9450000524520878 30.275000572204593 9.8649997711181658 11.84999990463257 1021.7500000000001 -0.94828754663467396 14.449999809265138 7.9949998855590829 1022.7500000000001 11.449999809265138 10.650000095367433 1.985000014305115 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=22 2 19 6 5 17 10 8 -8 -6 13 12 -5 -3 -15 16 -7 18 23 20 24 -21 -1 27 -2 -19 -27 28 -4 -30 right_child=1 3 4 11 9 15 7 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 25 -20 21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-2.1683528692677388e-05 0.0047991366453584679 0.0001335126871092639 0.0092601214559434233 0.00023661569094333659 0.004220127468543518 -0.0090639895611271653 0.0008994629765881186 0.0052142528386709313 0.021430187100498391 0.040861838794771142 -0.016235979520966729 -0.0065203608797159895 -0.0023923376509234042 -8.458201567251557e-05 -0.007855576712644953 0.011073800341453022 -0.00043508471691591977 -0.0010248711112866282 -0.0040901937083904875 0.0014297436756107893 -0.0058274221804869237 0.01464824464298313 -0.0014747168438334884 0.0030288828151641915 -0.001497120659188415 -0.002151999324471032 0.0031132280972738292 0.0064638423686253473 0.016320573357550393 0.054754182632495943 leaf_weight=1131440 6385 91140 151 14215 81 1257 27394 3151 121 59 167 1472 10702 1690 1337 156 1013 7832 361 546 933 679 18107 783 1081 1773 6083 353 93 64 leaf_count=1131440 6385 91140 151 14215 81 1257 27394 3151 121 59 167 1472 10702 1690 1337 156 1013 7832 361 546 933 679 18107 783 1081 1773 6083 353 93 64 internal_value=2.29451e-06 0.000299822 0.00147062 7.02618e-05 0.000465559 0.000330638 0.000339793 0.00142383 0.000989749 0.019662 -1.26032e-05 -0.00120646 -0.000892535 1.6168e-05 -0.00351696 -0.00416598 -0.00521329 0.000954246 0.00531698 0.00356545 0.00280832 0.00875657 -4.45709e-05 0.00766877 0.0038875 0.000452287 0.00192493 0.013165 0.0208453 0.0319878 internal_weight=1.33062e+06 181072 29683 151389 20059 19919 125000 30666 27515 140 94334 26389 24917 94167 3027 2426 2270 17493 1805 9624 8399 1225 1.14955e+06 1444 7466 15688 7856 661 308 157 internal_count=1330619 181072 29683 151389 20059 19919 125000 30666 27515 140 94334 26389 24917 94167 3027 2426 2270 17493 1805 9624 8399 1225 1149547 1444 7466 15688 7856 661 308 157 is_linear=0 shrinkage=0.05 Tree=421 num_leaves=31 num_cat=3 split_feature=31 136 35 16 34 111 124 28 17 6 123 76 34 34 15 28 43 136 36 136 35 38 15 109 19 19 20 23 0 94 split_gain=6.69793 20.4616 27.7472 20.2107 21.6407 19.2821 19.1714 25.2035 18.073 18.5931 18.0132 17.2774 17.3021 16.887 14.9094 14.6401 21.6006 20.5996 24.0413 18.1521 21.2217 40.424 18.5029 23.3379 19.5399 15.5858 14.7268 24.1801 19.8331 19.2068 threshold=1021.2500000000001 0 4.9500000476837167 20.524999618530277 15.250000000000002 -0.017508870922029015 -0.07845610752701758 1021.6499938964845 9.5450000762939471 8.2500000000000018 -0.47714059054851526 26.835000038146976 11.250000000000002 10.150000095367433 3.3549998998641972 1018.2500000000001 14.34999990463257 1 17.44999980926514 2 12.650000095367433 12.84999990463257 1.2250000238418581 -0.12834195047616956 11.269999980926515 14.550000190734865 7.8750000000000009 8.3249998092651385 206.50000000000003 0.11345994845032693 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 left_child=15 2 -2 5 -5 -4 7 -3 -7 10 -10 14 -13 -11 -9 -1 19 18 -18 26 21 22 -21 -24 -25 -26 28 29 -17 -28 right_child=1 6 3 4 -6 8 -8 11 9 13 -12 12 -14 -15 -16 16 17 -19 -20 20 -22 -23 23 24 25 -27 27 -29 -30 -31 leaf_value=4.3041548488220849e-05 0.0061397617095418936 0.0031615189169075866 -0.0023665814285504915 0.008998114052759033 0.057941949654680996 0.0031653906994123823 -0.00050276218408888251 0.00038401265869590341 0.0027789762405043875 -0.006472582445462869 0.00043898951216947505 -7.9658139368583421e-05 0.038541059038633932 -0.0004920041272371738 -0.0038279219870962534 -0.0016730621730490346 0.006066274481005913 0.0019758838159392067 0.038412711289806056 0.004994774949953637 -0.0004398925593102317 -0.0039281798205887293 -0.0085441127743309114 -0.002637612992790684 0.0022129425541546413 -0.0017289060478200982 -0.0011427877735933915 -0.00037511077485954421 8.2961316913444306e-05 0.003081148652629713 leaf_weight=935368 2506 9125 4727 383 24 7980 84871 17485 11427 1351 29345 58 58 9344 2388 23416 173 5240 86 1422 61723 15138 953 6688 6976 3915 3404 20871 51320 12854 leaf_count=935368 2506 9125 4727 383 24 7980 84871 17485 11427 1351 29345 58 58 9344 2388 23416 173 5240 86 1422 61723 15138 953 6688 6976 3915 3404 20871 51320 12854 internal_value=2.17978e-06 0.000284831 0.000977568 0.000777406 0.0118842 0.000706965 -0.000122961 0.000984166 0.000951361 0.000608074 0.00109481 -9.79814e-06 0.0192307 -0.00124748 -0.000122106 -4.23423e-05 -0.000415233 0.002678 0.016182 -0.000496744 -0.000997963 -0.00197983 -0.000501729 -0.000923488 -0.000510355 0.000795962 -6.28626e-05 0.00075106 -0.000467229 0.00219677 internal_weight=1.33062e+06 181072 67087 64581 407 64174 113985 29114 59447 51467 40772 19989 116 10695 19873 1.14955e+06 214179 5499 259 208680 96815 35092 19954 18532 17579 10891 111865 37129 74736 16258 internal_count=1330619 181072 67087 64581 407 64174 113985 29114 59447 51467 40772 19989 116 10695 19873 1149547 214179 5499 259 208680 96815 35092 19954 18532 17579 10891 111865 37129 74736 16258 cat_boundaries=0 1 2 3 cat_threshold=4881 768 2270 is_linear=0 shrinkage=0.05 Tree=422 num_leaves=31 num_cat=2 split_feature=20 23 43 124 122 31 124 28 31 67 136 20 12 110 40 87 35 83 30 136 39 33 31 108 11 43 76 33 122 120 split_gain=6.69001 16.7555 9.7996 8.79744 8.14812 7.09026 19.4978 41.965 30.1917 29.4833 22.6002 25.4689 19.2058 31.7437 18.8457 34.1779 26.5458 18.3182 17.8087 16.7432 17.3873 16.8922 16.4609 16.3017 17.9782 16.2513 15.3659 23.2014 34.8133 34.905 threshold=13.114999771118166 11.144999980926515 8.8499999046325701 0.04361772537231446 -0.72534674406051625 1020.0499877929689 1.0000000180025095e-35 1022.0499877929689 1024.4500122070315 83.875000000000014 0 7.555000066757203 3.9250000715255742 -0.29704783856868738 8.9499998092651385 0.69387209415435802 9.2500000000000018 298.25274658203131 1020.9500122070314 1 19.650000572204593 8.4499998092651385 1029.549987792969 0.52486705780029308 12.250000000000002 12.050000190734865 5.7650001049041757 11.650000095367433 -0.11319890245795249 0.39873388409614569 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 -2 -4 18 7 8 9 -7 11 -9 14 -14 23 16 -16 -11 -1 20 21 -8 -12 24 -13 -18 27 28 29 -10 right_child=1 -3 4 -5 -6 6 19 10 26 17 22 12 13 -15 15 -17 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.5370555139879225e-05 0.0045640537471199382 -0.0068511183573304706 -0.0075144527390048933 -0.0053758926041571004 0.016748768144379152 0.0018040866772049691 0.0028703876268468438 -0.001881485260288511 0.026290713306456711 0.0093809084869314763 -0.0015222022179988788 0.0047093760671083878 0.01491923733063792 -0.010341355030479126 0.063533100198954348 -0.011038849750446063 0.0088873936820840181 0.045203408528668963 -0.0018063465269721199 -0.00049977477226516233 0.034277251725526231 0.00025234435530458843 0.0061215340498539739 0.00018178245899768138 0.03886253352348621 0.026760764654436327 0.0027703210551079435 0.0042087724500687405 0.013341823212678983 0.085258449291860744 leaf_weight=1064536 434 1177 44 457 162 33151 6660 4046 78 86 20823 3213 159 571 25 178 904 61 14224 91755 38 82285 729 3441 39 148 487 339 332 37 leaf_count=1064536 434 1177 44 457 162 33151 6660 4046 78 86 20823 3213 159 571 25 178 904 61 14224 91755 38 82285 729 3441 39 148 487 339 332 37 internal_value=2.07154e-06 -0.0027076 0.00173809 -0.000534213 0.0115663 6.71024e-06 0.000246869 0.000962906 0.00219207 0.00190316 -0.000276837 0.00139354 0.00292208 -0.00483939 0.00363495 0.00925754 0.012612 0.024246 -4.88536e-05 -2.58848e-05 0.000462772 0.000448378 -0.00126307 0.00258066 0.00511896 0.0114019 0.00974913 0.0140732 0.0215542 0.0452629 internal_weight=1.33062e+06 2274 1097 891 206 1.32834e+06 249585 68847 34571 33298 34276 12724 8678 730 7948 1255 1077 147 1.07876e+06 180738 88983 88945 21552 6693 3252 1052 1273 786 447 115 internal_count=1330619 2274 1097 891 206 1328345 249585 68847 34571 33298 34276 12724 8678 730 7948 1255 1077 147 1078760 180738 88983 88945 21552 6693 3252 1052 1273 786 447 115 cat_boundaries=0 1 2 cat_threshold=598 5661 is_linear=0 shrinkage=0.05 Tree=423 num_leaves=31 num_cat=1 split_feature=80 122 7 32 6 52 37 43 38 109 136 28 15 39 131 20 12 55 42 77 34 31 66 15 12 57 11 71 54 7 split_gain=6.39765 14.8874 8.47581 8.91423 7.82819 7.37566 6.66009 7.60323 6.45934 20.7776 33.2381 23.2911 28.6176 32.8363 33.8311 23.6516 21.6305 21.7408 21.1563 21.6503 28.0109 31.5686 61.6569 19.996 45.1804 19.9361 19.0946 41.7783 19.067 18.874 threshold=346.28652954101568 -0.026175950653851029 15.650000095367433 12.650000095367433 13.34999990463257 0.83499997854232799 11.34999990463257 8.7500000000000018 12.84999990463257 -0.1484127342700958 0 997.54998779296886 3.1049998998641972 11.050000190734865 155.50000000000003 5.4149999618530282 3.804999947547913 133.41499328613284 8.3499999046325701 34.215000152587898 12.949999809265138 1016.1499938964845 22.994999885559086 0.95499998331069957 1.0249999761581423 265.97250366210943 19.150000572204593 270.25018310546881 133.05999755859378 5.2500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 5 -3 -2 7 -7 9 10 11 12 15 14 -14 -1 -15 -18 28 20 -20 -22 -23 24 -11 -19 -12 -28 -13 -27 right_child=1 4 -4 -5 -6 6 -8 -9 -10 23 26 18 13 16 -16 -17 17 25 19 -21 21 22 -24 -25 -26 29 27 -29 -30 -31 leaf_value=0.027093019324314335 -0.010950247536610657 0.0015216092406653322 0.010324940701353957 -0.00042765362439506761 -0.02914266458579472 -0.0026642156147375748 -0.0089271497971256369 0.021456842112135801 -7.7723140126613141e-05 0.00017185459756254926 -0.0040944936006222328 2.2754335118689925e-05 0.042046537875116918 0.019414396857855426 -0.020314626377792314 -0.0033015585678700166 -0.0065522126426493677 -0.0023010328020024885 -0.0061735956982063821 -0.018679514681360265 0.00142269500183532 0.0078716535755516733 0.11585075784474613 0.00018368706800378964 0.00586050150139084 -0.01254365278963143 0.0007485154609871554 0.061302737763949802 -0.0067994159673971655 0.034783899675014322 leaf_weight=69 619 2338 99 902 21 835 508 34 819917 11003 8201 28761 133 249 26 884 334 117 1322 276 153 39 20 447260 5112 26 153 35 1062 111 leaf_count=69 619 2338 99 902 21 835 508 34 819917 11003 8201 28761 133 249 26 884 334 117 1322 276 153 39 20 447260 5112 26 153 35 1062 111 internal_value=1.96777e-06 -0.00172262 -0.00406135 -0.0045528 0.00124863 -0.00641698 -0.00437914 -0.00172047 8.93761e-06 0.000149543 -0.000915739 -0.000211826 0.005093 0.0110195 0.0318491 -0.0011009 0.00706261 0.001832 -0.000538738 -0.00578749 -0.00346793 0.0134042 0.0444747 0.000246033 0.00197641 0.0128569 -0.00372888 0.0120219 -0.000220184 0.025802 internal_weight=1.33062e+06 5356 2997 2898 2359 1996 1377 869 1.32526e+06 505346 41971 33582 1949 996 159 953 837 588 31633 1810 1534 212 59 463375 16115 254 8389 188 29823 137 internal_count=1330619 5356 2997 2898 2359 1996 1377 869 1325263 505346 41971 33582 1949 996 159 953 837 588 31633 1810 1534 212 59 463375 16115 254 8389 188 29823 137 cat_boundaries=0 1 cat_threshold=2516 is_linear=0 shrinkage=0.05 Tree=424 num_leaves=31 num_cat=2 split_feature=20 23 42 124 17 16 25 17 20 15 0 16 18 22 12 20 136 30 127 43 20 23 15 121 17 31 136 135 36 115 split_gain=6.03472 15.1105 8.93511 9.00863 7.04959 25.9914 24.7351 22.0403 18.8599 16.258 15.2161 14.2877 19.6448 20.8025 20.6379 23.2774 23.9552 27.0602 22.2672 18.5889 16.9645 21.871 20.3811 18.2005 17.1399 18.1857 16.0946 19.3032 15.409 15.2203 threshold=13.114999771118166 11.144999980926515 8.8499999046325701 0.04361772537231446 15.405000209808351 15.405000209808351 246.50000000000003 17.029999732971195 6.8750000000000009 6.0250000953674325 160.50000000000003 15.405000209808351 17.029999732971195 9.4749999046325701 3.3850001096725468 9.0749998092651385 0 1019.7500000000001 -0.13052122294902799 14.949999809265138 9.6350002288818377 9.4049997329711932 4.4149999618530282 -0.73724925518035878 13.344999790191652 1016.5499877929689 1 1017.9500122070314 8.3499999046325701 -0.94260558485984791 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=4 2 3 -2 9 6 -6 -8 -9 11 -11 12 13 20 15 -15 28 26 19 -16 -1 22 24 -24 25 -22 27 -18 -17 -13 right_child=1 -3 -4 -5 5 -7 7 8 -10 10 -12 29 -14 14 18 16 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-5.0264588245606555e-05 0.0046303481278034964 -0.0065065314718480141 0.011148577304222704 -0.0054046156115272574 -1.0826544746692051e-05 -0.00010236502050225748 0.0016089993819510006 0.00084608360505394214 0.0073924069637625921 -0.014773042165637743 -0.0020342904023522203 0.0021786927889423731 0.0030397914023976447 0.0014605174922322074 -0.0058235143958447503 0.038823204098100014 -0.00030819051092348458 0.0018190761886370463 -0.0011067030026333277 0.022655731696507028 0.000653310610280572 -0.0018177290526974242 0.040117836302767197 0.0097529531421354249 0.00072639347257638784 0.008034221248747123 -0.0033323341542885847 0.022250101490499219 -0.0030609793825525332 0.00022869982985673711 leaf_weight=1046064 438 1177 202 457 20487 109581 21915 1625 3407 349 714 14369 5068 11343 4731 22 7798 9656 7433 58 1334 3032 60 278 4968 2229 6956 96 11809 32963 leaf_count=1046064 438 1177 202 457 20487 109581 21915 1625 3407 349 714 14369 5068 11343 4731 22 7798 9656 7433 58 1334 3032 60 278 4968 2229 6956 96 11809 32963 internal_value=1.86938e-06 -0.00257168 0.00165013 -0.00049365 6.27505e-06 0.00032088 0.00129865 0.00229421 0.00527838 -3.58973e-05 -0.00621663 -3.02831e-05 -6.61512e-05 -8.02324e-05 -0.000986691 -0.000516813 -0.00113406 -0.000241283 -0.00281976 -0.0054786 -2.89087e-05 0.00184821 0.00310147 0.0151432 0.00262437 0.00527078 -0.00158116 -3.38132e-05 -0.00298058 0.000820677 internal_weight=1.33062e+06 2274 1097 895 1.32834e+06 157015 47434 26947 5032 1.17133e+06 1063 1.17027e+06 1.12294e+06 1.11787e+06 59902 47680 36337 24506 12222 4789 1.05796e+06 11901 8869 338 8531 3563 14850 7894 11831 47332 internal_count=1330619 2274 1097 895 1328345 157015 47434 26947 5032 1171330 1063 1170267 1122935 1117867 59902 47680 36337 24506 12222 4789 1057965 11901 8869 338 8531 3563 14850 7894 11831 47332 cat_boundaries=0 1 2 cat_threshold=1408 6185 is_linear=0 shrinkage=0.05 Tree=425 num_leaves=31 num_cat=0 split_feature=5 93 120 8 135 43 109 79 79 53 122 21 31 39 114 76 120 20 20 11 118 26 107 32 112 15 19 39 120 22 split_gain=6.45186 9.31497 8.89111 7.79778 12.9984 11.7039 13.5849 17.5979 12.3177 15.1776 22.8332 22.1152 14.2795 13.966 13.5279 13.1013 11.4228 11.395 11.2941 11.0954 15.011 13.8046 10.7903 10.9428 10.4178 10.3257 9.78932 10.4411 9.24489 9.09581 threshold=17.849999427795414 -0.58910426497459401 -0.76037701964378346 16.94999980926514 1023.4500122070314 7.8500001430511483 -0.97540867328643788 10.72499990463257 29.095000267028812 3.745000004768372 0.50751903653144848 7.1749999523162851 1018.5499877929689 11.750000000000002 -0.78257837891578663 20.095000267028812 0.6755644977092744 7.3750000000000009 6.5750000476837167 15.84999990463257 -0.8703225553035735 174.50000000000003 -0.35120490193366999 13.84999990463257 -0.52247866988182057 1.2749999761581423 10.960000038146974 11.550000190734865 -0.81408452987670887 7.2750000953674325 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 -1 5 6 7 -5 9 16 11 12 15 -12 24 -11 17 -8 25 20 -19 -21 -13 -24 -10 -18 27 -22 -17 -7 right_child=1 2 -4 4 -6 29 8 -9 14 10 13 22 -14 -15 -16 28 18 19 -20 21 26 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.7640452603985472e-06 0.014723932314664127 0.023697692426365047 -0.0096416969591755029 -0.015244906074588331 -0.038302322122312729 6.0693368184204414e-05 0.00058128235477642842 -0.00015382114640066091 -0.0054271228391353241 0.037754875194218204 0.0072186118035854124 0.0037853224179196878 0.0044883968527453062 -0.020188436798006297 0.0017242938379165081 -0.0076799502330166958 -0.0074410990981215791 -0.028297800561640319 -0.00046049696725926229 0.041682148072868588 -0.0057616762719893211 0.0085386182395350337 -0.018779350171381048 0.020067892560142686 0.020206478267635514 0.030499631116171513 -9.4228778153153695e-05 0.026996741429592176 0.014630673473625528 -0.0053421588366472858 leaf_weight=1310918 50 21 419 253 21 3104 5732 817 1192 59 74 855 492 125 2761 49 22 41 84 33 36 655 103 22 41 97 483 75 886 1040 leaf_count=1310918 50 21 419 253 21 3104 5732 817 1192 59 74 855 492 125 2761 49 22 41 84 33 36 655 103 22 41 97 483 75 886 1040 internal_value=9.75582e-06 -0.00572658 -0.0080505 1.18691e-05 0.00101348 0.00105664 0.00170694 -0.00372209 0.00212435 0.00306807 0.00629515 0.00760988 0.0114551 -0.00999687 -0.000220303 0.0149034 0.00188315 0.00154668 0.0135767 0.00572934 0.00096317 0.0101284 0.00177926 -0.0119422 -0.00457475 0.0234854 0.00298287 0.0163724 0.0134615 -0.00129523 internal_weight=1.33056e+06 490 440 1.33007e+06 19152 19131 14987 1070 13917 9923 2665 2466 1486 199 3994 994 7258 7055 203 1323 635 688 980 125 1233 119 594 111 935 4144 internal_count=1330560 490 440 1330070 19152 19131 14987 1070 13917 9923 2665 2466 1486 199 3994 994 7258 7055 203 1323 635 688 980 125 1233 119 594 111 935 4144 is_linear=0 shrinkage=0.05 Tree=426 num_leaves=31 num_cat=2 split_feature=33 39 35 34 11 34 136 5 132 127 11 127 118 35 31 117 32 42 31 115 20 120 52 28 38 31 30 8 136 10 split_gain=6.21094 21.8794 13.2782 19.4191 19.7219 18.6022 20.3578 22.9142 25.2237 20.8825 21.6302 19.552 25.3305 18.5319 17.9929 29.1238 26.8742 17.1298 17.5279 31.8367 39.4865 46.4796 17.3236 17.027 27.6317 21.8077 20.4478 18.9264 31.8081 20.4957 threshold=16.250000000000004 16.050000190734867 14.34999990463257 14.050000190734865 6.5499999523162851 13.750000000000002 0 8.1500000953674334 1020.2500000000001 -0.41467745602130884 9.5500001907348651 -0.64942333102226246 0.18222858756780627 13.250000000000002 1013.5499877929689 -0.095842104405164705 14.050000190734865 11.84999990463257 1006.8500061035157 -0.81408452987670887 7.2349998950958261 0.095842104405164733 14.265000343322756 1014.8500061035157 11.250000000000002 1012.1499938964845 1014.9500122070314 14.550000190734865 1 19.94999980926514 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=2 -2 5 4 -4 13 9 8 -8 10 -7 12 17 23 -12 -16 -17 18 -9 -20 -21 -22 -23 26 -25 -26 -1 29 -29 -27 right_child=1 -3 3 -5 -6 6 7 11 -10 -11 14 -13 -14 -15 15 16 -18 -19 19 20 21 22 -24 24 25 27 -28 28 -30 -31 leaf_value=0.0001357486654885455 -0.0020463615376311579 -8.9714985469104366e-05 0.00049827494110180504 0.00022709172383561621 0.0033132051845867236 0.0015901729420103004 -0.00074812847295978454 -0.0059261298356449001 0.0086382338312226675 -0.00024384896282477446 0.0026977221613235184 -0.0034381796069627235 -0.0062355105968506762 0.00066996955717059164 0.031817180827293554 0.020890909918874018 -0.0063191442416670428 -0.0056764298817142851 0.0043711762041536836 0.010229994388911028 0.087512525673522509 0.046690397879907065 -0.0027103448991612016 0.00037101884806388152 -0.0039343485859188211 -0.00051795183508512421 0.0016472179437080848 0.0039887223440314831 -0.0012815541394642514 0.043047193608557188 leaf_weight=239061 15831 146522 14710 208472 10784 6379 62725 217 724 31598 532 14205 758 105155 184 183 180 321 845 220 43 35 36 134005 4522 296096 24687 6182 5321 27 leaf_count=239061 15831 146522 14710 208472 10784 6379 62725 217 724 31598 532 14205 758 105155 184 183 180 321 845 220 43 35 36 134005 4522 296096 24687 6182 5321 27 internal_value=9.26803e-06 -0.000280507 4.95399e-05 0.000386387 0.00168899 -3.48183e-05 -0.000618271 -0.00107441 -0.000641023 0.000317763 0.00269762 -0.00272363 0.00137748 5.04996e-05 0.0092448 0.0156123 0.00739832 0.00473836 0.00713317 0.00953679 0.0226055 0.046488 0.0216421 -4.12602e-05 -0.000229535 -0.000487353 0.000277223 -0.000436683 0.00155318 -0.00051398 internal_weight=1.33056e+06 162353 1.16821e+06 233966 25494 934241 119185 80129 63449 39056 7458 16680 2475 815056 1079 547 363 1717 1396 1179 334 114 71 709901 446153 312148 263748 307626 11503 296123 internal_count=1330560 162353 1168207 233966 25494 934241 119185 80129 63449 39056 7458 16680 2475 815056 1079 547 363 1717 1396 1179 334 114 71 709901 446153 312148 263748 307626 11503 296123 cat_boundaries=0 1 2 cat_threshold=5162 4882 is_linear=0 shrinkage=0.05 Tree=427 num_leaves=31 num_cat=1 split_feature=29 24 136 23 20 95 19 13 122 37 3 74 64 31 59 31 32 34 74 77 52 30 124 37 120 79 94 23 31 110 split_gain=5.91912 11.3024 13.903 14.8575 13.6019 13.1826 12.6091 11.3063 10.9059 14.0397 11.4594 10.6608 12.4409 11.8605 9.75111 14.4125 11.5013 9.49937 9.41366 9.25186 21.7137 9.22425 8.46229 9.5842 8.43394 8.13586 7.98607 10.393 7.96462 10.4724 threshold=1027.7500000000002 279.50000000000006 0 6.4249999523162851 6.8750000000000009 0.25424610078334814 11.775000095367433 3.054999947547913 -0.50751903653144825 11.550000190734865 315.50000000000006 0.88475635647773754 29.865000724792484 1027.850036621094 284.92324829101568 1029.850036621094 9.5500001907348651 6.3500001430511483 0.85177853703498851 19.295000076293949 23.039999961853031 1028.1499633789065 -0.44618082046508784 12.150000095367433 0.26722820103168493 16.195000648498539 0.24586255103349688 8.305000305175783 1026.7500000000002 0.92244488000869762 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 14 -2 22 17 -7 9 10 -5 -8 -13 -14 15 -3 -17 24 -9 26 -21 -11 23 25 -6 -4 -10 -28 -22 -30 right_child=1 2 5 8 6 7 11 18 19 21 -12 12 13 -15 -16 16 -18 -19 -20 20 28 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-2.7005749062207188e-06 -0.0020033212045672648 0.007995698687563009 0.0034279203468031484 0.022236133782881435 0.011207241595063049 -0.0018558708799974845 0.0023484864964542027 -0.011149601320769109 0.005586254902181364 0.0090754543663454802 0.0045413111025222217 0.0048173993471815873 0.0038353740553637703 0.050657031890985221 -9.7011336158844125e-05 0.047981709552307926 0.014774383211718693 0.0086554732694768231 0.0035252323020606791 -0.0087964757043106929 0.00015190928472114392 -0.0030965428534297243 0.00099297367416604186 0.042838434680648477 0.04116778113555325 0.037005570903420451 -0.0042222748415289202 0.0010097152200771035 0.025776094684331886 -0.0068189232493750754 leaf_weight=1314907 917 385 128 184 48 3156 2166 635 440 243 182 96 21 38 223 45 62 544 132 137 61 433 1294 23 46 21 1844 1956 164 29 leaf_count=1314907 917 385 128 184 48 3156 2166 635 440 243 182 96 21 38 223 45 62 544 132 137 61 433 1294 23 46 21 1844 1956 164 29 internal_value=8.80565e-06 0.000975369 0.000204589 0.00178105 0.00331734 -0.00166433 0.00496622 -0.00317915 0.000927774 0.00554942 0.0134371 0.00325498 0.0159225 0.0339917 0.00857608 0.0125072 0.0287401 0.0111916 -0.00862408 -0.000112123 0.00724726 0.00127889 0.00237796 0.0127975 0.0258688 0.00816034 -0.000790783 -0.00152918 0.0159008 0.0208784 internal_weight=1.33056e+06 15653 11777 6388 3876 5389 2959 3923 5673 1042 366 2321 155 59 715 492 107 638 767 4631 391 676 1466 172 94 149 4240 3800 254 193 internal_count=1330560 15653 11777 6388 3876 5389 2959 3923 5673 1042 366 2321 155 59 715 492 107 638 767 4631 391 676 1466 172 94 149 4240 3800 254 193 cat_boundaries=0 1 cat_threshold=797 is_linear=0 shrinkage=0.05 Tree=428 num_leaves=31 num_cat=2 split_feature=5 136 34 6 9 124 8 4 124 13 96 11 79 52 136 92 74 88 70 3 126 95 63 96 6 15 84 80 74 32 split_gain=5.82619 8.91105 7.27885 10.3156 12.0422 11.5865 7.37836 6.95767 12.9846 10.5089 8.37167 7.79639 7.76055 7.09238 15.468 15.8852 11.9849 10.6956 12.4185 10.3578 10.2732 10.0018 9.31599 10.3725 9.91457 8.45269 8.33284 11.0992 7.22143 7.15796 threshold=17.849999427795414 0 13.650000095367433 12.050000190734865 25.349999427795414 -0.95368063449859608 22.849999427795414 15.250000000000002 -0.98321744799613942 3.7350000143051152 -0.99822503328323353 18.250000000000004 26.494999885559086 3.1350001096725468 1 -0.81641036272048939 0.74268707633018505 -0.9993343949317931 283.45927429199224 153.50000000000003 -0.8703225553035735 -0.51502507925033558 0.71516302227973949 -0.93563416600227345 12.84999990463257 3.7849999666213994 0.90059697628021251 325.04985046386724 0.72977176308631908 13.449999809265138 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 -2 3 -3 6 -6 -5 -1 9 11 12 -9 -10 25 15 -15 22 -18 -19 -16 -20 -21 26 -24 -25 -12 28 -28 -17 -27 right_child=1 2 -4 4 5 -7 -8 8 10 -11 13 -13 -14 14 19 16 17 18 20 21 -22 -23 23 24 -26 29 27 -29 -30 -31 leaf_value=3.2863358517904019e-06 -0.015899861998008826 -0.030381405201147904 -0.015384179776744314 -0.005560604997229864 0.0083569093550922291 0.056586240958422421 0.016015443900371639 -0.011861277969862603 -0.0034783459625517331 0.0005875204258594212 0.00011645435463237744 -0.044229751488282565 -0.035178378912118766 0.041630753417100229 -0.021152402106071673 0.0037256516033300651 0.036331212291959673 -0.0054189786770507051 0.036024997105511526 0.03015123985155865 0.0059059362722952251 -0.0012367228800695101 0.0031845871079713112 0.060735819951213646 0.02272454599982926 0.0097860411261116026 0.055189962685108188 0.0043706429678769341 0.034438431107749544 -0.0082988298261567721 leaf_weight=1324981 134 22 71 157 33 20 53 163 75 223 2337 21 26 35 62 216 25 279 30 27 503 423 30 29 42 416 22 21 21 63 leaf_count=1324981 134 22 71 157 33 20 53 163 75 223 2337 21 26 35 62 216 25 279 30 27 503 423 30 29 42 416 22 21 21 63 internal_value=8.36536e-06 -0.00544274 -0.00103104 0.00250848 0.00525972 0.0265567 -0.000115221 1.03736e-05 0.00185562 -0.00671056 0.00260026 -0.0155555 -0.0116388 0.0029142 0.00539922 0.00835322 0.00746555 0.00411926 0.00312751 -0.00195498 0.00760119 0.000646555 0.0148168 0.0278347 0.0382503 0.00135665 0.0101211 0.0303712 0.00644704 0.00740745 internal_weight=1.33056e+06 490 356 285 263 53 210 1.33007e+06 5089 407 4682 184 101 4581 1765 1253 1218 837 812 512 533 450 381 101 71 2816 280 43 237 479 internal_count=1330560 490 356 285 263 53 210 1330070 5089 407 4682 184 101 4581 1765 1253 1218 837 812 512 533 450 381 101 71 2816 280 43 237 479 cat_boundaries=0 1 2 cat_threshold=584 5012 is_linear=0 shrinkage=0.05 Tree=429 num_leaves=31 num_cat=3 split_feature=60 136 64 24 5 52 75 60 136 73 55 8 52 78 84 114 13 31 13 54 32 116 20 28 76 126 104 10 35 136 split_gain=5.92428 11.6948 10.0118 10.4424 9.80846 9.54493 16.2885 15.6872 15.4972 15.3579 13.8524 23.3604 21.1277 19.2264 22.814 19.0478 18.4201 18.0106 27.2241 17.5367 16.8558 16.1442 16.1041 15.1895 15.1609 25.9032 14.6848 14.6089 15.8774 14.4378 threshold=0.88688069581985485 0 33.024999618530281 321.50000000000006 15.34999990463257 30.755000114440922 0.63622745871543895 0.77160638570785534 1 0.82659614086151134 11.25500011444092 15.550000190734865 6.9149999618530282 63.254999160766609 0.76536908745765697 -0.74892720580101002 4.4149999618530282 1016.3500061035157 2.6550000905990605 6.7850000858306894 12.449999809265138 -0.97988739609718312 8.2950000762939471 1025.9500122070315 45.674999237060554 0.64942333102226268 -0.88742804527282704 4.3500001430511483 11.34999990463257 2 decision_type=2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=5 4 -3 -4 -2 10 -7 8 -8 -9 12 13 24 -12 15 -15 -17 18 20 23 -13 -19 29 -14 -1 -26 27 -25 -29 -20 right_child=1 2 3 -5 -6 6 7 9 -10 -11 11 17 19 14 -16 16 -18 21 22 -21 -22 -23 -24 26 25 -27 -28 28 -30 -31 leaf_value=-3.9437645990352216e-06 -0.0001395890393965254 -0.001098145509493382 -0.006847196729273146 0.0062960714447068654 -0.035176242571324116 -0.0014922098891228558 -0.0020307587427197764 -0.0012552894921388075 0.0020103402993954878 0.000826956732055289 -0.0006816662420094672 0.030387219139179605 0.0016645897092034724 -0.0054388703334899181 0.003105092835196362 0.028908501891733929 0.087538377377426341 -0.020264923030852665 0.011025982143738393 0.0002959199428981741 0.0084475105663801998 0.00057287753304329024 -0.033862145165247576 0.0062073228210493027 -0.0072218797330323402 -0.00015214355694052808 0.0034502254781468115 0.015531416887617007 0.049720875582281963 0.0015740469120350449 leaf_weight=1022493 16247 2842 1797 165 20 8684 2589 13018 27658 27694 117087 167 26343 21 179 37 21 98 562 52939 184 1804 28 132 1973 3774 448 84 57 1415 leaf_count=1022493 16247 2842 1797 165 20 8684 2589 13018 27658 27694 117087 167 26343 21 179 37 21 98 562 52939 184 1804 28 132 1973 3774 448 84 57 1415 internal_value=7.94112e-06 -0.000823782 -0.00298847 -0.00574188 -0.000182554 2.13244e-05 0.00055179 0.000801935 0.00166443 0.000161141 -1.30277e-05 -0.000519613 4.25578e-05 -0.000651623 0.0129826 0.0353633 0.0501366 0.00311843 0.00604021 0.000825216 0.0188861 -0.000500784 0.00379139 0.00186056 -1.83376e-05 -0.00257925 0.00902052 0.0181615 0.0293527 0.00432467 internal_weight=1.33056e+06 21071 4804 1962 16267 1.30949e+06 79643 70959 30247 40712 1.22985e+06 121603 1.10824e+06 117345 258 79 58 4258 2356 80003 351 1902 2005 27064 1.02824e+06 5747 721 273 141 1977 internal_count=1330560 21071 4804 1962 16267 1309489 79643 70959 30247 40712 1229846 121603 1108243 117345 258 79 58 4258 2356 80003 351 1902 2005 27064 1028240 5747 721 273 141 1977 cat_boundaries=0 1 2 3 cat_threshold=2694 2144 5636 is_linear=0 shrinkage=0.05 Tree=430 num_leaves=31 num_cat=0 split_feature=14 11 67 108 123 13 16 28 12 28 29 36 31 22 11 38 84 20 39 4 31 31 107 1 18 126 33 79 36 65 split_gain=7.36397 27.3938 20.5717 34.4583 18.7928 17.6057 17.2261 14.4364 22.8225 27.22 39.9007 36.1266 41.5984 33.0859 31.1269 29.2739 35.4809 24.3494 23.1318 23.7175 22.3193 21.8969 21.0248 25.7173 19.1454 21.0622 18.0945 18.0408 17.8953 34.0196 threshold=1.9550000429153445 11.449999809265138 21.505000114440922 -0.94244751334190358 0.53727915883064281 3.1950000524520878 18.219999313354496 1007.4500122070314 4.1849999427795419 1.0000000180025095e-35 997.45001220703136 13.050000190734865 1014.6499938964845 8.2750000953674334 10.150000095367433 9.4499998092651385 0.66315516829490673 6.0750000476837167 12.250000000000002 5.5499999523162851 1006.4500122070314 1005.4500122070314 -0.97322762012481678 300.50000000000006 7.4149999618530282 -0.98321744799613942 12.84999990463257 32.905000686645515 10.84999990463257 113.65500259399415 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -4 7 -1 -5 8 9 -2 15 14 13 17 22 -11 18 -13 -17 -20 -9 -15 23 -12 25 -19 -24 -18 29 -10 right_child=4 -3 3 6 -6 -7 -8 20 28 10 11 12 -14 21 -16 16 27 24 19 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=6.1836281062352105e-06 0.00045295409661407252 0.001531132888666504 0.021441647968257996 0.0016170230421904738 -0.0010235502914482401 -0.019147031456620126 0.018654529280445555 -0.0036572410511606841 -0.013777140872770917 -0.0423852403603849 0.011591375799616799 -0.0012058165501370578 0.055412962781481973 -0.014031083051527581 -0.0025290950362737673 0.046361018597224815 -0.00028446917309599417 0.071489483984592178 0.056291551013978626 0.0011489793646316498 -0.00011013573949276143 0.0038387090010510295 0.0047637002319693336 0.0581598299549013 0.00927531734881748 0.019754232869908104 -0.0074739702099609062 0.023575800297265293 -0.0011380998255085537 0.018512490501706589 leaf_weight=732735 40204 31779 232 8485 54854 120 151 4480 617 21 168 549 43 300 3920 134 237 23 26 78 439482 400 2288 36 2213 136 348 119 6270 94 leaf_count=732735 40204 31779 232 8485 54854 120 151 4480 617 21 168 549 43 300 3920 134 237 23 26 78 439482 400 2288 36 2213 136 348 119 6270 94 internal_value=-6.21745e-06 9.36041e-05 3.20134e-05 0.00242577 -0.000144829 3.04742e-06 0.00191492 -4.88458e-05 0.000691423 0.0010568 0.00325601 0.00252585 0.00652403 0.00594346 0.000358795 0.0156319 0.017683 0.00828316 0.0326285 0.0149346 -0.000145929 -0.00381977 0.0043449 0.0198093 0.0104794 0.0272379 0.0031481 0.0076913 -0.00199058 -0.00950819 internal_weight=1.33054e+06 773502 741723 8868 557040 732855 8636 502186 58224 51243 11039 10424 3664 3621 6760 615 594 2921 238 104 443962 700 2840 204 2372 159 2636 356 6981 711 internal_count=1330542 773502 741723 8868 557040 732855 8636 502186 58224 51243 11039 10424 3664 3621 6760 615 594 2921 238 104 443962 700 2840 204 2372 159 2636 356 6981 711 is_linear=0 shrinkage=0.05 Tree=431 num_leaves=31 num_cat=4 split_feature=14 12 19 29 20 136 122 113 6 12 136 8 55 24 136 133 72 20 23 31 11 28 136 65 53 125 83 28 31 127 split_gain=6.64598 24.8493 31.107 28.936 21.5956 19.8343 24.1111 25.1263 20.5745 19.9136 18.7838 18.3745 17.5685 17.3113 36.3926 17.0288 16.4843 16.3465 19.2364 16.333 18.5047 21.6297 17.0502 15.9186 15.8652 15.7524 16.0248 15.7435 25.3042 18.8575 threshold=1.9550000429153445 1.7849999666213991 14.039999961853029 1016.9500122070314 5.5350000858306894 0 -0.87878364324569691 -0.96359375119209278 3.7500000000000004 2.8549998998641972 1 11.84999990463257 0.70499998331069957 256.50000000000006 2 1020.4500122070314 0.91103124618530285 7.9749999046325692 8.4049997329711932 1013.9500122070314 7.7500000000000009 1015.8500061035157 3 12.864999771118166 9.5050001144409197 0.72534674406051647 291.29116821289068 1007.4500122070314 1009.3500061035157 -0.70088258385658253 decision_type=2 2 2 2 2 1 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 11 3 4 13 9 7 8 -7 -2 -5 23 -11 14 -3 17 -10 18 -6 -9 -21 -22 -23 -1 -17 -20 -27 -8 29 -29 right_child=5 2 -4 10 15 6 27 19 16 12 -12 -13 -14 -15 -16 24 -18 -19 25 20 21 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-3.7919114594341104e-05 -0.0011501784860119197 0.010724924519005639 -0.00090038047237052984 -0.00093286778565069271 0.0011359257914891154 0.00072764884557898184 0.00058550996562538088 -0.00099508900569120727 0.0067570581471802227 -0.0032441763705978177 0.0027489849481254309 0.0017265492505267176 -0.012812363392800835 -0.0019240276174403697 -0.0041500759975199794 0.0025147234851195998 -0.0095122537529670897 -0.001047748164503893 0.0040012174545285628 0.00044531006813797582 0.0096576746209532105 0.0093004451825663276 -3.974624222359533e-05 -0.0018999311519888474 0.024710895710078808 0.0082479890260936366 0.03026900737640972 -0.0043603978709521032 -0.0001956813255445611 -0.00092854184587256618 leaf_weight=628106 14927 842 22967 3917 38393 3069 60831 10684 4000 1554 29961 14524 694 11879 789 181 162 8658 1087 10469 1325 611 2301 11692 145 233 128 6161 428825 11427 leaf_count=628106 14927 842 22967 3917 38393 3069 60831 10684 4000 1554 29961 14524 694 11879 789 181 162 8658 1087 10469 1325 611 2301 11692 145 233 128 6161 428825 11427 internal_value=-5.90658e-06 8.89239e-05 0.000752959 0.00114763 0.000508385 -0.000137587 -8.43525e-05 0.00123328 0.00383355 -0.00180983 0.00232382 -3.20252e-05 -0.00619806 -0.00126083 0.00356942 0.000997931 0.0061238 0.000921374 0.00134929 0.000492736 0.00157365 0.00436161 0.00195183 -7.19465e-05 0.0123873 0.00700659 0.016056 -0.000169092 -0.000271918 -0.00213071 internal_weight=1.33054e+06 773502 119180 96213 62335 557040 539865 32621 7231 17175 33878 654322 2248 13510 1631 48825 4162 48499 39841 25390 14706 4237 2912 639798 326 1448 361 507244 446413 17588 internal_count=1330542 773502 119180 96213 62335 557040 539865 32621 7231 17175 33878 654322 2248 13510 1631 48825 4162 48499 39841 25390 14706 4237 2912 639798 326 1448 361 507244 446413 17588 cat_boundaries=0 1 2 3 4 cat_threshold=2080 2082 638 400 is_linear=0 shrinkage=0.05 Tree=432 num_leaves=31 num_cat=1 split_feature=28 23 95 35 14 64 78 86 32 127 86 71 37 32 136 4 31 83 29 4 106 25 87 105 82 133 135 69 79 55 split_gain=6.36652 10.2934 12.2753 8.72544 7.4465 6.18446 31.9578 30.7534 27.4828 20.8734 19.7125 25.6075 25.4219 34.1089 21.6843 20.9131 20.2079 20.1229 27.5764 21.2295 16.9659 16.2841 16.1934 18.9621 26.2284 16.1261 23.5458 28.3405 23.6137 19.5658 threshold=1033.7500000000002 10.394999980926515 0.39529518783092504 10.949999809265138 3.1250000000000004 26.875000000000004 19.085000038146976 0.7135811746120454 6.2500000000000009 -0.67556449770927418 0.70564687252044689 209.98901367187503 12.34999990463257 11.550000190734865 0 8.7500000000000018 1026.049987792969 188.54351806640628 1014.8500061035157 6.2500000000000009 -0.67306676506996144 251.50000000000003 0.7736547887325288 -0.97503018379211415 264.85729980468756 1018.1499938964845 1015.6499938964845 258.84112548828131 15.375000000000002 62.594999313354499 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 -2 -4 -1 7 -7 9 22 12 -12 15 20 17 -8 25 18 -13 -20 -14 -17 -9 24 -24 26 -16 -28 29 -29 right_child=1 -3 4 -5 -6 6 10 8 -10 -11 11 14 13 -15 16 21 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31 leaf_value=2.4453064547940765e-05 0.015970266892282245 -0.0065513734413905015 0.0086398383255635227 0.05162075333297253 -0.0074412949570393724 -0.0038190690931251062 -0.0021251731848063986 0.0063934510952094572 -0.00091691094396452325 0.0027591755449757113 -0.0054049559896450147 0.0043799289050610269 0.024521814626173512 0.0039935742773429938 -0.00010055402288544349 0.029739730198379246 0.0086260256907683738 0.0021950000976391627 0.060562505444081927 0.019066586036260436 -0.00089890775152871134 0.0055047020468139514 0.097025387734174739 0.014776910137209932 0.027183783513198542 -0.0055373329876915785 0.052132112082295325 0.014743907258917506 0.0026354820181511279 0.064132564322187988 leaf_weight=1219749 121 145 220 20 107 9389 1695 184 44546 1332 1936 391 388 1056 38852 82 670 6827 39 147 79 448 20 101 41 1333 37 65 493 29 leaf_count=1219749 121 145 220 20 107 9389 1695 184 44546 1332 1936 391 388 1056 38852 82 670 6827 39 147 79 448 20 101 41 1333 37 65 493 29 internal_value=-5.60462e-06 0.00508877 0.00869522 0.0210271 0.00337782 -7.95275e-06 -0.000366702 -0.0012102 -0.000680287 0.00560139 0.000492965 0.00023488 0.00399233 0.00896958 0.000458245 0.000585436 1.29631e-05 0.00294882 0.011919 0.0277673 0.0202215 0.00925427 0.0165431 0.0280711 0.0500827 -0.000128443 5.42014e-05 0.00968971 0.00701447 0.0299808 internal_weight=1.33054e+06 613 468 141 327 1.32993e+06 110180 55613 46224 1678 54567 50819 3748 1523 48883 2225 41479 7404 577 186 467 530 346 162 61 40809 39476 624 587 94 internal_count=1330542 613 468 141 327 1329929 110180 55613 46224 1678 54567 50819 3748 1523 48883 2225 41479 7404 577 186 467 530 346 162 61 40809 39476 624 587 94 cat_boundaries=0 1 cat_threshold=20 is_linear=0 shrinkage=0.05 Tree=433 num_leaves=31 num_cat=6 split_feature=23 20 109 11 13 12 121 123 39 28 6 136 28 12 67 15 136 21 14 136 136 29 12 13 4 43 12 136 136 15 split_gain=5.95277 10.0065 13.5495 14.2063 11.7416 13.2896 12.9796 11.4633 11.1547 14.4027 11.2485 9.5912 11.0072 9.3248 19.9336 16.4166 29.2665 25.6834 22.2823 13.6626 12.8418 12.2594 13.9709 11.9449 11.4012 10.6892 24.6287 22.4236 18.6584 18.1758 threshold=4.7950000762939462 5.0950000286102304 0.049095060676336295 7.2500000000000009 2.5749999284744267 0.83499997854232799 0.13052122294902804 0.64942333102226268 9.5500001907348651 1017.1499938964845 3.4500000476837163 0 1006.8500061035157 0.86500000953674328 4.5950000286102304 0.83499997854232799 1 5.4949998855590829 0.76499998569488536 2 3 1015.0499877929689 1.0049999952316286 0.74500000476837169 8.6500000953674334 12.949999809265138 3.2150000333786015 4 5 3.3549998998641972 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 1 1 2 2 2 2 2 2 1 1 2 left_child=1 2 3 -1 5 -3 -6 11 9 -4 -10 12 -7 14 19 16 17 -15 -18 -2 -16 -20 -23 -22 -21 -17 28 -28 -27 -29 right_child=13 4 8 -5 6 7 -8 -9 10 -11 -12 -13 -14 15 20 25 18 -19 21 24 23 22 -24 -25 -26 26 27 29 -30 -31 leaf_value=-9.6862192639412704e-05 -0.0020936878606475392 -0.00032737246092252512 0.014765857037833991 0.0051180917958590262 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-0.005159 0.0024903 -0.000376709 0.00705581 -0.000493478 0.00205295 -0.000917981 -2.78088e-05 -0.000538992 8.01514e-06 0.00136795 0.000127042 0.00407486 -0.000636069 0.00561842 0.00289106 0.00442994 0.00961675 -0.000350441 -1.73531e-05 0.000436499 0.0039006 0.000284275 0.00488299 internal_weight=1.33054e+06 57539 37372 5240 20167 19505 662 13425 32132 497 31635 12321 2227 1.273e+06 83370 1.18963e+06 21785 14948 6837 82076 1294 5825 4017 777 68642 1.16785e+06 116764 4915 111849 4529 internal_count=1330542 57539 37372 5240 20167 19505 662 13425 32132 497 31635 12321 2227 1273003 83370 1189633 21785 14948 6837 82076 1294 5825 4017 777 68642 1167848 116764 4915 111849 4529 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=1058 2080 216 2049 2052 2091 is_linear=0 shrinkage=0.05 Tree=434 num_leaves=31 num_cat=3 split_feature=28 23 95 35 31 14 14 11 136 67 109 136 122 113 10 12 55 13 136 27 21 65 94 80 125 23 1 37 60 110 split_gain=5.7532 9.2898 11.0785 7.98046 8.50639 6.75788 5.78203 24.1815 26.265 18.4274 29.7564 18.0251 21.7016 22.7058 18.5571 18.1326 16.6639 15.9252 15.2988 19.1577 19.262 16.3065 18.764 17.7866 15.2741 15.1078 17.1126 26.8841 36.9436 15.5521 threshold=1033.7500000000002 10.394999980926515 0.39529518783092504 8.8499999046325701 1032.7500000000002 3.2250000238418584 1.9550000429153445 11.449999809265138 0 22.48499965667725 -0.55548542737960804 1 -0.87878364324569691 -0.96359375119209278 4.6499998569488534 2.995000004768372 0.70499998331069957 3.1950000524520878 2 213.50000000000003 7.3750000000000009 52.225000381469734 -0.61130973696708668 254.95955657958987 -0.26722820103168482 8.0050001144409197 2.5000000000000004 16.750000000000004 0.64760524034500133 -0.54993054270744313 decision_type=2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 -2 -5 -4 7 9 -9 17 -11 15 13 14 -13 -8 24 -1 -16 20 -20 22 -21 -23 -17 29 27 -27 -29 -12 right_child=1 -3 5 4 -6 -7 11 8 -10 10 25 12 -14 -15 18 16 -18 -19 19 21 -22 23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=1.1098348663188924e-06 0.0083342865182203241 -0.006220416295510749 0.007743740753998531 0.05337397373680558 0.017622301999263738 -0.00818934095316186 -0.0011978272251638626 -0.0012623655244494221 0.0021980435173935072 0.013579553217319441 0.031698413426056504 0.00013644505271010244 -0.00015983649302629035 0.00046703388299185037 0.0096123122975990353 0.0058313767858939507 -0.014282763163849603 -0.018215093504016597 0.043124837893992664 0.036980085941248166 0.0038382838723751214 0.0089970160446896704 0.0036803228764547219 -0.012670482770595416 -0.0070279620131614255 0.007778221940283072 0.0024319356645734836 0.017674923482093405 0.098810822404921062 -0.0013559167091969477 leaf_weight=734048 72 145 234 28 41 93 15537 7040 24739 560 36 2477 506746 25370 1516 323 505 120 60 43 65 136 2614 312 810 418 3296 47 20 3091 leaf_count=734048 72 145 234 28 41 93 15537 7040 24739 560 36 2477 506746 25370 1516 323 505 120 60 43 65 136 2614 312 810 418 3296 47 20 3091 internal_value=-5.06081e-06 0.00483772 0.00826385 0.0199791 0.0321302 0.00321231 -7.29298e-06 8.11427e-05 0.00143175 2.32692e-05 0.00249444 -0.000130196 -7.93987e-05 0.0011712 0.0036445 -0.00172433 -0.00672888 -1.86761e-06 0.00547541 0.00349318 0.0226958 0.00273137 0.00421924 -0.00609285 -0.00336197 0.00159582 0.00372227 0.0124912 0.0418946 -0.000975374 internal_weight=1.33054e+06 613 468 141 69 327 1.32993e+06 773415 31779 741636 7468 556514 539339 32593 7223 17175 1638 734168 4746 3230 125 3105 2657 448 1133 6908 3781 485 67 3127 internal_count=1330542 613 468 141 69 327 1329929 773415 31779 741636 7468 556514 539339 32593 7223 17175 1638 734168 4746 3230 125 3105 2657 448 1133 6908 3781 485 67 3127 cat_boundaries=0 1 2 3 cat_threshold=545 2080 4365 is_linear=0 shrinkage=0.05 Tree=435 num_leaves=31 num_cat=1 split_feature=31 28 16 28 33 12 28 108 136 125 122 10 23 83 4 91 34 16 29 54 15 66 93 14 28 16 8 32 7 37 split_gain=7.02181 21.7055 38.1056 23.9693 22.9871 37.317 29.0976 24.3971 22.1605 20.1358 19.4757 18.7493 17.6825 16.9952 34.0296 17.9256 18.4542 22.803 19.4665 21.0451 19.7785 22.4468 20.3381 32.5408 16.911 16.8455 16.9036 16.1083 46.7392 27.0967 threshold=1010.8500061035157 1010.9500122070314 9.5450000762939471 997.54998779296886 15.750000000000002 2.4450000524520878 1007.1499938964845 -0.55620145797729481 0 -0.74892720580101002 0.56638467311859142 10.650000095367433 6.0850000381469735 227.00583648681643 7.7500000000000009 -0.92559987306594838 14.250000000000002 11.269999980926515 997.45001220703136 3.9050000905990605 2.745000004768372 13.085000038146974 -0.21219012886285779 2.5249999761581425 1013.8500061035157 9.5450000762939471 7.9500000476837167 12.949999809265138 13.34999990463257 11.650000095367433 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 -2 -4 5 6 -5 11 12 13 -8 -7 -9 15 -15 16 17 18 19 -1 21 -20 23 -23 -11 26 -17 -27 -29 -30 right_child=1 -3 3 4 -6 7 10 8 -10 24 -12 -13 -14 14 -16 25 -18 -19 20 -21 -22 22 -24 -25 -26 27 -28 28 29 -31 leaf_value=-0.0047398447307447598 -0.00044306381805791741 1.0040045564096867e-05 -0.0075519995553779366 0.018456073019781964 -7.9869788149063961e-05 -0.010816073597573791 0.0041090803530451688 -0.0076268495642139132 -0.0012460956626119827 4.8817248240378059e-05 0.01022300896784282 -0.00024620039351512914 0.0057469714548635141 -0.0020151595975211232 -0.011006454870915275 -0.0010011807296660775 -0.0072947093443048606 0.00029792949954977942 0.0046691464422312697 0.035093996142007651 0.00059077125520183343 0.084579971112543728 0.01311212915551755 0.021961278646347761 -0.002735729284597148 -0.0015397557191371722 -0.0062243354115623529 0.00039305857629713144 0.04942342207824256 0.012586468121555833 leaf_weight=45 20200 1087661 576 437 5385 628 7084 264 2289 161556 1596 1264 3874 7049 1237 3258 424 1893 288 126 629 32 129 59 5643 9862 2953 4394 57 402 leaf_count=45 20200 1087661 576 437 5385 628 7084 264 2289 161556 1596 1264 3874 7049 1237 3258 424 1893 288 126 629 32 129 59 5643 9862 2953 4394 57 402 internal_value=5.6016e-06 5.38887e-05 0.00114783 0.00252134 0.00277559 0.00365748 0.00586706 0.00123594 0.00270507 -0.000267475 0.00523325 -0.00375459 0.00488194 -0.00139945 -0.00335745 -0.000738616 0.00250748 0.00380587 0.00888272 0.0246114 0.00651719 0.0138552 0.0258806 0.043981 -4.51618e-05 -0.00130094 -0.00348451 -0.000379278 0.00197898 0.017161 internal_weight=1.33129e+06 1.13126e+06 43597 23397 22821 17436 9117 8319 6427 200036 8680 1892 4138 32837 8286 24551 3625 3201 1308 171 1137 508 220 91 167199 20926 6211 14715 4853 459 internal_count=1331294 1131258 43597 23397 22821 17436 9117 8319 6427 200036 8680 1892 4138 32837 8286 24551 3625 3201 1308 171 1137 508 220 91 167199 20926 6211 14715 4853 459 cat_boundaries=0 1 cat_threshold=5003 is_linear=0 shrinkage=0.05 Tree=436 num_leaves=31 num_cat=3 split_feature=6 36 127 136 84 52 65 18 71 131 60 74 114 99 38 64 43 63 136 99 136 5 72 54 60 64 76 4 127 18 split_gain=6.69423 11.4949 8.47679 7.86224 12.8742 6.56012 17.4174 19.1589 18.504 16.8265 16.668 17.3811 15.7238 15.678 28.0634 22.3792 17.4628 14.4109 14.4092 13.1835 15.1271 18.3787 15.2696 16.8524 12.6966 12.1137 12.0514 11.9349 11.6831 11.5877 threshold=17.94999980926514 11.150000095367433 -0.95368063449859608 0 0.77763238549232494 14.805000305175783 22.865000724792484 10.405000209808351 297.29371643066412 174.50000000000003 0.74539706110954296 0.85432174801826488 -0.43049471080303187 -0.92128673195838917 12.050000190734865 50.664999008178718 10.150000095367433 0.82775717973709118 1 -0.74251630902290333 2 13.650000095367433 0.69707083702087413 9.0450000762939471 0.59516865015029918 67.155002593994155 35.715000152587898 15.949999809265138 1.0000000180025095e-35 12.699999809265138 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 left_child=5 2 -2 -3 -5 6 27 12 9 25 17 28 -8 14 15 -14 -15 19 29 20 21 -7 23 -22 -24 -9 -25 -1 -12 -13 right_child=1 3 -4 4 -6 10 7 8 -10 -11 11 18 13 16 -16 -17 -18 -19 -20 -21 22 -23 24 26 -26 -27 -28 -29 -30 -31 leaf_value=-9.6114532672204825e-07 0.020130007721660337 -0.018469266696039096 -0.0046045252790696224 0.015117105611522373 -0.017245001017692545 -0.00066091342288326406 -0.00022337917598735065 -0.0024595948862999413 -0.00061394938765677628 -0.011627823626975172 -0.0016845571288413319 0.0031547913676295176 0.01298983457985472 0.00066199819786772265 -0.0027415610236504965 0.048828994385796048 0.014958271262287048 0.0036519404604885165 -0.00038098679704461216 -0.00075549355717208623 0.0051722979848118078 -0.015166349763102417 0.0035959196644037164 -0.00092526941605152564 0.001351891796830718 -0.011305883735211748 0.0063475823817901031 0.0042341982734124496 -0.00011446647446283026 0.00071610651972634865 leaf_weight=1104977 58 168 86 60 63 7411 16974 12853 16865 553 21550 6517 108 1622 134 73 246 4306 23432 13190 1394 225 8033 12857 29274 399 596 1666 26317 19287 leaf_count=1104977 58 168 86 60 63 7411 16974 12853 16865 553 21550 6517 108 1622 134 73 246 4306 23432 13190 1394 225 8033 12857 29274 399 596 1666 26317 19287 internal_value=5.32106e-06 -0.00619629 0.00535799 -0.0119139 -0.00134894 7.34809e-06 -3.57594e-05 -0.000950223 -0.00172509 -0.00308254 0.000293217 -0.000142883 0.000290333 0.00428472 0.0146033 0.0274443 0.0025447 0.000841139 0.0005167 0.000675295 0.000990935 -0.0010869 0.00129512 -6.081e-05 0.00183508 -0.00272594 -0.000603065 5.41469e-06 -0.00082133 0.0013315 internal_weight=1.33129e+06 435 144 291 123 1.33086e+06 1.15647e+06 49827 30670 13805 174389 97103 19157 2183 315 181 1868 77286 49236 72980 59790 7636 52154 14847 37307 13252 13453 1.10664e+06 47867 25804 internal_count=1331294 435 144 291 123 1330859 1156470 49827 30670 13805 174389 97103 19157 2183 315 181 1868 77286 49236 72980 59790 7636 52154 14847 37307 13252 13453 1106643 47867 25804 cat_boundaries=0 1 2 3 cat_threshold=88 4752 2144 is_linear=0 shrinkage=0.05 Tree=437 num_leaves=31 num_cat=3 split_feature=21 122 23 19 35 29 136 31 23 13 136 108 78 53 31 109 127 31 76 127 121 32 27 28 28 12 136 30 38 9 split_gain=6.73744 23.7465 21.8568 21.4018 21.9577 19.5539 19.6605 18.9952 18.3108 19.2489 19.4702 18.1609 16.7478 15.3456 16.0219 14.207 14.0011 20.888 13.1402 12.4552 20.3028 24.1746 16.8616 12.2048 12.0831 12.0237 11.9773 12.5391 11.8687 11.1434 threshold=5.2149999141693124 -0.3172925859689712 6.5050001144409189 13.344999790191652 11.250000000000002 1013.6499938964845 0 1013.2500000000001 5.2950000762939462 2.5349999666213994 1 0.58682048320770275 23.384999275207523 1.1050000190734866 1015.1499938964845 0.60987934470176708 -0.74892720580101002 1.0000000180025095e-35 9.2849998474121112 0.23343648016452792 0.70088258385658275 8.1500000953674334 297.50000000000006 1003.2500000000001 1014.4500122070314 0.80500000715255748 2 1005.8500061035157 12.34999990463257 2.9500000476837163 decision_type=2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 5 15 4 13 7 11 18 9 10 -2 -7 16 19 -15 -3 23 -18 -1 20 24 -22 -23 -11 -4 -12 -19 -28 -14 -27 right_child=8 2 3 -5 -6 6 -8 -9 -10 12 25 -13 28 14 -16 -17 17 26 -20 -21 21 22 -24 -25 -26 29 27 -29 -30 -31 leaf_value=-0.00030240675889649585 -7.2892991425289636e-05 0.0023410177098511448 0.0056813668826040734 -0.0011358634053495705 0.0037325881455548566 0.004463586351738642 0.00017654010533603903 -0.0029949636878992478 -6.343508762422338e-06 -0.03834554650599048 -0.0004210960993554795 -0.0030840428673761053 0.004262052409822914 0.023218526027332514 -0.0032854543372830554 -0.0003002834589201839 0.022771893872728422 -0.011366292820552223 -0.0040582751581471049 0.0026872069830741648 0.0021337575439749094 0.028409060224657879 0.07634269507645175 -0.010276590515362845 0.023696078226927344 0.0040651815497395119 -0.02851993302326827 -0.00069435923807332307 -0.0038091431503856454 0.0016464849613985017 leaf_weight=21339 25290 6841 163 1240 1900 884 57156 14711 1124438 42 5836 8098 1113 78 212 19902 74 436 2614 110 29 32 43 497 217 5646 42 1124 771 30416 leaf_count=21339 25290 6841 163 1240 1900 884 57156 14711 1124438 42 5836 8098 1113 78 212 19902 74 436 2614 110 29 32 43 497 217 5646 42 1124 771 30416 internal_value=5.04792e-06 -0.000329005 0.000892321 0.00432788 0.00676144 -0.000687553 -0.000165361 -0.00158081 4.29222e-05 0.00082001 0.00102295 -0.00233861 -0.00250639 0.0132714 0.0038432 0.000375375 -0.00545396 -0.00319961 -0.000712286 0.0178744 0.0213261 0.040901 0.055891 -0.0124638 0.0159687 0.00168402 -0.00439929 -0.00168223 0.000959031 0.00202517 internal_weight=1.33129e+06 135569 30767 4024 2784 104802 66138 38664 1.19572e+06 71287 67188 8982 4099 884 290 26743 2215 1676 23953 594 484 104 75 539 380 41898 1602 1166 1884 36062 internal_count=1331294 135569 30767 4024 2784 104802 66138 38664 1195725 71287 67188 8982 4099 884 290 26743 2215 1676 23953 594 484 104 75 539 380 41898 1602 1166 1884 36062 cat_boundaries=0 1 2 3 cat_threshold=656 1065 264 is_linear=0 shrinkage=0.05 Tree=438 num_leaves=31 num_cat=3 split_feature=31 28 17 110 33 28 13 120 136 36 125 37 136 76 136 43 28 23 40 31 15 31 60 30 117 80 120 31 28 32 split_gain=6.26036 19.6713 36.4213 23.1853 28.0941 25.2801 20.746 23.2004 18.2469 18.1624 18.1063 16.2133 15.731 17.6069 15.3144 17.6584 15.2588 15.2497 15.0069 14.8195 14.7853 18.5849 14.7637 14.5944 19.168 17.9972 18.9995 18.7461 14.294 23.8785 threshold=1010.8500061035157 1010.9500122070314 9.5450000762939471 -0.69335895776748646 15.750000000000002 997.54998779296886 2.3149999380111699 0.30069434642791754 0 12.949999809265138 -0.74892720580101002 9.2500000000000018 1 37.504999160766609 2 13.550000190734865 1013.8500061035157 10.00500011444092 12.650000095367433 1014.3500061035157 1.5850000381469729 1013.7500000000001 0.72103539109230053 1010.1499938964845 -0.78257837891578663 198.93460083007815 0.6755644977092744 1014.2500000000001 1007.1499938964845 11.449999809265138 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 23 9 5 -5 7 8 19 -4 11 -1 13 -11 15 -8 -12 -10 -17 -7 21 -16 -14 -2 25 26 27 -25 29 -13 right_child=1 -3 3 4 -6 6 14 -9 17 12 16 28 22 -15 20 18 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.009831092538220277 -0.0026752287050322461 8.6417151383479428e-06 -0.0060421737537163381 -0.0068929176007606618 -0.00016555265204059262 0.006357118226308741 0.0040198107419628032 0.010237880707423035 0.0013676370813722769 0.0084586160433142762 4.7028237924319689e-05 -0.0017986766524273716 0.0037980362220120393 0.044923534006811677 -0.0068152966386262788 0.065743944884161465 -0.0025980003457503928 0.027921201034703039 0.014913424165954568 0.020462639620573961 0.00039529784168581742 -0.061839021671385996 -0.015071046748854431 0.0082813937827090189 -0.00020080683234537165 0.023660460727082361 0.019849762388522079 -0.0064504843913902451 -0.0019802079275789398 0.0027283721888184892 leaf_weight=551 5547 1087661 1362 521 5600 2530 3913 2337 3197 192 161556 6584 384 40 57 20 5643 55 53 201 3301 21 142 455 12959 135 164 411 20478 5224 leaf_count=551 5547 1087661 1362 521 5600 2530 3913 2337 3197 192 161556 6584 384 40 57 20 5643 55 53 201 3301 21 142 455 12959 135 164 411 20478 5224 internal_value=4.7913e-06 5.03851e-05 0.0010918 0.00240218 0.0028875 0.00394248 0.00430239 0.00601327 0.00436311 -0.00258966 -0.000253054 -0.00132646 0.00361392 0.0141363 0.00236967 0.00446317 -4.2242e-05 0.00181116 0.0288396 0.0073683 -0.000112781 -0.0216294 -0.00127172 -0.000502025 0.000351469 0.00649477 0.0042449 0.00128971 -0.00118132 0.000204144 internal_weight=1.33129e+06 1.13126e+06 43597 23926 21806 16206 15685 8320 5983 2120 200036 32837 758 232 7365 3986 167199 3252 73 2731 3379 78 526 19671 14124 1165 1030 866 32286 11808 internal_count=1331294 1131258 43597 23926 21806 16206 15685 8320 5983 2120 200036 32837 758 232 7365 3986 167199 3252 73 2731 3379 78 526 19671 14124 1165 1030 866 32286 11808 cat_boundaries=0 1 2 3 cat_threshold=1325 2210 4491 is_linear=0 shrinkage=0.05 Tree=439 num_leaves=31 num_cat=0 split_feature=25 17 17 36 111 38 115 23 61 67 125 8 5 22 84 24 36 31 133 38 34 78 127 27 13 31 11 5 13 28 split_gain=6.48327 7.2882 10.8375 10.2584 7.01416 21.3638 8.79789 6.97572 6.95536 6.68672 6.68415 16.7421 12.2116 12.1748 13.8512 11.419 10.2493 13.7154 15.2913 12.0617 16.848 16.9803 14.9908 12.8606 12.3653 15.8106 11.7951 15.9403 12.9621 12.4322 threshold=127.50000000000001 3.7749999761581425 7.4149999618530282 11.949999809265138 -0.069915547966957078 12.550000190734865 0.94828754663467418 7.0450000762939462 0.70318844914436351 35.754999160766609 0.95878320932388317 6.6499998569488534 2.8500000238418584 4.4249999523162851 0.82185938954353344 265.50000000000006 9.2500000000000018 1006.4500122070314 1016.7500000000001 9.5500001907348651 10.84999990463257 24.615000724792484 -0.77159520983695973 187.50000000000003 3.3850001096725468 1015.2500000000001 13.449999809265138 6.7500000000000009 1.6250000000000002 1007.1499938964845 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 -1 5 -3 -7 -6 9 -4 16 -12 -13 14 -14 -15 17 18 -2 20 21 22 23 -18 -24 -26 27 -19 -29 -28 right_child=10 2 8 -5 7 6 -8 -9 -10 -11 11 12 13 15 -16 -17 19 26 -20 -21 -22 -23 24 -25 25 -27 29 28 -30 -31 leaf_value=0.040913749765604739 -0.011266041875983878 0.049538952624425293 -0.00064410002233116902 0.0039526297452190029 -0.00564947179081685 -0.0051394522387173229 0.025616480334876825 -0.020902757137377243 -0.018060157797299328 0.01162458762634758 -0.00013312011182303252 0.0061398103855408144 0.0025710802097317011 -0.0022954576597553184 0.031163142418856146 0.0011268260190563143 -0.027151251771003727 -0.00018231318045779712 0.004446081582218318 -1.8924780194356962e-05 -0.0041441411195489615 0.0078007113473028055 0.0018428800173572524 -0.0019066510072839192 0.015978964325994306 0.00065956007118727895 0.01820699959128563 0.0021345880271429652 -0.0046649155708570122 0.0008197125642868552 leaf_weight=21 633 22 4306 177 1464 220 26 79 56 114 65071 1177 105 2587 71 42162 52 7727 205 1182927 1145 1215 6687 1693 366 312 105 820 4826 4923 leaf_count=21 633 22 4306 177 1464 220 26 79 56 114 65071 1177 105 2587 71 42162 52 7727 205 1182927 1145 1215 6687 1693 366 312 105 820 4826 4923 internal_value=4.55173e-06 -0.00157252 -0.00186999 0.00787275 -0.00513359 0.00233286 -0.00188883 -0.00643042 -0.000549522 -0.000327668 1.22716e-05 0.000383346 0.00111232 0.0009806 0.0141054 0.000928979 -2.17201e-05 -0.00116659 -0.00742238 -3.27882e-06 0.00161032 0.00224847 0.00150797 -0.00265893 0.00249524 0.00892933 -0.000881695 -0.00165791 -0.00367739 0.00118281 internal_weight=1.33129e+06 6485 6287 198 1811 268 246 1543 4476 4420 1.32481e+06 111173 46102 44925 176 44749 1.21364e+06 19239 838 1.1944e+06 11470 10325 9110 1745 7365 678 18401 13373 5646 5028 internal_count=1331294 6485 6287 198 1811 268 246 1543 4476 4420 1324809 111173 46102 44925 176 44749 1213636 19239 838 1194397 11470 10325 9110 1745 7365 678 18401 13373 5646 5028 is_linear=0 shrinkage=0.05 Tree=440 num_leaves=31 num_cat=1 split_feature=52 60 28 64 13 36 78 31 120 65 85 126 23 72 66 63 107 28 108 74 134 31 64 135 136 76 83 130 63 54 split_gain=7.135 22.5371 23.0719 21.5179 23.9238 19.0112 33.6257 21.53 17.3478 14.3968 24.1554 22.1472 20.1319 19.5317 16.9938 16.0071 14.3201 21.4731 14.2604 13.8429 20.8119 17.7297 16.3822 22.4926 17.2019 14.7093 14.249 16.2534 13.4575 13.3557 threshold=6.5150001049041757 0.57356831431388866 1027.4500122070315 5.5850000381469735 1.4249999523162844 12.250000000000002 2.8149999380111699 1026.1499633789065 0.061046212911605842 11.164999961853029 0.86420926451683056 0.68832838535308849 5.9849998950958261 0.66375118494033825 42.065000534057624 1.0000000180025095e-35 1.0000000180025095e-35 1008.4500122070314 -0.94244751334190358 0.85432174801826488 1016.8500061035157 1028.549987792969 28.095000267028812 1021.8500061035157 0 16.164999961853031 227.00583648681643 189.50000000000003 0.804622381925583 9.0450000762939471 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=9 2 3 4 -2 -4 -7 -8 -9 14 12 -12 -11 -14 -1 -13 18 -18 -6 20 -3 22 23 25 -24 -21 27 -22 -27 -5 right_child=1 19 5 29 16 6 7 8 -10 10 11 15 13 -15 -16 -17 17 -19 -20 21 26 -23 24 -25 -26 28 -28 -29 -30 -31 leaf_value=1.1004264734721336e-05 0.001427370622784121 -0.00022701355871458954 0.0033339391301194818 0.0025642101863285931 -0.010735109847068021 -0.0042102962315862229 -0.0021373430176431104 0.027097813397931464 0.061258396593963399 0.0019652646967036279 -0.0012149585958418326 -0.0053759230795514083 0.00088202157228130294 -0.0020998271551953564 -0.012286740218975261 0.0017265856778999212 0.039132823385488319 0.0034409257915161821 -0.0015271061227004961 0.00059839274975447942 -0.022678854198361183 0.006388418806913744 -0.0024664165707753314 0.0087282965527098778 0.00019274623767442678 0.0015039876516277219 -0.0029924632768891495 0.0012707561940293421 0.0073123005009993747 0.00085421496858945382 leaf_weight=956746 11917 131525 599 18408 433 114 45 137 51 4129 13228 828 6389 39104 281 18920 49 301 14538 30974 199 1255 7340 961 35242 2579 3840 110 1626 30074 leaf_count=956746 11917 131525 599 18408 433 114 45 137 51 4129 13228 828 6389 39104 281 18920 49 301 14538 30974 199 1255 7340 961 35242 2579 3840 110 1626 30074 internal_value=1.40951e-05 0.000232336 0.000968655 0.000871705 -0.000252815 0.00872881 0.0180416 0.0289287 0.0363648 -4.72688e-05 -0.000680617 0.000368276 -0.00137765 -0.00168106 7.39343e-06 0.00142879 -0.0015597 0.00843779 -0.00179343 -2.94329e-05 -0.000337001 0.00049233 0.000398334 0.00118127 -0.000266156 0.000975105 -0.00382366 -0.0141531 0.00374996 0.00150348 internal_weight=1.33194e+06 292317 76666 75720 27238 946 347 233 188 1.03962e+06 82598 32976 49622 45493 957027 19748 15321 350 14971 215651 135674 79977 78722 36140 42582 35179 4149 309 4205 48482 internal_count=1331942 292317 76666 75720 27238 946 347 233 188 1039625 82598 32976 49622 45493 957027 19748 15321 350 14971 215651 135674 79977 78722 36140 42582 35179 4149 309 4205 48482 cat_boundaries=0 1 cat_threshold=2145 is_linear=0 shrinkage=0.05 Tree=441 num_leaves=31 num_cat=3 split_feature=52 54 92 110 52 54 21 38 13 136 12 24 136 23 28 15 12 27 36 108 14 121 136 31 79 39 127 12 39 11 split_gain=6.75799 18.8745 26.0996 27.3361 28.0714 20.4275 16.3896 17.3207 20.4359 15.4944 21.1678 30.7218 19.696 15.1324 15.8102 27.8748 42.5062 22.3782 20.9127 19.0438 19.3275 18.4359 16.1797 15.2905 15.123 15.0691 15.0296 14.6298 14.4185 17.3057 threshold=1.8149999976158144 2.7350000143051152 -0.4332758337259292 0.72888541221618663 3.9250000715255742 1.4149999618530276 8.2550001144409197 9.5500001907348651 4.8650000095367441 0 2.3950001001358037 271.50000000000006 1 9.3450002670288104 1023.2500000000001 1.9750000238418581 1.6449999809265139 229.50000000000003 10.84999990463257 0.81127843260765087 1.5549999475479128 -0.44618082046508784 2 1023.2500000000001 12.555000305175783 11.150000095367433 0.11319890245795251 2.7549999952316289 10.650000095367433 11.150000095367433 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=6 2 -2 4 5 -4 13 8 -8 -9 24 12 -12 14 23 16 22 18 -17 -18 -21 -20 -16 -1 -11 -7 -10 -14 -19 -30 right_child=1 -3 3 -5 -6 25 7 9 26 10 11 -13 27 -15 15 17 19 28 21 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00017156553012610134 -1.5971526796164315e-05 2.1836276333821631e-05 0.0048409289388282239 -8.1542345948175424e-06 0.0057221079104127579 0.0049935150290770364 0.0036569618924401945 0.001181992201901437 -0.0070204489424617756 0.00066450357071699329 -0.0028315380596348159 -0.0014895047783034033 -0.0024940756530659612 0.0022782767237227554 0.0013664844328309552 0.034266494634234673 -0.0052395445140561644 -0.0055953382641085372 0.038240447683403123 0.014491461621061855 0.0041533864852234042 -0.009276325767124562 -0.0023808131674620506 0.0018268053217352469 0.020956152864812835 0.0004124325190495192 0.029202614878636918 0.0052090392388714837 -0.0035327677511254154 0.00057046373667961835 leaf_weight=633543 43277 436892 4402 14387 5954 2058 1322 40731 36 47224 1375 32213 733 6233 4085 77 457 4016 26 523 3335 95 9729 9719 92 14053 140 3874 7406 3935 leaf_count=633543 43277 436892 4402 14387 5954 2058 1322 40731 36 47224 1375 32213 733 6233 4085 77 457 4016 26 523 3335 95 9729 9719 92 14053 140 3874 7406 3935 internal_value=1.33895e-05 0.000153896 0.000839682 0.00174608 0.00269965 0.00182237 -7.68873e-05 0.000442952 0.00578781 0.00037953 -2.84087e-06 -0.000878425 0.00241223 -0.000174086 -0.000196666 -0.00125262 7.97132e-05 -0.00280542 0.0138966 0.00441161 0.00555484 0.00093389 -0.00127342 -0.000141372 0.000703958 0.000997615 0.0217934 0.0039748 -0.00302076 -0.00210906 internal_weight=1.33194e+06 521023 84131 40854 26467 20513 810919 127740 1498 126242 85511 38195 5982 683179 676946 33684 18129 15555 198 4315 3858 121 13814 643262 47316 16111 176 4607 15357 11341 internal_count=1331942 521023 84131 40854 26467 20513 810919 127740 1498 126242 85511 38195 5982 683179 676946 33684 18129 15555 198 4315 3858 121 13814 643262 47316 16111 176 4607 15357 11341 cat_boundaries=0 1 2 3 cat_threshold=25 2594 658 is_linear=0 shrinkage=0.05 Tree=442 num_leaves=31 num_cat=1 split_feature=5 127 85 52 54 66 54 72 16 31 126 29 110 87 18 39 39 69 86 8 31 77 67 67 1 36 14 36 79 136 split_gain=6.38125 10.5886 8.93427 6.4127 20.2945 15.2083 18.1026 13.5351 13.8133 13.9243 23.172 31.4124 22.5568 20.2562 22.7758 24.9688 16.961 20.3373 16.0537 15.4755 15.0065 15.9302 21.9174 16.294 17.3213 16.0169 14.9972 31.7732 28.7179 18.103 threshold=18.150000572204593 -0.88697704672813404 0.87205287814140331 6.5150001049041757 8.1750001907348651 0.67500001192092907 3.5849999189376835 0.65871793031692516 8.7100000381469744 1018.4500122070314 0.66259482502937328 1020.0499877929689 -0.61962181329727162 0.80217823386192333 14.550000190734865 15.34999990463257 14.949999809265138 328.87080383300787 0.72327554225921642 15.250000000000002 1022.8500061035157 6.6150000095367441 26.07499980926514 31.585000038146976 140.50000000000003 13.949999809265138 2.9450000524520878 15.34999990463257 5.3450000286102304 0 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=3 2 -2 -1 5 -5 -7 -6 -9 -10 11 12 13 14 15 -11 17 -14 -12 -18 21 22 -13 -23 -25 -26 27 29 -29 -24 right_child=1 -3 -4 4 7 6 -8 8 9 10 18 20 16 -15 -16 -17 19 -19 -20 -21 -22 23 26 24 25 -27 -28 28 -30 -31 leaf_value=-4.3657956361322138e-05 -0.0028293959983866739 -0.015406170618371108 0.028337072184378351 -0.0014255114160813484 -0.00089308852380509782 0.0041128115910507952 0.0010271453659538303 0.0029080230461237711 -0.00025225664686364687 0.016628332904052783 -0.0028836507908275603 0.00032750704954875203 0.001679355650796137 -0.0022688086510065215 0.003492893727668471 0.057101620243089957 0.0058609420515848363 0.039327693603829379 0.00015053632943130255 0.042580496860218461 0.00178834671877712 -0.0039349786620265104 0.016504000551483062 -0.0034818978336142825 0.00096542269828548549 0.011063524934998445 -0.0025243898348725705 0.097607746971771131 0.024812581925652923 -0.0067047263950285492 leaf_weight=1039435 155 176 27 5454 34669 5318 44753 4524 112206 540 4884 5125 9998 266 361 41 2718 36 40589 29 11473 4804 270 1596 1633 517 166 20 42 117 leaf_count=1039435 155 176 27 5454 34669 5318 44753 4524 112206 540 4884 5125 9998 266 361 41 2718 36 40589 29 11473 4804 270 1596 1633 517 166 20 42 117 internal_value=1.2719e-05 -0.00666185 0.0017942 1.45135e-05 0.000221481 0.00108177 0.00135487 1.96113e-05 0.000176292 0.000113696 0.000595504 0.00147729 0.00338471 0.00991548 0.0133561 0.0194845 0.00276746 0.00181443 -0.000175349 0.00624859 0.000441589 -0.000639681 0.00139779 -0.00200753 0.0004643 0.00339366 0.0103168 0.0150644 0.0482949 0.00974062 internal_weight=1.33194e+06 358 182 1.33158e+06 292149 55525 50071 236624 201955 197431 85225 39752 13989 1208 942 581 12781 10034 45473 2747 25763 14290 5740 8550 3746 2150 615 449 62 387 internal_count=1331942 358 182 1331584 292149 55525 50071 236624 201955 197431 85225 39752 13989 1208 942 581 12781 10034 45473 2747 25763 14290 5740 8550 3746 2150 615 449 62 387 cat_boundaries=0 1 cat_threshold=966 is_linear=0 shrinkage=0.05 Tree=443 num_leaves=31 num_cat=1 split_feature=63 60 52 64 68 37 79 67 64 52 33 79 67 19 18 60 87 134 104 136 16 128 128 52 120 79 7 39 32 28 split_gain=6.0317 21.2073 16.502 21.9462 39.7126 34.3627 13.9354 17.9083 30.3567 18.0896 21.7108 19.2985 17.899 17.8848 20.702 19.0625 16.3702 15.8838 14.8271 16.903 14.6887 14.2225 16.8932 14.1924 14.4281 21.5449 14.0184 18.3728 15.19 13.4534 threshold=0.6726815700531007 0.62879812717437755 9.7150001525878924 22.134999275207523 203.85314941406253 11.150000095367433 1.0950000286102297 16.704999923706058 24.945000648498539 52.460000991821296 10.650000095367433 43.924999237060554 51.120000839233406 14.550000190734865 14.550000190734865 0.7659481167793275 0.74983572959899913 1008.9500122070314 -0.98657104372978199 0 14.550000190734865 118.50000000000001 162.50000000000003 66.134998321533217 -0.73724925518035878 18.775000572204593 0.35000000894069677 15.650000095367433 12.34999990463257 1026.7500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 -5 -3 -8 12 10 20 13 18 14 15 23 -12 -13 26 -20 -10 -14 -23 -11 25 -25 27 28 -9 -18 right_child=1 6 -4 4 -6 -7 7 8 9 11 16 17 21 -15 -16 -17 29 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-3.1836580024092407e-05 0.0012428855874849218 0.0035341281836133252 0.0028016088223713951 0.075530060033003499 -0.0028379131131808602 0.0047400654069497256 -0.00074279577020824601 0.031405928957850694 0.0014738334920777205 0.0038496180462469043 -0.0048645485297293444 -0.0028513028214854695 0.0060245938679158485 -0.00014124369608196948 -0.0003419207075200695 0.0030912643527480671 -0.0015190727742216599 -0.02007116906858724 -0.0018313545965475569 0.0015865517272060582 -0.0071142251666363636 0.058678355813026432 0.012908346231819856 0.061857673296561611 0.012078901628539418 0.013454046012235009 0.0037259323009186732 0.04984197523948309 -0.0053429855399632032 0.0062436725259353608 leaf_weight=1138013 25009 2728 12289 30 5129 40 59624 47 8731 471 3832 1752 1094 13653 3919 5971 19031 145 4382 20551 528 28 72 39 503 56 3593 37 70 575 leaf_count=1138013 25009 2728 12289 30 5129 40 59624 47 8731 471 3832 1752 1094 13653 3919 5971 19031 145 4382 20551 528 28 72 39 503 56 3593 37 70 575 internal_value=1.20867e-05 0.000269837 0.00125685 0.000628415 -0.0023274 0.0350786 -7.15089e-06 -7.21163e-05 0.00037679 -0.000278859 -0.0010658 0.000691783 0.00167619 0.00106632 0.00257074 0.00419214 -0.0018756 -0.00416753 0.00142647 0.000985753 0.000984094 0.00767446 0.0257239 0.0103412 0.0154541 0.033325 0.00435909 0.0191313 0.0094194 -0.00129141 internal_weight=1.33194e+06 193929 42497 30208 5199 70 151432 148704 89080 59206 32697 26509 29874 24612 10959 7040 23438 1897 28680 24933 9259 1194 100 1069 598 95 3747 154 117 19606 internal_count=1331942 193929 42497 30208 5199 70 151432 148704 89080 59206 32697 26509 29874 24612 10959 7040 23438 1897 28680 24933 9259 1194 100 1069 598 95 3747 154 117 19606 cat_boundaries=0 1 cat_threshold=6240 is_linear=0 shrinkage=0.05 Tree=444 num_leaves=31 num_cat=3 split_feature=33 39 12 136 65 35 34 136 35 0 37 127 4 86 34 136 35 76 34 20 30 17 122 34 13 28 19 70 32 32 split_gain=5.93286 15.3265 10.9835 11.4057 8.24302 7.28603 33.6594 22.7446 21.0219 20.3481 22.0433 26.0442 27.1958 19.1889 24.8982 27.4338 19.4568 19.5269 22.7432 19.17 18.5039 26.7516 18.485 18.3464 17.7539 17.0238 24.6909 16.9445 16.1575 16.0777 threshold=18.44999980926514 17.650000572204593 1.3350000381469729 0 14.355000019073488 11.84999990463257 12.449999809265138 1 13.34999990463257 188.50000000000003 10.550000190734865 -0.96359375119209278 5.6499998569488534 0.83517611026763927 11.449999809265138 2 10.650000095367433 17.564999580383304 10.650000095367433 4.3350000381469735 1007.9500122070314 13.344999790191652 -0.13052122294902799 13.750000000000002 2.5149999856948857 1016.0499877929689 18.219999313354496 278.23966979980474 1.0000000180025095e-35 10.34999990463257 decision_type=2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 -3 4 -4 7 9 24 -8 -7 11 12 -11 19 16 -16 25 -18 -19 -9 21 -12 -14 -10 -1 26 -15 -21 -27 -23 right_child=1 2 3 -5 -6 6 8 13 23 10 20 -13 22 14 15 -17 17 18 -20 27 -22 29 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.0011716193643051332 -0.0039830585210936251 0.0001970006240729227 6.3627715262946954e-05 -0.0042040304757075672 -0.0041555643020659734 2.2028773843567198e-05 -0.00049870750466896995 0.0076220665504789622 0.00076599968251221001 0.0035563316512852911 -0.0072096511858211589 0.0042955097483377697 0.088676473951858029 0.00018571588427041872 0.00035504609088321358 -0.0034538684826124094 -0.00052974082543768338 0.0054428540425117472 0.00084381621704948293 -8.1778191840853697e-05 0.0012776967409232475 -0.018410303344917969 0.028653314698423294 1.2679175115376866e-06 -0.0059680779942547233 0.0019436170421904592 0.019297963617592832 0.00075741196137139822 -0.0022264360297825528 0.0096147300280702841 leaf_weight=24388 3041 29930 6827 3111 1394 45438 170521 850 95759 50 1413 3944 23 14356 7072 14269 12850 3850 8908 271568 75383 58 29 433344 2095 2612 171 77266 20987 435 leaf_count=24388 3041 29930 6827 3111 1394 45438 170521 850 95759 50 1413 3944 23 14356 7072 14269 12850 3850 8908 271568 75383 58 29 433344 2095 2612 171 77266 20987 435 internal_value=1.14823e-05 -0.000557423 -0.000304954 -0.00163071 -0.000651011 3.10563e-05 0.000119913 -0.000128146 -1.59218e-05 0.000869544 0.00134301 0.00494064 0.0298855 -4.14694e-05 -0.000714925 -0.00219312 -0.000219959 0.000846006 0.00223167 0.000122375 0.00115468 -0.00371072 0.055202 0.000139672 -0.00155047 -0.000935933 0.00041069 0.000104101 -0.00176488 0.00631767 internal_weight=1.33194e+06 44303 41262 11332 8221 1.28764e+06 826397 461242 699624 126773 81335 4046 102 434759 85075 21341 63734 25608 12758 349684 77289 1906 52 529103 26483 38126 14527 348834 23599 493 internal_count=1331942 44303 41262 11332 8221 1287639 826397 461242 699624 126773 81335 4046 102 434759 85075 21341 63734 25608 12758 349684 77289 1906 52 529103 26483 38126 14527 348834 23599 493 cat_boundaries=0 1 2 3 cat_threshold=5385 7200 530 is_linear=0 shrinkage=0.05 Tree=445 num_leaves=31 num_cat=2 split_feature=28 31 125 40 4 31 88 136 119 136 79 67 55 67 52 55 108 12 29 124 54 110 39 28 12 31 9 37 75 118 split_gain=6.25334 18.5754 22.7943 21.5092 25.7179 22.1802 25.5511 19.6131 18.3305 19.9946 16.9877 41.6693 22.2676 18.4377 16.9909 16.8982 16.8029 15.7389 19.3476 15.0763 14.5136 14.4343 21.3368 23.1987 14.3859 14.2826 13.9657 13.7971 24.568 16.6294 threshold=1017.9500122070314 1019.3500061035157 0.66259482502937328 8.3499999046325701 9.3499999046325701 1024.2500000000002 -0.14315734058618543 0 0.63605400919914257 1 6.7550001144409189 12.444999694824221 17.185000419616703 14.704999923706056 6.1250000000000009 6.4949998855590829 0.21709325164556506 1.7649999856948855 1031.850036621094 -1.0000000180025095e-35 34.885000228881843 0.25679993629455572 13.150000095367433 1024.4500122070315 1.1250000000000002 1023.4500122070314 9.0500001907348651 11.550000190734865 0.67224335670471203 0.30069434642791754 decision_type=2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 19 -7 25 10 -10 11 20 17 -12 24 -16 -6 18 -13 -3 27 22 -14 -24 -15 -4 -18 28 29 -2 right_child=8 2 7 -5 16 6 -8 -9 9 -11 13 12 21 14 15 -17 26 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=3.8363259619478488e-05 0.0015088216957830265 0.0075062127252868002 0.0023195176692633636 -0.00035430702209727068 -0.0050812730555738579 -0.0049647054902743556 0.067995209793249772 -0.0026488903938072968 -0.00024805244272999271 -0.0018921839117775749 -0.0014922420665715551 0.0021293953310031828 -0.0009131627593459478 0.029796203569923008 0.0045048261875307765 0.00017362032332273589 0.024676026600102582 0.0075338599030253727 0.04004989580579979 0.0028324571181954474 -0.0025016551004725571 -0.00054234034304762675 0.0050383609312120827 0.024599623172630179 -0.0018612492074261255 -0.023093404890304165 0.0022513604272508068 -9.5774488958647329e-05 0.0042996582525015028 -0.00044817537288829211 leaf_weight=891176 20821 3811 4354 3669 1067 20 30 4684 51512 28847 34472 3152 1732 36 2374 43812 75 3111 34 3153 5452 5373 2354 162 11339 56 935 176196 4684 22679 leaf_count=891176 20821 3811 4354 3669 1067 20 30 4684 51512 28847 34472 3152 1732 36 2374 43812 75 3111 34 3153 5452 5373 2354 162 11339 56 935 176196 4684 22679 internal_value=3.42054e-07 7.36799e-05 0.00151385 0.00287708 0.00418122 0.00562838 0.0388112 -0.000398938 -0.000159794 -0.000838523 1.67634e-06 0.000218668 0.00269263 -0.000577744 -3.00712e-05 0.000396248 -0.000705823 0.00500419 0.00253407 0.00539014 4.73237e-05 0.0011797 0.00335778 0.00629787 -0.00176106 0.0019923 0.00391656 0.000109259 0.000859011 0.000488529 internal_weight=1.33117e+06 913030 21854 12760 9091 7014 50 9094 418142 80359 337783 245750 15918 92033 57561 46186 2077 6297 3186 6964 229832 9621 4248 2516 11375 4410 1010 224380 48184 43500 internal_count=1331172 913030 21854 12760 9091 7014 50 9094 418142 80359 337783 245750 15918 92033 57561 46186 2077 6297 3186 6964 229832 9621 4248 2516 11375 4410 1010 224380 48184 43500 cat_boundaries=0 1 2 cat_threshold=7969 2457 is_linear=0 shrinkage=0.05 Tree=446 num_leaves=31 num_cat=1 split_feature=80 112 136 53 76 2 35 32 43 124 18 11 9 11 82 39 121 76 14 31 6 35 120 118 8 9 18 10 4 120 split_gain=7.04686 26.7921 13.916 17.3112 14.6637 19.9752 14.0792 35.2797 37.4288 20.0185 14.3786 19.8813 21.6852 18.2786 13.8085 11.8476 22.7777 14.365 14.888 11.3529 11.1517 11.029 10.7597 10.7173 11.999 12.4807 11.2613 10.7532 26.6155 28.5521 threshold=313.04330444335943 -0.88697704672813404 0 0.21499999612569812 13.644999980926515 320.50000000000006 7.9500000476837167 8.3499999046325701 5.2500000000000009 0.04361772537231446 7.4149999618530282 14.050000190734865 6.7500000000000009 3.4500000476837163 339.24617004394537 9.9499998092651385 -0.3172925859689712 19.394999504089359 4.2349998950958261 1021.9500122070314 9.1500000953674334 7.6499998569488534 -0.46173103153705591 0.77159520983695995 2.9500000476837163 4.8500001430511483 14.550000190734865 5.1499998569488534 4.7500000000000009 0.87878364324569713 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 21 3 -3 -4 14 -5 8 9 -8 11 12 -9 -14 -6 -11 17 -17 -19 22 -18 -2 -7 24 25 -1 -25 28 -26 -30 right_child=1 2 4 6 5 19 7 10 -10 15 -12 -13 13 -15 -16 16 20 18 -20 -21 -22 -23 -24 26 27 -27 -28 -29 29 -31 leaf_value=-0.00036071195610798174 -0.008033324536577029 -0.0022560579253474472 -0.0020403451880628173 -0.0044518538371408397 -0.0014566749562083532 0.0017760261260027351 -0.0062491104059035386 0.0038435326519169915 0.068871307072158036 0.0063656365946226897 9.6783309646565074e-05 0.0055032420035562831 -0.0078255957489987444 0.00025138555213983686 -0.041104230013760651 0.0090907707269902212 0.0034669235043613051 0.067281639734481244 0.016642847160498301 0.005345262775088894 0.025562554137123862 -0.0018173619104168163 -0.0015237842247035581 -0.00076071547887962207 0.0001305921221097857 0.0011765534285384472 0.0016846096924457367 3.3942923655320375e-05 0.0014585714618442645 -0.0024675668644527152 leaf_weight=198708 742 6332 15634 1440 12409 7868 196 4420 26 477 68095 2889 761 8805 22 28 174 47 21 1515 85 18650 3601 61575 231056 14143 5098 589615 71790 4950 leaf_count=198708 742 6332 15634 1440 12409 7868 196 4420 26 477 68095 2889 761 8805 22 28 174 47 21 1515 85 18650 3601 61575 231056 14143 5098 589615 71790 4950 internal_value=3.23153e-07 -0.000317461 -6.75573e-05 0.000268474 -0.000835243 -9.42543e-05 0.000451269 0.000533345 0.00962484 0.00812638 0.000420571 0.00172714 0.000947132 -0.000391159 -0.00152684 0.0115129 0.0184291 0.0392321 0.0516432 0.00127732 0.0107184 -0.0020552 0.000739962 4.19687e-05 7.8943e-05 -0.000258568 -0.000573739 0.000158995 0.000398545 0.00120532 internal_weight=1.33117e+06 154237 134845 93796 41049 25415 87464 86024 1054 1028 84970 16875 13986 9566 12431 832 355 96 68 12984 259 19392 11469 1.17694e+06 1.11026e+06 212851 66673 897411 307796 76740 internal_count=1331172 154237 134845 93796 41049 25415 87464 86024 1054 1028 84970 16875 13986 9566 12431 832 355 96 68 12984 259 19392 11469 1176935 1110262 212851 66673 897411 307796 76740 cat_boundaries=0 1 cat_threshold=1428 is_linear=0 shrinkage=0.05 Tree=447 num_leaves=31 num_cat=0 split_feature=34 28 76 31 79 111 28 30 124 7 2 76 78 127 25 28 13 31 9 21 3 124 110 13 67 124 37 8 124 31 split_gain=6.1556 15.2104 16.1567 15.9793 18.8039 21.9093 14.4958 20.0535 26.2407 29.1097 68.9775 26.1981 22.53 20.7948 18.5306 17.8056 17.3748 16.6969 18.0746 16.1685 27.2368 32.2814 27.08 24.0441 27.8534 25.0565 19.8784 19.8428 32.4218 25.0136 threshold=14.84999990463257 1022.5499877929689 8.9349999427795428 1023.3500061035157 5.6949999332427987 0.37623023986816412 1015.9500122070314 1016.0499877929689 -0.36648726463317866 7.2500000000000009 341.50000000000006 7.6449999809265146 15.045000076293947 -0.07845610752701758 274.50000000000006 1012.3500061035157 3.9850000143051152 1014.6499938964845 14.550000190734865 6.3550000190734872 305.50000000000006 -0.8338540494441985 -0.18813578039407727 2.4750000238418584 16.464999198913578 0.87032255530357372 9.8499999046325701 13.34999990463257 -0.026175950653851029 1013.2500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 -2 -3 -4 5 -5 7 19 9 11 13 16 -13 -11 -14 -15 -9 18 -8 20 21 -1 23 24 -23 -26 -25 -24 29 -29 right_child=1 2 3 4 -6 -7 17 8 -10 10 -12 12 14 15 -16 -17 -18 -19 -20 -21 -22 22 27 26 25 -27 -28 28 -30 -31 leaf_value=-0.001728347872653092 -0.00014100334522518468 -0.0034388184691743514 -0.0028389690723393045 0.0747294401905189 0.0075164615603374486 0.0056504843777722934 -0.001067282597672861 0.004680201368915205 0.00065205834223083532 0.0062367854739345087 0.1002339733498437 -0.0058553221438227806 0.025008245265468888 0.067564604915678506 0.00076387590847741397 0.01828009788740052 -0.013757388460679152 -5.6468823391065307e-05 -0.0074178606973758932 0.00040880087439086198 -0.00085046669642205959 0.004114019739858565 0.00024873841155343768 0.045721102098468691 0.014363081522270641 0.070241748096997889 -0.004686186655438857 0.0043226498280909209 0.0017674339944921324 0.021315902801717274 leaf_weight=15066 311893 5889 379 24 322 22 24998 5193 28949 1185 21 1357 112 20 266 219 131 501628 1173 269811 85184 4870 64114 20 449 21 886 475 6097 398 leaf_count=15066 311893 5889 379 24 322 22 24998 5193 28949 1185 21 1357 112 20 266 219 131 501628 1173 269811 85184 4870 64114 20 449 21 886 475 6097 398 internal_value=3.06996e-07 -0.000191402 -0.00256013 0.004367 0.0117884 0.0416917 6.06094e-05 0.000257986 0.00136937 0.00381122 0.0102769 0.00248768 -0.00284816 0.0089503 0.00794739 0.0224043 0.00422653 -0.000120704 -0.00135192 0.000164947 -0.000205558 0.000389012 0.000801532 0.00395803 0.00523584 0.0168598 -0.00357344 0.000524178 0.00305782 0.0120699 internal_weight=1.33117e+06 318529 6636 747 368 46 1.01264e+06 484844 37453 8504 1445 7059 1735 1424 378 239 5324 527799 26171 447391 177580 92396 77330 6246 5340 470 906 71084 6970 873 internal_count=1331172 318529 6636 747 368 46 1012643 484844 37453 8504 1445 7059 1735 1424 378 239 5324 527799 26171 447391 177580 92396 77330 6246 5340 470 906 71084 6970 873 is_linear=0 shrinkage=0.05 Tree=448 num_leaves=31 num_cat=2 split_feature=2 0 116 8 136 20 23 28 3 28 129 109 19 19 16 136 12 10 127 7 107 12 111 11 19 15 132 5 39 21 split_gain=5.64471 25.7137 28.1442 34.8563 34.5214 23.5271 29.8887 35.4165 26.9364 22.7719 26.158 23.3146 21.8737 32.0943 25.0353 45.0506 29.5677 17.914 17.7807 54.7463 26.4285 26.4302 22.5862 25.7383 20.3207 17.7697 20.7399 19.2627 18.5771 21.4522 threshold=249.50000000000003 232.50000000000003 0.14780378341674807 8.4499998092651385 0 6.9149999618530282 7.8450000286102304 1009.2500000000001 275.50000000000006 1003.2500000000001 307.50000000000006 -0.94364041090011586 9.5450000762939471 14.550000190734865 6.4600000381469735 1 2.245000004768372 12.949999809265138 -0.82409480214118946 5.0499999523162851 -0.8673240840435027 3.1550000905990605 -0.017508870922029015 8.0500001907348651 8.7100000381469744 3.3750000000000004 1019.7500000000001 10.650000095367433 12.650000095367433 7.2950000762939462 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 17 -5 6 -3 8 -8 10 -6 -11 25 14 15 16 -14 -4 19 -2 -21 24 23 -20 -22 -1 27 28 -27 -30 right_child=18 5 3 4 9 -7 7 -9 -10 11 -12 -13 13 -15 -16 -17 -18 -19 22 20 21 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.00079053815096583155 1.339799016653033e-05 0.0012232701031267192 -0.00016475624955445184 -0.0045829220456981888 0.0057710631892196294 0.00013078445284894376 0.01658954440406861 0.0051264184548505355 0.060074197551390776 -0.0084975888292879199 -0.00031891383398424921 -0.0014842894486288148 0.01673091357951375 -0.00033094668038481363 0.001113178354720021 0.00090262819859411115 9.922810018502383e-05 0.006623130824063639 -0.0018043035863922917 0.011106664917246992 -0.00090498769732659577 -0.0015447205447268175 -6.8954842386334615e-05 0.0018751288663610294 0.0085944978400610932 0.0036871873064512535 -0.043171750365392024 -0.00107606313198102 -0.00091460499102325463 0.02364333425813523 leaf_weight=41618 23657 58133 189592 8275 2194 75704 138 2295 48 1242 8981 25828 1037 47091 83148 2221 360 977 34240 1485 747 1693 710664 5519 2285 679 23 854 123 321 leaf_count=41618 23657 58133 189592 8275 2194 75704 138 2295 48 1242 8981 25828 1037 47091 83148 2221 360 977 34240 1485 747 1693 710664 5519 2285 679 23 854 123 321 internal_value=2.91645e-07 0.00012283 -7.3056e-05 -0.000429492 -0.00165654 0.00071855 0.00145264 0.00682711 0.0278114 -0.0010219 0.000876738 -0.00180607 0.000403107 0.000719973 0.00129034 0.00536192 0.0123566 -0.000129956 -8.62201e-05 0.00111017 0.00528834 0.00345972 -0.000133837 -0.00129356 0.00625409 -0.000569304 0.00403435 0.00458354 0.00888746 0.0168401 internal_weight=1.33117e+06 550882 414564 237089 46520 136318 60614 2481 186 38245 11175 27070 177475 133857 86766 3618 1397 190569 780290 29867 6210 4725 750423 39759 3032 43618 2000 1977 1123 444 internal_count=1331172 550882 414564 237089 46520 136318 60614 2481 186 38245 11175 27070 177475 133857 86766 3618 1397 190569 780290 29867 6210 4725 750423 39759 3032 43618 2000 1977 1123 444 cat_boundaries=0 1 2 cat_threshold=5161 846 is_linear=0 shrinkage=0.05 Tree=449 num_leaves=31 num_cat=1 split_feature=80 113 9 20 29 67 136 123 2 12 15 64 135 29 21 4 29 7 37 4 79 35 36 64 108 30 86 115 22 39 split_gain=6.26117 20.4424 12.5695 14.8131 23.737 15.4094 13.2392 20.2377 19.7328 12.8068 11.1343 13.8733 11.1885 11.0276 11.005 10.9658 11.0418 10.5993 10.4409 10.2951 15.2118 11.0957 11.6832 9.77983 9.72022 9.24315 9.21197 9.03597 8.90685 17.9516 threshold=317.75256347656256 -0.8338540494441985 2.8500000238418584 6.4549999237060556 1015.7500000000001 37.215000152587898 0 -0.21643137186765668 340.50000000000006 0.9650000035762788 0.92500001192092907 0.80500000715255748 1017.4500122070314 1011.2500000000001 5.3750000000000009 15.449999809265138 1013.8500061035157 4.7500000000000009 11.449999809265138 7.4500000476837167 45.725000381469734 11.84999990463257 11.150000095367433 3.6049998998641972 0.98243430256843578 1008.3500061035157 0.84711521863937389 -0.58068084716796864 5.4749999046325692 8.7500000000000018 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 -3 9 10 8 23 -6 14 24 15 -10 -4 28 25 -15 -19 -9 21 -21 -23 -8 -12 -17 -22 -25 29 -13 right_child=1 2 6 -5 5 -7 7 19 13 -11 11 12 -14 17 -16 16 -18 18 -20 20 26 22 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=3.1380693578197839e-05 -0.0020047722917603795 0.00052704263718696262 0.013829894314032474 -0.00038446880669945117 -0.0052951064338353842 0.050266782717772011 -0.0025652254375258966 -0.001205757273381264 -0.0051679274620932292 0.0072300792069179137 -0.0030971438884703478 0.047064405578103936 -0.0046813845835891677 -0.0022672710488360996 -7.5458028408134509e-05 0.018957990333601311 0.017681556680275361 0.0083271261355583586 0.0014392583401440706 -0.0076032599716391279 -0.01794073284930877 0.005320962543103558 -0.0046115736408190201 -0.00074626191880507729 -0.015914235383885481 -0.0041000581845193288 0.0085362484430995169 0.0032350163474076758 4.6431462538300174e-06 0.0018268575670474009 leaf_weight=1229969 16213 4035 296 6343 222 20 6232 3482 344 2529 1509 22 1103 504 274 57 183 1457 884 2652 37 377 1379 7796 164 183 293 1744 33949 6920 leaf_count=1229969 16213 4035 296 6343 222 20 6232 3482 344 2529 1509 22 1103 504 274 57 183 1457 884 2652 37 377 1379 7796 164 183 293 1744 33949 6920 internal_value=2.75681e-07 -0.000377759 -6.73836e-05 0.00135391 0.00297404 0.00653724 -0.000327523 -0.00119732 -0.000299458 0.00621932 0.000202078 0.000112357 0.000288501 0.00328769 0.00714557 0.000421187 0.00843031 0.0043101 0.00572615 -0.00326987 -0.00478681 -0.00556198 -0.00247913 -0.00102476 -0.00435357 0.00137623 0.00556762 -1.84475e-05 0.000338336 0.00197022 internal_weight=1.33117e+06 101203 84990 13149 6806 2771 71841 27181 18961 2751 44660 44090 42417 3189 570 41314 423 2845 2341 8220 4738 4408 1756 15772 1673 240 330 9540 40891 6942 internal_count=1331172 101203 84990 13149 6806 2771 71841 27181 18961 2751 44660 44090 42417 3189 570 41314 423 2845 2341 8220 4738 4408 1756 15772 1673 240 330 9540 40891 6942 cat_boundaries=0 1 cat_threshold=1300 is_linear=0 shrinkage=0.05 Tree=450 num_leaves=31 num_cat=2 split_feature=124 108 71 20 11 37 127 8 69 31 20 36 13 87 8 30 121 40 33 116 136 36 5 42 8 84 98 10 42 136 split_gain=7.13567 22.1688 16.7693 17.2172 16.827 16.5763 13.405 13.8816 13.1183 12.5439 10.8969 10.1967 14.7153 11.7657 15.1705 11.1793 10.1708 13.2133 14.1534 10.039 10.024 13.5299 14.4918 20.2225 13.3051 12.0756 14.4129 11.3309 9.77086 9.75483 threshold=-0.96811076998710621 -0.77605792880058277 285.41943359375006 4.9449999332427987 11.449999809265138 12.949999809265138 -0.84335932135581959 23.550000190734867 320.88272094726568 1021.6499938964845 7.4549999237060556 10.750000000000002 3.1350001096725468 0.82614699006080639 4.5499999523162851 1025.1499633789065 -0.095842104405164705 7.6499998569488534 11.750000000000002 -0.99535831809043873 0 11.150000095367433 10.550000190734865 8.9499998092651385 7.3500001430511483 0.82185938954353344 -0.98735436797142018 10.949999809265138 9.3499999046325701 1 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 left_child=1 2 4 -4 5 -1 7 11 19 -8 -9 16 20 15 -15 -14 17 -3 28 -5 21 22 -13 -24 27 -26 -27 -23 -19 -11 right_child=-2 6 3 8 -6 -7 9 10 -10 29 -12 12 13 14 -16 -17 -18 18 -20 -21 -22 24 23 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0068549146300014314 1.6607187064859719e-05 -0.0019789811934102148 0.014049377034617856 -0.025717536235475038 0.0013228008822950851 0.00119149154737959 0.00011006233185561524 0.054484447336435551 0.028474895011944074 0.0098091882344306224 0.0022903177549596877 0.0022830248466942618 0.0017270849714323109 0.047446635410446553 0.0080248096135336084 -0.014786089966960606 -0.0049556599711843355 0.021123274986489884 0.045236188013638767 -0.0079063758123661225 -0.00066779606050082138 -0.0019629466310848126 0.00013491596539758822 0.06873121405508191 -0.0081972604829020235 0.030962104740184411 -0.0031777359683870933 0.019935571495825272 -0.0028379958457662724 0.0021668830267743593 leaf_weight=1988 1261771 834 91 83 2494 944 31468 20 24 470 20 258 4293 29 154 105 2903 72 28 1689 13781 1868 22 21 1856 43 110 61 104 3407 leaf_count=1988 1261771 834 91 83 2494 944 31468 20 24 470 20 258 4293 29 154 105 2903 72 28 1689 13781 1868 22 21 1856 43 110 61 104 3407 internal_value=-1.05125e-05 -0.000504719 -0.0031082 -0.00716827 -0.00169623 -0.00426426 -0.000197272 -0.00104554 -0.00824333 0.000440687 0.0283874 -0.0010899 -0.000680662 0.00184973 0.014272 0.00133284 -0.0034368 0.000811047 0.0122173 -0.00874065 -0.00132393 -0.00344732 0.00676194 0.0336354 -0.00423642 -0.00708427 0.00641712 -0.00127046 0.00696434 0.00312423 internal_weight=1.33101e+06 69240 7313 1887 5426 2932 61927 26582 1796 35345 40 26542 22601 4581 183 4398 3941 1038 204 1772 18020 4239 301 43 3938 2009 153 1929 176 3877 internal_count=1331011 69240 7313 1887 5426 2932 61927 26582 1796 35345 40 26542 22601 4581 183 4398 3941 1038 204 1772 18020 4239 301 43 3938 2009 153 1929 176 3877 cat_boundaries=0 1 2 cat_threshold=24 514 is_linear=0 shrinkage=0.05 Tree=451 num_leaves=31 num_cat=1 split_feature=124 108 71 11 55 37 32 36 121 110 72 69 127 4 33 31 31 13 24 36 127 11 24 13 52 2 127 75 110 136 split_gain=6.43782 20.0086 15.1343 15.3621 13.9475 13.3153 13.2989 14.8498 12.8333 14.9202 12.9424 23.3529 12.0155 13.4823 17.7354 11.9491 11.3594 10.8736 10.3844 10.3662 9.60647 21.8336 43.2856 22.7201 21.8468 21.0028 20.963 21.4618 20.6264 18.5809 threshold=-0.96811076998710621 -0.77605792880058277 285.41943359375006 10.34999990463257 0.42499999701976782 12.449999809265138 13.449999809265138 12.150000095367433 -0.23343648016452787 -0.76745969057083119 0.82430273294448864 281.18339538574224 -0.81408452987670887 15.84999990463257 12.949999809265138 1021.6499938964845 1020.0499877929689 1.0649999976158144 275.50000000000006 10.750000000000002 0.35019405186176306 7.6499998569488534 293.50000000000006 3.2150000333786015 1.8149999976158144 299.50000000000006 -0.59480014443397511 0.86968448758125316 -0.33082792162895197 0 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=1 2 3 5 -4 6 -1 -8 9 10 -3 -12 13 19 -15 -14 -7 -6 -18 -10 21 -2 -23 24 -24 -26 27 -27 -22 -25 right_child=20 8 4 -5 17 16 7 -9 12 -11 11 -13 15 14 -16 -17 18 -19 -20 -21 28 22 23 29 25 26 -28 -29 -30 -31 leaf_value=-0.0090453380657464829 5.9553090996819984e-06 0.0042174588596321531 0.025918916566297412 0.00087985336050415441 0.014125725700470963 -0.0017591091871357251 0.020998545081697798 -0.021596656919323973 -0.0040063721019111655 0.00084332949612266625 0.010991525806289596 0.0617156787426211 -0.00022245891590832201 0.0041807947358307998 0.046108893747441475 0.0032295506884825196 0.00069154241099590209 -0.008056050300562792 0.03722706225675506 -0.0010520204288618964 -0.0035338746431644607 0.0013953668329954292 -0.0013994200361840937 -0.0073891156622980835 0.00090797796401774792 0.012148757468980219 0.0020758243175527163 0.044092570642223126 -8.4250710126071432e-05 -0.0017048943963273297 leaf_weight=1310 428977 191 32 2891 57 1043 76 28 3499 15117 78 32 20404 107 33 2858 41 1798 37 19608 4360 83703 12950 1753 12974 381 575 61 708117 7920 leaf_count=1310 428977 191 32 2891 57 1043 76 28 3499 15117 78 32 20404 107 33 2858 41 1798 37 19608 4360 83703 12950 1753 12974 381 575 61 708117 7920 internal_value=-9.98263e-06 -0.000479401 -0.00295279 -0.00161142 -0.00680986 -0.00445255 -0.00767907 0.00953061 -0.000187317 0.00106281 0.0120856 0.0257476 -0.000601741 -0.00140566 0.0140638 0.00020166 -0.000382691 -0.00737445 0.0180225 -0.00149939 1.57768e-05 0.000172902 0.00076813 -0.000665791 8.05293e-05 0.00145036 0.00836964 0.0165573 -0.000105361 -0.00274443 internal_weight=1.33101e+06 69240 7313 5426 1887 2535 1414 104 61927 15418 301 110 46509 23247 140 23262 1121 1855 78 23107 1.26177e+06 549294 120317 36614 26941 13991 1017 442 712477 9673 internal_count=1331011 69240 7313 5426 1887 2535 1414 104 61927 15418 301 110 46509 23247 140 23262 1121 1855 78 23107 1261771 549294 120317 36614 26941 13991 1017 442 712477 9673 cat_boundaries=0 1 cat_threshold=103 is_linear=0 shrinkage=0.05 Tree=452 num_leaves=31 num_cat=4 split_feature=14 12 19 100 33 14 136 8 136 14 13 136 110 78 12 15 29 31 125 37 27 136 121 9 35 7 37 20 115 43 split_gain=6.14059 26.0918 26.5588 22.506 19.8382 16.6866 16.6575 14.9243 32.7685 20.1932 20.0094 14.288 19.4975 18.8647 16.0931 36.647 13.9584 13.2574 13.0339 19.0346 12.9881 12.84 25.9545 22.7939 21.7979 20.9788 21.2652 20.5549 27.4715 19.573 threshold=1.575000047683716 1.575000047683716 8.0099999904632586 0.18331461399793628 12.750000000000002 1.2250000238418581 0 9.2500000000000018 1 0.99500000476837169 1.3049999475479128 2 0.63855504989624035 0.80500000715255748 0.94499999284744274 0.88499999046325695 1032.4500122070315 1020.8500061035157 0.9536806344985963 10.449999809265138 178.50000000000003 3 -0.70088258385658253 5.2500000000000009 11.650000095367433 7.6499998569488534 15.150000095367433 7.6549999713897714 -0.52247866988182057 13.750000000000002 decision_type=2 2 2 2 2 2 1 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 7 20 -4 5 -5 -7 11 9 -9 18 16 13 -13 -14 17 -1 -16 -10 -20 -3 22 23 -2 -24 -26 27 28 -27 -29 right_child=21 2 3 4 -6 6 -8 8 10 -11 -12 12 14 -15 15 -17 -18 -19 19 -21 -22 -23 24 -25 25 26 -28 29 -30 -31 leaf_value=0.00013849484330007546 0.00044661538465808574 0.010327528390171654 -0.00052499080900444148 0.009064907032013788 0.0011815581270687341 0.0059522953355607327 0.0021008172060717348 0.0070125141068235544 0.00081336476320776306 0.0019618671605371079 -0.0021949444575370333 0.0057001948102503733 -0.002245877369953493 0.00012185832421550615 0.003538421920287721 -0.00075735812891112014 0.034829043391449703 0.012663425624960152 0.05419856508572897 0.0077191616182646422 -0.0012894527044655497 -0.00021954935953147635 -0.00037270374978193408 0.0041766194608283324 7.8637723641455026e-05 4.894907692152819e-07 -0.006123506849893743 0.0037977601423310227 0.0039447934284577062 0.018802446524854792 leaf_weight=287926 9018 246 9150 1265 19489 3770 11096 2341 9428 12799 8413 1554 17320 61307 2140 85793 29 489 24 268 10964 579344 111748 7504 48338 14546 828 7312 6338 224 leaf_count=287926 9018 246 9150 1265 19489 3770 11096 2341 9428 12799 8413 1554 17320 61307 2140 85793 29 489 24 268 10964 579344 111748 7504 48338 14546 828 7312 6338 224 internal_value=-9.48692e-06 0.000119324 0.00114193 0.00168689 0.00225508 0.00355207 0.00308296 2.45649e-06 0.0010248 0.00274101 -0.000409423 -7.20496e-05 -0.000437577 0.000259762 -0.000852168 -0.00057917 0.000141984 0.00523569 0.00113559 0.0115394 -0.00103452 -9.90266e-05 0.000240162 0.00214072 7.43248e-05 0.000718185 0.00177516 0.00200528 0.00119753 0.00424376 internal_weight=1.33101e+06 545811 55980 44770 35620 16131 14866 489831 33273 15140 18133 456558 168603 62861 105742 88422 287955 2629 9720 292 11210 785200 205856 16522 189334 77586 29248 28420 20884 7536 internal_count=1331011 545811 55980 44770 35620 16131 14866 489831 33273 15140 18133 456558 168603 62861 105742 88422 287955 2629 9720 292 11210 785200 205856 16522 189334 77586 29248 28420 20884 7536 cat_boundaries=0 1 2 3 4 cat_threshold=786 1507 6950 152 is_linear=0 shrinkage=0.05 Tree=453 num_leaves=31 num_cat=1 split_feature=124 20 12 62 136 122 119 15 75 4 39 32 26 4 12 29 53 41 20 7 4 36 29 4 4 4 13 5 71 38 split_gain=5.92958 19.1096 23.8337 16.2818 13.9033 13.392 18.1627 15.2844 13.3848 12.8916 12.3697 26.1665 16.8822 16.3705 14.9149 13.9051 12.8813 10.4337 14.4442 11.0669 12.0493 17.3624 11.9586 10.0216 9.93742 10.3911 10.9784 12.3563 14.7729 15.8791 threshold=-0.96811076998710621 6.7750000953674325 2.4550000429153447 0.85304930806159984 0 -0.49240480363368982 -0.74892720580101002 4.055000066757203 0.89492875337600719 2.7500000000000004 13.449999809265138 12.949999809265138 198.50000000000003 12.34999990463257 4.0850000381469735 1009.2500000000001 5.8150000572204599 11.250000000000002 5.9349999427795419 8.2500000000000018 12.050000190734865 13.949999809265138 1001.9500122070314 16.250000000000004 13.949999809265138 4.3500001430511483 1.1250000000000002 10.34999990463257 285.97178649902349 11.650000095367433 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 17 24 9 7 23 -5 -3 11 13 14 16 -13 -14 -9 19 -19 -4 -21 22 -22 -7 25 -1 -27 -28 29 -29 right_child=-2 5 3 8 -6 6 -8 10 -10 -11 -12 12 15 -15 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.0001729932363503504 1.5712128091382805e-05 0.00023197963602108584 -0.0091838029881547434 0.048614071175456047 1.0469854110341099e-05 0.0014956916494971361 -0.00069461962558075262 0.027800932895392177 -0.0048600222576748245 0.0040240652693434914 -0.0038292736442265465 0.029408714240416883 -0.0075353589206933972 -0.010199181669824092 0.087872374135380002 0.04520010068640113 -0.0028801279303689417 0.018347399812191727 -0.018114931742135007 -0.0061389819050657714 -0.016758515579447918 0.044072666042484346 0.0032439532955357967 0.024257353957438346 0.02163011096417904 0.0016735274276217125 -0.0059364686608916299 0.015817251084720561 -0.013442147383105386 -0.0022597000627764797 leaf_weight=2618 1261771 5214 1041 25 13323 3690 31415 100 22 3931 98 20 25 84 24 25 52 30 287 1039 85 24 618 49 42 732 4003 214 129 281 leaf_count=2618 1261771 5214 1041 25 13323 3690 31415 100 22 3931 98 20 25 84 24 25 52 30 287 1039 85 24 618 49 42 732 4003 214 129 281 internal_value=-9.00963e-06 -0.000459518 -0.00158155 -0.00562625 -0.000980584 0.000155419 -0.000283197 0.00281852 0.0235836 0.00186202 0.0117688 0.016401 0.0387099 0.00751523 0.061298 0.0188324 0.0173048 -0.00606571 -0.0146642 -0.00509466 -0.00268424 0.00225314 0.000825447 0.00179399 -0.00262389 -0.00275488 -0.00401619 -0.00491632 0.00162801 0.00555539 internal_weight=1.33101e+06 69240 24513 3171 21342 44727 35582 4167 47 9145 428 330 94 236 44 50 152 3124 317 2807 1766 727 703 3739 8019 7977 5359 4627 624 495 internal_count=1331011 69240 24513 3171 21342 44727 35582 4167 47 9145 428 330 94 236 44 50 152 3124 317 2807 1766 727 703 3739 8019 7977 5359 4627 624 495 cat_boundaries=0 1 cat_threshold=345 is_linear=0 shrinkage=0.05 Tree=454 num_leaves=31 num_cat=0 split_feature=82 35 77 124 22 38 122 32 43 40 12 68 18 4 14 13 64 40 31 99 20 55 30 39 18 29 15 37 99 1 split_gain=5.59571 9.15166 12.744 9.09304 8.68312 9.13124 16.2768 11.1363 9.5111 12.7402 10.9808 8.69708 7.51332 6.99259 6.85826 7.671 8.50756 8.23258 8.19658 7.11338 7.92713 6.7681 10.0688 6.7171 6.57196 8.31568 12.0052 31.3065 7.83559 6.56555 threshold=339.24617004394537 10.34999990463257 32.885000228881843 -1.0000000180025095e-35 4.4249999523162851 11.650000095367433 -0.33379416167736048 12.750000000000002 9.4499998092651385 7.5499999523162851 2.8950001001358037 333.83834838867193 13.344999790191652 5.0499999523162851 4.2850000858306894 2.4050000905990605 2.0749999284744267 6.9500000476837167 1012.8500061035157 -0.40710277855396265 5.8350000381469735 0.30500000715255743 1015.2500000000001 14.550000190734865 7.4149999618530282 1017.2500000000001 3.0249999761581425 10.449999809265138 -0.26133234798908228 339.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 24 13 -5 6 -6 14 9 21 -10 -9 -11 -3 15 16 -7 19 -17 -18 -21 22 -8 -20 -2 26 -26 -28 -27 -24 right_child=1 3 -4 4 5 7 8 11 10 12 -12 -13 -14 -15 -16 18 17 -19 23 20 -22 -23 29 -25 25 28 27 -29 -30 -31 leaf_value=6.0935555075646263e-07 -0.011038647504189076 -0.0030212056497815527 -0.013717871597356291 0.019669697820791046 -0.0052376621133151348 -0.0086000074184150108 -0.012242407382117385 -0.0013829583535796028 0.0048693234177635001 -0.01447113828721228 0.026093182252769017 0.0050065148199182367 0.018141087740659714 -0.01393088021330819 0.021072519529610874 0.0075198694625214562 0.00038768968143428029 -0.014213412445038556 -0.010294270936020377 0.041532275241545659 0.0080869764776562679 0.0046393705541771879 0.01180690513177228 -0.03908954103965135 0.0015991769946719471 -0.005333519838560636 -0.014312277802012184 0.066729667539206838 0.0055350178382538549 -0.0050784958521549965 leaf_weight=1320450 195 728 306 56 664 349 159 1984 170 151 95 728 20 184 25 64 399 75 569 22 91 2010 126 21 190 818 22 26 208 106 leaf_count=1320450 195 728 306 56 664 349 159 1984 170 151 95 728 20 184 25 64 399 75 569 22 91 2010 126 21 190 818 22 26 208 106 internal_value=-8.55914e-06 -0.0011549 -0.00444068 -0.000495582 5.11893e-05 -8.91577e-05 0.00180933 -0.00162523 0.00345867 0.0025294 0.0124779 0.00033221 -0.0106568 -0.00522228 -0.00491228 -0.00532085 -0.00241784 0.00125776 -0.00947561 0.00352405 0.0145985 0.00346853 -0.00255037 -0.0113192 -0.00249495 -0.00117689 0.00724347 0.0295854 -0.00313015 0.00409202 internal_weight=1.33101e+06 10561 1765 8796 7884 7828 3501 4327 2837 2572 265 2712 171 912 1615 1590 936 587 654 512 113 2401 391 590 1459 1264 238 48 1026 232 internal_count=1331011 10561 1765 8796 7884 7828 3501 4327 2837 2572 265 2712 171 912 1615 1590 936 587 654 512 113 2401 391 590 1459 1264 238 48 1026 232 is_linear=0 shrinkage=0.05 Tree=455 num_leaves=31 num_cat=2 split_feature=24 12 14 0 126 31 87 21 103 16 12 32 38 64 97 35 41 12 4 136 35 27 70 30 39 136 31 11 35 123 split_gain=5.81923 18.9877 21.57 21.5981 30.1314 15.1195 18.4801 21.5071 29.7426 16.61 17.5952 14.4089 14.1037 14.0303 13.2453 13.2343 16.9825 11.9707 11.439 22.8835 14.8492 13.2438 17.5478 15.2815 11.2749 28.9156 42.2784 31.1982 28.8618 16.5233 threshold=200.50000000000003 2.2649999856948857 1.7549999952316286 173.50000000000003 -0.95368063449859608 1015.5499877929689 0.79656642675399791 6.0950000286102304 0.21842722594738009 10.405000209808351 4.0850000381469735 13.84999990463257 10.050000190734865 84.40000152587892 -0.40557675063610071 15.34999990463257 13.750000000000002 3.5849999189376835 11.050000190734865 0 12.150000095367433 302.50000000000006 300.74546813964849 1016.8500061035157 12.750000000000002 1 1001.8500061035157 14.84999990463257 13.650000095367433 0.19936034083366397 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 left_child=1 18 -3 4 5 6 7 8 -4 17 -11 -10 -8 24 -15 16 -6 -9 -1 -20 21 -21 23 -23 29 26 -26 -28 -29 -5 right_child=-2 2 3 13 15 -7 12 9 11 10 -12 -13 -14 14 -16 -17 -18 -19 19 20 -22 22 -24 -25 25 -27 27 28 -30 -31 leaf_value=-0.00022924330792390048 2.1256121074967771e-05 -0.013606067329557639 0.080547121845717939 -0.0038017410131080073 -0.001615463592978531 -0.0041030578339225892 0.040957568067242392 0.014131647120571224 0.011137952898409116 0.013044775816900979 0.074005707837641252 0.058208610685098743 -0.0027375351299466066 0.051565507259219892 0.0015182909054251819 -0.012829187431308474 0.024532204102872622 -0.0065152435791353608 -0.004040763261781411 0.010271405735390648 0.0029911850028363804 0.054540511834784415 0.00010441212281067339 0.0090838574710337874 -0.015045889191242168 -0.0064352840525429139 0.012527301525159813 0.093090982862437777 0.018644325925118249 -0.013717017858464717 leaf_weight=94840 1225938 423 28 852 4336 204 20 191 72 29 20 21 241 20 39 261 63 111 513 298 452 64 36 26 80 813 91 30 23 829 leaf_count=94840 1225938 423 28 852 4336 204 20 191 72 29 20 21 241 20 39 261 63 111 513 298 452 64 36 26 80 813 91 30 23 829 internal_value=-9.34474e-06 -0.00036654 -0.00259007 -0.00203362 -0.000244981 0.00793637 0.011287 0.0171907 0.0353689 0.0109241 0.0379268 0.0217668 0.000610749 -0.00563858 0.0184834 -0.00189003 -0.00124099 0.00654289 -0.00016327 0.00434133 0.00919123 0.0160175 0.0296074 0.0414086 -0.0061622 -0.00206208 0.0134951 0.0302884 0.0607839 -0.00869155 internal_weight=1.33096e+06 105026 8797 8374 5597 937 733 472 121 351 49 93 261 2777 59 4660 4399 302 96229 1389 876 424 126 90 2718 1037 224 144 53 1681 internal_count=1330964 105026 8797 8374 5597 937 733 472 121 351 49 93 261 2777 59 4660 4399 302 96229 1389 876 424 126 90 2718 1037 224 144 53 1681 cat_boundaries=0 1 2 cat_threshold=4257 76 is_linear=0 shrinkage=0.05 Tree=456 num_leaves=31 num_cat=3 split_feature=28 117 22 30 110 39 43 136 121 35 126 113 78 41 136 36 10 35 79 2 20 10 136 67 0 20 53 128 132 22 split_gain=5.53852 20.5335 18.6327 17.0236 21.2252 17.6959 23.3898 20.9167 16.7475 15.9105 14.796 21.3659 14.2913 13.8707 19.42 15.9842 14.7273 14.0855 13.7336 13.7257 21.4243 29.784 21.3908 21.1603 18.875 17.026 17.7416 22.3759 26.6465 35.1896 threshold=1018.1499938964845 0.62249094247818004 5.9149999618530282 1017.0499877929689 -0.61962181329727162 13.050000190734865 9.3499999046325701 0 0.38266885280609136 11.949999809265138 0.94828754663467418 -0.36648726463317866 25.625000000000004 13.750000000000002 1 14.150000095367433 4.8500001430511483 12.449999809265138 9.4049997329711932 142.50000000000003 5.6549999713897714 5.1499998569488534 2 19.224999427795414 175.50000000000003 9.3949999809265154 52.495000839233406 272.50000000000006 1016.7500000000001 8.1149997711181658 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=3 13 10 19 5 6 8 -7 -5 12 -3 -12 -10 14 17 -16 -15 18 -2 22 21 -21 25 -23 -25 26 -1 28 -28 -30 right_child=1 2 -4 4 -6 7 -8 -9 9 -11 11 -13 -14 16 15 -17 -18 -19 -20 20 -22 23 -24 24 -26 -27 27 -29 29 -31 leaf_value=0.0010751680691657021 -0.0016844100262672695 -0.00029329737140864812 -0.0012862340918865219 -0.0040465034504061862 0.0005159977031270862 0.00065813771155129504 0.055163900554180148 0.01528386844709995 0.010982876830431264 -0.0028843261634345909 0.0048889074784273859 -0.0029965999497630668 0.048257915452787924 0.00029600579897106992 1.0839799205219171e-05 0.0012159786597519121 0.0041592729385935244 -0.00046252424254127609 -0.0066874626640674025 0.00064140400688932845 3.4647212467280195e-05 -0.0010476853821872597 -0.00011720971232929864 0.021213249959669275 0.002308666470873339 -0.001786663921381277 0.0075295325974051603 -0.019891186932531689 0.090131076344329375 0.017043782354749997 leaf_weight=74494 9835 14294 62775 787 118484 393 20 675 315 234 3504 1138 28 6256 205939 31757 4073 58300 1594 35454 465271 123522 105101 193 418 5253 711 65 23 58 leaf_count=74494 9835 14294 62775 787 118484 393 20 675 315 234 3504 1138 28 6256 205939 31757 4073 58300 1594 35454 465271 123522 105101 193 418 5253 711 65 23 58 internal_value=-8.88144e-06 -0.000164634 -0.000871549 5.79117e-05 0.000611288 0.00521585 0.00148452 0.0100512 0.000697432 0.00716793 0.00050318 0.00295575 0.0140257 1.71502e-05 -4.34024e-05 0.000171843 0.0018194 -0.000777057 -0.00238218 -2.4652e-05 -0.000136819 -0.000636723 0.000352766 -0.00100177 0.00828016 0.000965469 0.00115746 0.00831053 0.0106251 0.037797 internal_weight=1.33096e+06 399465 81711 931499 120936 2452 1384 1068 1364 577 18936 4642 343 317754 307425 237696 10329 69729 11429 810563 624858 159587 185705 124133 611 80604 75351 857 792 81 internal_count=1330964 399465 81711 931499 120936 2452 1384 1068 1364 577 18936 4642 343 317754 307425 237696 10329 69729 11429 810563 624858 159587 185705 124133 611 80604 75351 857 792 81 cat_boundaries=0 1 2 3 cat_threshold=3105 7200 3260 is_linear=0 shrinkage=0.05 Tree=457 num_leaves=31 num_cat=0 split_feature=60 52 74 135 128 128 10 56 65 31 65 39 111 37 79 23 132 23 92 54 10 63 17 63 29 1 71 132 39 33 split_gain=5.48632 19.2745 11.5684 12.7023 19.9344 17.8415 25.59 14.9741 13.5572 13.1706 16.5252 15.1319 13.3095 12.4429 11.6955 11.6671 11.9249 13.6787 11.4479 11.3349 12.3509 14.5712 12.3307 11.657 12.2054 10.821 10.6657 10.6581 15.3789 15.4669 threshold=0.69734635949134838 14.805000305175783 0.85432174801826488 1018.9500122070314 102.50000000000001 224.50000000000003 13.150000095367433 267.57881164550787 32.045000076293952 1028.549987792969 24.255000114440922 9.6500000953674334 0.77053466439247142 10.550000190734865 14.164999961853029 6.4249999523162851 1013.3500061035157 8.7049999237060565 0.22299592196941379 13.925000190734865 13.050000190734865 0.52962881326675426 12.699999809265138 0.61124637722969066 1026.6499633789065 10.500000000000002 270.25018310546881 1021.1499938964845 10.250000000000002 8.1500000953674334 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 27 -2 9 13 6 7 -6 18 15 -11 -12 -13 -5 -9 -4 -17 26 -7 20 21 -3 -23 24 -21 -26 -18 -1 -29 -30 right_child=2 19 3 4 5 8 -8 14 -10 10 11 12 -14 -15 -16 16 17 -19 -20 23 -22 22 -24 -25 25 -27 -28 28 29 -31 leaf_value=-7.3311221661837843e-06 -0.00062967262148216397 0.0013987481407873583 0.0027583501761027597 0.019670006460975858 -0.0056641539962558485 -0.0048037727012581353 0.066373248696327214 0.016050888655244403 -0.0020457225755512744 -0.001247105516666353 -0.0092710234124987276 0.016896378362982897 -0.002465263621266419 -0.0061458470936102778 0.0027701279997321155 -5.3839067509308715e-05 0.011512199744372767 -0.0073098707348725166 0.0076520044546346221 -0.00052819112809918904 -0.0018055791046981259 0.008787557018611494 0.0031692648866104576 0.0013278860780024091 0.03095995893539942 0.0052685971953673914 -0.0017170480178409022 0.025269384552603181 -0.023366347543315544 -0.0030713240768505709 leaf_weight=1101488 97740 6498 3512 50 143 221 20 536 1027 549 85 478 109 702 240 63152 169 1238 1116 18995 1610 1512 2758 22671 46 376 1547 46 98 2232 leaf_count=1101488 97740 6498 3512 50 143 221 20 536 1027 549 85 478 109 702 240 63152 169 1238 1116 18995 1610 1512 2758 22671 46 376 1547 46 98 2232 internal_value=-8.43142e-06 3.07585e-05 -0.000271386 0.000196194 0.00291782 0.00459057 0.0104213 0.00920363 0.00227455 4.04016e-05 0.00518842 0.010446 0.0133011 -0.00442937 0.0119434 -4.98872e-05 -0.00019908 -0.00330411 0.00559312 0.000948966 0.00227902 0.00288974 0.00515869 0.0005578 -0.000341342 0.00806908 -0.000414168 -1.45469e-05 -0.00335972 -0.00392493 internal_weight=1.33096e+06 1.15833e+06 172634 74894 4055 3303 939 919 2364 70839 1221 672 587 752 776 69618 66106 2954 1337 54466 12378 10768 4270 42088 19417 422 1716 1.10386e+06 2376 2330 internal_count=1330964 1158330 172634 74894 4055 3303 939 919 2364 70839 1221 672 587 752 776 69618 66106 2954 1337 54466 12378 10768 4270 42088 19417 422 1716 1103864 2376 2330 is_linear=0 shrinkage=0.05 Tree=458 num_leaves=31 num_cat=6 split_feature=120 122 136 30 77 20 136 23 8 136 9 33 12 20 107 37 136 3 38 2 136 10 136 124 121 11 125 9 4 28 split_gain=5.39603 16.5136 25.3784 27.131 17.9946 17.9897 20.4875 25.6293 17.4626 26.9296 17.1959 15.5612 21.3337 15.2827 16.4928 14.3333 14.1792 13.7446 13.6944 13.5287 13.5148 12.7674 12.3449 22.6554 12.3934 16.9153 15.6504 26.5861 28.9853 17.5469 threshold=-0.66259482502937306 -0.73724925518035878 0 997.54998779296886 21.164999961853031 6.8949999809265146 1 7.9249999523162851 11.449999809265138 2 9.1500000953674334 10.750000000000002 2.7549999952316289 6.4949998855590829 -0.80039095878601063 12.84999990463257 3 290.50000000000006 14.449999809265138 204.50000000000003 4 8.8499999046325701 5 0.87032255530357372 -0.81408452987670887 7.9500000476837167 0.87032255530357372 8.0500001907348651 5.2500000000000009 1018.5499877929689 decision_type=2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 2 left_child=1 2 3 -1 8 6 -3 -8 -4 21 -7 18 17 14 -5 -9 19 -13 -11 -12 -6 -10 23 -2 25 -24 27 -26 -29 -30 right_child=22 5 4 13 20 10 7 15 9 11 16 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 26 -27 -28 28 29 -31 leaf_value=0.051571796896557012 -0.00016028504802987663 0.0013691176502844378 -3.7496154130549872e-06 -0.0056128668683326039 -0.0039511375812928719 -0.00030240633564128968 -0.00037742044702306185 0.01292334651420356 0.012512589744501701 0.0053589856981704218 -0.0096313515586407706 0.0022082218887266212 -0.0060784287599988428 -0.00025142365414978438 -0.0017571641318162873 0.0025620749366018674 0.0025106321543375935 -0.0015721566629995757 -0.0069934921432286499 -1.044431314991595e-05 -0.00030166275751692138 0.0039813674032299733 0.00040222058930333135 -0.0016789200191889217 8.6251271682009272e-05 0.0033042442819985517 0.00032975115145564889 0.0021599682493227729 -0.00053385636982542081 -0.0017182809020044893 leaf_weight=24 104397 74642 194912 3579 4775 82556 33484 537 489 2189 437 5368 1404 11825 12323 882 10196 4355 250 2230 5417 4251 26559 32113 317663 6192 200443 8663 138413 40396 leaf_count=24 104397 74642 194912 3579 4775 82556 33484 537 489 2189 437 5368 1404 11825 12323 882 10196 4355 250 2230 5417 4251 26559 32113 317663 6192 200443 8663 138413 40396 internal_value=-8.00985e-06 0.000131417 -0.000140359 -0.00156613 3.68123e-05 0.000464449 0.000901633 -9.84722e-05 0.000134923 0.00161143 -3.74573e-05 0.000475495 -0.000316988 -0.00161269 -0.00262495 0.00648315 0.00166301 0.000514964 0.00409284 -0.00158095 -0.00201563 0.00485125 -8.07044e-05 -0.000517495 6.10464e-08 0.000950886 -4.40736e-05 -0.000192411 -0.000664593 -0.000801438 internal_weight=1.33096e+06 456125 251161 27751 223410 204964 109545 34903 213218 18306 95419 13566 11127 27727 15902 1419 12863 9723 2439 2667 10192 4740 874839 136510 738329 32751 705578 505135 187472 178809 internal_count=1330964 456125 251161 27751 223410 204964 109545 34903 213218 18306 95419 13566 11127 27727 15902 1419 12863 9723 2439 2667 10192 4740 874839 136510 738329 32751 705578 505135 187472 178809 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=4100 7270 1681 100 114 1058 is_linear=0 shrinkage=0.05 Tree=459 num_leaves=31 num_cat=2 split_feature=24 12 39 32 126 16 42 32 30 116 136 122 114 136 120 39 36 14 36 6 122 36 101 35 41 23 20 41 127 15 split_gain=5.27786 17.183 16.0471 17.3796 17.4727 18.5582 16.8726 15.9382 15.6424 15.4406 15.2646 14.2696 13.1296 12.7378 12.255 16.1287 15.2108 15.583 25.1034 15.8394 17.715 13.1094 11.4887 11.4007 18.885 15.9597 11.1937 11.3697 17.0985 10.9334 threshold=200.50000000000003 2.0449999570846562 15.050000190734865 14.550000190734865 -0.70088258385658253 8.0099999904632586 5.8500001430511483 11.84999990463257 1005.3500061035157 -0.95878320932388295 0 1.0000000180025095e-35 -0.9366365075111388 1 0.36648726463317877 9.9499998092651385 9.8499999046325701 4.4849998950958261 11.34999990463257 15.750000000000002 0.078456107527017607 12.150000095367433 -0.56764888763427723 13.84999990463257 12.449999809265138 6.9249999523162851 6.055000066757203 12.250000000000002 -0.67556449770927418 1.0049999952316286 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 6 5 12 14 -8 9 23 11 -4 -5 -10 15 22 -17 -18 -19 20 -20 -22 -3 24 25 -9 27 -15 -29 -16 right_child=-2 2 10 4 -6 -7 7 8 13 -11 -12 -13 -14 26 29 16 17 18 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.00012754000462564588 2.1533215062910662e-05 0.021799740826954014 -0.0062534282401204115 0.049932309265502475 -0.0030301666452398159 0.0018313115277717299 -0.012511178432322146 -0.015764537300730561 -0.013237111955357851 0.029294098875834607 -0.003300820833155606 -0.023414438422174846 0.018002210187338885 0.00047059302290756549 -0.019006405731513149 0.031887566996738316 -0.0023999929110308659 0.042921909214540699 -0.0016597824619451387 -0.017644985382660079 0.0066097168818764068 0.056783318817615516 -0.014717320763920834 -0.01738527866915637 0.045100406424275472 0.013315968255850331 -0.0063648461375003136 0.050077224940513122 -0.0030451601344144105 0.0028080689565204596 leaf_weight=93891 1225938 23 250 44 234 141 643 81 378 60 939 235 120 167 59 34 4246 48 87 65 23 30 339 63 28 113 453 33 28 2171 leaf_count=93891 1225938 23 250 44 234 141 643 81 378 60 939 235 120 167 59 34 4246 48 87 65 23 30 339 63 28 113 453 33 28 2171 internal_value=-7.6095e-06 -0.000347784 -0.00220489 -0.00147804 0.00724757 0.0151328 -0.00199081 -0.00599176 -0.00300601 0.00624047 -0.00716168 -0.0142742 0.0265688 -0.00601832 -0.000841345 -0.00224096 -0.0014299 -0.00168169 0.0103733 0.00275219 0.0122223 0.0350099 -0.0123972 0.00138707 0.00671436 0.00117411 -0.00179074 0.00721874 0.0256932 0.00223091 internal_weight=1.33096e+06 105026 11135 9711 539 305 9172 2047 1404 345 1424 485 164 1059 7125 4895 4533 4499 253 205 140 53 362 285 222 194 681 228 61 2230 internal_count=1330964 105026 11135 9711 539 305 9172 2047 1404 345 1424 485 164 1059 7125 4895 4533 4499 253 205 140 53 362 285 222 194 681 228 61 2230 cat_boundaries=0 1 2 cat_threshold=6920 260 is_linear=0 shrinkage=0.05 Tree=460 num_leaves=31 num_cat=2 split_feature=31 136 55 14 23 28 52 43 3 35 22 15 5 31 42 13 14 124 28 136 35 15 8 76 79 55 100 14 39 18 split_gain=6.48566 16.4701 17.6243 32.0741 33.5495 24.4149 23.6622 23.1785 20.2939 17.001 19.9753 16.9071 28.967 18.6654 16.8774 19.3353 15.8272 14.8611 24.5199 22.63 19.2951 17.9092 16.4346 15.644 16.791 18.4498 15.6257 15.3654 16.0065 14.3357 threshold=1023.2500000000001 0 0.88499999046325695 3.6149998903274541 9.2150001525878924 1016.5499877929689 3.745000004768372 8.9499998092651385 117.50000000000001 11.150000095367433 8.4749999046325701 2.185000061988831 11.550000190734865 1029.9500122070315 8.1500000953674334 2.5349999666213994 0.6850000023841859 0.74892720580101024 1022.2500000000001 1 9.6500000953674334 1.4049999713897707 5.0499999523162851 15.204999923706056 9.1250000000000018 44.07500076293946 -0.25473509728908533 3.185000061988831 13.550000190734865 12.699999809265138 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 -4 8 -8 10 -6 12 13 16 -11 -16 -7 18 19 22 21 -19 -3 27 25 -25 -26 -20 -29 -12 right_child=1 17 6 -5 9 11 7 -9 -10 14 29 -13 -14 -15 15 -17 -18 20 23 -21 -22 -23 -24 24 26 -27 -28 28 -30 -31 leaf_value=-3.955694223969653e-05 0.052939433371648192 0.0026127583229098254 -0.0035773480177006332 -0.004510524989999245 0.043678617399681603 0.048098897356539966 -0.00078176197381895132 -0.0092485614277656308 0.0033084864734207586 -0.00033544485856279601 0.030902534041681563 -0.00029113243370652506 0.037715110849015993 0.041500883961491514 0.025162156679066756 0.0061669375781429944 0.0035033586678259541 0.0032434564681264877 0.00021499644752741182 0.0012238645819597034 2.4797285444578645e-05 -0.0033237067691755454 0.011054454961990231 0.011524001976691321 0.025874840131875548 0.051740284909361181 0.0017696914737236778 -0.0053131486720103859 0.0039180421734839061 0.01029899903716759 leaf_weight=1233716 24 1016 3003 1222 62 20 4908 498 7936 498 102 3174 65 33 193 438 3818 1171 26576 4133 22918 9151 1333 154 71 35 1266 2449 581 490 leaf_count=1233716 24 1016 3003 1222 62 20 4908 498 7936 498 102 3174 65 33 193 438 3818 1171 26576 4133 22918 9151 1333 154 71 35 1266 2449 581 490 internal_value=-8.55543e-06 0.000384375 0.00144792 0.00308615 0.00412721 0.00259396 0.000432591 0.00133514 0.0017455 0.0102619 0.0166768 0.00242402 0.00461352 0.00405769 0.00654594 0.0119769 0.00373575 -1.33615e-05 0.000667358 0.00346508 -0.00078366 -0.00257868 0.00737183 8.48444e-05 0.00502172 0.0189715 0.00304977 -0.00016962 -0.00354308 0.0138489 internal_weight=1.33105e+06 97338 26484 10139 8917 7134 16345 13342 12844 1783 654 7110 3936 3871 1129 631 3838 70854 37614 6482 33240 10322 2349 31132 1526 189 1337 29606 3030 592 internal_count=1331054 97338 26484 10139 8917 7134 16345 13342 12844 1783 654 7110 3936 3871 1129 631 3838 70854 37614 6482 33240 10322 2349 31132 1526 189 1337 29606 3030 592 cat_boundaries=0 1 2 cat_threshold=529 392 is_linear=0 shrinkage=0.05 Tree=461 num_leaves=31 num_cat=0 split_feature=60 52 36 121 8 39 22 28 72 60 103 100 31 122 37 86 32 79 63 33 18 18 55 55 55 34 22 31 15 54 split_gain=6.51427 16.7675 12.593 15.878 21.4134 18.432 25.802 33.0357 13.1708 12.6584 10.2433 10.2267 14.1317 15.5743 19.3274 22.393 15.6637 13.3179 13.5175 12.5213 19.6658 11.0492 13.6554 13.9088 14.5455 22.9603 26.5774 17.4594 15.1294 12.5673 threshold=0.8020838499069215 28.494999885559086 16.550000190734867 -0.78257837891578663 7.6499998569488534 17.750000000000004 8.1350002288818377 1015.3500061035157 0.67841947078704845 0.57356831431388866 -0.79651871323585499 -0.046799220144748681 1001.8500061035157 0.41467745602130895 12.550000190734865 0.72547057271003734 10.650000095367433 13.305000305175783 0.63858354091644298 10.650000095367433 13.344999790191652 14.550000190734865 82.485000610351577 7.555000066757203 32.315000534057624 14.050000190734865 7.7149999141693124 1018.7500000000001 3.1450001001358037 23.974999427795414 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 8 4 -4 6 -6 -8 -3 -10 -11 12 13 -12 15 -15 -17 18 -13 20 -19 22 23 -14 25 28 29 -28 -25 -27 right_child=-2 2 3 -5 5 -7 7 -9 9 10 11 17 21 14 -16 16 -18 19 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=-1.8204224148608566e-05 -0.00044210563270120689 -0.0013803318994647035 0.0034089770628112429 0.0023701218745828642 0.013043665911863445 0.0080535307889804241 0.091545609597648903 0.017139941658108278 0.0049681084993785261 -0.0073399891451270769 0.0056714214674075669 -0.00052766050494150354 -0.0048212822743145213 0.080207783129552138 -0.0067132814568193521 -0.0027177830386790449 0.043257352705536919 0.0052099118147245129 0.0024415408513389792 -0.0012011167459145744 -0.0012781432840111341 -0.00050442516029186731 -0.0039708085501314926 0.0028144278970893936 0.0040212987410147135 0.039309947180596216 0.0012800321290985898 0.045082066868032733 0.021331081716570915 0.090882748152528503 leaf_weight=1197562 81196 6608 311 2742 57 100 35 26 1937 380 345 5453 231 23 34 32 44 2242 12904 12526 2438 1967 372 337 840 27 65 35 164 21 leaf_count=1197562 81196 6608 311 2742 57 100 35 26 1937 380 345 5453 231 23 34 32 44 2242 12904 12526 2438 1967 372 337 840 27 65 35 164 21 internal_value=-8.12719e-06 2.00659e-05 0.000896439 0.00390023 0.0118313 0.0238467 0.0372307 0.0598317 0.000696023 0.00101949 0.000830547 0.000907973 0.00314351 0.0112752 0.0258111 0.0369811 0.0238994 0.000622772 0.00155953 -0.000376652 0.00183002 0.0021859 0.00471548 0.00659414 0.0083651 0.0139873 0.0312904 0.0166107 0.00887577 0.061873 internal_weight=1.33105e+06 1.24986e+06 52296 3271 529 218 118 61 49025 42417 40480 40100 4537 478 133 99 76 35563 18357 17206 4680 4059 2092 1720 1489 649 148 100 501 48 internal_count=1331054 1249858 52296 3271 529 218 118 61 49025 42417 40480 40100 4537 478 133 99 76 35563 18357 17206 4680 4059 2092 1720 1489 649 148 100 501 48 is_linear=0 shrinkage=0.05 Tree=462 num_leaves=31 num_cat=0 split_feature=6 31 101 23 104 35 126 40 107 63 11 67 63 107 31 126 35 114 120 88 36 89 71 29 4 39 20 30 123 39 split_gain=6.50797 8.28893 13.4142 9.75755 10.975 13.7827 12.2115 11.2384 9.49749 8.65106 7.73978 10.9932 22.4904 15.3789 14.7731 27.7107 10.7785 12.2154 10.68 8.63073 8.3733 8.33658 9.34584 10.0442 7.88917 9.60679 10.5091 13.0516 7.81102 21.815 threshold=16.750000000000004 1010.1499938964845 -0.56764888763427723 7.7049999237060556 -0.35290068387985224 13.250000000000002 -0.97625884413719166 11.150000095367433 -0.96027079224586476 0.68190389871597301 19.150000572204593 25.695000648498539 0.49117918312549597 -0.53725576400756825 1009.6499938964845 -0.8703225553035735 8.7500000000000018 -0.9366365075111388 -0.91702514886856068 -0.95431500673294056 13.550000190734865 -0.99984940886497486 255.35951995849612 1014.0499877929689 5.8500001430511483 11.949999809265138 7.4749999046325692 1008.5499877929689 0.63605400919914257 12.650000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 3 9 4 -2 6 -6 -8 -4 -3 -1 12 16 -14 19 -16 17 -12 20 -15 -18 -13 23 -23 -19 26 -26 -28 -20 -30 right_child=1 2 8 -5 5 -7 7 -9 -10 -11 11 21 13 14 15 -17 18 24 28 -21 -22 22 -24 -25 25 -27 27 -29 29 -31 leaf_value=-1.1537100531514987e-05 -0.01462188707280649 0.0096368203495836094 0.025739470589905979 -0.017560348311658449 0.028352306055387966 -0.013473351209913978 -0.0028221180069502136 0.031758508914046822 -0.0035498759829741483 0.045462211492386738 -0.012211117961458745 0.023753228993155063 -0.0010869193869138805 0.02033980522954942 0.072785659868489297 0.01869581290595353 -0.024084388171258856 0.031384117147800601 0.00075612351831624435 -0.003145684112584399 0.0085049160342249609 -0.010868831858752306 0.00054773993712134124 0.009765315906860042 0.0084474781524135258 -0.0027373464430728166 0.061232924878435291 0.016611243258720557 -0.016418418455391361 0.029480137414746473 leaf_weight=1324537 166 72 29 172 54 117 181 27 607 22 63 32 109 106 34 78 73 44 2338 62 27 406 1077 69 234 122 23 57 39 77 leaf_count=1324537 166 72 29 172 54 117 181 27 607 22 63 32 109 106 34 78 73 44 2338 62 27 406 1077 69 234 122 23 57 39 77 internal_value=-7.72084e-06 -0.00335909 0.000391356 -0.00717754 -0.00390076 0.000795036 0.0071668 0.00166671 -0.00221436 0.0180215 -4.07357e-06 0.00194577 0.0035152 0.014847 0.0210499 0.0351159 0.00209186 0.00848905 0.00073177 0.0116725 -0.0152853 -0.00150816 -0.00202901 -0.00787145 0.0112059 0.00916961 0.0137959 0.02944 0.00138446 0.0140487 internal_weight=1.33105e+06 1447 730 717 545 379 262 208 636 94 1.32961e+06 5070 3486 389 280 112 3097 543 2554 168 100 1584 1552 475 480 436 314 80 2454 116 internal_count=1331054 1447 730 717 545 379 262 208 636 94 1329607 5070 3486 389 280 112 3097 543 2554 168 100 1584 1552 475 480 436 314 80 2454 116 is_linear=0 shrinkage=0.05 Tree=463 num_leaves=31 num_cat=1 split_feature=6 72 54 23 35 117 58 74 118 0 35 125 11 136 111 123 33 22 108 112 124 3 8 32 103 118 34 39 28 112 split_gain=5.87345 8.35099 8.47946 10.2474 11.7002 9.53335 12.5476 17.7865 9.70983 8.25806 7.49839 7.05686 6.98515 11.0171 49.4111 10.0448 9.81534 10.8691 8.81626 8.2827 7.97398 9.33657 9.36798 7.79314 7.41922 9.74176 10.0494 7.22144 9.89265 13.5539 threshold=16.750000000000004 0.86581686139106762 133.05999755859378 7.6849999427795419 13.84999990463257 -0.095842104405164705 277.16201782226568 0.69725748896598827 -0.9914070963859557 2.5000000000000004 13.250000000000002 -0.81408452987670887 19.150000572204593 0 -0.99416884779930104 0.608738273382187 8.3499999046325701 7.8949999809265146 0.80258482694625866 -0.78257837891578663 -0.95368063449859608 324.50000000000006 7.1499998569488534 8.6500000953674334 -0.94143500924110401 -0.99961927533149708 13.34999990463257 7.6499998569488534 1018.0499877929689 -0.38266885280609125 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 4 5 6 8 -8 -2 -3 -10 -5 27 14 -14 -16 17 18 19 -15 -20 22 -22 -18 -25 26 -26 28 29 -1 right_child=1 9 -4 11 -6 -7 7 -9 10 -11 -12 -13 13 16 15 -17 23 -19 20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.0074056248318777069 -0.0097047330678573674 -0.042628707940457394 0.022029570545497781 -0.018581850768451195 -0.013887891075545201 -0.0033511518213156337 0.065800282873568081 -8.4063066169619573e-05 0.011938993900300496 -0.0090047959846422249 -0.012723898677421467 0.00035490146341423198 0.084349697760560297 0.0080454981221224769 -9.2382070739971265e-05 0.03153253567715486 -0.013128170019549147 -0.0062021095170016133 0.037805701115479075 -0.022803718754504293 0.034971130588313658 0.018231253615818597 -0.00030814553626657987 -0.010350431101040967 0.0053253332225722261 0.00091697811587323195 0.050505930567160254 -6.5178588618170095e-06 0.0011725865511378968 0.017418048450530604 leaf_weight=1059 91 20 37 143 132 405 21 20 258 210 35 75 22 55 154 30 103 127 30 36 21 221 181 144 32 3894 20 1322622 798 58 leaf_count=1059 91 20 37 143 132 405 21 20 258 210 35 75 22 55 154 30 103 127 30 36 21 221 181 144 32 3894 20 1322622 798 58 internal_value=-7.33479e-06 -0.00319114 -0.00153985 -0.00227889 -6.0811e-05 0.00213819 0.00736922 0.0336616 0.00456196 -0.0119286 0.00899291 -0.0120669 -3.86989e-06 0.00184849 0.0129048 0.00506385 0.00135092 0.0069684 0.0100431 -0.00415859 0.012896 0.0111294 0.0033595 0.000455182 0.000797257 0.00120407 0.0227025 -1.09602e-05 -0.00307916 -0.00611666 internal_weight=1.33105e+06 1447 1217 1180 962 830 425 41 384 230 293 218 1.32961e+06 5070 206 184 4864 671 544 91 453 423 202 4193 4090 3946 52 1.32454e+06 1915 1117 internal_count=1331054 1447 1217 1180 962 830 425 41 384 230 293 218 1329607 5070 206 184 4864 671 544 91 453 423 202 4193 4090 3946 52 1324537 1915 1117 cat_boundaries=0 1 cat_threshold=1 is_linear=0 shrinkage=0.05 Tree=464 num_leaves=31 num_cat=2 split_feature=16 136 29 31 136 54 14 23 43 52 3 43 15 28 31 122 5 35 40 12 126 123 38 35 20 29 18 31 30 115 split_gain=5.86524 8.87896 8.72429 5.69742 14.9528 18.1381 29.0539 23.9845 22.131 21.6957 21.6832 19.3514 19.1388 21.3315 20.2841 25.5415 20.9697 18.9269 18.4304 20.0655 18.3487 16.906 17.3521 20.2989 16.882 30.418 14.6693 14.655 13.6405 13.5032 threshold=22.289999961853031 0 1023.0499877929689 1023.2500000000001 1 0.45499999821186071 3.6149998903274541 9.2150001525878924 12.949999809265138 4.5150001049041757 117.50000000000001 9.1500000953674334 2.185000061988831 1024.350036621094 1024.9500122070315 -0.97233289480209339 11.550000190734865 11.050000190734865 8.4499998092651385 2.7949999570846562 -0.88697704672813404 -0.96359375119209278 10.250000000000002 8.9499998092651385 8.5950002670288104 1020.7500000000001 12.699999809265138 1029.9500122070315 1022.9500122070314 -0.92384436726570118 decision_type=2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 28 5 6 7 12 -8 -7 -11 -12 14 24 -5 -16 21 20 -19 -20 -9 -17 23 -23 -14 -26 29 -25 -1 -22 right_child=1 2 -4 4 -6 9 8 17 -10 10 11 -13 13 -15 15 16 -18 18 19 -21 26 22 -24 27 25 -27 -28 -29 -30 -31 leaf_value=-1.3870430029377848e-05 -0.0046418703142358381 0.0074554500671114498 0.036977957054558731 0.0016030807224105773 -7.1320278297838958e-05 -0.0026819065601531135 -0.0049775843885704711 0.039245549030291538 0.046777119239171348 -0.0012756586828357617 0.0028941054136327141 -0.010110650685074151 0.0021379136889550661 -0.0032092048382616253 0.058988759696483622 0.050843928652730852 0.042614229976437816 -0.0016245404680402941 0.019116092441082616 0.0028254589937543833 0.05644790752593315 0.063083305492997163 0.0050459455590633855 0.0087157989276290346 0.074034214160998271 0.011215679644635365 0.0090481892474698847 0.052613905783404004 -0.0011786182460089131 0.017175448172940658 leaf_weight=1207567 157 342 27 2073 65627 4490 1260 75 21 5649 10584 294 1123 2129 25 22 43 539 356 403 33 25 1588 140 21 234 449 22 25671 65 leaf_count=1207567 157 342 27 2073 65627 4490 1260 75 21 5649 10584 294 1123 2129 25 22 43 539 356 403 33 25 1588 140 21 234 449 22 25671 65 internal_value=-6.96805e-06 0.00527182 0.00936192 -9.05493e-06 0.000359317 0.00125151 0.00293335 0.0038994 -0.00412915 0.000400187 0.00123752 0.00254263 0.00261441 -7.19511e-05 0.00500677 0.00879006 0.00810801 0.00888208 0.00544558 0.0104664 0.0160534 0.00728232 0.0067424 0.0211487 0.00477508 0.016389 0.0128735 0.0146773 -3.81157e-05 0.0303998 internal_weight=1.33105e+06 526 369 1.33053e+06 97290 31663 10646 9365 1281 21017 16527 10878 7445 3507 3938 1865 1840 1920 1298 759 622 1797 1775 187 1378 255 547 162 1.23324e+06 98 internal_count=1331054 526 369 1330528 97290 31663 10646 9365 1281 21017 16527 10878 7445 3507 3938 1865 1840 1920 1298 759 622 1797 1775 187 1378 255 547 162 1233238 98 cat_boundaries=0 1 2 cat_threshold=174 531 is_linear=0 shrinkage=0.05 Tree=465 num_leaves=31 num_cat=4 split_feature=34 35 36 15 31 76 136 116 64 132 135 80 99 20 91 114 76 132 61 84 136 15 15 6 25 136 7 23 12 136 split_gain=6.81039 30.4957 29.5108 32.4731 46.2679 22.7634 20.5452 19.6679 17.9459 16.0306 25.4611 29.1464 23.8356 22.949 20.1706 19.5406 16.6774 16.5361 19.4726 17.0117 15.4235 20.2416 17.9604 15.3759 14.7936 15.5515 20.6302 13.896 13.6674 13.5732 threshold=12.550000190734865 12.34999990463257 12.050000190734865 5.2950000762939462 1001.8500061035157 19.865000724792484 0 -0.66259482502937306 115.05000305175783 1019.9500122070314 1015.3500061035157 263.56846618652349 -0.97281834483146656 5.555000066757203 -0.98491150140762318 -0.91702514886856068 45.674999237060554 1022.9500122070314 0.74520179629325878 0.78322449326515209 1 2.4150000810623173 0.72500002384185802 5.1499998569488534 276.50000000000006 2 3.6499999761581425 8.8550000190734881 5.5950000286102304 3 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 1 left_child=1 9 3 24 28 -3 -7 -8 -4 10 20 13 16 -12 -15 27 17 23 19 -19 21 -1 29 -11 25 26 -2 -13 -5 -22 right_child=2 5 8 4 -6 6 7 -9 -10 12 11 15 -14 14 -16 -17 -18 18 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00059805981706715825 -0.0028215651215817775 0.00071311051056577313 -2.5515992959530848e-05 0.073063668379416843 0.0014459518795022098 0.0062670377173753931 -0.010257039205565081 0.0022167024830973651 -0.0086477244312436301 -0.009333387609504298 0.033443402531468928 -0.0015198018894286773 -0.0048318356511758438 -0.01014045551111383 0.011853049475160721 0.0039482955368118347 -0.03329954175837338 0.079628422297537332 0.009308756757225041 0.024392536444508513 0.0026487466367094668 -0.0043870159774929062 3.6506383512722691e-05 0.015614953200922025 -0.0024614748751799129 -0.0020922805847199879 0.0057480455143302696 -0.017096250636943727 0.022225282067374792 0.012745942587893192 leaf_weight=28419 1068 64993 711778 39 116 3602 331 6979 604 167 106 622 3277 121 753 2271 25 20 177 46 2133 4024 471967 98 21285 3355 2051 186 20 389 leaf_count=28419 1068 64993 711778 39 116 3602 331 6979 604 167 106 622 3277 121 753 2271 25 20 177 46 2133 4024 471967 98 21285 3355 2051 186 20 389 internal_value=5.68949e-06 0.000132305 -9.53383e-05 -0.00168954 0.0197813 0.0010679 0.00318107 0.00164963 -3.28264e-05 -5.64441e-06 1.84481e-05 0.00396273 -0.00323689 0.0114728 0.00880818 0.00157238 0.00656919 0.00853123 0.0179517 0.0411307 -1.31337e-05 -0.00106769 5.89921e-05 -0.000107209 -0.00182489 0.000268039 0.00280467 -0.00510547 0.0558303 0.00426721 internal_weight=1.33102e+06 590706 740316 27934 175 75905 10912 7310 712382 514801 510991 4059 3810 980 874 3079 533 508 243 66 506932 32443 474489 265 27759 6474 3119 808 59 2522 internal_count=1331022 590706 740316 27934 175 75905 10912 7310 712382 514801 510991 4059 3810 980 874 3079 533 508 243 66 506932 32443 474489 265 27759 6474 3119 808 59 2522 cat_boundaries=0 1 2 3 4 cat_threshold=2181 7200 4230 197 is_linear=0 shrinkage=0.05 Tree=466 num_leaves=31 num_cat=1 split_feature=81 33 35 76 116 39 64 39 15 31 116 25 76 136 14 41 43 84 28 18 42 132 135 101 99 15 99 108 8 18 split_gain=6.49358 7.08768 22.864 27.4961 21.4187 21.3066 19.5907 17.7021 25.6424 46.204 19.6874 18.2021 19.4827 17.4703 17.3655 23.2426 29.2607 37.2169 19.1292 19.07 18.4479 16.8206 26.1403 27.9927 29.4311 26.6772 21.4024 20.9874 21.123 19.5104 threshold=336.50944519042974 12.449999809265138 12.449999809265138 20.095000267028812 -0.66259482502937306 10.650000095367433 115.05000305175783 12.449999809265138 5.555000066757203 1003.9500122070314 -0.21643137186765668 278.50000000000006 47.645000457763679 0 2.685000061988831 11.34999990463257 9.4499998092651385 0.80077075958251964 1000.4500122070314 8.7100000381469744 13.34999990463257 1020.1499938964845 1015.4500122070314 -0.17796354740858075 -0.95888379216194142 2.1250000000000004 -0.97281834483146656 0.25588314235210424 8.6500000953674334 16.335000038146976 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 21 -4 5 -5 7 8 11 10 -10 12 14 -6 -3 16 19 18 -18 -16 -17 22 -1 25 -25 -24 -23 28 -26 -30 right_child=-2 6 3 4 13 -7 -8 -9 9 -11 -12 -13 -14 -15 15 20 17 -19 -20 -21 -22 26 23 24 27 -27 -28 -29 29 -31 leaf_value=2.8958626413397583e-05 -0.0010819082805749879 -0.00018872223221219199 0.00062131454324580119 0.029101233018769157 0.005956091586416393 -0.011192576028469549 -0.0087938287862632507 -6.8402861695275521e-06 0.084217488779513933 0.00044409982148098989 0.028377234739692586 -0.0015617572464332135 -0.010649423909785525 0.0013343557356548254 -0.0073453563316325564 -0.0080265427774966064 0.061205340376389888 0.082816934483972468 0.011601701316734155 0.0054051091976290043 0.037781466065865493 0.0063744926906896511 0.012054324917156588 -0.0056713324004111047 0.0064151088561424556 0.058501066856606068 -0.0049266836760828558 0.002826019706247357 0.02759432295779787 -0.01216095249434667 leaf_weight=491683 13591 12659 55138 36 5186 370 645 696563 27 138 38 40198 389 3405 335 495 21 22 261 2353 23 485 110 736 567 43 3076 2133 261 35 leaf_count=491683 13591 12659 55138 36 5186 370 645 696563 27 138 38 40198 389 3405 335 495 21 22 261 2353 23 485 110 736 567 43 3076 2133 261 35 internal_value=5.41236e-06 1.66295e-05 0.000150824 0.00103951 0.00360243 -0.00761973 -8.35965e-05 -7.61407e-05 -0.000923629 0.0168152 0.0515724 -0.000987076 0.000408083 0.00413278 0.000674108 0.00378595 0.0054789 0.020182 0.0152956 0.00381604 -0.0059926 3.66334e-05 6.12381e-05 0.00414651 0.00328715 0.025108 -0.00338749 0.0054879 0.012067 0.0228935 internal_weight=1.33102e+06 1.31743e+06 563264 64135 8997 406 754167 753522 56959 203 65 56756 16558 8591 16169 3510 2992 304 282 2688 518 499129 495568 3885 3732 153 3561 2996 863 296 internal_count=1331022 1317431 563264 64135 8997 406 754167 753522 56959 203 65 56756 16558 8591 16169 3510 2992 304 282 2688 518 499129 495568 3885 3732 153 3561 2996 863 296 cat_boundaries=0 1 cat_threshold=2453 is_linear=0 shrinkage=0.05 Tree=467 num_leaves=31 num_cat=2 split_feature=81 1 11 31 22 54 43 29 33 35 76 36 26 15 31 64 136 7 55 64 22 24 28 35 136 123 39 132 135 36 split_gain=5.86048 6.81701 7.39011 9.14604 6.79599 6.91624 7.00802 6.69918 6.397 20.7875 22.8428 20.4976 22.772 19.1571 26.5426 18.2746 16.2705 18.6183 18.5065 20.1531 15.6882 15.1584 14.6578 14.4856 15.4943 14.5023 14.4229 13.8543 26.8028 26.9735 threshold=336.50944519042974 47.500000000000007 16.550000190734867 1016.7500000000001 4.2149999141693124 0.33500000834465032 14.250000000000002 1011.4500122070314 12.449999809265138 12.34999990463257 20.335000038146976 12.050000190734865 276.50000000000006 5.555000066757203 1001.8500061035157 115.05000305175783 0 2.8500000238418584 39.225000381469734 63.780000686645515 7.3350000381469735 228.50000000000003 1000.4500122070314 13.750000000000002 1 0.30069434642791754 10.650000095367433 1019.9500122070314 1020.1499938964845 13.550000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=8 2 -2 -4 -3 -6 -7 -8 9 27 -11 12 13 16 -15 -13 17 -10 19 -19 -20 26 -22 24 -23 -26 -12 28 -1 -30 right_child=1 4 3 -5 5 6 7 -9 11 10 21 15 -14 14 -16 -17 -18 18 20 -21 22 23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=3.469474233218171e-05 0.0011394124138021453 0.023804004674401278 -0.0005669395158451701 -0.031137600149959328 -0.0055334258684181445 -0.0014300887213380574 0.037132496783590839 0.00099820520343451668 -0.0032379750605074711 0.00057013966677594836 0.024343348350866059 -2.028164877740811e-05 -0.0021852176489686455 0.06128129759623159 0.0053265824330164429 -0.0089375505100884444 -0.0011755798624011257 0.0060801087898996811 0.053283436450874438 -0.014856882655341935 0.052239725123614668 0.0056423466131319449 0.0079545366547761429 0.01131220747528194 0.0018250344262432446 -0.015068914034636692 -0.0076738762416283454 -0.0030721975236490708 0.0084471490571894833 0.064823727868497369 leaf_weight=484992 3693 26 63 40 1097 8620 23 29 707 63726 38 724659 21822 31 67 575 4252 1753 32 123 22 3573 124 565 5565 130 473 3584 596 22 leaf_count=484992 3693 26 63 40 1097 8620 23 29 707 63726 38 724659 21822 31 67 575 4252 1753 32 123 22 3573 124 565 5565 130 473 3584 596 22 internal_value=5.14449e-06 -0.00102781 0.000770977 -0.012439 -0.00172492 -0.00179287 -0.00131969 0.0169807 1.58008e-05 0.00014329 0.0009239 -7.94167e-05 -0.00138448 0.00107281 0.0230265 -2.73517e-05 0.00076603 0.00374684 0.0061693 0.00470737 0.021577 0.0031033 0.0146276 0.00353964 0.00306581 0.00143687 -0.00529295 2.50954e-05 4.79547e-05 0.0104541 internal_weight=1.33102e+06 13591 3796 103 9795 9769 8672 52 1.31743e+06 563264 74070 754167 28933 7111 98 725234 7013 2761 2054 1876 178 10344 146 9833 9268 5695 511 489194 485610 618 internal_count=1331022 13591 3796 103 9795 9769 8672 52 1317431 563264 74070 754167 28933 7111 98 725234 7013 2761 2054 1876 178 10344 146 9833 9268 5695 511 489194 485610 618 cat_boundaries=0 1 2 cat_threshold=4736 149 is_linear=0 shrinkage=0.05 Tree=468 num_leaves=31 num_cat=2 split_feature=84 122 101 87 16 6 136 31 80 136 4 20 124 52 1 86 61 53 135 18 132 114 128 20 133 79 17 63 70 132 split_gain=5.55621 22.3844 22.5862 23.6816 15.581 13.4815 17.217 12.1307 11.1145 19.0035 19.826 15.7313 21.3903 15.6678 12.7526 11.9082 14.388 12.0229 11.6538 21.655 25.7572 36.8243 22.9341 21.8647 30.6979 25.6164 20.9546 17.0846 16.446 16.413 threshold=0.85602468252182018 -0.74892720580101002 0.70308685302734386 0.81269061565399181 11.775000095367433 4.4500000476837167 0 1022.2500000000001 303.77677917480474 1 4.4500000476837167 5.6349999904632577 0.96359375119209301 1.2849999666213991 316.50000000000006 0.81192710995674144 0.58325442671775829 0.33500000834465032 1018.2500000000001 12.699999809265138 1014.0499877929689 -0.9099266231060027 317.50000000000006 8.3550000190734881 1018.6499938964845 6.6849999427795419 14.039999961853029 0.55441033840179454 272.92906188964849 1013.0499877929689 decision_type=2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 5 3 -3 -5 -2 -7 -6 18 10 -10 12 13 -11 -12 16 17 -14 29 22 21 -21 23 24 25 -20 -23 -27 -29 -1 right_child=1 2 -4 4 7 6 -8 -9 9 11 14 -13 15 -15 -16 -17 -18 -19 19 20 -22 26 -24 -25 -26 27 -28 28 -30 -31 leaf_value=2.2498109777419794e-05 0.00035196089247476045 0.0025773329175572948 -0.00060280123381441762 0.00089755371006120335 -0.00061833412152015885 2.4945446730464618e-05 -0.0022392862707333078 0.0020061506994195092 -5.0377375650846877e-05 -0.0015740774671663491 -0.0037651896122044646 -0.00037034652317780752 0.023069099672138691 0.0019654095640989264 -0.0013644554347916706 0.0025718771055322099 0.039492882179239623 0.0065114624298638624 0.0019741053573615187 -0.0087222134428364892 -0.00063895621506048145 0.027685181294412664 -0.0007956019277140287 0.016907107939918366 -0.00022450644129838276 0.050232506811880739 0.092806716440688997 0.059962438676406493 0.012028563667612137 -0.0020761389430085475 leaf_weight=937956 20348 16021 38116 92583 34735 14662 19651 5042 16014 5144 9342 80833 125 7972 13562 1325 39 892 157 42 4451 30 932 575 836 64 21 21 121 9410 leaf_count=937956 20348 16021 38116 92583 34735 14662 19651 5042 16014 5144 9342 80833 125 7972 13562 1325 39 892 157 42 4451 30 932 575 836 64 21 21 121 9410 internal_value=4.88894e-06 0.00022206 0.000482852 0.000761734 0.000541972 -0.000667732 -0.00127242 -0.000285663 -4.31653e-05 -0.000467372 -0.00139966 -9.05668e-05 0.00136872 0.000577248 -0.00234366 0.00572861 0.00968947 0.00854657 1.69354e-05 0.00201394 -9.48131e-05 0.025948 0.00555502 0.00889142 0.00504737 0.0171887 0.0544999 0.0287842 0.0191174 1.65276e-06 internal_weight=1.33102e+06 241158 186497 148381 132360 54661 34313 39777 1.08986e+06 135248 38918 96330 15497 13116 22904 2381 1056 1017 954616 7250 4544 93 2706 1774 1199 363 51 206 142 947366 internal_count=1331022 241158 186497 148381 132360 54661 34313 39777 1089864 135248 38918 96330 15497 13116 22904 2381 1056 1017 954616 7250 4544 93 2706 1774 1199 363 51 206 142 947366 cat_boundaries=0 1 2 cat_threshold=1559 4705 is_linear=0 shrinkage=0.05 Tree=469 num_leaves=31 num_cat=4 split_feature=19 15 136 132 119 36 119 127 21 29 38 28 9 120 92 30 21 8 136 12 15 24 12 17 12 136 8 125 136 37 split_gain=5.65619 11.1814 12.4718 12.5404 11.4626 14.969 19.2906 13.413 10.9098 11.5203 11.4624 11.7402 10.9087 12.2516 10.0779 10.0041 12.0243 11.0003 9.88708 9.49355 17.1643 33.0182 41.277 22.6491 16.3792 15.0317 14.8493 14.2472 17.0312 13.919 threshold=6.4600000381469735 1.6050000190734866 0 1016.4500122070314 -0.21643137186765668 13.449999809265138 -0.88697704672813404 -0.97625884413719166 6.4149999618530282 1012.2500000000001 11.84999990463257 1018.0499877929689 7.1499998569488534 -0.0087262028828264497 -0.53636515140533436 1021.1499938964845 8.0950002670288104 9.7500000000000018 1 0.85500001907348644 0.9650000035762788 283.50000000000006 1.1449999809265139 9.5450000762939471 2.2350000143051152 2 6.8500001430511483 -0.43049471080303187 3 10.150000095367433 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 2 left_child=1 12 4 15 5 8 7 -7 9 14 11 -11 13 -1 -3 -4 17 -17 -15 26 21 23 29 24 -21 -24 -2 28 -28 -23 right_child=19 2 3 -5 -6 6 -8 -9 -10 10 -12 -13 -14 18 -16 16 -18 -19 -20 20 -22 22 25 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0011394526871215448 -0.00072664788038907368 -0.02099876403808594 0.00020474721279885454 0.010921564193148237 0.0021434498402869251 0.066930517110796214 0.0077928491664218244 0.023615139609901234 -0.0040577855875359517 0.037779755899682646 0.0045835762144517105 0.0030598503058510171 -0.00082825375818285953 0.00096731271457537295 0.0055008272764714974 -8.1420653424599723e-05 -0.030255321199850489 0.0094701829022952669 -0.002348231692307523 -0.0012108357407941495 -3.3142785315404308e-05 0.011634452365948292 -0.00096768475999555511 0.00088100897164132693 -0.018267248910982952 0.0070435256843826904 0.0037945452469596952 0.00072302848841681016 0.019797775525136542 0.00040802913613183206 leaf_weight=25289 78013 45 19322 292 5333 21 313 120 306 80 109 35 23420 3815 177 518 24 721 5456 16027 1092668 285 665 37178 142 5175 866 5565 201 8841 leaf_count=25289 78013 45 19322 292 5333 21 313 120 306 80 109 35 23420 3815 177 518 24 721 5456 16027 1092668 285 665 37178 142 5175 866 5565 201 8841 internal_value=4.64366e-06 0.000398298 0.00123032 0.000632208 0.00313416 0.00754115 0.0147104 0.0300664 0.00321291 0.00820132 0.0162013 0.0272128 4.87155e-06 0.000569449 0.000129288 0.000486559 0.00479786 0.00547686 -0.000985381 -2.23439e-05 1.49277e-05 0.000783816 0.00285919 0.000201588 -0.00136063 0.00614169 -0.000533558 0.00173779 0.00703032 0.000758624 internal_weight=1.33102e+06 85396 27416 20877 6539 1206 454 141 752 446 224 115 57980 34560 222 20585 1263 1239 9271 1.24563e+06 1.16098e+06 68313 14966 53347 16169 5840 84645 6632 1067 9126 internal_count=1331022 85396 27416 20877 6539 1206 454 141 752 446 224 115 57980 34560 222 20585 1263 1239 9271 1245626 1160981 68313 14966 53347 16169 5840 84645 6632 1067 9126 cat_boundaries=0 1 2 3 4 cat_threshold=6226 2831 2080 2232 is_linear=0 shrinkage=0.05 Tree=470 num_leaves=31 num_cat=1 split_feature=10 20 23 30 38 13 35 29 75 27 63 79 95 20 76 104 29 23 136 18 114 109 19 103 30 31 64 7 5 40 split_gain=6.21325 20.5382 34.7302 13.3014 13.9283 12.4247 15.1331 18.0405 16.7617 21.6496 23.0378 13.821 23.5176 16.0591 14.8294 13.694 12.854 12.7149 11.1995 11.4319 11.7242 10.5377 20.386 11.7345 14.3017 11.8362 10.4874 9.94003 12.1788 10.522 threshold=0.35000000894069677 7.1150000095367441 7.305000066757203 1019.1499938964845 13.550000190734865 2.495000004768372 15.34999990463257 1005.3500061035157 0.7102339267730714 223.50000000000003 0.45582883059978491 10.72499990463257 0.6183919906616212 8.7449998855590838 13.914999961853029 -0.97866675257682789 1025.049987792969 8.4250001907348651 0 10.405000209808351 -0.66259482502937306 0.42235326766967779 17.029999732971195 -1.0000000180025095e-35 1008.3500061035157 1003.0499877929689 71.479999542236342 1.6500000357627871 9.5500001907348651 9.5500001907348651 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 21 -5 -3 8 -8 9 10 -7 12 16 15 -14 17 -10 -13 19 -4 -21 22 23 -1 25 -25 -17 28 29 -2 right_child=27 5 18 4 -6 6 7 -9 11 -11 -12 13 14 -15 -16 26 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.001083752943404806 -0.00065155307096882384 -0.0012741911513935689 0.0014714378042944556 0.011079797144981508 0.0017514492406534997 0.011339315771351034 0.053174553890712566 0.005321429670673462 -0.0013828025649418123 0.0023389055859258947 0.060140907054301355 0.048834406455548915 0.012255999303722223 -0.0093682146927857087 0.047722234581597155 -0.0032716195621849682 0.032587869359373016 -0.0041933939047157772 0.0020207810689603042 0.012584903993645494 0.0029675431462185269 0.00021581555492983367 0.043697046398213417 0.013345968611538412 0.0063980671961044178 0.061630338565869774 0.0061594583889735604 3.9958817449112855e-05 -0.0038103972480394151 0.00025445491676557799 leaf_weight=607 92806 16430 468 616 1142 99 20 1294 700 2205 32 26 112 826 40 1868 29 20 1045 1320 417 20071 33 30 578 22 350 1135251 2572 48948 leaf_count=607 92806 16430 468 616 1142 99 20 1294 700 2205 32 26 112 826 40 1868 29 20 1045 1320 417 20071 33 30 578 22 350 1135251 2572 48948 internal_value=1.17183e-05 0.000556253 0.00152057 0.000839666 0.00502009 -0.000500204 0.00116842 0.00604979 0.000151442 0.00351215 0.0232603 -0.00182555 0.00369881 -0.00340061 0.0215892 -0.00122339 -3.14315e-05 0.0257788 0.00636003 0.00836938 0.0102761 0.000495297 0.0049122 0.00387752 0.00865767 0.033774 -0.0017834 -9.7298e-06 -0.000400575 -0.000338706 internal_weight=1.32998e+06 50400 26349 23099 1758 24051 7621 1314 6307 2336 131 3971 881 3090 152 2264 729 46 3250 2205 1737 21341 1270 1237 630 52 2218 1.27958e+06 144326 141754 internal_count=1329977 50400 26349 23099 1758 24051 7621 1314 6307 2336 131 3971 881 3090 152 2264 729 46 3250 2205 1737 21341 1270 1237 630 52 2218 1279577 144326 141754 cat_boundaries=0 1 cat_threshold=1344 is_linear=0 shrinkage=0.05 Tree=471 num_leaves=31 num_cat=1 split_feature=4 131 6 99 89 31 116 5 102 122 63 72 66 33 40 26 75 123 3 35 136 116 31 15 19 22 30 104 91 38 split_gain=6.04314 11.8507 9.36094 14.6643 9.80014 12.4632 16.5474 11.1386 9.26317 16.26 13.1147 10.5548 12.1494 9.46444 9.31115 8.81857 13.4953 8.78844 10.6745 12.7471 12.4908 9.23948 12.2863 8.71974 8.42995 12.0302 15.1058 14.6132 16.3718 9.88971 threshold=14.550000190734865 336.50000000000006 13.250000000000002 -0.74887886643409718 -0.99858081340789784 1009.3500061035157 -0.95368063449859608 7.1499998569488534 0.34875132143497473 0.59480014443397533 0.83139032125473034 0.68991461396217357 40.114999771118171 9.5500001907348651 12.250000000000002 162.50000000000003 0.75673398375511181 0.98624804615974437 162.50000000000003 13.050000190734865 0 -0.98897820711135853 1009.2500000000001 2.9650000333786015 13.344999790191652 7.3750000000000009 1008.9500122070314 -0.58656388521194447 -0.68781214952468861 10.949999809265138 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=2 8 -1 4 5 -4 -7 -8 9 11 24 12 14 -12 -2 16 -6 18 19 -5 -21 22 -20 -15 -10 26 29 28 -28 -26 right_child=1 -3 3 17 15 6 7 -9 10 -11 13 -13 -14 23 -16 -17 -18 -19 21 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=1.8249662795546089e-05 0.0021639596933346185 -0.012449543457328072 -0.0055891131809461987 -0.0083680613508957599 0.0026996883377432826 0.057140283845365049 0.044359308718280366 0.0073710602164818052 0.0012259216421232405 -0.014484087474038157 0.044180926014311041 -0.002414630432340185 0.031599639789201321 0.031868678213071981 0.030150201165628051 -5.8154169192764866e-05 0.043717236559966517 0.02086436972930664 0.043832986930815075 -0.013518964283174829 0.0028920362393947572 -0.0017167002388695004 -0.0024405078962445263 0.0033396195781119557 -0.0087770968979305544 0.0001719354652280433 0.012672418340865035 0.00098098059703983619 0.061477738451212655 0.02618197915781777 leaf_weight=1301172 720 155 124 1378 65 20 22 272 5466 209 26 1469 40 37 31 7351 29 41 26 133 603 9143 32 97 23 565 122 418 20 168 leaf_count=1301172 720 155 124 1378 65 20 22 272 5466 209 26 1469 40 37 31 7351 29 41 26 133 603 9143 32 97 23 565 122 418 20 168 internal_value=1.11332e-05 0.00126332 2.06145e-06 -0.00109278 0.000564046 0.00783239 0.0131326 0.0101389 0.00148917 -0.00114118 0.00242468 9.27437e-05 0.0047493 0.0165737 0.00331918 0.000136439 0.015354 -0.0022429 -0.00232663 -0.00553055 -0.000217926 -0.0015905 0.0183028 0.011217 0.00209088 0.0056835 0.00983001 0.00568864 0.0195464 0.0219722 internal_weight=1.32998e+06 9566 1.32041e+06 19239 7883 438 314 294 9411 2469 6942 2260 791 160 751 7445 94 11356 11315 2114 736 9201 58 134 6782 1316 751 560 142 191 internal_count=1329977 9566 1320411 19239 7883 438 314 294 9411 2469 6942 2260 791 160 751 7445 94 11356 11315 2114 736 9201 58 134 6782 1316 751 560 142 191 cat_boundaries=0 1 cat_threshold=2563 is_linear=0 shrinkage=0.05 Tree=472 num_leaves=31 num_cat=0 split_feature=6 20 23 52 87 67 20 79 68 20 107 29 106 32 106 75 106 7 5 40 30 12 98 107 38 31 27 35 79 12 split_gain=5.57755 18.8282 34.7479 14.4701 17.8204 23.0269 18.1665 15.9585 12.033 11.845 11.83 11.7879 11.2456 10.5774 23.0261 9.25606 9.25408 9.05342 10.9988 9.7125 8.73837 8.58726 7.95045 9.51886 9.98686 10.3355 8.25143 7.83843 7.73649 7.57827 threshold=1.0000000180025095e-35 7.8550000190734872 8.4049997329711932 8.9349999427795428 0.81927219033241283 17.425000190734867 6.6349999904632577 24.755000114440922 250.56265258789065 6.7950000762939462 -0.69762459397315968 1022.7500000000001 -0.91316208243370045 12.34999990463257 -0.58184704184532154 0.71409720182418834 -0.95608028769493092 1.6500000357627871 9.5500001907348651 9.5500001907348651 1029.6499633789065 3.2150000333786015 -0.57226493954658497 -0.60348907113075245 15.750000000000002 1014.4500122070314 163.50000000000003 13.050000190734865 38.764999389648445 4.4049999713897714 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 9 5 7 10 13 -8 12 -7 -4 -1 14 -5 27 -17 18 19 29 -3 -14 23 24 -6 -26 -25 -10 -24 -2 right_child=17 20 11 4 22 6 8 -9 15 -11 -12 -13 21 -15 -16 16 -18 -19 -20 -21 -22 -23 28 26 25 -27 -28 -29 -30 -31 leaf_value=0.0075626933187808642 -0.0005940570906447745 -0.00098529689769959595 0.0069550876692101851 0.0030116436372357091 -0.001127747383079978 0.065289794871230322 -0.017369820661842821 0.043993398516128462 0.008853670340031386 -0.0011176703540769835 0.022885500609041438 0.023391940559730189 0.00093026242910352285 0.00040464910199355578 0.044299475804133265 0.038959425841939864 0.009252362782067378 3.7476862249833279e-05 -0.0036237667195307705 0.00024655076040008632 0.031290155729012829 -0.010925326788383719 -0.0009593811937763045 0.036165271193274985 -0.0016506604913350505 0.011836778640666117 0.0058355533002297788 0.047705019319530681 -0.015618937899319766 -0.0071940184089203862 leaf_weight=642 92186 15350 1611 127 1894 29 30 24 20 9257 38 117 18645 834 46 29 273 1134838 2572 48778 21 154 360 23 240 348 897 37 120 437 leaf_count=642 92186 15350 1611 127 1894 29 30 24 20 9257 38 117 18645 834 46 29 273 1134838 2572 48778 21 154 360 23 240 348 897 37 120 437 internal_value=1.05725e-05 0.000522469 0.00115099 0.00080014 0.00318256 0.00783686 0.0171926 0.00369891 0.0130509 0.000354423 0.0412396 0.008068 0.00105537 0.00273856 0.0139899 0.015593 0.012105 -9.90877e-06 -0.000383416 -0.000324476 -0.000941202 0.000833142 0.00139972 0.00224967 0.000639439 0.0063317 0.0065938 0.034073 -0.00462427 -0.000625196 internal_weight=1.32998e+06 51166 35795 34067 5369 1487 456 1031 389 28698 67 1728 19441 1007 173 359 302 1.27881e+06 143973 141401 15371 18799 3882 3402 2482 588 920 57 480 92623 internal_count=1329977 51166 35795 34067 5369 1487 456 1031 389 28698 67 1728 19441 1007 173 359 302 1278811 143973 141401 15371 18799 3882 3402 2482 588 920 57 480 92623 is_linear=0 shrinkage=0.05 Tree=473 num_leaves=31 num_cat=0 split_feature=4 134 92 122 32 101 123 25 95 54 28 18 135 107 12 31 38 37 124 100 63 111 109 23 31 34 22 23 120 10 split_gain=5.46735 8.59031 8.31026 11.7158 12.2109 9.94446 9.78656 9.70705 7.95343 18.2479 7.43005 7.08959 12.4977 13.5637 11.1556 8.45837 9.98361 20.0701 11.6414 11.0922 10.8871 10.2165 11.499 9.19758 8.53323 10.0016 10.0138 8.1528 8.00141 7.66781 threshold=14.550000190734865 1021.2500000000001 -0.9498513638973235 0.41467745602130895 11.650000095367433 -0.56764888763427723 0.72534674406051647 219.50000000000003 -0.88083529472351063 5.5150001049041757 1014.8500061035157 12.699999809265138 1015.8500061035157 -0.72278931736946095 5.305000066757203 1022.7500000000001 11.949999809265138 10.949999809265138 -0.8703225553035735 0.30216962099075323 0.86896789073944103 -0.94340083003044117 -0.97540867328643788 7.5050001144409189 1019.9500122070314 12.650000095367433 7.1949999332427987 8.4250001907348651 0.58068084716796886 17.94999980926514 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 -2 6 7 -4 9 -7 -11 -10 14 -14 15 16 17 27 23 28 21 -19 -23 -18 25 26 29 -13 -20 -24 right_child=1 -3 5 -5 -6 8 -8 -9 11 10 -12 12 13 -15 -16 -17 18 20 19 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.4151553705138452e-06 0.039954927278325919 -0.028674971617874689 -0.0077016011072407161 -0.01615235791541636 0.0065009547573012805 0.0040816928603421045 -0.027086583387184268 0.0083255024792449617 0.00041061368996222396 0.019886662331118715 0.06298553507775069 0.0062019198278229848 0.056557319129047837 0.0055218899870912233 -0.0054503837042720986 -0.0087948950964051326 0.008477383676998235 0.043735870530282883 0.0010893108690652297 0.010025021495510817 0.045425222791505585 -0.017860369271199619 0.0082738192496346497 -0.010001267861794234 0.039225773594123041 0.03478369185080131 -0.0013608761960252499 -0.010151388101900617 -0.024779366596769065 0.038173125160707012 leaf_weight=1320411 47 24 353 27 65 179 48 129 6415 20 20 278 23 30 325 111 91 29 128 476 33 28 51 259 34 42 120 105 39 37 leaf_count=1320411 47 24 353 27 65 179 48 129 6415 20 20 278 23 30 325 111 91 29 128 476 33 28 51 259 34 42 120 105 39 37 internal_value=1.00439e-05 0.00120108 0.00127623 0.0134124 0.0205397 0.00109682 -0.00555629 -0.00341219 0.00149422 0.0109044 0.0414361 0.00125609 0.00367847 0.0276693 0.00309681 0.00458947 0.00543842 0.00976377 0.00214105 0.00613522 0.0180025 0.0153487 0.0127101 -0.00519682 0.0157241 0.0125279 0.00803397 0.00171864 -0.00495188 0.0208451 internal_weight=1.32998e+06 9566 9542 139 112 9403 530 482 8873 219 40 8654 2239 53 2186 1861 1750 757 993 643 374 341 312 350 284 250 208 383 167 88 internal_count=1329977 9566 9542 139 112 9403 530 482 8873 219 40 8654 2239 53 2186 1861 1750 757 993 643 374 341 312 350 284 250 208 383 167 88 is_linear=0 shrinkage=0.05 Tree=474 num_leaves=31 num_cat=4 split_feature=6 7 9 126 136 30 127 28 107 127 15 52 4 136 9 9 121 37 136 2 35 105 14 4 39 136 4 4 124 77 split_gain=5.44944 29.4799 24.3595 20.4276 24.5596 19.2423 33.2545 26.1448 18.5754 16.6799 16.1211 19.4102 15.7894 31.7695 21.5911 19.4248 16.0031 20.6999 15.2696 14.9779 16.8719 15.7463 17.7737 17.6825 16.3807 14.868 15.1451 15.4534 14.5748 14.8017 threshold=6.4500000476837167 9.9499998092651385 6.4500000476837167 0.83385404944419872 0 1013.8500061035157 -0.72534674406051625 1016.3500061035157 -0.95877352356910694 -0.25037047266960138 2.4150000810623173 17.804999351501468 5.8500001430511483 1 6.8500001430511483 8.5500001907348651 0.87032255530357372 12.949999809265138 2 343.50000000000006 10.750000000000002 -0.35398264229297632 3.5249999761581425 9.8499999046325701 8.2500000000000018 3 9.2500000000000018 4.2500000000000009 0.14780378341674807 5.2449998855590829 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 left_child=1 12 9 25 19 10 8 -8 -7 -2 -3 -12 15 16 -15 18 17 -14 -1 20 -5 23 -23 -22 -25 26 27 -4 29 -19 right_child=2 5 3 4 -6 6 7 -9 -10 -11 11 -13 13 14 -16 -17 -18 28 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00032905890953322301 0.0034201834573752542 0.0040675547386579526 0.0041248823302921468 -0.0025730090814999468 0.00084369682774702935 0.046054283664184244 0.0076521997238547801 0.00032989104866385741 0.010148258231488131 0.00061353876781642704 -0.0042403807672876277 0.0041923514937509572 0.0037082730846508052 0.0011631944578491932 -0.00047561965199262226 0.0024538375862408531 -0.0023520328813487952 0.0045046203292877212 -0.00020863844505062927 0.0011093714684523306 -0.00042469311581120044 -0.0012410442721100812 -0.0090451418858540564 0.030596673359925098 0.0031262912685434737 -0.00062706609654744833 0.001168729554975481 -0.00060399423246218953 0.0005896147659664936 -4.0160254297762042e-05 leaf_weight=175817 6720 1741 1810 12623 79025 37 1736 4094 1360 24941 2416 951 10960 28608 67565 7678 2417 5513 530142 9660 9524 7267 811 55 4077 241552 25691 37960 24572 2654 leaf_count=175817 6720 1741 1810 12623 79025 37 1736 4094 1360 24941 2416 951 10960 28608 67565 7678 2417 5513 530142 9660 9524 7267 811 55 4077 241552 25691 37960 24572 2654 internal_value=9.5417e-06 8.33468e-05 -0.000129249 -0.00022779 0.000316548 0.00251027 0.00417053 0.00251026 0.0110992 0.00120924 0.000161272 -0.00185858 4.83716e-05 0.000529308 1.18672e-05 -4.75201e-05 0.00160806 0.00182746 -7.47248e-05 -0.000629907 -0.00111912 -0.000274701 -0.00202455 0.000760393 0.00349194 -0.000445946 0.000222453 -0.000388775 0.00119782 0.00302772 internal_weight=1.32998e+06 868261 461716 430055 123042 12335 7227 5830 1397 31661 5108 3367 855926 142289 96173 713637 46116 43699 705959 44017 34357 21734 8078 13656 4132 307013 65461 39770 32739 8167 internal_count=1329977 868261 461716 430055 123042 12335 7227 5830 1397 31661 5108 3367 855926 142289 96173 713637 46116 43699 705959 44017 34357 21734 8078 13656 4132 307013 65461 39770 32739 8167 cat_boundaries=0 1 2 3 4 cat_threshold=2722 1376 2568 1168 is_linear=0 shrinkage=0.05 Tree=475 num_leaves=31 num_cat=1 split_feature=5 75 11 15 38 38 121 116 124 4 5 136 98 21 87 19 2 8 125 122 114 32 22 15 12 19 101 120 125 59 split_gain=6.48514 8.01853 7.19649 6.24315 7.24337 11.2621 8.97679 7.15709 6.33163 6.21469 10.2764 9.16543 12.9938 12.2361 11.5455 12.8167 10.7007 10.3809 10.2536 10.0438 9.98626 8.93599 8.83147 8.29874 8.69135 8.10271 9.69661 7.82366 7.77253 15.5933 threshold=16.849999427795414 0.77161407470703136 11.250000000000002 2.2050000429153447 12.050000190734865 11.84999990463257 0.64942333102226268 -0.9366365075111388 -0.96811076998710621 13.750000000000002 13.250000000000002 0 -0.67838567495346058 7.8150000572204599 0.86447232961654674 8.7100000381469744 329.50000000000006 18.849999427795414 -0.97625884413719166 0.90992662310600292 -0.98321744799613942 13.150000095367433 11.015000343322756 5.2950000762939462 6.0650000572204599 17.029999732971195 0.85764095187187206 0.98897820711135875 -0.98624804615974415 284.21852111816412 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 -2 -4 5 7 8 -5 -6 10 -1 12 13 17 22 -16 18 21 -14 20 -20 -11 23 24 25 28 -27 -12 29 -13 right_child=1 -3 3 4 6 -7 -8 -9 -10 11 27 14 16 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-1.5975874152997345e-05 -0.013547544776490528 -0.0090543007814074487 0.017564676923211665 0.015687629989244872 -0.025542804525922176 0.031436034527552482 0.026094189444556833 -0.0017551506585053282 -0.0052721385332585788 0.0063139959327713768 -0.0015445382800847913 0.011170916120306804 0.032590104364182637 -0.0034341878498837888 1.5243243252687477e-06 -0.0080442616668206495 0.0087828912387683134 0.012000698549091905 -0.020602205103406542 0.02738795804400598 -0.00078361247358893114 -0.0012209116105439291 -0.030070835181876372 0.010836581789870445 -0.016246197428942347 -0.018714677035735039 0.0023977925517381388 0.028299941368062388 0.00065533999627870039 -0.0074653660381625367 leaf_weight=1301192 98 438 52 72 46 34 20 321 237 1536 11918 455 23 392 1187 849 333 571 65 31 2873 529 23 207 75 114 104 22 6808 149 leaf_count=1301192 98 438 52 72 46 34 20 321 237 1536 11918 455 23 392 1187 849 333 571 65 31 2873 529 23 207 75 114 104 22 6808 149 internal_value=-2.07969e-05 -0.00352635 -0.00077494 0.000825719 -0.000366645 0.00382888 -0.00627915 0.00144047 -0.00856702 -1.73215e-05 -2.93747e-05 0.000952258 0.00243462 0.004808 5.32901e-06 -0.00335352 0.000280553 0.0060337 -0.00066573 -0.000923353 -0.00122208 0.00438375 0.000867165 0.000957101 0.000691683 0.000858176 -0.00864267 -0.00148955 0.00113761 0.00657356 internal_weight=1.33077e+06 1318 880 782 730 427 303 393 283 1.32946e+06 1.31313e+06 16324 6353 3028 9971 2036 3325 2636 2992 2969 2938 2065 7935 7912 7705 7630 218 11940 7412 604 internal_count=1330774 1318 880 782 730 427 303 393 283 1329456 1313132 16324 6353 3028 9971 2036 3325 2636 2992 2969 2938 2065 7935 7912 7705 7630 218 11940 7412 604 cat_boundaries=0 1 cat_threshold=5892 is_linear=0 shrinkage=0.05 Tree=476 num_leaves=31 num_cat=4 split_feature=18 29 26 136 15 109 36 95 36 126 11 35 136 35 21 107 114 132 52 100 7 127 10 9 119 136 125 126 120 136 split_gain=5.94263 25.8079 31.1396 16.7469 25.6679 20.1699 16.7956 16.6049 16.2758 12.5823 13.0291 14.572 12.2871 17.1131 15.1437 13.6801 12.3712 11.7274 11.5209 15.6306 10.9355 10.7728 16.308 10.5648 18.0124 10.5598 15.1715 10.5411 9.85411 9.79387 threshold=6.9049999713897714 1014.3500061035157 247.50000000000003 0 2.9850000143051152 -0.97540867328643788 13.250000000000002 0.32420288026332861 16.849999427795414 -0.80382624268531788 8.6500000953674334 11.949999809265138 1 14.449999809265138 5.3550000190734872 1.0000000180025095e-35 0.85260769724845897 1016.6499938964845 5.5950000286102304 0.076899576932191863 12.250000000000002 -0.30069434642791742 16.349999427795414 2.6499999761581425 0.95878320932388317 2 0.94828754663467418 0.35019405186176306 -0.85260769724845875 3 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 left_child=1 2 3 4 5 6 -1 -6 9 -7 -11 27 28 14 20 -16 29 -4 -5 -20 23 22 -13 24 -14 26 -25 -12 -3 -15 right_child=-2 12 17 18 7 8 -8 -9 -10 10 11 21 13 16 15 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010204495053578823 -5.2935655221595453e-05 0.0020897279351241747 -0.00095421295420789864 3.3428521429962297e-05 0.074701337537474252 0.004691861112886434 0.0098078120704514979 0.013269653658128598 -0.0022652421435584496 0.0068563612282207254 0.035207113456607868 0.015115734693412295 0.0027178418734700991 0.0064370835795305482 0.0023077086603050553 -0.012577282629037002 -0.010125234683275709 0.0055083779315783033 0.0029466042006868268 0.030452604416279578 0.0051633004351427205 0.0019291252881350161 0.060804848859763963 -0.0051637124528882026 0.033499963581562042 0.00014678310692097839 0.00070569642581678723 0.00023523488081991672 -0.00074509726830316182 0.0026469348203305028 leaf_weight=324 1211330 3957 49909 3448 22 673 155 22 335 392 156 174 1578 2221 14679 156 169 712 171 74 995 136 22 2581 49 13251 1920 25 13607 7531 leaf_count=324 1211330 3957 49909 3448 22 673 155 22 335 392 156 174 1578 2221 14679 156 169 712 171 74 995 136 22 2581 49 13251 1920 25 13607 7531 internal_value=-1.9757e-05 0.000316721 -0.000455772 0.00291023 0.00611781 0.00544683 -0.0037287 0.0439855 0.00774431 0.00986927 0.0137194 0.0189637 0.00101597 0.00145248 0.000935966 0.00215118 0.00328702 -0.000863315 0.000775756 0.0112545 5.11251e-05 0.0127416 0.0202441 -0.000211356 0.0036449 -0.000564788 -0.00265409 0.0303767 -0.000106378 0.00351945 internal_weight=1.33077e+06 119444 56750 6129 2436 2392 479 44 1913 1578 905 513 62694 45130 35209 14835 9921 50621 3693 245 20374 332 196 19379 1627 17752 4501 181 17564 9752 internal_count=1330774 119444 56750 6129 2436 2392 479 44 1913 1578 905 513 62694 45130 35209 14835 9921 50621 3693 245 20374 332 196 19379 1627 17752 4501 181 17564 9752 cat_boundaries=0 1 2 3 4 cat_threshold=5734 1064 144 406 is_linear=0 shrinkage=0.05 Tree=477 num_leaves=31 num_cat=1 split_feature=64 53 78 82 94 31 85 39 34 109 121 32 24 32 103 123 68 28 66 54 67 132 71 83 79 136 84 31 15 111 split_gain=6.34315 27.5626 25.1812 24.6151 22.3805 20.2986 20.2875 25.5093 21.6649 22.9483 24.0291 20.1848 24.8208 20.1887 20.1817 21.573 17.9499 29.2928 25.6657 17.0092 16.786 14.9885 15.6729 15.3083 15.0725 14.6322 17.2738 17.5893 13.8161 13.8073 threshold=23.875000000000004 0.034999999217689044 17.494999885559086 287.36247253417974 0.44390632212162023 1017.5499877929689 0.72853735089302074 11.750000000000002 11.150000095367433 0.45905649662017828 -0.35019405186176294 12.250000000000002 281.50000000000006 9.2500000000000018 0.29699295759201055 0.026175950653851036 247.19818115234378 1004.9500122070314 49.43499946594239 3.3850001096725468 5.4149999618530282 1018.5499877929689 215.6547775268555 74.415843963623061 50.014999389648445 0 0.76536908745765697 1025.4500122070315 2.8850001096725468 -0.05263037979602813 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=-1 20 3 4 5 14 7 16 9 -9 -11 13 25 -7 -3 -16 17 18 -4 -19 -2 22 -8 -24 -23 -13 -27 -28 -29 -15 right_child=1 2 6 -5 -6 11 21 8 -10 10 -12 12 -14 29 15 -17 -18 19 -20 -21 -22 24 23 -25 -26 26 27 28 -30 -31 leaf_value=1.7147012844451296e-05 -0.013853822531103857 -0.0043161842057127071 0.080691232301649596 2.3619093730093079e-05 -0.0043779555930055494 0.0033433470235320669 -0.0039730309895449284 0.0082715987183443456 0.0030521835412156656 0.05103803721859175 0.010373705113903644 0.00057189624234387979 -0.00050251718403781912 -0.0057666458105040752 0.0032046307311374596 -0.0053056685703392033 -0.0022298950522360787 0.04561819061636925 0.019304145231015153 -0.0020450238201429123 -0.0035281064895209876 -0.0033470074371652336 0.014505721209752666 0.00036229026130323781 -0.022529898144474085 0.0030694383938622812 0.011244606204434701 0.050547996690819191 0.0016476812167093161 -0.00063959867490517028 leaf_weight=1200808 486 7265 21 30988 7358 1505 2117 1152 3423 68 78 855 3541 2649 2238 1116 2661 20 90 292 2070 1482 192 53889 110 758 866 52 20 2604 leaf_count=1200808 486 7265 21 30988 7358 1505 2117 1152 3423 68 78 855 3541 2649 2238 1116 2661 20 90 292 2070 1482 192 53889 110 758 866 52 20 2604 internal_value=-1.87657e-05 -0.000350578 -0.000247446 -0.00097154 -0.0019719 -0.00121755 0.000434922 0.00282762 0.00513795 0.0106384 0.0293133 0.000119188 0.00220637 -0.0017623 -0.00283513 0.000372939 -0.000709029 0.00885841 0.0309179 0.00101031 -0.00549145 0.000111768 0.000247298 0.000412503 -0.00467246 0.00596652 0.00863184 0.0132188 0.0369646 -0.00322508 internal_weight=1.33077e+06 129966 127410 61815 30827 23469 65595 7805 4721 1298 146 12850 6092 6758 10619 3354 3084 423 111 312 2556 57790 56198 54081 1592 2551 1696 938 72 5253 internal_count=1330774 129966 127410 61815 30827 23469 65595 7805 4721 1298 146 12850 6092 6758 10619 3354 3084 423 111 312 2556 57790 56198 54081 1592 2551 1696 938 72 5253 cat_boundaries=0 1 cat_threshold=3152 is_linear=0 shrinkage=0.05 Tree=478 num_leaves=31 num_cat=1 split_feature=135 23 130 130 79 132 12 70 99 54 5 31 99 121 121 55 5 32 4 6 136 119 87 11 2 28 24 71 53 135 split_gain=6.0292 14.2527 10.3198 9.25654 8.99996 8.44744 8.88777 8.26009 7.16097 9.75292 5.85804 7.37066 7.8372 9.23617 7.65464 7.01744 8.53877 6.07224 5.54275 9.62176 9.76451 9.74946 12.5435 11.8202 11.5023 11.2127 18.6355 12.6986 14.6989 11.6973 threshold=1028.350036621094 8.3450002670288104 127.50000000000001 78.500000000000014 10.34500026702881 1026.850036621094 3.0349999666213994 278.57843017578131 -0.88483464717864979 12.484999656677248 16.849999427795414 1009.3500061035157 -0.99511745572090138 0.66259482502937328 0.19936034083366397 62.594999313354499 19.300000190734867 7.5499999523162851 13.750000000000002 12.650000095367433 0 -0.21643137186765668 0.77245828509330761 20.550000190734867 144.50000000000003 1003.2500000000001 293.50000000000006 276.40684509277349 75.424999237060561 1015.7500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=5 -2 3 -3 -4 10 8 -8 9 -7 18 12 -12 -14 -13 16 17 -16 19 -1 -21 22 23 24 -22 26 27 29 -29 -23 right_child=1 2 4 -5 -6 6 7 -9 -10 -11 11 14 13 -15 15 -17 -18 -19 -20 20 21 25 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-5.8015201665056676e-06 -0.0033033874106747439 0.018194649467477574 -0.001259354519748336 0.060325954058630907 0.031336577793117618 0.029240107693170248 -0.029173554320701622 -0.0058114250598728292 -0.0068568315904121852 -0.0048247090673341634 0.0146949110605887 -0.0039156571074733179 -0.011328255508140444 0.023403478190302848 -0.017332228113567303 -0.014003901173851478 0.03907653181390329 0.009305794295343112 0.00090177565995157739 0.00088486606899198107 0.0015078194293271314 0.013191307120266192 -0.00019175057916767608 0.0065671485097714734 -0.011313750340595554 -0.0014230646452675696 -0.0016327354454911038 -0.0079053009075859028 0.030121210352667876 0.051555184132996063 leaf_weight=1285762 168 32 72 22 30 38 71 81 205 47 35 537 446 20 24 37 22 197 16324 5616 211 369 984 133 1023 17281 794 141 31 21 leaf_count=1285762 168 32 72 22 30 38 71 81 205 47 35 537 446 20 24 37 22 197 16324 5616 211 369 984 133 1023 17281 794 141 31 21 internal_value=-1.78272e-05 0.00680202 0.0176848 0.0353593 0.00832768 -1.9488e-05 -0.00693062 -0.016724 -0.00179754 0.0104043 -1.71913e-05 -0.00334895 -0.00812377 -0.00983762 -0.000420931 0.00628145 0.00937017 0.00641298 -1.38863e-05 -2.52759e-05 -0.000966465 -0.00146157 -0.00449641 -0.00759502 -0.00912141 -0.00107952 0.00329865 0.0102658 -0.00105169 0.0152571 internal_weight=1.33077e+06 324 156 54 102 1.33045e+06 442 152 290 85 1.33001e+06 1318 501 466 817 280 243 221 1.32869e+06 1.31237e+06 26604 20988 2351 1367 1234 18637 1356 562 172 390 internal_count=1330774 324 156 54 102 1330450 442 152 290 85 1330008 1318 501 466 817 280 243 221 1328690 1312366 26604 20988 2351 1367 1234 18637 1356 562 172 390 cat_boundaries=0 1 cat_threshold=6161 is_linear=0 shrinkage=0.05 Tree=479 num_leaves=31 num_cat=3 split_feature=79 19 67 35 39 35 64 35 52 135 17 92 136 136 29 32 67 76 59 64 63 136 52 39 67 29 39 87 22 110 split_gain=5.84637 21.2005 18.7206 17.3395 17.4949 23.4873 22.6631 17.4886 17.0814 16.7086 16.6662 16.6197 17.93 15.554 15.5264 19.905 14.4851 21.3901 19.6121 16.9098 23.5894 21.2445 18.7354 17.523 16.29 15.2847 15.3421 14.3151 20.6221 24.1245 threshold=6.8949999809265146 7.4149999618530282 21.505000114440922 15.750000000000002 11.84999990463257 10.34999990463257 4.7650001049041757 12.650000095367433 1.6349999904632571 1008.6499938964845 11.269999980926515 -0.088434342294931398 0 1 1017.5499877929689 12.050000190734865 16.704999923706058 33.43499946594239 245.99768066406253 22.82499980926514 0.74238985776901256 2 16.384999275207523 13.949999809265138 71.965000152587905 1030.350036621094 9.3499999046325701 0.84673047065734874 6.1549999713897714 -0.18813578039407727 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=2 3 -1 4 5 6 -2 9 -3 -6 11 -10 -13 -9 15 -4 17 18 -12 20 -18 23 -21 24 -22 27 -27 28 29 -24 right_child=1 8 14 -5 7 -7 -8 13 10 -11 16 12 -14 -15 -16 -17 19 -19 -20 22 21 -23 25 -25 -26 26 -28 -29 -30 -31 leaf_value=2.6575901000562522e-05 -0.003787741300916414 -0.0011011718675844324 -0.0047427631841768306 0.0027853498848844035 -0.0028593539785456493 0.0028674791688564558 0.003333146361491646 0.0033567530475634984 -0.00025155262323876918 0.0072893557012397754 0.00023492927822393352 0.0021312974258578059 0.00024027613970658171 -0.00018017587054094426 0.003730594962184293 0.0019194106520674726 -0.00040476041354596906 0.0046140763741527582 -0.0017894676468094149 -0.0021247914684526027 0.006630275274953328 0.00085425262442539399 0.068469972427313536 0.00093300144068668911 0.043038680010865776 -0.0096144426835789581 0.014334361082595623 -0.0015120072011280559 0.00020852325270963461 -0.0017113537415862083 leaf_weight=914420 3142 58701 1534 8565 7736 11848 1734 3637 64437 428 16408 19868 33960 21044 6281 4166 17151 1601 44172 14897 3432 8935 24 1854 31 84 328 15673 44658 25 leaf_count=914420 3142 58701 1534 8565 7736 11848 1734 3637 64437 428 16408 19868 33960 21044 6281 4166 17151 1601 44172 14897 3432 8935 24 1854 31 84 328 15673 44658 25 internal_value=-1.69355e-05 -0.00017556 5.23038e-05 0.000707977 0.000349029 0.00166542 -0.00125542 -0.00032125 -0.000323907 -0.00232731 -0.000165228 0.000290186 0.000938696 0.000342314 0.00201592 0.000126468 -0.000483409 -0.00109041 -0.00124116 -0.000130968 0.000844452 0.00234777 -0.000535665 0.00484683 0.0069562 -0.000146251 0.0094516 -0.000211742 0.000244094 0.0326632 internal_weight=1.33077e+06 404373 926401 58134 49569 16724 4876 32845 346239 8164 287538 118265 53828 24681 11981 5700 169273 62181 60580 107092 31403 14252 75689 5317 3463 60792 412 60380 44707 49 internal_count=1330774 404373 926401 58134 49569 16724 4876 32845 346239 8164 287538 118265 53828 24681 11981 5700 169273 62181 60580 107092 31403 14252 75689 5317 3463 60792 412 60380 44707 49 cat_boundaries=0 1 2 3 cat_threshold=660 2180 1285 is_linear=0 shrinkage=0.05 Tree=480 num_leaves=31 num_cat=4 split_feature=120 121 8 136 9 136 112 4 31 31 9 14 31 84 35 34 38 33 31 87 35 136 67 43 52 9 136 123 43 28 split_gain=6.10091 16.4105 19.9468 18.8546 18.6521 17.749 18.5868 15.4229 15.3399 13.8467 23.4777 14.342 19.8373 13.6131 16.3826 25.3327 17.8299 17.9798 15.3592 14.4169 16.6353 15.7485 14.2479 21.2785 12.8737 12.7495 14.2269 20.6528 17.9577 16.9334 threshold=-0.9099266231060027 -0.97988739609718312 5.2500000000000009 0 8.4499998092651385 1 -0.79332312941551197 9.3499999046325701 1000.3500061035157 1022.7500000000001 7.6499998569488534 4.2349998950958261 1010.8500061035157 0.88008853793144237 9.6500000953674334 9.3499999046325701 9.5500001907348651 11.250000000000002 1020.7500000000001 0.87019500136375438 11.449999809265138 2 8.8850002288818377 11.250000000000002 33.194999694824226 7.3500001430511483 3 0.46173103153705602 5.5499999523162851 1010.5499877929689 decision_type=2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 left_child=1 3 -3 4 -1 9 -7 -5 -9 11 -11 25 -13 -2 15 -15 17 -16 19 21 -21 -18 -20 -24 -10 -4 27 28 -27 -30 right_child=13 2 5 7 -6 6 -8 8 24 10 -12 12 -14 14 16 -17 18 -19 22 20 -22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=-0.00055361943567237685 -0.00010329530526381313 6.9817920748115771e-05 0.0017510106645289417 0.00014425465046921527 -0.003521003280762778 0.0012694765080375101 -0.0019282974741894558 0.030362089079315382 0.0055986160773165376 0.0044248342986134177 0.02956041285225491 -0.010753468157072975 0.0049872922970363026 0.00018704688433788386 0.0062663402380452307 -0.0066905963454691967 0.002307936516449892 -0.0048274502544329691 0.00013223110392565643 -0.002054263064893837 0.00023301512504001983 -3.0570426387645007e-05 0.0038856215317639589 0.043567683787413825 -0.013744521107567024 0.0089493096610974692 0.0033629380237027886 -0.0062666452358164614 0.042169981764030015 0.01348950531623453 leaf_weight=17610 1041981 69132 9570 30094 7573 25660 5522 59 1323 346 127 464 352 4109 2363 1986 15977 432 3806 9183 59175 13107 5284 34 92 840 4126 176 87 126 leaf_count=17610 1041981 69132 9570 30094 7573 25660 5522 59 1323 346 127 464 352 4109 2363 1986 15977 432 3806 9183 59175 13107 5284 34 92 840 4126 176 87 126 internal_value=-4.79239e-06 0.000271902 0.000611473 -0.000425345 -0.00144539 0.00140153 0.000702959 0.000388721 0.00538252 0.00274287 0.0111737 0.00249127 -0.00396334 -4.62161e-05 0.000468919 -0.00205397 0.000609527 0.00455166 0.000506133 0.000322452 -7.42507e-05 0.00125485 0.0024678 0.00413932 0.00434097 0.00284417 0.00479777 0.00951005 0.0122373 0.0252041 internal_weight=1.33072e+06 173279 116528 56751 25183 47396 31182 31568 1474 16214 473 15741 816 1.15744e+06 115456 6095 109361 2795 106566 97442 68358 29084 9124 5318 1415 14925 5355 1229 1053 213 internal_count=1330716 173279 116528 56751 25183 47396 31182 31568 1474 16214 473 15741 816 1157437 115456 6095 109361 2795 106566 97442 68358 29084 9124 5318 1415 14925 5355 1229 1053 213 cat_boundaries=0 1 2 3 4 cat_threshold=2064 953 5639 137 is_linear=0 shrinkage=0.05 Tree=481 num_leaves=31 num_cat=0 split_feature=28 30 109 41 32 35 38 87 67 79 107 107 95 68 39 79 108 2 13 67 91 110 76 120 20 19 101 65 53 28 split_gain=5.50705 20.7348 24.1362 16.783 17.1002 24.9316 28.2524 23.7118 21.8498 20.2768 31.4046 17.6694 17.6579 17.6516 17.6456 21.6117 17.7467 39.8723 36.819 52.878 21.8364 17.4331 17.1168 17.047 16.9356 16.8723 16.84 16.829 21.1762 16.81 threshold=1017.9500122070314 1017.0499877929689 -0.62486237287521351 10.449999809265138 6.9500000476837167 10.050000190734865 11.250000000000002 0.87244263291358959 10.355000019073488 6.7550001144409189 -0.91589337587356556 -0.91589337587356556 -0.71628564596176136 312.66921997070318 12.550000190734865 2.8950001001358037 0.13889128714799884 2.5000000000000004 1.9650000333786013 22.814999580383304 -0.97048830986022938 -0.42518109083175654 8.9349999427795428 -0.16504132002592084 8.5950002670288104 11.775000095367433 0.40223133563995367 63.940000534057624 9.8249998092651385 1023.2500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 21 7 23 -6 12 10 14 -11 -8 -13 -10 -16 17 18 19 20 -17 29 -12 26 -5 -26 -7 -15 -29 -2 right_child=3 2 -4 24 5 6 8 -9 9 11 22 13 -14 27 15 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-2.2504596973040093e-05 0.0054659968284107808 0.0055363929217311508 0.00060149642966542637 8.6740906788611511e-05 -0.0011099379722708817 0.0041083075414713854 0.00082508833426811565 -0.0048927995987130884 -0.00028088358497440756 -0.0015288707136966563 -0.0012521683144053313 0.00085445803622219625 -0.0010030642186480731 -0.0022328114138109008 -0.001028675756497456 0.067765763815906307 0.0038492652571953702 0.0074527507360544407 0.013824287435817099 0.12671776909381152 0.0086276079024616131 0.00055872053288656806 0.0052381128679932264 -0.00027992281121320798 0.0061094036843213767 0.0013170252432953089 0.001058012805533533 0.031875033225135317 0.0028681081668825961 0.029549359732497768 leaf_weight=806115 328 2538 104325 51076 43458 6300 14731 4579 2080 18034 7799 34425 127801 8589 1239 27 3300 2250 139 20 37 40484 1168 14582 2070 16288 16058 69 714 93 leaf_count=806115 328 2538 104325 51076 43458 6300 14731 4579 2080 18034 7799 34425 127801 8589 1239 27 3300 2250 139 20 37 40484 1168 14582 2070 16288 16058 69 714 93 internal_value=-4.55065e-06 6.42526e-05 0.0007187 -0.000154922 -0.000296423 -0.000424222 -0.000230434 -0.00147053 -0.000443103 0.000218831 0.00169277 -0.000211663 -0.000814121 0.000330715 0.00376345 0.00496314 0.00624911 0.00945148 0.0296181 0.055753 0.0335765 0.000663982 -0.000406774 0.00105008 0.000554895 0.0018574 0.00191752 -0.00159309 0.00542427 0.0107861 internal_weight=1.33072e+06 912978 106863 417738 348304 307399 259362 48037 222422 79890 18059 61831 142532 43797 9092 7012 5773 2473 223 84 64 40905 8967 36940 69434 18358 22358 9372 783 421 internal_count=1330716 912978 106863 417738 348304 307399 259362 48037 222422 79890 18059 61831 142532 43797 9092 7012 5773 2473 223 84 64 40905 8967 36940 69434 18358 22358 9372 783 421 is_linear=0 shrinkage=0.05 Tree=482 num_leaves=31 num_cat=1 split_feature=104 70 12 37 52 83 34 36 37 52 53 28 76 52 7 62 73 85 87 1 8 20 84 9 136 30 6 7 4 120 split_gain=5.76037 10.7837 8.37827 16.3656 10.0914 7.91828 9.39123 9.22696 13.9127 17.0316 7.55435 6.52652 10.3213 7.08569 6.82552 8.05975 5.53692 9.50646 6.6873 7.70396 5.35462 19.6165 28.1381 19.5505 16.1048 17.8036 15.8148 22.1266 17.6971 27.2389 threshold=0.31884104013442999 301.65031433105474 3.4050000905990605 11.84999990463257 20.214999198913578 217.29436492919925 11.750000000000002 10.650000095367433 12.449999809265138 3.0849999189376835 0.65500000119209301 1017.1499938964845 5.9149999618530282 43.135000228881843 0.65000000596046459 0.42117108404636389 0.48311939835548406 0.85258677601814281 0.8386676311492921 104.50000000000001 3.1499999761581425 6.2950000762939462 0.78322449326515209 4.7500000000000009 0 1014.1499938964845 4.3500001430511483 9.9499998092651385 5.0499999523162851 0.94260558485984813 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=20 2 5 4 -4 6 7 -2 9 -9 -10 13 -13 14 15 -7 17 -8 -19 -20 21 22 -1 -23 25 -24 27 28 -22 -30 right_child=1 -3 3 -5 -6 11 16 8 10 -11 -12 12 -14 -15 -16 -17 -18 18 19 -21 26 23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00032075282527034587 -0.0073647069589545325 -0.0092527533676368245 0.036766444698528009 -0.015417162672175827 -0.0053683848244448504 0.028779405960813166 0.00050981002199778876 0.054516988503746693 0.028241861558386257 0.014494567163952976 -0.0042451934828345991 -0.0023020712066946047 -0.013153777719646015 0.018493840446858228 -0.0017102039647265395 -0.00054505973140586098 -0.0024703146826605066 0.0072523092501796784 0.055187406819313771 0.013169658218976111 8.8230943872794607e-05 -0.00056941224667374853 0.00054387173447794116 0.0013737302232635596 0.00096396221639828 0.0053066315459805898 -8.7912199814414412e-05 0.0043715814053171733 0.0011101758282179833 -0.0031998778658678855 leaf_weight=39253 72 435 27 224 30 42 381 32 21 157 121 995 281 53 852 53 795 68 20 24 276353 191697 3083 13882 19694 5397 688709 3338 80787 3840 leaf_count=39253 72 435 27 224 30 42 381 32 21 157 121 995 281 53 852 53 795 68 20 24 276353 191697 3083 13882 19694 5397 688709 3338 80787 3840 internal_value=-4.32312e-06 -0.00175484 -0.000987051 -0.00933026 0.0145902 -0.000396065 0.00219554 0.00885693 0.0123855 0.0212709 0.00055923 -0.00232155 -0.00469183 0.000702927 -0.000292763 0.0124194 0.000111269 0.00427427 0.0170802 0.0322686 1.859e-06 -0.00019547 0.00054459 -0.000438199 0.00175022 0.00357087 5.30182e-05 0.000319434 0.000281963 0.000914605 internal_weight=1.33072e+06 4683 4248 281 57 3967 1691 403 331 189 142 2276 1276 1000 947 95 1288 493 112 44 1.32603e+06 273006 67427 205579 28174 8480 1.05303e+06 364318 360980 84627 internal_count=1330716 4683 4248 281 57 3967 1691 403 331 189 142 2276 1276 1000 947 95 1288 493 112 44 1326033 273006 67427 205579 28174 8480 1053027 364318 360980 84627 cat_boundaries=0 1 cat_threshold=900 is_linear=0 shrinkage=0.05 Tree=483 num_leaves=31 num_cat=1 split_feature=20 11 136 55 61 25 23 109 124 31 11 64 21 127 17 43 12 20 30 127 11 52 54 64 20 70 31 60 54 34 split_gain=5.51366 19.6331 11.7535 9.19554 8.33664 7.79675 9.61651 9.09527 8.95647 7.69675 7.66959 7.5927 7.58878 11.0077 13.3803 11.022 10.7973 11.729 17.307 13.385 9.93523 9.04108 13.2376 17.1156 12.4343 11.7618 15.8976 12.497 11.4887 11.4497 threshold=11.97499990463257 12.250000000000002 0 148.98000335693362 0.89730477333068859 294.50000000000006 10.454999923706056 -0.1484127342700958 0.0087262028828263612 1010.5499877929689 5.7500000000000009 28.095000267028812 11.175000190734865 1.0000000180025095e-35 16.335000038146976 8.8499999046325701 6.0650000572204599 10.50500011444092 1018.5499877929689 0.84335932135581981 21.750000000000004 41.815000534057624 40.344999313354499 43.125000000000007 7.1749999523162851 266.38955688476568 1026.049987792969 0.80821016430854808 53.929998397827156 12.150000095367433 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 -2 5 -3 6 7 -4 -9 10 -7 -8 16 14 -14 -15 21 19 -19 20 -18 22 -1 24 -24 26 27 -23 -27 -28 right_child=1 4 3 -5 -6 9 11 8 -10 -11 -12 -13 13 15 -16 -17 17 18 -20 -21 -22 25 23 -25 -26 28 29 -29 -30 -31 leaf_value=-1.2566259535288402e-05 -0.0045049782528133221 0.01150336512067969 -0.0041421869814261469 -0.0083291520848308275 0.042595035875974983 -0.00088577834846186108 -0.0011887667608581438 0.011423924273072646 0.0025832981390440397 -0.0033095561580582093 0.014849756758843289 0.010575111910672093 -0.0019504962834410199 0.0014473517651598675 0.0030487966920560734 0.0060760665113994972 -0.012460003078435034 0.0064855848860793878 -0.021792919989093208 0.010632509077965681 0.0068862660732938331 0.00015552389184857724 0.0029525208326733523 -0.0045134259995968842 -0.0012293700310408427 0.0018464937939691715 0.005005815033167247 -0.0038985817483463978 0.00029564853632527935 0.03050902533024305 leaf_weight=1230136 2394 107 239 348 27 212 2266 522 635 2100 122 146 4277 5921 1948 1643 643 350 64 84 74 4519 2083 3514 12121 19241 158 3281 31480 61 leaf_count=1230136 2394 107 239 348 27 212 2266 522 635 2100 122 146 4277 5921 1948 1643 643 350 64 84 74 4519 2083 3514 12121 19241 158 3281 31480 61 internal_value=-4.1066e-06 -0.00122942 -0.00151278 -0.000418304 0.0177681 2.20664e-05 0.00143485 0.00473761 0.0065719 -0.00218824 0.00486193 -0.000476691 4.34711e-06 0.00117119 -0.000386059 0.00245277 -7.9556e-06 -0.00471923 0.00211403 -0.00825102 -0.0104633 -3.57459e-06 -3.21107e-05 -0.00138905 -0.000616101 0.000602638 -0.00117676 -0.0015498 0.000883961 0.0121094 internal_weight=1.33072e+06 9118 8984 6590 134 6242 3808 1396 1157 2434 334 2412 1.3216e+06 13789 6225 7564 1.30781e+06 1215 414 801 717 1.30659e+06 1.24785e+06 17718 14204 58740 8019 7800 50721 219 internal_count=1330716 9118 8984 6590 134 6242 3808 1396 1157 2434 334 2412 1321598 13789 6225 7564 1307809 1215 414 801 717 1306594 1247854 17718 14204 58740 8019 7800 50721 219 cat_boundaries=0 1 cat_threshold=448 is_linear=0 shrinkage=0.05 Tree=484 num_leaves=31 num_cat=0 split_feature=120 121 84 8 76 112 84 101 64 5 116 13 111 11 22 71 55 7 15 13 23 62 13 43 79 78 111 41 75 107 split_gain=5.31072 14.9512 18.1324 17.6655 13.0948 12.3133 12.1934 14.5673 17.1259 17.0708 13.9223 11.3973 11.1866 10.8947 10.8439 10.774 12.2799 17.4951 11.0003 9.94748 12.7155 10.7379 9.90242 9.71094 9.124 20.5248 27.2064 20.7585 19.2073 22.3266 threshold=-0.9099266231060027 -0.97988739609718312 0.87892919778823864 5.2500000000000009 53.245000839233406 -0.80382624268531788 0.88008853793144237 0.70665159821510326 2.5749999284744267 6.3500001430511483 0.31729258596897131 4.2550001144409189 -0.90038016438484181 21.849999427795414 6.1749999523162851 289.56227111816412 17.185000419616703 10.050000190734865 4.555000066757203 4.2550001144409189 8.1250000000000018 0.86470502614974987 1.3650000095367434 13.250000000000002 7.4349999427795419 17.115000724792484 0.39907380938529974 5.6499998569488534 0.84394857287406932 -0.93231478333473194 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 11 14 5 15 24 8 9 -8 22 -1 -11 -7 -3 19 -17 -18 -19 -5 -21 -22 -10 -9 28 26 -26 -27 -2 -30 right_child=6 3 -4 4 -6 13 7 23 10 12 -12 -13 -14 -15 -16 16 17 18 -20 20 21 -23 -24 -25 25 27 -28 -29 29 -31 leaf_value=-3.6936252890850418e-05 -6.1340945313659238e-05 0.0010150937981225243 -0.0031758241078832503 0.0016883646811382469 -0.020444145793284199 -5.0045605688808054e-07 0.00093889225732486095 -0.00074119592021510815 0.0023590675285336815 0.016846209207986608 0.0015066724633607921 -0.0066157223178545709 -0.0017944754998005165 -0.036046976755772321 -0.0003456951333562467 0.0021855528877048002 0.0064872763225774987 0.032348748952305571 -0.0080205596913583577 -0.013502924663509597 0.0021237282933474614 -0.017580161383375526 -0.0009269349821570648 0.018044693498075873 -0.0015618332489008237 0.00041512357232870872 -0.00022547886184715369 -0.0025089715901519425 0.0025623171374686924 -7.350126250378527e-05 leaf_weight=50714 741368 21049 5370 31632 69 11526 12240 22817 2879 81 53456 667 12656 21 48083 2018 1076 108 20 239 609 78 11258 69 57872 92647 111400 6495 15387 16812 leaf_count=50714 741368 21049 5370 31632 69 11526 12240 22817 2879 81 53456 667 12656 21 48083 2018 1076 108 20 239 609 78 11258 69 57872 92647 111400 6495 15387 16812 internal_value=-3.90296e-06 0.000254252 -0.000411271 0.000578372 0.00132188 0.00135361 -4.25511e-05 0.000444983 0.000724238 -0.000394535 0.00113765 -0.000122338 -0.00167593 -6.60565e-05 6.86318e-05 0.00181177 0.00456984 0.00856608 0.026041 0.00153883 -0.00356922 -0.000113395 -0.000257741 -0.000684558 -9.65719e-05 -0.000347749 -0.000682362 0.00022356 -9.41812e-06 0.00118608 internal_weight=1.33072e+06 173279 56751 116528 47396 47327 1.15744e+06 115456 92570 24977 67593 51381 12737 11547 69132 35780 3222 1204 128 32558 926 687 14137 22886 1.04198e+06 268414 169272 99142 773567 32199 internal_count=1330716 173279 56751 116528 47396 47327 1157437 115456 92570 24977 67593 51381 12737 11547 69132 35780 3222 1204 128 32558 926 687 14137 22886 1041981 268414 169272 99142 773567 32199 is_linear=0 shrinkage=0.05 Tree=485 num_leaves=31 num_cat=3 split_feature=31 12 28 125 28 123 35 11 42 38 136 34 35 79 33 66 28 15 32 136 13 72 39 21 3 32 39 136 68 15 split_gain=5.80834 15.1718 22.3973 14.9415 29.6141 15.743 20.1686 19.7518 17.3006 15.3407 16.2549 16.6446 17.6269 18.0029 15.3557 15.2617 23.7535 21.5324 20.4832 20.3158 21.5949 18.832 19.1741 17.552 16.2945 15.887 15.3972 15.1792 21.0634 16.1863 threshold=1020.5499877929689 4.9549999237060556 1015.9500122070314 1.0000000180025095e-35 1020.5499877929689 -0.25037047266960138 13.150000095367433 4.0499999523162851 15.949999809265138 13.650000095367433 0 8.2500000000000018 10.250000000000002 20.085000038146976 10.550000190734865 46.674999237060554 1022.9500122070314 3.4050000905990605 3.1000000238418584 1 1.5649999976158144 0.92930531501770031 11.449999809265138 5.2750000953674325 14.500000000000002 10.449999809265138 13.550000190734865 2 300.10037231445318 3.1650000810623173 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 left_child=-1 3 -3 4 -2 6 9 -8 -9 10 11 -5 13 -13 -11 17 26 18 19 20 -6 22 23 -21 -25 -19 -17 29 -29 -7 right_child=1 2 -4 5 15 27 7 8 -10 14 -12 12 -14 -15 -16 16 -18 25 -20 21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-3.6441345739729468e-05 0.0029266397484701443 -0.05172181814908982 -0.0039917415804532654 0.0061619852526500797 0.047946758955367846 0.0016914109348683374 -0.00062074699657416502 0.0023911884253631425 0.026454263245842109 0.0017124954873336971 -0.00047026597365422212 -0.00072790725871616163 0.0013605397540182513 -0.0098430063650771712 -0.0035237402169079352 0.0080130668710860133 0.00088662419852413672 -0.0078395777207686378 0.00014439705513424701 0.043169798950354263 0.011143654226090146 0.050188733530896049 -0.00072051099677010282 -0.017586848215176042 0.0075391606391759809 -0.0011422654022515953 0.026364373940156061 -0.00054682082960344253 -0.0033474748962767278 -0.0025429395036356099 leaf_weight=1110877 14432 25 1457 1559 48 11335 7053 18438 75 1886 35388 2981 22865 662 5435 367 1110 1320 35748 33 235 21 1790 68 1263 2690 166 40236 8058 2818 leaf_count=1110877 14432 25 1457 1559 48 11335 7053 18438 75 1886 35388 2981 22865 662 5435 367 1110 1320 35748 33 235 21 1790 68 1263 2690 166 40236 8058 2818 internal_value=1.00042e-05 0.000244996 -0.0047969 0.000279259 0.00095655 2.63624e-05 0.000427184 0.00163086 0.00248867 -7.61447e-06 0.000242421 0.00114077 0.000845887 -0.00238429 -0.00217481 0.000322734 0.00505261 0.000142912 0.000499847 0.00417441 0.0167925 0.00298741 0.00268261 0.00714858 0.00625549 -0.00334687 0.0137285 -0.000592017 -0.00101391 0.000847712 internal_weight=1.33044e+06 219562 1482 218080 59291 158789 96342 25566 18513 70776 63455 28067 26508 3643 7321 44859 1643 43216 39206 3458 283 3175 3154 1364 1331 4010 533 62447 48294 14153 internal_count=1330439 219562 1482 218080 59291 158789 96342 25566 18513 70776 63455 28067 26508 3643 7321 44859 1643 43216 39206 3458 283 3175 3154 1364 1331 4010 533 62447 48294 14153 cat_boundaries=0 1 2 3 cat_threshold=1817 19 20 is_linear=0 shrinkage=0.05 Tree=486 num_leaves=31 num_cat=3 split_feature=14 136 7 17 136 102 127 43 136 123 68 22 39 7 23 17 25 7 16 123 20 2 18 7 124 34 54 12 99 78 split_gain=5.75527 24.4578 21.1163 18.1521 16.5973 30.5317 22.4041 21.2519 33.7149 20.355 21.5559 24.5397 18.5609 27.3138 23.3986 21.829 17.6439 19.8227 16.7761 14.5868 19.2737 25.4021 20.3947 18.9368 18.2582 21.791 24.2341 33.5615 19.9076 21.4344 threshold=2.5649999380111699 0 11.34999990463257 18.219999313354496 1 0.69982945919036876 -0.77159520983695973 10.550000190734865 2 -0.85260769724845875 294.66218566894537 6.7149999141693124 13.050000190734865 17.150000572204593 6.2449998855590829 6.9049999713897714 159.50000000000003 12.750000000000002 15.405000209808351 0.49240480363368994 7.555000066757203 176.50000000000003 9.5450000762939471 6.2500000000000009 -0.43049471080303187 11.449999809265138 36.924999237060554 3.495000004768372 -0.97588121891021717 21.695000648498539 decision_type=2 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 4 9 16 12 8 -8 10 11 -3 13 14 -7 -14 17 -6 -16 20 22 -22 -11 -24 25 -23 27 -27 29 -29 right_child=1 3 -4 -5 5 6 7 -9 -10 19 -12 -13 15 -15 18 -17 -18 -19 -20 -21 21 24 23 -25 -26 26 -28 28 -30 -31 leaf_value=3.0019848365285247e-05 -0.0039309824752851476 0.024320819932019819 0.0015375281543646114 0.0025336003359782205 0.0080734807292394579 -0.018296810387673373 -0.00020949607519112073 0.0007562703768892857 -0.0032246675101056631 0.00049524233940770996 -0.0021705666690295285 0.0033846212015237603 0.039141683974726636 0.046207831706851721 -0.007272125469681933 -0.0017872703536093262 6.9581569444977754e-05 0.061136862140847376 0.0036772253634294624 -0.0012429129865787654 -0.0003618493585756243 0.00086377457956479187 0.0011519187480279612 -0.001906468858241292 0.0010285628854804676 0.0031902219124676822 0.00049063111781797071 0.0023698926282425723 0.01237389417671206 0.061352446306155745 leaf_weight=1016005 4288 143 23773 6252 66 423 18322 11112 18775 29826 1925 6591 33 24 2418 2542 63298 24 409 20356 29717 3812 6273 26202 33320 1543 1384 24 1516 43 leaf_count=1016005 4288 143 23773 6252 66 423 18322 11112 18775 29826 1925 6591 33 24 2418 2542 63298 24 409 20356 29717 3812 6273 26202 33320 1543 1384 24 1516 43 internal_value=9.50381e-06 -0.000187186 6.44868e-05 -0.000130987 -0.000190462 -0.000643388 -0.00151641 -0.00116186 -0.00173642 0.000136567 0.00249539 0.00382921 -0.00443873 -0.00693665 -0.0073291 -0.00126274 0.000101037 0.0222237 -0.00568801 3.95932e-06 0.000193854 0.00075487 -0.000448728 -0.0013157 0.00155179 0.00364673 0.00599898 0.00843774 0.0135527 0.0402244 internal_weight=1.33044e+06 290661 1.03978e+06 286373 280121 117446 54058 48209 37097 162675 8659 6734 5849 3274 3250 2575 63388 90 2827 154016 133660 71359 62301 32475 41642 8322 4510 3126 1583 67 internal_count=1330439 290661 1039778 286373 280121 117446 54058 48209 37097 162675 8659 6734 5849 3274 3250 2575 63388 90 2827 154016 133660 71359 62301 32475 41642 8322 4510 3126 1583 67 cat_boundaries=0 1 2 3 cat_threshold=2080 409 68 is_linear=0 shrinkage=0.05 Tree=487 num_leaves=31 num_cat=3 split_feature=84 121 5 87 103 136 84 16 29 136 64 19 36 4 64 77 122 7 87 84 81 65 111 0 136 28 36 36 38 36 split_gain=5.6562 22.5395 17.4906 13.529 12.089 15.8253 13.2993 10.6187 12.7012 17.1091 12.7147 13.7503 12.2912 13.7157 11.8148 10.818 11.2157 10.6171 10.2452 20.0986 19.1758 13.692 12.535 25.0429 27.0346 22.4492 27.1349 20.1031 19.6883 22.0263 threshold=0.87596631050109874 -0.94260558485984791 4.6499998569488534 0.87072256207466137 0.62450492382049572 0 0.90151736140251171 11.775000095367433 1013.8500061035157 1 4.8450000286102304 7.4149999618530282 12.150000095367433 5.3500001430511483 1.1649999618530276 28.105000495910648 -0.67556449770927418 15.550000190734865 0.8142928183078767 0.80351641774177562 177.82231140136722 44.174999237060554 -0.97609320282936085 175.50000000000003 2 1004.1499938964845 10.449999809265138 12.550000190734865 13.84999990463257 14.550000190734865 decision_type=2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=18 2 -2 4 5 6 -3 8 9 14 17 -12 15 -14 -5 -13 -17 -10 19 -1 -21 -22 23 -20 -25 26 -26 -28 -27 -30 right_child=1 3 -4 7 -6 -7 -8 -9 10 -11 11 12 13 -15 -16 16 -18 -19 22 20 21 -23 -24 24 25 28 27 -29 29 -31 leaf_value=-2.247581719329737e-05 0.00028029328498861532 0.0020660002657681871 -0.0033915176229272325 -0.0070981076092052568 -0.0001351648196587573 0.00053342587577370347 0.0056227750932180852 -0.00094781031699159388 -4.9879153423340142e-05 0.00067234769983941939 0.0053869939827958929 0.001713748194716657 0.00035016233458749508 0.0040015837301563724 -0.0012241892638879422 -0.0071757565088321849 -0.00058919799095809007 0.034708399520340293 -0.00081322098521563772 -0.0025976381455525901 0.0011216209306214836 -0.0016244561784683441 -0.00034121006321791836 -0.0025141784480687225 0.073585786747521365 0.0056346713517218799 0.0029753143173655953 0.048262713663280013 0.040677976572113313 0.005767432108906837 leaf_weight=830180 6059 14480 6979 914 12575 15842 3211 18138 16101 19625 2450 3916 4368 6254 13507 829 2933 22 2328 3984 75402 4830 263904 492 29 799 69 38 94 87 leaf_count=830180 6059 14480 6979 914 12575 15842 3211 18138 16101 19625 2450 3916 4368 6254 13507 829 2933 22 2328 3984 75402 4830 263904 492 29 799 69 38 94 87 internal_value=9.02585e-06 0.000300204 -0.00168516 0.000491712 0.00118692 0.00168271 0.00271004 0.000131776 0.000407888 -0.00028847 0.00105086 0.00186929 0.00139834 0.00250004 -0.00159537 -0.000125786 -0.00204062 -2.45112e-06 -2.74757e-05 5.21857e-05 0.00078818 0.000956306 -0.000299437 0.00250142 0.00730022 0.0115461 0.0306858 0.0190587 0.00900775 0.0238978 internal_weight=1.33044e+06 148203 13038 135165 46108 33533 17691 89057 70919 34046 36873 20750 18300 10622 14421 7678 3762 16123 1.18224e+06 914396 84216 80232 267840 3936 1608 1116 136 107 980 181 internal_count=1330439 148203 13038 135165 46108 33533 17691 89057 70919 34046 36873 20750 18300 10622 14421 7678 3762 16123 1182236 914396 84216 80232 267840 3936 1608 1116 136 107 980 181 cat_boundaries=0 1 2 3 cat_threshold=1559 341 194 is_linear=0 shrinkage=0.05 Tree=488 num_leaves=31 num_cat=0 split_feature=6 34 6 41 127 31 101 60 105 23 99 86 11 31 0 117 33 37 31 30 2 6 37 78 14 54 127 99 131 29 split_gain=5.60909 11.4791 7.06507 7.00336 6.4825 6.36692 15.3627 10.3376 7.22397 6.37804 7.34431 6.34655 5.65405 13.7988 17.5649 17.1953 16.3863 14.8568 16.7961 25.7344 21.7645 14.6404 13.5565 12.8338 12.5322 12.489 13.8251 12.0876 14.3112 15.6326 threshold=16.750000000000004 13.34999990463257 20.050000190734867 12.34999990463257 0.2503704726696015 1011.3500061035157 -0.56764888763427723 0.52565062046051036 -0.52149254083633412 7.5050001144409189 -0.99433407187461842 0.88498800992965709 16.849999427795414 1010.8500061035157 244.50000000000003 -0.9099266231060027 10.750000000000002 12.84999990463257 1001.8500061035157 1008.7500000000001 160.50000000000003 7.7500000000000009 13.449999809265138 52.82500076293946 4.3450000286102304 22.394999504089359 -0.9366365075111388 -0.96479016542434681 165.50000000000003 1007.0499877929689 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 5 -3 8 7 -7 -2 11 -11 -10 -1 14 16 22 17 23 -19 20 -20 25 -16 -14 -25 -15 -27 28 29 -18 right_child=1 4 -4 -5 -6 6 -8 -9 9 10 -12 -13 13 21 15 -17 27 18 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-7.8672267817827229e-07 -0.019732347559931196 -0.0099742803882444456 0.01992689857307153 0.024994018611808621 -0.036279943854046558 0.0078929531271569441 -0.00089667085146080856 0.056565723046660424 0.0030911534419642088 0.015763617325574159 -0.01683411123597716 -0.014406966486029208 -0.0077614357786166127 0.0058985320672114106 -0.032513012143846769 -0.0032470175549901082 0.023197418567837007 -0.0052897505332491828 0.016921498540502327 -0.012712854648438784 0.082950895481432474 0.0014197269033676342 0.0079882864443654271 0.020449560399297195 -0.0082741164424292302 0.040264991593363955 0.0055280606331372705 0.0017593796690275549 -0.016693891970397428 0.0033896005018201926 leaf_weight=1309133 81 236 39 24 26 24 464 20 292 20 127 63 979 573 88 2601 207 79 26 26 24 12192 27 86 68 61 54 2564 43 192 leaf_count=1309133 81 236 39 24 26 24 464 20 292 20 127 63 979 573 88 2601 207 79 26 26 24 12192 27 86 68 61 54 2564 43 192 internal_value=8.57406e-06 -0.00313666 -0.0009916 -0.00172328 -0.0125848 -0.00231101 0.00178089 0.0300169 -0.0058765 -0.0036408 -0.012399 -1.41467e-05 1.19251e-05 0.000848603 -0.000936539 -0.00408356 0.00105399 -0.00366465 0.0108539 0.0276348 0.0486156 0.00182017 -0.023004 -0.00565086 0.00776638 0.00891648 0.0239537 0.00307581 0.0107123 0.0136658 internal_weight=1.33044e+06 1416 1154 1115 262 1091 508 44 583 502 147 355 1.32902e+06 19890 7010 2716 4294 1288 155 76 50 12880 115 1133 154 688 115 3006 442 399 internal_count=1330439 1416 1154 1115 262 1091 508 44 583 502 147 355 1329023 19890 7010 2716 4294 1288 155 76 50 12880 115 1133 154 688 115 3006 442 399 is_linear=0 shrinkage=0.05 Tree=489 num_leaves=31 num_cat=3 split_feature=21 122 23 119 136 11 35 1 42 29 36 23 136 20 112 29 31 30 84 0 110 9 31 35 28 136 4 28 126 12 split_gain=5.34965 18.3628 19.6413 17.7365 15.4942 15.0278 14.6298 15.6692 29.4995 26.236 14.3292 13.945 21.3165 16.465 14.5182 13.8841 13.6831 13.645 13.5253 14.4163 16.0306 13.5815 13.0648 13.3531 12.5624 13.1008 35.1202 12.8823 12.4609 14.0891 threshold=5.1849999427795419 -0.3172925859689712 6.2449998855590829 0.23343648016452792 0 11.650000095367433 11.449999809265138 138.50000000000003 6.6499998569488534 1016.7500000000001 6.7500000000000009 5.5250000953674325 1 6.2349998950958261 -0.43049471080303187 1014.3500061035157 1013.7500000000001 1015.0499877929689 0.76267173886299144 342.50000000000006 0.3251646757125855 11.250000000000002 1009.6499938964845 7.3500001430511483 1019.6499938964845 2 8.2500000000000018 1016.8500061035157 0.94828754663467418 2.0149999856948857 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 4 10 -4 -1 15 7 8 9 17 -3 12 14 -14 28 16 -6 -5 24 20 -20 -22 -9 -24 25 26 -12 -28 -2 -30 right_child=11 2 3 6 5 -7 -8 22 -10 -11 18 -13 13 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.002057668900852403 0.00123341287149098 0.042534583732486343 0.00093299442392694078 0.022357260336292727 -0.00053671290154182877 0.0017663529185788077 0.0035077292377745034 -0.020336542160409254 0.063140311045572162 -0.0011471467717179891 -0.0017529756465425395 -1.7795848051093018e-05 -0.00043690991407450519 0.0015123815950871388 -0.0012212807525377079 0.00011940425953162794 -0.0025117762356485422 0.06175588485426628 0.0038975492931688873 0.0079928252912887156 0.00087442701787396261 -0.0045374741127933022 0.023382710118312389 0.0047922144001247245 -0.0036783701575304507 -0.00051653344338213917 0.0257820278554131 2.8856770105419619e-05 0.0024566170363092945 0.0087624463966558923 leaf_weight=15780 47725 20 2595 142 24980 7624 1257 41 36 135 502 1073896 55848 13440 5445 37756 13513 26 3214 805 4765 1532 124 437 3013 10159 224 62 4222 1121 leaf_count=15780 47725 20 2595 142 24980 7624 1257 41 36 135 502 1073896 55848 13440 5445 37756 13513 26 3214 805 4765 1532 124 437 3013 10159 224 62 4222 1121 internal_value=8.14536e-06 -0.000298173 0.000807076 0.00373227 -0.000620798 -0.000350176 0.00703714 0.0117518 0.0203498 0.0152657 0.000230008 4.09623e-05 0.0005347 -5.87915e-05 0.00123728 -0.00056185 -0.00123006 0.0284547 0.000195155 0.00156807 0.00102428 -0.000442237 0.00691006 0.00890134 -0.000819383 -3.24892e-05 0.00613655 0.0201992 0.00148977 0.00377963 internal_weight=1.33044e+06 128742 29089 4793 99653 83873 2198 941 339 303 24296 1.2017e+06 127801 69288 58513 76249 38493 168 24276 10316 9511 6297 602 561 13960 10947 788 286 53068 5343 internal_count=1330439 128742 29089 4793 99653 83873 2198 941 339 303 24296 1201697 127801 69288 58513 76249 38493 168 24276 10316 9511 6297 602 561 13960 10947 788 286 53068 5343 cat_boundaries=0 1 2 3 cat_threshold=660 6550 70 is_linear=0 shrinkage=0.05 Tree=490 num_leaves=31 num_cat=2 split_feature=111 7 39 80 13 79 33 15 136 58 78 43 132 64 136 41 39 86 36 81 2 127 23 77 22 36 0 28 100 28 split_gain=6.34937 41.4253 30.4094 35.348 28.6372 28.255 25.019 29.2055 24.4143 21.2131 23.2322 29.0624 21.0329 20.9587 20.67 30.9832 21.5927 20.474 19.9506 20.1633 17.9433 17.6596 21.4072 23.6478 25.3785 21.8459 23.3731 17.0659 16.8585 18.6266 threshold=-0.017508870922029015 7.3500001430511483 13.250000000000002 258.91090393066412 1.3550000190734866 32.905000686645515 4.7500000000000009 2.9250000715255742 0 216.84739685058597 49.655000686645515 9.3499999046325701 1023.2500000000001 115.05000305175783 1 1.9499999880790713 11.449999809265138 0.8309825360774995 14.050000190734865 262.89166259765631 174.50000000000003 -0.88697704672813404 7.5650000572204599 14.72499990463257 6.1349999904632577 15.050000190734865 242.50000000000003 1016.0499877929689 0.11975105479359628 1014.7500000000001 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 9 20 6 7 18 -8 -3 -11 17 -10 21 15 16 -5 -12 -6 -20 -1 22 23 -4 -25 26 -26 -27 -19 -30 right_child=-2 2 13 14 5 -7 8 -9 12 10 11 -13 -14 -15 -16 -17 -18 28 19 -21 -22 -23 -24 24 25 27 -28 -29 29 -31 leaf_value=0.001415067361655897 3.72633002023963e-05 -0.0056389335032759969 0.0033817211008178097 0.018193652257843758 0.0083871471679961614 0.0055900488573494816 -0.0030691413987703176 -0.0030538979570838938 -0.0010205770321145763 -0.00079923539803891772 0.00093057503568958063 -0.024696557313865542 0.022792426837478036 -0.016633669580406848 3.2401113708101302e-05 -0.0059542859384579122 0.0066373633466323273 0.0099700927294609863 0.049240187425025263 0.0069022708268341977 -0.00056164764172953938 0.0023804291248105142 0.0014595536581523333 0.02716656338904937 0.018789244147467285 -0.017021627057409654 -0.001444283962156131 0.018565032693247 0.046762366307666531 -0.0085179967200383535 leaf_weight=17037 1189847 1957 811 586 575 1361 23797 577 31698 13200 742 76 93 126 1482 351 1303 744 66 49 35199 6409 1143 295 583 113 189 48 64 20 leaf_count=17037 1189847 1957 811 586 575 1361 23797 577 31698 13200 742 76 93 126 1482 351 1303 744 66 49 35199 6409 1143 295 583 113 189 48 64 20 internal_value=-2.95633e-07 -0.000317931 0.0013217 0.000230781 -0.000766866 -0.00152949 -0.00169992 0.00524749 -0.00185827 -0.000745794 -0.00010078 0.00550044 -0.000950616 0.00362603 0.00463954 0.00765334 0.0102223 0.00696221 0.0121894 0.0312006 8.30666e-05 0.00389219 0.00693709 0.0100076 0.0143835 0.0103417 0.0138357 -0.00641194 0.0123674 0.0336004 internal_weight=1.33054e+06 140694 30242 20525 110452 58216 56855 1267 55588 16803 14846 1646 31791 9717 3722 2240 1889 1570 690 115 52236 9591 3182 2039 1228 933 772 161 828 84 internal_count=1330541 140694 30242 20525 110452 58216 56855 1267 55588 16803 14846 1646 31791 9717 3722 2240 1889 1570 690 115 52236 9591 3182 2039 1228 933 772 161 828 84 cat_boundaries=0 1 2 cat_threshold=2579 853 is_linear=0 shrinkage=0.05 Tree=491 num_leaves=31 num_cat=1 split_feature=14 136 0 23 89 39 13 121 104 91 12 39 31 34 74 26 7 57 7 76 20 12 53 54 33 84 13 29 123 36 split_gain=5.88542 9.25514 10.1616 6.81805 14.8142 11.9879 9.7509 9.60853 9.36014 9.40503 11.7897 10.8871 10.6483 11.6367 10.1428 9.6762 18.4968 10.3286 9.26307 9.19373 9.12782 8.74312 8.67388 10.5264 8.48871 8.41223 7.44971 7.48282 20.0691 7.31596 threshold=0.56499999761581432 0 6.5000000000000009 4.5850000381469735 -0.46232007443904871 10.550000190734865 2.4750000238418584 0.21643137186765674 0.31884104013442999 -0.70881807804107655 1.8450000286102297 11.449999809265138 1019.4500122070314 11.84999990463257 0.61042979359626781 182.50000000000003 8.6500000953674334 269.54331970214849 1.4499999880790713 6.2650001049041757 5.0950000286102304 1.0549999475479128 19.095000267028812 4.2550001144409189 10.949999809265138 0.8577583134174348 0.95499998331069957 1008.7500000000001 0.83385404944419872 10.650000095367433 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -2 -6 20 -8 -5 12 -11 -12 13 15 18 16 -10 -17 22 24 26 -22 23 -15 -14 -19 -7 28 -28 -21 right_child=3 2 -4 8 5 6 7 -9 9 10 11 -13 19 14 -16 17 -18 25 -20 29 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0015527412278377132 0.0026069516925269509 0.02803454450435109 0.0031813632560724388 -1.1082698497848733e-06 0.0060674383198453842 0.00048339785989462837 -0.00052900440229374608 -0.026737476522205674 0.00084750290733535548 -0.0029867903080937012 -0.045202966676703815 -0.012584399253350987 0.005349066057684029 0.0016839494902847543 -0.0047769352286453739 -0.0030753274411864932 0.053679177778152135 0.0075995670086531734 0.00048810517355691294 -0.041080457830558657 0.00012265916776932288 0.0042945226314912736 -0.0087822397239506241 0.036103807685190233 -0.0055482032556145476 0.033652679800455061 0.0017507607904063737 -0.0019676285582451497 0.044384754898733114 -0.011239656533321825 leaf_weight=9622 7917 45 478 1284546 815 8581 72 68 37 484 29 217 232 36 965 253 30 270 580 23 3096 2113 28 58 778 35 573 8339 29 192 leaf_count=9622 7917 45 478 1284546 815 8581 72 68 37 484 29 217 232 36 965 253 30 270 580 23 3096 2113 28 58 778 35 573 8339 29 192 internal_value=-2.81993e-07 -0.00119998 0.00521997 8.93562e-06 0.000734499 0.000108635 -0.000103705 -0.0132588 -8.8562e-06 -0.00235229 -0.00751686 -0.0164297 -0.00128032 0.000731021 -0.00145045 0.00654944 0.0245035 0.00439367 0.00312228 -0.00504358 -2.26824e-05 0.00181495 0.0156454 0.0229217 -0.00304507 0.0105893 -0.00056898 -0.00157899 0.00380456 -0.0144319 internal_weight=1.33054e+06 10145 523 1.3204e+06 31603 23686 22871 140 1.28879e+06 4247 730 246 3517 2292 1667 625 67 558 702 1225 22731 5209 122 94 1010 305 17522 8941 602 215 internal_count=1330541 10145 523 1320396 31603 23686 22871 140 1288793 4247 730 246 3517 2292 1667 625 67 558 702 1225 22731 5209 122 94 1010 305 17522 8941 602 215 cat_boundaries=0 1 cat_threshold=2352 is_linear=0 shrinkage=0.05 Tree=492 num_leaves=31 num_cat=0 split_feature=111 7 108 38 39 30 13 79 33 15 86 36 52 86 28 92 30 65 54 39 79 126 16 64 127 68 63 133 108 108 split_gain=5.71861 37.3653 29.9867 33.249 28.701 30.3511 25.7729 26.2175 22.091 27.157 20.3726 24.1201 26.2776 19.4724 19.1845 21.4445 20.8592 39.4331 20.0913 18.8503 21.0727 31.7285 18.5734 17.4558 18.9108 30.6401 22.658 16.6327 23.5279 16.401 threshold=-0.017508870922029015 7.4500000476837167 -0.6265563666820525 13.250000000000002 12.150000095367433 1002.9500122070314 1.3550000190734866 32.905000686645515 4.7500000000000009 2.9250000715255742 0.76339703798294078 12.750000000000002 6.6050000190734872 0.80849468708038341 997.54998779296886 0.075124755501747145 1001.8500061035157 10.715000152587892 92.139999389648452 13.050000190734865 4.6150000095367441 -0.55191597342491139 10.405000209808351 28.494999885559086 -0.55191597342491139 265.27447509765631 0.6972869634628297 1022.8500061035157 -0.55620145797729481 -0.23452983051538465 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 4 13 10 -1 8 9 19 -6 -12 -13 -3 15 -5 17 -16 -19 -8 -21 29 -7 -15 -25 26 -26 -10 -29 -22 right_child=-2 2 -4 14 5 22 7 -9 27 -11 11 12 -14 23 16 -17 -18 18 -20 20 21 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=8.6606152188099691e-05 3.5376081850008177e-05 -0.0021637826445880188 0.0031305373106172694 -0.012699489309169752 -0.0073475009138133825 -0.01090639472145849 -0.0013171311013750954 0.0053180181499205758 -0.0018103953224018936 -0.0030556583625481379 0.0016906049333712354 0.059738053949106307 0.01471835325806546 -0.00019487563481314807 0.066554975431216398 0.0063210198469550605 0.0040666473914085979 0.00056334631292209508 0.044462491052620345 0.0026069781070368159 0.028707009669737656 0.0076578334004903147 -0.0036349163329635332 0.0048483886264776037 0.017977837592086481 -0.018061085609453065 0.062664375689042651 0.046492878001374312 0.0045711039570436448 0.062146353055635151 leaf_weight=52394 1189847 3916 12579 350 227 1447 202 1402 55972 585 280 42 142 2229 38 257 3638 124 33 171 119 152 2234 1678 74 35 46 39 236 53 leaf_count=52394 1189847 3916 12579 350 227 1447 202 1402 55972 585 280 42 142 2229 38 257 3638 124 33 171 119 152 2234 1678 74 35 46 39 236 53 internal_value=-2.68476e-07 -0.000301714 0.00128471 -9.81826e-05 -0.00143229 -0.00468835 -0.000720233 -0.00143757 -0.00160221 0.00488772 0.0049269 0.0109318 0.0249946 0.000352047 0.00361269 -0.00464632 0.0049206 0.0208523 0.00979056 0.0115547 0.0168074 0.0243021 -0.00649333 0.00277745 0.00639191 0.0231018 0.0351077 -0.00175013 0.0105164 0.039011 internal_weight=1.33054e+06 140694 29369 16790 12350 4372 111325 58931 57529 1282 691 464 184 7978 4440 607 3833 195 157 697 495 324 3681 4062 1833 155 120 56247 275 172 internal_count=1330541 140694 29369 16790 12350 4372 111325 58931 57529 1282 691 464 184 7978 4440 607 3833 195 157 697 495 324 3681 4062 1833 155 120 56247 275 172 is_linear=0 shrinkage=0.05 Tree=493 num_leaves=31 num_cat=0 split_feature=98 28 61 23 8 79 39 66 28 129 0 35 30 18 84 122 59 80 30 12 65 25 125 39 82 15 22 79 58 85 split_gain=5.44755 7.43504 9.79799 7.39439 7.1828 6.45068 7.60244 12.1872 10.0117 11.4758 15.0714 29.2357 19.8059 11.1286 13.3709 10.3499 10.0664 9.72623 8.81936 8.20897 26.5244 8.1672 8.58703 8.07445 7.98582 7.78941 10.6058 7.45023 7.44263 7.23595 threshold=-0.99795907735824574 1026.7500000000002 0.85679033398628246 4.6449999809265146 4.4500000476837167 4.1949999332427987 14.150000095367433 29.775000572204593 1010.5499877929689 9.5000000000000018 14.500000000000002 12.949999809265138 997.54998779296886 11.269999980926515 0.81034463644027721 0.55191597342491161 167.16431427001956 240.49090576171878 997.54998779296886 2.2649999856948857 10.864999771118166 263.50000000000006 -0.81408452987670887 14.250000000000002 202.48268890380862 3.0849999189376835 7.1150000095367441 43.924999237060554 256.78071594238287 0.84521412849426281 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 -1 -4 -5 8 -8 9 10 11 12 -7 14 19 18 -11 -17 -15 20 -12 22 -20 -9 -10 -21 -27 -18 -23 -26 right_child=-2 2 4 5 -6 6 7 23 24 16 13 -13 -14 15 -16 17 27 -19 21 25 -22 28 -24 -25 29 26 -28 -29 -30 -31 leaf_value=0.0025508208252036581 1.8601436577867791e-05 0.0028062093984117277 0.0053532889199581967 7.3409889879309361e-05 0.041258995734776066 0.081683818108978734 -0.00061132853464524513 0.023214882153219412 -0.0074517321804994825 0.031798020889982584 0.0084753629713304694 -0.0044105140432449319 0.024603911778804929 0.019097925409201591 0.00028185622805386836 -0.018780649964933966 -0.0030910883390522911 0.009590744513731736 0.022664360029905638 0.0020278193440753968 0.063661739512374901 0.019212753538574493 -0.0040138810011997542 0.0044860286567547482 -0.0028629662311247346 0.048713950246572497 0.0039084516898063677 -0.024633360946817059 -0.004620601724124279 -0.00039048577848921345 leaf_weight=1759 1285872 661 26 15026 30 21 9285 63 733 20 64 70 55 63 301 134 904 39 70 120 33 35 53 665 9544 25 28 42 511 4289 leaf_count=1759 1285872 661 26 15026 30 21 9285 63 733 20 64 70 55 63 301 134 904 39 70 120 33 35 53 665 9544 25 28 42 511 4289 internal_value=-2.55052e-07 -0.000543071 0.00450748 -0.000625461 0.0245885 -0.000757879 -0.00121766 -0.000122884 -0.0018567 0.00100899 0.00357845 0.018903 0.040376 0.00206261 0.00752841 -0.00138598 -0.00330537 -0.0123848 0.00121347 0.015607 0.0272501 -0.00047072 0.0111689 0.00610679 -0.00236586 0.00907875 0.0250431 -0.00404751 -0.00309282 -0.00209636 internal_weight=1.33054e+06 44669 717 43952 56 42193 27167 10013 17154 2588 1622 146 76 1476 571 905 966 173 732 270 97 669 123 728 14566 173 53 946 546 13833 internal_count=1330541 44669 717 43952 56 42193 27167 10013 17154 2588 1622 146 76 1476 571 905 966 173 732 270 97 669 123 728 14566 173 53 946 546 13833 is_linear=0 shrinkage=0.05 Tree=494 num_leaves=31 num_cat=2 split_feature=8 20 12 136 23 9 6 9 7 111 125 24 126 127 136 4 76 11 13 105 125 32 21 30 6 31 35 33 36 37 split_gain=5.41387 15.7279 24.0514 20.0917 19.3583 18.5554 14.0247 18.5762 17.6483 14.9173 13.7397 22.9375 16.3302 16.0465 15.3054 20.7784 36.7533 24.4722 19.9468 19.7386 17.0708 27.3865 28.917 27.7976 31.6133 31.5149 25.5944 34.5053 25.0419 24.8444 threshold=3.0499999523162846 6.4349999427795419 1.0549999475479128 0 7.2650001049041757 4.7500000000000009 4.8500001430511483 4.3500001430511483 8.4499998092651385 -0.70369523763656605 0.84335932135581981 285.50000000000006 0.19936034083366397 0.90255093574523937 1 8.2500000000000018 33.43499946594239 7.7500000000000009 1.685000002384186 -0.94046413898468006 -0.82409480214118946 12.949999809265138 4.2049999237060556 1000.4500122070314 9.9499998092651385 1017.4500122070314 13.150000095367433 13.650000095367433 11.650000095367433 13.650000095367433 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 -3 8 -8 9 -2 13 -12 -13 14 15 17 18 -9 -17 -20 21 22 -16 24 26 -25 -23 -28 -26 -24 right_child=6 5 3 -5 -6 -7 7 10 -10 -11 11 12 -14 -15 20 16 -18 -19 19 -21 -22 23 29 25 28 -27 27 -29 -30 -31 leaf_value=-0.00055202432205210138 -0.002185230981435866 -0.00057508817038456482 0.00181443695679815 -0.00020754842010727601 0.0084899007642128214 0.001448289673690561 0.0013936825287202827 0.00069626019190859132 0.0021639117308447789 0.00025232417297676454 -0.001041801469435474 0.0089782633300576117 0.00046802964355780466 -0.0014829529276022789 0.027127956589911319 0.0048357606321262712 -0.0020802812855580375 -0.0011337750741273326 -0.0036082409830637072 0.0016209087476159768 -0.00026484942264233795 0.0035799492931654375 -0.0031250652046291051 -0.0014319859891108626 0.05704919572242282 0.0038569054550755422 0.089461295337726676 0.0075505662243813276 0.0015966171050792212 0.0028379961031644216 leaf_weight=34519 6373 176923 23784 14798 1138 12106 20156 35078 11951 414700 29058 566 138680 26691 82 4588 7531 38121 1916 31055 262827 31 20551 11307 22 3751 36 20 273 1909 leaf_count=34519 6373 176923 23784 14798 1138 12106 20156 35078 11951 414700 29058 566 138680 26691 82 4588 7531 38121 1916 31055 262827 31 20551 11307 22 3751 36 20 273 1909 internal_value=-2.423e-07 -0.000203314 0.000413359 0.00125233 0.00211841 -0.000445505 4.985e-05 -9.9913e-05 0.000269207 0.000215431 -0.000148936 0.000235974 0.000502622 -0.000294256 -0.000218552 0.000263287 0.00110765 -0.000256796 0.00174686 0.00131703 -0.000408024 -0.00139886 -0.00251003 0.000223403 0.0135433 -0.000114505 0.0400298 0.0602075 0.00573206 -0.00261823 internal_weight=1.33054e+06 263268 74239 39720 24922 189029 1.06727e+06 634249 433024 421073 614093 168304 139246 445789 419098 118289 45090 73199 37559 32971 300809 37982 22542 15440 382 15058 87 56 295 22460 internal_count=1330541 263268 74239 39720 24922 189029 1067273 634249 433024 421073 614093 168304 139246 445789 419098 118289 45090 73199 37559 32971 300809 37982 22542 15440 382 15058 87 56 295 22460 cat_boundaries=0 1 2 cat_threshold=4036 1186 is_linear=0 shrinkage=0.05 Tree=495 num_leaves=31 num_cat=1 split_feature=52 21 135 54 92 13 30 77 23 18 84 104 39 67 37 127 14 39 111 67 31 136 28 30 36 75 53 12 61 23 split_gain=6.66273 19.0066 19.0682 18.0768 23.018 27.6337 20.2674 18.1009 15.495 21.6934 14.9709 17.9681 14.7398 16.0582 14.7083 25.1697 18.8682 14.369 17.5148 36.3514 13.4882 12.8812 12.2106 51.1088 12.4359 12.0712 13.4652 13.9532 14.1454 12.507 threshold=2.054999947547913 8.7449998855590838 1029.7500000000002 2.7350000143051152 -0.40911296010017389 2.6149998903274541 1006.7500000000001 6.0450000762939462 10.055000305175783 18.219999313354496 0.74250411987304699 -0.90567046403884877 13.34999990463257 4.0350000858306894 11.150000095367433 0.76037701964378368 2.804999947547913 11.650000095367433 -0.84513789415359486 18.425000190734867 1014.9500122070314 0 1017.6499938964845 1019.5499877929689 8.6500000953674334 0.74444565176963817 4.8849999904632577 3.495000004768372 0.17339999973773959 9.4449996948242205 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 25 8 4 -2 6 10 -7 14 21 12 -12 -6 -14 15 16 20 18 19 -8 -3 -10 23 24 -17 29 27 -27 -29 -1 right_child=3 2 -4 -5 5 7 17 -9 9 -11 11 -13 13 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.00012928762285812969 -7.4123418852322441e-06 -0.0051456156785230009 0.049424081631004813 2.6265218629023146e-05 0.010071333580237037 -0.0098858299371760733 0.011762924590144547 -0.0003477197683597715 0.00086796531259239126 0.0048924745920148806 0.021266399588849811 0.0037086018527556653 0.0081138755718711767 0.063722260681459239 0.0007516133168697437 0.049277221905067566 -0.001873643124761712 0.0016547845692260713 0.0040156744897928377 0.08156075030565263 0.0060133982570028909 -0.0015574278275503736 0.0049336188468291015 0.091421490013599394 0.0092948596560312041 -0.00086661793626118487 0.0027781673748729823 -0.019161294757111653 -0.0039992681387507152 0.0017888451917515366 leaf_weight=667268 35000 316 20 431989 71 544 167 5808 8042 1805 180 765 20 37 54206 20 2589 21778 5033 21 1893 17111 1756 20 705 60625 2496 185 913 8608 leaf_count=667268 35000 316 20 431989 71 544 167 5808 8042 1805 180 765 20 37 54206 20 2589 21778 5033 21 1893 17111 1756 20 705 60625 2496 185 913 8608 internal_value=2.75644e-06 -8.43004e-05 0.000608278 0.000146617 0.0008955 0.00181352 0.00248739 -0.00116459 0.000597241 -0.000402291 0.00922656 0.00705294 0.025274 0.0442105 0.00103534 0.00314245 0.00102261 0.00221956 0.00457538 0.0195595 0.00441709 -0.000782247 0.00720923 0.012573 0.0103978 -0.000167102 -0.000822196 -0.00096779 -0.00655389 -0.000104858 internal_weight=1.32999e+06 828578 88483 501413 69424 34424 28072 6352 88463 26958 1073 945 128 57 61505 7299 4798 26999 5221 188 2209 25153 2501 745 725 740095 64219 61723 1098 675876 internal_count=1329991 828578 88483 501413 69424 34424 28072 6352 88463 26958 1073 945 128 57 61505 7299 4798 26999 5221 188 2209 25153 2501 745 725 740095 64219 61723 1098 675876 cat_boundaries=0 1 cat_threshold=6691 is_linear=0 shrinkage=0.05 Tree=496 num_leaves=31 num_cat=2 split_feature=52 18 54 99 28 67 98 87 12 92 20 22 136 39 135 28 15 12 110 119 125 22 12 2 20 109 128 0 136 4 split_gain=6.35031 26.7303 15.2656 16.7976 18.1444 18.283 24.4863 14.3463 13.8009 13.6528 13.5035 24.7647 19.0201 17.5951 17.5347 16.2824 22.4393 32.4605 15.6228 16.8874 16.0445 15.2877 14.0785 13.8239 23.0404 18.4338 26.9142 16.713 26.8457 20.8032 threshold=3.5349999666213994 11.775000095367433 4.2550001144409189 -0.7456696331501006 1025.6499633789065 26.474999427795414 -0.93094480037689198 0.85632792115211498 4.3450000286102304 -0.85579365491867054 8.3550000190734881 7.8150000572204599 0 9.5500001907348651 1029.7500000000002 1022.0499877929689 1.9550000429153445 1.7450000047683718 -0.018746826797723767 -0.62249094247817982 -0.9366365075111388 8.6949996948242205 2.9150000810623173 144.50000000000003 6.0950000286102304 -0.037542346864938729 224.50000000000003 120.50000000000001 1 8.3499999046325701 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=10 2 3 4 9 -6 -7 -3 -9 -2 15 12 -12 -13 -15 21 17 -17 -18 20 -20 23 -23 24 25 26 -1 -27 29 -29 right_child=1 7 -4 -5 5 6 -8 8 -10 -11 11 13 -14 14 -16 16 18 -19 19 -21 -22 22 -24 -25 -26 27 -28 28 -30 -31 leaf_value=0.0033589050234483506 1.1298514386105715e-05 7.5380992262749207e-05 0.00040579325539041731 -0.00015658677996816184 0.0078724214097781395 0.077493981887464938 0.012446345719628228 -0.00067998674072540857 -0.0054655461744588943 0.0026338663454421852 0.0057128992849200949 0.0059341486101814091 0.0011568569832439248 0.00013151799909527615 0.046952878050506117 -0.00076755825423076383 -0.010669219268379493 0.0034090196830076909 -0.0078168267480932287 -0.0019745185029253743 0.019669437789860623 0.0026172621720187881 -0.0020460451184554601 -0.00021379096341516324 -0.00016132014012620958 0.00010124922781440142 0.046120229011049146 0.0050930452219870781 0.0015517202166847419 0.020312772419403265 leaf_weight=6728 6460 212188 94251 10186 527 23 39 57611 1547 21409 3597 1326 6325 110272 20 28155 512 5573 77 25841 171 8966 1975 591139 88148 30266 37 707 15586 329 leaf_count=6728 6460 212188 94251 10186 527 23 39 57611 1547 21409 3597 1326 6325 110272 20 28155 512 5573 77 25841 171 8966 1975 591139 88148 30266 37 707 15586 329 internal_value=2.61836e-06 0.000167955 0.000748933 0.00158583 0.0022095 0.0108939 0.0365769 -0.000116585 -0.000805131 0.00202596 -6.95782e-05 0.000421636 0.00281547 0.000208842 0.000140008 -0.000143815 -0.000933825 -7.74471e-05 -0.00201965 -0.0018499 0.0111354 -7.97452e-05 0.00177547 -0.000107439 0.00033592 0.00115285 0.00359278 0.000800817 0.00207462 0.00983144 internal_weight=1.32999e+06 404241 132895 38644 28458 589 62 271346 59158 27869 925750 121540 9922 111618 110292 804210 60329 33728 26601 26089 248 743881 10941 732940 141801 53653 6765 46888 16622 1036 internal_count=1329991 404241 132895 38644 28458 589 62 271346 59158 27869 925750 121540 9922 111618 110292 804210 60329 33728 26601 26089 248 743881 10941 732940 141801 53653 6765 46888 16622 1036 cat_boundaries=0 1 2 cat_threshold=2202 70 is_linear=0 shrinkage=0.05 Tree=497 num_leaves=31 num_cat=3 split_feature=17 16 117 16 22 13 55 3 20 136 42 20 28 136 41 66 122 24 87 18 124 116 14 19 116 136 37 135 15 85 split_gain=5.82756 18.0972 24.0512 15.7161 15.2353 24.6725 21.1328 17.6248 16.7105 15.1665 14.9095 14.8417 16.5003 21.518 19.4103 15.1399 14.7369 14.5778 16.5412 14.0932 13.9363 13.7074 13.7611 19.6301 19.0476 17.6921 13.5959 13.4123 13.313 13.1849 threshold=14.039999961853029 13.344999790191652 0.21643137186765674 14.550000190734865 9.2849998474121112 3.3349999189376835 16.525000572204593 302.50000000000006 9.5950002670288104 0 13.550000190734865 8.1549997329711932 1020.1499938964845 1 8.8499999046325701 26.634999275207523 0.88697704672813427 248.50000000000003 0.81589734554290783 14.039999961853029 -0.59480014443397511 0.68832838535308849 1.4149999618530276 11.269999980926515 -1.0000000180025095e-35 2 12.550000190734865 1025.350036621094 1.9049999713897707 0.84842094779014599 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=3 2 -2 4 8 6 11 9 -1 10 -7 -6 27 14 15 -14 -16 -5 19 -19 -18 22 24 26 -3 -26 -24 -13 -27 -8 right_child=1 21 -4 17 5 7 29 -9 -10 -11 -12 12 13 -15 16 -17 20 18 -20 -21 -22 -23 23 -25 25 28 -28 -29 -30 -31 leaf_value=-7.9246630208424434e-05 0.00042502135109884323 9.8947831537728363e-05 0.0031780459055621734 -0.00015761743180509828 0.0043939545586917893 -0.0035112470965393502 -0.0024638704023350849 0.00030343618663981474 0.002585491675060871 -0.0086536742119423787 0.025134814799884744 -0.00094837224843016496 0.0010938501598879652 0.00018949485117928386 0.0095902088153382442 0.022646543863811531 0.064166778169403027 0.0027099979407410805 -0.00045689556307109054 0.00054646146263955008 0.020820159068867819 0.0016706607664248982 -0.0037049447269165668 -0.00013042329262224068 -9.4644996373874473e-06 0.003229952938466769 -0.00081823484530491736 0.032518923090149962 0.031781953271114972 0.0035069330892946015 leaf_weight=923827 28147 73261 11047 31517 2182 3619 12570 2112 5921 1920 46 14144 1100 4085 591 88 22 18746 10439 12577 118 12292 6638 125080 6603 9650 10580 30 41 998 leaf_count=923827 28147 73261 11047 31517 2182 3619 12570 2112 5921 1920 46 14144 1100 4085 591 88 22 18746 10439 12577 118 12292 6638 125080 6603 9650 10580 30 41 998 internal_value=2.49061e-06 0.000203648 0.00120097 -5.19648e-05 -0.000105126 -0.00101834 -0.000467968 -0.00358734 -6.22765e-05 -0.00505866 -0.00314313 0.000476645 5.30362e-05 0.0022499 0.00660051 0.00269035 0.0130455 0.000654175 0.00126682 0.00184128 0.0276318 4.35422e-05 -4.27217e-05 -0.000348309 0.00044284 0.00198905 -0.00193114 -0.000877537 0.00334729 -0.00202469 internal_weight=1.32999e+06 283339 39194 1.04665e+06 973373 43625 35928 7697 929748 5585 3665 22360 20178 6004 1919 1188 731 73279 41762 31323 140 244145 231853 142298 89555 16294 17218 14174 9691 13568 internal_count=1329991 283339 39194 1046652 973373 43625 35928 7697 929748 5585 3665 22360 20178 6004 1919 1188 731 73279 41762 31323 140 244145 231853 142298 89555 16294 17218 14174 9691 13568 cat_boundaries=0 1 2 3 cat_threshold=3017 533 6176 is_linear=0 shrinkage=0.05 Tree=498 num_leaves=31 num_cat=0 split_feature=52 54 66 92 54 21 135 23 18 16 127 12 133 15 135 1 115 52 19 135 24 55 125 31 36 65 108 42 81 67 split_gain=5.87033 24.537 17.8723 16.8214 16.9643 14.3444 15.3344 14.5847 15.2781 27.0522 16.2769 16.2317 13.8748 15.0663 12.7356 12.0908 11.244 17.1174 17.6566 17.3577 26.1982 17.4052 15.6723 26.1287 34.2297 33.3136 20.5946 24.5008 18.9849 16.6855 threshold=3.8649998903274541 4.2550001144409189 0.55500000715255748 -0.6954229176044463 2.7350000143051152 8.8350000381469744 1029.7500000000002 8.9749999046325701 18.219999313354496 19.524999618530277 -0.35019405186176294 2.6149998903274541 1023.5499877929689 4.6349999904632577 1014.7500000000001 311.50000000000006 -0.9099266231060027 7.9749999046325692 13.344999790191652 1023.6499938964845 278.50000000000006 33.104999542236335 -0.70088258385658253 1017.6499938964845 12.050000190734865 53.944999694824226 -0.6265563666820525 9.8499999046325701 261.74444580078131 10.204999923706056 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 -2 -4 14 -1 7 12 9 10 -9 -11 13 15 -5 -7 17 -3 19 22 21 -21 23 -19 28 26 27 29 -25 -26 right_child=1 16 3 4 -6 6 -8 8 -10 11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.00012595849317237128 -0.0011019513376962211 -0.0014703620147004327 0.0002122037214335494 0.0038340985580929583 0.0014882961252193998 0.0018855175266129732 0.044334553927183155 -0.0015329731437660171 0.0035342519693478932 0.001600636703566321 0.00039183684666556937 0.032361091938161966 -0.030483323028858974 0.0087187008038940392 0.015586981368641653 -0.00048331404341343229 0.0002528158454341664 0.00013063486147204796 -0.00055933523357855493 0.060756810154856705 0.005106790193937602 0.0038627120945602654 0.00012285883481061175 -0.0035813463100081919 -0.0084223534461177352 0.029470430082081757 0.0049639593874502355 0.069319393095516033 0.0066537475903153346 0.017976717725080454 leaf_weight=858815 7164 26716 14407 8405 19179 21806 20 15963 2992 74 35209 102 34 701 237 7154 200454 5577 68067 41 222 20 32289 1189 70 188 1730 21 732 413 leaf_count=858815 7164 26716 14407 8405 19179 21806 20 15963 2992 74 35209 102 34 701 237 7154 200454 5577 68067 41 222 20 32289 1189 70 188 1730 21 732 413 internal_value=2.36289e-06 0.000166301 0.00120721 0.00159896 0.00231709 -6.49463e-05 0.000558433 0.000548015 6.10801e-05 -0.000141298 -0.000208604 0.0194277 0.00143908 0.00147567 0.00415641 0.00130034 1.40703e-05 -0.000334555 -6.00928e-05 0.000739633 0.0130812 0.042103 0.000656885 0.00239511 0.005303 0.00925624 0.00755514 0.0164495 0.000318752 0.0141508 internal_weight=1.32999e+06 387121 49392 42228 27821 942870 84055 84035 54340 51348 51172 176 29695 29661 8642 28960 337729 137275 110559 42492 283 61 42209 9920 4343 2422 2234 504 1921 483 internal_count=1329991 387121 49392 42228 27821 942870 84055 84035 54340 51348 51172 176 29695 29661 8642 28960 337729 137275 110559 42492 283 61 42209 9920 4343 2422 2234 504 1921 483 is_linear=0 shrinkage=0.05 Tree=499 num_leaves=31 num_cat=5 split_feature=33 39 35 27 14 136 119 72 2 136 52 55 2 21 106 136 4 67 136 29 31 80 39 86 70 136 7 52 78 109 split_gain=5.58314 22.281 21.9317 19.0961 16.1161 36.551 28.8182 51.4723 17.423 15.816 14.1201 18.7682 15.7023 17.5107 18.3607 15.3266 19.7239 15.8244 14.933 16.2686 29.1317 28.2809 26.3969 25.2515 15.3322 16.312 14.2604 13.697 13.8166 15.4725 threshold=13.750000000000002 13.150000095367433 13.949999809265138 269.50000000000006 3.3149999380111699 0 -0.64942333102226246 0.71025246381759655 156.50000000000003 1 41.815000534057624 32.315000534057624 311.50000000000006 9.6649999618530291 -0.79412433505058277 2 12.650000095367433 2.8449999094009404 3 1014.5499877929689 1016.3500061035157 246.37565612792972 17.849999427795414 0.78760084509849559 287.28042602539068 4 7.5499999523162851 24.644999504089359 43.555000305175788 -0.89958572387695301 decision_type=2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 1 2 2 2 2 left_child=2 3 -1 4 -2 6 7 8 -6 -5 11 27 13 14 18 16 -13 -17 -12 20 22 -22 23 26 25 -21 -20 -3 -29 -30 right_child=1 10 -4 9 5 -7 -8 -9 -10 -11 12 15 -14 -15 -16 17 -18 -19 19 24 21 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=2.0125053460546575e-05 -0.00016738258422979943 -9.3547951277264714e-05 0.0011519846337811055 -0.00098671305652708245 0.037282153205187234 -0.0025886848176956824 0.010729286574883286 -0.0091148306019022129 0.089532441120499226 -0.0039438899713122805 -0.0020467072228999121 -0.00026986088827379054 -0.00063665518882958659 0.00071754273559913667 0.0019480443165303789 0.014382096299972042 0.021716287776473026 -0.0040194873095136833 0.014788395188778048 0.019038408207393262 0.015862399875186384 0.088280631730762824 0.048951253324667827 0.00086328930745202071 0.0006308147306628327 -0.00088532230163753571 0.040248881687707121 0.0018128638147633512 0.046324976816281886 0.007215496605837389 leaf_weight=782670 5792 442600 45274 9300 27 407 239 32 39 8832 313 3580 6325 6143 2661 119 105 6408 271 309 28 26 47 353 611 159 69 7131 36 85 leaf_count=782670 5792 442600 45274 9300 27 407 239 32 39 8832 313 3580 6325 6143 2661 119 105 6408 271 309 28 26 47 353 611 159 69 7131 36 85 internal_value=2.24475e-06 -0.000129312 8.20179e-05 -0.00159462 0.000722467 0.0076499 0.019513 0.0429256 0.0681573 -0.00242986 -5.35939e-05 -0.000106348 0.00134811 0.00249038 0.00473725 -0.00222594 0.000355645 -0.00367835 0.00813252 0.00979224 0.0152767 0.0507304 0.0126896 0.0102303 0.00584714 0.0126573 0.0199554 -5.8232e-05 0.00209715 0.0188514 internal_weight=1.32999e+06 502047 827944 24668 6536 744 337 98 66 18132 477379 460064 17315 10990 4847 10212 3685 6527 2186 1873 794 54 740 693 1079 468 340 449852 7252 121 internal_count=1329991 502047 827944 24668 6536 744 337 98 66 18132 477379 460064 17315 10990 4847 10212 3685 6527 2186 1873 794 54 740 693 1079 468 340 449852 7252 121 cat_boundaries=0 1 2 3 4 5 cat_threshold=385 6684 7168 2198 4865 is_linear=0 shrinkage=0.05 Tree=500 num_leaves=31 num_cat=1 split_feature=104 76 52 55 135 99 79 37 33 110 111 69 76 28 24 30 39 123 67 30 4 107 136 6 34 6 97 1 23 126 split_gain=5.55208 9.77678 11.3491 17.1367 16.9985 9.7052 9.63883 22.084 7.90268 7.37516 5.97688 10.2485 6.02597 6.16318 6.38153 6.79938 6.00562 5.81352 7.5635 5.8118 5.74193 6.95903 5.71026 5.58174 9.06369 8.36472 6.64168 7.73124 7.15814 13.5304 threshold=0.31884104013442999 5.6949999332427987 1.3149999976158144 4.7249999046325692 1015.0499877929689 -0.93791574239730824 13.715000152587892 11.84999990463257 10.650000095367433 -0.83795985579490651 -0.94340083003044117 257.41258239746099 45.674999237060554 1014.6499938964845 290.50000000000006 1008.3500061035157 11.84999990463257 0.97625884413719188 1.575000047683716 1000.4500122070314 11.050000190734865 -0.78317821025848378 0 16.849999427795414 13.150000095367433 20.050000190734867 -0.75135442614555348 330.50000000000006 7.5250000953674325 -0.92384436726570118 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=23 8 3 9 5 6 19 -8 17 -3 11 -7 13 14 15 -12 -15 -2 -19 -4 -11 -22 -10 -1 25 26 27 -25 29 -28 right_child=1 2 4 -5 -6 10 7 -9 22 20 12 -13 -14 16 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=8.9990141609958586e-06 0.0031037622495609153 0.01409004067812164 -0.019065791872613456 0.041915464391266664 0.032127326290155279 -0.0073662340334858592 0.040495294074062264 -0.0019893137064914651 0.0015624917847951501 -0.0091817867039149081 -0.022982334610424007 0.025576622604296124 -0.02706849773826658 -0.028351468358388438 0.010378788094609404 -0.0043136429069379192 -0.011965691714514913 0.04000980342151942 0.0092544319845929545 -0.0037469156036538786 -0.010627549416808921 0.026950908039829566 -0.0034750466974481351 -0.012462806474319842 -0.011191977489087238 0.022958035793479731 0.017490951390220569 0.007568569781762533 -0.0091614987299462759 -0.0010826196227856401 leaf_weight=1325071 242 76 69 28 29 127 40 130 1212 148 64 29 61 70 52 205 278 27 77 603 22 28 1034 229 283 35 130 61 142 399 leaf_count=1325071 242 76 69 28 29 127 40 130 1212 148 64 29 61 70 52 205 278 27 77 603 22 28 1034 229 283 35 130 61 142 399 internal_value=-2.34865e-07 -0.00172474 -0.00429682 0.00465692 -0.00583582 -0.00647293 -0.00262913 0.00800706 0.000318435 0.000849482 -0.0101258 -0.00124224 -0.0120243 -0.0106525 -0.00565567 -0.00875526 -0.0152617 0.0073525 0.017239 -0.00531984 -0.00423275 0.0104164 -0.000765175 5.81231e-06 -0.00329568 -0.00105205 -0.00192651 -0.00824931 0.000806148 0.00348177 internal_weight=1.331e+06 4651 2059 302 1757 1728 842 170 2592 274 886 156 730 669 321 269 348 346 104 672 198 50 2246 1.32635e+06 1279 996 961 290 671 529 internal_count=1331001 4651 2059 302 1757 1728 842 170 2592 274 886 156 730 669 321 269 348 346 104 672 198 50 2246 1326350 1279 996 961 290 671 529 cat_boundaries=0 1 cat_threshold=2341 is_linear=0 shrinkage=0.05 Tree=501 num_leaves=31 num_cat=3 split_feature=87 35 53 79 136 84 7 31 19 4 35 61 20 127 136 37 136 84 122 80 35 37 33 35 35 39 77 134 108 66 split_gain=4.97056 15.936 8.55631 6.97953 15.2667 9.5581 10.6987 8.36674 7.47666 6.61853 6.5543 10.9323 9.65509 7.21715 6.34832 6.22935 6.63686 5.90671 18.3472 16.8865 14.4307 19.8171 16.5761 17.5604 16.5589 14.9435 12.8317 11.5115 10.9916 10.7123 threshold=0.90863192081451427 10.650000095367433 7.5250000953674325 39.895000457763679 0 0.86795431375503551 13.84999990463257 1010.8500061035157 6.9049999713897714 15.150000095367433 14.84999990463257 0.74240633845329296 7.4549999237060556 0.68832838535308849 1 9.5500001907348651 2 0.88008853793144237 -0.78257837891578663 326.15080261230474 9.4499998092651385 11.34999990463257 10.84999990463257 11.250000000000002 10.150000095367433 12.84999990463257 26.82499980926514 1019.6499938964845 -0.94244751334190358 21.355000495910648 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 14 8 5 6 -5 -8 15 -7 13 -12 -13 -6 -2 -3 -17 -1 -19 20 25 22 -22 26 -23 28 -24 -26 29 -20 right_child=1 3 -4 4 10 9 7 -9 -10 -11 11 12 -14 -15 -16 16 -18 18 19 -21 21 24 23 -25 27 -27 -28 -29 -30 -31 leaf_value=-1.7647474018138982e-05 -0.00014962677623805651 0.021123553607612852 -0.0083424983250450502 0.010625968577935258 -0.0067801143925389946 0.0073792919448288034 0.019478904576972128 0.064666106693801434 -0.0008705518749649345 -0.02063857838511467 0.00020803818368713242 0.049539514031261209 0.008607342857473721 0.0013813143105458239 -0.0055386459937747492 -0.0028660400926012325 0.0022863686720099663 -0.00099157364019477235 -0.0080834556242515305 -0.0011320294608513791 0.0046888306001465242 -0.0070974048764749741 0.00063138569521812638 0.0031722214095453376 0.00089126501508237906 0.0037884208137884028 -0.0075865734058661455 -0.0070147986027662007 -0.0033488762654923978 -0.04376644623098952 leaf_weight=1194740 1303 40 842 72 458 503 20 21 20105 22 137 25 34 663 938 767 3218 20099 58 11153 6444 666 1116 3165 59620 812 827 464 2636 33 leaf_count=1194740 1303 40 842 72 458 503 20 21 20105 22 137 25 34 663 938 767 3218 20099 58 11153 6444 666 1116 3165 59620 812 827 464 2636 33 internal_value=-2.2384e-07 -0.000645741 -0.00404524 -0.000243952 0.00262943 0.00890489 0.0222357 0.0426236 -0.000476752 0.00620521 -0.000474636 0.00795734 0.0259515 -0.00195315 -0.00243065 0.00149029 0.00129322 1.42392e-05 0.00036997 0.000684539 0.00095168 0.00110427 0.00300255 0.000875218 0.0007433 -0.00216575 -0.00286643 0.00083021 -0.00393868 -0.0210234 internal_weight=1.331e+06 29168 3083 26085 1955 638 113 41 24130 525 1317 196 59 1121 2241 4025 3985 1.30183e+06 107093 86994 75841 72302 11552 5108 60750 3539 1943 60084 2727 91 internal_count=1331001 29168 3083 26085 1955 638 113 41 24130 525 1317 196 59 1121 2241 4025 3985 1301833 107093 86994 75841 72302 11552 5108 60750 3539 1943 60084 2727 91 cat_boundaries=0 1 2 3 cat_threshold=2129 720 1556 is_linear=0 shrinkage=0.05 Tree=502 num_leaves=31 num_cat=4 split_feature=120 122 136 30 76 8 136 20 107 18 64 10 4 136 13 127 38 26 34 34 80 40 57 80 5 136 1 11 20 14 split_gain=5.04731 13.51 17.029 22.8791 21.2658 19.0171 17.9048 17.1292 17.2958 14.22 15.0729 13.9073 13.4675 18.2776 13.0874 16.1404 17.4227 14.1876 12.0731 11.8528 11.5533 12.7386 11.5042 16.963 13.8412 11.3363 19.9407 12.9817 19.1007 21.1002 threshold=-0.67556449770927418 -0.72534674406051625 0 997.54998779296886 22.054999351501468 11.449999809265138 1 6.2950000762939462 -0.80039095878601063 7.4149999618530282 4.3949999809265146 8.7500000000000018 7.5499999523162851 2 3.554999947547913 0.35019405186176306 12.84999990463257 305.50000000000006 11.550000190734865 8.5500001907348651 220.93560791015628 3.0499999523162846 275.59741210937506 294.08410644531256 6.7500000000000009 3 63.500000000000007 10.550000190734865 7.5950000286102304 2.0749999284744267 decision_type=2 2 1 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 3 -1 5 -4 11 8 -5 10 -3 -7 -11 -14 15 -8 18 -16 -17 -6 -21 -22 -9 24 -24 26 -2 -28 29 -29 right_child=25 9 4 7 19 6 14 22 -10 12 -12 -13 13 -15 17 16 -18 -19 -20 20 21 -23 23 -25 -26 -27 27 28 -30 -31 leaf_value=0.049720332542942336 0.00080175360576779345 0.0012719856996525826 1.0215087160553045e-05 -0.0056337839898158689 -0.010215471685065 0.012525235409564016 0.0029979637116467912 -0.00063467919482743779 -0.0015456303954560755 7.1542280202368971e-05 0.0061536842020325474 0.0034425766230098895 -0.00093924831589664896 0.0018554693512191581 -0.010547723894149872 0.0050453365321345839 -0.0026510001367095054 0.0075315128572628655 -0.0016873613387733384 0.012332080462685144 -0.0014553248320843541 -0.0077748749042905714 0.0039181363724708268 -0.0020938820787403003 0.01562643485720645 -0.00025022919714994554 -0.00022843806012722625 0.0015402553929311409 0.0017508952925826425 -0.00040100549575814923 leaf_weight=22 84027 20701 197322 3294 440 467 5992 10899 12057 129222 1712 4322 7618 25163 471 1739 4055 141 1079 142 8689 878 1024 884 335 437402 272999 18480 21713 57712 leaf_count=22 84027 20701 197322 3294 440 467 5992 10899 12057 129222 1712 4322 7618 25163 471 1739 4055 141 1079 142 8689 878 1024 884 335 437402 272999 18480 21713 57712 internal_value=-2.15003e-07 0.000138654 -9.76639e-05 -0.00124876 4.7795e-05 0.000153092 0.00169655 -0.00128855 -0.00242286 0.000464463 0.00164487 0.00431925 0.000301155 0.00120628 0.000760817 0.00110122 -0.000552398 -0.00638241 0.00246742 -0.00218892 -0.00182516 -0.00203529 3.64227e-05 0.00329739 0.00680429 -6.84827e-05 0.000106264 -5.12938e-05 0.000442656 6.98379e-05 internal_weight=1.331e+06 438668 254252 28515 225737 215588 18266 28493 15351 184416 22413 4789 162003 32781 13477 12865 6873 612 2818 10149 9709 9567 13142 2243 1359 892333 454931 370904 97905 76192 internal_count=1331001 438668 254252 28515 225737 215588 18266 28493 15351 184416 22413 4789 162003 32781 13477 12865 6873 612 2818 10149 9709 9567 13142 2243 1359 892333 454931 370904 97905 76192 cat_boundaries=0 1 2 3 4 cat_threshold=4100 1681 260 6556 is_linear=0 shrinkage=0.05 Tree=503 num_leaves=31 num_cat=3 split_feature=14 7 127 37 136 31 136 58 28 111 121 123 13 24 38 0 93 24 19 103 4 53 43 33 127 123 23 127 15 136 split_gain=5.12644 19.2424 19.9057 23.7 18.942 14.2477 24.7321 26.6043 20.5718 21.4641 24.3834 17.8791 14.6593 13.5516 20.5697 17.433 18.1411 15.4261 19.2556 19.8166 24.7444 23.5532 20.3969 21.2241 20.5281 18.8724 18.6061 18.2999 28.997 16.3627 threshold=2.185000061988831 11.250000000000002 -0.9914070963859557 13.550000190734865 0 1025.4500122070315 1 285.82626342773443 1022.2500000000001 0.92267361283302318 0.14780378341674807 0.64942333102226268 3.1750000715255742 216.50000000000003 14.650000095367433 244.50000000000003 0.99492883682250988 278.50000000000006 8.0099999904632586 0.29699295759201055 6.3500001430511483 5.7349998950958261 11.050000190734865 13.750000000000002 0.95878320932388317 -0.89490029215812672 5.9449999332427987 -0.43049471080303187 2.304999947547913 2 decision_type=2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=1 5 3 -3 -2 12 8 -8 9 -7 -11 -10 -1 14 15 -6 -17 25 26 20 -20 22 23 27 -24 -15 -19 28 -21 -27 right_child=4 2 -4 -5 13 6 7 -9 11 10 -12 -13 -14 17 -16 16 -18 18 19 21 -22 -23 24 -25 -26 29 -28 -29 -30 -31 leaf_value=1.3988385306147435e-05 -0.0022738612131441255 0.01236085068501 0.0018101784435037146 0.071747562941163787 -0.00014489190601510402 0.00091387866205483123 0.0015434273025397576 -0.0034344419247495325 0.0066829199102965767 0.022904191381649629 0.085309530011094786 -0.0013063749209579519 -0.010757202209346291 0.0044445937666144457 -0.0078031270895026223 -0.001224298646872215 -0.011861035754946249 -4.7143566042021858e-06 -0.00022277323629823361 0.0023882033625909462 -0.0027520285145820412 0.00044959942824019419 0.00018498410769566008 -0.0025248376123415822 0.0041390449573570553 0.0012090966834651259 0.0021712496430959312 -0.00031171578894439452 -0.0029944818480191287 -0.00057763600579419105 leaf_weight=856966 10147 105 12472 20 8658 53 13344 3360 2466 49 23 978 316 3215 1262 938 700 24820 21755 3031 17408 104336 28783 15093 3705 32290 16260 112877 14337 21234 leaf_count=856966 10147 105 12472 20 8658 53 13344 3360 2466 49 23 978 316 3215 1262 938 700 24820 21755 3031 17408 104336 28783 15093 3705 32290 16260 112877 14337 21234 internal_value=-2.04002e-07 6.8852e-05 0.00200916 0.0218627 -0.00013964 4.09996e-05 0.00135111 0.000541807 0.00512302 0.0250629 0.0428392 0.00441418 1.00181e-05 -8.93049e-05 -0.00177826 -0.00103978 -0.00576991 -4.27336e-05 -0.000162756 -0.000293071 -0.00134703 -0.000146785 -0.000496702 -0.000749881 0.000635914 0.000723874 0.000856561 -0.000544196 -0.00205512 0.000500383 internal_weight=1.331e+06 890152 12597 125 440849 877555 20273 16704 3569 125 72 3444 857282 430702 11558 10296 1638 419144 362405 321325 39163 282162 177826 145338 32488 56739 41080 130245 17368 53524 internal_count=1331001 890152 12597 125 440849 877555 20273 16704 3569 125 72 3444 857282 430702 11558 10296 1638 419144 362405 321325 39163 282162 177826 145338 32488 56739 41080 130245 17368 53524 cat_boundaries=0 1 2 3 cat_threshold=2080 5140 4293 is_linear=0 shrinkage=0.05 Tree=504 num_leaves=31 num_cat=0 split_feature=104 67 35 127 28 39 95 12 125 0 21 15 114 118 95 8 70 106 15 78 54 53 95 77 0 6 21 67 64 13 split_gain=4.99104 9.22629 9.80989 17.979 8.67344 7.45338 6.64239 6.54531 8.17182 7.50453 6.13135 12.1717 13.7293 7.73732 7.4488 9.26974 15.0671 12.1392 8.33296 5.86752 5.58058 5.66834 5.49829 5.31172 5.46087 5.29415 5.27843 24.3031 15.6084 17.8434 threshold=0.31884104013442999 13.184999942779543 10.550000190734865 -0.43049471080303187 1023.5499877929689 16.150000572204593 0.48658280074596411 4.1849999427795419 -0.64942333102226246 79.500000000000014 4.6949999332427987 1.1749999523162844 0.93663650751113903 -0.70088258385658253 -0.78660106658935536 0.84999999403953563 257.90109252929693 1.0000000180025095e-35 1.3650000095367434 26.73499965667725 16.945000648498539 5.6549999713897714 0.021300517953932289 4.6849999427795419 294.50000000000006 9.0500001907348651 5.1849999427795419 24.925000190734867 2.5749999284744267 1.0149999856948855 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 4 3 -3 5 10 -5 9 -9 -4 11 13 22 -2 18 16 20 -18 -12 -11 21 -16 -13 -17 25 -25 27 28 29 -1 right_child=1 2 7 6 -6 -7 -8 8 -10 19 14 12 -14 -15 15 23 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00027737080490139048 0.015364066894269652 0.040259201725323997 0.00099077257369312318 0.0041480242988010023 -0.0068642775088123475 -0.0064897489714378824 -0.027850819334549748 0.0053630696476570199 -0.03051362252006164 -0.012917995710685401 0.00077597186581103829 0.020891747530133994 0.051018265361845908 -0.00076745354770290167 -0.0095374752773204827 0.0020733198543585111 0.011431798028449219 0.062264644678520123 -0.019535683377296664 0.0091315296111684867 -0.023062836807221175 0.028106719562783839 -0.0032064160809102587 -0.0079562926676049941 0.022070812371869884 0.00016800408503349243 3.799400853043206e-05 0.029582408085629782 0.0017175208053248063 -0.00097465105630057584 leaf_weight=47791 90 30 196 55 489 365 23 21 65 352 102 56 27 427 20 1248 24 23 100 33 20 20 41 388 21 415 1199372 68 8775 70344 leaf_count=47791 90 30 196 55 489 365 23 21 65 352 102 56 27 427 20 1248 24 23 100 33 20 20 41 388 21 415 1199372 68 8775 70344 internal_value=-1.94419e-07 -0.00163525 -0.0066155 0.00736434 -0.000639455 0.000259257 -0.00528753 -0.00887911 -0.021753 -0.0069735 0.00107441 0.00541503 0.0194836 0.00204074 -9.41498e-05 0.000757342 0.0151082 0.0363074 -0.0092793 -0.011028 -0.00149786 0.00928462 0.0107059 1.62502e-05 -0.00309931 -0.00375756 5.53909e-06 -0.000301014 -0.000317026 -0.000468151 internal_weight=1.331e+06 4651 775 108 3876 3387 78 667 86 581 3022 641 124 517 2381 2179 107 47 202 385 60 40 97 2072 824 803 1.32635e+06 126978 126910 118135 internal_count=1331001 4651 775 108 3876 3387 78 667 86 581 3022 641 124 517 2381 2179 107 47 202 385 60 40 97 2072 824 803 1326350 126978 126910 118135 is_linear=0 shrinkage=0.05 Tree=505 num_leaves=31 num_cat=1 split_feature=15 16 115 17 43 29 36 136 122 27 112 121 19 37 34 120 30 30 121 132 0 23 4 11 28 98 8 77 106 21 split_gain=6.94135 18.1213 16.2985 13.6905 13.5618 13.2428 13.77 10.561 9.56557 11.2719 8.70588 9.17419 11.1816 10.2113 21.9013 27.7347 17.6969 12.3203 10.953 10.9512 10.2961 9.86684 9.69166 9.62374 9.1019 8.54538 8.51197 8.1505 9.80532 8.08308 threshold=4.9649999141693124 15.405000209808351 0.11319890245795251 11.775000095367433 12.250000000000002 1009.9500122070314 12.449999809265138 0 -0.78257837891578663 276.50000000000006 -0.095842104405164705 0.52247866988182079 14.550000190734865 12.750000000000002 12.84999990463257 -0.68832838535308827 1011.9500122070314 1000.4500122070314 -0.86159634590148915 1016.1499938964845 277.50000000000006 9.5250000953674334 13.949999809265138 12.150000095367433 1022.4500122070314 -0.81274947524070729 11.150000095367433 38.555000305175788 -0.94432884454727162 9.3450002670288104 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 10 5 7 6 -4 8 9 -3 11 13 22 14 18 -16 -15 -17 20 21 -2 -20 25 24 -18 26 -13 -9 -29 -19 right_child=1 4 3 -5 -6 -7 -8 27 -10 -11 -12 12 -14 16 15 17 23 29 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=3.3070961488228865e-05 -0.0030851871983447513 0.040681376160923828 0.066404083314473214 -0.021172606606375089 -0.0091331592673781006 -0.0023333658391886669 0.019657470465055671 -0.00029773725982056433 0.00517071348997646 0.0095613881883521885 -0.013753242626682753 0.0018538051869005099 -0.012452152513758877 -0.011441166242978395 0.050223965125835761 0.031476761694801479 0.0047159385120620657 -0.0080400849356710054 0.0023823991245908328 -0.0160726510846332 -0.019114277603922605 -0.0031710972799081877 0.032876331576262602 -0.0055897610434342063 -0.0084698083371821248 -0.0087924175691508604 0.037265611961483959 0.041505185446955944 0.0063455900913498261 0.017524941892638295 leaf_weight=1319865 280 43 23 22 259 37 50 1873 823 90 180 112 488 674 44 38 648 104 1952 108 156 1355 20 836 164 226 20 22 201 44 leaf_count=1319865 280 43 23 22 259 37 50 1873 823 90 180 112 488 674 44 38 648 104 1952 108 156 1355 20 836 164 226 20 22 201 44 internal_value=2.26973e-05 -0.00123436 -0.00258216 0.0148336 0.00185163 0.0220348 0.0343859 0.00278383 0.00710696 0.0196227 -0.00289077 -0.00262179 -0.00745181 -0.00196853 -0.000462392 0.0145257 -0.00461564 0.00608089 -0.00135755 -0.000404756 -0.00882037 0.000106927 -0.000996353 -0.00182413 0.00205281 -0.00288868 0.00721923 0.000774414 0.00981425 -0.000439672 internal_weight=1.33076e+06 10892 7581 132 3311 110 73 3052 956 133 7449 7269 866 6403 4081 230 2322 186 3851 3415 436 3307 378 1648 812 358 132 2096 223 148 internal_count=1330757 10892 7581 132 3311 110 73 3052 956 133 7449 7269 866 6403 4081 230 2322 186 3851 3415 436 3307 378 1648 812 358 132 2096 223 148 cat_boundaries=0 1 cat_threshold=265 is_linear=0 shrinkage=0.05 Tree=506 num_leaves=31 num_cat=0 split_feature=15 16 115 17 43 29 36 101 77 114 75 79 41 5 53 91 111 14 129 128 74 67 14 25 2 40 27 111 31 121 split_gain=6.26457 16.3544 14.7094 12.3557 12.2395 11.9516 12.4275 9.8169 9.8873 9.75657 9.0937 8.96322 12.7223 11.9012 9.43218 15.1759 18.5893 17.2505 10.5698 10.5336 9.98588 8.89886 8.7262 9.10511 16.2384 9.48131 9.00445 9.57346 8.51253 8.47485 threshold=4.9649999141693124 15.405000209808351 0.11319890245795251 11.775000095367433 12.250000000000002 1009.9500122070314 12.449999809265138 0.31323701143264776 38.555000305175788 -0.07845610752701758 0.82724991440773021 50.014999389648445 6.8500001430511483 15.250000000000002 48.954999923706062 -0.96100193262100209 -0.97609320282936085 4.5650000572204599 134.50000000000003 206.50000000000003 0.74268707633018505 14.50500011444092 6.0450000762939462 281.50000000000006 180.50000000000003 6.8500001430511483 226.50000000000003 0.43607978522777563 1006.4500122070314 0.36648726463317877 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 9 5 7 6 -4 8 -3 29 -10 -1 13 14 15 16 17 18 20 -16 -13 -22 26 24 -24 -26 -9 -28 -25 -2 right_child=1 4 3 -5 -6 -7 -8 22 10 -11 -12 12 -14 -15 19 -17 -18 -19 -20 -21 21 -23 23 28 25 -27 27 -29 -30 -31 leaf_value=2.1371745186306524e-05 -0.0016746398442988209 -0.0035492253263781862 0.063083878811448821 -0.020113976147364487 -0.0086765013166463269 -0.0022166977384807294 0.018674596801400184 0.031455181809832103 -0.0026924959828870166 -0.014278388125743904 0.019014675642112986 0.003472769086804699 -0.007796009592441676 -0.0049012115629806117 -0.0010853333029491553 0.00209477238699921 0.0055514943664412772 0.060604232698678977 -0.017027478532067368 -0.036087205218659206 0.058502029547733925 0.022465866774330618 0.0039762143960229658 -0.021458754518009243 0.035261281789280473 0.0039546309008954032 0.010611859359076671 0.00037713648160696002 0.0069205357047811139 -0.0061622963208691232 leaf_weight=1312066 5994 862 23 22 259 37 50 27 90 179 104 57 336 554 936 4610 1124 25 21 22 21 93 132 31 110 31 282 1204 179 1276 leaf_count=1312066 5994 862 23 22 259 37 50 27 90 179 104 57 336 554 936 4610 1124 25 21 22 21 93 132 31 110 31 282 1204 179 1276 internal_value=2.15624e-05 -0.00117264 -0.00245305 0.0140919 0.00175905 0.0209331 0.0326666 0.00264463 -0.00125401 -0.00274624 0.00894434 3.14174e-05 0.00172145 0.00214995 0.00271535 0.00345658 0.00813812 0.0215362 0.0164492 -0.00188913 0.0205603 0.0291041 0.00470724 0.0105585 0.0165795 0.0283783 0.00283933 0.00231939 0.00273121 -0.00246229 internal_weight=1.33076e+06 10892 7581 132 3311 110 73 3052 1056 7449 194 1.31986e+06 7799 7463 6909 5951 1341 217 192 958 171 114 1996 483 273 141 1513 1486 210 7270 internal_count=1330757 10892 7581 132 3311 110 73 3052 1056 7449 194 1319865 7799 7463 6909 5951 1341 217 192 958 171 114 1996 483 273 141 1513 1486 210 7270 is_linear=0 shrinkage=0.05 Tree=507 num_leaves=31 num_cat=2 split_feature=38 109 136 41 20 12 24 11 103 35 85 31 84 111 7 11 99 55 35 36 15 67 136 32 26 35 80 127 23 107 split_gain=5.99092 15.8426 30.7366 27.6307 17.9214 17.9226 19.3823 17.4062 25.2557 21.3289 19.8147 17.3069 17.287 16.9383 16.4503 16.8654 18.5158 18.5805 16.3104 15.9863 22.0333 28.243 24.9446 20.2107 20.36 19.6405 19.3438 19.7052 37.6294 21.0071 threshold=12.84999990463257 -0.1484127342700958 0 8.1500000953674334 9.9049997329711932 2.7150000333786015 261.50000000000006 19.150000572204593 0.013206822797656061 11.949999809265138 0.76382276415824901 1005.4500122070314 0.83403751254081737 0.0086395111866295355 4.0499999523162851 1.0000000180025095e-35 -0.96750143170356739 28.585000038146976 11.650000095367433 12.050000190734865 3.8649998903274541 13.00500011444092 1 13.449999809265138 318.50000000000006 12.250000000000002 233.17897033691409 -0.84335932135581959 7.2650001049041757 -0.45072764158248896 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 14 5 11 -7 10 -9 -10 13 -5 -8 -4 15 16 17 -1 -13 23 21 -21 26 24 -16 -24 -23 29 -29 -28 right_child=-2 -3 7 4 -6 6 12 8 9 -11 -12 18 -14 -15 19 -17 -18 -19 -20 20 -22 22 25 -25 -26 -27 27 28 -30 -31 leaf_value=0.038449788833575617 -6.3010876098658242e-05 0.00023882137772253571 -0.0029353429617303747 0.027733990533484354 0.01944601578610157 -0.021443106785025551 -0.0094109780372908375 0.0020261380554025842 0.010293496013619006 0.083315502144396314 -0.0059479795066988894 -0.010724737511419197 0.020325980194112553 0.0052319704737822633 -0.00025107397140801846 -0.0019360617095694876 -0.00010662548350480323 0.00097684502741851088 0.0020495058561072568 0.000761355306282734 -0.0041060655398486839 0.008715178047676379 0.010773244281634557 0.013501070014294569 0.018017912606856871 4.5039245397609135e-05 0.042827191286149528 0.071878580522278079 0.0034548411009622353 -0.0016700799518730492 leaf_weight=83 821747 467112 2638 45 67 346 384 148 20 20 4708 472 56 836 15728 8934 208 55 531 2673 895 499 737 279 154 1013 155 23 159 32 leaf_count=83 821747 467112 2638 45 67 346 384 148 20 20 4708 472 56 836 15728 8934 208 55 531 2673 895 499 737 279 154 1013 155 23 159 32 internal_value=2.04843e-05 0.000155279 -0.000776115 -9.89065e-05 -0.00595358 -0.00688148 -0.0125889 -0.00348455 0.0115534 0.0468045 -0.00383434 -0.00260092 -0.00562627 -0.000969922 0.000252968 -0.00151658 0.00931468 0.0235149 -0.0039619 0.000987807 0.00314935 0.00437664 0.00806787 0.000160427 -7.39285e-05 0.00453722 0.0149615 0.0238138 0.0121018 0.0352127 internal_weight=1.33076e+06 509010 41898 33528 1901 1834 786 8370 188 40 8182 1048 440 3474 31627 9280 346 138 1003 22347 6186 5291 2618 16161 15882 1750 868 369 182 187 internal_count=1330757 509010 41898 33528 1901 1834 786 8370 188 40 8182 1048 440 3474 31627 9280 346 138 1003 22347 6186 5291 2618 16161 15882 1750 868 369 182 187 cat_boundaries=0 1 2 cat_threshold=2516 20 is_linear=0 shrinkage=0.05 Tree=508 num_leaves=31 num_cat=3 split_feature=15 16 115 17 40 29 136 36 96 14 41 114 79 41 5 53 20 55 24 23 115 8 64 136 9 136 87 29 7 99 split_gain=5.63987 14.7682 13.2693 11.1319 11.0936 10.8631 10.3338 9.93762 8.96936 9.79054 9.3829 8.81517 8.0958 11.3291 10.7558 8.4554 14.288 20.3325 24.5403 15.7214 13.0815 11.412 11.4058 10.2368 10.1456 8.79347 8.78021 8.56008 12.9458 11.9987 threshold=4.9649999141693124 15.405000209808351 0.11319890245795251 11.775000095367433 12.650000095367433 1010.5499877929689 0 12.449999809265138 -0.9306981861591338 6.0450000762939462 9.4499998092651385 -0.07845610752701758 50.014999389648445 6.8500001430511483 15.250000000000002 48.954999923706062 7.7550001144409189 8.6050000190734881 245.50000000000003 6.8650000095367441 -0.50751903653144825 7.0499999523162851 45.364999771118171 1 10.750000000000002 2 0.83334490656852733 1013.2500000000001 12.050000190734865 -0.93791574239730824 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 left_child=12 2 11 5 6 7 8 -4 -3 -10 -11 -2 -1 14 15 16 21 -18 19 -19 -20 27 -22 -17 -24 -23 -27 28 29 -14 right_child=1 4 3 -5 -6 -7 -8 -9 9 10 -12 -13 13 -15 -16 23 17 18 20 -21 22 25 24 -25 -26 26 -28 -29 -30 -31 leaf_value=1.9263590965532337e-05 -0.0023389391501293455 -0.0034449070983425868 0.056350448895245792 -0.019083961069753227 -0.0098345025130228483 -0.0031235517062512892 0.0004252431646301472 0.017741603054106238 0.0059250915475610282 0.023002045097045329 -0.013273218943504618 -0.013570513575098492 0.034818184488297751 -0.0073462417810722927 -0.0046639461629050666 -0.0086527747540736059 -0.0033862979588351058 0.073082680971576622 0.0064272989406574362 0.022348742301644076 0.0075900066331087146 0.00082843865662429641 0.047175935450299036 0.00205179462345033 0.0058781394641846422 -0.0061323101877381932 0.00631252403045567 0.0024532179971803584 -0.015049491591693821 -0.0026268192217685283 leaf_weight=1312066 7270 179 25 22 197 35 2131 50 620 164 20 179 24 336 554 337 240 26 460 37 60 1919 58 621 20 152 2098 402 258 197 leaf_count=1312066 7270 179 25 22 197 35 2131 50 620 164 20 179 24 336 554 337 240 26 460 37 60 1919 58 621 20 152 2098 402 258 197 internal_value=1.94601e-05 -0.00111363 -0.00233037 0.0133839 0.00167226 0.0198774 0.0024002 0.0306112 0.00661006 0.00893088 0.0190591 -0.00260883 2.88108e-05 0.00163499 0.00203934 0.00257685 0.00327865 0.00907888 0.0136048 0.0432866 0.0104778 0.0022438 0.0239795 -0.0017827 0.0365868 0.00333644 0.00544759 -0.0029267 -0.00744179 0.00143961 internal_weight=1.33076e+06 10892 7581 132 3311 110 3114 75 983 804 184 7449 1.31986e+06 7799 7463 6909 5951 901 661 63 598 5050 138 958 78 4169 2250 881 479 221 internal_count=1330757 10892 7581 132 3311 110 3114 75 983 804 184 7449 1319865 7799 7463 6909 5951 901 661 63 598 5050 138 958 78 4169 2250 881 479 221 cat_boundaries=0 1 2 3 cat_threshold=265 640 806 is_linear=0 shrinkage=0.05 Tree=509 num_leaves=31 num_cat=1 split_feature=38 22 109 136 42 11 103 35 85 79 77 35 20 33 6 11 99 55 124 20 67 55 34 29 6 63 54 12 31 86 split_gain=5.41443 14.6519 14.553 27.3959 25.601 15.8172 22.5886 19.0178 18.036 18.6076 25.9347 50.2257 15.3171 15.3915 14.8927 16.4718 16.8687 16.7513 15.0538 20.6467 18.9537 16.9872 21.8199 15.901 18.6767 24.1083 19.7416 15.8586 17.1128 24.4243 threshold=12.84999990463257 4.4249999523162851 -0.1484127342700958 0 8.3499999046325701 19.150000572204593 0.013206822797656061 11.949999809265138 0.75963538885116588 11.25500011444092 19.515000343322757 11.550000190734865 9.9049997329711932 11.84999990463257 3.2500000000000004 1.0000000180025095e-35 -0.96750143170356739 27.195000648498539 -0.25037047266960138 6.9549999237060556 19.775000572204593 3.804999947547913 11.250000000000002 1017.3500061035157 12.150000095367433 0.87323489785194408 149.25000000000003 1.1749999523162844 1022.9500122070314 0.78870058059692394 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 14 8 -7 -8 9 10 -5 -12 13 -6 15 16 17 -3 21 20 -20 -16 -23 24 26 -26 -21 -24 -29 -30 right_child=-2 2 -4 5 12 6 7 -9 -10 -11 11 -13 -14 -15 18 -17 -18 -19 19 23 -22 22 27 -25 25 -27 -28 28 29 -31 leaf_value=0.0034879099572231761 -6.0891276680585591e-05 0.036664313760517937 0.00020539136064274641 0.001611016826196689 -0.0115884065731319 0.0019947644291646981 0.0098664329946041105 0.078819025401026019 -0.0056010929923455488 -0.0045704823938936476 -0.0014338775505420081 0.084615740446107729 0.017806584658947858 -0.0022848809823878971 -0.0022881323283761193 -0.0024992419755504938 -0.00032174847907758572 0.0011884370262643124 0.0044823819853399014 -0.00169707594351345 0.016119326121049216 -0.00088210118602274207 0.02079311241545985 0.0054659894453959372 0.0061484509223526792 0.056640701518497538 -0.021044656442988547 0.0021163779542286583 0.0043528913133433411 0.031596705133541805 leaf_weight=3260 821747 82 464148 1581 850 148 20 20 4860 1648 43 28 66 932 5348 6216 206 56 1504 2031 456 7216 124 1217 190 27 141 6214 257 121 leaf_count=3260 821747 82 464148 1581 850 148 20 20 4860 1648 43 28 66 932 5348 6216 206 56 1504 2031 456 7216 124 1217 190 27 141 6214 257 121 internal_value=1.84851e-05 0.000146631 0.000125093 -0.000770785 -0.000127352 -0.00332974 0.011005 0.0443427 -0.00366408 -0.00081138 0.00293862 0.0325012 -0.00584655 -0.00672259 0.000209137 -0.00190984 0.00874054 0.0222683 0.000768603 0.00305919 0.00718975 0.000107326 0.00102686 0.000814075 -0.00155569 0.0124309 -0.00295307 0.00307794 0.0027447 0.0130738 internal_weight=1.33076e+06 509010 505750 41602 33254 8348 188 40 8160 3300 1652 71 1848 1782 31406 6560 344 138 24846 5566 1960 19280 13932 3606 2389 217 2172 6716 6592 378 internal_count=1330757 509010 505750 41602 33254 8348 188 40 8160 3300 1652 71 1848 1782 31406 6560 344 138 24846 5566 1960 19280 13932 3606 2389 217 2172 6716 6592 378 cat_boundaries=0 1 cat_threshold=2516 is_linear=0 shrinkage=0.05 Tree=510 num_leaves=31 num_cat=3 split_feature=118 103 81 113 136 39 5 64 8 10 7 9 64 9 127 31 8 120 33 8 12 135 16 110 20 23 136 84 136 134 split_gain=6.55677 10.5265 9.38003 13.601 9.7885 10.4306 10.3676 10.0855 9.35169 12.0924 14.8764 12.161 11.8929 11.8513 11.8251 13.919 11.3213 19.168 12.4514 12.258 11.9564 10.8817 10.9062 19.1907 10.459 17.1431 15.196 14.5427 11.703 13.5844 threshold=0.77159520983695995 0.67536109685897838 318.90499877929693 -0.78257837891578663 0 11.750000000000002 2.5499999523162846 4.1849999427795419 3.1499999761581425 4.7500000000000009 8.4499998092651385 3.3500000238418584 63.780000686645515 4.3500001430511483 -0.52247866988182057 1013.5499877929689 6.4500000476837167 0.96811076998710643 13.550000190734865 16.650000572204593 2.3349999189376835 1025.549987792969 13.344999790191652 0.078415092080831542 6.555000066757203 7.5850000381469735 1 0.79394948482513439 2 1023.9500122070314 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 left_child=2 -2 8 -4 5 -5 -6 -8 13 10 12 -11 16 24 15 -12 21 18 20 -20 -18 -10 23 -23 25 27 -27 -1 -26 -30 right_child=1 -3 3 4 6 -7 7 -9 9 11 14 -13 -14 -15 -16 -17 17 -19 19 -21 -22 22 -24 -25 28 26 -28 -29 29 -31 leaf_value=-0.00049022322424182446 0.00036547829923519546 -0.00065274430534756963 -0.0018488375227336301 0.0047470478538192565 0.0017645178507551169 0.00045645002025612703 -0.0026706943402107094 -0.00018807470607557861 0.00022174838061434816 0.0012921326834622851 0.002495347592070271 -1.2872411532160141e-05 -0.005195661668774435 0.00076073132133450832 0.0019066934005254308 0.014296002600611368 0.0026997220247871006 -0.0033563936658327596 0.00042637932704953346 -0.036096652200364551 0.00022682396668883317 0.05332998967017321 0.00062614341982855258 0.0089571364965089495 -0.00017319942164776506 0.012687205512835743 0.0021858416392004343 0.0011501977628143882 -0.0010840484552104095 0.012632073734331237 leaf_weight=39342 36121 85382 15901 1871 3870 5831 6437 11224 202426 18360 531 645047 954 27783 3584 472 18714 2305 19953 23 6616 34 130 86 87889 470 1271 20577 67683 181 leaf_count=39342 36121 85382 15901 1871 3870 5831 6437 11224 202426 18360 531 645047 954 27783 3584 472 18714 2305 19953 23 6616 34 130 86 87889 470 1271 20577 67683 181 internal_value=9.32225e-08 -0.000350042 3.5265e-05 -0.000671968 -3.18215e-05 0.0014968 -0.00057906 -0.00109293 6.26777e-05 0.000135859 0.00042789 2.3244e-05 0.000376372 -0.000211679 0.00324969 0.0080486 0.00039761 0.00109143 0.00131772 0.000384327 0.00205382 0.000234624 0.0106597 0.0215294 -0.000335942 0.000215232 0.00510622 7.31197e-05 -0.000554142 -0.00104731 internal_weight=1.33107e+06 121503 1.20956e+06 45134 29233 7702 21531 17661 1.16443e+06 919235 255828 663407 251241 245196 4587 1003 250287 47611 45306 19976 25330 202676 250 120 217413 61660 1741 59919 155753 67864 internal_count=1331068 121503 1209565 45134 29233 7702 21531 17661 1164431 919235 255828 663407 251241 245196 4587 1003 250287 47611 45306 19976 25330 202676 250 120 217413 61660 1741 59919 155753 67864 cat_boundaries=0 1 2 3 cat_threshold=1044 968 7784 is_linear=0 shrinkage=0.05 Tree=511 num_leaves=31 num_cat=4 split_feature=120 13 31 19 79 136 62 136 8 136 8 79 136 31 17 2 21 29 121 112 35 28 29 84 38 19 127 112 11 76 split_gain=5.9214 15.6443 20.1214 20.8049 24.9612 19.4153 18.2421 14.4649 12.6383 24.7373 29.747 23.8463 19.5425 34.2637 35.9576 21.1332 29.5309 24.0135 15.4253 19.8447 14.2696 13.7647 16.85 13.2197 13.1071 12.3358 14.7355 12.0144 11.801 11.6563 threshold=-0.8703225553035735 4.2049999237060556 1010.0499877929689 12.699999809265138 57.190000534057624 0 0.8981938660144807 1 3.3500000238418584 2 7.1499998569488534 14.765000343322756 3 1022.4500122070314 10.405000209808351 178.50000000000003 7.4549999237060556 1004.0499877929689 -0.97625884413719166 -0.94828754663467396 4.4500000476837167 1012.8500061035157 1021.1499938964845 0.86462134122848522 17.250000000000004 12.699999809265138 -0.23343648016452787 -0.94260558485984791 18.94999980926514 29.925000190734867 decision_type=2 2 2 2 2 1 2 1 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 4 -3 -4 7 27 -1 18 28 12 13 15 -15 -12 17 -17 23 -20 -18 25 -23 -10 29 -19 -27 -5 -11 -14 right_child=-2 2 5 6 -6 -7 -8 -9 9 10 11 -13 24 14 -16 16 20 21 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00040284152079776134 -4.5774277698707629e-05 -0.022445890271827605 -0.0087378206038145282 0.013632258520959237 0.017569757493170489 0.0032001157579575161 -0.031729215336116882 -0.0076633268527424477 -0.00040912819129402552 0.00063868251789728865 -0.0051399217504959167 -0.0012272091092932712 0.0046632614243426497 0.09754469330821719 0.021996284036764079 0.063640814058242304 0.038815579628916803 0.019549752279656659 0.0013777724398698864 -0.00042791368566087392 0.0014921871672376947 0.0028763389743651346 0.050412805768705549 -0.0030558892955513338 0.00035637350069075822 0.023426946114549149 0.076818040851503622 -0.0055113254043606735 0.025442884943186073 -0.0056316970684401647 leaf_weight=49604 1119321 341 450 204 44 1302 55 459 29061 48114 248 2554 8628 21 63 31 27 140 30680 30188 497 166 21 5632 2696 28 24 137 48 284 leaf_count=49604 1119321 341 450 204 44 1302 55 459 29061 48114 248 2554 8628 21 63 31 27 140 30680 30188 497 166 21 5632 2696 28 24 137 48 284 internal_value=9.40836e-08 0.00024256 -0.00334729 -0.00822118 -0.0178727 0.000102257 -0.00387518 -0.00196021 0.000294012 0.000511206 0.00127527 0.00318618 0.00406173 0.00994883 0.0408834 0.0078346 0.0112797 0.0213306 2.63424e-06 0.000482227 0.00341534 0.0178699 0.00821466 -0.000838799 0.00340816 0.0272737 0.048069 0.00577188 0.000663403 0.00433519 internal_weight=1.33107e+06 211747 2992 1240 385 1752 855 800 208755 159151 63590 15428 12874 1266 84 1182 934 410 95561 60868 524 379 187 34693 11608 192 52 341 48162 8912 internal_count=1331068 211747 2992 1240 385 1752 855 800 208755 159151 63590 15428 12874 1266 84 1182 934 410 95561 60868 524 379 187 34693 11608 192 52 341 48162 8912 cat_boundaries=0 1 2 3 4 cat_threshold=2150 5198 7236 152 is_linear=0 shrinkage=0.05 Tree=512 num_leaves=31 num_cat=0 split_feature=118 28 4 36 81 52 16 124 121 32 37 10 66 38 35 40 81 113 85 8 9 22 10 7 111 68 120 37 84 38 split_gain=5.84281 10.4465 10.6316 15.6813 10.6255 10.0039 9.8358 9.0797 10.5787 12.9234 10.4277 9.68911 8.97452 8.86668 17.4971 8.41342 8.40583 12.2792 8.10251 8.08125 11.5455 11.2831 10.8304 14.0807 17.5928 15.439 12.0956 12.1452 11.052 12.8696 threshold=0.77159520983695995 1019.7500000000001 9.2500000000000018 17.44999980926514 332.13896179199224 174.6549987792969 17.029999732971195 0.99535831809043895 -0.13052122294902799 11.250000000000002 9.2500000000000018 9.6500000953674334 113.40000152587892 10.949999809265138 11.250000000000002 6.4500000476837167 318.90499877929693 -0.78257837891578663 0.89896762371063244 3.1499999761581425 10.949999809265138 6.9749999046325692 4.7500000000000009 4.7500000000000009 -0.18566925078630445 280.74563598632818 0.88697704672813427 12.550000190734865 0.74250411987304699 10.84999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 5 12 4 -4 7 18 -2 -9 10 15 -11 13 14 -3 -10 19 -18 -6 20 -1 -22 23 24 25 -21 27 -25 -27 -30 right_child=1 2 3 -5 6 -7 -8 8 9 11 -12 -13 -14 -15 -16 -17 17 -19 -20 22 21 -23 -24 26 -26 28 -28 -29 29 -31 leaf_value=-0.00020577719690217664 -0.00026897503366712374 -0.0013777985246888713 0.0015910284343129298 0.039301004991508452 -0.0035248110386090804 0.013129065774092584 0.027583077425758048 -0.0012636956061279764 0.017872565346567528 0.0025586821664471127 -0.002780905689532427 0.0084883850836610826 0.019447670670342632 -0.0030611337055004907 0.0093536481424393424 -0.009538654189531667 -0.0017544361399227919 -2.7968527362585821e-05 -0.020184730639595749 -0.00053109856368035481 0.0041496955346138707 0.029879446569830184 2.0688857813371519e-05 0.0026835532605060308 0.00035589568949947792 -0.0071781978189641021 -0.0011969685937227514 0.00087540105941450179 0.011055008711493369 -0.0029753664624946365 leaf_weight=244989 96657 3801 3841 26 958 142 24 1986 115 1636 1088 1190 48 9453 422 37 15901 29233 79 11942 147 60 663407 13500 192214 1711 4836 29759 181 1685 leaf_count=244989 96657 3801 3841 26 958 142 24 1986 115 1636 1088 1190 48 9453 422 37 15901 29233 79 11942 147 60 663407 13500 192214 1711 4836 29759 181 1685 internal_value=8.44209e-08 -0.000330439 -0.00141913 0.00057297 0.000367558 -0.000133005 -0.00406161 -0.000151341 0.00172741 0.00318838 -0.00106711 0.00505562 -0.00213445 -0.0022102 -0.000305416 0.0112001 3.32861e-05 -0.000636214 -0.00479399 5.92363e-05 -0.000195804 0.0116076 0.000127266 0.000403638 0.000225151 -0.00139421 0.00117456 0.00143968 -0.00427577 -0.00161444 internal_weight=1.33107e+06 121503 18652 4928 4902 102851 1061 102709 6052 4066 1240 2826 13724 13676 4223 152 1.20956e+06 45134 1037 1.16443e+06 245196 207 919235 255828 207733 15519 48095 43259 3577 1866 internal_count=1331068 121503 18652 4928 4902 102851 1061 102709 6052 4066 1240 2826 13724 13676 4223 152 1209565 45134 1037 1164431 245196 207 919235 255828 207733 15519 48095 43259 3577 1866 is_linear=0 shrinkage=0.05 Tree=513 num_leaves=31 num_cat=2 split_feature=39 115 21 28 4 6 9 115 22 43 33 36 12 3 35 33 35 127 22 135 136 122 14 24 107 133 42 136 61 8 split_gain=5.80371 9.15425 9.34002 6.74641 5.96284 13.784 16.395 15.8463 12.8133 12.5605 12.0817 20.1294 20.1629 16.2566 14.7418 21.0463 27.7424 28.1733 14.8759 13.695 13.4442 21.6597 15.7533 13.3073 13.2382 13.0602 12.867 28.8906 18.3956 15.3668 threshold=7.6499998569488534 -0.5663846731185912 7.7750000953674325 1018.6499938964845 11.550000190734865 10.949999809265138 8.1500000953674334 0.1650413200259209 11.925000190734865 13.650000095367433 12.050000190734865 11.750000000000002 3.6750000715255742 47.500000000000007 11.84999990463257 10.750000000000002 9.9499998092651385 -0.35019405186176294 5.4749999046325692 1015.1499938964845 0 0.49240480363368994 3.8750000000000004 159.50000000000003 -0.77707105875015248 1018.2500000000001 0.65000000596046459 1 0.48259936273097997 19.44999980926514 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 left_child=1 2 3 -1 5 -2 -7 9 10 -8 11 12 14 19 15 16 24 -18 -19 -13 21 22 23 -12 -6 -21 27 29 -28 -15 right_child=4 -3 -4 -5 8 6 7 -9 -10 -11 20 13 -14 26 -16 -17 17 18 -20 25 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.0091200939970240841 1.2498225082492881e-05 0.0020027231673715915 0.011259320863272722 -0.0016171493410012884 -0.0041204353473011128 0.0038370176536432787 -0.0010282582869779817 -0.0085055451480796889 -0.020779798491398844 0.0045363395851802041 0.032143960491969041 -0.0091921228963474291 -0.0020837977545080633 0.0087458569142368787 0.0054391339593667688 -0.0016223175833329441 -0.0067882828888914939 0.014505983640379264 0.0053966999230484584 0.017532165676571562 -0.00078927725777149936 -0.012336327757638618 -0.0026552339892328206 0.0028512941602856874 0.0012114308579013232 -0.0097625280963256969 0.001527237029176388 0.0026901550733927329 -0.013233337409766472 0.028204049097149877 leaf_weight=759 1208723 690 82 495 1475 1806 45917 696 71 1037 39 480 6515 1677 1803 6285 433 523 3133 112 25296 273 1496 6619 5524 72 2155 6540 234 108 leaf_count=759 1208723 690 82 495 1475 1806 45917 696 71 1037 39 480 6515 1677 1803 6285 433 523 3133 112 25296 273 1496 6619 5524 72 2155 6540 234 108 internal_value=8.02005e-08 -0.00267399 -0.00508935 -0.00615841 4.15656e-06 -2.09777e-05 -0.000839141 -0.00101637 0.000450417 -0.000905362 0.00047171 0.00109473 0.000319334 0.00284553 0.00113579 0.000689184 0.00199941 0.0052715 0.00669981 -0.00474626 -0.000213124 0.0015155 0.00198113 0.00302288 8.777e-05 0.00685163 0.00331603 0.00424425 8.14545e-05 0.00986788 internal_weight=1.33107e+06 2026 1336 1254 1.32904e+06 1.25818e+06 49456 47650 70863 46954 70792 37069 25691 11378 19176 17373 11088 4089 3656 664 33723 8427 8154 6658 6999 184 10714 8325 2389 1785 internal_count=1331068 2026 1336 1254 1329042 1258179 49456 47650 70863 46954 70792 37069 25691 11378 19176 17373 11088 4089 3656 664 33723 8427 8154 6658 6999 184 10714 8325 2389 1785 cat_boundaries=0 1 2 cat_threshold=5632 272 is_linear=0 shrinkage=0.05 Tree=514 num_leaves=31 num_cat=2 split_feature=127 31 28 31 37 136 12 104 103 28 13 0 111 31 18 122 136 35 95 25 28 42 37 123 42 65 37 20 34 115 split_gain=5.278 12.3432 16.6627 19.1662 16.003 15.4839 14.9738 17.4569 17.0478 13.8346 27.1278 21.5385 20.7641 17.8328 17.2561 17.1047 25.4649 20.4189 27.1088 24.2862 18.2815 16.9101 21.4348 29.9451 22.8896 16.4254 17.9652 17.3775 14.9355 16.957 threshold=0.8038262426853181 1012.5499877929689 1010.9500122070314 1022.4500122070314 9.2500000000000018 0 3.4050000905990605 -0.8476804494857787 0.078511625528335585 1009.5499877929689 2.1250000000000004 236.50000000000003 -0.55290725827217091 1010.0499877929689 10.405000209808351 0.1650413200259209 1 14.150000095367433 -0.034897079691290848 245.50000000000003 1015.5499877929689 9.9499998092651385 12.84999990463257 -0.79332312941551197 6.2500000000000009 26.154999732971195 18.44999980926514 7.2149999141693124 12.84999990463257 -0.85260769724845875 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 5 -1 -3 -7 8 -8 13 11 -11 -13 -6 -15 16 17 21 -19 -20 28 22 -12 24 -24 26 27 -16 29 -18 right_child=-2 2 -4 -5 9 6 7 -9 -10 10 15 12 -14 14 25 -17 20 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0044696778960302587 -0.0001635860084805385 0.0037744719201529527 0.0001338075615365489 -0.034593424863285489 -6.6303957513693314e-06 0.0013433998235070112 0.03932784409859242 -0.0073614873477973576 0.001073320701961284 -0.00089900659568197927 0.0019277533857246195 0.0083503979997998599 0.00048462651726152522 0.00016261718022696228 0.0095888623356314984 -0.0036981114339073012 0.0019220710653344052 -0.023704010326213935 0.064359624851495031 0.016068271883505722 -0.0054436838614505285 -0.0047175282120248928 0.016827578392169414 0.0068042960398870108 0.071070599173371857 -0.0021248377298885997 -0.0013852665453030384 0.0029603068161442995 -0.0023712084753098692 -0.0016301695924563699 leaf_weight=2210 359550 6384 695371 36 110062 6997 39 969 115 42970 2841 853 51185 5996 2172 7845 6064 37 30 197 2834 832 41 235 37 922 863 1815 14033 7533 leaf_count=2210 359550 6384 695371 36 110062 6997 39 969 115 42970 2841 853 51185 5996 2172 7845 6064 37 30 197 2834 832 41 235 37 922 863 1815 14033 7533 internal_value=7.69032e-08 6.06471e-05 0.000168836 0.00184404 -0.000232939 0.00193448 0.000482621 -0.00487628 0.0107612 -0.000196843 -0.000540473 -7.05395e-05 0.000613561 0.000191174 0.00204117 -0.00158954 -0.00111303 0.00250927 0.0159818 0.0224504 -0.00161866 0.00162326 0.00329591 0.0157142 0.0425582 0.00399262 0.00515556 0.00657135 -0.00122692 -4.59387e-05 internal_weight=1.33107e+06 971518 709911 14540 261607 14504 8120 1123 154 259397 137567 95008 52038 121830 11768 42559 34714 4250 264 227 30464 3986 3154 313 78 5772 4850 3987 27630 13597 internal_count=1331068 971518 709911 14540 261607 14504 8120 1123 154 259397 137567 95008 52038 121830 11768 42559 34714 4250 264 227 30464 3986 3154 313 78 5772 4850 3987 27630 13597 cat_boundaries=0 1 2 cat_threshold=1209 136 is_linear=0 shrinkage=0.05 Tree=515 num_leaves=31 num_cat=1 split_feature=108 24 32 36 12 64 38 84 135 53 67 33 12 23 136 66 123 86 96 5 76 5 31 79 3 86 76 54 68 20 split_gain=6.09418 11.812 13.6132 12.5501 13.4439 15.9084 13.6951 13.0179 12.468 15.1299 10.5785 13.5555 12.9114 11.0105 10.8237 9.19977 8.93717 8.73276 13.3435 8.5386 8.34534 7.87413 13.674 8.92054 7.83805 7.69037 6.89865 6.78885 6.68605 7.65027 threshold=-0.99419188499450672 280.50000000000006 13.84999990463257 14.750000000000002 4.2850000858306894 30.335000038146976 14.449999809265138 0.84452301263809215 1013.0499877929689 4.0050001144409189 16.945000648498539 11.150000095367433 3.7350000143051152 6.4049999713897714 0 21.355000495910648 -0.026175950653851029 0.86451959609985363 -0.21420279890298841 2.9500000476837163 31.494999885559086 13.34999990463257 1003.9500122070314 4.4949998855590829 171.50000000000003 0.75905603170394909 47.645000457763679 82.675003051757827 260.15100097656256 7.9949998855590829 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 5 7 -7 19 10 -10 14 26 16 -14 15 -1 -13 21 20 25 -19 22 -16 -24 -9 -4 -12 -5 29 -18 right_child=-2 -3 3 27 -6 6 -8 24 9 -11 11 12 13 -15 17 -17 28 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.013569657321337511 4.025450565457302e-06 -0.0065354013982819427 0.0031910686146305956 -0.0028990658924426113 -0.011642540127945107 0.018342531574399849 0.059296509795464004 0.027538211952196436 0.041509934450898851 1.5326441360353415e-05 -0.0047886642836761388 0.034551807120442389 0.026701934023627211 -0.0060246176336677714 0.02685889229178421 0.0071438215851473315 0.0092532577757281527 0.014039145994896689 0.042064136359840631 -0.00085298218541204364 -0.0086853672292850469 -0.016675546082226024 0.0032039595581914507 -0.0085457633594568407 -0.0034097149251745302 0.045584544911980635 -0.024374847136329796 0.026790966517291966 -0.0011500946840922004 0.03634431670542309 leaf_weight=503 1325934 1023 23 516 74 95 26 96 35 59 228 33 28 313 37 60 257 77 24 313 85 118 252 450 26 20 56 20 146 29 leaf_count=503 1325934 1023 23 516 74 95 26 96 35 59 228 33 28 313 37 60 257 77 24 313 85 118 252 450 26 20 56 20 146 29 internal_value=-2.55906e-06 -0.00174103 -0.000514568 0.00391706 0.00846333 0.0109472 0.0271426 0.00684753 -0.00243494 0.0154654 -0.00305906 0.00074267 0.0040525 -0.00333739 -0.00563932 -0.0111639 0.00947176 -0.00252596 0.00727042 0.00201714 0.00211579 -0.0046816 -0.00276646 -0.00432791 0.0209428 0.022909 -0.00865073 -0.00179123 0.00755592 0.0120003 internal_weight=1.33096e+06 5022 3999 1209 673 599 121 478 2790 94 2696 1090 806 341 1606 563 465 1043 186 356 162 857 739 702 122 43 284 536 432 286 internal_count=1330956 5022 3999 1209 673 599 121 478 2790 94 2696 1090 806 341 1606 563 465 1043 186 356 162 857 739 702 122 43 284 536 432 286 cat_boundaries=0 1 cat_threshold=518 is_linear=0 shrinkage=0.05 Tree=516 num_leaves=31 num_cat=4 split_feature=12 14 136 65 127 39 17 7 17 136 136 43 13 16 123 25 93 11 136 62 23 35 36 31 12 12 43 135 131 11 split_gain=5.67737 6.01779 25.3807 29.8235 24.3217 25.2102 30.444 25.8676 24.0166 20.2305 17.7571 18.7323 18.4059 16.3968 16.033 21.7154 15.7888 15.577 21.2208 16.1637 15.56 20.5897 20.6408 17.5419 16.0591 14.4854 16.2489 14.4116 31.9656 37.493 threshold=0.63499999046325695 2.5649999380111699 0 11.47499990463257 -0.77159520983695973 13.050000190734865 9.5450000762939471 16.44999980926514 6.9049999713897714 1 2 7.1499998569488534 4.1549999713897714 15.405000209808351 -0.68832838535308827 276.50000000000006 0.050675677135586746 12.150000095367433 3 0.79913073778152477 7.5450000762939462 14.550000190734865 14.34999990463257 1025.7500000000002 3.3549998998641972 4.2850000858306894 10.750000000000002 1011.8500061035157 270.50000000000006 12.550000190734865 decision_type=2 2 1 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 17 14 4 5 6 -4 13 -7 -5 -6 12 27 -8 15 16 -3 -2 19 -19 21 22 25 -22 -24 26 -10 -12 29 -29 right_child=1 2 3 9 10 8 7 -9 20 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 23 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.00082618577565218398 1.8136667406354948e-05 -0.0013861731809167574 -0.014986723808409512 -0.0067055937781887566 -0.00051748314439304776 0.03791807176879583 -0.0068924272190770772 0.045092058439667411 0.012216141824019216 6.9121189969163749e-05 -0.0040833038029307487 -0.00068285535705568234 -0.011528778501478475 0.0030325489930269471 3.2346610800662542e-05 0.00093726208132023897 0.0082730887189140928 -0.00022105503962642815 0.001714480188875841 0.017585999077346062 -0.0051143713325477839 -0.0071829193439832007 0.010546427536090572 0.019380426540431619 0.044094804468219201 -0.014317709632388126 -0.0091767705045640476 0.011205492343681532 -0.0039449083495298248 0.076701030639621123 leaf_weight=20593 957829 551 936 1110 31996 39 2204 26 378 68393 7438 7440 758 513 145998 17736 1822 29010 32569 128 1910 323 84 76 62 93 116 244 557 24 leaf_count=20593 957829 551 936 1110 31996 39 2204 26 378 68393 7438 7440 758 513 145998 17736 1822 29010 32569 128 1910 323 84 76 62 93 116 244 557 24 internal_value=-2.43111e-06 1.05146e-05 -0.000190107 -0.000729125 -0.00159664 -0.00440618 -0.00720043 -0.0045435 -0.00106958 -4.00295e-05 -0.00120469 -0.0025386 -0.00407192 -0.00501848 0.000214642 0.00153827 0.00603025 6.77427e-05 0.000837737 -0.000142782 -0.00156943 0.00333461 0.0079692 -0.00417701 0.024793 0.00378475 0.0071927 -0.00338787 0.002882 0.0170708 internal_weight=1.33096e+06 1.31036e+06 290827 124720 55217 6760 3679 2743 3081 69503 48457 16461 9021 2717 166107 20109 2373 1.01954e+06 61707 29138 3042 1056 733 1986 146 587 494 8263 825 268 internal_count=1330956 1310363 290827 124720 55217 6760 3679 2743 3081 69503 48457 16461 9021 2717 166107 20109 2373 1019536 61707 29138 3042 1056 733 1986 146 587 494 8263 825 268 cat_boundaries=0 1 2 3 4 cat_threshold=409 2080 1092 805 is_linear=0 shrinkage=0.05 Tree=517 num_leaves=31 num_cat=0 split_feature=108 32 67 31 29 24 135 53 54 115 97 5 89 38 127 65 54 99 27 126 29 124 38 53 84 34 8 35 12 35 split_gain=5.43415 10.699 14.3468 14.9115 14.4008 12.3921 12.0365 15.6156 11.8295 11.1923 10.703 10.4191 11.1233 10.2089 11.3122 10.5766 15.2456 13.3313 9.94178 9.0386 19.7646 12.6211 8.62176 8.60145 8.54401 13.255 9.46851 8.22915 8.16391 7.9566 threshold=-0.99419188499450672 13.750000000000002 16.945000648498539 1011.0499877929689 1006.3500061035157 263.50000000000006 1013.0499877929689 4.0050001144409189 36.924999237060554 -0.77159520983695973 -0.95181927084922779 11.449999809265138 -0.27437847852706904 10.050000190734865 -0.89490029215812672 34.395000457763679 4.4349999427795419 -0.86338618397712696 264.50000000000006 -0.84335932135581959 1003.0499877929689 -0.96359375119209278 11.550000190734865 13.885000228881838 0.84644311666488659 14.650000095367433 12.449999809265138 13.650000095367433 2.935000061988831 12.050000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 5 4 -4 24 10 -8 9 18 -1 12 19 14 -13 28 17 -17 -5 20 21 -12 -18 -20 -3 26 -26 -6 -15 -24 right_child=-2 2 3 8 27 -7 7 -9 -10 -11 11 13 -14 15 -16 16 22 -19 23 -21 -22 -23 29 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0072409698056055613 3.9061287611399733e-06 0.00031109195146768599 0.010383794649664435 0.058047859405633062 0.0091246595860204911 -0.0074653971965154085 0.03831652156435527 -0.00019272747277109713 0.0052218806114979095 -0.0044728651812130753 0.0077672634226339009 0.045211433302611119 -0.010327697185087293 -0.0032959349088297705 -0.0073311227196384042 0.051347190082073217 -0.016161851370803167 -0.00082366739710172025 0.039749242956641805 -0.0013187410863608221 0.0044138842596419762 0.052476878483828752 0.022797514794786512 0.006095961190979271 0.052058438211679464 -0.0041171462849135801 0.015441216774792835 -0.026789617506337578 -0.017053966667659414 -0.0049339569040091234 leaf_weight=1339 1325934 573 122 32 22 468 39 81 100 22 27 20 170 172 21 25 97 24 43 497 451 38 38 34 26 58 55 58 289 81 leaf_count=1339 1325934 573 122 32 22 468 39 81 100 22 27 20 170 172 21 25 97 24 43 497 451 38 38 34 26 58 55 58 289 81 internal_value=-2.31159e-06 -0.00164395 0.0017111 0.00949553 -0.000426893 -0.00114539 -0.00323142 0.0123228 0.0181723 0.0280581 -0.00379892 -0.00143537 0.0015075 -0.00597439 0.0182994 -0.00734522 0.000614593 0.0257941 0.034624 0.00349367 0.00812887 0.0339052 -0.00509743 0.0248894 0.00300877 0.0141294 0.0271949 -0.0169132 -0.0119208 0.00392147 internal_weight=1.33096e+06 5022 1613 433 202 1180 3409 120 231 131 3289 1950 1183 767 41 726 265 49 109 1013 516 65 216 77 712 139 81 80 461 119 internal_count=1330956 5022 1613 433 202 1180 3409 120 231 131 3289 1950 1183 767 41 726 265 49 109 1013 516 65 216 77 712 139 81 80 461 119 is_linear=0 shrinkage=0.05 Tree=518 num_leaves=31 num_cat=1 split_feature=74 57 61 52 121 8 6 78 20 86 31 92 136 12 60 119 60 104 60 28 34 78 14 0 28 31 33 108 20 35 split_gain=5.3586 16.6986 14.092 12.7144 12.012 18.8076 12.1159 11.843 11.6655 26.3267 18.1914 13.0898 11.5219 11.1953 9.81227 9.67821 9.59595 10.8147 9.94141 16.8095 12.7458 10.6084 10.8754 10.8155 10.2605 14.4767 16.6077 14.1299 13.5797 10.2891 threshold=0.84918281435966503 214.18741607666018 0.69411236047744762 28.494999885559086 0.90255093574523937 8.8499999046325701 12.050000190734865 10.835000038146974 7.1549999713897714 0.81680196523666393 1021.5499877929689 0.030621998943388466 0 3.7050000429153447 0.6636701524257661 0.11319890245795251 0.75988712906837474 0.074858017265796675 0.52022477984428417 1026.2500000000002 11.550000190734865 28.835000038146976 3.9150000810623173 26.500000000000004 1012.7500000000001 1013.0499877929689 5.6499998569488534 -0.70461639761924733 7.6150000095367441 14.84999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 3 14 6 -6 8 -8 9 10 11 -3 15 -2 -1 -5 17 18 19 21 -21 -14 23 -23 25 -20 -27 -28 -29 -26 right_child=1 4 -4 12 5 -7 7 -9 -10 -11 -12 -13 16 -15 -16 -17 -18 -19 24 20 -22 22 -24 -25 29 26 27 28 -30 -31 leaf_value=1.4243213406843552e-05 -0.0011174635333561602 0.003014680321866471 -0.00062950869102531789 -0.0054182754687529602 -0.00070985721579481858 -0.0096004878887548471 0.033452759225231908 -0.0017401966400900776 0.0003901873515061314 0.00083818124966156954 -0.0011874819313062684 0.0084491504706029705 0.0035501602830974432 -0.0084906276232800133 -0.00095829599502829117 0.00065806863289678938 -0.00091017110515128588 -0.0045258364249353431 0.0027957377832469807 0.01402565613252056 0.062219043432370481 0.057022560458807714 -0.0043454707827832962 0.017892685004400912 0.0007613610386720146 0.057129680267535156 0.0011140951011560623 0.031842936537818077 0.0098276425523645423 0.004801337633020787 leaf_weight=1049027 12473 1992 92553 1074 7011 650 24 6048 85908 25290 1081 2497 951 537 26593 1681 2751 553 1380 34 23 21 45 111 8147 20 222 109 196 1954 leaf_count=1049027 12473 1992 92553 1074 7011 650 24 6048 85908 25290 1081 2497 951 537 26593 1681 2751 553 1380 34 23 21 45 111 8147 20 222 109 196 1954 internal_value=-2.19601e-06 0.000286392 -3.70739e-05 1.30056e-05 0.000456686 -0.00146419 0.000576482 -0.00160109 0.000689717 0.00152355 0.00463539 0.0060376 0.00128592 -0.0014218 -9.80128e-06 -0.00170453 0.00178467 0.0023245 0.00261121 0.0069807 0.0334721 0.00564204 0.0168814 0.0241179 0.00218073 0.0055242 0.0124077 0.0107105 0.0176954 0.00154288 internal_weight=1.33096e+06 143511 1.18744e+06 1.09489e+06 130501 7661 122840 6072 116768 30860 5570 4489 19272 13010 1.07562e+06 2755 16517 13766 13213 1185 57 1128 177 132 12028 1927 547 527 305 10101 internal_count=1330956 143511 1187445 1094892 130501 7661 122840 6072 116768 30860 5570 4489 19272 13010 1075620 2755 16517 13766 13213 1185 57 1128 177 132 12028 1927 547 527 305 10101 cat_boundaries=0 1 cat_threshold=2656 is_linear=0 shrinkage=0.05 Tree=519 num_leaves=31 num_cat=1 split_feature=108 24 32 136 18 31 53 29 74 76 28 126 84 15 28 38 66 0 66 31 38 35 86 63 10 134 30 37 34 67 split_gain=4.91755 10.2032 11.0478 10.9427 11.695 12.0827 15.4541 10.445 8.73121 8.365 15.787 16.4046 11.5213 11.0964 10.5642 10.4523 17.2016 8.84552 8.44281 12.2838 11.2691 16.068 18.0306 11.1959 13.1885 9.84122 7.99282 7.16002 6.96613 6.76446 threshold=-0.99419188499450672 280.50000000000006 13.84999990463257 0 13.344999790191652 1012.5499877929689 19.914999961853031 1007.3500061035157 0.89539706707000744 28.045000076293949 1004.9500122070314 -0.94828754663467396 0.88008853793144237 1.3350000381469729 1023.4500122070314 10.050000190734865 14.824999809265138 110.50000000000001 24.035000801086429 1017.4500122070314 10.650000095367433 12.050000190734865 0.86167779564857494 0.78319570422172557 16.550000190734867 1010.3500061035157 1005.3500061035157 12.550000190734865 11.449999809265138 7.3949999809265146 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 -4 5 6 7 27 9 10 11 -1 17 -13 15 16 -11 -12 19 23 -20 22 26 25 -25 28 -22 -5 -17 -14 right_child=-2 -3 3 4 -6 -7 -8 -9 -10 14 12 13 29 -15 -16 18 -18 -19 20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.043759126340349515 3.8285852078092081e-06 -0.0060196598749105955 -0.00097747341536393636 -0.014590943356355033 -0.0015486135917137987 0.022962370537643835 0.030978309532834425 -0.015538827833523484 0.019692065065933601 0.048632320899354375 0.0065312339180960939 0.039669366553425789 0.0017331146295308263 0.0015779216521043229 0.030886930832639339 -0.0005201768026978688 -0.0080564935633447021 -0.0054588308342157265 -0.022053045025871448 -0.027657604522916469 -0.007264139646988201 -0.0074768504066684968 0.055139853947219403 -0.0052392792383519314 0.043898867757525301 0.018983061897472064 0.014060395322970985 0.019482573699848404 -0.013454282345308571 0.031767907114714798 leaf_weight=36 1325934 1023 638 21 188 183 45 76 45 23 187 22 37 146 20 131 32 867 60 86 69 255 21 36 22 29 121 58 507 38 leaf_count=36 1325934 1023 638 21 188 183 45 76 45 23 187 22 37 146 20 131 32 867 60 86 69 255 21 36 22 29 121 58 507 38 internal_value=-2.08621e-06 -0.00156374 -0.000423855 0.00356842 0.00851571 0.0136782 0.00518326 -0.00230562 -0.00215384 -0.00251197 0.000328786 0.0131296 -0.0019842 0.00656609 -0.00519379 -0.00571219 0.0156497 -0.00333156 -0.00659096 -0.00979081 -0.00165734 0.000968717 0.0111754 -0.00767144 0.0133993 -0.00950368 0.00631622 0.0104251 -0.0107985 0.0169507 internal_weight=1.33096e+06 5022 3999 1209 571 383 200 155 2790 2745 1333 204 1129 168 1412 1392 55 1054 1337 811 526 466 211 725 58 667 190 79 638 75 internal_count=1330956 5022 3999 1209 571 383 200 155 2790 2745 1333 204 1129 168 1412 1392 55 1054 1337 811 526 466 211 725 58 667 190 79 638 75 cat_boundaries=0 1 cat_threshold=3365 is_linear=0 shrinkage=0.05 Tree=520 num_leaves=31 num_cat=2 split_feature=31 28 17 28 110 28 3 126 76 14 37 12 33 36 111 136 33 18 126 16 21 136 28 11 11 3 30 118 55 124 split_gain=5.27091 16.1735 23.4737 17.1345 15.5847 21.6355 27.1735 19.7731 18.33 26.9684 13.6332 14.8161 18.2082 23.409 21.7421 13.4761 13.3683 13.1494 12.7933 15.4481 19.1393 13.298 13.5622 13.9173 12.3092 12.2723 14.8426 13.4056 12.1748 13.4616 threshold=1010.8500061035157 1010.3500061035157 9.5450000762939471 997.54998779296886 -0.76745969057083119 1006.0499877929689 293.50000000000006 0.43049471080303198 40.944999694824226 2.4650000333786015 18.44999980926514 2.4450000524520878 13.050000190734865 11.250000000000002 -0.70369523763656605 0 14.84999990463257 11.269999980926515 -0.81408452987670887 18.219999313354496 11.175000190734865 1 1013.3500061035157 14.750000000000002 7.1499998569488534 319.50000000000006 1009.8500061035157 -0.79332312941551197 222.34500122070315 0.026175950653851036 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=18 2 25 -4 -5 6 8 24 9 17 11 12 13 15 -15 -7 -13 -6 -1 21 -21 -20 28 -24 -8 26 -2 -28 -23 -30 right_child=1 -3 3 4 5 10 7 -9 -10 -11 -12 16 -14 14 -16 -17 -18 -19 19 20 -22 22 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0012220597544795001 -0.002384209937596274 4.1442527106899615e-08 -0.0057628497189820332 -0.0020398069510591649 -1.6411108170020378e-05 0.0035892959236129272 0.028415473200203406 0.0085700803495604889 0.041316321487790228 -0.0026944128769234507 -0.001136956210131757 0.00058617126771289257 0.0027812848256336615 0.053302448058966549 0.010410826687162537 -0.014357702298876793 0.0095939113615723676 0.028038225284210974 0.00071153344254723798 -0.0055982347688485123 0.0064395586185448635 -0.00017171050066489113 -0.0018497238633301907 -0.009792167859013717 0.067171326912939547 -0.0032969195178306162 0.0082139406273745424 0.0010260546378678789 -0.0044121667857968594 -0.037394077016247647 leaf_weight=28889 3022 1103640 597 1450 59 543 42 55 37 387 1775 4173 3324 30 1952 119 457 143 44954 2284 386 118707 3991 640 40 2838 740 5256 99 45 leaf_count=28889 3022 1103640 597 1450 59 543 42 55 37 387 1775 4173 3324 30 1952 119 457 143 44954 2284 386 118707 3991 640 40 2838 740 5256 99 45 internal_value=-1.22111e-05 2.96409e-05 0.00123779 0.00253963 0.00287944 0.00342245 0.0115939 0.0317639 0.00717966 0.00503525 0.00291854 0.00359778 0.00524443 0.00834105 0.01106 0.000200509 0.00147527 0.019844 -0.000248823 -8.4505e-05 -0.00385794 -2.46896e-05 -0.000292748 -0.00294736 0.0473208 -0.000429359 0.000473073 0.00191315 -0.000189336 -0.014719 internal_weight=1.33067e+06 1.13068e+06 27039 15183 14586 13136 763 137 626 589 12373 10598 5968 2644 1982 662 4630 202 199995 171106 2670 168436 123482 4631 82 11856 9018 5996 118851 144 internal_count=1330674 1130679 27039 15183 14586 13136 763 137 626 589 12373 10598 5968 2644 1982 662 4630 202 199995 171106 2670 168436 123482 4631 82 11856 9018 5996 118851 144 cat_boundaries=0 1 2 cat_threshold=212 410 is_linear=0 shrinkage=0.05 Tree=521 num_leaves=31 num_cat=4 split_feature=31 28 1 136 13 4 136 38 127 20 20 15 29 28 18 64 136 109 110 136 92 38 8 64 20 5 99 39 8 22 split_gain=5.05749 14.6433 33.8626 35.4688 21.4991 22.99 21.9737 17.757 20.3174 16.886 14.6392 14.6591 14.4773 15.5289 14.7765 22.35 15.5475 15.2203 13.9903 16.626 19.409 29.0529 17.5771 16.6104 13.441 15.2538 13.344 12.9649 12.4521 12.4246 threshold=1013.4500122070314 1013.1499938964845 228.50000000000003 0 1.6950000524520876 5.4500000476837167 1 17.250000000000004 0.78257837891578685 5.6949999332427987 8.0749998092651385 2.0949999094009404 1013.8500061035157 1013.9500122070314 7.4149999618530282 3.9150000810623173 2 0.12871007621288302 -0.33082792162895197 3 -0.016968809999525544 13.250000000000002 13.050000190734865 28.494999885559086 5.9549999237060556 1.6500000357627871 -0.96841144561767567 13.34999990463257 10.949999809265138 7.7149999141693124 decision_type=2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 7 5 -2 10 8 28 -5 11 -7 -3 -14 15 24 -17 -18 19 22 21 -21 -6 27 25 -15 -20 -23 -4 -8 right_child=1 12 3 9 18 6 29 -9 -10 -11 -12 -13 13 14 -16 16 17 -19 26 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0001590204171823293 0.0026921496217625377 -0.00092677496544727811 0.0029823488946775483 -0.0028158780515595153 0.0088092649199416184 0.011684579258392475 0.0020838535801518281 -0.00063848043168769544 0.0003701277506937785 -8.7243476815432506e-05 0.043890032442047811 0.046040751528926199 0.001362852188874521 0.0025591027673003033 -6.589408945041786e-05 0.0057891850842307201 -0.0056127810700742813 0.0023790481356870249 0.0083899290064612907 -0.0055895120117394528 -0.0080535572507167419 0.036397545970976351 -0.0020248769279393639 0.035690508367591051 0.0019920489403221545 -0.00015310963898869118 0.001632199370137263 0.0032014082593644689 0.0074922909902146841 0.015104668241511141 leaf_weight=404816 5488 40295 6014 10689 651 1044 1148 6808 6478 12075 39 32 21727 5680 714853 3197 676 5019 807 522 1313 34 881 67 10752 59373 7707 218 2053 218 leaf_count=404816 5488 40295 6014 10689 651 1044 1148 6808 6478 12075 39 32 21727 5680 714853 3197 676 5019 807 522 1313 34 881 67 10752 59373 7707 218 2053 218 internal_value=-1.16043e-05 5.28509e-05 0.000780807 4.89714e-06 0.00247801 0.00449784 0.00849206 0.00146835 0.0024555 -0.00136789 0.0136744 0.0127063 -1.46539e-06 4.39338e-05 8.09351e-06 0.000632558 0.00300406 0.00142791 0.00115865 -0.00141466 -0.00423538 0.00167534 0.0025622 0.0135633 0.000354378 8.37029e-05 0.00227273 0.00768025 0.0041301 0.0041316 internal_weight=1.33067e+06 925858 64286 44117 20169 7969 2481 21353 14545 22764 1115 1076 861572 821277 799550 84697 8892 5695 12200 3686 2154 841 1532 319 75805 65053 8514 252 8067 1366 internal_count=1330674 925858 64286 44117 20169 7969 2481 21353 14545 22764 1115 1076 861572 821277 799550 84697 8892 5695 12200 3686 2154 841 1532 319 75805 65053 8514 252 8067 1366 cat_boundaries=0 1 2 3 4 cat_threshold=1595 614 1110 2224 is_linear=0 shrinkage=0.05 Tree=522 num_leaves=31 num_cat=3 split_feature=25 16 99 32 120 43 12 136 36 123 23 43 115 30 28 42 41 78 136 29 136 39 7 40 8 28 125 33 35 39 split_gain=5.07109 5.50643 5.46162 9.01575 9.42553 5.39449 24.2576 20.8374 17.8366 21.1176 29.8913 22.1465 17.1833 19.1757 14.0882 14.0627 13.3446 17.7259 13.476 12.9642 14.6858 26.6698 12.483 11.9685 17.728 10.7984 24.278 10.6878 22.2819 20.2857 threshold=127.50000000000001 8.0099999904632586 -0.98192408680915821 12.550000190734865 0.9536806344985963 13.050000190734865 3.3549998998641972 0 13.650000095367433 0.56638467311859142 6.9849998950958261 13.84999990463257 -0.86159634590148915 1011.5499877929689 1016.5499877929689 13.949999809265138 12.949999809265138 6.6050000190734872 1 1014.1499938964845 2 13.650000095367433 12.34999990463257 6.5499999523162851 7.6499998569488534 1008.0499877929689 0.608738273382187 13.750000000000002 14.050000190734865 12.949999809265138 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 27 16 -8 9 11 -11 15 13 -13 -10 22 17 23 -18 -20 21 -21 -9 -7 -25 26 -26 28 -2 -29 right_child=5 -3 -4 -5 -6 6 7 8 14 10 -12 12 -14 -15 -16 -17 18 -19 19 20 -22 -23 -24 24 25 -27 -28 29 -30 -31 leaf_value=0.0068738069591209863 3.4083859137796247e-06 -0.00044844009886895326 -0.004453790070547181 -0.0039203880547376514 0.048127072588540619 -0.0014130038546196176 -0.0080143598307379771 0.0072540342533983747 9.3330766434475011e-05 0.089108306422297445 0.011848530647975784 0.0827017395003211 0.0061367121848703949 0.027944703792472048 0.0070708242751588426 0.046043958677910272 -0.0017057524529317135 0.0080510776570123614 -0.00032146499093168364 0.057034020933788267 0.00113247371534326 -0.00074248109781642545 -0.012883214264911659 0.00061799050211335492 0.0072073745718791845 0.003847425734842866 0.049402778103415458 -0.0019245799172212632 0.0013433717969525405 -0.00018633118284001681 leaf_weight=45 781579 4523 1779 110 20 3916 316 388 1478 21 31 21 59 67 1417 20 10712 949 70555 20 44893 15167 96 10778 181 3975 42 17691 32307 327518 leaf_count=45 781579 4523 1779 110 20 3916 316 388 1478 21 31 21 59 67 1417 20 10712 949 70555 20 44893 15167 96 10778 181 3975 42 17691 32307 327518 internal_value=-1.1022e-05 -0.00140666 -0.0036247 0.00480354 0.0195671 -4.19549e-06 0.000263199 0.00415252 0.00522883 0.0123874 0.0430496 0.00993818 0.0270143 0.0410117 0.00350857 0.00495765 0.000168758 0.00138304 -1.69161e-06 0.00013816 0.000677945 -0.000665956 0.00325987 0.00104808 0.00169162 0.00444806 0.0151545 -4.22833e-05 5.65979e-05 -0.000275412 internal_weight=1.33067e+06 6477 1954 175 65 1.3242e+06 165102 3914 3598 703 52 651 147 88 2895 504 161188 19841 141347 130635 60080 15187 484 18892 14976 4198 223 1.1591e+06 813886 345209 internal_count=1330674 6477 1954 175 65 1324197 165102 3914 3598 703 52 651 147 88 2895 504 161188 19841 141347 130635 60080 15187 484 18892 14976 4198 223 1159095 813886 345209 cat_boundaries=0 1 2 3 cat_threshold=2116 720 1024 is_linear=0 shrinkage=0.05 Tree=523 num_leaves=31 num_cat=2 split_feature=17 16 16 104 9 0 13 37 70 117 16 18 79 67 55 124 30 17 87 18 4 136 31 35 52 106 101 136 28 55 split_gain=4.7887 8.80155 8.60717 7.44879 7.40536 5.94777 5.90244 5.69043 5.67142 5.98432 5.04963 31.3595 25.9295 26.6445 29.171 19.3955 20.1475 16.7791 15.107 13.9241 13.5894 15.1464 14.0451 14.8282 13.3282 11.4407 10.7701 10.4865 10.0974 14.651 threshold=22.289999961853031 22.289999961853031 14.550000190734865 -0.82338029146194447 5.7500000000000009 333.50000000000006 2.3149999380111699 11.550000190734865 262.27005004882818 0.35019405186176306 18.219999313354496 18.219999313354496 9.1250000000000018 17.425000190734867 5.0650000572204599 -0.33379416167736048 1021.0499877929689 18.219999313354496 0.68676304817199718 20.524999618530277 4.1499998569488534 0 1025.850036621094 13.750000000000002 27.064999580383304 -0.96093562245368946 0.13164453208446505 1 1026.850036621094 10.885000228881838 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 left_child=1 10 -2 -4 -3 6 7 -5 9 -6 11 17 13 15 -15 20 -17 -1 -14 -13 27 26 23 -23 25 -16 -22 -12 -20 -30 right_child=2 4 3 5 8 -7 -8 -9 -10 -11 12 19 18 14 24 16 -18 -19 28 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-3.4675281376169735e-05 0.022911049647192504 0.0013013648424571012 -0.0096173693547025318 -0.01131704013829154 0.018750257743522528 -0.007884106133133173 0.015629044421522399 0.0087557561928406358 0.029107498321016986 -0.0080921431946935074 0.0077097518431643646 0.0022235081763054198 -0.01914715671053448 0.042673803120851519 0.033387734938193768 -0.0025003019965726229 0.0020398238915705648 0.0031819402450240907 -0.0042206098050523227 0.010338667353119772 -0.0029707309211302988 -0.0035251741392118932 0.027140766512960768 0.01160704369700531 0.002422039577553466 0.0092011788422402385 0.014656461160322782 -0.0012772184214006025 0.032254940017740784 -0.0026069758588814045 leaf_weight=1292596 58 172 100 54 56 66 153 102 56 33 380 10720 166 57 68 9660 3271 4067 3760 556 102 629 52 218 715 174 576 1926 47 84 leaf_count=1292596 58 172 100 54 56 66 153 102 56 33 380 10720 166 57 68 9660 3271 4067 3760 556 102 629 52 218 715 174 576 1926 47 84 internal_value=-1.04741e-05 -1.23728e-05 0.00472789 0.00250763 0.00831807 0.00574096 0.00865117 0.00180748 0.0166413 0.00879746 -1.43586e-05 -1.75534e-06 -0.000767581 5.34227e-05 0.00792459 -0.000421263 -0.00135184 -2.45863e-05 -0.00437538 0.00262365 0.00267771 0.00625455 0.00189694 0.000369541 0.00585489 0.0159974 0.0118301 0.000231617 -0.00374518 0.00990073 internal_weight=1.33067e+06 1.33014e+06 533 475 317 375 309 156 145 89 1.32982e+06 1.30794e+06 21885 17828 1014 16814 12931 1.29666e+06 4057 11276 3883 1577 899 847 957 242 678 2306 3891 131 internal_count=1330674 1330141 533 475 317 375 309 156 145 89 1329824 1307939 21885 17828 1014 16814 12931 1296663 4057 11276 3883 1577 899 847 957 242 678 2306 3891 131 cat_boundaries=0 1 2 cat_threshold=3399 4632 is_linear=0 shrinkage=0.05 Tree=524 num_leaves=31 num_cat=6 split_feature=28 30 30 7 124 2 28 136 15 20 22 22 23 136 126 20 40 136 35 136 82 13 104 23 126 136 28 36 136 124 split_gain=4.79536 29.5773 17.2941 16.3 22.6534 27.67 42.5861 22.4082 18.2558 16.1355 34.0546 20.9291 22.2193 26.5578 20.8863 20.7484 16.3162 16.098 16.5982 17.6483 15.9122 15.3649 13.1315 17.6684 14.0744 13.4127 13.1138 12.7792 25.0417 17.1014 threshold=1017.0499877929689 1017.0499877929689 1024.350036621094 6.0499999523162851 -0.3172925859689712 276.50000000000006 1014.6499938964845 0 3.4850000143051152 8.3350000381469744 8.0349998474121112 6.0150001049041757 8.7349996566772479 1 0.2503704726696015 6.7950000762939462 14.150000095367433 2 14.34999990463257 3 309.87219238281256 2.5949999094009404 -0.76268097758293141 6.9449999332427987 0.95878320932388317 4 1031.7500000000002 14.050000190734865 5 0.6755644977092744 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 1 2 2 1 2 left_child=1 -1 3 -3 5 7 -7 8 -5 11 20 15 -13 14 16 17 26 -2 22 -20 -11 -15 23 -19 -24 -25 -14 -12 29 -29 right_child=9 2 -4 4 -6 6 -8 -9 -10 10 27 12 13 21 -16 -17 -18 18 19 -21 -22 -23 24 25 -26 -27 -28 28 -30 -31 leaf_value=-1.3420206609109687e-05 -0.0013052454100690833 0.0005895005660077633 -0.041217512396785123 0.01593673241992417 0.0017499414561074342 0.081501124737163394 0.015376574771606453 0.0017014935633695471 -0.012234323656593916 0.0029574200508865837 -0.0003228981562720506 -0.00069913082393623506 0.0055856521140455855 0.00062343065341916384 0.0010547251167110736 0.0035964460553117462 0.042854486654202148 0.00090703826985940531 0.019432846192302636 0.0018723464863555955 -0.0011748309645514929 -0.0029727233070678313 -0.0005766273636538435 0.01388607877685335 0.0016529944183040993 0.002948720906939593 0.046190747404471044 0.0041557192359476126 -9.242701169346289e-05 0.00046521934476509744 leaf_weight=771818 16228 33988 24 567 15746 27 248 1531 64 15493 85359 233863 3434 11264 4804 4528 30 14699 135 12633 2742 4034 47413 454 8320 755 20 7361 27619 5473 leaf_count=771818 16228 33988 24 567 15746 27 248 1531 64 15493 85359 233863 3434 11264 4804 4528 30 14699 135 12633 2742 4034 47413 454 8320 755 20 7361 27619 5473 internal_value=-9.94796e-06 6.448e-05 0.00121641 0.00123593 0.00244424 0.00693026 0.0218688 0.00503013 0.0128754 -0.000130995 0.000316691 -0.000308836 -0.000551616 0.000911042 0.00318842 0.000285501 0.00613966 0.00013653 0.000413824 0.00207471 0.00233605 -0.000324644 0.000117876 0.00138493 -0.000243782 0.00719513 0.00582077 2.40078e-05 0.000756006 0.00257991 internal_weight=1.33067e+06 824013 52195 52171 18183 2437 275 2162 631 506661 144047 362614 257449 23586 8288 105165 3484 100637 84409 12768 18235 15298 71641 15908 55733 1209 3454 125812 40453 12834 internal_count=1330674 824013 52195 52171 18183 2437 275 2162 631 506661 144047 362614 257449 23586 8288 105165 3484 100637 84409 12768 18235 15298 71641 15908 55733 1209 3454 125812 40453 12834 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=582 1424 32 4 916 4702 is_linear=0 shrinkage=0.05 Tree=525 num_leaves=31 num_cat=0 split_feature=64 78 86 32 86 127 24 71 10 127 39 105 37 111 34 83 87 105 29 133 106 35 75 76 31 82 69 127 79 63 split_gain=5.48397 23.4096 21.6241 22.3559 18.9369 25.1007 20.6719 19.2629 19.2226 16.1213 17.5494 14.9032 14.8923 16.0633 15.6305 14.8575 14.8524 15.4415 15.201 13.53 13.3396 13.1418 13.1766 12.4902 12.0751 12.1281 18.1393 14.9781 14.4097 14.3054 threshold=26.875000000000004 19.535000801086429 0.7135811746120454 6.3500001430511483 0.72750487923622142 -0.21643137186765668 246.50000000000003 215.6547775268555 6.1499998569488534 -0.67556449770927418 14.750000000000002 -0.1741157919168472 12.34999990463257 -0.62687724828720082 12.449999809265138 74.415843963623061 0.79656642675399791 -0.91108468174934376 1014.2500000000001 1024.049987792969 -0.64833974838256825 9.5500001907348651 0.7102339267730714 28.505000114440922 1027.850036621094 210.28749084472659 276.48103332519537 -0.88697704672813404 19.175000190734867 0.47725974023342138 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 11 9 5 6 21 -6 -7 10 16 -2 -8 23 -15 -9 -4 18 -18 24 -10 -3 -23 -14 25 -17 -27 28 -28 -29 right_child=1 4 3 -5 7 8 12 15 20 -11 -12 -13 13 14 -16 19 17 -19 -20 -21 -22 22 -24 -25 -26 26 27 29 -30 -31 leaf_value=2.8337171283957442e-05 -0.002661814437157651 0.0447258644046322 0.0027596654907592246 -0.00081793615312285035 -0.0046222287786548428 0.0013588977242365591 -0.003422867286765495 0.01538803834843798 0.014579683604098812 0.0025757277476690971 0.049940356428851376 -0.010266221100782721 0.004023153889247128 0.021723398761641161 0.00042066153907685874 0.0025841231236726375 0.011109717473542939 0.0051198504178090864 0.061937900397338368 -0.010791539390359753 0.002897431172649712 0.03094488910199808 0.0028970342027430187 -0.010217726370194049 0.0086520485894854785 -0.0036163329350045966 0.011068568363297367 0.0018852880558280973 0.00098044299210669648 -0.00048684550285246135 leaf_weight=1220656 8832 31 197 45855 2061 753 1829 163 918 1397 32 695 513 204 149 4960 24 51 38 275 333 56 166 220 432 3252 615 8328 834 26836 leaf_count=1220656 8832 31 197 45855 2061 753 1829 163 918 1397 32 695 513 204 149 4960 24 51 38 275 333 56 166 220 432 3252 615 8328 834 26836 internal_value=-2.13989e-06 -0.000340189 -0.00104216 -0.000606905 0.000417392 0.00329126 0.000520874 0.000106151 0.00767078 0.00495769 0.0146875 -0.00321656 -0.00066902 0.0039689 0.0127316 0.000319417 0.0110485 0.025499 0.0422625 0.000265473 0.01147 0.0142305 0.00997217 -0.000251053 0.00033266 0.000252482 -3.7621e-05 0.000280243 0.00526215 7.49543e-05 internal_weight=1.3307e+06 110049 57121 47594 52928 5172 3168 47756 2004 1739 342 9527 2915 1086 353 45695 310 113 62 45532 1251 253 222 733 45257 44825 39865 36613 1449 35164 internal_count=1330705 110049 57121 47594 52928 5172 3168 47756 2004 1739 342 9527 2915 1086 353 45695 310 113 62 45532 1251 253 222 733 45257 44825 39865 36613 1449 35164 is_linear=0 shrinkage=0.05 Tree=526 num_leaves=31 num_cat=3 split_feature=28 31 23 31 29 19 12 121 37 25 16 87 76 35 22 77 120 32 8 31 136 30 37 136 11 136 8 63 83 36 split_gain=5.31331 15.3315 29.1183 20.4984 14.962 14.292 17.4338 21.2315 15.2129 15.232 15.1535 27.1813 31.6937 18.2706 13.0233 12.7306 11.9275 11.724 11.8245 11.2076 13.0356 11.3828 11.1768 11.1555 20.7213 11.0469 10.8925 18.4884 13.6928 10.7421 threshold=1011.1499938964845 1011.6499938964845 7.0250000953674325 1022.4500122070314 1010.1499938964845 13.344999790191652 3.2949999570846562 0.50751903653144848 10.949999809265138 198.50000000000003 13.344999790191652 0.80124861001968395 36.614999771118171 12.150000095367433 11.385000228881838 52.739999771118171 0.31729258596897131 15.250000000000002 17.150000572204593 1009.3500061035157 0 1017.9500122070314 8.3499999046325701 1 18.750000000000004 2 14.949999809265138 0.83845338225364696 275.90855407714849 11.750000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 1 2 2 2 2 left_child=1 29 3 4 23 10 14 8 15 -10 16 12 -12 -14 17 -8 -4 18 25 20 -2 -22 -6 -3 -25 -7 -18 -28 -29 -1 right_child=19 2 5 -5 22 6 7 -9 9 -11 11 -13 13 -15 -16 -17 26 -19 -20 -21 21 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=-0.00081854464467736763 0.00012538211825143694 -0.0047643535069989374 0.0020938302549682862 -0.041912987802563043 -0.015553538805325654 0.0083064804983662508 -0.015511513872996803 -0.013341098949240404 -0.02446861326621444 0.0034728841128578319 0.011218527499914414 -0.0041665528946315377 0.024306278928027801 0.088167546955602513 0.020570161040926068 0.024457200989127161 0.0088822700199212724 -0.0022630505605029353 0.024483266050442005 -3.0256216219907274e-05 -0.0036488170133013829 0.014581911832471539 0.001134082608319263 -0.00065520714278673349 0.049117294769911543 0.0012632283421063102 -0.0078446367970173014 -0.001557817403227091 0.050815435269704237 0.00021267779789068783 leaf_weight=30392 5281 2132 4471 29 101 860 211 384 51 1118 1006 293 24 21 104 22 1381 907 71 1104833 5403 87 15329 4943 21 1581 232 24 26 149367 leaf_count=30392 5281 2132 4471 29 101 860 211 384 51 1118 1006 293 24 21 104 22 1381 907 71 1104833 5403 87 15329 4943 21 1581 232 24 26 149367 internal_value=-2.0329e-06 0.000225501 0.00117751 9.68964e-05 0.00015098 0.00308361 0.00109972 -0.00292445 -7.13879e-05 0.00225388 0.00449207 0.00930053 0.0130549 0.0541082 0.00313978 -0.0117376 0.0034385 0.00260958 0.00436893 -4.59039e-05 -0.00165096 -0.00335381 0.00102485 -0.00174922 -0.000443753 0.00378387 0.00705368 -0.00190121 0.0256763 3.83282e-05 internal_weight=1.3307e+06 215101 35342 22555 22526 12787 5309 1786 1402 1169 7478 1344 1051 45 3523 233 6134 3419 2512 1.1156e+06 10771 5490 15430 7096 4964 2441 1663 282 50 179759 internal_count=1330705 215101 35342 22555 22526 12787 5309 1786 1402 1169 7478 1344 1051 45 3523 233 6134 3419 2512 1115604 10771 5490 15430 7096 4964 2441 1663 282 50 179759 cat_boundaries=0 1 2 3 cat_threshold=3224 4252 1315 is_linear=0 shrinkage=0.05 Tree=527 num_leaves=31 num_cat=5 split_feature=21 23 119 34 13 7 136 13 20 125 4 127 111 117 124 23 136 13 15 87 28 31 16 32 15 31 136 136 111 136 split_gain=5.07019 14.7559 25.9913 16.7992 14.7938 17.0192 14.7501 18.7125 13.2684 12.6266 12.6013 12.5457 12.1916 11.9455 16.1142 11.6881 17.6006 14.3145 11.2082 10.4845 10.1853 20.6381 17.7322 16.7311 17.8575 15.2176 15.3489 15.0612 13.6135 23.1011 threshold=5.0650000572204599 6.6050000190734872 0.18222858756780627 11.750000000000002 1.0149999856948855 9.9499998092651385 0 1.3049999475479128 4.4249999523162851 0.026175950653851036 8.4499998092651385 -1.0000000180025095e-35 -0.84513789415359486 -0.87878364324569691 -0.89490029215812672 5.2349998950958261 1 2.5349999666213994 1.1449999809265139 0.79563757777214061 1013.4500122070314 1013.7500000000001 9.5450000762939471 16.650000572204593 3.6950000524520878 1013.1499938964845 2 3 -0.017508870922029015 4 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 1 2 1 left_child=1 4 -3 8 18 6 10 -8 -4 13 -6 -12 -13 14 -9 16 -2 -18 -1 -11 21 -17 27 24 28 26 -22 -23 29 -24 right_child=15 2 3 -5 5 -7 7 9 -10 19 11 12 -14 -15 -16 20 17 -19 -20 -21 25 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-4.2505320965126819e-05 -0.00027762508566596237 -0.00038104856713765253 0.028021756406454795 0.0030079025832448971 -0.0012291794981454628 0.0011643419564823273 -0.00086004133635046709 -0.0075198797847505633 0.0093362977684906534 -0.0010155933876171979 0.0065159086683295002 0.037634460594166412 0.00034458162272245542 -0.0067220163541276499 0.013701391823839263 4.8664830178587401e-05 0.0014869890837986275 -0.0026770093964950965 0.0027461299749354838 -0.0044337081777343114 -0.0020337930271464729 0.0020634582948941059 0.0030711629123526827 -0.00083049682343044873 -0.0020789082883813548 -5.2096124357220726e-05 -0.0002816552732312812 -0.0008947297803577356 0.0031783738171261497 -0.0046268300765577438 leaf_weight=35759 31054 4405 109 1573 14636 7682 13705 183 740 5233 1007 22 5941 3609 175 291931 41481 2172 4007 3927 19682 6076 2450 4979 2134 753832 34251 14675 21671 1604 leaf_count=35759 31054 4405 109 1573 14636 7682 13705 183 740 5233 1007 22 5941 3609 175 291931 41481 2172 4007 3927 19682 6076 2450 4979 2134 753832 34251 14675 21671 1604 internal_value=-1.9294e-06 -0.000339392 0.00190657 0.00606716 -0.000499303 -0.00102209 -0.00136885 -0.00215151 0.0117353 -0.00350148 -0.000395708 0.00135389 0.00048216 -0.00585787 0.00285365 2.6297e-05 0.00063238 0.00127951 0.00023849 -0.00248098 -1.29635e-05 0.000214229 0.00111615 0.00183916 0.00231629 -0.000110145 -0.0009215 -2.79938e-05 0.00268089 2.15484e-05 internal_weight=1.3307e+06 102713 6827 2422 95886 56120 48438 26832 849 13127 21606 6970 5963 3967 358 1.22799e+06 74707 43653 39766 9160 1.15328e+06 345520 53589 32838 27859 807765 53933 20751 25725 4054 internal_count=1330705 102713 6827 2422 95886 56120 48438 26832 849 13127 21606 6970 5963 3967 358 1227992 74707 43653 39766 9160 1153285 345520 53589 32838 27859 807765 53933 20751 25725 4054 cat_boundaries=0 1 2 3 4 5 cat_threshold=1387 1069 587 1539 3252 is_linear=0 shrinkage=0.05 Tree=528 num_leaves=31 num_cat=2 split_feature=60 39 66 12 0 31 38 136 36 23 112 4 136 135 11 103 105 32 61 96 66 34 32 124 34 127 103 36 67 36 split_gain=4.93323 10.9149 12.1153 10.6289 10.453 10.0425 10.5645 9.09486 14.2315 8.57899 8.38488 8.33562 8.07391 7.52063 7.09839 6.73238 10.0531 8.92617 6.47202 7.23964 9.22982 8.12827 8.35379 6.40388 7.71147 8.03152 7.16955 9.00016 6.51771 6.31056 threshold=0.91076037287712108 14.150000095367433 48.055000305175788 3.495000004768372 55.500000000000007 1021.4500122070314 12.550000190734865 0 11.949999809265138 13.074999809265138 -0.90255093574523915 2.8500000238418584 1 1012.3500061035157 0.65000000596046459 0.22271024435758593 -0.99636664986610401 8.9499998092651385 0.93781083822250377 -0.99044883251190174 93.920001983642592 11.050000190734865 12.750000000000002 0.061046212911605842 10.550000190734865 -0.16504132002592084 0.53044569492340099 13.449999809265138 15.994999885559084 13.250000000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 10 5 -4 9 7 8 -7 23 14 -6 18 -14 -3 -8 -17 29 19 20 21 -5 -23 24 -2 -26 27 -27 -29 -18 right_child=1 2 4 12 11 6 15 -9 -10 -11 -12 -13 13 -15 -16 16 17 -19 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31 leaf_value=6.5872151933338146e-06 0.0063271861671908534 0.031161766481059401 -0.003483771418683407 -0.010303253900880615 0.040235074105508195 0.0021322087925460457 0.00012723105998399358 -0.002853644419320474 0.041835589190163919 0.018926449797154233 -0.0033595995598888679 0.013179688458397452 -0.0096066180614884852 -0.040449285826512749 0.0030415104378000643 0.037107347973829342 0.011065846586437979 0.0064552078586016057 -0.0071657488018265179 -0.003096804869837347 0.036006385960023514 0.017799192055990207 -0.00061853929282294523 -0.0047117767139146366 -0.0081397051146311697 0.0064615031472190082 -0.0071362466788415279 0.0027560710889384756 -0.0097361116922400869 0.047716628387570383 leaf_weight=1320600 359 23 82 90 34 83 174 662 31 49 747 175 336 21 925 36 23 322 765 1858 22 107 145 1413 379 540 262 215 203 24 leaf_count=1320600 359 23 82 90 34 83 174 662 31 49 747 175 336 21 925 36 23 322 765 1858 22 107 145 1413 379 540 262 215 203 24 internal_value=-1.83405e-06 -0.00110239 0.00222017 -0.00191513 0.0116453 -0.000401188 0.00324171 -0.000571872 0.0118861 -0.0018445 0.000602063 0.017581 -0.00407693 -0.0111097 0.00372375 0.00835284 0.0118868 0.00942626 -0.00318852 -0.00183357 0.00461449 0.00259512 0.00720169 -0.00214642 -0.000295122 -0.00178193 0.000193147 0.00219764 -0.00331071 0.0297811 internal_weight=1.3307e+06 10105 1986 8119 291 4775 1355 776 114 3420 1695 209 3344 357 948 579 405 369 2987 2222 364 342 252 3371 1958 1599 1220 958 418 47 internal_count=1330705 10105 1986 8119 291 4775 1355 776 114 3420 1695 209 3344 357 948 579 405 369 2987 2222 364 342 252 3371 1958 1599 1220 958 418 47 cat_boundaries=0 1 2 cat_threshold=4 900 is_linear=0 shrinkage=0.05 Tree=529 num_leaves=31 num_cat=1 split_feature=12 64 66 17 52 109 54 52 71 33 39 127 35 75 100 103 0 86 71 21 56 30 136 125 18 132 55 131 36 6 split_gain=4.82546 5.01163 21.3609 18.4669 20.4699 15.4856 12.7883 22.7391 16.7019 14.4188 17.2491 17.928 25.4971 17.506 16.5889 25.8869 16.5783 15.0183 36.7761 20.1333 17.297 15.3931 13.2421 14.0653 16.1477 20.742 21.1129 23.911 18.2693 14.6307 threshold=0.56499999761581432 23.515000343322757 5.5450000762939462 10.405000209808351 6.1250000000000009 0.87528020143508922 13.454999923706056 14.525000095367433 272.36293029785162 9.3499999046325701 14.750000000000002 -0.0087262028828264185 9.7500000000000018 0.80194327235221874 0.16947091370821002 0.044199382886290557 154.50000000000003 0.82659935951232921 279.32334899902349 7.7950000762939462 242.83066558837893 1013.0499877929689 0 0.49240480363368994 13.344999790191652 1014.8500061035157 37.034999847412116 158.50000000000003 13.449999809265138 0.45000000298023229 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=-1 -2 5 -4 -5 -3 -6 8 -8 10 11 17 -13 -12 22 -16 -14 20 -19 -20 -9 -22 -11 24 25 28 27 -27 -24 -30 right_child=1 2 3 4 6 -7 7 9 -10 14 13 12 16 -15 15 -17 -18 18 19 -21 21 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=-0.001093373025562756 3.9059172683007393e-05 -0.0027529443124755439 0.0011028185306167478 -0.0027708005605539196 0.0011532121096160016 -0.012042595883808661 -0.0091996052048996212 0.023990258133368723 -0.0022151838611831954 0.0105329416529259 0.047677071158446979 0.0015626517876492524 0.0038049172075473679 0.0089475595537384135 -0.005657117310205545 -0.00065705622870800169 0.017333682910113724 -0.007396713624178779 0.066187903245112728 0.018517647512374613 -0.0076006645078441418 -0.00032119699210788596 0.00094038012501404696 -0.0023365149889891341 -2.8728954254805887e-05 0.060242680257794501 0.0043854530194039404 0.01316568525954305 -0.0074494529588680185 0.0096193002685858557 leaf_weight=10047 1188366 2700 22906 8808 13853 538 996 60 6087 343 37 5036 446 138 2733 49004 460 153 28 106 1179 1891 3226 2982 6989 49 128 60 140 1216 leaf_count=10047 1188366 2700 22906 8808 13853 538 996 60 6087 343 37 5036 446 138 2733 49004 460 153 28 106 1179 1891 3226 2982 6989 49 128 60 140 1216 internal_value=-1.74342e-06 6.56123e-06 -0.000285365 -0.000184726 -0.000462569 -0.00429644 -0.000253704 -0.000487153 -0.00319732 -0.000235908 0.00158319 0.00129237 0.00295187 0.0171361 -0.000495266 -0.000921184 0.0106738 -0.00159342 0.00935343 0.0284786 -0.00259717 -0.0031168 0.000960869 0.000731264 0.00150662 0.00373334 0.0181568 0.0343287 0.0029873 0.00785704 internal_weight=1.3307e+06 1.32066e+06 132292 129054 106148 3238 97340 83487 7083 76404 9534 9359 5942 175 66870 51737 906 3417 287 134 3130 3070 15133 14790 11808 4819 237 109 4582 1356 internal_count=1330705 1320658 132292 129054 106148 3238 97340 83487 7083 76404 9534 9359 5942 175 66870 51737 906 3417 287 134 3130 3070 15133 14790 11808 4819 237 109 4582 1356 cat_boundaries=0 1 cat_threshold=4096 is_linear=0 shrinkage=0.05 Tree=530 num_leaves=31 num_cat=1 split_feature=74 57 55 61 77 20 17 111 19 38 67 63 136 71 83 23 67 3 78 31 96 69 37 103 28 112 31 55 127 32 split_gain=5.43695 15.9451 11.5988 10.756 11.1035 11.581 16.375 17.3314 15.0675 12.5865 17.6684 11.063 10.6804 13.4832 18.6625 24.0606 24.4406 17.1801 14.861 19.6611 17.1229 13.8588 12.5623 12.5518 12.1853 11.9338 11.695 12.4896 19.9113 18.7335 threshold=0.85301640629768383 217.36372375488284 0.064999999478459372 0.6813759207725526 1.3750000000000002 10.234999656677248 15.405000209808351 -0.20925431698560712 12.699999809265138 17.250000000000004 11.284999847412111 0.68760791420936596 0 258.41957092285162 260.78266906738287 8.0250000953674334 11.59500026702881 280.50000000000006 25.625000000000004 1003.0499877929689 -0.99884578585624684 266.23010253906256 13.449999809265138 -0.79651871323585499 1010.7500000000001 -0.93038213253021229 1014.2500000000001 34.965000152587898 0.04361772537231446 5.4500000476837167 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 11 -5 6 -6 8 -8 -9 -11 -1 -3 22 15 16 -15 -18 21 20 -20 -17 -14 -24 -21 -25 -23 28 29 -28 right_child=1 12 -4 4 5 -7 7 9 -10 10 -12 -13 13 14 -16 18 17 -19 19 24 -22 26 23 25 -26 -27 27 -29 -30 -31 leaf_value=-5.2632468776595019e-06 -0.0070277011779466304 -0.0001816683040034729 -0.00095943176858754274 0.0018449502268091248 -0.0007407362771531254 -0.0021097664895177773 -0.0095322943499070532 0.0014917656492707406 -0.00058497850691364322 0.0044815238808638266 0.026528228630966502 0.00087908096668813651 -0.0034752969754247298 -0.001670668610381208 0.00067526018257126378 0.0061573374292849771 0.0067789090114432253 0.018892123743837249 0.061408660963177687 -0.012815153698829818 0.016485837808120001 -0.0043149639806509153 0.02707881411770359 0.0065710488192146201 0.0080621272427067736 -0.0037521692464855677 0.042202106354440133 -0.0018038216219424287 -0.004836923771484954 0.0075230255164663584 leaf_weight=1054369 842 39924 12155 4788 72472 11535 606 12312 2105 407 117 36592 3244 816 68206 816 2792 327 25 96 140 1622 50 567 257 553 41 1643 361 776 leaf_count=1054369 842 39924 12155 4788 72472 11535 606 12312 2105 407 117 36592 3244 816 68206 816 2792 327 25 96 140 1622 50 567 257 553 41 1643 361 776 internal_value=1.20122e-05 0.000312479 -0.00135256 -2.19867e-05 -0.000506974 -0.000620089 -0.000424865 0.00104756 -0.00258501 0.00181477 0.00940417 2.43986e-05 0.000489489 0.000814866 0.000967258 0.00301791 0.00603333 0.00804887 0.000963962 0.0090443 0.0232923 0.000168066 -0.00187338 0.00256818 0.00238445 0.00147396 -0.000931921 0.00101324 0.0049423 0.00926335 internal_weight=1.33056e+06 135253 12997 1.1953e+06 104342 99554 88019 15547 2711 12836 524 1.09096e+06 122256 82332 77918 9712 3935 3119 5777 518 165 5259 4414 1170 353 1120 4443 2821 1178 817 internal_count=1330556 135253 12997 1195303 104342 99554 88019 15547 2711 12836 524 1090961 122256 82332 77918 9712 3935 3119 5777 518 165 5259 4414 1170 353 1120 4443 2821 1178 817 cat_boundaries=0 1 cat_threshold=2147 is_linear=0 shrinkage=0.05 Tree=531 num_leaves=31 num_cat=1 split_feature=52 54 31 108 73 67 0 34 67 79 40 79 78 84 102 30 136 12 39 31 69 63 133 86 38 32 30 32 56 33 split_gain=6.35342 13.0914 13.9244 14.6489 18.628 18.2575 17.101 15.9023 13.6769 14.3567 11.8355 11.8091 14.4978 22.2838 14.7752 14.1922 12.8331 12.8661 12.6327 12.5251 11.9162 14.4745 11.6517 10.924 10.1547 21.9573 28.2669 12.5188 14.9992 13.4963 threshold=34.125000000000007 52.094999313354499 1024.049987792969 0.12931507080793384 0.88449883460998546 21.505000114440922 186.50000000000003 7.3500001430511483 7.4949998855590829 1.9950000047683718 10.84999990463257 38.764999389648445 28.394999504089359 0.74761930108070385 0.32451348006725317 1021.6499938964845 0 5.305000066757203 13.949999809265138 1035.049987792969 291.30369567871099 0.81093591451644909 1016.8500061035157 0.78419548273086559 16.44999980926514 16.550000190734867 1013.8500061035157 10.650000095367433 300.92855834960943 12.34999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 7 6 -6 -4 -3 -10 11 12 14 16 19 24 17 22 -15 -11 -18 -22 -14 -5 27 26 -26 28 -16 -29 right_child=1 8 3 23 5 -7 -8 -9 9 10 -12 -13 13 18 15 -17 20 -19 -20 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=-1.7254767009659651e-05 0.00080464817899469432 -0.0029549404802183495 0.036562905701377039 -0.0012972912982957428 0.028578914803053652 0.011508229913107081 0.086536840200424195 0.0041470549309362507 0.009609338912537858 -0.001164824151951517 -0.0068356092560672745 -0.0024584965863872587 0.0066996412328816958 -0.00092464001143470823 0.0082045395278917167 -0.0011374090324340422 0.011016950743354355 -0.0063413668476159177 0.0059756660870453719 0.032306854508351537 0.044949689113436213 0.0084129782909851368 0.036755364163614378 0.004831492415210286 0.031884000831910057 -0.00028247505615258385 0.006931407438312007 -0.0020066301842313057 0.00033109331968008137 0.0019271655913912251 leaf_weight=1244862 33851 3906 41 1151 35 73 20 490 396 15318 616 3958 625 2514 1325 5602 323 196 901 28 66 46 34 1974 147 675 498 3284 1113 6488 leaf_count=1244862 33851 3906 41 1151 35 73 20 490 396 15318 616 3958 625 2514 1325 5602 323 196 901 28 66 46 34 1974 147 675 498 3284 1113 6488 internal_value=1.14115e-05 0.000427842 0.0011262 0.00400275 0.0107773 0.0278992 0.0496545 0.00664997 -0.000119043 0.000131835 4.60643e-05 0.000144326 0.000407245 0.00301078 5.19568e-05 0.000978965 0.00860946 0.00484861 0.000895909 -0.00110375 0.0155329 0.0299435 0.00825032 0.00257414 0.00185523 0.0060213 0.0126183 0.00140485 0.00461014 0.000605165 internal_weight=1.33056e+06 85694 37635 3784 659 128 55 531 48059 44153 43757 43141 39183 4705 34478 19132 1290 855 3415 15346 435 112 659 3125 13530 1320 645 12210 2438 9772 internal_count=1330556 85694 37635 3784 659 128 55 531 48059 44153 43757 43141 39183 4705 34478 19132 1290 855 3415 15346 435 112 659 3125 13530 1320 645 12210 2438 9772 cat_boundaries=0 1 cat_threshold=1474 is_linear=0 shrinkage=0.05 Tree=532 num_leaves=31 num_cat=2 split_feature=52 18 6 136 103 86 29 39 35 136 12 133 84 36 17 20 38 106 103 2 29 20 36 29 28 28 102 32 20 8 split_gain=5.73396 11.9728 14.968 13.5894 14.0912 13.0785 11.4459 10.9177 17.1104 16.3811 13.5146 18.336 15.1889 13.1795 13.0371 15.8496 14.1531 16.2202 14.978 12.6291 14.552 13.9317 12.5115 12.8644 12.2128 11.3201 10.9752 16.0223 13.7332 12.1856 threshold=34.125000000000007 13.344999790191652 12.250000000000002 0 0.38105684518814092 0.65647417306900036 1030.1499633789065 14.750000000000002 9.4499998092651385 1 3.1750000715255742 1007.0499877929689 0.8651704490184785 14.050000190734865 15.405000209808351 10.295000076293947 17.150000572204593 -0.8056737184524535 0.22641890496015551 307.50000000000006 1008.7500000000001 7.4949998855590829 10.949999809265138 1010.8500061035157 1016.6499938964845 1012.3500061035157 0.18794097006320956 9.3499999046325701 9.1649999618530291 1.0000000180025095e-35 decision_type=2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 -4 -5 -3 -2 9 -9 22 25 12 13 -12 19 16 -16 18 -18 20 -10 -22 23 -7 -20 -11 -24 -28 -29 -30 right_child=1 5 3 4 -6 7 -8 8 14 10 11 -13 -14 -15 15 -17 17 -19 24 -21 21 -23 26 -25 -26 -27 27 28 29 -31 leaf_value=-1.6392029204595354e-05 0.0018360562359545406 -0.0021609978429060679 0.0021176655030323804 -0.012125940709114538 -0.0019143166992681504 -0.008203566587209575 0.015480636660114773 0.020923132964066768 -0.0076672782838954527 0.0066516303521435326 -0.0047834438243209605 -0.026460405972636776 0.0020456977906296004 0.00078173873371323917 0.0044728195671180221 0.00038156101240764299 0.0028745010755089825 0.007582195198965868 0.051882457431583179 -0.0022295884948509916 0.016661391023279234 0.0022405573069001045 -0.00046598158779079832 -0.00063738944680512321 0.017318342987794517 -0.00044183287756498338 0.0070128602855509857 0.0029571085115043813 -0.0090012300694574162 0.00039250202513083776 leaf_weight=1244862 18308 5975 1167 483 1124 648 155 114 355 601 5019 81 1463 1350 2037 2150 43 300 63 3177 176 3460 7465 4223 43 8765 1373 7311 361 7904 leaf_count=1244862 18308 5975 1167 483 1124 648 155 114 355 601 5019 81 1463 1350 2037 2150 43 300 63 3177 176 3460 7465 4223 43 8765 1373 7311 361 7904 internal_value=1.0841e-05 0.00040645 0.00143608 -0.00198847 -0.0049527 6.72128e-05 0.0019506 0.000294865 0.00164522 -5.07564e-05 -0.00127123 -0.00279328 -0.00254851 -0.00360382 0.00145904 0.00352524 0.00624404 0.0142796 0.0277643 0.000122691 0.0019952 0.0029386 0.000669562 -0.00164393 0.0378612 1.33424e-05 0.00113142 0.00183497 0.00137855 -1.77989e-05 internal_weight=1.33056e+06 85694 21237 2774 1607 64457 18463 58482 11918 46564 17279 7913 7832 6369 11804 4636 2486 449 149 7168 3991 3636 29285 4871 106 9366 24414 16949 15576 8265 internal_count=1330556 85694 21237 2774 1607 64457 18463 58482 11918 46564 17279 7913 7832 6369 11804 4636 2486 449 149 7168 3991 3636 29285 4871 106 9366 24414 16949 15576 8265 cat_boundaries=0 1 2 cat_threshold=4245 916 is_linear=0 shrinkage=0.05 Tree=533 num_leaves=31 num_cat=2 split_feature=52 54 55 102 92 29 32 66 28 34 110 36 136 33 90 72 13 54 136 84 104 17 24 11 85 79 31 77 15 122 split_gain=5.52607 18.8187 16.9616 16.5728 17.9356 19.2292 17.4904 13.4574 16.0248 21.3339 14.759 15.5523 15.2089 12.4419 12.1268 11.9574 11.7614 11.6817 11.1944 13.5464 12.1626 21.5636 16.5009 14.8538 15.0847 21.2082 15.5872 14.9933 15.1171 14.9564 threshold=2.054999947547913 2.7350000143051152 1.4149999618530276 0.99999991059303295 -0.33242416381835932 1004.7500000000001 9.0500001907348651 6.3550000190734872 1019.7500000000001 10.250000000000002 -0.83795985579490651 9.7500000000000018 0 1.0000000180025095e-35 -0.93680030107498158 0.69707083702087413 2.054999947547913 1.3849999904632571 1 0.62633052468299877 -0.86991438269615162 17.029999732971195 301.50000000000006 11.449999809265138 0.75963538885116588 29.564999580383304 1020.1499938964845 42.335000991821296 4.8450000286102304 -0.76037701964378346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 -2 6 -6 -1 9 10 11 14 -12 -10 -9 -15 -5 -7 -3 -20 21 23 -22 24 25 -21 -26 28 29 -25 right_child=1 18 -4 16 5 17 -8 8 13 -11 12 -13 -14 15 -16 -17 -18 -19 19 20 22 -23 -24 27 26 -27 -28 -29 -30 -31 leaf_value=-1.571270072026542e-05 0.00068335329903344594 -0.00029647382190131763 0.00050720204889804512 0.001935219117694009 0.060771997115807608 0.0064244052845496826 0.012802524490360926 0.060166387472833906 0.017406201257080131 -0.00082716686515190698 0.0062248211325687522 0.0054761840546360381 0.00026202455050843481 -0.00028484703135749832 0.01807402983117341 -0.0039573859331775117 -0.0067311337615737132 0.0023541286156687513 -0.0017973355497710325 -0.00082537394097404186 -0.00044330558973231144 0.0038604988208858926 0.00053003242968636076 0.010287379448357847 0.00044922610467761629 0.006662684103855069 0.0027395664175224278 -0.010026185950281289 -0.0061606543586349392 0.0030915748420622924 leaf_weight=775456 4953 170526 55011 780 20 2903 381 28 77 38524 1508 130 3635 3277 44 6848 786 4488 8031 25507 84994 5376 89284 902 32271 982 9650 206 357 3621 leaf_count=775456 4953 170526 55011 780 20 2903 381 28 77 38524 1508 130 3635 3277 44 6848 786 4488 8031 25507 84994 5376 89284 902 32271 982 9650 206 357 3621 internal_value=1.02997e-05 0.000141413 0.000906115 0.00243952 0.00303595 0.00453139 0.015195 -6.88916e-05 -0.000831554 -0.000416458 0.00254372 0.0158011 0.00202301 -0.00261648 0.0344433 -0.00276875 -0.00241456 0.00395283 1.86193e-05 0.000224347 0.000288493 0.000803667 5.53432e-05 0.00058007 0.000386255 -0.000547777 0.000976451 0.003187 0.00374477 0.0045266 internal_weight=1.33056e+06 501029 69322 14311 12745 7792 401 829527 54071 43869 5345 202 5143 10202 72 10125 1566 7391 431707 261181 253150 78872 174278 73496 68410 26489 41921 5086 4880 4523 internal_count=1330556 501029 69322 14311 12745 7792 401 829527 54071 43869 5345 202 5143 10202 72 10125 1566 7391 431707 261181 253150 78872 174278 73496 68410 26489 41921 5086 4880 4523 cat_boundaries=0 1 2 cat_threshold=70 2147 is_linear=0 shrinkage=0.05 Tree=534 num_leaves=31 num_cat=0 split_feature=31 29 121 17 111 103 124 28 8 20 31 127 113 12 29 101 11 39 84 42 39 117 22 127 4 82 85 40 12 35 split_gain=5.21856 14.0606 13.7732 14.5261 21.0086 16.761 16.3832 20.0377 17.3198 15.2359 16.9352 26.645 13.9387 15.2799 18.5829 13.8224 13.4178 13.2835 13.1833 14.145 13.1163 12.7983 12.3912 12.2649 23.2687 11.9407 17.1693 19.0675 14.1668 17.142 threshold=1020.4500122070314 1021.4500122070314 -0.77159520983695973 9.5450000762939471 -0.37521885335445399 0.66132616996765148 1.0000000180025095e-35 1020.3500061035157 6.9500000476837167 9.9549999237060565 1023.7500000000001 0.97625884413719188 -0.50751903653144825 1.735000014305115 1020.4500122070314 0.067959558218717589 10.150000095367433 15.250000000000002 0.88870045542716991 10.650000095367433 10.949999809265138 0.59480014443397533 6.2750000953674325 -0.89490029215812672 6.8500001430511483 310.80374145507818 0.71430993080139171 8.7500000000000018 3.3549998998641972 5.9500000476837167 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 16 4 5 -4 7 9 25 10 -5 -12 13 -6 20 -10 -2 -16 19 21 -15 -8 -19 24 -18 26 27 28 29 -9 right_child=2 -3 3 6 12 -7 18 8 15 -11 11 -13 -14 14 17 -17 23 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.1776301724507914e-05 0.00088820166806984524 -0.0014079945216346548 -0.008168343859776904 0.0028310564223489008 0.00053460819229122711 0.025811410622095299 -0.00041534812907159636 0.0035180473339751876 0.0037187195374081723 -0.0020438870003136253 0.009746998133227271 0.068535367278382192 -0.0013134969777632429 -0.0046083489117806718 0.0040676234225609561 -0.0025010613574542044 0.0073243533152205983 0.031969342154102874 0.002535860661568432 0.0010897115058783461 0.0021289018325708563 -0.0017601399520892078 0.0058348929851604232 0.0038862327087890581 0.055929764224724336 -0.0021176266526921647 0.0027875759440216001 0.0027412482948030404 -0.0066911354251952661 -0.001468401056365132 leaf_weight=1086726 30126 18336 807 8366 11283 38 77866 2163 1007 1508 531 20 4116 1073 8195 7908 97 83 3626 12080 2211 22894 100 2353 33 3290 9386 4855 996 8483 leaf_count=1086726 30126 18336 807 8366 11283 38 77866 2163 1007 1508 531 20 4116 1073 8195 7908 97 83 3626 12080 2211 22894 100 2353 33 3290 9386 4855 996 8483 internal_value=9.78705e-06 -3.49434e-05 0.000228994 6.83226e-05 0.00112334 -0.00664026 -0.000110133 0.000661881 0.000130252 0.0026042 0.00339026 0.0118809 0.00136577 0.00184639 0.00311553 -0.0017985 0.00117938 0.00436514 -0.000431709 -0.000527069 -7.23984e-05 -0.000720903 0.0176882 0.00471222 0.0196626 0.000719661 0.00108031 0.000108958 -0.000988772 -0.00045528 internal_weight=1.33056e+06 1.10506e+06 225494 192885 27906 845 164979 48513 38088 10425 8917 551 27061 22945 11662 8915 32609 8378 116466 112840 3284 100760 183 2483 130 29173 25883 16497 11642 10646 internal_count=1330556 1105062 225494 192885 27906 845 164979 48513 38088 10425 8917 551 27061 22945 11662 8915 32609 8378 116466 112840 3284 100760 183 2483 130 29173 25883 16497 11642 10646 is_linear=0 shrinkage=0.05 Tree=535 num_leaves=31 num_cat=4 split_feature=28 30 31 8 124 136 32 2 21 122 136 124 111 10 64 77 124 136 102 110 67 31 12 21 12 34 136 23 116 36 split_gain=6.21321 25.1093 16.5979 17.4052 16.3476 19.6643 16.5003 42.4665 14.5004 25.286 25.7662 21.8604 20.7145 21.365 15.7973 14.6382 15.5489 13.7596 13.5547 13.2219 19.3633 15.9542 14.3813 13.9263 13.208 12.9944 19.9571 17.3172 14.3823 14.5348 threshold=1016.6499938964845 1017.0499877929689 1014.0499877929689 10.34999990463257 -0.43049471080303187 0 9.6500000953674334 340.50000000000006 5.6549999713897714 0.58068084716796886 1 -0.82409480214118946 -0.84513789415359486 5.0499999523162851 2.5249999761581425 12.184999942779543 -0.55191597342491139 2 -0.42069806158542628 0.0094106988981366175 16.945000648498539 1016.6499938964845 2.0649999380111699 5.3150000572204599 4.9549999237060556 14.150000095367433 3 6.5050001144409189 -0.43049471080303187 11.949999809265138 decision_type=2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 8 3 18 6 -6 7 -3 9 12 11 -11 -1 -14 15 16 17 -15 -2 20 22 23 -16 -22 -8 28 -27 -28 -10 -30 right_child=2 4 -4 -5 5 -7 24 -9 25 10 -12 -13 13 14 19 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=0.0063506972247067252 0.0069774000691626772 0.008145076244453011 -8.8068985573034911e-05 -0.0061815079818952345 -0.0010462396770071253 0.0017901309911191911 0.002852223313580289 0.081788379601202915 -0.00049612093974447425 -0.0011558372058756547 0.0013206820321384359 0.016220255196785858 0.00050548131775662332 -0.0035521028235181011 0.0047625251519185785 -0.002586124566541633 -0.00063877256114279924 0.00081189911938212001 -0.001551113529376851 -3.4983533113321961e-05 0.04197028300080162 -0.0089699617534761827 -0.0049765709210150243 0.014234199866671241 -0.018991696874478034 0.00028309455323661706 0.00034716554181118991 -0.0011646694336122437 -3.4308248920701899e-05 0.00067997873891898462 leaf_weight=1092 492 923 539448 2058 9104 18551 6068 20 46290 267 8796 562 36646 8664 1529 14414 82362 2283 8779 17569 65 49 504 149 70 109549 26869 64196 105877 217579 leaf_count=1092 492 923 539448 2058 9104 18551 6068 20 46290 267 8796 562 36646 8664 1529 14414 82362 2283 8779 17569 65 49 504 149 70 109549 26869 64196 105877 217579 internal_value=7.24402e-07 9.15055e-05 -0.000127846 -0.00202188 0.00140554 0.000856669 0.00354915 0.00970697 3.02637e-05 -0.000367942 0.00212334 0.0104972 -0.00051298 -0.000558617 -0.000864248 -0.00110316 -0.000874083 -0.00264449 -0.00109852 0.000431338 0.00399963 0.0167659 0.00234811 0.0226587 0.00260311 0.000152408 -0.000171591 -0.000718519 0.000328202 0.000446171 internal_weight=1.33082e+06 780047 550777 11329 34736 27655 7081 943 745311 174951 9625 829 165326 164234 127588 107723 93309 10947 9271 19865 2296 263 2033 214 6138 570360 200614 91065 369746 323456 internal_count=1330824 780047 550777 11329 34736 27655 7081 943 745311 174951 9625 829 165326 164234 127588 107723 93309 10947 9271 19865 2296 263 2033 214 6138 570360 200614 91065 369746 323456 cat_boundaries=0 1 2 3 4 cat_threshold=2692 90 6809 3112 is_linear=0 shrinkage=0.05 Tree=536 num_leaves=31 num_cat=5 split_feature=6 34 28 30 31 5 111 30 124 136 32 2 20 22 120 108 23 136 22 2 20 20 28 4 136 136 37 37 136 14 split_gain=6.12476 7.23802 5.80029 22.5478 15.1865 21.5301 15.8489 15.0217 14.8796 16.8989 15.0406 38.2351 14.3282 32.7802 19.4499 20.2017 18.2082 24.0925 23.3332 17.1089 16.1641 15.7178 15.5442 21.4115 15.4337 14.2389 20.1021 17.4268 14.1846 22.2225 threshold=18.250000000000004 13.150000095367433 1016.6499938964845 1017.0499877929689 1014.6499938964845 10.150000095367433 -0.97609320282936085 1023.5499877929689 -0.43049471080303187 0 9.6500000953674334 340.50000000000006 8.2150001525878924 7.9349999427795419 0.63605400919914257 -0.6265563666820525 8.7349996566772479 1 6.2349998950958261 325.50000000000006 7.2550001144409189 6.3350000381469735 1022.6499938964845 4.4500000476837167 2 3 11.949999809265138 10.050000190734865 4 2.2849999666213994 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 1 2 2 1 2 left_child=2 -2 3 -1 5 6 -4 8 10 -10 11 -5 14 24 16 25 18 19 20 -18 -6 -20 -17 -24 -14 26 27 -16 -8 -30 right_child=1 -3 4 7 12 -7 28 -9 9 -11 -12 -13 13 -15 15 22 17 -19 21 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=3.2020453451756343e-05 -0.00090417639936883154 -0.016439920057338187 0.0068780417844069262 0.0078192404511288408 0.00023866205115520632 -0.0067724553510750789 0.00066031677027086726 -0.027861042221246121 -0.00091914405215415751 0.001713093403316272 0.0025153481901338481 0.077698960197158162 0.003574293688747494 5.4125040040153526e-05 0.024454976509635649 -0.00087817710480115544 0.0053839935306040643 5.7184676782413741e-05 0.00045861275552705949 -6.1773117468556671e-05 0.0045333139137966249 -0.00077047625901292252 -0.0015807428885131103 -0.0062803575111596904 0.0007654492691036136 5.866617621835194e-05 0.018596954699362876 -0.0025622744871407512 -0.00064403459592831985 -0.0056506952063197138 leaf_weight=745008 192 123 617 921 125166 1783 5779 44 9077 18543 6131 20 10267 139213 72 28357 4815 12385 31256 2059 2230 155024 7588 3561 9367 1008 326 349 6043 3500 leaf_count=745008 192 123 617 921 125166 1783 5779 44 9077 18543 6131 20 10267 139213 72 28357 4815 12385 31256 2059 2230 155024 7588 3561 9367 1008 326 349 6043 3500 internal_value=6.88034e-07 -0.00697051 2.33848e-06 9.00776e-05 -0.000121878 -0.0015618 -0.00097892 0.00133527 0.0013723 0.000848326 0.00341871 0.00930446 -7.40049e-05 0.000323869 -0.000242903 -0.00126688 -0.000116001 0.00137627 -0.000207623 0.00374735 0.000313838 -0.000564247 -0.00150006 -0.0030818 0.00223646 0.00398225 0.00915341 0.00205825 -0.00129531 -0.00247769 internal_weight=1.33082e+06 315 1.33051e+06 779744 550765 17722 15939 34736 34692 27620 7072 941 533043 158847 374196 41261 332935 19259 313676 6874 127396 186280 39506 11149 19634 1755 747 421 15322 9543 internal_count=1330824 315 1330509 779744 550765 17722 15939 34736 34692 27620 7072 941 533043 158847 374196 41261 332935 19259 313676 6874 127396 186280 39506 11149 19634 1755 747 421 15322 9543 cat_boundaries=0 1 2 3 4 5 cat_threshold=2692 1424 2718 708 4504 is_linear=0 shrinkage=0.05 Tree=537 num_leaves=31 num_cat=4 split_feature=6 88 28 29 21 122 111 10 136 124 20 23 7 136 8 135 11 18 128 132 79 124 40 79 36 136 31 21 136 66 split_gain=5.5276 8.40186 5.40162 21.4093 18.5627 22.9208 21.1299 19.1561 17.0753 23.5666 17.0528 26.08 19.1524 19.9826 16.6125 16.468 21.3405 18.5029 20.9826 26.755 18.6279 15.9819 15.8708 14.8458 15.0563 14.1461 14.0646 32.5144 23.1706 17.874 threshold=18.250000000000004 -0.98564216494560231 1015.6499938964845 1015.7500000000001 5.9749999046325692 0.58068084716796886 -0.84513789415359486 5.0499999523162851 0 -0.85260769724845875 7.7950000762939462 9.0349998474121112 0.35000000894069677 1 11.84999990463257 1020.8500061035157 8.9499998092651385 12.699999809265138 102.50000000000001 1016.5499877929689 29.095000267028812 -0.55191597342491139 13.84999990463257 4.4349999427795419 12.449999809265138 2 1017.1499938964845 6.2349998950958261 3 56.225000381469734 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 left_child=2 -2 3 4 5 6 -1 -8 9 -7 11 -6 -13 -14 -11 -12 17 23 -19 -20 -21 25 26 24 -17 -9 27 28 -4 -28 right_child=1 -3 22 -5 10 8 7 21 -10 14 15 12 13 -15 -16 16 -18 18 19 20 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.0049037915426170704 0.014789106270764026 -0.0097363298384853733 -0.00069034084130345334 0.0015738541522129499 0.00037811448061735503 -0.0036378478986800059 0.0003670053387039722 0.00060344952336697263 0.0011513678835236582 0.0060285583580659864 -0.00033395788268704841 0.014696866658337618 0.0061013060666585796 0.00038012694764112648 0.020490745140940781 0.0069516305922297768 -0.0045715773679053393 -0.0060002502299309791 0.061152505023138862 0.0038635558992972012 0.048188335029408336 -0.00061567246893005131 0.00096314520081169799 0.0060753947945611717 0.030169462325319113 -0.0031231161308715293 -4.7786574577591689e-05 -0.0010178791282511083 0.0012819111791591434 0.0024170374017351303 leaf_weight=1817 40 275 26673 23855 289450 331 47154 3241 11379 466 127975 365 2728 3465 346 120 773 554 21 1918 24 135897 33442 478 167 11911 447662 117124 33695 7478 leaf_count=1817 40 275 26673 23855 289450 331 47154 3241 11379 466 127975 365 2728 3465 346 120 773 554 21 1918 24 135897 33442 478 167 11911 447662 117124 33695 7478 internal_value=6.55854e-07 -0.00662199 2.22377e-06 0.000103093 4.83222e-05 -0.000333642 -0.000463558 -0.000512763 0.00174157 0.00754118 0.000237986 0.000448758 0.00356674 0.00291076 0.012191 -0.000234558 0.00290249 0.00466283 0.00259312 0.00501835 0.00441134 -0.000787406 -9.83971e-05 0.0114726 0.0204617 -0.00232767 -0.000154512 -0.000532033 0.000410589 -7.28925e-06 internal_weight=1.33082e+06 315 1.33051e+06 664435 640580 212542 200020 198203 12522 1143 428038 296008 6558 6193 812 132030 4055 3282 2517 1963 1942 151049 666074 765 287 15152 632632 177492 60368 455140 internal_count=1330824 315 1330509 664435 640580 212542 200020 198203 12522 1143 428038 296008 6558 6193 812 132030 4055 3282 2517 1963 1942 151049 666074 765 287 15152 632632 177492 60368 455140 cat_boundaries=0 1 2 3 4 cat_threshold=90 1262 1124 632 is_linear=0 shrinkage=0.05 Tree=538 num_leaves=31 num_cat=0 split_feature=52 16 87 14 54 20 124 41 32 102 39 30 97 56 12 32 20 98 3 21 39 42 13 17 39 13 20 37 24 79 split_gain=4.9906 18.0796 16.6883 16.6143 14.8654 16.3848 24.3993 13.4569 15.8522 13.2587 11.9145 16.5295 11.7658 11.4848 11.3871 11.0454 11.9675 10.9056 11.5963 10.8599 18.509 18.3015 17.4495 14.5304 17.8907 17.346 12.3896 11.557 11.7961 10.8598 threshold=12.085000038146974 11.775000095367433 0.86618646979331981 2.6049998998641972 10.234999656677248 7.1349999904632577 -0.96811076998710621 5.3500001430511483 11.250000000000002 -0.34651494026184076 10.34999990463257 1013.2500000000001 -0.61849054694175709 221.4732360839844 4.2850000858306894 7.2500000000000009 11.605000019073488 -0.94602715969085682 180.50000000000003 8.7449998855590838 9.6500000953674334 9.2500000000000018 5.5850000381469735 18.219999313354496 11.050000190734865 3.3850001096725468 7.9149999618530282 12.550000190734865 266.50000000000006 2.8950001001358037 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 10 9 19 6 -6 17 -9 -2 11 -3 -10 -11 29 16 -13 18 -5 -1 21 22 -21 26 -25 -26 -22 28 -27 -4 right_child=1 2 14 7 5 -7 -8 8 12 13 -12 15 -14 -15 -16 -17 -18 -19 -20 20 23 -23 -24 24 25 27 -28 -29 -30 -31 leaf_value=-5.3949975240630983e-05 -0.0065879484768366142 -0.0060129615948987854 0.011207304560938046 0.0013953568019732013 -0.0083769386790028891 -0.0017772750050976107 0.00059289777077406111 -0.014196418286193736 -0.0031026944389601274 -0.0014666695501094609 0.00037359752483760787 0.0054047465773226231 0.018156730632197009 0.0042068740386949971 -0.0055223647475140863 -0.0012319382291019693 -0.016703668397206526 0.0015123845794077328 -0.0040882319948233681 0.00402577914940409 0.0039018002471000986 0.049501980903247998 0.027679205900030097 0.013233089815901456 0.0002019675672231045 0.014101017886962467 0.00017660308349741545 0.0097585044857118088 -0.0050712702251099152 -0.00095081008186749755 leaf_weight=988517 335 1636 185 1837 793 25080 17246 325 540 1009 135601 1050 74 7691 1382 7202 65 14217 2029 1287 2289 24 83 394 3373 108 89659 989 312 25492 leaf_count=988517 335 1636 185 1837 793 25080 17246 325 540 1009 135601 1050 74 7691 1382 7202 65 14217 2029 1287 2289 24 83 394 3373 108 89659 989 312 25492 internal_value=6.25204e-07 0.000230406 3.90655e-05 0.00140758 -4.01746e-05 -0.000950668 0.000198581 0.000569032 -0.00526698 0.00317302 0.00025104 -0.00141871 -0.000540484 0.00354887 -0.00110117 -0.00051499 0.00411592 0.00087208 -0.00148261 -4.05846e-06 0.000496547 0.00621707 0.0054588 0.000414441 0.00299206 0.00214828 0.00026934 0.00680755 -0.000141253 -0.000863212 internal_weight=1.33082e+06 200670 172613 28057 1.13015e+06 43119 18039 19022 939 9035 145554 9953 614 8700 27059 8317 1115 18083 3866 1.08704e+06 98518 1394 1370 97124 5176 4782 91948 1409 420 25677 internal_count=1330824 200670 172613 28057 1130154 43119 18039 19022 939 9035 145554 9953 614 8700 27059 8317 1115 18083 3866 1087035 98518 1394 1370 97124 5176 4782 91948 1409 420 25677 is_linear=0 shrinkage=0.05 Tree=539 num_leaves=31 num_cat=3 split_feature=6 88 34 28 30 30 124 136 7 2 136 9 23 31 5 109 34 12 36 12 136 15 12 108 20 125 31 122 15 34 split_gain=5.0094 7.67467 5.51131 5.05759 19.9313 13.7794 13.5346 15.1601 14.2467 44.1471 19.318 14.1034 13.9267 13.1994 15.5947 12.6848 12.583 20.1955 15.5769 19.3094 20.5482 16.9471 15.6654 15.6328 14.1437 14.5796 14.0135 14.5497 14.291 13.838 threshold=18.250000000000004 -0.99729138612747181 13.150000095367433 1016.6499938964845 1017.0499877929689 1023.1499938964845 -0.43049471080303187 0 7.9500000476837167 341.50000000000006 1 14.449999809265138 7.4449999332427987 1014.0499877929689 10.150000095367433 -0.94364041090011586 14.150000095367433 1.935000002384186 11.949999809265138 1.3149999976158144 2 1.3849999904632571 2.9550000429153447 -0.48986668884754175 10.234999656677248 0.98897820711135875 1015.4500122070314 0.53727915883064281 0.56499999761581432 12.750000000000002 decision_type=2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 16 6 8 -8 11 10 12 -6 -10 14 15 -5 18 -18 24 20 23 22 -21 -20 25 29 28 -28 -22 -1 right_child=1 2 -4 13 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16 -17 17 -19 19 21 26 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00014267830469458727 0.023669723845086994 -0.0028345023122695462 -0.016825632215076096 0.010368880890499673 0.0028651708599209884 -0.022295831541921343 -0.00087861214455985266 0.0016157222929508086 0.025396684192565945 0.082973822876811043 0.0012593507462588605 -0.011451427008441024 0.00085700672223336177 -7.843563123716729e-05 -0.007175115988034126 -0.0014341268113044505 8.2008423992610527e-07 -0.00098585969903884608 0.0072299330382030839 0.002031172000937487 0.029242928645800553 0.00047330769220961863 -0.011027276033633701 0.00030106460847433573 -0.0042231639613452233 0.0021131158711510147 -6.1645283522671673e-05 0.0073732890088157093 -0.0018541276948533915 -0.0020784537791112378 leaf_weight=124900 20 179 116 233 6117 62 9064 18543 202 20 470 177 81 539438 1207 9887 226071 67300 832 22832 37 214021 232 37734 2189 6646 6283 735 25227 9969 leaf_count=124900 20 179 116 233 6117 62 9064 18543 202 20 470 177 81 539438 1207 9887 226071 67300 832 22832 37 214021 232 37734 2189 6646 6283 735 25227 9969 internal_value=5.93943e-07 -0.00630398 -0.0083361 2.08656e-06 8.4016e-05 0.00125474 0.00129685 0.000797043 0.00324931 0.00965526 0.00770788 0.00246256 0.0177459 -0.000113905 -0.00180309 -0.00116238 2.94312e-05 -0.000225527 0.000195045 0.000395641 -0.000328652 0.000612081 0.00189982 0.000450427 -0.000234798 -0.000173104 -0.00125914 0.000717021 -0.00180858 -0.000285763 internal_weight=1.33082e+06 315 295 1.33051e+06 779744 34736 34674 27607 7067 773 753 6294 283 550765 11327 10120 745008 293371 451637 307933 70848 237085 23064 38566 143704 141515 32282 7018 25264 134869 internal_count=1330824 315 295 1330509 779744 34736 34674 27607 7067 773 753 6294 283 550765 11327 10120 745008 293371 451637 307933 70848 237085 23064 38566 143704 141515 32282 7018 25264 134869 cat_boundaries=0 1 2 3 cat_threshold=2692 590 6948 is_linear=0 shrinkage=0.05 Tree=540 num_leaves=31 num_cat=2 split_feature=52 54 110 92 54 33 63 135 28 8 87 80 20 29 64 4 136 71 130 32 57 13 76 42 31 27 117 124 136 35 split_gain=5.7483 19.2012 17.529 25.0232 17.8766 14.8081 12.8363 13.3548 13.1879 22.8972 27.0414 12.1763 29.563 22.9829 14.9334 15.7953 15.1026 14.3294 50.3303 21.8439 18.1655 16.7346 16.7134 22.1283 24.209 14.6492 14.0192 13.7695 29.8967 17.7886 threshold=2.5749999284744267 3.3850001096725468 0.59645944833755504 -0.63128286600112904 1.3849999904632571 10.750000000000002 0.54622146487236034 1015.1499938964845 1025.4500122070315 4.5499999523162851 0.80400216579437267 266.64981079101568 6.5950000286102304 1014.6499938964845 1.2050000429153445 6.1499998569488534 0 284.33972167968756 142.50000000000003 13.750000000000002 218.19808197021487 2.1650000810623173 10.355000019073488 9.3499999046325701 1006.4500122070314 295.50000000000006 -0.98624804615974415 0.94828754663467418 1 12.150000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=11 2 3 -2 -5 -6 7 -7 -8 -10 -11 17 13 14 15 -13 -16 22 20 -20 21 -19 25 -24 -25 -1 -26 -15 29 -29 right_child=1 -3 -4 4 5 6 8 -9 9 10 -12 12 -14 27 16 -17 -18 18 19 -21 -22 -23 23 24 26 -27 -28 28 -30 -31 leaf_value=0.00017111635559613811 0.00017887053157597042 -1.4152548151998844e-05 2.4790034268199171e-05 0.0072495468622890205 0.0056693425056753271 0.00070141317062405852 0.0035409675195481219 0.016692521695795499 -0.00013653303176397458 0.072603124645397518 0.0075696563648131321 -0.0008310090869351859 -0.0016043868425191826 0.00022267551010445201 -0.0032887667402404022 -0.0041273100066072984 -7.4745663346543077e-05 0.00057575797759802161 0.035765814616870312 -0.013137832035621008 0.0025107075578863387 -0.0060762369936450599 -0.0039632974367712513 0.050663738240367712 0.03874636129226669 -0.00030735301806608586 0.0019788096194222038 0.0035982755758311802 0.00026157877257282944 0.011228923831087657 leaf_weight=414735 17096 392194 32446 1998 2763 11996 4266 132 71 33 31 8937 43153 59059 3996 6125 41743 3326 148 27 9335 1321 4481 31 28 260425 350 2638 7128 1075 leaf_count=414735 17096 392194 32446 1998 2763 11996 4266 132 71 33 31 8937 43153 59059 3996 6125 41743 3326 148 27 9335 1321 4481 31 28 260425 350 2638 7128 1075 internal_value=-1.95866e-05 0.000122682 0.000880329 0.00160348 0.00274745 0.00228118 0.00171482 0.000875459 0.00402787 0.0194138 0.0411025 -9.5473e-05 -0.000469674 -9.50312e-05 -0.000805943 -0.00217146 -0.000356275 -1.75972e-06 0.00157267 0.0282207 0.00123914 -0.0013152 -3.45356e-05 -0.00294713 0.00818596 -1.34405e-05 0.00470233 0.00052334 0.00216129 0.00579193 internal_weight=1.33109e+06 463026 70832 38386 21290 19292 16529 12128 4401 135 64 868061 173854 130701 60801 15062 45739 694207 14157 175 13982 4647 680050 4890 409 675160 378 69900 10841 3713 internal_count=1331087 463026 70832 38386 21290 19292 16529 12128 4401 135 64 868061 173854 130701 60801 15062 45739 694207 14157 175 13982 4647 680050 4890 409 675160 378 69900 10841 3713 cat_boundaries=0 1 2 cat_threshold=20 128 is_linear=0 shrinkage=0.05 Tree=541 num_leaves=31 num_cat=1 split_feature=52 39 65 83 110 34 65 95 125 32 32 12 87 30 127 52 96 66 136 130 60 12 66 35 80 87 111 35 75 28 split_gain=5.60329 14.0358 13.3823 27.5364 20.5249 17.7561 24.4024 15.1187 13.4471 12.2981 19.5041 17.9598 17.5504 15.5831 15.4039 12.619 17.6413 12.886 12.0645 28.178 12.6998 16.2307 15.2865 15.0036 17.0073 14.0209 12.3825 11.8297 11.7572 13.3269 threshold=63.449998855590827 14.050000190734865 43.135000228881843 301.90882873535162 -0.89956185221672047 10.550000190734865 58.649999618530281 -1.0000000180025095e-35 0.56638467311859142 11.050000190734865 12.650000095367433 4.1349999904632577 0.78859421610832225 997.54998779296886 -0.67556449770927418 4.0350000858306894 -0.52123111486434925 54.215000152587898 0 297.50000000000006 0.78677600622177135 4.0050001144409189 56.225000381469734 9.1500000953674334 312.03388977050787 0.86564871668815624 -0.94340083003044117 7.6499998569488534 0.76667413115501415 1005.5499877929689 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=2 18 -1 4 9 7 -7 -6 -5 12 14 -12 -4 -14 -11 -16 17 -17 19 -2 28 -22 -23 24 26 -25 -24 -9 -20 -30 right_child=1 -3 3 8 5 6 -8 27 -10 10 11 -13 13 -15 15 16 -18 -19 20 -21 21 22 23 25 -26 -27 -28 -29 29 -31 leaf_value=-1.14631915159477e-05 -0.0023141784590270365 0.0020203455370301888 -0.015353905936030466 -0.0019598930246711378 -0.006917487858675575 -0.0024574887391707496 -0.0076792689864632864 -0.0044854238194715051 0.0014702523121396527 0.0069868119798577686 0.0046407833625647307 -0.010706820389437682 0.038735899880495195 -0.00032415033213730008 0.059513281059005989 0.018727856444235406 -0.0067659474388208421 0.063923102306822938 -0.00048262129079195727 -0.04051453033272101 0.0010137539487258043 -0.0041186537593118069 0.021081604738719763 0.0027559021022890789 0.0078356332117792884 -0.0087803768626072646 -0.010774100881219897 0.002109270104221185 0.012359866522563235 0.0029091374019547299 leaf_weight=1260312 3259 11706 216 3932 794 6134 3522 874 10453 567 549 292 28 290 23 46 42 24 2504 49 10020 4155 32 2971 184 289 653 3064 415 3688 leaf_count=1260312 3259 11706 216 3932 794 6134 3522 874 10453 567 549 292 28 290 23 46 42 24 2504 49 10020 4155 32 2971 184 289 653 3064 415 3688 internal_value=-1.86084e-05 0.000564778 -3.66477e-05 -0.00106551 -0.00246178 -0.00313251 -0.00436212 -0.000623403 0.000532655 0.00218457 0.00444795 -0.000687992 -0.00435551 0.0031151 0.0106008 0.0257798 0.0188524 0.0342234 -3.9031e-05 -0.00287134 0.000338097 -0.000340038 -0.00197753 0.000177073 -0.00566067 0.00173321 -0.00928595 0.000645643 0.00221731 0.00386504 internal_weight=1.33109e+06 39925 1.29116e+06 30850 16465 14388 9656 4732 14385 2077 1543 841 534 318 702 135 112 70 28219 3308 24911 18304 8284 4129 869 3260 685 3938 6607 4103 internal_count=1331087 39925 1291162 30850 16465 14388 9656 4732 14385 2077 1543 841 534 318 702 135 112 70 28219 3308 24911 18304 8284 4129 869 3260 685 3938 6607 4103 cat_boundaries=0 1 cat_threshold=3105 is_linear=0 shrinkage=0.05 Tree=542 num_leaves=31 num_cat=0 split_feature=52 55 20 7 60 64 104 135 52 54 4 21 54 124 127 20 100 63 35 83 126 106 31 75 40 56 33 64 66 36 split_gain=5.51336 14.6175 15.6734 13.7844 12.9751 11.8313 12.5868 12.0765 11.6856 16.8483 13.7671 12.9297 12.2725 11.2096 13.9744 12.4913 12.2981 18.6035 17.6375 12.0216 13.8966 11.1812 11.1218 10.7657 10.7379 10.3 10.2295 10.1732 15.3801 12.3006 threshold=17.804999351501468 13.775000095367433 7.9349999427795419 0.65000000596046459 0.6443222463130952 3.7949999570846562 0.074858017265796675 1008.8500061035157 7.0150001049041757 7.0850000381469735 16.250000000000004 5.6549999713897714 7.2950000762939462 -0.98321744799613942 0.55191597342491161 6.8550000190734872 -0.93892538547515858 0.70024621486663829 11.150000095367433 301.10122680664068 -0.38266885280609125 -0.92021250724792469 1016.5499877929689 0.54608368873596203 9.8499999046325701 238.43217468261722 12.150000095367433 14.744999885559084 20.175000190734867 16.250000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 21 5 -2 -7 -8 12 10 22 -11 -1 15 16 -5 17 -15 -19 20 26 -3 -10 -6 -21 -14 -16 28 -18 -30 right_child=4 2 -4 13 23 6 7 -9 9 11 -12 -13 25 14 19 -17 27 18 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-3.355351512060355e-05 -0.0018002679603957147 0.010448872413436682 -0.001882197277294979 -0.00971951817871816 -0.0019937640080556819 0.0018890628634703828 -0.0055099085908718844 0.033841886160080319 0.0006355390555349491 -0.0035431364263303691 0.02588858421036877 0.00020957737363948948 2.4563225207856583e-05 0.00059031933868447181 0.016095357264218339 -0.00047887218885167126 0.0013847085490978576 0.076025778129696853 0.016851745732128619 -0.00042083948825614884 -0.0032402987795404591 0.001804080760372933 0.0026446578349078364 0.00016152724435644571 0.009832275471864986 -0.0021959962113738091 -0.001914515714654514 -0.00047205883578504358 0.0076543317294951218 0.040304793777565164 leaf_weight=1016139 2759 451 21839 678 6086 22034 774 20 15945 2405 58 50312 9131 78 165 794 5241 20 34 14300 6701 2192 12127 120711 260 12199 151 6703 750 30 leaf_count=1016139 2759 451 21839 678 6086 22034 774 20 15945 2405 58 50312 9131 78 165 794 5241 20 34 14300 6701 2192 12127 120711 260 12199 151 6703 750 30 internal_value=-1.7678e-05 -5.42663e-05 -0.000811998 -0.000205687 0.000265336 0.00129241 0.00166619 -0.00451868 -1.33502e-05 0.000565636 0.00155375 3.8375e-05 -5.84689e-05 -0.000462214 -0.00027955 -0.00473509 0.00102539 0.0162085 0.0387681 -0.00105706 -0.0027571 0.00327922 0.00150347 5.80776e-05 -0.000237748 -0.00124541 0.00748937 0.000867883 0.0023596 0.00891012 internal_weight=1.33109e+06 1.1787e+06 60387 38548 152384 25587 22828 794 1.11832e+06 80847 28130 52717 1.03747e+06 35905 34433 1472 12856 132 54 21577 7017 2643 28072 126797 14560 21330 316 12724 6021 780 internal_count=1331087 1178703 60387 38548 152384 25587 22828 794 1118316 80847 28130 52717 1037469 35905 34433 1472 12856 132 54 21577 7017 2643 28072 126797 14560 21330 316 12724 6021 780 is_linear=0 shrinkage=0.05 Tree=543 num_leaves=31 num_cat=3 split_feature=52 55 31 32 13 64 136 81 39 34 93 76 64 80 20 29 7 35 34 136 64 5 136 124 64 13 18 20 7 23 split_gain=5.19287 14.3941 27.1078 26.2358 21.9809 18.22 17.0311 15.1903 12.656 16.1281 13.3069 17.5636 26.4812 11.5988 20.2021 20.3826 17.6651 15.8752 14.7387 17.6549 13.5186 13.0759 12.8654 12.2789 11.2021 22.0968 16.9098 12.5448 19.3101 17.0693 threshold=2.0149999856948857 1.7250000238418581 1005.4500122070314 7.2500000000000009 2.2250000238418584 76.825000762939467 0 238.11737060546878 11.050000190734865 11.150000095367433 0.031809683889150626 6.9749999046325692 7.8750000000000009 266.64981079101568 6.6349999904632577 1014.4500122070314 11.449999809265138 12.650000095367433 13.150000095367433 1 1.8949999809265139 4.5499999523162851 2 0.64942333102226268 3.3549998998641972 1.4249999523162844 7.4149999618530282 7.8750000000000009 3.4500000476837163 8.7349996566772479 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 left_child=13 2 3 -2 -4 8 -6 -8 -5 -10 -11 12 -12 -1 15 20 17 -17 19 -19 21 -15 -22 -18 25 -3 -26 29 -29 -28 right_child=1 24 4 5 6 -7 7 -9 9 10 11 -13 -14 14 -16 16 23 18 -20 -21 22 -23 -24 -25 26 -27 27 28 -30 -31 leaf_value=-9.6456176294125405e-06 0.058029083419591648 7.9572855269940078e-05 0.0015718089139180611 -0.00154120603279572 0.0010358501837848505 -0.020173886521989783 -0.0087783332564030196 -0.0018898713146624489 0.028480771789439203 0.003419483525415953 0.010692329732592043 0.0092573399948083709 0.060119023958736278 -0.00041496377644899079 -0.0016944063501989949 -0.00065926067039861309 -0.0020454271728178727 0.0070416828839622641 0.00038274996435763947 0.0013639263134797919 -0.0034261350728555734 -0.0030811884452430463 4.6427156759093154e-05 0.0046590598156151962 0.0021451384379852566 -0.0015904028741185305 0.00022912914929264485 -0.0008332837598391536 0.00025479251895445509 0.0019373760846798111 leaf_weight=686985 25 60780 24101 317 4364 62 990 4177 104 695 64 420 47 7709 28610 29049 839 1965 21821 4517 2953 11397 26726 3671 10385 29385 187579 72811 92679 15860 leaf_count=686985 25 60780 24101 317 4364 62 990 4177 104 695 64 420 47 7709 28610 29049 839 1965 21821 4517 2953 11397 26726 3671 10385 29385 187579 72811 92679 15860 internal_value=-1.67941e-05 0.000109547 0.00108229 0.00717873 0.000767972 0.00643486 -0.00126469 -0.0032035 0.00743653 0.00957634 0.0079727 0.0139322 0.0316207 -9.39903e-05 -0.000510081 -0.00020385 0.000398795 0.000161859 0.00100462 0.00309809 -0.000968036 -0.0020054 -0.000300224 0.00341182 3.627e-05 -0.000464676 0.000155348 9.9337e-05 -0.000223931 0.000362303 internal_weight=1.33109e+06 504845 35366 1734 33632 1709 9531 5167 1647 1330 1226 531 111 826242 139257 110647 61862 57352 28303 6482 48785 19106 29679 4510 469479 90165 379314 368929 165490 203439 internal_count=1331087 504845 35366 1734 33632 1709 9531 5167 1647 1330 1226 531 111 826242 139257 110647 61862 57352 28303 6482 48785 19106 29679 4510 469479 90165 379314 368929 165490 203439 cat_boundaries=0 1 2 3 cat_threshold=5269 3200 20 is_linear=0 shrinkage=0.05 Tree=544 num_leaves=31 num_cat=2 split_feature=52 17 19 5 54 52 3 109 136 61 40 72 35 72 11 71 13 134 135 76 68 67 37 104 33 136 30 122 33 15 split_gain=5.06835 12.8585 19.2656 12.8829 10.7806 16.4378 10.2389 9.67612 11.8723 11.5404 12.7053 9.85666 9.66063 12.4268 15.1848 9.40522 18.7356 12.9335 20.0019 14.0872 10.0385 17.3179 15.4615 13.6157 9.94442 10.4687 9.96934 12.1838 12.8272 14.3274 threshold=24.644999504089359 11.775000095367433 10.405000209808351 14.750000000000002 12.265000343322756 12.284999847412111 150.50000000000003 0.88205435872077953 0 0.69706538319587719 9.1500000953674334 0.67341405153274547 14.84999990463257 0.58244305849075328 15.550000190734865 295.93659973144537 2.1550000905990605 1024.549987792969 1018.5499877929689 3.8649998903274541 301.72041320800787 24.925000190734867 8.1500000953674334 -0.067668441683053956 10.449999809265138 1 1015.9500122070314 -0.043617725372314446 9.1500000953674334 2.9450000524520878 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=4 3 -3 -2 5 -1 -5 9 -9 12 11 -11 13 14 -4 16 17 18 -6 -19 21 22 -17 -22 25 26 27 28 29 -18 right_child=1 2 7 6 15 -7 -8 8 -10 10 -12 -13 -14 -15 -16 20 24 19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-3.2077194502468979e-05 0.0025985555166221936 -0.0026575394946306286 -0.0035284276767028884 -0.019297308214285439 -3.0678561953758741e-05 0.001326204241153028 -0.0020013893549081069 0.00080911591591122816 -0.0045250875882707521 -0.0027621155525587638 -0.0044225102881500422 0.00032381613483497412 0.0036453476692632986 0.0013931809468507455 0.040286429692059755 0.030843959584890404 0.042115767645663112 -0.0072133750485425642 -0.011368161611847692 0.033836245509027911 -0.00051608525854758515 0.0034117102149873314 -0.00030336356255813274 -0.011977411320904904 -0.0026773359952225375 -0.0017496552334231867 0.0005004264086230912 -0.0027792164942050937 0.0072550173470034562 0.0071667147727281447 leaf_weight=1103781 8629 5804 1754 101 25718 22733 560 1948 2236 2683 1507 72774 4045 14853 20 40 69 33 395 57 23611 5002 10142 262 17314 3412 1155 157 241 51 leaf_count=1103781 8629 5804 1754 101 25718 22733 560 1948 2236 2683 1507 72774 4045 14853 20 40 69 33 395 57 23611 5002 10142 262 17314 3412 1155 157 241 51 internal_value=-1.59521e-05 0.000298466 0.000144407 0.00208322 -4.62277e-05 -4.66714e-06 -0.00464418 0.000304125 -0.00205045 0.000405026 0.000123303 0.000214091 0.00145391 0.000920778 -0.00303446 -0.000580327 -0.00104461 -0.000136961 -0.000202176 0.0187847 -2.58471e-06 0.00100253 -0.000181001 -0.00064187 -0.00210639 -0.000162383 0.00306691 0.00884867 0.0139057 0.0272624 internal_weight=1.33109e+06 116914 107624 9290 1.21417e+06 1.12651e+06 661 101820 4184 97636 76964 75457 20672 16627 1774 87659 48602 26203 26113 90 39057 15184 10182 23873 22399 5085 1673 518 361 120 internal_count=1331087 116914 107624 9290 1214173 1126514 661 101820 4184 97636 76964 75457 20672 16627 1774 87659 48602 26203 26113 90 39057 15184 10182 23873 22399 5085 1673 518 361 120 cat_boundaries=0 1 2 cat_threshold=4183 2119 is_linear=0 shrinkage=0.05 Tree=545 num_leaves=31 num_cat=2 split_feature=52 12 133 68 87 105 94 38 136 71 62 66 31 84 54 52 38 59 28 31 136 36 28 71 84 123 109 39 33 11 split_gain=6.42582 12.5643 15.6759 20.2646 15.8822 14.6421 14.7131 17.2328 13.3489 12.8602 12.4865 11.4724 17.8622 14.6279 13.1033 14.3302 15.1749 13.6345 15.9956 18.0938 15.5017 16.6411 13.2511 14.8993 15.8007 13.0694 13.9804 16.9432 14.4711 14.2444 threshold=35.055000305175788 3.435000061988831 1020.3500061035157 289.69715881347662 0.74154233932495128 -0.81478470563888539 0.36040905117988592 13.34999990463257 0 293.63075256347662 0.85697174072265636 42.065000534057624 1026.549987792969 0.88286522030830394 39.07500076293946 60.885000228881843 10.550000190734865 266.39314270019537 1007.1499938964845 1012.4500122070314 1 12.050000190734865 1022.8500061035157 289.81954956054693 0.72866910696029674 -0.8338540494441985 -0.33031125366687769 14.550000190734865 14.150000095367433 9.7500000000000018 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 5 9 10 7 -7 -3 -5 -4 13 14 -10 -13 -16 -17 18 -18 -20 22 -22 23 -19 -25 26 -23 -28 29 -29 right_child=1 8 3 4 -6 6 -8 -9 11 -11 -12 12 -14 -15 15 16 17 20 19 -21 21 25 -24 24 -26 -27 27 28 -30 -31 leaf_value=-2.986262528038019e-05 0.00082686375217386893 -0.013767363862607854 0.031761845032823213 -0.0029449982113789685 -0.0013807666461190498 0.017846194240757122 0.0053419675885234032 0.058359985468241407 -0.0015813840047301476 0.031523927033572673 0.0033818721240259941 0.0037726233964074842 0.0082791669768587095 0.0033556799049545478 -0.0031645483523978554 -0.005434706002420661 0.0039536667111376303 0.0032014192828421738 -0.012937544324595776 -0.0012199835232510647 -0.0047316715855077671 0.026499766745768927 -0.0039980030262790197 0.019599709884462663 0.0062501489178084157 0.00064018037346668527 0.0008839346899838582 0.013691596924685516 0.0028156047929672801 0.048991988223119114 leaf_weight=1247507 44893 172 47 43 632 52 50 53 15959 73 221 2425 737 1656 3203 975 625 1650 531 868 1242 85 372 345 620 4978 597 65 94 51 leaf_count=1247507 44893 172 47 43 632 52 50 53 15959 73 221 2425 737 1656 3203 975 625 1650 531 868 1242 85 372 345 620 4978 597 65 94 51 internal_value=-1.46959e-06 0.000423675 0.000975832 0.00668689 0.0017406 0.0154335 0.0276657 0.038296 -0.000259132 0.0187467 0.00835896 -0.000192704 0.000643955 -0.00111725 0.000343455 -0.000166681 0.000566421 0.00104907 -0.00269651 -0.00566746 0.00179974 0.000525622 0.00481551 0.0060877 0.0110228 0.00163888 0.00721233 0.00518082 0.0173962 0.0292116 internal_weight=1.33082e+06 83314 46064 1171 748 423 155 105 37250 116 268 37078 19463 17615 18726 16301 13098 12123 2024 1399 10099 7112 2987 2615 965 5870 892 807 210 116 internal_count=1330821 83314 46064 1171 748 423 155 105 37250 116 268 37078 19463 17615 18726 16301 13098 12123 2024 1399 10099 7112 2987 2615 965 5870 892 807 210 116 cat_boundaries=0 1 2 cat_threshold=2080 4244 is_linear=0 shrinkage=0.05 Tree=546 num_leaves=31 num_cat=4 split_feature=4 12 36 136 66 32 15 24 12 3 39 136 34 35 62 120 136 22 43 15 108 31 37 136 55 106 29 67 84 102 split_gain=6.20151 11.6544 22.0609 23.8036 16.5488 15.6844 14.072 31.2626 13.5865 19.9274 12.8375 12.7519 14.2143 12.2021 11.987 11.4177 16.7013 13.0953 15.0495 11.924 10.7035 16.1069 17.6355 14.3985 18.8155 13.4556 14.8174 12.8426 11.1307 10.9481 threshold=12.650000095367433 3.495000004768372 11.050000190734865 0 28.785000801086429 12.650000095367433 3.185000061988831 189.50000000000003 5.1150000095367441 141.50000000000003 12.150000095367433 1 11.84999990463257 8.7500000000000018 0.8981938660144807 0.49240480363368994 2 6.8750000000000009 10.750000000000002 2.5249999761581425 -0.9747985005378722 1016.5499877929689 10.050000190734865 3 6.3150000572204599 -0.82015323638916005 1019.0499877929689 18.164999961853031 0.85126233100891124 -0.31405793130397791 decision_type=2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=-1 6 10 4 5 -4 20 -8 15 -10 11 -3 13 -13 -6 16 -5 19 -19 -17 21 22 -2 24 -22 -26 29 -24 -29 -27 right_child=1 2 3 8 14 -7 7 -9 9 -11 -12 12 -14 -15 -16 17 -18 18 -20 -21 23 -23 27 -25 25 26 -28 28 -30 -31 leaf_value=-1.9768161012794126e-05 0.04585094122216106 -0.015418057965591054 0.0087212973421447633 0.0013203838226373671 -0.00038799453024258125 0.0011063684663667819 0.030713496078644788 0.0036221013308591825 -0.024712711679188676 -0.0039182957850616429 0.029226218586166704 -0.0075432858554642301 -0.011888373905848884 -0.00060367541773291046 0.038504874536301942 0.002043561055842373 -0.0050787166226169897 0.0065337716840693496 -0.018527612979178903 0.025794577619308257 0.0018451141185559798 -0.01565757050824387 -0.0059503334153125018 0.0002266906547370125 0.0020866502728313207 -0.0092125732232542605 0.0015802914457878764 -0.00082174877977927172 0.02738338271003278 0.020210082503861672 leaf_weight=1293369 20 208 1768 2591 2098 1095 111 2620 135 786 30 799 405 3057 20 90 1669 230 81 128 4560 237 459 13025 415 34 187 82 61 451 leaf_count=1293369 20 208 1768 2591 2098 1095 111 2620 135 786 30 799 405 3057 20 90 1669 230 81 128 4560 237 459 13025 415 34 187 82 61 451 internal_value=-1.40128e-06 0.000632881 -0.000434894 0.0008012 0.00332334 0.00580885 0.00136145 0.00472322 -0.00140231 -0.00696634 -0.00337223 -0.00359106 -0.00297057 -0.00204163 -2.07342e-05 -0.000335183 -0.0011955 0.00659292 6.53002e-06 0.0159891 0.000891383 -0.0045658 -0.00033952 0.00114244 0.00324849 0.00916559 0.0135373 -0.00187409 0.0112098 0.0181475 internal_weight=1.33082e+06 37452 15190 10691 4981 2863 22262 2731 5710 921 4499 4469 4261 3856 2118 4789 4260 529 311 218 19531 859 622 18672 5647 1087 672 602 143 485 internal_count=1330821 37452 15190 10691 4981 2863 22262 2731 5710 921 4499 4469 4261 3856 2118 4789 4260 529 311 218 19531 859 622 18672 5647 1087 672 602 143 485 cat_boundaries=0 1 2 3 4 cat_threshold=1409 256 4626 1622 is_linear=0 shrinkage=0.05 Tree=547 num_leaves=31 num_cat=1 split_feature=52 75 54 53 79 135 40 52 66 12 28 12 126 60 129 103 72 39 38 28 136 104 135 108 30 76 6 107 126 20 split_gain=5.84095 11.9324 12.3101 12.7532 11.291 13.104 11.833 10.2804 13.0529 20.1148 12.4151 16.6895 12.8806 23.1786 18.6754 16.6628 12.1735 16.1672 11.5208 13.9893 16.2795 12.0185 11.0894 21.5325 13.0414 12.8672 11.8625 10.6598 11.9877 10.6426 threshold=34.125000000000007 0.63622745871543895 36.924999237060554 66.104999542236342 43.924999237060554 1007.6499938964845 10.84999990463257 63.449998855590827 50.895000457763679 3.7050000429153447 1013.7500000000001 2.7749999761581425 -0.21643137186765668 0.6636701524257661 291.50000000000006 0.55672866106033336 0.84708979725837719 13.949999809265138 15.34999990463257 1020.5499877929689 0 -0.99555048346519459 1019.0499877929689 -0.48986668884754175 1011.4500122070314 4.2149999141693124 0.65000000596046459 -0.84509876370429982 -0.98321744799613942 8.6549997329711932 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 6 -6 7 10 9 18 12 -12 15 14 -14 -4 -10 -18 22 20 21 -20 24 -24 26 -25 -9 28 -19 -15 right_child=1 2 4 -5 5 -7 -8 8 16 -11 11 -13 13 29 -16 -17 17 27 19 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31 leaf_value=-2.8812906864879823e-05 -0.0014453236077273423 0.0021327500603457112 -6.16507423315151e-05 -0.0025035885386811819 -0.0018116699878669984 -0.015202781177886772 -0.0057582426941015308 0.030485284231279209 0.0052909250008739634 -0.0012725309834306069 0.0010023647887633851 -0.0020318660973309643 0.014111629951036198 0.0053317470655229798 0.064384444225579499 -0.016978070172945083 -7.3500344061195534e-05 0.048486042729346084 0.045520799593068664 -0.0039503997578322018 0.0051469277207697216 0.015109774630215301 0.057589802775709402 0.023539642160308592 0.0013028331837464486 0.0026895719541109079 -0.0058860108027188425 0.00014537378397777196 0.0092268981353013906 -0.00042565677428206777 leaf_weight=1245160 7963 16680 1614 1628 3133 194 768 23 3062 9548 7359 11797 242 1622 20 160 4238 20 40 336 1378 173 21 88 9513 465 886 401 700 1589 leaf_count=1245160 7963 16680 1614 1628 3133 194 768 23 3062 9548 7359 11797 242 1622 20 160 4238 20 40 336 1378 173 21 88 9513 465 886 401 700 1589 internal_value=-1.33834e-06 0.000398029 0.000586948 0.00172047 0.000237519 -0.00259252 0.000405465 0.000491073 0.00109702 0.00046784 -0.000275994 -0.000866231 0.00187887 0.00364942 0.0179492 -0.00158737 0.00277594 0.00133893 0.00175369 0.00531989 0.00727766 0.0198871 0.00112873 0.00789464 0.000756094 0.00600749 -0.00496573 0.00667872 0.0103174 0.00248263 internal_weight=1.33082e+06 85661 77698 18308 59390 3327 56063 55295 30892 22471 24403 19156 5247 3473 262 1774 8421 5359 12923 1927 1591 213 10996 574 10422 553 909 1121 720 3211 internal_count=1330821 85661 77698 18308 59390 3327 56063 55295 30892 22471 24403 19156 5247 3473 262 1774 8421 5359 12923 1927 1591 213 10996 574 10422 553 909 1121 720 3211 cat_boundaries=0 1 cat_threshold=514 is_linear=0 shrinkage=0.05 Tree=548 num_leaves=31 num_cat=1 split_feature=63 126 0 8 136 38 31 9 58 80 18 35 97 22 78 66 37 13 101 86 86 87 18 64 67 10 125 21 28 60 split_gain=5.74724 13.9699 19.3815 20.669 17.7827 15.3632 12.7891 11.969 11.856 12.9858 15.0923 16.3318 13.5107 13.9457 11.635 21.5954 15.2651 11.6306 14.2761 14.816 12.5262 11.2252 10.2453 10.7665 11.9431 11.809 12.1964 13.2526 12.054 10.2066 threshold=0.73923647403717052 -0.5663846731185912 307.50000000000006 4.1499998569488534 0 9.6500000953674334 1010.4500122070314 15.449999809265138 306.68577575683599 224.0832443237305 7.4149999618530282 10.34999990463257 -0.9860754907131194 9.2449998855590838 56.885000228881843 39.23500061035157 12.949999809265138 3.2350000143051152 0.1461896747350693 0.72074806690216076 0.8151681423187257 0.77731451392173778 13.344999790191652 67.155002593994155 14.704999923706056 19.250000000000004 -0.96811076998710621 5.5150001049041757 1024.1499633789065 0.62879812717437755 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 5 6 -2 17 9 10 -7 -12 13 29 22 16 -16 18 19 -5 21 -21 23 24 -6 26 28 -28 -26 -11 right_child=1 -3 3 7 14 8 -8 -9 -10 12 11 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-3.6365581956040942e-05 -0.014116156187195045 5.8372184504069361e-05 -0.00014474457021822876 -0.0035461105557309616 0.00065533393045841726 0.037692023671406789 0.025796891834629194 0.044858676567673686 -0.009235188254973067 0.02549501261080378 -0.018488426312105729 -0.0035361993075680091 -0.0015465638886363068 8.4407505499174698e-05 0.045082267216639597 0.00084943203090406057 -0.0024103050322636316 -0.00029882011327458203 0.0090919967958546545 0.023989490353481167 0.012293393857873765 0.058303817700093186 0.00037012039794412561 -0.0053112012928759221 -0.00034204415490057729 0.032973086471772856 0.027606646959012483 0.0053488483692299832 0.018174628873345672 0.0076516034510509577 leaf_weight=1194539 26 109908 743 37 3281 20 88 25 495 102 220 1075 2692 617 64 141 23 223 661 44 53 52 9071 400 1600 36 68 4050 93 374 leaf_count=1194539 26 109908 743 37 3281 20 88 25 495 102 220 1075 2692 617 64 141 23 223 661 44 53 52 9071 400 1600 36 68 4050 93 374 internal_value=-1.26949e-06 0.000306355 0.00133977 0.00629204 0.000968793 -0.00147446 0.0166939 0.0106597 -0.00184728 -0.00113022 -0.00541067 -0.00607635 0.000356914 0.00504508 0.00170955 0.0129368 0.0325268 0.00986061 0.0125354 0.0247725 0.0318046 0.0425764 0.00157283 0.00271786 0.0030697 0.00442451 0.00424764 0.00571639 0.000675115 0.0114752 internal_weight=1.33082e+06 136282 26374 1838 24536 5709 114 1095 5595 5100 1315 1295 3785 1093 18827 228 87 1070 847 186 149 96 18599 9528 9128 5847 5811 4118 1693 476 internal_count=1330821 136282 26374 1838 24536 5709 114 1095 5595 5100 1315 1295 3785 1093 18827 228 87 1070 847 186 149 96 18599 9528 9128 5847 5811 4118 1693 476 cat_boundaries=0 1 cat_threshold=1329 is_linear=0 shrinkage=0.05 Tree=549 num_leaves=31 num_cat=4 split_feature=4 53 42 136 136 136 126 105 55 122 27 120 31 119 136 23 122 42 43 94 37 0 9 4 13 34 101 69 39 91 split_gain=5.54964 10.6848 8.89071 20.4352 16.5451 12.0565 22.8436 15.614 18.1398 13.5124 11.6754 10.5925 17.674 14.7597 14.0913 16.8674 14.6184 12.5647 12.5204 12.0971 10.714 10.6026 10.4371 10.1075 12.4168 10.8397 17.553 14.4152 10.5281 15.0447 threshold=12.650000095367433 68.93500137329103 0.35000000894069677 0 1 2 0.82409480214118969 -0.93309867382049549 65.284999847412124 0.97625884413719188 315.50000000000006 0.56638467311859142 1006.8500061035157 0.55191597342491161 3 7.0050001144409189 0.078456107527017607 12.050000190734865 6.6499998569488534 -0.050295444205403321 11.750000000000002 330.50000000000006 18.250000000000004 19.500000000000004 3.6750000715255742 12.150000095367433 -0.22497717291116712 338.07461547851568 10.84999990463257 -0.96960553526878346 decision_type=2 2 2 1 1 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -4 6 7 8 -5 -9 22 12 -6 17 16 18 -14 -13 -16 -18 -17 -20 -8 24 -7 26 28 -27 -26 -30 right_child=1 -3 4 5 11 23 10 9 -10 -11 -12 13 14 -15 15 20 19 -19 21 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31 leaf_value=-1.8580780214922456e-05 0.0077829109638565168 -0.0031155108066701857 0.0045216050013030477 0.0095323161255083354 -0.010438598752666263 0.00066476538069433141 0.0072438388212085827 0.00056580440723271363 0.057622727579639654 0.038939709046288684 0.0020973296875578524 -0.0041379198614388962 0.0090656062322190378 0.022848592861496122 -0.0097838503388589116 -0.014969152116247121 -0.013381348063291915 0.013049704287605324 -0.0010607735901796839 0.002267696808173787 -0.0045662922503515611 0.0061707870447731943 0.01872880851601523 0.026765910062406747 0.00046465281224083326 -0.0089895574301399345 -0.002795317370543204 0.03398926764726639 0.043680327715507401 0.0079246794388286371 leaf_weight=1293369 1142 1841 1389 133 556 10320 1377 8837 23 23 1041 321 623 98 358 337 164 159 3597 500 932 590 231 35 109 796 1776 20 48 76 leaf_count=1293369 1142 1841 1389 133 556 10320 1377 8837 23 23 1041 321 623 98 358 337 164 159 3597 500 932 590 231 35 109 796 1776 20 48 76 internal_value=-1.20601e-06 0.000598815 0.000790836 0.00127162 -0.000507378 0.000968802 0.00213903 0.00094152 0.0166226 0.000665421 0.00622289 -0.00135946 -0.0018538 0.00516573 -0.00118162 -0.00222834 0.00353676 0.00155548 -0.000809121 -0.00159743 -0.00732891 -4.17574e-05 0.00889373 -6.775e-05 -0.000139249 -0.00307639 -0.00110249 -0.00793615 0.0118008 0.0217656 internal_weight=1.33082e+06 37452 35611 25987 9624 24845 11665 9016 156 8860 2649 8235 7657 578 7101 5814 1287 480 4545 664 1269 4187 1608 13180 13145 2825 2009 816 233 124 internal_count=1330821 37452 35611 25987 9624 24845 11665 9016 156 8860 2649 8235 7657 578 7101 5814 1287 480 4545 664 1269 4187 1608 13180 13145 2825 2009 816 233 124 cat_boundaries=0 1 2 3 4 cat_threshold=1032 4226 773 16 is_linear=0 shrinkage=0.05 Tree=550 num_leaves=31 num_cat=1 split_feature=80 55 15 29 34 36 120 32 111 124 7 41 12 41 67 15 39 11 3 16 29 82 110 22 64 7 4 123 136 20 split_gain=6.25164 8.95737 10.7036 9.86491 12.4478 28.2613 9.42658 7.95615 8.53792 7.83636 9.08003 10.4511 7.22818 7.1723 7.87672 6.82074 6.47533 6.37268 6.30376 6.04142 8.72896 7.28307 5.93674 5.81881 5.68885 9.09678 6.69976 6.52014 9.07216 8.67041 threshold=332.34812927246099 15.815000057220461 2.8649998903274541 1026.4500122070315 9.3499999046325701 10.449999809265138 -0.16504132002592084 14.750000000000002 0.1639545559883118 0.83385404944419872 6.5499999523162851 11.250000000000002 3.804999947547913 4.2500000000000009 17.904999732971195 0.63499999046325695 12.050000190734865 11.34999990463257 29.500000000000004 10.405000209808351 1013.3500061035157 346.44384765625006 0.98438546061515819 5.5950000286102304 0.88499999046325695 11.34999990463257 4.8500001430511483 1.0000000180025095e-35 0 5.1250000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=-1 2 7 4 5 17 -3 8 18 -6 11 16 15 14 -14 -10 -11 -4 -2 20 21 -9 -18 -22 25 26 -17 -26 29 -29 right_child=1 6 3 -5 9 -7 -8 19 12 10 -12 -13 13 -15 -16 24 22 -19 -20 -21 23 -23 -24 -25 27 -27 -28 28 -30 -31 leaf_value=2.0918920498993735e-05 0.034937678678366155 -0.0064901688895640658 -0.011207541664514473 -0.0163458356873461 -0.0030337210543906526 0.066282327263616034 -0.0010919867576595257 -0.0031251734047608075 0.017556333319162547 0.0041082623466907288 0.0020125901777316808 0.037762402793900536 -0.004296093620692513 0.031840282243986925 0.031283406550064688 -0.00011828718295677783 0.031043804205041759 0.013456829513419061 0.0061992065610996057 -0.0015331685217597974 0.01020842418419622 0.023096664582512208 -0.00022159091895446181 0.0026700053219659578 -0.0020354672283823799 0.0068725625240864856 -0.0084091096688585897 0.020157795663302145 -0.0035016532758370177 0.0020910951781323889 leaf_weight=1308822 23 1324 34 68 583 24 2078 488 46 233 1611 33 70 30 20 334 49 114 112 911 490 28 22 536 8484 150 901 69 835 1768 leaf_count=1308822 23 1324 34 68 583 24 2078 488 46 233 1611 33 70 30 20 334 49 114 112 911 490 28 22 536 8484 150 901 69 835 1768 internal_value=7.03701e-06 -0.00083929 -0.000396089 0.00246321 0.0029364 0.0159523 -0.00319287 -0.00091411 -0.00141251 0.00205187 0.00357389 0.0110376 -0.0015454 0.0106679 0.00361046 -0.00166183 0.0081365 0.00779069 0.0110954 0.00169513 0.00360238 -0.00170228 0.0213559 0.00627022 -0.00173233 -0.00475468 -0.0061669 -0.0013571 0.000796799 0.00275471 internal_weight=1.33029e+06 21468 18066 2771 2703 172 3402 15295 12842 2531 1948 337 12707 120 90 12587 304 148 135 2453 1542 516 71 1026 12541 1385 1235 11156 2672 1837 internal_count=1330290 21468 18066 2771 2703 172 3402 15295 12842 2531 1948 337 12707 120 90 12587 304 148 135 2453 1542 516 71 1026 12541 1385 1235 11156 2672 1837 cat_boundaries=0 1 cat_threshold=16 is_linear=0 shrinkage=0.05 Tree=551 num_leaves=31 num_cat=0 split_feature=80 55 15 28 34 36 43 36 120 29 32 111 12 41 67 95 15 9 16 54 3 115 95 11 87 125 63 84 31 36 split_gain=5.64323 8.08344 9.66067 10.2199 12.4608 20.9662 8.90776 9.45609 8.50749 7.36564 7.18108 7.70565 6.52359 6.473 7.10874 6.35631 6.15582 5.93006 7.37537 6.88582 5.8374 5.78716 5.74377 5.62301 5.53334 8.2681 5.5677 5.26853 7.16998 8.46959 threshold=332.34812927246099 15.815000057220461 2.8649998903274541 1026.4500122070315 9.2500000000000018 10.449999809265138 11.449999809265138 12.449999809265138 -0.16504132002592084 1009.7500000000001 14.750000000000002 0.1639545559883118 3.804999947547913 4.2500000000000009 17.904999732971195 0.34685793519020086 0.63499999046325695 14.750000000000002 8.7100000381469744 1.1649999618530276 321.50000000000006 -0.33379416167736048 -0.752781182527542 11.34999990463257 0.83266523480415355 0.9536806344985963 0.21297886967658999 0.8374566137790681 1016.0499877929689 9.5500001907348651 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 10 4 5 23 9 -8 27 -6 11 22 16 14 -14 -9 -13 18 24 21 -11 -19 -2 -4 25 -12 -26 -3 29 -29 right_child=1 8 3 -5 6 -7 7 15 -10 20 17 12 13 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=1.9872974707100675e-05 0.03025828630117507 -0.0016950115200597795 -0.0097415031715025833 -0.01599148667788737 -0.0061134717103185042 0.060594071172501734 0.036841373759120499 0.025277245026968778 -0.0010373874442854447 -0.0014113330548014562 0.0047637303559420856 0.016678516516138032 -0.0040812889029205384 0.030248267923792205 0.029719236416276548 -0.010124606137105731 -0.001645848385978916 -0.002649765294821312 -0.000518578678868811 -0.012518372834531655 0.0041834480678742828 0.029362870007753374 0.0051461655576822939 0.014520343166105494 0.015701741523225794 0.022294863500579631 0.0018317047785883008 0.028106007026508451 -0.011392876441885141 -0.0042536847603158101 leaf_weight=1308822 29 440 31 74 286 23 37 21 2078 680 184 46 70 30 20 32 12541 48 1113 145 1483 20 106 104 80 106 757 22 612 250 leaf_count=1308822 29 440 31 74 286 23 37 21 2078 680 184 46 70 30 20 32 12541 48 1113 145 1483 20 106 104 80 106 757 22 612 250 internal_value=6.68384e-06 -0.000797407 -0.000376382 0.00234005 0.00284303 0.016467 0.00199522 0.0174441 -0.00303322 0.00142748 -0.000868519 -0.00134202 -0.00146826 0.0101345 0.00342994 0.00390254 -0.00157888 0.00161037 0.00236846 -0.00636195 0.00242457 0.00676572 0.0105406 0.0089491 0.00521963 0.0111717 0.0031574 -0.00616566 -0.00839087 -0.00163636 internal_weight=1.33029e+06 21468 18066 2771 2697 158 2539 90 3402 2449 15295 12842 12707 120 90 53 12587 2453 2240 213 2163 68 135 135 1127 290 837 1324 884 272 internal_count=1330290 21468 18066 2771 2697 158 2539 90 3402 2449 15295 12842 12707 120 90 53 12587 2453 2240 213 2163 68 135 135 1127 290 837 1324 884 272 is_linear=0 shrinkage=0.05 Tree=552 num_leaves=31 num_cat=0 split_feature=79 130 38 30 87 22 3 96 52 4 28 90 75 65 30 37 70 64 53 103 78 85 39 34 32 1 32 64 39 74 split_gain=5.27107 12.4438 12.2701 10.2607 12.9615 14.8604 8.8798 23.8672 9.44478 7.66023 6.72161 6.48576 7.41936 7.69779 6.36674 6.55407 6.14073 6.01407 20.9654 19.7245 23.8275 23.4634 17.7363 23.4246 15.7548 25.6096 14.2741 15.819 15.5731 34.2652 threshold=63.939998626708991 118.50000000000001 8.9499998092651385 997.54998779296886 0.88547477126121532 8.8150000572204608 137.50000000000003 -0.9899674355983733 2.2549999952316289 5.7500000000000009 1000.4500122070314 -0.98785197734832753 0.81954973936080944 67.344997406005874 1011.9500122070314 8.7500000000000018 236.24440002441409 23.875000000000004 0.034999999217689044 -0.6810643970966338 19.535000801086429 0.72630971670150768 11.750000000000002 11.449999809265138 8.1500000953674334 255.50000000000003 9.2500000000000018 60.534999847412116 14.750000000000002 0.83892762660980236 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 3 -3 4 5 -2 7 -5 -9 14 -11 12 16 -14 -8 -16 -12 -1 -19 24 26 22 -22 -24 25 -20 28 -28 -21 -30 right_child=1 2 -4 6 -6 -7 9 8 -10 10 11 -13 13 -15 15 -17 -18 18 19 20 21 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=3.7103624228304979e-05 0.046855751969950635 0.0165835699706804 -0.013898921684021986 0.062447014747356824 -0.012279242331472536 -0.00025401044314583908 -0.013416313180100654 0.032078919041066849 0.0001766287520977444 -0.016441701145266139 0.038434730382692635 0.0024951314227674871 0.014012818089464592 -0.018538545249612071 0.028420498610939832 -0.0028579074265525761 0.013063160325996146 -0.0048204486731316769 -0.0032479763450101022 0.001021735430697513 0.00023115548461758725 0.00027219552778516456 0.011609219586776402 0.0029273666163386739 -0.0061960954676826743 0.066047066263854509 -0.00081653626233499246 -0.0042445680691602858 0.042733756756828424 -0.008059752987901448 leaf_weight=1199765 47 40 189 22 24 26 138 29 116 42 33 1204 42 32 20 103 86 2540 40 7044 2270 48781 1187 2249 1793 20 58705 3570 69 64 leaf_count=1199765 47 40 189 22 24 26 138 29 116 42 33 1204 42 32 20 103 86 2540 40 7044 2270 48781 1187 2249 1793 20 58705 3570 69 64 internal_value=6.34965e-06 0.00245565 -0.00857447 0.00374175 0.0195971 0.0300769 0.00291798 0.0139198 0.00655709 0.00183721 0.00326662 0.00385914 0.0123683 -6.34471e-05 -0.0060437 0.00222801 0.020099 2.30528e-06 -0.000323021 -0.000232209 -0.000155653 0.000627058 0.0036608 0.0059266 -0.00535271 0.0198504 -0.000769711 -0.00101305 0.00134177 0.0182918 internal_weight=1.33029e+06 2193 229 1964 97 73 1867 167 145 1700 1439 1397 193 74 261 123 119 1.3281e+06 128332 125792 123939 54487 5706 3436 1853 60 69452 62275 7177 133 internal_count=1330290 2193 229 1964 97 73 1867 167 145 1700 1439 1397 193 74 261 123 119 1328097 128332 125792 123939 54487 5706 3436 1853 60 69452 62275 7177 133 is_linear=0 shrinkage=0.05 Tree=553 num_leaves=31 num_cat=0 split_feature=80 27 87 15 2 84 124 32 31 64 8 40 40 34 33 12 31 31 89 35 83 23 35 92 78 6 102 8 12 15 split_gain=5.11377 7.13128 7.95875 7.30519 7.83523 7.0506 7.0273 6.81198 6.75569 8.75095 9.38372 9.03889 7.33094 6.75257 6.52222 6.4048 6.27905 6.32628 6.45794 7.18701 9.01084 7.52387 6.0811 5.96012 5.75228 6.46038 5.61068 5.48036 5.1377 7.04889 threshold=332.34812927246099 337.50000000000006 0.80740728974342357 1.7050000429153445 20.500000000000004 0.90338134765625011 0.98897820711135875 15.34999990463257 1022.5499877929689 16.945000648498539 11.750000000000002 4.9500000476837167 11.449999809265138 12.750000000000002 8.3499999046325701 3.0149999856948857 1023.9500122070314 1021.5499877929689 -0.92673826217651356 10.150000095367433 333.58702087402349 8.0850000381469744 11.650000095367433 0.99562522768974315 45.364999771118171 12.150000095367433 0.67595073580741893 18.750000000000004 0.63499999046325695 0.74500000476837169 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 2 6 7 14 8 27 -3 9 10 26 22 13 24 -5 -14 17 -8 -19 -20 21 -21 -12 -7 -11 -26 -6 -2 29 -1 right_child=1 3 -4 4 5 23 16 -9 -10 12 11 -13 15 -15 -16 -17 -18 18 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0012779079221788929 -0.00079990257225941565 -0.0038847176105303808 -0.0020411030253554927 0.027755808810733501 0.0039773794459910319 -0.0032555300595672569 0.0041296524942644811 0.01371447295683099 -0.0062913879771135245 0.01000386591630224 -0.00083262056452843762 -0.017348290929062801 0.0053896857846883091 -0.0023060815475003881 0.004505075841640116 0.043200302140515609 -0.0030217686818408158 -0.0034186349809169772 0.0013689861410324845 0.0058754164792065118 0.052502360325996526 0.043135748989880089 0.0092071248646580471 -0.021008183721909827 -0.019459687232867715 0.0045363623165804159 -0.0039999368300446094 0.015557957099428258 3.1114497767094965e-05 0.00090238425717429748 leaf_weight=15752 3341 1057 11082 31 277 438 529 58 273 519 221 44 21 241 1116 24 216 35 34 42 27 20 475 53 36 127 1079 52 1288222 4848 leaf_count=15752 3341 1057 11082 31 277 438 529 58 273 519 221 44 21 241 1116 24 216 35 34 42 27 20 475 53 36 127 1079 52 1288222 4848 internal_value=6.03217e-06 -0.00075941 -0.00133289 0.000688692 0.00150851 0.000422348 0.000494032 -0.00296924 0.00124546 0.00191699 0.000101075 0.0046298 0.00584897 0.0048882 0.00513347 0.0255553 0.00441398 0.00675186 0.0155313 0.0209235 0.0283938 0.0178949 0.00601922 -0.0051718 0.00743046 -0.000763379 -0.00237035 -0.000549207 1.85874e-05 -0.000764798 internal_weight=1.33029e+06 21468 15378 6090 4975 3828 4296 1115 3337 3064 2096 740 968 923 1147 45 903 687 158 123 89 62 696 491 682 163 1356 3393 1.30882e+06 20600 internal_count=1330290 21468 15378 6090 4975 3828 4296 1115 3337 3064 2096 740 968 923 1147 45 903 687 158 123 89 62 696 491 682 163 1356 3393 1308822 20600 is_linear=0 shrinkage=0.05 Tree=554 num_leaves=31 num_cat=1 split_feature=14 136 83 121 95 112 21 7 77 64 39 0 98 33 23 129 28 116 15 31 127 39 39 42 60 107 23 26 0 63 split_gain=4.9828 20.6028 19.4126 16.8861 21.6506 23.8792 22.2874 16.7099 15.7476 23.8844 15.008 16.7779 14.607 14.414 13.4722 13.3387 21.0521 18.0946 19.0532 16.0613 16.2912 25.3321 23.0954 24.7482 20.2522 23.9898 17.6448 16.5117 16.2435 15.0094 threshold=2.4650000333786015 0 297.02310180664068 -0.74892720580101002 0.036268025636672981 -0.8703225553035735 7.8750000000000009 11.34999990463257 25.005000114440922 7.8750000000000009 13.449999809265138 289.50000000000006 -0.71583524346351612 13.34999990463257 6.4849998950958261 306.50000000000006 1007.1499938964845 0.41467745602130895 3.0849999189376835 1016.4500122070314 -0.5663846731185912 13.050000190734865 15.449999809265138 9.2500000000000018 0.79884186387062084 -0.99049475789070118 6.7850000858306894 292.50000000000006 260.50000000000006 0.5242079794406892 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 15 4 14 6 10 8 -1 -10 -6 13 -4 -12 -2 16 17 -3 -19 20 21 29 23 24 28 27 -25 -26 -23 -18 right_child=1 2 12 -5 5 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 19 18 -20 -21 -22 22 -24 26 25 -27 -28 -29 -30 -31 leaf_value=5.5641499940963998e-05 0.0053195803131686958 0.0027352176063174471 0.00069941510456734968 3.8168855346746615e-05 0.0073191957019459082 0.00025011768370557729 0.0028863345693018617 0.0014785068755273087 -0.003063566233131323 0.0012979729822148334 0.052851111965923847 0.010602942277679989 -0.0013859553010897756 0.015870021066001182 -0.0065732495534425728 -0.0058629005864868572 -0.0081893638998108299 0.0014846073697108407 -0.0070416552556934135 -0.00057335998176560876 -0.0013545805658250693 0.0091940343260302863 -0.0074931799059964168 0.0063673288970365356 0.0086947429473511872 -0.0061972686019843865 -0.011089627854117885 0.061527176041688239 -0.0015072631858401078 -0.0028922890633390208 leaf_weight=970449 301 6517 35997 168137 1301 6977 5714 20363 9499 4688 57 177 10952 49 1140 1407 3195 1539 1141 45626 28401 1334 1011 193 50 692 579 21 483 2300 leaf_count=970449 301 6517 35997 168137 1301 6977 5714 20363 9499 4688 57 177 10952 49 1140 1407 3195 1539 1141 45626 28401 1334 1011 193 50 692 579 21 483 2300 internal_value=5.73056e-06 -0.00016436 -0.000618014 0.000184659 0.001752 0.00234163 0.00434114 6.07843e-05 3.14647e-05 -0.00162232 0.0095891 0.0200243 0.000212952 0.0357561 -0.00408904 -0.00103096 -0.000957926 0.001313 -0.00214542 -0.00120691 -0.00196245 -0.00371371 -0.000869235 0.00112862 0.00347873 -0.00335741 -0.00672539 0.0243212 0.00634939 -0.00597221 internal_weight=1.33029e+06 325291 141438 183853 15716 14275 7298 1.005e+06 984636 14187 1584 283 46949 106 1441 94489 93082 9197 2680 83885 38259 9858 4363 3352 2580 763 772 71 1817 5495 internal_count=1330290 325291 141438 183853 15716 14275 7298 1004999 984636 14187 1584 283 46949 106 1441 94489 93082 9197 2680 83885 38259 9858 4363 3352 2580 763 772 71 1817 5495 cat_boundaries=0 1 cat_threshold=409 is_linear=0 shrinkage=0.05 Tree=555 num_leaves=31 num_cat=2 split_feature=8 27 12 136 39 102 66 32 33 136 18 118 127 123 29 39 63 21 62 115 88 35 106 120 32 127 15 112 39 122 split_gain=5.18482 9.67249 8.39156 12.8555 22.5535 23.2269 18.2209 13.1895 11.2463 15.4857 13.5789 26.9333 18.5778 13.9881 13.2987 16.7073 13.6688 19.9155 14.2342 12.8904 12.4424 12.3549 12.3645 12.0928 11.9804 11.2153 10.9255 12.5319 10.8875 10.7736 threshold=16.050000190734867 163.50000000000003 3.0949999094009404 0 11.250000000000002 0.21859051287174228 45.454999923706062 11.449999809265138 11.84999990463257 1 10.405000209808351 -0.97988739609718312 -0.88697704672813404 0.8038262426853181 1000.4500122070314 10.550000190734865 0.7541051208972932 6.9349999427795419 0.74541336297988903 -0.98897820711135853 -0.999922215938568 6.7500000000000009 -0.72365316748619068 -0.47714059054851526 9.8499999046325701 0.77159520983695995 3.0649999380111699 -0.35019405186176294 15.750000000000002 -0.82409480214118946 decision_type=2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 26 4 7 -6 -7 -4 14 -10 19 12 -12 20 -5 21 29 18 24 -11 -13 -16 -23 -19 -18 -20 -3 -28 -22 -17 right_child=1 2 3 8 5 6 -8 -9 9 10 11 13 -14 -15 15 16 17 23 25 -21 28 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=9.2640313055106839e-06 0.008855442601430041 0.0011866602027002409 -0.013752851315794283 -0.0064139554755403439 -0.011499631751340863 0.0059051306781213401 -0.0023129954403661684 0.0024048577419130087 -0.010468507855889634 0.010153957675556068 0.065027412767866985 0.030594405516817733 0.0031301150945099916 -0.017886709091231821 -0.008793454429582126 -0.0096279053126190964 -0.018295622128061951 0.012578610196971714 0.046546306503070914 -0.0058235411596850193 -0.00050188090192562545 -0.0068559254957800035 0.0009552549892758058 -0.0041071146303141457 0.019153921531720297 0.0091795783865953658 0.0049218418534021612 0.024364510182488669 0.014710982657999286 0.002411087688508473 leaf_weight=1299059 356 10373 329 684 249 3296 848 205 548 135 27 34 22 107 510 196 28 199 71 1945 2684 618 2811 239 90 28 836 92 123 3582 leaf_count=1299059 356 10373 329 684 249 3296 848 205 548 135 27 34 22 107 510 196 28 199 71 1945 2684 618 2811 239 90 28 836 92 123 3582 internal_value=2.45775e-05 0.00066085 0.000566468 -5.89795e-05 0.00214843 0.00333223 0.00422343 -0.00754999 -0.000800712 -0.00255717 -0.00167931 0.000471584 0.0372368 -0.000139507 0.000289403 0.000837073 0.00294256 0.00961059 0.0219972 -0.00478654 0.000528903 -0.00153247 -0.000452534 0.00347384 0.0102676 0.0359779 0.00165166 0.00684935 0.000164732 0.00178651 internal_weight=1.33032e+06 31265 30909 19608 4927 4393 4144 534 14681 5625 5077 2997 49 2948 9056 8372 4433 655 217 2080 2841 3939 3429 438 118 99 11301 928 2807 3778 internal_count=1330324 31265 30909 19608 4927 4393 4144 534 14681 5625 5077 2997 49 2948 9056 8372 4433 655 217 2080 2841 3939 3429 438 118 99 11301 928 2807 3778 cat_boundaries=0 1 2 cat_threshold=1281 2144 is_linear=0 shrinkage=0.05 Tree=556 num_leaves=31 num_cat=2 split_feature=60 9 52 18 60 37 136 4 120 65 78 82 120 126 42 86 136 108 35 2 84 121 104 34 83 96 38 64 30 55 split_gain=5.14485 8.79181 7.90282 13.6666 13.627 12.3262 10.1942 11.1543 10.0807 10.0398 19.5848 14.4602 12.3676 13.6904 19.9042 14.6842 14.4731 17.2273 15.8585 12.9661 13.6028 12.3971 12.3115 11.5038 10.9733 11.6856 14.2989 14.0123 13.4656 11.626 threshold=0.93688204884529125 4.4500000476837167 99.075000762939467 14.550000190734865 0.80821016430854808 11.250000000000002 0 11.449999809265138 -0.82409480214118946 35.045000076293952 21.204999923706058 230.54531860351565 0.0087262028828263907 0.84335932135581981 7.3500001430511483 0.7135811746120454 1 0.79797765612602245 8.7500000000000018 165.50000000000003 0.77415490150451671 -0.8338540494441985 -0.60907709598541249 14.050000190734865 302.10302734375006 -0.96203091740608204 11.150000095367433 58.104999542236335 1003.9500122070314 48.454999923706062 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 9 4 -4 8 7 -7 -5 -1 11 -11 13 14 15 -12 17 18 -17 20 -16 22 -18 -20 25 28 -27 -28 -13 -30 right_child=1 -3 3 5 -6 6 -8 -9 -10 10 12 24 -14 -15 19 16 21 -19 23 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=4.393357328090887e-05 0.00071781889485318532 -0.0050972438346099727 0.0075509675000273099 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0.000809425 0.00272394 -0.00401725 1.37766e-05 -0.000621243 -0.00154933 0.000266593 -0.000186603 -0.000946798 -0.000684319 -0.00107762 0.0062825 0.00453909 -0.0116496 0.0137254 -0.00138122 -0.00622616 0.00831214 -0.00114098 -0.00181699 -0.00269178 -0.00347438 4.28548e-05 -0.000612326 internal_weight=1.33032e+06 2600 1.32772e+06 17065 4740 12325 10818 4223 1507 1.31066e+06 59421 29052 30369 25271 17713 17289 16115 632 602 424 45 15483 1217 495 25619 17956 12212 10099 5744 5352 internal_count=1330324 2600 1327724 17065 4740 12325 10818 4223 1507 1310659 59421 29052 30369 25271 17713 17289 16115 632 602 424 45 15483 1217 495 25619 17956 12212 10099 5744 5352 cat_boundaries=0 1 2 cat_threshold=1556 16 is_linear=0 shrinkage=0.05 Tree=557 num_leaves=31 num_cat=4 split_feature=12 15 14 136 16 14 8 136 67 12 12 36 29 25 34 124 109 108 76 43 40 7 20 40 123 29 136 36 15 136 split_gain=4.86565 29.2331 22.2225 45.3612 19.1797 18.9523 18.7978 18.9283 14.1828 13.6487 11.6574 10.8795 9.9098 13.2935 9.26578 8.01603 10.9245 7.73118 9.46339 7.34221 23.0698 20.2126 13.7967 16.8825 15.6353 13.608 13.7929 21.2243 14.0147 12.1885 threshold=0.94499999284744274 1.2849999666213991 0.90500000119209301 0 6.4600000381469735 0.76499998569488536 7.0499999523162851 1 10.355000019073488 1.044999957084656 1.2450000047683718 10.449999809265138 1007.9500122070314 218.50000000000003 13.949999809265138 -0.84335932135581959 -0.62486237287521351 0.39843353629112249 0.69499999284744274 13.449999809265138 13.050000190734865 7.7500000000000009 9.0150003433227557 9.6500000953674334 0.47714059054851538 1018.3500061035157 2 17.44999980926514 1.2649999856948855 3 decision_type=2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 left_child=1 6 3 4 10 15 7 11 12 -7 -2 -1 13 -3 -8 -5 -17 18 -9 -4 21 -21 23 -23 -24 -22 27 -27 -29 -25 right_child=2 8 19 5 -6 9 14 17 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 25 22 24 29 -26 26 -28 28 -30 -31 leaf_value=0.034921576141972437 -0.0011897587410056101 0.052789645868799209 -9.3376104129116694e-06 0.0012998261894832991 0.0014340788586625439 0.0018933694314512577 0.0034619504871047815 0.0071772068336021849 0.016990843600808429 0.0066287947693033271 -0.0070086561332797503 -0.00024330674939743746 0.0028482487424240626 0.0073982146120181794 0.00051302928547002134 0.044224116000635874 0.012881693266748867 -0.0022170436576621727 -0.00074218241602267473 0.0015034340604340036 -5.4328603727128009e-05 -0.002066830043240978 0.012308023518320018 0.0037226941246319939 0.049485634000518836 0.0058785387968871032 0.0015674999676084222 0.07025577371474355 0.021717929746955633 0.012539663694058199 leaf_weight=22 3729 23 1073348 146 8202 3441 4096 400 195 2728 1119 102377 4016 54 7618 29 673 20186 6626 8886 72242 526 120 806 37 443 7347 20 58 811 leaf_count=22 3729 23 1073348 146 8202 3441 4096 400 195 2728 1119 102377 4016 54 7618 29 673 20186 6626 8886 72242 526 120 806 37 443 7347 20 58 811 internal_value=2.21773e-05 -0.000250575 5.57013e-05 0.00170544 -3.95851e-05 0.0049438 -0.000373978 -0.000547336 0.00381657 0.00398743 -0.00253286 -0.000235729 0.00318892 0.0209567 0.00154417 0.0119595 0.0141765 -0.0017192 -0.000291321 2.7276e-05 0.000457734 0.00258476 0.00676242 0.00571425 0.0210696 0.000160732 0.00213536 0.00992269 0.0341635 0.00824538 internal_weight=1.33032e+06 145613 1.18471e+06 20067 13050 7017 141325 129611 4288 6169 4848 102399 4093 77 11714 848 702 27212 7026 1.16464e+06 91296 11186 2300 2143 157 80110 7868 521 78 1617 internal_count=1330324 145613 1184711 20067 13050 7017 141325 129611 4288 6169 4848 102399 4093 77 11714 848 702 27212 7026 1164644 91296 11186 2300 2143 157 80110 7868 521 78 1617 cat_boundaries=0 1 2 3 4 cat_threshold=2080 7970 4866 5220 is_linear=0 shrinkage=0.05 Tree=558 num_leaves=31 num_cat=5 split_feature=17 54 136 16 122 36 27 12 38 120 116 8 136 16 4 31 136 20 127 28 136 83 19 116 32 136 28 31 108 15 split_gain=4.83699 7.9042 9.14178 7.77978 7.20139 6.66725 6.49606 5.16593 4.90684 4.87481 25.9021 27.76 33.2035 21.7995 21.3036 28.4458 23.7901 20.2832 28.7739 19.8641 18.98 20.518 17.8574 16.9208 24.6077 21.8083 14.8448 19.474 15.3 14.6794 threshold=22.289999961853031 8.4449996948242205 0 22.289999961853031 -0.35019405186176294 15.650000095367433 301.50000000000006 3.054999947547913 14.150000095367433 0.28400452435016638 -0.28400452435016627 8.0500001907348651 1 13.344999790191652 4.5499999523162851 1012.8500061035157 2 5.5950000286102304 -0.026175950653851029 1020.6499938964845 3 293.62068176269537 15.405000209808351 -0.043617725372314446 13.34999990463257 4 997.54998779296886 1010.9500122070314 -0.9747985005378722 1.9550000429153445 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 2 left_child=3 2 4 9 8 -5 7 -6 -2 -1 14 13 19 -12 -11 16 -16 18 20 22 21 -17 26 24 -14 -26 28 -28 -13 -15 right_child=1 -3 -4 5 6 -7 -8 -9 -10 10 11 12 23 29 15 17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=6.0973287821910511e-05 -0.0029348170802254102 -0.0043654757301877338 -0.00088999354890461995 0.011454808221726859 0.024091309043578805 -0.0070839018506618839 0.0045917911368801639 0.052312108594924217 0.017910807508636606 2.266668390070781e-05 -0.00059615084373040796 0.053660468697886578 -0.0049295404226308336 0.0016346421824133756 0.0031787825901927942 0.013811669462329965 -0.0025776334139795513 0.0020994501017010539 -0.0012926067069506776 -0.0033361202175405413 0.0045508881908058758 -0.0080444072054018292 -0.0039583779602994492 -0.004446647250585343 0.012108508022467825 -0.0018535541649427265 -0.0030226976065323534 0.0022117548107802505 0.0097831379766462421 -0.00015088947984875578 leaf_weight=1100637 58 163 153 253 50 60 27 24 55 31244 102372 22 1118 22309 3023 1621 4387 6828 919 4223 1525 115 1826 11485 585 529 2248 8478 205 23782 leaf_count=1100637 58 163 153 253 50 60 27 24 55 31244 102372 22 1118 22309 3023 1621 4387 6828 919 4223 1525 115 1826 11485 585 529 2248 8478 205 23782 internal_value=2.10751e-05 0.00479673 0.00886605 1.91717e-05 0.0151737 0.00790106 0.0255845 0.033244 0.00721128 1.73161e-05 -0.000192655 -0.000472704 -0.00184087 -0.000189612 0.000817767 0.00216656 -0.000228422 0.00377874 0.00652185 -0.000362928 0.00872408 0.012293 0.000619321 -0.00366981 0.000311053 0.00557046 0.00138248 0.0011147 0.0140356 0.000713345 internal_weight=1.33032e+06 530 367 1.32979e+06 214 313 101 74 113 1.32948e+06 228844 179182 30719 148463 49662 18418 7410 11008 4180 17002 3261 1736 12779 13717 2232 1114 10953 10726 227 46091 internal_count=1330324 530 367 1329794 214 313 101 74 113 1329481 228844 179182 30719 148463 49662 18418 7410 11008 4180 17002 3261 1736 12779 13717 2232 1114 10953 10726 227 46091 cat_boundaries=0 1 2 3 4 5 cat_threshold=1873 3284 1232 1894 776 is_linear=0 shrinkage=0.05 Tree=559 num_leaves=31 num_cat=1 split_feature=28 77 37 12 78 20 60 10 52 107 39 67 103 136 6 28 125 22 83 22 79 35 79 133 135 28 104 12 65 107 split_gain=4.73462 7.54791 7.9268 7.20058 5.14079 4.80045 4.63726 7.22267 7.03324 11.3644 12.9749 12.6858 12.4589 15.0977 41.35 21.6509 19.5233 16.1035 17.9722 13.4853 13.4703 13.054 12.9817 12.9119 15.0176 14.0802 16.494 11.2026 11.0409 20.3171 threshold=1034.4500122070315 11.815000057220461 10.250000000000002 3.1950000524520878 18.255000114440922 9.0749998092651385 0.93688204884529125 5.2500000000000009 66.134998321533217 -0.59790942072868336 11.449999809265138 41.444999694824226 0.18272951245307925 0 11.650000095367433 1022.7500000000001 -0.74892720580101002 9.055000305175783 296.53349304199224 10.25500011444092 43.924999237060554 10.750000000000002 14.164999961853029 1022.5499877929689 1015.5499877929689 1011.1499938964845 -0.80384841561317433 3.0949999094009404 35.045000076293952 -0.84509876370429982 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 5 -4 -2 8 -8 28 10 -10 27 19 14 15 17 -16 18 -14 20 23 -19 -15 24 25 26 -13 -12 -1 -30 right_child=1 2 4 -5 -6 -7 7 -9 9 -11 11 12 13 22 16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=3.3018305344159782e-05 0.010673618363829233 0.0029736576205915445 0.04810982289910317 -0.012525551909229894 0.014099858617410064 -0.0030318517443340496 0.00011611620269813155 -0.005237490005438575 -0.0013165417980179088 -0.0010804536971369789 0.0033848364385287788 0.021265281303744533 0.019372554047791691 0.0078839162602154112 0.022913877145273966 -0.0072407382056236457 0.076246744273521475 0.018901379127895839 0.070389644411348165 -0.0046568428337774798 -0.019539444226705071 0.0027073000188759201 0.0018339865597082356 0.031737010031029946 -0.018050742920679163 0.0012355599498573974 0.00028495937905972821 0.00012386095986803908 -0.0020199249186325353 4.6572598850948065e-05 leaf_weight=1240693 171 43 25 69 20 102 1528 1072 4458 7055 3327 226 97 1182 37 195 32 187 21 892 63 372 3549 41 78 945 160 12638 18869 32177 leaf_count=1240693 171 43 25 69 20 102 1528 1072 4458 7055 3327 226 97 1182 37 195 32 187 21 892 63 372 3549 41 78 945 160 12638 18869 32177 internal_value=2.00268e-05 0.00526578 0.0183251 0.00190549 0.0329943 0.00555289 1.83307e-05 -0.00209122 2.2463e-05 0.00071621 0.00116096 0.00162036 0.0032351 0.00451382 0.0102784 0.00743928 0.047648 0.0116676 0.0284519 0.000219344 0.00309413 0.00812464 0.00333845 0.00407752 0.00327267 0.00452228 0.0125688 0.000803427 3.3677e-06 -0.000717302 internal_weight=1.33032e+06 430 88 342 45 273 1.32989e+06 2600 1.32729e+06 35555 28500 24042 8077 5672 941 872 69 677 118 2405 1513 559 4731 1450 1409 1331 386 15965 1.29174e+06 51046 internal_count=1330324 430 88 342 45 273 1329894 2600 1327294 35555 28500 24042 8077 5672 941 872 69 677 118 2405 1513 559 4731 1450 1409 1331 386 15965 1291739 51046 cat_boundaries=0 1 cat_threshold=144 is_linear=0 shrinkage=0.05 Tree=560 num_leaves=31 num_cat=1 split_feature=79 16 76 107 133 30 67 64 76 121 64 136 29 13 98 4 36 8 105 127 106 134 29 97 75 87 29 111 107 110 split_gain=5.17721 20.3336 17.862 18.9497 16.0538 15.7105 15.4186 26.3458 30.5123 24.4202 19.6709 19.4773 21.5344 19.0094 18.3174 17.0636 16.5406 16.3564 16.1932 16.1522 15.6902 19.0868 18.4582 15.2848 14.5231 14.1595 14.0548 13.9835 13.7554 13.8058 threshold=7.6649999618530282 18.219999313354496 4.4549999237060556 -0.83654621243476857 1023.1499938964845 1015.3500061035157 8.1750001907348651 4.8450000286102304 8.5850000381469744 0.026175950653851036 20.615000724792484 0 1023.4500122070314 2.1750000715255742 -0.98955249786376942 6.3500001430511483 13.150000095367433 13.949999809265138 -0.56835761666297901 -0.86159634590148915 -0.99330073595046986 1024.2500000000002 1018.3500061035157 -0.21192895621061322 0.61382693052291881 0.68676304817199718 1022.0499877929689 0.44795736670494085 -0.95540857315063465 -0.89956185221672047 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 5 -5 28 10 13 20 11 -1 12 17 -8 -14 -11 -17 -10 -15 -13 21 22 -9 -12 -6 -3 -18 -21 29 -4 right_child=1 25 3 4 24 -7 7 8 9 15 23 19 14 18 -16 16 26 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=9.1308292449416555e-06 0.0015298518278954931 -0.016697964544567328 0.011676090522406257 9.9491477502752562e-05 0.016747058311628996 -0.001208342116962087 0.0045166621421047406 -0.00061930798085887181 0.0037237522717642746 0.0023127295930196723 -0.0020156192134369974 0.0071892482216878544 0.048470931665910828 0.001347959669871256 0.013041264348553658 -0.0078166044359829021 0.0001085476517109889 0.012463295278349827 -0.014590454094388347 -0.0014140199713856994 -0.00038008412911330771 0.04259268524534679 0.004469613945309407 -0.010490350910505205 -0.0074522714626056785 -0.0027863768516383576 0.033046127696905063 0.0039038176438757019 -0.00061428027069624735 0.00087767377961334983 leaf_weight=862616 15637 190 301 230152 66 67737 6263 3534 5596 1792 5591 1020 41 463 331 1279 683 592 243 3734 54022 29 3594 588 1023 4901 34 1848 38474 17795 leaf_count=862616 15637 190 301 230152 66 67737 6263 3534 5596 1792 5591 1020 41 463 331 1279 683 592 243 3734 54022 29 3594 588 1023 4901 34 1848 38474 17795 internal_value=-1.00454e-05 -0.000167104 -0.000124058 -0.000196797 7.08343e-05 -0.000694656 5.19084e-05 0.000694215 0.000431464 0.00230869 -1.10052e-05 0.00332683 0.00525424 0.0036399 0.0169461 -0.00122896 -0.00440868 0.00455986 -0.00413792 0.00140159 -8.86343e-05 0.00211127 0.00194657 -0.00282208 -0.00598565 -0.00330557 0.00167044 0.000346525 -7.95671e-05 0.00105729 internal_weight=1.33017e+06 376276 371185 355548 231241 124307 953893 85098 78129 16950 868795 13162 6560 6969 372 3788 1996 6188 706 6602 61179 7157 7128 6179 1089 5091 717 5582 56570 18096 internal_count=1330169 376276 371185 355548 231241 124307 953893 85098 78129 16950 868795 13162 6560 6969 372 3788 1996 6188 706 6602 61179 7157 7128 6179 1089 5091 717 5582 56570 18096 cat_boundaries=0 1 cat_threshold=5393 is_linear=0 shrinkage=0.05 Tree=561 num_leaves=31 num_cat=1 split_feature=1 136 9 38 104 55 23 36 14 115 102 67 38 17 67 78 71 76 80 27 21 97 12 35 32 64 20 22 69 118 split_gain=5.14394 21.3484 14.8344 17.7535 19.0059 30.0637 14.5595 19.1188 13.3459 11.9358 11.7386 10.6667 13.4152 18.5905 12.4708 10.3461 14.6565 9.96405 9.86304 9.54286 9.16287 15.0594 8.9893 20.6211 19.8066 16.1341 15.928 12.9221 10.4875 11.0497 threshold=55.500000000000007 0 11.250000000000002 13.650000095367433 -0.88545760512351979 110.27499771118165 10.00500011444092 12.750000000000002 4.3450000286102304 -0.95878320932388295 0.23961955308914187 5.4149999618530282 18.550000190734867 17.029999732971195 52.774999618530281 5.2750000953674325 289.30931091308599 34.114999771118171 346.28652954101568 159.50000000000003 8.4449996948242205 -0.97879692912101735 2.2150000333786015 4.9500000476837167 7.1499998569488534 30.335000038146976 6.1349999904632577 9.2449998855590838 314.51925659179693 0.95878320932388317 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 22 11 4 5 10 8 -8 9 -6 -4 -3 14 15 17 16 -14 -13 -2 -11 21 -9 26 -24 -25 28 27 -1 -26 -30 right_child=18 2 3 -5 6 -7 7 20 -10 19 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 29 -31 leaf_value=0.0015752461716406466 -4.1269019379651767e-05 0.00029686216730460209 -0.011401640768162906 -0.0063197473028817055 -0.0094561034294331752 0.064203992844731717 -0.0062498969169190299 0.015720419571734964 -0.014468529694610932 0.031248765671140672 0.0183833139533379 -0.0010685573478288995 0.0015130865753797645 0.056312003899365665 0.0032790542096257907 -0.0010219220455398718 0.039536786987941636 -0.010953426989704074 -0.002642797614348109 -0.0004145894628817197 0.013343597922357731 0.076343909429297571 -0.0059225526600702157 0.0092375461644848 0.0025495767808926578 -0.00021486782231382119 -0.00018905774519097595 0.039077723917105928 -0.00091332096553399425 0.0065888461718301141 leaf_weight=17332 1137140 53714 55 2176 392 27 65 20 204 24 83 31769 55 20 1674 174 47 257 3655 2800 41 21 951 816 20611 11251 39973 23 4244 555 leaf_count=17332 1137140 53714 55 2176 392 27 65 20 204 24 83 31769 55 20 1674 174 47 257 3655 2800 41 21 951 816 20611 11251 39973 23 4244 555 internal_value=-9.54314e-06 0.000231785 -0.000305119 -0.00273025 -0.000637338 0.0159529 -0.00140476 0.0140032 -0.00206703 -0.00128037 0.0065125 -0.000141801 -0.000834893 0.00976309 -0.000927979 0.00638998 0.0190338 -0.00114788 -4.96041e-05 -0.000145496 0.0300575 0.0467715 0.000756654 0.00134844 0.00153295 0.00136146 0.000360099 0.00162495 0.00205943 -4.57021e-05 internal_weight=1.33017e+06 189374 93618 5908 3732 165 3567 147 3420 3216 138 87710 33996 296 33700 276 102 32026 1.1408e+06 2824 82 41 95756 38428 37477 36661 57328 17355 25410 4799 internal_count=1330169 189374 93618 5908 3732 165 3567 147 3420 3216 138 87710 33996 296 33700 276 102 32026 1140795 2824 82 41 95756 38428 37477 36661 57328 17355 25410 4799 cat_boundaries=0 1 cat_threshold=3484 is_linear=0 shrinkage=0.05 Tree=562 num_leaves=31 num_cat=1 split_feature=98 58 81 136 67 21 122 54 52 1 28 62 71 15 66 27 14 36 89 78 39 6 105 84 15 61 36 83 25 7 split_gain=5.08014 10.1576 11.0754 12.8473 12.6928 17.4474 29.7211 13.3194 21.7058 16.3986 13.5741 13.5445 13.4081 16.2405 16.2495 13.2105 12.0163 11.597 14.5157 11.2929 12.7459 11.2067 11.1298 10.7278 10.5474 12.2305 10.5198 10.384 9.78499 9.63314 threshold=-0.9937288463115691 284.08903503417974 264.52885437011724 0 10.494999885559084 7.4349999427795419 -0.86159634590148915 14.184999942779543 10.434999942779543 212.50000000000003 1009.7500000000001 0.62960425019264232 279.32334899902349 2.4850000143051152 11.525000095367433 273.50000000000006 1.185000002384186 12.750000000000002 -0.97276049852371205 56.885000228881843 13.84999990463257 6.8500001430511483 -0.787217617034912 0.80863562226295482 1.325000047683716 0.69063735008239757 12.650000095367433 273.68846130371099 264.50000000000006 3.1499999761581425 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 16 6 15 8 9 11 -11 -8 13 14 -10 -6 -5 -13 -19 20 22 -16 27 -23 25 -3 -27 -9 -22 -7 right_child=-2 24 -4 4 5 29 7 19 12 10 -12 17 -14 -15 21 -17 -18 18 -20 -21 28 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00026423578056496616 1.5470794912030235e-05 -0.00034819129539367651 -0.00064708940221867817 0.0054125144215542952 0.056684484439236786 -0.0020627503580415156 -0.0014578502831754576 0.0019688784072382586 0.016569659962717975 0.053865220800175195 0.013281455106185511 0.0014672202317832183 0.0041495610853995784 0.012352625719338123 0.089982114583253864 0.016786430632303721 -0.001656830390665854 0.048978116381026449 0.0071555144085389813 0.036733636579343247 0.044401172785596417 0.021390225519628631 -0.0068865921247003971 0.071460587806068371 -0.0028612819026677745 0.022198489679525164 0.0023432139275746814 0.04526895441580564 0.0073583695688284939 0.0032513851215689206 leaf_weight=14438 1251269 2584 44469 755 42 1168 478 45 35 28 78 78 66 70 20 41 2949 42 41 21 22 23 436 20 7404 116 157 20 94 3160 leaf_count=14438 1251269 2584 44469 755 42 1168 478 45 35 28 78 78 66 70 20 41 2949 42 41 21 22 23 436 20 7404 116 157 20 94 3160 internal_value=-9.06599e-06 -0.000398193 -0.000178844 0.000682654 0.00208555 0.00350315 0.00779523 0.0062974 0.00996072 0.00578822 0.0240017 0.0027669 0.023245 0.0307467 0.0438854 0.0369758 -0.00021586 0.0153099 0.0283188 0.000676087 -0.000551156 0.0590608 -0.00400913 0.0446788 -0.00186549 0.00071515 0.0107799 0.015292 0.0143837 0.00181726 internal_weight=1.33017e+06 78900 68639 24170 9732 6028 1700 1617 979 745 106 639 234 168 98 83 3704 161 83 638 617 63 501 43 10261 2857 273 65 116 4328 internal_count=1330169 78900 68639 24170 9732 6028 1700 1617 979 745 106 639 234 168 98 83 3704 161 83 638 617 63 501 43 10261 2857 273 65 116 4328 cat_boundaries=0 1 cat_threshold=3233 is_linear=0 shrinkage=0.05 Tree=563 num_leaves=31 num_cat=0 split_feature=14 7 31 42 100 17 16 9 113 9 39 33 14 15 36 115 39 12 19 11 31 133 37 31 0 125 100 10 43 29 split_gain=5.04254 14.7585 13.7075 17.0592 23.0194 23.3313 19.0782 18.7433 14.3933 25.7792 28.2141 26.0898 32.5318 26.0699 19.7933 12.4892 12.0584 12.1895 11.6829 12.5728 15.2302 16.3855 10.88 17.4202 21.9274 16.5357 14.8524 17.2664 14.6024 15.2187 threshold=2.185000061988831 10.050000190734865 1025.2500000000002 5.3500001430511483 0.32010404765605932 11.269999980926515 17.029999732971195 14.84999990463257 -0.78257837891578663 6.8500001430511483 11.84999990463257 12.34999990463257 1.8450000286102297 1.4650000333786013 9.7500000000000018 -0.84335932135581959 10.250000000000002 1.3049999475479128 20.524999618530277 12.050000190734865 1015.5499877929689 1012.8500061035157 14.550000190734865 1015.0499877929689 314.50000000000006 -0.71322327852249134 0.13513055443763736 3.6499999761581425 13.050000190734865 1026.1499633789065 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 7 15 8 9 -6 -11 12 13 -12 -10 -4 17 -17 22 20 21 -20 28 25 26 -24 27 -25 -2 -30 right_child=18 -3 3 4 5 -7 -8 -9 14 10 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=-1.1933036838820423e-05 -9.3466622213233874e-05 0.0011097070227827877 0.00096593939387195217 -0.0068653529020274735 0.0079231051753514102 0.0025523260436715409 0.0065768999806387011 0.0541908914068093 0.042977845572556059 0.0046882733982868581 0.04150061245309189 0.015029163376932018 0.0069655870650118844 0.10313001746261441 0.0012245574508143316 0.013034829008192273 -0.0032938835001304965 -0.00035425048419779592 -0.0061357502026017762 0.013540985595941333 0.0044878019376126252 0.015132184011988271 -0.004419596466898424 -0.0010226709625075743 -0.0013375545684094891 -0.0011102271933900285 0.00062133616980434225 0.0084886994528430276 0.0022565219535182232 0.036834458238445222 leaf_weight=835489 354840 32264 10935 456 538 3134 1200 24 30 86 32 61 24 37 527 232 3886 636 750 257 1880 103 4271 746 17242 32477 20951 1324 5705 32 leaf_count=835489 354840 32264 10935 456 538 3134 1200 24 30 86 32 61 24 37 527 232 3886 636 750 257 1880 103 4271 746 17242 32477 20951 1324 5705 32 internal_value=-8.61279e-06 5.98977e-05 2.039e-05 0.00125702 0.0038386 0.00492496 0.000500537 0.0103965 0.0096092 0.0140021 0.0276291 0.0404402 0.0571076 0.0745483 0.00347339 3.57762e-05 -0.00210376 0.0032244 -0.000146945 0.00296786 0.00197361 -0.00356764 -0.000168229 -0.000707708 1.07201e-05 -0.00149486 0.00102054 0.00506093 -5.30082e-05 0.00244939 internal_weight=1.33017e+06 889591 857327 21838 4949 4493 16889 1359 1335 778 240 154 93 69 557 15689 4754 868 440578 2990 2733 853 437588 77011 40263 36748 23021 2070 360577 5737 internal_count=1330169 889591 857327 21838 4949 4493 16889 1359 1335 778 240 154 93 69 557 15689 4754 868 440578 2990 2733 853 437588 77011 40263 36748 23021 2070 360577 5737 is_linear=0 shrinkage=0.05 Tree=564 num_leaves=31 num_cat=0 split_feature=72 87 64 132 19 87 56 83 110 13 129 87 17 35 60 63 98 38 58 27 124 112 87 127 74 125 104 134 29 55 split_gain=5.13928 14.33 18.821 15.9633 17.4122 25.7127 13.1209 16.1803 14.5928 13.2277 15.2392 13.0574 12.656 13.2512 12.1352 12.7397 11.9667 11.6318 19.2478 11.1467 15.4344 12.55 10.8488 21.3534 11.0358 11.4537 10.6941 15.5519 16.7262 14.1422 threshold=0.8544757366180421 0.74659553170204174 31.365000724792484 1021.1499938964845 12.699999809265138 0.70377326011657726 259.47312927246099 217.29436492919925 -0.94382983446121205 4.2049999237060556 249.50000000000003 0.75897422432899486 11.269999980926515 10.050000190734865 0.65396624803543102 0.67566779255867015 -0.96227648854255665 11.84999990463257 263.59790039062506 292.50000000000006 -0.43049471080303187 -0.93038213253021229 0.87244263291358959 -0.96811076998710621 0.90534487366676342 0.23343648016452792 -0.9904121160507201 1023.9500122070314 1018.4500122070314 50.125000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 3 -2 5 -5 -3 9 11 10 17 -9 13 -10 15 -1 -12 18 -8 -20 21 -21 24 -24 -19 -26 27 28 -14 -30 right_child=1 6 -4 4 -6 -7 7 8 12 -11 16 -13 26 -15 -16 -17 -18 22 19 20 -22 -23 23 -25 25 -27 -28 -29 29 -31 leaf_value=-2.186850079709103e-05 0.00014589632339209635 -0.00056255096895242848 -0.0026451088518475441 0.059272636545867452 0.0044133075463187489 0.0053556084328495977 -0.0044943032503604544 0.051006937820626347 -0.001657321420671343 -0.0026419059997165994 0.041931203760206703 0.0099621501934858483 -0.00027662231287407796 0.0019951442784459494 -0.00051841070596957248 0.00087927880458020784 0.0027747301268391312 -0.00055890627309881067 0.0090770632299859658 0.07021016814172841 0.013994860730052695 0.022749018985778094 0.051725863530150344 0.0062918111714773267 0.018685411592301578 -0.0039779915129218033 -1.7794979358719647e-05 0.025100277218896534 0.0063625653832803403 -0.0011755646620574883 leaf_weight=1037498 9382 23167 8980 41 248 48 215 23 2807 617 50 123 4360 21531 119720 40761 32 1430 668 26 149 30 31 156 162 85 54473 72 2450 834 leaf_count=1037498 9382 23167 8980 41 248 48 215 23 2807 617 50 123 4360 21531 119720 40761 32 1430 668 26 149 30 31 156 162 85 54473 72 2450 834 internal_value=-8.18215e-06 0.000287682 -0.000994841 0.000529946 0.0112218 0.0301938 0.000498993 0.000771267 0.000633917 0.00403187 0.00538906 0.0164281 0.000607267 0.00157389 -4.08291e-05 1.21972e-05 0.0266506 0.00479846 0.00890659 0.0122069 0.0224057 0.0447846 0.00240059 0.0138237 0.00112682 0.0108863 0.000228974 0.0019711 0.00175324 0.00444819 internal_weight=1.33017e+06 132190 18699 9719 337 89 113491 90324 86673 3651 3034 146 86527 24338 1.19798e+06 1.07826e+06 82 2952 1088 873 205 56 1864 187 1677 247 62189 7716 7644 3284 internal_count=1330169 132190 18699 9719 337 89 113491 90324 86673 3651 3034 146 86527 24338 1197979 1078259 82 2952 1088 873 205 56 1864 187 1677 247 62189 7716 7644 3284 is_linear=0 shrinkage=0.05 Tree=565 num_leaves=31 num_cat=1 split_feature=38 36 12 35 125 136 40 96 35 34 29 34 32 29 23 28 55 67 41 100 105 28 11 108 6 21 55 32 104 5 split_gain=5.84699 22.6958 18.1144 28.4525 24.5335 32.681 27.1636 25.115 22.2702 21.7458 20.9019 20.4241 29.5904 18.1724 17.6911 27.9563 17.1106 29.5323 16.6198 15.6556 16.312 21.2009 17.7652 15.4644 15.1313 15.3862 14.9132 14.8857 14.2738 15.0462 threshold=11.550000190734865 11.650000095367433 3.3850001096725468 12.050000190734865 0.078456107527017607 0 6.2500000000000009 1.0000000180025095e-35 11.650000095367433 12.84999990463257 1001.9500122070314 1.6499999761581423 8.1500000953674334 1008.9500122070314 7.8849999904632577 1016.1499938964845 11.25500011444092 11.934999942779543 11.449999809265138 0.031345389783382423 -0.97388005256652821 1005.5499877929689 9.4499998092651385 1.0000000180025095e-35 14.34999990463257 7.2750000953674325 133.41499328613284 10.250000000000002 -0.94558864831924427 15.150000095367433 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 23 9 4 7 6 10 8 -4 19 -6 -12 14 -8 15 28 -7 -18 27 -1 21 -21 -23 24 -2 -26 -14 -5 -13 -30 right_child=1 -3 3 18 5 16 13 -9 -10 -11 11 12 26 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.00099340573294065646 -0.0055950932429984501 -8.8806517460204639e-06 -0.0041810592519491048 -0.013459053103053101 -0.019512601057528566 -0.0059185099715154945 -0.018503215679207423 0.033135743126114635 0.0043680476891605194 -0.0025388827090487261 -0.0048585182041129462 -0.0081016553718971252 0.0029550316614767608 -0.00149143446648437 0.0062672900184989576 0.007043781662747885 0.015501887461469147 -0.0021135331704256548 -0.0097452555682010413 0.018294632605733878 0.00048937834218161968 0.0015591838073269876 0.0091937390614570524 -0.0010409654458304891 -0.0013473648672685202 0.045779447092730879 -0.010873788098283939 0.0058618409984184496 0.037028655407863646 -0.008311437107622624 leaf_weight=16977 2662 1051751 9523 104 101 2968 165 47 828 6208 681 23 4921 3231 979 300 262 2590 205 212 187029 7928 843 27584 43 29 203 2406 215 20 leaf_count=16977 2662 1051751 9523 104 101 2968 165 47 828 6208 681 23 4921 3231 979 300 262 2590 205 212 187029 7928 843 27584 43 29 203 2406 215 20 internal_value=2.50822e-06 -4.77592e-05 0.00022098 -0.000936258 -0.00142589 -0.000236403 0.00138635 -0.00333161 -0.0034972 0.00037816 0.00307837 0.00338914 0.00423236 -0.00231798 0.0103171 0.0174225 -0.00325535 -0.000495286 0.0039433 0.000463183 0.000589341 0.0026706 0.00229296 -0.00139648 -0.00498335 0.0176343 0.00240717 0.00506129 0.0294907 0.0331699 internal_weight=1.33104e+06 1.08207e+06 248969 29772 27057 16659 10839 10398 10351 219197 7443 7342 6661 3396 1537 558 5820 2852 2715 212989 196012 8983 8771 30318 2734 72 5124 2510 258 235 internal_count=1331038 1082069 248969 29772 27057 16659 10839 10398 10351 219197 7443 7342 6661 3396 1537 558 5820 2852 2715 212989 196012 8983 8771 30318 2734 72 5124 2510 258 235 cat_boundaries=0 1 cat_threshold=156 is_linear=0 shrinkage=0.05 Tree=566 num_leaves=31 num_cat=1 split_feature=11 30 110 31 37 52 122 64 76 99 17 25 21 126 5 120 33 36 39 123 39 22 19 62 69 136 8 39 32 10 split_gain=5.4573 8.98387 25.098 14.1181 13.3245 13.025 13.2985 11.1841 11.602 8.47004 8.54698 7.32209 13.3263 17.0491 29.1554 16.1963 18.8333 26.4975 13.5374 11.6604 10.1372 9.22525 8.74385 7.86333 8.79214 7.84584 14.6307 8.20184 11.7311 7.10071 threshold=17.250000000000004 1013.9500122070314 -0.21127937734127042 1019.0499877929689 12.949999809265138 9.7150001525878924 0.33379416167736059 41.245000839233406 18.974999427795414 1.0000000180025095e-35 18.219999313354496 193.50000000000003 7.055000066757203 -0.92384436726570118 8.8499999046325701 -0.26722820103168482 13.050000190734865 13.250000000000002 13.750000000000002 0.87032255530357372 12.250000000000002 8.055000305175783 13.344999790191652 0.45342700183391577 221.06819152832034 0 7.4500000476837167 13.050000190734865 12.949999809265138 10.150000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=-1 9 3 5 -4 6 -3 -7 -9 10 11 12 22 14 29 -16 20 -18 19 21 -17 -15 23 -2 -25 26 -13 28 -28 -14 right_child=1 2 4 -5 -6 7 -8 8 -10 -11 -12 25 13 18 15 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-9.0335149023817654e-06 -0.0065815575267135331 0.022821942937228678 0.002573846975566358 -0.011228509156240359 -0.0032954405608803874 -0.0021624893445499936 0.064464799887858901 0.055049390709471138 0.014634029154017892 -0.014874529987476612 0.0159305055796202 0.032853074750693684 0.015056175703094119 -0.00036567917120149129 0.062372910266629222 0.0191897876765579 0.075493374635134974 0.0037439794194969265 0.02732768312271219 0.031211422039912298 -0.020919178620628691 -0.025754458084702492 0.016351266699385341 0.027886069291516352 -0.0053068721938567855 -0.0010352068915788998 0.0054288407630064097 -0.0041696743449479668 0.042031766505291064 -0.020414302402804063 leaf_weight=1314326 440 73 5573 45 1170 86 26 21 115 96 84 44 21 281 33 50 31 22 48 26 23 41 59 38 42 7678 249 230 24 43 leaf_count=1314326 440 73 5573 45 1170 86 26 21 115 96 84 44 21 281 33 50 31 22 48 26 23 41 59 38 42 7678 249 230 24 43 internal_value=2.38281e-06 0.000900227 0.0022476 0.0149994 0.00155545 0.0186762 0.0337585 0.0119503 0.0208746 -9.72164e-05 5.20023e-05 -8.95444e-05 0.00356247 0.00866271 0.0197205 0.0311907 0.0230239 0.0457106 0.0024357 -0.000997677 0.00655272 -0.00359841 -0.00189012 -0.00395981 0.0104598 -0.000621473 0.00511141 0.00278632 0.00864668 -0.00877555 internal_weight=1.33104e+06 16712 7109 366 6743 321 99 222 136 9603 9507 9423 1198 619 223 159 126 53 396 348 73 322 579 520 80 8225 547 503 273 64 internal_count=1331038 16712 7109 366 6743 321 99 222 136 9603 9507 9423 1198 619 223 159 126 53 396 348 73 322 579 520 80 8225 547 503 273 64 cat_boundaries=0 1 cat_threshold=4097 is_linear=0 shrinkage=0.05 Tree=567 num_leaves=31 num_cat=0 split_feature=4 29 34 27 62 28 106 26 37 92 103 125 24 1 22 68 35 39 3 108 31 126 3 61 32 112 125 35 35 39 split_gain=5.44901 8.69268 18.8098 20.3595 15.8536 13.4545 11.8372 11.0332 10.8172 8.03242 9.69441 8.44885 15.0068 10.0752 10.3976 9.1551 8.62783 8.35744 7.93087 7.5879 17.658 10.5356 8.6262 8.93281 8.26149 18.559 10.5765 16.169 12.9668 14.5255 threshold=13.550000190734865 1000.4500122070314 12.250000000000002 174.50000000000003 0.86470502614974987 997.54998779296886 -0.8810628056526183 173.50000000000003 12.550000190734865 -0.89015743136405934 1.0000000180025095e-35 -0.95368063449859608 209.50000000000003 144.50000000000003 6.6349999904632577 261.99981689453131 12.449999809265138 11.84999990463257 323.50000000000006 -0.9747985005378722 1016.7500000000001 -0.89490029215812672 171.50000000000003 0.75388413667678844 12.250000000000002 0.13052122294902804 -0.89490029215812672 11.050000190734865 11.650000095367433 11.949999809265138 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 8 6 7 -5 -2 -4 -8 -11 12 17 15 -15 16 -13 -12 -9 20 21 -3 23 -22 25 26 28 -28 29 -21 right_child=1 19 3 4 -6 -7 9 18 -10 10 11 13 -14 14 -16 -17 -18 -19 -20 24 22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-1.0319104498749437e-05 -0.02335846328412668 0.0043363979108072539 0.056648632294187942 0.035664040214297449 0.036485368230690561 -0.019959102030540406 0.024321341321899975 -0.0036697420813603804 0.01398482896769658 -0.012869977094213279 0.057324866476384073 0.035539660809768572 -0.0089982620687365077 0.013351404383921853 -0.022458003993834491 -0.0014014829539019727 0.00041767284411060461 0.012666296642273665 0.025531460375835497 0.006055889587386766 -0.015117874195338735 -0.0064080517769370673 -0.032197661494353304 0.011126381038438257 -8.702256011296463e-05 0.016668405715555567 -0.00016122847122617618 0.0040255417991215195 -0.0058989074941871045 0.022598808169739804 leaf_weight=1310762 71 620 24 22 30 169 29 746 39 174 22 36 33 26 92 335 34 20 24 802 155 361 54 41 5920 218 6154 3688 178 159 leaf_count=1310762 71 620 24 22 30 169 29 746 39 174 22 36 33 26 92 335 34 20 24 802 155 361 54 41 5920 218 6154 3688 178 159 internal_value=2.26328e-06 0.000815664 -0.00237989 0.00280868 0.000782855 -0.00708556 -0.000518573 -0.0044986 0.0302377 -0.00151235 -0.00248279 0.000539569 0.0162337 -0.00171103 -0.0145678 0.00203489 0.0184804 0.0360589 -0.00275957 0.00115107 -0.00264054 0.000382528 -0.0145031 -0.009628 0.00142371 0.00222232 0.00193553 0.00140764 0.00649695 0.00879296 internal_weight=1.33104e+06 20276 1926 916 853 1010 823 841 63 801 772 598 75 523 118 405 70 42 770 18350 1231 981 250 196 17119 11199 10981 9842 1139 961 internal_count=1331038 20276 1926 916 853 1010 823 841 63 801 772 598 75 523 118 405 70 42 770 18350 1231 981 250 196 17119 11199 10981 9842 1139 961 is_linear=0 shrinkage=0.05 Tree=568 num_leaves=31 num_cat=2 split_feature=131 100 33 106 4 30 34 35 27 37 63 37 43 124 36 107 59 111 108 31 2 125 66 120 136 136 32 113 122 81 split_gain=5.18547 6.89847 5.90634 6.27539 5.1456 6.95676 14.9617 15.8873 14.495 17.1059 11.515 14.3033 12.5747 12.2508 8.99634 11.2939 8.52839 9.83549 7.39767 15.5874 9.44893 8.72542 16.7922 8.46486 14.9302 13.368 11.7778 13.9181 10.7912 10.3305 threshold=348.50000000000006 0.70383423566818248 10.34999990463257 -0.86225357651710499 13.550000190734865 1002.9500122070314 12.550000190734865 13.250000000000002 183.50000000000003 12.650000095367433 0.78921109437942516 11.750000000000002 9.4499998092651385 -0.71322327852249134 13.550000190734865 -0.89168536663055409 286.30062866210943 0.12816257774829867 -0.9747985005378722 1016.7500000000001 153.50000000000003 -0.97988739609718312 15.454999923706056 0.49240480363368994 0 1 12.650000095367433 0.1650413200259209 0.56638467311859142 311.17584228515631 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 left_child=4 2 3 -2 -1 6 14 8 9 -8 12 -12 13 -10 15 -6 -9 -18 19 20 -7 22 -20 25 26 29 27 -25 -27 -23 right_child=1 -3 -4 -5 5 18 7 16 10 -11 11 -13 -14 -15 -16 -17 17 -19 21 -21 -22 23 -24 24 -26 28 -28 -29 -30 -31 leaf_value=-6.4492800174783848e-06 0.027129799639463756 -0.011222587044586976 -0.0024668061946963114 0.0020984594173435317 0.0099400483820911347 -0.00620846987443225 0.060298741454708163 -0.0083356686064449403 -0.015824666385044706 0.0072793805622495718 0.05993598664090747 0.0044553435210568397 0.024459469269283794 0.0065196512928928198 0.0096974049743887552 -0.0083605140391827034 0.03842856546952611 0.00091427970115686417 0.012788888195729152 -0.01377789792576805 0.0039430468949182042 -0.0031879364112939118 -0.0018140689334335608 -0.0057520121927851836 0.0092843176481793594 0.0016045188089116463 -0.01595024937267862 0.025580079140985069 -0.012874543979011763 0.020749800205078869 leaf_weight=1309029 34 209 1456 95 92 363 29 299 98 32 21 26 55 164 89 1008 21 104 455 250 622 2231 347 107 726 12724 123 53 130 46 leaf_count=1309029 34 209 1456 95 92 363 29 299 98 32 21 26 55 164 89 1008 21 104 455 250 622 2231 347 107 726 12724 123 53 130 46 internal_value=2.15012e-06 -0.00268418 -0.0015583 0.00869587 5.7757e-06 0.000797408 -0.00197269 0.00309717 0.00992888 0.0324853 0.00614882 0.0292446 0.00272453 -0.00183815 -0.0055928 -0.00682992 -0.00375066 0.00721668 0.00110799 -0.002628 0.00020193 0.00138033 0.00647065 0.00112739 0.0055616 0.000831697 -0.00416929 0.00462674 0.00145695 -0.00269252 internal_weight=1.33104e+06 1794 1585 129 1.32924e+06 20215 2038 849 425 61 364 47 317 262 1189 1100 424 125 18177 1235 985 16942 802 16140 1009 15131 283 160 12854 2277 internal_count=1331038 1794 1585 129 1329244 20215 2038 849 425 61 364 47 317 262 1189 1100 424 125 18177 1235 985 16942 802 16140 1009 15131 283 160 12854 2277 cat_boundaries=0 1 2 cat_threshold=6785 72 is_linear=0 shrinkage=0.05 Tree=569 num_leaves=31 num_cat=1 split_feature=38 36 13 35 126 136 40 20 53 35 34 96 35 29 31 32 9 41 124 85 52 15 29 43 31 99 113 52 108 110 split_gain=5.12141 20.6132 14.9119 22.4623 26.4854 29.4848 26.311 24.3621 23.4596 32.9352 22.1507 22.1111 19.5968 18.2363 17.1004 19.1602 19.2269 16.865 19.8794 20.5101 16.7767 15.4936 17.4797 17.0325 18.0615 16.7522 15.1385 14.8339 14.642 14.0502 threshold=11.550000190734865 11.650000095367433 3.2150000333786015 11.84999990463257 0.061046212911605842 0 4.9500000476837167 7.2750000953674325 38.264999389648445 2.3500000238418584 12.84999990463257 1.0000000180025095e-35 10.150000095367433 1008.9500122070314 1005.9500122070314 8.2500000000000018 8.6500000953674334 11.449999809265138 -0.47714059054851526 0.89083948731422435 0.32500000298023229 4.6349999904632577 1009.9500122070314 11.050000190734865 1005.4500122070314 -0.94603359699249256 -0.9914070963859557 21.105000495910648 -0.89620453119277943 0.025779669173061851 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 29 10 4 11 6 7 -6 9 -9 28 -4 -7 -8 -11 16 -16 18 19 21 -14 22 25 24 -23 27 -24 -5 -1 -2 right_child=1 -3 3 17 5 12 13 8 -10 14 -12 -13 20 -15 15 -17 -18 -19 -20 -21 -22 23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.002927065590538451 -0.004652026131174776 -7.9473187442445235e-06 -0.0031605269189957821 0.044144807287624904 -0.00099876477754665886 -0.0058190566792051856 -0.016264920609253573 -0.003772686995115457 0.00057027922664110446 -0.0048163659015081758 -0.00261491462994095 0.032757947606922584 -0.0073435831564098693 -0.0010344876195704266 0.0084919566092460999 0.0071229609943242456 0.022264197828115201 -0.0094229441168072695 0.00086256647736366449 -0.026909473390750047 0.00080434482123055363 0.029438776689410952 -0.002066367562994166 0.062348463146814283 0.0043296740482728756 -0.0050661038316604573 0.015915752777102287 0.0029264104224396227 0.00051157204669300554 -0.00098155744566922427 leaf_weight=3144 2881 1051751 11996 35 2798 2939 205 604 2262 212 6034 43 760 4763 498 2088 516 276 2842 41 3744 131 153 21 158 410 498 58 201740 27437 leaf_count=3144 2881 1051751 11996 35 2798 2939 205 604 2262 212 6034 43 760 4763 498 2088 516 276 2842 41 3744 131 153 21 158 410 498 58 201740 27437 internal_value=2.0461e-06 -4.49991e-05 0.000206514 -0.000704527 -0.0011563 -0.000100412 0.00125567 0.0028721 0.00462464 0.00696536 0.000370871 -0.00303224 -0.00263946 -0.00166296 0.00892245 0.0098614 0.0155003 0.00256216 0.00332312 0.00796956 -0.000570528 0.00894636 0.00628041 0.0188706 0.0157113 -0.000720283 0.0116895 0.0184387 0.000458805 -0.00133035 internal_weight=1.33104e+06 1.08207e+06 248969 38051 33428 21389 13946 8978 6180 3918 210918 12039 7443 4968 3314 3102 1014 4623 4347 1505 4504 1464 1154 310 289 503 651 93 204884 30318 internal_count=1331038 1082069 248969 38051 33428 21389 13946 8978 6180 3918 210918 12039 7443 4968 3314 3102 1014 4623 4347 1505 4504 1464 1154 310 289 503 651 93 204884 30318 cat_boundaries=0 1 cat_threshold=4252 is_linear=0 shrinkage=0.05 Tree=570 num_leaves=31 num_cat=3 split_feature=29 58 136 87 91 19 31 37 55 53 34 22 66 61 53 136 88 82 111 23 42 13 38 33 124 31 28 136 35 2 split_gain=5.72695 10.7317 18.0107 12.4228 13.6169 10.7279 13.7029 12.7676 10.6379 10.7645 18.2183 10.4732 10.0114 12.3173 11.8977 9.8243 13.979 12.666 9.38563 9.18675 12.6966 11.8362 10.1783 9.572 8.47042 8.4172 8.33036 15.9499 20.2984 25.7397 threshold=1027.7500000000002 288.18598937988287 0 0.73638004064559948 -0.96647506952285755 11.269999980926515 1030.4500122070315 10.250000000000002 3.4050000905990605 24.195000648498539 11.84999990463257 6.6150000095367441 36.164999008178718 0.5207052230834962 4.0650000572204599 1 -0.4042359441518783 331.18859863281256 -0.70369523763656605 9.4449996948242205 7.5499999523162851 3.3649998903274541 10.250000000000002 10.449999809265138 -0.07845610752701758 1028.850036621094 1023.1499938964845 2 10.750000000000002 136.50000000000003 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=26 2 3 11 8 6 -4 -8 -5 -10 -11 -2 13 14 -3 16 -14 -18 -15 22 -21 23 -13 -22 -17 -26 -1 -28 -29 -30 right_child=1 12 5 4 -6 -7 7 -9 9 10 -12 19 15 18 -16 24 17 -19 -20 20 21 -23 -24 -25 25 -27 27 28 29 -31 leaf_value=9.1470942016674261e-06 0.013443669109450032 -0.0025950429644379541 0.0015826041228098977 -0.0029797130604632773 0.0052465651346675687 -0.00034378729044312877 6.5733676362866297e-05 0.017826323656906121 0.029249312241857329 -0.0068691722125068357 0.033872887520524468 -0.017050533291914468 -0.0033021020389419949 0.024404581756763428 0.010190742660887299 0.040659446389015232 0.039044843241572383 -0.0084023461380804132 -0.0047144852351117166 -0.00019301164299333348 0.049346507830476324 -0.00081122863366978157 0.00039238872945453668 0.017102224252318058 0.0032538086757067579 0.021150038022746783 -0.001908919221277175 -0.0010622822399560528 -0.0013139780234000644 0.0015824537320564811 leaf_weight=1230279 210 415 1495 52 567 6787 156 288 178 68 46 91 547 28 324 21 39 22 2366 306 27 84 1033 156 251 89 16294 32906 11239 24157 leaf_count=1230279 210 415 1495 52 567 6787 156 288 178 68 46 91 547 28 324 21 39 22 2366 306 27 84 1033 156 251 89 16294 32906 11239 24157 internal_value=-1.25387e-05 0.000938419 0.00171901 0.00518645 0.010008 0.000592599 0.00387325 0.0115861 0.0178561 0.0215665 0.00957061 0.00291033 -0.00125834 -0.00263207 0.00301063 0.00318324 -0.000757852 0.0219327 -0.00437391 0.00160686 0.00675933 0.0147272 -0.00101981 0.0218596 0.00957657 0.00793841 -2.38543e-05 -0.000503794 -0.000168286 0.000662774 internal_weight=1.33052e+06 15646 11544 2818 911 8726 1939 444 344 292 114 1907 4102 3133 739 969 608 61 2394 1697 573 267 1124 183 361 340 1.31488e+06 84596 68302 35396 internal_count=1330521 15646 11544 2818 911 8726 1939 444 344 292 114 1907 4102 3133 739 969 608 61 2394 1697 573 267 1124 183 361 340 1314875 84596 68302 35396 cat_boundaries=0 1 2 3 cat_threshold=4883 144 3360 is_linear=0 shrinkage=0.05 Tree=571 num_leaves=31 num_cat=0 split_feature=52 106 54 78 65 71 64 104 79 115 39 23 55 111 8 28 55 116 31 42 129 55 100 41 32 126 68 104 135 15 split_gain=5.38084 13.9842 14.5047 12.3525 10.7362 19.0777 17.09 17.0683 15.7106 18.2293 19.2102 13.8394 17.1781 25.833 21.4357 13.1191 11.5674 11.3892 13.5112 14.1996 14.8976 12.7661 12.0899 11.7523 11.3238 13.3001 11.7531 11.523 11.1349 19.4734 threshold=43.135000228881843 -0.25357969105243677 78.634998321533217 2.0449999570846562 28.185000419616703 295.03256225585943 67.155002593994155 1.0000000180025095e-35 9.2150001525878924 -0.90255093574523915 11.250000000000002 6.7449998855590829 8.0650000572204608 -0.97609320282936085 10.050000190734865 1010.5499877929689 57.924999237060554 0.43049471080303198 1009.0499877929689 8.9499998092651385 252.50000000000003 39.225000381469734 -0.31413093209266657 2.4500000476837163 13.650000095367433 -0.84335932135581959 309.32316589355474 -0.83536568284034718 1022.4500122070314 3.0449999570846562 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -4 16 6 7 17 -9 10 -10 12 -8 14 -14 -11 -1 18 19 20 28 23 -23 -20 25 -18 -27 -28 -6 -30 right_child=1 -3 3 -5 5 -7 11 8 9 15 -12 -13 13 -15 -16 -17 24 -19 21 -21 -22 22 -24 -25 -26 26 27 -29 29 -31 leaf_value=-1.1969249465549553e-05 0.0012797810651692522 -0.0021839053048375609 0.011037916407012479 -0.00038228753006108555 0.0039579992705930682 6.2036254312037859e-05 -0.0055172456261904437 -0.019926634498794255 0.061211503990765276 -0.003199199971516649 0.015865404878665383 -0.0078214172689632083 0.080887407503489939 0.0022627053102370794 0.016989134558077372 0.016909578598616647 0.010333998029788538 -0.003132531996910418 1.0550764084018583e-05 -0.014100230300438502 -0.0065900822471105366 0.012145918137596355 -0.004311427977036977 -0.0069588651546175261 -0.0012490734463062403 0.0013879623867058273 0.030852609530280708 0.006956056564987434 0.046708774531171442 -0.00038120234992517079 leaf_weight=1193693 35811 4760 239 25503 2215 37782 423 48 29 231 120 1854 21 188 35 125 626 7231 9292 124 338 115 3768 647 1678 3130 59 348 42 46 leaf_count=1193693 35811 4760 239 25503 2215 37782 423 48 29 231 120 1854 21 188 35 125 626 7231 9292 124 338 115 3768 647 1678 3130 59 348 42 46 internal_value=-1.19125e-05 0.000427117 0.000629032 -0.000276257 -3.49414e-05 -0.000662462 -0.00168035 -0.00127495 0.00740902 0.0100073 0.0246912 -0.00559939 0.000576985 0.011142 0.040951 0.00386147 -1.10805e-06 -0.00147657 -0.000754669 0.00243592 0.00321233 -0.00139293 -0.00382402 -0.000443138 0.00221854 0.00361624 0.00242729 0.0104202 0.00465098 0.0220936 internal_weight=1.33052e+06 66313 61553 25742 1.26421e+06 64674 26892 24371 553 505 149 2521 667 244 56 356 1.19953e+06 23818 16587 2765 2641 13822 3883 9939 5841 4163 3537 407 2303 88 internal_count=1330521 66313 61553 25742 1264208 64674 26892 24371 553 505 149 2521 667 244 56 356 1199534 23818 16587 2765 2641 13822 3883 9939 5841 4163 3537 407 2303 88 is_linear=0 shrinkage=0.05 Tree=572 num_leaves=31 num_cat=1 split_feature=29 58 136 87 52 43 111 55 72 83 19 31 36 22 65 3 39 62 12 84 124 124 83 23 42 0 38 43 112 32 split_gain=5.16077 9.69977 16.243 11.2187 13.3854 13.1061 12.4428 13.5453 11.991 10.2341 9.68463 12.3611 12.9416 9.45586 9.45343 11.3269 12.8355 9.98656 9.26376 12.3684 8.82831 8.76976 8.56081 8.27832 11.4719 10.8605 9.19306 8.0578 7.85218 8.73216 threshold=1027.7500000000002 288.18598937988287 0 0.73638004064559948 4.5750000476837167 4.0499999523162851 0.34995096921920782 18.605000495910648 0.5977747142314912 272.56503295898443 11.269999980926515 1030.4500122070315 10.250000000000002 6.6150000095367441 34.395000457763679 204.50000000000003 9.5500001907348651 0.64805564284324657 1.985000014305115 0.80776017904281627 0.86159634590148937 -0.82409480214118946 290.53460693359381 9.4449996948242205 7.5499999523162851 319.50000000000006 10.250000000000002 11.250000000000002 -0.41467745602130884 11.34999990463257 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 13 -5 6 7 8 -6 -10 11 -4 -13 -2 17 -16 -17 -3 19 -8 -11 -9 -14 26 -25 27 -15 -26 29 -18 right_child=1 14 10 4 5 -7 18 21 9 20 -12 12 22 23 15 16 28 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-2.2058593544237635e-05 0.01277207861648917 0.00082772640693105047 0.0015052620598718907 -0.00051227344620947111 7.624947244212742e-05 -0.004572360578216225 0.031199291152138771 -0.019050659071654083 0.029418622119717637 0.079622821867465984 -0.0003258767710275271 -0.00094450799761883306 0.020586964281669465 -0.016203694978401392 -0.0031008447146573036 -0.012057476984359205 0.0034210885600695178 -0.0049316143926555192 0.0018264583940285125 0.0040352006192551932 0.035054109327029438 0.018160888835738756 -0.0037954172089701478 -0.00019260073324902825 0.012748746335000151 0.029546031085450109 0.00037355051713493351 -0.012780136517129649 0.03448957123619039 0.01749757851810298 leaf_weight=1314875 210 1281 1495 244 21 90 88 20 72 25 6787 150 252 91 428 72 284 1825 175 80 20 76 42 306 149 79 1033 39 32 180 leaf_count=1314875 210 1281 1495 244 21 90 88 20 72 25 6787 150 252 91 428 72 284 1825 175 80 20 76 42 306 149 79 1033 39 32 180 internal_value=-1.13168e-05 0.000891411 0.00163352 0.00492642 0.00950833 0.013174 0.0159421 0.0248317 0.0348652 0.0411093 0.000563813 0.00368087 0.0110064 0.00276341 -0.00119706 0.00304169 0.00767021 -0.0025563 0.0098775 0.018264 0.0598145 0.0104085 0.0171038 0.00152486 0.00641595 0.0139898 -0.000968557 0.00745286 0.0105339 0.0088818 internal_weight=1.33052e+06 15646 11544 2818 911 667 577 234 138 117 8726 1939 444 1907 4102 996 568 3106 343 168 45 96 294 1697 573 267 1124 188 496 464 internal_count=1330521 15646 11544 2818 911 667 577 234 138 117 8726 1939 444 1907 4102 996 568 3106 343 168 45 96 294 1697 573 267 1124 188 496 464 cat_boundaries=0 1 cat_threshold=4883 is_linear=0 shrinkage=0.05 Tree=573 num_leaves=31 num_cat=0 split_feature=52 20 64 111 73 66 27 37 15 83 42 70 117 0 8 71 65 30 23 120 36 33 30 75 81 73 120 3 37 104 split_gain=4.8513 14.6504 18.5399 16.1185 13.4479 11.9752 12.3129 12.1787 11.5103 11.3254 10.6125 10.2751 12.1041 13.0547 11.0001 14.9796 11.9846 11.2707 13.7702 12.9729 11.3261 13.5303 11.5935 11.2146 10.9927 10.2496 10.2019 10.1655 17.8123 15.3585 threshold=43.135000228881843 9.4349999427795428 23.515000343322757 -0.90038016438484181 0.7875880002975465 61.079999923706062 232.50000000000003 12.449999809265138 6.0250000953674325 305.80619812011724 13.750000000000002 230.32257080078128 -0.11319890245795249 1.0000000180025095e-35 10.250000000000002 281.22003173828131 95.104999542236342 1012.1499938964845 10.275000095367433 1.0000000180025095e-35 12.550000190734865 9.3499999046325701 1019.0499877929689 0.60813716053962719 307.89913940429693 0.82659614086151134 0.74892720580101024 312.50000000000006 13.050000190734865 -0.68195337057113636 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 10 -6 -7 8 -8 -9 -3 -4 13 -13 -14 16 26 18 27 24 21 22 -19 -22 -20 -5 -16 -17 29 -29 right_child=1 4 11 25 5 6 7 9 -10 -11 -12 12 14 -15 15 17 -18 20 19 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-3.2617446536646739e-05 -0.005048142559973736 -0.0023389619955311524 -0.0043075309339813015 0.0026767570978711379 -0.0002334128620667854 0.019899064773478761 0.001220146559292518 0.00692913216691287 -0.010192720243886811 -0.006856690012816205 0.030963862081989646 0.02121853008557243 0.0014783141304694286 0.0036101300460689386 -0.0024003933028273459 0.00037303742172903716 -0.01439213859235966 0.013457913229581423 0.042770510113214033 -0.0042620943357738169 -0.019400956259610563 -0.0043705382497092301 -0.002241986274455631 0.0015445573871402266 0.0051747015227788483 0.006784544859862099 -0.024167608495124365 0.0087383071799469123 -0.0023158582421379851 0.035373964456050809 leaf_weight=1264208 553 7347 1078 5604 21689 104 1409 1453 262 166 24 113 11442 1537 2528 1229 247 214 59 39 65 2513 261 3797 29 2083 55 146 181 86 leaf_count=1264208 553 7347 1078 5604 21689 104 1409 1453 262 166 24 113 11442 1537 2528 1229 247 214 59 39 65 2513 261 3797 29 2083 55 146 181 86 internal_value=-1.0751e-05 0.000406117 0.00113372 0.00319674 -0.000352983 0.000198761 0.00296052 0.00242508 -0.000569304 0.00551564 -0.00223053 0.000470174 0.000680042 0.00481604 0.000381916 -0.000713811 -0.00387006 0.000322525 0.00388047 0.0197426 -0.000596307 -0.00290774 0.00483123 0.00119203 0.030381 0.00378987 -0.00286388 0.00265362 0.00944015 0.0186119 internal_weight=1.33052e+06 66313 33859 8240 32454 25083 3394 3290 1671 1619 7371 25619 24541 1650 22891 11449 2830 8619 1769 127 6850 2988 475 3862 88 7687 2583 1642 413 232 internal_count=1330521 66313 33859 8240 32454 25083 3394 3290 1671 1619 7371 25619 24541 1650 22891 11449 2830 8619 1769 127 6850 2988 475 3862 88 7687 2583 1642 413 232 is_linear=0 shrinkage=0.05 Tree=574 num_leaves=31 num_cat=1 split_feature=29 58 136 15 12 104 87 43 22 37 23 52 74 34 0 19 30 20 12 31 12 36 124 109 89 60 33 38 28 15 split_gain=4.67963 8.74025 14.6618 10.4656 13.2413 13.0335 17.9136 10.4492 9.73389 9.3714 8.89655 9.18227 11.7231 8.88873 8.75168 8.74008 11.4686 11.2709 11.8759 10.4248 9.91839 8.25309 9.58712 7.94995 14.5141 8.74343 12.3305 7.7964 7.51255 15.2819 threshold=1027.7500000000002 288.18598937988287 0 2.7250000238418584 1.294999957084656 -0.93800732493400563 0.73984521627426159 10.550000190734865 7.2349998950958261 9.5500001907348651 9.7349996566772479 11.864999771118166 0.82978308200836193 9.2500000000000018 88.500000000000014 11.269999980926515 1029.4500122070315 8.4549999237060565 2.7949999570846562 1032.049987792969 3.1550000905990605 10.250000000000002 -0.38266885280609125 0.9220111370086671 -0.41305682063102717 0.54473775625228893 10.949999809265138 9.8499999046325701 1023.1499938964845 3.1650000810623173 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 2 3 4 -2 6 13 8 -7 -5 11 12 -3 -6 -8 16 -4 18 21 20 -19 -18 -23 24 25 26 -13 -11 -1 -30 right_child=1 10 15 9 5 7 14 -9 -10 27 -12 23 -14 -15 -16 -17 17 19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=1.0897453770802161e-05 -0.0033799171312786343 0.00076741492024625128 0.00012269960038872123 -0.029911183798685671 0.032140627373009927 0.012060839892583148 0.011755286529660226 0.023640610611291378 0.0025806102267469633 0.031137126006863337 -0.0062096957206528684 0.0024395174867309194 -0.0079906358942728739 -0.0068799606857485041 0.045793459405177747 -0.00030764819374434792 -0.0048487678978072352 0.044487028188693031 0.022815091109395714 -0.00032428938901756665 0.0093578489817446094 0.027984575640079945 0.0044491429984053546 -0.0074034493437714196 0.034876832766975799 0.0017372546283885343 0.035744250576665741 0.0010743521102343368 -0.0001595348176887512 -0.0019023059092012707 leaf_weight=1230279 251 923 1095 24 20 427 26 91 740 22 713 68 652 54 69 6787 215 54 87 37 32 49 370 187 36 1476 47 1094 69224 15372 leaf_count=1230279 251 923 1095 24 20 427 26 91 740 22 713 68 652 54 69 6787 215 54 87 37 32 49 370 187 36 1476 47 1094 69224 15372 internal_value=-1.02134e-05 0.000849405 0.00155385 0.00468237 0.00721052 0.00907331 0.0221105 0.00732188 0.00604938 0.00100218 -0.00113308 -6.50324e-05 -0.00285814 0.00366614 0.0364777 0.000537541 0.00349869 0.00787868 0.00549217 0.0218679 0.0314157 0.00311505 0.0072015 0.00236007 0.00348225 0.00277188 0.016051 0.00166699 -2.04422e-05 -0.000476215 internal_weight=1.33052e+06 15646 11544 2818 1678 1427 169 1258 1167 1140 4102 3389 1575 74 95 8726 1939 844 721 123 86 634 419 1814 1627 1591 115 1116 1.31488e+06 84596 internal_count=1330521 15646 11544 2818 1678 1427 169 1258 1167 1140 4102 3389 1575 74 95 8726 1939 844 721 123 86 634 419 1814 1627 1591 115 1116 1314875 84596 cat_boundaries=0 1 cat_threshold=4883 is_linear=0 shrinkage=0.05 Tree=575 num_leaves=31 num_cat=1 split_feature=108 13 15 136 20 119 65 30 16 133 28 39 65 79 36 36 22 76 106 12 79 78 1 12 15 34 39 83 10 135 split_gain=6.29583 22.6807 24.1087 25.7194 14.6837 17.4244 15.2584 15.0608 15.0113 16.8083 14.5749 14.4515 12.4206 12.3929 12.3679 26.4392 19.9972 24.4552 14.0964 12.5002 15.9644 12.2973 11.8836 11.7872 12.2093 11.3518 11.1211 10.8783 10.7769 10.7758 threshold=-0.94244751334190358 1.1349999904632571 1.7150000333786013 0 5.7349998950958261 0.04361772537231446 2.8549998998641972 1015.2500000000001 8.7100000381469744 1002.9500122070314 1017.9500122070314 12.250000000000002 10.864999771118166 2.4250000715255742 13.150000095367433 15.34999990463257 6.3350000381469735 33.43499946594239 -0.21415592730045316 4.4049999713897714 11.484999656677248 49.655000686645515 315.50000000000006 1.3949999809265139 1.8750000000000002 16.550000190734867 10.050000190734865 198.28699493408206 11.050000190734865 1011.6499938964845 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 6 8 7 -4 26 14 23 -11 27 -7 22 16 17 18 -16 20 -18 25 -10 -8 -25 29 -6 -5 -27 -15 right_child=-2 2 4 12 5 13 10 -9 9 11 -12 -13 -14 21 15 -17 19 -19 -20 -21 -22 -23 -24 24 -26 28 -28 -29 -30 -31 leaf_value=0.0058430465064183571 7.2761152211194881e-06 -0.013213509475253538 -0.017225580464219094 0.0028512088263428588 0.027136135919551763 0.0092696300686738037 0.043809705682528705 0.014261200444565881 0.00076155567420780994 0.013759779436297196 -0.0074102174256068581 -0.018911762382108836 -0.010841102881470463 -0.0062300639165503938 0.07193255077760953 -0.0082210844690174169 -0.0045828361430301752 -0.011205507352327308 0.029208936203892033 -0.0041095294969399334 0.01381009325077699 0.0049938855725606239 0.039432113170623784 -0.0027820178550804499 0.012998307497032971 -0.0012250898897440898 -0.0047305487402165211 -0.0039316880994138869 0.041507638810202481 0.005503924929817613 leaf_weight=1123 1315394 747 128 899 28 180 26 54 2983 43 130 159 423 3065 26 240 145 30 75 184 633 333 20 157 559 36 1234 1726 25 209 leaf_count=1123 1315394 747 128 899 28 180 26 54 2983 43 130 159 423 3065 26 240 145 30 75 184 633 333 20 157 559 36 1234 1726 25 209 internal_value=-4.57387e-06 -0.00100249 -0.00153277 -0.00495686 -0.000318568 -0.000930716 0.00528485 -0.00788335 0.000800033 0.00214145 0.00803326 -0.0119569 -0.00288052 -0.00353943 0.00279824 0.00680631 0.010106 0.0284332 0.0402071 0.00761032 0.0103821 -0.00416801 0.0010191 0.010739 0.0095381 -0.00508283 -0.00402352 -0.00160871 0.0162883 -0.00548101 internal_weight=1.33101e+06 15620 14497 3795 10702 9648 1054 182 5800 4538 872 202 3048 3848 4336 1333 1093 131 101 962 778 3668 3003 742 716 3335 1262 2625 61 3274 internal_count=1331014 15620 14497 3795 10702 9648 1054 182 5800 4538 872 202 3048 3848 4336 1333 1093 131 101 962 778 3668 3003 742 716 3335 1262 2625 61 3274 cat_boundaries=0 1 cat_threshold=21 is_linear=0 shrinkage=0.05 Tree=576 num_leaves=31 num_cat=1 split_feature=72 57 23 136 79 71 22 52 83 99 122 22 31 17 36 124 66 54 70 81 122 79 0 5 54 99 24 55 135 5 split_gain=5.8578 12.9201 15.1598 10.3139 11.7676 11.6167 10.1018 15.2851 19.0048 24.647 24.2062 15.7352 15.0419 15.9406 11.9459 18.6349 16.4801 14.8037 16.3514 15.9472 19.9869 13.6348 21.0582 33.5157 21.2833 14.3259 12.7304 11.8744 26.1788 13.228 threshold=0.83312606811523449 227.001579284668 6.2650001049041757 0 4.4949998855590829 259.08929443359381 8.5150003433227557 11.864999771118166 274.80770874023443 -0.95888379216194142 -0.095842104405164705 7.4549999237060556 1018.5499877929689 15.405000209808351 12.650000095367433 -0.095842104405164705 29.244999885559086 40.344999313354499 308.20298767089849 258.68959045410162 0.26722820103168493 6.8250000476837167 4.5000000000000009 3.6499999761581425 29.144999504089359 -0.98192408680915821 276.50000000000006 96.845001220703139 1016.8500061035157 4.3500001430511483 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 -4 -5 7 -7 9 27 11 -11 13 -8 -14 16 -16 18 19 20 -18 22 23 26 -25 -23 -17 29 -29 -9 right_child=1 2 3 5 -6 6 12 8 -10 10 -12 -13 14 -15 15 21 17 -19 -20 -21 -22 25 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-4.5466337726200529e-05 -0.00089132115961398299 0.0018123250167559873 0.0010145777641285879 -0.0016406608174822962 -0.0015925360773415263 0.00018522932646979526 -0.0014948856650774244 0.0056395493903637463 0.0011414649198416159 0.024465447696869903 0.0035866445485601955 0.010389603288473185 -0.0003488687211929836 0.0017428404942364719 0.0020132268314773682 0.032944435507688025 0.0042283315535472784 0.0063413615859986439 0.051046607473066878 0.010357452803760332 0.065334546375379429 -0.0067586543991776911 0.0015970871676794949 0.060335604821797464 0.017749493356636711 0.00051922966809053348 0.0039387427440125272 0.0076206411685750541 0.067346325996259115 -0.00096337081266584387 leaf_weight=1153741 21317 17396 6242 6433 14117 33425 19763 1105 26967 274 1137 721 9592 4707 1240 41 23 756 35 283 32 785 2734 50 71 4877 489 222 20 2419 leaf_count=1153741 21317 17396 6242 6433 14117 33425 19763 1105 26967 274 1137 721 9592 4707 1240 41 23 756 35 283 32 785 2734 50 71 4877 489 222 20 2419 internal_value=-4.35014e-06 0.000263245 0.000421058 0.000246387 -0.000792814 0.000425411 0.000544365 0.000938085 0.00170377 0.00427475 0.00857057 0.0142658 -2.95323e-05 -0.000872083 0.000951866 0.00204478 0.00599249 0.010363 0.0185141 0.0151453 0.039781 0.00101105 0.00352148 0.0116033 0.0353471 -0.000489802 0.00618258 0.00184281 0.0125566 0.00110707 internal_weight=1.33101e+06 177273 155956 138560 20359 118201 111768 66290 32865 5898 2132 995 45478 24470 21008 11416 2369 1129 373 338 55 9047 3385 651 121 5662 530 3766 242 3524 internal_count=1331014 177273 155956 138560 20359 118201 111768 66290 32865 5898 2132 995 45478 24470 21008 11416 2369 1129 373 338 55 9047 3385 651 121 5662 530 3766 242 3524 cat_boundaries=0 1 cat_threshold=2144 is_linear=0 shrinkage=0.05 Tree=577 num_leaves=31 num_cat=1 split_feature=36 124 21 14 6 31 76 39 12 4 28 104 15 40 112 28 32 113 121 38 39 32 111 21 36 16 28 73 2 136 split_gain=5.51177 14.3409 14.7131 13.9581 12.5377 11.4627 13.7474 12.0266 11.3168 11.7223 16.7001 10.921 12.2397 10.7157 10.6083 10.2869 21.3505 13.3524 10.244 9.94346 15.9792 14.4857 21.3923 22.8348 18.2965 15.9307 22.7186 22.5471 16.1478 14.7766 threshold=9.3499999046325701 0.88697704672813427 5.5350000858306894 1.6050000190734866 12.650000095367433 1023.8500061035157 22.615000724792484 9.8499999046325701 5.1150000095367441 11.250000000000002 1021.8500061035157 -0.77075368165969838 3.2649999856948857 7.2500000000000009 -0.60873827338218678 1026.4500122070315 1.0000000180025095e-35 -0.85260769724845875 -0.18222858756780622 10.34999990463257 10.449999809265138 10.050000190734865 0.95421853661537182 4.6949999332427987 9.8499999046325701 15.405000209808351 1004.1499938964845 0.76063004136085521 157.50000000000003 0 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=1 2 4 -3 -1 8 7 -7 9 10 13 -4 15 18 -15 -13 17 -17 -5 21 -21 22 24 -24 25 26 27 28 -2 -23 right_child=19 3 11 5 -6 6 -8 -9 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 20 -22 29 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0057478354331929361 0.027045020551826712 0.00512703096583825 0.00081559965510228163 -0.0030317278646093699 0.0046566013535282213 -0.0027800014947731619 -0.014918000313207884 0.023771724820306359 0.028682336368082262 0.0029527973427740427 0.0059448642991296466 -0.0034301460408580099 0.002176672978008855 0.00054133700878758516 -0.015036959069240134 0.013060031661196896 0.00015395120008456224 0.068920574784278862 0.0021954862842608817 -0.0015687731513304992 2.1699106469145066e-07 0.0032443346610104319 0.014647409465257725 -0.0013751867846954399 -0.00034842575825015323 -0.0036132080617295743 0.0034213775425450659 0.0079389032738867629 0.080618342316963465 0.00073952544995139005 leaf_weight=2873 39 1506 5378 2654 322 1388 239 44 36 3260 773 6155 1368 175 291 23 197 20 1449 16446 1222253 8143 225 19008 8039 793 6524 102 22 21269 leaf_count=2873 39 1506 5378 2654 322 1388 239 44 36 3260 773 6155 1368 175 291 23 197 20 1449 16446 1222253 8143 225 19008 8039 793 6524 102 22 21269 internal_value=-4.13263e-06 -0.000696325 -0.00165607 0.000630666 -0.00469925 -2.61899e-05 -0.00381693 -0.00196417 0.000707119 0.000590041 -0.000851851 -0.000916174 -0.0021159 -0.00200174 -0.00918674 -0.00303416 0.00712134 0.0390417 -0.0011857 1.08236e-05 -2.06142e-05 0.000617737 -7.34046e-05 -0.00118774 0.00130762 0.00308742 0.00388204 0.0223198 0.0463665 0.00143436 internal_weight=1.33101e+06 28151 16336 11815 3195 10309 1671 1432 8638 8602 5342 13141 7763 4569 466 6395 240 43 4103 1.30286e+06 1.2387e+06 64164 34752 19233 15519 7480 6687 163 61 29412 internal_count=1331014 28151 16336 11815 3195 10309 1671 1432 8638 8602 5342 13141 7763 4569 466 6395 240 43 4103 1302863 1238699 64164 34752 19233 15519 7480 6687 163 61 29412 cat_boundaries=0 1 cat_threshold=592 is_linear=0 shrinkage=0.05 Tree=578 num_leaves=31 num_cat=1 split_feature=108 13 15 136 64 135 19 23 55 32 18 24 73 36 36 132 38 83 23 67 31 28 31 8 23 37 39 68 76 66 split_gain=5.70575 20.4937 21.7314 23.2358 15.0854 11.8919 11.8842 19.6966 17.2729 19.0301 19.3644 13.9539 13.7341 15.8664 13.156 20.803 22.3403 16.7968 26.2919 20.2609 16.2838 15.0113 12.2549 12.1027 15.162 15.7953 12.0678 13.8715 21.3748 13.9544 threshold=-0.94244751334190358 1.1349999904632571 1.7150000333786013 0 5.2550001144409189 1015.1499938964845 14.550000190734865 5.9649999141693124 5.1349999904632577 11.750000000000002 14.550000190734865 285.50000000000006 0.44459518790245062 15.34999990463257 13.449999809265138 1008.5499877929689 15.949999809265138 202.17022705078128 8.0250000953674334 22.125000000000004 1017.0499877929689 1006.8500061035157 1007.4500122070314 14.449999809265138 6.5650000572204599 13.84999990463257 12.150000095367433 224.3324890136719 39.645000457763679 23.345000267028812 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 -5 8 22 12 -10 11 14 -4 -14 26 16 17 23 20 -20 -19 -21 -8 24 25 -16 -11 28 29 -28 right_child=-2 2 6 4 -6 -7 7 -9 9 10 -12 -13 13 -15 15 -17 -18 18 19 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0055532056006197357 7.3565003281097502e-06 -0.012556740045346028 -0.015523223308774346 -0.00015132578579384395 -0.0065431469448413481 0.027792545837851675 0.031858790466053923 -0.0043967478769134814 -0.0017985188403977584 0.0093952316478335945 -0.0041175212270751224 -0.0025172831859565591 -0.00060859137671394076 -0.01741541677018783 0.072288558852266191 -0.020650482110001825 -0.007129547100440406 0.034519561893410156 -0.0092867905621306368 0.055180517284933367 0.077602017548834459 0.016036551760534118 0.0043399780854777572 -0.00084404572576498812 0.0082847606771546175 0.020955324985403964 0.071124692242592574 -0.0014075611225140543 -0.0019242824242654737 0.021259403842045589 leaf_weight=1123 1315394 747 194 1602 1407 39 55 2501 1892 836 561 414 2200 150 22 44 101 90 59 33 29 95 153 139 129 47 20 809 82 47 leaf_count=1123 1315394 747 194 1602 1407 39 55 2501 1892 836 561 414 2200 150 22 44 101 90 59 33 29 95 153 139 129 47 20 809 82 47 internal_value=-3.92451e-06 -0.000953922 -0.00145799 -0.00470887 -0.00273536 0.000512788 -0.000305209 -0.00316723 0.000664791 0.00225296 0.00440798 0.00600438 -0.00273692 -0.00168137 0.00737075 0.0127559 0.0147316 0.0181655 0.0266462 0.0149546 0.0450186 0.0261284 0.0116166 0.0104649 0.018404 0.0373224 0.00500535 0.00117451 0.0151939 0.0361446 internal_weight=1.33101e+06 15620 14497 3795 3048 1641 10702 2709 7993 5449 3557 2996 2544 2350 2582 788 744 643 306 187 119 128 208 337 198 69 1794 958 149 67 internal_count=1331014 15620 14497 3795 3048 1641 10702 2709 7993 5449 3557 2996 2544 2350 2582 788 744 643 306 187 119 128 208 337 198 69 1794 958 149 67 cat_boundaries=0 1 cat_threshold=21 is_linear=0 shrinkage=0.05 Tree=579 num_leaves=31 num_cat=1 split_feature=108 12 15 136 117 111 131 79 68 52 76 28 95 16 78 29 133 77 33 85 100 35 83 122 63 52 5 98 74 64 split_gain=5.15398 15.5986 22.9311 16.1631 14.2611 15.7534 15.4423 15.4161 14.9651 12.2068 11.7149 13.8994 11.769 11.5001 12.9986 16.9299 18.7989 17.1766 14.6531 11.9383 11.4095 11.2611 11.0086 10.9712 10.8879 15.5484 10.8639 10.6433 9.93228 9.90195 threshold=-0.94244751334190358 1.3750000000000002 1.6549999713897707 0 0.21643137186765674 -0.55290725827217091 101.50000000000001 9.0349998474121112 263.18133544921881 27.765000343322757 26.835000038146976 1023.4500122070314 -0.90177172422409047 5.7200000286102304 24.935000419616703 1003.0499877929689 1006.6499938964845 29.005000114440922 13.34999990463257 0.81997156143188488 -0.25473509728908533 7.6499998569488534 303.09109497070318 0.89490029215812694 0.47489735484123236 0.32500000298023229 10.949999809265138 -0.92465144395828236 0.77478355169296276 9.3249998092651385 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 10 7 20 -6 27 -8 12 21 -4 19 -15 16 17 18 -16 -14 -7 -12 24 -17 26 -26 -23 -9 -10 -5 right_child=-2 2 4 29 5 6 9 8 28 -11 11 -13 13 14 15 23 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0034173931345053369 6.9886748985794602e-06 -0.011305879356810069 -0.0067094561746508146 -0.00087156167123203163 0.0036696149630341757 -0.029117964902626615 0.0032725051085910071 0.010733737056556669 -0.0091422755769607188 0.040792255410243103 -0.013912789022881839 0.021854098586079021 0.0054705970482826433 0.0010899731929763889 0.030428318772464991 0.0038260200518034182 -0.0088991031656041747 0.010189602334926627 0.077640414713985403 0.044042035705809085 3.8374240038196191e-05 -0.0094860380060471199 -0.035471083029456764 0.036296368018493348 0.041013135484051118 0.00061354835473745675 -0.000989015095676568 -0.010024655579089575 -0.020655769042571909 -0.0087680141760010707 leaf_weight=1840 1315394 833 312 1462 243 35 46 124 471 41 174 65 47 2438 42 713 35 49 27 35 812 597 23 27 24 3109 1017 123 311 545 leaf_count=1840 1315394 833 312 1462 243 35 46 124 471 41 174 65 47 2438 42 713 35 49 27 35 812 597 23 27 24 3109 1017 123 311 545 internal_value=-3.733e-06 -0.000906628 -0.001484 -0.0054872 -0.00044478 -0.00403683 0.000894057 -0.00765746 -0.0103324 0.0209542 0.000462486 -0.00111665 0.00258595 0.00343569 0.00298031 0.00814116 0.0232817 0.0328269 0.0489026 0.021934 -0.00116643 -0.00141865 -0.000962891 0.00501075 -0.000795693 0.000923025 -0.00413197 0.000396562 -0.0137212 -0.00300089 internal_weight=1.33101e+06 15620 13780 2840 10940 2206 934 1272 1029 87 8734 5009 3725 3413 3331 893 153 118 69 82 847 4944 4770 740 4747 3133 1614 247 782 2007 internal_count=1331014 15620 13780 2840 10940 2206 934 1272 1029 87 8734 5009 3725 3413 3331 893 153 118 69 82 847 4944 4770 740 4747 3133 1614 247 782 2007 cat_boundaries=0 1 cat_threshold=23 is_linear=0 shrinkage=0.05 Tree=580 num_leaves=31 num_cat=0 split_feature=82 32 38 36 32 79 35 5 78 32 23 22 30 125 100 121 64 4 96 11 75 39 78 28 74 6 35 121 75 83 split_gain=5.28121 8.16691 10.3697 10.0529 10.5263 18.5198 9.51962 12.3668 10.5911 9.32114 9.10476 8.48335 7.88244 7.69165 7.56907 7.74172 8.5574 7.23206 7.05111 6.94855 7.41503 6.79632 6.79365 6.78259 6.51863 6.32625 6.21683 6.09209 6.49144 5.86795 threshold=339.24617004394537 12.050000190734865 11.449999809265138 10.34999990463257 9.4499998092651385 32.905000686645515 11.250000000000002 0.35000000894069677 17.494999885559086 10.34999990463257 6.2650001049041757 4.6449999809265146 1022.4500122070314 0.98897820711135875 0.89275148510932933 -0.13052122294902799 50.664999008178718 11.150000095367433 -0.78820484876632679 15.449999809265138 0.79486033320426952 9.0500001907348651 33.354999542236335 1019.0499877929689 0.8401949703693391 10.949999809265138 12.84999990463257 0.11319890245795251 0.79042145609855663 334.96447753906256 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 2 3 6 5 25 8 -8 -2 27 -10 13 -12 -3 -13 -16 -17 21 -15 23 -21 -9 -4 -11 -24 -5 -25 -6 -29 -1 right_child=1 11 22 4 9 -7 7 17 10 19 12 14 -14 18 15 16 -18 -19 -20 20 -22 -23 24 26 -26 -27 -28 28 -30 -31 leaf_value=-1.0239556929742749e-05 0.0004240265153522178 0.0041331374694912716 -0.0045311791810677153 0.0013579544563919813 -0.009572522879655784 0.049785367604987377 0.033711117634485512 -0.019033907948722763 -0.014176563594044634 -0.001594832604361983 -0.001105316670994425 -0.0014145224756585716 -0.014068790818018899 0.0084873763755673459 -0.00095505399090377741 0.0043477373615143731 0.021565621309210786 0.0079184783601750058 0.048159877272943658 0.0072979482345875693 0.038154987901449208 -0.00085958893981759148 -0.019354652321206187 0.0046846663738846399 -0.00098611313210246899 0.031143122831625597 0.032503479519592864 -0.011019548488159975 0.019587194271067657 0.0012652941051517796 leaf_weight=1311700 490 86 1318 118 312 29 29 62 419 811 439 3227 160 21 776 834 79 198 24 88 25 302 161 460 69 21 21 30 41 9079 leaf_count=1311700 490 86 1318 118 312 29 29 62 419 811 439 3227 160 21 776 834 79 198 24 88 25 302 161 460 69 21 21 30 41 9079 internal_value=-1.04136e-05 -0.00111938 -0.00243348 -0.00110446 0.00147448 0.0134406 -0.0035077 0.00187104 -0.00561568 0.000350149 -0.00852281 0.000339495 -0.00456801 0.0128971 4.86394e-06 0.00271674 0.00583757 0.000228044 0.029646 0.00223502 0.0141247 -0.00395521 -0.00591488 0.00119513 -0.0138441 0.00585787 0.00589921 -0.00656433 0.00665477 -1.47157e-06 internal_weight=1.33143e+06 10650 5603 4055 1956 168 2099 591 1508 1788 1018 5047 599 131 4916 1689 913 562 45 1405 113 364 1548 1292 230 139 481 383 71 1.32078e+06 internal_count=1331429 10650 5603 4055 1956 168 2099 591 1508 1788 1018 5047 599 131 4916 1689 913 562 45 1405 113 364 1548 1292 230 139 481 383 71 1320779 is_linear=0 shrinkage=0.05 Tree=581 num_leaves=31 num_cat=1 split_feature=131 20 136 11 82 128 25 55 37 11 23 52 60 39 65 17 19 31 86 32 134 76 15 92 3 125 92 120 30 54 split_gain=5.15839 4.88416 14.8659 15.1011 10.5188 9.88178 7.55272 9.46994 7.49203 7.02773 7.16908 6.80486 10.8562 12.7403 11.8924 10.7236 15.7252 15.9218 14.0108 12.6734 16.2841 15.0359 12.2792 11.772 15.0541 14.9597 13.6391 11.4153 11.0362 10.6971 threshold=347.50000000000006 11.97499990463257 0 13.050000190734865 301.68095397949224 322.50000000000006 286.50000000000006 50.125000000000007 15.650000095367433 5.5499999523162851 10.454999923706056 29.974999427795414 0.77461454272270214 9.4499998092651385 2.0149999856948857 15.405000209808351 14.039999961853029 1028.1499633789065 0.73744565248489391 12.750000000000002 1020.8500061035157 10.885000228881838 5.555000066757203 0.58742535114288341 266.50000000000006 0.41467745602130895 0.21526424586772921 0.58068084716796886 1014.7500000000001 20.98499965667725 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 4 6 -6 7 9 -9 10 -3 29 -13 -14 -15 16 17 23 -18 -17 22 -22 -21 24 -16 26 27 -26 -24 -1 right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 -12 12 13 14 15 19 18 -19 -20 20 21 -23 28 -25 25 -27 -28 -29 -30 -31 leaf_value=-1.0258008706829135e-07 -0.0025021275368872112 0.011788338806006157 -0.0033233620798067917 0.028614328931629036 -0.0053534895869784835 0.027852935497851478 2.7146009358848143e-05 -0.0057272981478187525 0.013969592428926765 0.013888573041591114 0.00082075926841293436 0.0010795295566990131 -0.0056845804737822581 -0.0052175415207021967 -0.00012092956138500059 1.0824240323433385e-05 -0.0038480476049972952 0.010256332449211687 -0.00055686017381923348 0.0019841027836492733 0.024751883815187291 0.0038815116312327265 0.029351421905221876 -0.0014239731300136665 0.020751894583273176 0.0016533391835792416 0.00461413276700561 0.0014012385926963319 0.0055981870928306643 -0.00077750741784235759 leaf_weight=1181341 2073 223 4241 48 865 23 2735 288 58 280 449 36962 977 1041 9374 7707 4287 422 13161 5720 161 186 77 6061 278 4976 1204 105 134 45972 leaf_count=1181341 2073 223 4241 48 865 23 2735 288 58 280 449 36962 977 1041 9374 7707 4287 422 13161 5720 161 186 77 6061 278 4976 1204 105 134 45972 internal_value=-9.89294e-06 -6.00655e-06 -0.00115343 0.000703851 0.00043304 -0.00449341 0.00151776 0.00465863 -0.00242551 0.00723332 0.0044603 1.99849e-06 0.000414756 -2.50313e-05 7.5697e-05 0.000178017 -0.000239865 0.000636149 -0.00136551 0.0013693 0.003037 0.0135649 0.00242106 0.0004516 0.0011649 0.00300146 0.00722846 0.0154469 0.0142664 -2.92222e-05 internal_weight=1.33143e+06 1.32936e+06 9210 4969 4921 888 4033 1298 346 952 672 1.32015e+06 92833 55871 54894 53853 39868 22420 17448 13985 6278 347 5931 21998 15937 6563 1587 383 211 1.22731e+06 internal_count=1331429 1329356 9210 4969 4921 888 4033 1298 346 952 672 1320146 92833 55871 54894 53853 39868 22420 17448 13985 6278 347 5931 21998 15937 6563 1587 383 211 1227313 cat_boundaries=0 1 cat_threshold=1555 is_linear=0 shrinkage=0.05 Tree=582 num_leaves=31 num_cat=0 split_feature=125 95 30 24 7 8 15 9 33 20 20 28 79 14 41 4 14 52 17 109 9 4 8 127 28 10 10 31 2 36 split_gain=4.80967 14.4797 14.1967 14.0987 16.9675 12.5796 15.8795 12.8917 12.6023 13.6349 12.3066 13.2154 17.8468 15.3329 15.2909 12.0585 15.7332 15.2393 12.0316 23.2628 10.928 32.4875 25.9698 17.4299 21.5898 17.0324 16.1085 15.4071 15.2036 21.1133 threshold=0.84335932135581981 -0.41088598966598505 1003.9500122070314 286.50000000000006 8.2500000000000018 8.1500000953674334 1.1349999904632571 4.8500001430511483 11.250000000000002 5.3550000190734872 5.9349999427795419 1019.3500061035157 34.364999771118171 2.804999947547913 6.0499999523162851 9.2500000000000018 2.1250000000000004 3.5849999189376835 11.269999980926515 -0.12834195047616956 8.0500001907348651 4.9500000476837167 8.1500000953674334 0.88697704672813427 1011.8500061035157 16.250000000000004 11.750000000000002 1017.8500061035157 320.50000000000006 10.550000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=20 2 -2 4 -3 -5 8 -8 9 -7 11 12 -9 14 -13 17 -17 -16 19 -12 22 -22 26 28 27 -24 -1 -25 29 -23 right_child=1 3 -4 5 -6 6 7 10 -10 -11 18 13 -14 -15 15 16 -18 -19 -20 -21 21 23 25 24 -26 -27 -28 -29 -30 -31 leaf_value=-4.3397104934808894e-05 0.040298697562969249 -0.00025637492199579749 0.0010054077664823735 -0.00015056582171895581 -0.0024630987651474579 0.0059514066113406927 0.0068448725408582342 -0.0015041631173843767 0.0027947165892685294 0.023555575956649692 0.05550640055909753 0.00030410509467232726 0.0054568454527245455 -0.010154221994486059 0.00078635454190934559 0.016346363291106416 0.0033744907929983917 0.037587870537817224 0.00022163522879470261 0.0015643629173459886 0.002146800841107621 -0.0018885682785624155 0.0011702395429569641 0.0015485002554941848 -0.0022996081260599163 0.021428204587517451 0.0037598722348422876 0.042595776300067494 0.00045927535000348158 -0.00030632409439771514 leaf_weight=653021 23 59360 42117 93284 10209 302 815 16852 1249 173 20 3763 974 265 938 467 468 29 32637 30780 13097 23324 44681 3778 20911 104 2796 23 55454 219515 leaf_count=653021 23 59360 42117 93284 10209 302 815 16852 1249 173 20 3763 974 265 938 467 468 29 32637 30780 13097 23324 44681 3778 20911 104 2796 23 55454 219515 internal_value=-9.39955e-06 0.000168833 0.00102685 2.56853e-05 -0.000580204 0.000255999 0.000678657 0.000585563 0.005431 0.012363 0.000527057 -0.000443637 -0.00112382 0.00160104 0.00215093 0.00580476 0.00985349 0.00189002 0.000890564 0.00159939 -6.00694e-05 -0.000294445 5.23684e-05 -0.000393431 -0.00166952 0.00121728 -2.71823e-05 0.00179688 -0.000287714 -0.000458294 internal_weight=1.33143e+06 294725 42140 252585 69569 183016 89732 88008 1724 475 87193 23756 17826 5930 5665 1902 935 967 63437 30800 1.0367e+06 336102 700602 323005 24712 44785 655817 3801 298293 242839 internal_count=1331429 294725 42140 252585 69569 183016 89732 88008 1724 475 87193 23756 17826 5930 5665 1902 935 967 63437 30800 1036704 336102 700602 323005 24712 44785 655817 3801 298293 242839 is_linear=0 shrinkage=0.05 Tree=583 num_leaves=31 num_cat=3 split_feature=82 2 18 35 123 43 64 40 41 30 30 75 125 136 120 116 15 12 95 36 12 15 136 22 136 20 12 55 6 13 split_gain=4.96367 7.63212 5.51865 10.5252 6.96324 5.83597 12.1014 8.90173 5.46202 12.3402 11.6765 5.65371 5.35124 14.4281 14.8376 12.5399 13.2141 20.5757 11.7336 11.5251 11.0541 16.8795 12.3642 12.2476 11.8661 12.1778 13.5297 11.6766 11.5543 13.398 threshold=339.24617004394537 10.500000000000002 6.0650000572204599 12.84999990463257 -0.41467745602130884 9.7500000000000018 18.195000648498539 6.2500000000000009 3.1499999761581425 1017.3500061035157 1015.8500061035157 0.53154143691062938 0.84335932135581981 0 -0.44618082046508784 0.30069434642791754 0.74500000476837169 0.95499998331069957 -0.034897079691290848 14.34999990463257 1.5950000286102297 1.4650000333786013 1 7.4749999046325692 2 5.9749999046325692 2.6149998903274541 9.7449998855590838 7.6499998569488534 2.2150000333786015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 left_child=12 -2 3 4 -3 7 -7 8 -4 10 -10 -11 -1 14 -14 -15 17 -17 -18 -16 -20 22 -22 -24 25 26 27 28 29 -23 right_child=1 2 5 -5 -6 6 -8 -9 9 11 -12 -13 13 15 19 16 18 -19 20 -21 21 24 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-5.3245797198483668e-05 0.001806898301439744 0.0094179777306271726 -0.0022004206842729458 0.012556522614158894 -0.0082958187824320982 -0.0016396245754354772 0.011902505838744609 -0.0088601294587114989 0.0090763563308024053 -0.024130813699836533 0.05672547604888678 0.0031817405867493815 0.00037812222372255832 -0.00026371809818708663 -0.0034792791902419498 6.4413364177364434e-06 0.0014129608387975557 0.016999239113497763 -0.0006390687711788556 -0.00087412828018422299 0.0011167068769692011 -0.0011064861172698412 0.0083153844783934693 -0.00081990665138621018 3.1530551230742981e-05 0.0014391393514031582 -0.0073980765003322443 0.029610324936749585 0.0013975933763163996 -0.010002895928679095 leaf_weight=1034145 1880 80 6793 192 181 626 224 504 36 24 20 90 17200 65437 5885 417 30377 311 24377 15238 2591 2640 1660 471 77026 37167 685 33 4615 504 leaf_count=1034145 1880 80 6793 192 181 626 224 504 36 24 20 90 17200 65437 5885 417 30377 311 24377 15238 2591 2640 1660 471 77026 37167 685 33 4615 504 internal_value=-8.92957e-06 -0.00108404 -0.00170376 0.00367052 -0.0028663 -0.00199648 0.00192913 -0.00244335 -0.00197889 0.00687339 0.0260939 -0.00256827 -2.60507e-07 0.000190905 -0.000711967 0.000330265 0.000542825 0.00726573 0.000515955 -0.00159994 0.000336416 0.00052308 0.00345657 0.00626687 0.000410159 0.00104887 -0.000660992 -6.87306e-05 -0.000194959 -0.00253263 internal_weight=1.33143e+06 10650 8770 453 261 8317 850 7467 6963 170 56 114 1.32078e+06 286634 38323 248311 182874 728 182146 21123 151769 127392 4722 2131 122670 45644 8477 7792 7759 3144 internal_count=1331429 10650 8770 453 261 8317 850 7467 6963 170 56 114 1320779 286634 38323 248311 182874 728 182146 21123 151769 127392 4722 2131 122670 45644 8477 7792 7759 3144 cat_boundaries=0 1 2 3 cat_threshold=1058 712 28 is_linear=0 shrinkage=0.05 Tree=584 num_leaves=31 num_cat=2 split_feature=80 112 134 136 35 32 121 12 12 53 30 76 2 35 38 35 19 31 20 38 35 124 11 8 15 33 5 11 106 136 split_gain=4.91614 21.0384 11.8116 9.67319 15.4833 24.061 28.9016 18.6218 14.8906 9.4849 11.0802 9.34509 14.3343 14.5483 15.806 11.4057 10.058 11.7782 11.1397 8.9007 12.8731 11.6433 8.91215 8.97681 8.87027 8.86963 8.79657 10.2305 11.0513 10.7668 threshold=313.04330444335943 -0.87878364324569691 1023.5499877929689 0 8.1500000953674334 7.9500000476837167 -0.47714059054851526 2.6350001096725468 2.3549998998641972 0.25499999523162847 1012.7500000000001 13.784999847412111 320.50000000000006 10.84999990463257 10.750000000000002 11.34999990463257 13.344999790191652 1010.9500122070314 7.8750000000000009 11.84999990463257 11.250000000000002 -1.0000000180025095e-35 14.84999990463257 4.8500001430511483 2.9850000143051152 13.750000000000002 6.0499999523162851 4.6499998569488534 -0.65608492493629444 1 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=-1 -2 3 4 -3 6 7 -6 -8 10 -7 -5 13 -13 15 -15 -14 18 -18 21 -21 22 23 -11 -9 26 -23 29 -29 -28 right_child=1 2 -4 11 5 9 8 24 -10 19 -12 12 16 14 -16 -17 17 -19 -20 20 -22 25 -24 -25 -26 -27 27 28 -30 -31 leaf_value=2.634011647567894e-05 -0.0017525337055642977 -0.0036335604330889775 -0.0086660257651766937 -0.0018118633817511033 0.013307906061462644 -0.0049563006170756001 -0.003358019227732201 0.077804257434148053 0.013479052375436042 0.00012936306987510021 -0.00034692114886000541 -0.0080869228594658161 0.00038266532970631799 -0.0019789963985593724 -0.0012487679205177339 0.027016566353471039 0.002034660445695574 0.003642390005510514 0.049965197986198799 -0.0027872736845859641 0.00025226345082856509 0.0030214363635705558 -0.016044977986131841 -0.0067831532151601953 0.03351325098890811 -0.008503720620348024 -0.0056843863795847938 0.0036491296816737228 0.00052604357333607319 0.003937562410964021 leaf_weight=1176834 20809 2534 396 12900 45 1758 245 26 283 2399 5046 784 8949 56 7920 86 22 2065 27 3698 60037 7653 105 584 20 218 1046 3862 10627 395 leaf_count=1176834 20809 2534 396 12900 45 1758 245 26 283 2399 5046 784 8949 56 7920 86 22 2065 27 3698 60037 7653 105 584 20 218 1046 3862 10627 395 internal_value=-8.48266e-06 -0.000273566 -4.35287e-05 -1.79308e-05 0.000225261 0.000325014 0.0101517 0.0361762 0.0056664 0.000262581 -0.00153788 -0.000763308 -8.42814e-05 -0.00158465 -0.000952325 0.0155817 0.00111541 0.00421729 0.0284454 0.000397759 7.5905e-05 0.00116065 -0.0017279 -0.00122394 0.0585473 0.00153542 0.00162822 0.000958895 0.00135849 -0.00305899 internal_weight=1.33143e+06 154595 133786 133390 100581 98047 619 91 528 97428 6804 32809 19909 8846 8062 142 11063 2114 49 90624 63735 26889 3088 2983 46 23801 23583 15930 14489 1441 internal_count=1331429 154595 133786 133390 100581 98047 619 91 528 97428 6804 32809 19909 8846 8062 142 11063 2114 49 90624 63735 26889 3088 2983 46 23801 23583 15930 14489 1441 cat_boundaries=0 1 2 cat_threshold=1430 128 is_linear=0 shrinkage=0.05 Tree=585 num_leaves=31 num_cat=3 split_feature=38 12 126 100 99 23 55 136 136 136 111 0 29 36 122 39 43 85 43 108 23 55 106 2 52 21 69 43 102 20 split_gain=5.60019 15.1078 21.7698 18.2906 18.5575 18.2324 23.2877 20.1359 18.9584 17.6671 17.6196 33.3612 96.9953 51.7873 27.7163 23.4145 43.505 16.8255 16.3689 15.4203 15.2634 14.6229 14.5149 15.6751 14.2382 14.0692 13.2287 33.1132 12.6582 12.4849 threshold=11.150000095367433 3.3149999380111699 0.86159634590148937 -0.97157618403434742 -0.83557546138763417 7.9049999713897714 14.034999847412111 0 1 2 -0.84513789415359486 246.50000000000003 1010.3500061035157 10.84999990463257 -0.36648726463317866 10.750000000000002 11.050000190734865 0.85146507620811474 5.1499998569488534 -0.55620145797729481 7.1649999618530282 2.8249999284744267 0.06964407861232759 157.50000000000003 13.715000152587892 4.7950000762939462 330.83067321777349 3.8500000238418584 0.16990040987730029 7.1349999904632577 decision_type=2 2 2 2 2 2 2 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 17 7 8 19 29 -4 11 15 13 14 -13 16 20 -3 -11 21 22 -1 -9 -24 28 -21 -5 -28 -8 -7 right_child=-2 2 9 26 -6 6 24 10 -10 18 -12 12 -14 -15 -16 -17 -18 -19 -20 25 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.014697345523477422 -2.8908220630370939e-05 0.0051204823038500293 -0.00018107990413249945 -0.0022054504177600929 -0.0033670876275601926 0.006810348314343683 -0.0094047978512601799 0.0048520568389028287 -0.00055951267962939179 0.0095313016311012935 -0.00023557602879667258 0.12728707525465224 0.0032569678318046498 0.0014238182860224144 0.05943223173757467 -0.0081177895074034234 0.073182344987340595 0.060492176989860397 0.00079105987113865328 0.0087503203369719475 -0.0080983988401968649 -0.00040602272388297231 0.010923535087838387 0.06370681751604107 0.00085273181294504485 0.0013642377451343838 -0.0035216052987890548 0.064568689465522772 -0.0014456867365882696 0.0028598837102803264 leaf_weight=282 1143806 23 6076 15912 51 2410 635 1021 3547 1060 100285 27 250 23 34 456 23 34 1083 660 223 490 39 22 8872 27872 57 26 2342 11756 leaf_count=282 1143806 23 6076 15912 51 2410 635 1021 3547 1060 100285 27 250 23 34 456 23 34 1083 660 223 490 39 22 8872 27872 57 26 2342 11756 internal_value=1.24295e-05 0.000267196 -0.000894435 -0.00196313 0.0185443 0.000442388 0.00156455 0.000190517 0.00271233 0.0011994 -0.000140248 0.00437275 0.0188756 0.0653595 0.0894663 0.00165754 0.00501413 0.0381492 0.00509052 0.00134597 0.0038127 -0.00562643 0.00626758 0.0299601 -0.000151271 0.00153509 -0.0021016 0.0178079 -0.00314338 0.00352947 internal_weight=1.3294e+06 185591 24322 16103 108 161269 29562 131707 17713 8219 102403 2118 334 84 61 1784 1328 57 2143 29304 1305 772 1082 61 11849 28532 15995 83 2977 14166 internal_count=1329397 185591 24322 16103 108 161269 29562 131707 17713 8219 102403 2118 334 84 61 1784 1328 57 2143 29304 1305 772 1082 61 11849 28532 15995 83 2977 14166 cat_boundaries=0 1 2 3 cat_threshold=4417 216 976 is_linear=0 shrinkage=0.05 Tree=586 num_leaves=31 num_cat=1 split_feature=52 53 60 136 127 17 83 29 31 10 28 5 121 20 16 8 77 79 34 84 31 35 97 7 134 79 91 54 90 54 split_gain=5.54624 11.5316 11.4828 10.2839 11.0481 9.99303 13.0126 12.8568 33.2047 13.5239 13.0027 11.0544 10.2593 10.2121 10.17 9.88421 12.399 15.6039 12.9191 14.5378 12.9388 20.7052 17.5228 19.8405 11.0923 10.9653 9.89538 9.53331 9.46307 9.40904 threshold=58.674999237060554 66.104999542236342 0.82117867469787609 0 -0.30069434642791742 14.550000190734865 209.88103485107425 1005.3500061035157 1012.7500000000001 17.050000190734867 1004.1499938964845 8.4499998092651385 -0.43049471080303187 10.805000305175783 18.219999313354496 14.650000095367433 28.105000495910648 43.924999237060554 9.4499998092651385 0.76133501529693615 1008.6499938964845 13.150000095367433 -0.97073495388030995 10.750000000000002 1010.2500000000001 9.7650003433227557 -0.9803883135318755 78.634998321533217 -0.99781081080436695 104.63499832153322 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 15 -5 6 14 8 9 10 27 12 -9 -7 -2 16 -4 18 29 20 21 22 23 -20 28 -17 -24 -8 -19 -18 right_child=2 -3 3 4 -6 13 7 11 -10 -11 -12 -13 -14 -15 -16 25 17 24 19 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=2.3687058667307677e-06 -0.002856526930560932 -0.0023442185965801624 0.00044034345212236108 -0.0043480947830228144 -0.00047490170288543292 0.0014527190452045856 0.020730024311587075 0.0090003488872375369 0.075895413111720711 -0.010119313071819319 0.042242067782963452 0.00065413757577510029 0.003060857537473561 -0.0017375189037042078 0.029420796651393178 0.015727246880274395 0.0081419977134671705 0.028020675161055161 0.034435508320810368 0.0061921505584327241 0.0095626919732562134 -0.01159810362240443 0.033404270261526113 0.085915773334326581 -0.025187770670698009 -0.0069827922761417213 -0.013152785036003306 -0.0003275017051405653 -0.0020252915182091698 -0.011342428497185834 leaf_weight=1279481 1024 5257 11457 2366 8300 10085 107 1165 20 69 37 2192 1934 3339 25 58 116 28 61 667 175 26 25 27 49 636 21 108 409 133 leaf_count=1279481 1024 5257 11457 2366 8300 10085 107 1165 20 69 37 2192 1934 3339 25 58 116 28 61 667 175 26 25 27 49 636 21 108 409 133 internal_value=1.18077e-05 -7.23326e-06 0.000559573 -0.000165916 -0.00133283 0.0014456 0.00302571 0.00397804 0.0133882 0.00949366 0.0148639 0.00337157 0.00529368 0.0006592 -0.00208729 0.000730708 0.00103716 0.00497365 0.00792742 0.0104604 0.0189585 0.0292352 0.0371581 0.0502306 -0.00262956 -0.00508484 0.01215 0.0101523 -0.000100149 -0.00226535 internal_weight=1.3294e+06 1.28474e+06 44659 24554 10666 20105 6681 5632 341 321 252 5291 3099 13424 1049 13888 13194 1737 1251 1002 335 160 134 88 486 694 46 215 437 249 internal_count=1329397 1284738 44659 24554 10666 20105 6681 5632 341 321 252 5291 3099 13424 1049 13888 13194 1737 1251 1002 335 160 134 88 486 694 46 215 437 249 cat_boundaries=0 1 cat_threshold=1668 is_linear=0 shrinkage=0.05 Tree=587 num_leaves=31 num_cat=3 split_feature=38 15 109 32 136 67 107 12 136 126 100 34 20 23 32 3 29 101 76 39 11 23 52 55 136 12 16 8 64 74 split_gain=5.06493 14.4668 23.246 15.84 11.9913 11.8763 17.6901 11.856 24.825 34.7284 30.8803 26.2332 21.2628 24.0419 23.2069 20.0666 26.1517 21.2636 19.6188 19.5408 17.0866 16.6153 16.3021 15.762 18.2178 16.6491 15.3437 15.3407 15.0551 22.5394 threshold=11.150000095367433 0.9650000035762788 -0.33031125366687769 2.1000000238418584 0 0.84499999880790722 -0.97193527221679676 3.6750000715255742 1 0.095842104405164733 -0.93892538547515858 11.250000000000002 7.555000066757203 9.2449998855590838 8.4499998092651385 167.50000000000003 997.45001220703136 -0.063254233449697481 11.414999961853029 10.150000095367433 15.750000000000002 7.9049999713897714 72.729999542236342 14.034999847412111 2 3.1750000715255742 8.7100000381469744 8.5500001907348651 3.4150000810623173 0.72583702206611644 decision_type=2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 -1 -4 -5 6 -6 20 10 11 -9 -10 -11 14 -14 22 -17 -18 -12 -19 21 28 -13 24 -23 26 -26 -22 -3 -30 right_child=-2 7 3 4 5 -7 -8 8 9 12 18 15 13 -15 -16 16 17 19 -20 -21 27 23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0072900670678693784 -2.8095247869764805e-05 -0.00053547701611280339 0.012203061412641084 0.0013241769572702223 0.042919566644791594 0.0035586196401088282 0.010349422144247056 0.049259975165128707 -0.0049117909305534486 -0.0020772144187604729 -0.014909702145822719 -0.0055088274560447011 0.012405598771261371 -0.0020992323428029162 0.0033838549701200047 0.055962146950825568 -0.0080541513629335294 0.054118125334692506 -0.0039975626037503514 0.011589723252869067 -0.0018991971395402527 -0.0053296634779386601 0.017187540665749582 -0.00015576262292315288 0.01480715504675412 -0.0012009347918797543 0.0028267378893243973 0.0030321699072136583 0.0022739578270252326 -0.00013276185309842227 leaf_weight=522 1143806 76902 504 3378 47 776 369 25 4399 1945 542 530 1077 1114 2108 31 135 30 1716 271 1903 786 93 13327 272 2724 15322 9208 14085 31450 leaf_count=522 1143806 76902 504 3378 47 776 369 25 4399 1945 542 530 1077 1114 2108 31 135 30 1716 271 1903 786 93 13327 272 2724 15322 9208 14085 31450 internal_value=1.12173e-05 0.000253503 0.00275713 0.00379076 0.00286301 0.00715278 0.0140292 0.000175665 -0.00122078 -0.000289625 -0.00597879 -0.00319117 0.00226061 0.00422318 0.00643454 0.00375288 0.0115886 0.0084336 -0.00661686 0.0158284 0.000293587 0.000157704 -0.00212077 0.00116399 0.00208465 0.00240438 0.00303571 0.00218757 -0.000108839 0.000611691 internal_weight=1.3294e+06 185591 5596 5074 4570 1192 416 179995 14016 11733 2283 5489 6244 4299 3185 1090 467 436 2258 301 165979 154868 623 32431 19104 18318 15594 11111 122437 45535 internal_count=1329397 185591 5596 5074 4570 1192 416 179995 14016 11733 2283 5489 6244 4299 3185 1090 467 436 2258 301 165979 154868 623 32431 19104 18318 15594 11111 122437 45535 cat_boundaries=0 1 2 3 cat_threshold=396 834 4865 is_linear=0 shrinkage=0.05 Tree=588 num_leaves=31 num_cat=0 split_feature=52 20 64 18 8 72 63 54 52 17 36 92 18 17 103 30 23 76 101 35 35 68 75 64 19 108 67 127 36 107 split_gain=5.12929 12.8121 20.4892 12.8535 11.0248 10.9528 13.5287 10.6431 12.5652 12.2915 11.8359 12.9265 13.3299 11.5423 11.5825 11.1555 10.8965 11.1327 14.4605 12.1683 13.4077 17.8733 13.4422 10.6717 15.9662 12.2135 16.651 11.4528 10.6124 10.265 threshold=39.354999542236335 9.4349999427795428 22.82499980926514 14.550000190734865 11.150000095367433 0.72280427813529979 0.46028502285480505 21.904999732971195 19.345000267028812 15.405000209808351 18.849999427795414 0.39633077383041387 17.029999732971195 12.699999809265138 0.63042113184928905 1026.4500122070315 7.6250000000000009 43.864999771118171 -0.85098963975906361 15.949999809265138 12.150000095367433 263.69160461425787 0.7463667392730714 43.125000000000007 13.344999790191652 -0.84033736586570729 51.120000839233406 0.49240480363368994 11.650000095367433 -0.9999878704547881 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 5 29 -4 6 -2 8 -1 16 13 -12 -13 15 -15 -10 17 -9 -19 20 21 22 -20 -18 25 26 -25 -27 -23 -3 right_child=1 3 4 -5 -6 -7 -8 9 10 -11 11 12 -14 14 -16 -17 23 18 19 -21 -22 28 -24 24 -26 27 -28 -29 -30 -31 leaf_value=-4.0349490960006381e-06 0.0071426332073917902 0.027874930570315981 0.0011989300565346615 -0.00090488014860980084 -0.00076819127027169477 0.0042508877087849666 -0.00090217952145382773 -0.0001323762563206819 0.0022076566222993168 0.0011405296702040304 0.0016881199708743853 0.013774104132782669 0.051355135129831198 0.00082070619811759876 -0.0027098940483187978 0.012815918303684271 -0.0010127806749019566 -0.019161936586144672 0.014054292972598756 0.041681215306743985 -0.00033775073056830545 0.00047655995231252749 0.053117890295106919 0.044096814696042042 -0.0072137439618613769 -0.0053653775466825093 0.0032366351313505544 0.00019918276826002808 0.016294805657566212 0.0011275752717000867 leaf_weight=1169291 652 36 17123 24398 12196 6350 2633 12338 7759 8244 227 150 28 14261 2775 256 33847 58 49 24 485 256 40 33 1820 1565 102 2260 181 9960 leaf_count=1169291 652 36 17123 24398 12196 6350 2633 12338 7759 8244 227 150 28 14261 2775 256 33847 58 49 24 485 256 40 33 1820 1565 102 2260 181 9960 internal_value=1.0655e-05 0.00041708 0.00103802 -0.000286187 0.000380655 0.00303837 0.000694538 -1.30786e-05 1.98899e-05 -0.000655619 0.00111885 0.00959818 0.0196857 0.000981766 0.000245605 0.00254649 -0.0009347 0.000296078 0.00513256 0.00649399 0.00565868 0.0111877 0.031611 -0.00135185 -0.00333743 -0.00155589 0.0132247 -0.00207756 0.00702828 0.0012239 internal_weight=1.3294e+06 73348 38954 34394 29319 9635 3285 1.25605e+06 1.19475e+06 61302 25456 405 178 25051 17036 8015 53058 13431 1093 1035 1011 526 89 39627 5780 3960 135 3825 437 9996 internal_count=1329397 73348 38954 34394 29319 9635 3285 1256049 1194747 61302 25456 405 178 25051 17036 8015 53058 13431 1093 1035 1011 526 89 39627 5780 3960 135 3825 437 9996 is_linear=0 shrinkage=0.05 Tree=589 num_leaves=31 num_cat=2 split_feature=52 12 77 132 80 54 12 107 38 136 135 75 136 76 39 76 80 7 23 15 126 81 67 61 18 38 23 88 21 134 split_gain=5.09327 10.7022 15.2483 11.8122 27.7394 10.6561 14.8733 10.5552 10.1885 9.7681 21.8208 9.75368 11.8199 13.4323 16.7614 19.7264 12.8805 9.44956 10.2888 9.19045 9.10459 9.06786 9.05892 8.98795 8.73171 9.47543 9.99279 15.4913 11.3763 9.30134 threshold=66.134998321533217 3.7350000143051152 8.555000305175783 1022.3500061035157 240.49090576171878 68.395000457763686 3.2749999761581425 -0.91589337587356556 15.34999990463257 0 1013.9500122070314 0.60208407044410717 1 6.7449998855590829 15.449999809265138 14.34500026702881 306.39239501953131 8.7500000000000018 13.074999809265138 4.8450000286102304 0.33379416167736059 233.16217041015628 7.9449999332427987 0.76571723818779003 12.699999809265138 10.550000190734865 10.525000095367433 -0.90842354297637928 9.2650003433227557 1014.3500061035157 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 22 8 -5 -1 -7 -6 17 10 21 -10 13 -13 15 -15 -16 18 19 -2 -20 -4 -3 -11 -25 -26 29 -28 -29 -27 right_child=1 2 9 4 7 6 -8 -9 11 23 -12 12 -14 14 16 -17 -18 -19 20 -21 -22 -23 -24 24 25 26 27 28 -30 -31 leaf_value=6.2494192977264771e-06 -0.00017061960502498687 -0.012206596710434258 -0.0092673997660008191 0.062044819898903369 0.017612690637401163 3.4829894554155626e-05 -0.0038250969498510807 -0.0030418739014735018 -0.0038473670478516189 0.0030592146536749603 -0.047679534726417984 0.033953916499657288 0.0038506984001080145 0.0061324768603536429 -0.00078882428927739201 0.074029275574721401 0.038828530510806522 0.0040486286788665449 0.01560343164082369 0.010918590784391488 0.0004756080336832943 -0.0008875467498051042 -0.0028658478480842 0.0041000632298864919 -0.0049261241961185065 -4.4274905753605402e-05 -0.00025717456373028569 0.02615551231681448 0.0066271723119136526 -0.0057042157990544341 leaf_weight=1281675 11243 304 358 25 118 5833 4362 130 325 3510 26 70 1920 23 190 20 23 1946 203 190 195 3286 1776 1262 1002 6508 1239 83 735 817 leaf_count=1281675 11243 304 358 25 118 5833 4362 130 325 3510 26 70 1920 23 190 20 23 1946 203 190 195 3286 1776 1262 1002 6508 1239 83 735 817 internal_value=1.01222e-05 0.000584342 -0.000168541 0.00153132 0.0118461 -6.55808e-06 -0.00161667 0.0067857 0.00135908 0.000280305 -0.00203094 0.00424856 0.00542005 0.0141119 0.00923755 0.0377124 0.00348911 0.000819854 0.000288775 1.36671e-05 0.00819156 -0.00171081 -0.00423103 0.000840756 0.000172854 -0.000304432 0.000189166 0.00326847 0.00860865 -0.000675561 internal_weight=1.3294e+06 37527 20906 16621 273 1.29187e+06 10195 248 16348 18826 3670 2571 2246 326 256 43 213 13777 11831 11433 398 3644 2080 15156 11646 10384 9382 2057 818 7325 internal_count=1329397 37527 20906 16621 273 1291870 10195 248 16348 18826 3670 2571 2246 326 256 43 213 13777 11831 11433 398 3644 2080 15156 11646 10384 9382 2057 818 7325 cat_boundaries=0 1 2 cat_threshold=3169 514 is_linear=0 shrinkage=0.05 Tree=590 num_leaves=31 num_cat=1 split_feature=39 115 29 107 106 87 31 63 60 52 64 68 37 111 79 23 133 135 130 129 29 104 76 30 87 55 136 120 4 64 split_gain=5.49787 8.3903 10.7963 7.14468 6.00331 5.5723 5.37442 5.166 13.1302 13.437 21.4139 23.0464 16.2126 13.1751 11.6833 11.4026 10.8144 17.7553 13.8304 13.4583 10.7376 10.1957 17.2261 16.6913 15.474 14.5574 12.96 13.5973 18.8354 17.1739 threshold=7.6499998569488534 -0.5663846731185912 1020.7500000000001 -0.72777476906776417 -0.5029098093509673 0.89269787073135387 1022.2500000000001 0.67566779255867015 0.65715083479881298 9.2349996566772479 18.714999198913578 203.85314941406253 11.150000095367433 0.40349088609218603 1.0950000286102297 6.4049999713897714 1019.8500061035157 1021.6499938964845 334.50000000000006 299.50000000000006 1032.1499633789065 -0.98657104372978199 5.0250000953674325 1019.9500122070314 0.72403499484062206 53.754999160766609 0 -0.47714059054851526 10.750000000000002 33.024999618530281 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 2 3 -1 5 -3 -4 16 9 10 20 12 -12 15 -10 -13 17 18 -2 -19 -9 23 -23 -16 -25 -26 -24 28 -28 -30 right_child=7 4 6 -5 -6 -7 -8 8 14 -11 11 13 -14 -15 21 -17 -18 19 -20 -21 -22 22 26 24 25 -27 27 -29 29 -31 leaf_value=0.00043153001066744578 -4.5029398085336564e-05 -0.0052179108059670614 0.010578504883697814 -0.009596275570908093 0.0071168608082529672 0.010419734289004869 -0.002357158810181571 0.00098394863013956 0.0033838989464269591 0.0020442385693387965 0.049756892579090266 0.0079729693769291631 0.003225831663570343 -0.00057616189034476303 -2.3747787927456026e-05 -0.0056316754728890353 -0.0028224421628891111 0.031176298309583218 0.0027878248803492509 -0.0014979366739190972 0.024904926674083828 -0.0013289292068240017 -0.00142713804262757 -0.00092629788542230326 0.0064703149599858213 0.0004681263073012164 0.00072400424457549038 -0.0001463447632045721 0.0092378651981164812 0.002002709046255287 leaf_weight=228 1129021 306 137 804 307 70 194 25250 2494 17661 36 163 39 4448 13441 2795 3483 80 4325 52 47 27987 12159 1758 3201 1476 23045 51590 1291 2249 leaf_count=228 1129021 306 137 804 307 70 194 25250 2494 17661 36 163 39 4448 13441 2795 3483 80 4325 52 47 27987 12159 1758 3201 1476 23045 51590 1291 2249 internal_value=-4.18915e-06 -0.00259407 -0.00486064 -0.00738083 0.0019291 -0.00230665 0.00299688 -1.99289e-07 0.000240315 0.000932451 0.000333412 -0.00201666 0.0255607 -0.00229594 -7.82144e-06 -0.00488199 -4.06313e-05 -3.20832e-05 -3.42188e-05 0.0183046 0.00102839 -6.90308e-05 -0.000245051 0.000978809 0.00307288 0.0045761 9.0753e-05 0.00032698 0.00124562 0.00464129 internal_weight=1.33014e+06 2046 1363 1032 683 376 331 1.32809e+06 191130 50439 32778 7481 75 7406 140691 2958 1.13696e+06 1.13348e+06 1.13335e+06 132 25297 138197 118321 19876 6435 4677 90334 78175 26585 3540 internal_count=1330137 2046 1363 1032 683 376 331 1328091 191130 50439 32778 7481 75 7406 140691 2958 1136961 1133478 1133346 132 25297 138197 118321 19876 6435 4677 90334 78175 26585 3540 cat_boundaries=0 1 cat_threshold=6240 is_linear=0 shrinkage=0.05 Tree=591 num_leaves=31 num_cat=1 split_feature=39 108 115 28 28 110 28 30 28 109 16 31 0 21 21 67 6 122 77 27 81 31 33 20 136 40 43 20 23 13 split_gain=4.96183 8.20914 7.68492 7.45257 6.58444 5.85868 5.09712 23.0522 16.0511 14.711 17.9891 14.3351 25.149 14.1563 13.9022 22.0948 18.9508 25.1387 20.6107 32.8059 17.7378 16.6409 16.475 21.5632 15.9883 14.2543 17.0061 14.0648 14.6494 19.7154 threshold=7.6499998569488534 0.53270971775054943 -0.5663846731185912 1020.7500000000001 1022.4500122070314 0.86169672012329113 1016.7500000000001 1017.0499877929689 1012.2500000000001 -0.62486237287521351 15.405000209808351 1024.2500000000002 247.50000000000003 5.3750000000000009 5.6749999523162851 18.425000190734867 4.2500000000000009 0.608738273382187 4.8849999904632577 300.50000000000006 285.00309753417974 1016.5499877929689 14.449999809265138 5.1849999427795419 0 5.3500001430511483 6.1499998569488534 7.8150000572204599 7.0250000953674325 4.2550001144409189 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 -1 3 -3 -5 -4 7 14 -9 10 13 -11 -13 -10 15 16 -2 -18 19 24 21 -17 23 25 -19 -21 -27 -16 29 -29 right_child=6 2 5 4 -6 -7 -8 8 9 11 -12 12 -14 -15 27 20 17 18 -20 22 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.0051613463708462563 0.0004701970955750946 -0.0082313511418944454 -0.0031204620983240356 0.011622274844142209 -0.005020569925295152 0.0071314562785484443 -0.00011887140973372909 -0.0077969159422231222 -0.0030304986115603548 0.0011719316233252941 -0.0085567491749449203 0.07139247676823289 -0.00099107718095183374 0.01204017461140626 0.00029214847831888677 0.018285384080041794 -0.00083464047982592313 0.013062810565881794 -0.0035809062748529937 0.023586104503677541 -0.00053368976951250445 -0.0040743629826188446 -0.0021115872667918745 0.010753289791927845 0.0018858010960860771 0.094246933460235605 0.038834444367223317 0.0016203368938866977 -0.0004378201050464853 -0.0044008660568286865 leaf_weight=301 46254 911 356 98 151 229 538122 482 191 36985 164 20 30 846 415322 401 128841 350 970 72 391 105 71 135 2995 20 45 15855 137937 1487 leaf_count=301 46254 911 356 98 151 229 538122 482 191 36985 164 20 30 846 415322 401 128841 350 970 72 391 105 71 135 2995 20 45 15855 137937 1487 internal_value=-3.98023e-06 -0.00246437 -0.00377975 -0.00613611 0.00152963 0.000892682 -1.89861e-07 8.06553e-05 0.00127041 0.00138471 0.00683085 0.0012081 0.0279623 0.00926438 1.93376e-05 -0.000362929 -0.00040199 -0.000704181 0.00290434 0.00461006 0.00746484 0.0136455 0.0193366 0.0249352 0.00309998 0.0389101 0.0558844 0.000140362 -0.00026562 0.00110405 internal_weight=1.33014e+06 2046 1745 1160 249 585 1.32809e+06 789969 38718 38236 1201 37035 50 1037 751251 180650 179753 133499 4658 3688 897 506 343 272 3345 137 65 570601 155279 17342 internal_count=1330137 2046 1745 1160 249 585 1328091 789969 38718 38236 1201 37035 50 1037 751251 180650 179753 133499 4658 3688 897 506 343 272 3345 137 65 570601 155279 17342 cat_boundaries=0 1 cat_threshold=1610 is_linear=0 shrinkage=0.05 Tree=592 num_leaves=31 num_cat=4 split_feature=123 111 11 22 29 136 126 78 11 110 31 1 105 34 8 14 38 18 20 136 12 109 127 42 64 136 12 20 28 136 split_gain=4.99357 14.8242 16.881 16.6321 12.289 11.6737 11.6327 20.6253 26.0058 15.3931 12.5463 19.1702 10.8607 11.3691 12.0646 15.2767 10.6042 9.64816 19.6695 11.8099 11.5495 16.1073 10.651 16.537 10.2388 10.3117 10.0064 9.7503 9.43251 14.1138 threshold=-0.67556449770927418 -0.90038016438484181 6.4500000476837167 7.0150001049041757 1006.3500061035157 0 0.30069434642791754 9.8450002670288104 4.6499998569488534 0.025779669173061851 1023.4500122070314 313.50000000000006 -0.75502514839172352 11.650000095367433 8.4499998092651385 1.735000014305115 10.650000095367433 6.9049999713897714 5.7550001144409189 1 1.4750000238418581 -0.77216649055480946 -0.99353402853012074 8.8499999046325701 3.4750000238418584 2 2.2849999666213994 8.4149999618530291 1014.9500122070314 3 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 1 left_child=1 2 -1 4 -4 -3 7 8 -7 16 -10 -12 13 14 -11 -16 -8 18 24 20 -20 -22 23 -23 26 -26 -2 -21 29 -19 right_child=17 5 3 -5 -6 6 9 -9 10 12 11 -13 -14 -15 15 -17 -18 28 19 27 21 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00038358596069597501 1.6884337757680351e-05 -3.3466138978369883e-05 0.061554905027151108 0.0060013750391909506 0.019998409604271933 0.00093980165710262685 0.021984649778766508 -0.0012280842638766202 0.0042523184769598238 0.001266376608236249 0.011091206898434841 0.057543898642063142 -8.9789424366603791e-05 0.00055492328291863841 0.015904578259965333 0.0040499417470357306 -0.0046947244286042675 0.00067094231630514928 -0.00086304185887964107 0.0010300438005249894 -0.001349179982959597 0.012068947441095705 0.0062270626066768218 0.058570716739632191 0.0082019807646215408 0.0012694349689475486 -0.0030768008356781705 0.028252209750864885 -0.00025789891204776745 -9.1410422840977124e-05 leaf_weight=521 40515 323736 20 359 161 14418 38 5666 6917 5195 199 25 51049 26078 304 2563 1874 78940 950 10211 749 94 3159 24 670 2600 2794 33 487475 262800 leaf_count=521 40515 323736 20 359 161 14418 38 5666 6917 5195 199 25 51049 26078 304 2563 1874 78940 950 10211 749 94 3159 24 670 2600 2794 33 487475 262800 internal_value=-3.7756e-06 0.000134224 0.00603722 0.0122321 0.0245903 0.000119926 0.000554241 0.00145641 0.00216193 0.000272315 0.00462947 0.0162757 0.000371896 0.00106225 0.00270328 0.00530694 -0.00416449 -7.17865e-05 0.000530902 0.0020914 0.00408765 0.005266 0.00677799 0.0215269 2.09979e-05 0.00271883 -0.000182699 0.00111665 -0.000116703 8.47057e-05 internal_weight=1.33014e+06 439123 1061 540 181 438062 114326 27225 21559 87101 7141 224 85189 34140 8062 2867 1912 891014 61799 15220 4976 4026 3277 118 46579 3270 43309 10244 829215 341740 internal_count=1330137 439123 1061 540 181 438062 114326 27225 21559 87101 7141 224 85189 34140 8062 2867 1912 891014 61799 15220 4976 4026 3277 118 46579 3270 43309 10244 829215 341740 cat_boundaries=0 1 2 3 4 cat_threshold=7396 4694 592 1068 is_linear=0 shrinkage=0.05 Tree=593 num_leaves=31 num_cat=1 split_feature=63 79 67 64 136 11 21 35 28 87 52 55 30 52 101 93 79 127 30 34 123 133 30 38 104 79 106 90 130 3 split_gain=4.93056 11.6403 16.9367 31.3493 22.1777 19.8881 16.9127 18.5488 16.5889 15.7961 15.1014 19.2132 20.0702 18.5957 16.2553 15.0505 14.8412 14.6916 25.4712 24.8692 14.2733 13.7626 13.3829 33.1998 15.058 16.1114 17.2888 14.915 14.7781 20.9233 threshold=0.67566779255867015 1.3949999809265139 16.704999923706058 26.505000114440922 0 11.250000000000002 7.4549999237060556 11.550000190734865 1018.5499877929689 0.82474324107170116 13.234999656677248 39.225000381469734 1017.4500122070314 72.729999542236342 -0.94098606705665577 -0.069547597318887697 10.824999809265138 -0.91702514886856068 1010.1499938964845 12.949999809265138 0.99687939882278453 1013.6499938964845 1003.9500122070314 10.750000000000002 -0.82866364717483509 31.724999427795414 -0.71087509393692005 -0.90482386946678151 34.500000000000007 145.50000000000003 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 5 4 9 -3 7 8 15 -4 14 12 -12 -13 -5 -6 17 18 19 -9 -19 22 23 -15 25 -25 28 -26 29 -27 right_child=1 2 3 10 6 -7 -8 16 -10 -11 11 13 -14 21 -16 -17 -18 20 -20 -21 -22 -23 -24 24 27 26 -28 -29 -30 -31 leaf_value=-4.3030221824646738e-05 0.0023336813192215504 -0.00059715787847793456 0.0012410440999059528 0.028636411005674406 -0.0032104248153297481 0.0031927840628049654 0.0013012544498271282 0.073266531408040056 -0.0012600109383094835 -0.002670095784351728 -0.00016860591476061413 -0.0014405529359278698 0.0034636082003081624 -0.040501550997659154 -0.0021765084062526597 0.0060014720568442644 0.003382767849832732 0.006276874426540598 0.011628657528351932 0.0048001432270255127 0.048681011558510366 -0.0040544793720919707 0.00084399807328763626 0.0093917581949971053 -0.00085622803022569131 0.092072188400703928 -0.0028222718675221716 0.017015412544771551 0.0042607681266963486 0.033872402514866055 leaf_weight=1138898 6365 72137 5753 43 555 3636 23849 36 2914 4683 7634 21147 7579 36 9325 2205 4604 2559 305 21 20 1325 13488 274 473 23 28 155 20 47 leaf_count=1138898 6365 72137 5753 43 555 3636 23849 36 2914 4683 7634 21147 7579 36 9325 2205 4604 2559 305 21 20 1325 13488 274 473 23 28 155 20 47 internal_value=-3.58305e-06 0.000231339 0.000158958 0.00055779 0.00152292 -0.000415296 0.00209582 0.00353093 0.00137113 -0.00051353 -0.000186522 0.000145041 0.00164094 -0.000469748 -0.00203507 0.00414908 0.00515514 0.00792971 0.0173623 0.0480421 0.00660572 0.000823946 0.00126838 0.00668895 0.0083545 0.0160439 0.0314903 0.00355477 0.0421653 0.0529952 internal_weight=1.33014e+06 191239 184874 109101 47504 75773 37068 13219 5674 10436 61597 52229 15213 37016 9368 2760 7545 2941 362 57 2579 15869 14544 1056 1020 392 118 628 90 70 internal_count=1330137 191239 184874 109101 47504 75773 37068 13219 5674 10436 61597 52229 15213 37016 9368 2760 7545 2941 362 57 2579 15869 14544 1056 1020 392 118 628 90 70 cat_boundaries=0 1 cat_threshold=6242 is_linear=0 shrinkage=0.05 Tree=594 num_leaves=31 num_cat=1 split_feature=104 70 35 84 69 12 68 99 55 30 127 11 52 32 28 127 63 32 60 36 52 3 62 59 79 111 111 136 71 30 split_gain=4.88645 7.35045 8.2551 8.31866 8.56278 7.89528 7.13698 6.35345 6.76912 6.39705 6.2443 6.64497 6.12602 6.11281 6.26991 5.27746 5.1566 13.3607 12.3909 11.6554 23.9219 15.5217 10.1156 9.48962 19.3318 15.3707 11.0887 10.6589 10.2117 8.89119 threshold=0.31884104013442999 304.85449218750006 12.550000190734865 0.88670679926872265 255.94423675537112 1.825000047683716 249.4853439331055 -0.96841144561767567 22.095000267028812 1002.9500122070314 -0.94260558485984791 4.6499998569488534 1.075000047683716 11.84999990463257 1008.0499877929689 -0.62249094247817982 0.73923647403717052 15.949999809265138 0.74243909120559703 16.550000190734867 15.72499990463257 35.500000000000007 0.7722158432006837 285.27655029296881 7.3550000190734872 0.66353869438171398 0.62165266275405895 0 276.06398010253912 1013.0499877929689 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=16 2 3 7 -5 6 13 9 12 -2 -10 -12 -9 -4 -15 -16 23 18 19 -18 -21 22 -22 -1 26 -26 28 29 -25 -28 right_child=1 -3 5 4 -6 -7 -8 8 10 -11 11 -13 -14 14 15 -17 17 -19 -20 20 21 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=2.0561180626226926e-05 -0.021614646293561569 -0.0087951983262579397 0.029878349815096173 0.0023485794787605607 0.034582898682167171 -0.006756603660704282 -0.003203745457846803 0.0072826923951314591 0.030901857037540705 0.0058418859559819201 0.0124837758455852 -0.0032995047847514101 -0.0062778727457019016 0.029978827836457639 0.0091764814790661099 -0.0013888204296905991 0.00096925465893509834 -0.0015871212719600764 5.1662169625486442e-05 0.0013029284031261389 0.062544262777082624 0.01339543166995848 0.016637560846284035 -0.00070852622904587364 -0.0014111445092920506 -0.00017771457262573699 -0.012873621703297628 -0.0015083629009262167 0.0016168074667380909 0.0030011958335337801 leaf_weight=1051086 22 331 21 45 38 855 1202 97 21 594 107 177 589 20 163 430 44995 8809 80084 626 30 226 20 6103 49466 51613 92 9283 20855 2137 leaf_count=1051086 22 331 21 45 38 855 1202 97 21 594 107 177 589 20 163 430 44995 8809 80084 626 30 226 20 6103 49466 51613 92 9283 20855 2137 internal_value=-3.4039e-06 -0.00161069 -0.00106788 0.00167091 0.0171065 -0.00278789 -0.000939709 0.000873679 -0.001605 0.0048613 0.00459243 0.00264701 -0.00436042 0.00335267 0.00244396 0.0015153 2.31014e-06 0.000295423 0.000427057 0.00108207 0.00670962 0.0189726 0.0441816 -3.08727e-05 -0.000418274 -0.00078133 0.000535647 -0.00076338 0.00109038 0.0023355 internal_weight=1.33014e+06 4712 4381 1690 83 2691 1836 1607 991 616 305 284 686 634 613 593 1.32542e+06 134790 125981 45897 902 276 50 1.19064e+06 139549 101079 38470 11512 26958 2229 internal_count=1330137 4712 4381 1690 83 2691 1836 1607 991 616 305 284 686 634 613 593 1325425 134790 125981 45897 902 276 50 1190635 139549 101079 38470 11512 26958 2229 cat_boundaries=0 1 cat_threshold=18 is_linear=0 shrinkage=0.05 Tree=595 num_leaves=31 num_cat=2 split_feature=31 28 16 28 33 12 28 72 136 35 19 26 1 76 6 28 125 28 31 12 136 116 20 29 3 55 108 8 120 8 split_gain=5.42839 14.8731 27.8296 17.4493 13.748 20.1196 19.1259 17.2207 15.6288 20.14 26.1764 24.0596 14.3797 13.5602 12.3106 12.26 19.1233 16.8027 17.907 16.5313 15.2997 15.061 17.837 20.5045 17.6937 15.0631 14.122 19.6684 13.8924 20.876 threshold=1010.8500061035157 1010.5499877929689 9.5450000762939471 997.54998779296886 15.550000190734865 2.4550000429153447 1007.1499938964845 0.82170963287353527 0 14.050000190734865 14.550000190734865 297.50000000000006 124.50000000000001 11.875000000000002 16.050000190734867 1008.6499938964845 -0.095842104405164705 1013.8500061035157 1004.7500000000001 4.2850000858306894 1 0.36648726463317877 9.5950002670288104 1.0000000180025095e-35 35.500000000000007 102.8050003051758 -0.84033736586570729 12.949999809265138 0.33379416167736059 7.0499999523162851 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=15 2 -2 -4 5 6 7 12 9 -7 11 -11 -5 -14 -10 19 28 18 -18 -1 -21 22 25 -24 -25 -22 -27 -28 -17 -30 right_child=1 -3 3 4 -6 8 -8 -9 14 10 -12 -13 13 -15 -16 16 17 -19 -20 20 21 -23 23 24 -26 26 27 -29 29 -31 leaf_value=0.00020008381246339774 -0.00050323823921984655 1.9077198926749532e-06 -0.0061563794137893561 -0.0035778579576050532 0.0001374322111674873 0.0033266028651356924 0.0048685594395265356 0.045167432148009543 -0.00036500261297270494 0.044005099585442575 -0.0081805012020696368 0.010150825312452514 0.023897056239572053 -0.004505921021784441 0.014689031095476821 -0.0010103617914514597 -0.006818075671640611 -0.0029758120101430661 0.00040203237955924436 0.0003585366318700159 -0.0068674633994627301 -0.010182665454599543 -0.004457859436251369 0.046905268803839724 0.0078256681656469953 -0.0037825483713626257 -3.4084181854690331e-05 0.039655649331153231 -0.0017345674621186463 -0.0068575596842333679 leaf_weight=116491 14543 1099067 566 102 3805 1575 5699 45 4531 103 72 107 219 52 140 22289 878 4508 39202 3088 1883 864 458 31 441 185 69 57 6480 2869 leaf_count=116491 14543 1099067 566 102 3805 1575 5699 45 4531 103 72 107 219 52 140 22289 878 4508 39202 3088 1883 864 458 31 441 185 69 57 6480 2869 internal_value=-9.81868e-06 3.26376e-05 0.00110283 0.00247548 0.00277248 0.00356539 0.00562574 0.0159491 0.00163476 0.0055003 0.0178357 0.0267555 0.0124241 0.018447 8.60153e-05 -0.000250078 -0.000748761 -8.16533e-05 0.000243867 5.75492e-05 -0.00228897 -0.00432905 -0.00272398 0.00307901 0.0103923 -0.00518377 0.00501045 0.0179208 -0.00168893 -0.0033067 internal_weight=1.33042e+06 1.13063e+06 31559 17016 16450 12645 6117 418 6528 1857 282 210 373 271 4671 199793 76226 44588 40080 123567 7076 3988 3124 930 472 2194 311 126 31638 9349 internal_count=1330419 1130626 31559 17016 16450 12645 6117 418 6528 1857 282 210 373 271 4671 199793 76226 44588 40080 123567 7076 3988 3124 930 472 2194 311 126 31638 9349 cat_boundaries=0 1 2 cat_threshold=4362 4373 is_linear=0 shrinkage=0.05 Tree=596 num_leaves=31 num_cat=1 split_feature=68 14 124 4 135 136 28 76 34 31 65 31 30 28 24 2 104 37 104 110 36 3 9 30 61 110 38 84 122 35 split_gain=5.26965 12.4367 12.9733 14.1561 10.1739 11.2869 12.3011 9.85846 8.04904 7.52798 7.42016 12.4739 13.8007 6.97635 6.93292 8.29293 6.88521 6.75082 6.70276 7.45313 21.2213 6.43728 6.22923 6.18591 6.08312 5.95946 5.81626 5.77646 20.3449 17.7294 threshold=317.80018615722662 1.1549999713897707 0.98897820711135875 6.0499999523162851 1016.6499938964845 0 1018.9500122070314 33.43499946594239 13.250000000000002 1017.3500061035157 71.630001068115249 1020.4500122070314 1022.1499938964845 1030.1499633789065 321.50000000000006 334.50000000000006 -0.60413348674774159 9.7500000000000018 -0.977443367242813 -0.33082792162895197 10.650000095367433 346.50000000000006 10.550000190734865 1020.4500122070314 0.46435168385505682 0.89958545565605175 10.949999809265138 0.85602468252182018 -0.73724925518035878 9.9499998092651385 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 2 -2 -4 5 10 7 -7 14 -5 18 21 23 16 -9 17 -14 -16 -3 20 22 25 -20 -13 -17 -12 -23 -1 -29 -30 right_child=1 4 3 9 -6 6 -8 8 -10 -11 11 12 13 -15 15 24 -18 -19 19 -21 -22 26 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-3.7064148345648045e-05 0.0022266893547962033 -0.0097904262906947249 0.0056918057125523438 0.05755743551189485 -0.0065176000452393653 -0.00047577261725236338 -0.0054957069468441833 -0.0072244147318207153 -0.013686911640249098 0.022647790071812085 0.0018709543503651995 0.018017291853373703 -0.018138436431964413 0.034497956541322532 -0.029470935405697674 0.041889464575797321 0.0090539448803795847 0.00031749066820526594 0.015816274773329499 -0.00029213371760183692 -0.0064464355641844833 -0.00065060826390981675 0.049126657581655311 0.053734420571062307 0.0057850882909925919 -0.0070095981605264885 0.017406614681240173 -0.00058415903641048314 -0.0013007666892601005 0.00068889961213251902 leaf_weight=1068265 1270 185 117 23 728 7314 2036 534 233 47 916 22 29 21 20 20 118 388 25 35126 71 75 32 27 28 238 110 54534 12128 145739 leaf_count=1068265 1270 185 117 23 728 7314 2036 534 233 47 916 22 29 21 20 20 118 388 25 35126 71 75 32 27 28 238 110 54534 12128 145739 internal_value=-9.32761e-06 -0.000514192 0.00403713 0.0163327 -0.000651497 -0.00056172 -0.00200155 -0.00117057 -0.00532571 0.0341181 -0.000149642 0.00322973 0.0143503 0.00754052 -0.00335788 0.00117004 0.00368946 -0.00114273 -0.00029806 -0.000248248 0.011795 0.00142751 0.0345168 0.0376982 0.0208286 3.94366e-05 0.0100861 1.0286e-05 0.000248433 0.000536045 internal_weight=1.33042e+06 49753 1457 187 48296 47568 10573 8537 1223 70 36995 1556 217 168 990 456 147 408 35439 35254 128 1339 57 49 48 1154 185 1.28067e+06 212401 157867 internal_count=1330419 49753 1457 187 48296 47568 10573 8537 1223 70 36995 1556 217 168 990 456 147 408 35439 35254 128 1339 57 49 48 1154 185 1280666 212401 157867 cat_boundaries=0 1 cat_threshold=3476 is_linear=0 shrinkage=0.05 Tree=597 num_leaves=31 num_cat=2 split_feature=31 28 16 28 33 109 136 38 66 26 99 136 108 75 38 126 12 31 61 55 106 64 38 20 103 58 23 55 124 37 split_gain=4.90317 13.5713 24.2691 14.942 14.5231 19.5384 16.2783 16.9987 31.5473 17.6085 14.8579 24.079 15.432 14.9259 14.6006 13.2056 12.4042 12.3194 12.0586 11.9293 11.8321 11.6729 22.7148 18.2549 19.8457 14.5187 21.6724 14.9321 14.7713 13.4985 threshold=1010.8500061035157 1010.7500000000001 9.5450000762939471 997.54998779296886 16.050000190734867 -0.70047318935394276 0 13.050000190734865 48.055000305175788 282.50000000000006 -0.89854100346565235 1 0.2330105006694794 0.80729413032531749 8.5500001907348651 0.9238443672657014 2.5149999856948857 1015.3500061035157 0.77751713991165172 37.034999847412116 -0.96687564253807057 67.155002593994155 13.050000190734865 9.7550001144409197 0.34062965214252477 266.41720581054693 6.4849998950958261 2.745000004768372 -0.96359375119209278 13.449999809265138 decision_type=2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 16 -4 5 6 -5 20 9 17 11 19 13 -12 -14 -16 -2 -9 -18 -7 -8 -1 25 24 29 -23 27 -27 -29 -24 right_child=1 -3 3 4 -6 10 7 8 -10 -11 12 -13 14 -15 15 -17 18 -19 -20 -21 -22 22 23 -25 -26 26 -28 28 -30 -31 leaf_value=-0.00017367407578103725 0.00039818092038839585 -3.8265873819879566e-07 -0.0058470695174262215 -0.0059197521847768227 -0.00029026825783241866 -0.00016075896468347535 0.032535828512161968 0.010722009395474146 0.066254041209816927 -0.012519323842570885 0.0027026005876639517 0.010519547184046277 0.044134954528205775 -0.010806716103579582 0.0038679284753742518 -0.0035985925612929456 -0.0028814304250335812 0.04723690960269708 0.027008196633473477 0.013910083507518742 -0.0024443875595536327 -0.0052361606729687494 -0.02416461242701189 0.0059545389698646015 -0.0032173256695611457 -0.0016088365492984082 0.00042304936690980809 0.063182921847328544 0.019625976903124454 -0.010187018453779327 leaf_weight=194421 12606 1093607 566 1011 3995 1165 25 207 25 79 431 1820 22 389 8597 636 4480 26 34 173 732 1057 256 227 713 65 2396 24 103 531 leaf_count=194421 12606 1093607 566 1011 3995 1165 25 207 25 79 431 1820 22 389 8597 636 4480 26 34 173 732 1057 256 227 713 65 2396 24 103 531 internal_value=-8.86123e-06 3.14889e-05 0.000973031 0.0021605 0.00239493 0.00309433 -0.00138006 0.00284334 0.0122105 0.00788009 0.00380607 0.00679859 0.00286807 -0.00370609 0.00345055 0.00335361 -0.000407188 0.0147966 -0.0026563 0.00164626 -0.00128916 -0.000237202 -0.00253638 -0.00725983 -0.0092596 -0.00029841 0.00171828 0.0178817 0.0278572 -0.0147337 internal_weight=1.33042e+06 1.13063e+06 37019 19899 19333 15338 2105 1094 337 312 13233 3158 10075 820 9255 9233 17120 233 4514 1338 757 199793 5372 1727 1500 3645 2588 192 127 787 internal_count=1330419 1130626 37019 19899 19333 15338 2105 1094 337 312 13233 3158 10075 820 9255 9233 17120 233 4514 1338 757 199793 5372 1727 1500 3645 2588 192 127 787 cat_boundaries=0 1 2 cat_threshold=4689 6214 is_linear=0 shrinkage=0.05 Tree=598 num_leaves=31 num_cat=2 split_feature=68 14 124 4 132 136 28 23 60 65 31 30 29 31 32 43 106 111 53 35 108 31 108 32 121 52 124 28 42 136 split_gain=4.74329 11.254 12.6155 13.5713 9.59093 10.2668 11.2173 7.36899 7.29732 7.19071 10.9451 12.5034 6.8295 6.70204 6.23197 18.057 15.9986 6.20154 5.94101 5.90773 8.70385 7.66957 7.36148 6.85659 11.5179 14.2414 11.8227 9.15618 6.38914 5.7213 threshold=317.80018615722662 1.1749999523162844 0.98897820711135875 6.0499999523162851 1015.4500122070314 0 1018.9500122070314 5.3250000476837167 0.84529256820678722 71.630001068115249 1020.4500122070314 1022.4500122070314 1030.1499633789065 1017.3500061035157 8.1500000953674334 5.1499998569488534 1.0000000180025095e-35 -0.90038016438484181 19.48499965667725 8.8499999046325701 -0.29548427462577814 1024.350036621094 0.10160087049007417 9.2500000000000018 -0.46173103153705591 2.9050000905990605 0.55191597342491161 1018.4500122070314 5.6499998569488534 1 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=-1 2 -2 -4 5 9 8 -6 -7 14 29 18 -13 -5 15 16 -3 -16 -12 20 -19 -22 -21 24 25 -24 -27 -28 -23 -11 right_child=1 4 3 13 7 6 -8 -9 -10 10 11 12 -14 -15 17 -17 -18 19 -20 22 21 28 23 -25 -26 26 27 -29 -30 -31 leaf_value=1.0191879301436701e-05 0.0019587497914599658 0.0014820741007189255 0.0053420369309144069 0.054679582883482396 0.0084044986325574837 -0.00084448194605982153 -0.005233598483129682 -0.0065413474689087125 -0.0096358406670707646 -0.0010194844086918249 0.046476926963244167 0.0024532344922584166 0.033702564015984537 0.022265132072453314 0.020654499674482005 0.04396942157160353 0.042823013368373117 0.023320298848557287 0.013764245824321456 -0.010315824002615985 -0.0077104462802102536 -0.00012126503460472231 0.0012729759671492504 -0.00035029478946168842 0.001390513365823355 0.0047339252486186265 0.061078354287328142 0.01820444967597723 0.027966530194548384 0.0057548040997223385 leaf_weight=1280666 1381 940 126 23 90 8245 2030 986 243 833 35 139 20 52 35 27 24 28 23 182 707 254 80 31967 693 28 33 20 22 487 leaf_count=1280666 1381 940 126 23 90 8245 2030 986 243 833 35 139 20 52 35 27 24 28 23 182 707 254 80 31967 693 28 33 20 22 487 internal_value=-8.41644e-06 -0.000487404 0.00366217 0.0153657 -0.000623681 -0.000517039 -0.0018929 -0.00529123 -0.00109617 -0.000120849 0.00322644 0.0136328 0.00638397 0.0322056 -0.000267709 0.00364084 0.00251131 -0.000381468 0.0335047 -0.000403114 -0.00416801 -0.00495099 -0.000287782 -0.000232174 0.00418933 0.0162364 0.0310151 0.0448995 0.00211762 0.00151569 internal_weight=1.33042e+06 49753 1582 201 48171 47095 10518 1076 8488 36577 1537 217 159 75 35040 991 964 34049 58 34014 1011 983 33003 32821 854 161 81 53 276 1320 internal_count=1330419 49753 1582 201 48171 47095 10518 1076 8488 36577 1537 217 159 75 35040 991 964 34049 58 34014 1011 983 33003 32821 854 161 81 53 276 1320 cat_boundaries=0 1 2 cat_threshold=3476 1284 is_linear=0 shrinkage=0.05 Tree=599 num_leaves=31 num_cat=0 split_feature=43 31 28 16 28 19 12 1 30 87 91 0 72 76 126 122 8 39 56 42 13 64 6 35 89 38 0 15 54 16 split_gain=4.72314 4.5374 12.4432 23.0432 15.4085 13.9921 14.3772 14.9222 13.0669 12.4159 20.2497 12.8816 11.6565 12.2664 11.4737 13.3049 13.3663 16.8069 13.0568 13.8817 15.1497 15.1544 14.8214 22.7538 29.2393 30.0632 17.1695 14.255 16.6143 16.5611 threshold=-1.0000000180025095e-35 1010.8500061035157 1010.2500000000001 10.405000209808351 997.54998779296886 13.344999790191652 3.3549998998641972 140.50000000000003 1015.0499877929689 0.79839262366294872 -0.98761123418807972 85.500000000000014 0.86195573210716259 36.614999771118171 -0.81408452987670887 0.21643137186765674 7.9500000476837167 14.250000000000002 287.30360412597662 9.8499999046325701 2.6350001096725468 17.185000419616703 7.3500001430511483 14.949999809265138 -0.35096040368080134 14.750000000000002 196.50000000000003 1.9950000047683718 15.045000076293947 18.219999313354496 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 14 3 -3 -5 9 8 -8 -7 10 11 -6 13 -12 15 18 -17 -18 19 22 21 -21 -2 27 26 -26 -25 -24 29 -29 right_child=1 2 -4 4 5 6 7 -9 -10 -11 12 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 23 24 25 -27 -28 28 -30 -31 leaf_value=-0.0036471524447408209 -0.00033944361730235174 -0.00025434123437610619 8.4199977557215478e-06 -0.0060979350176751032 0.042122377627288654 0.0025734664245728144 -0.014237667788119322 -0.00067705477869082836 0.033274125037361435 0.0015088089664027538 0.0055760504735165957 0.014232615188238549 -0.0070767995261446729 0.026428820881281151 -6.9411461158439171e-05 -0.00054116673241812175 -0.0029970246430711489 -0.010656522449088941 -0.0050599991362433195 -0.00066896832471438584 -0.0065324759892226806 0.031099667768974444 -0.0069199163876761671 -0.008007215739975513 0.083861399946674228 0.0093225841460177136 0.032951997593045235 0.0051223003672174082 -0.001905526588235066 0.039259431751108631 leaf_weight=891 7190 13500 1104934 466 49 3558 249 1095 35 1908 3437 267 179 72 170889 5082 5657 820 1315 3094 1405 38 356 71 31 24 40 2712 1019 36 leaf_count=891 7190 13500 1104934 466 49 3558 249 1095 35 1908 3437 267 179 72 170889 5082 5657 820 1315 3094 1405 38 356 71 31 24 40 2712 1019 36 internal_value=-7.99384e-06 -5.55501e-06 3.32876e-05 0.00114056 0.00280484 0.00318724 0.00122229 -0.0031894 0.00287253 0.00482813 0.00640987 0.0185573 0.00536904 0.00600392 -0.00022521 -0.00114678 -0.00246066 -0.00396673 -0.000270487 0.000122757 -0.00221868 -0.000283525 0.00104819 0.0033744 0.0215242 0.0513354 0.00675286 0.00264366 0.00354746 0.00556951 internal_weight=1.33042e+06 1.32953e+06 1.12975e+06 24815 11315 10849 4937 1344 3593 5912 4004 316 3688 3509 199779 28890 11559 6477 17331 16016 4537 3132 11479 4289 166 55 111 4123 3767 2748 internal_count=1330419 1329528 1129749 24815 11315 10849 4937 1344 3593 5912 4004 316 3688 3509 199779 28890 11559 6477 17331 16016 4537 3132 11479 4289 166 55 111 4123 3767 2748 is_linear=0 shrinkage=0.05 Tree=600 num_leaves=31 num_cat=5 split_feature=87 35 112 31 34 136 136 76 35 17 76 20 136 13 64 124 34 9 114 34 35 71 123 8 64 22 14 136 136 8 split_gain=5.56858 18.254 16.8464 16.0957 15.526 33.0804 14.7264 18.1123 14.6743 19.9031 14.0459 13.0441 14.4061 13.5554 12.9512 12.2408 13.747 14.9723 11.8425 11.0678 24.2098 10.9321 19.7712 18.0223 15.6756 15.4087 14.5575 15.2029 14.9816 15.3602 threshold=0.85573968291282665 12.34999990463257 -0.96811076998710621 1020.9500122070314 11.949999809265138 0 1 28.925000190734867 10.750000000000002 11.269999980926515 20.57499980926514 5.4749999046325692 2 3.9050000905990605 84.40000152587892 0.50751903653144848 10.550000190734865 13.050000190734865 0.11319890245795251 13.550000190734865 15.050000190734865 286.48175048828131 -0.41467745602130884 13.550000190734865 67.155002593994155 5.6150000095367441 0.90500000119209301 3 4 10.650000095367433 decision_type=2 2 2 2 2 1 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 left_child=21 2 -2 19 8 -6 7 -5 11 14 -7 -4 -13 -14 15 18 17 -17 -10 -3 -21 24 23 -23 -1 -25 27 -24 29 -28 right_child=1 3 4 6 5 10 -8 -9 9 -11 -12 12 13 -15 -16 16 -18 -19 -20 20 -22 22 26 25 -26 -27 28 -29 -30 -31 leaf_value=-1.6743535973292545e-05 -0.0028425935909239652 0.00057599355067361534 -0.003812635730000226 0.0030946444794083387 0.00059129255820087527 -0.0024348068075049811 -0.000604051396525192 0.014879914563215739 -0.00081469606783202023 -0.001310739435944532 -0.0063972580619486939 -0.0043536535948460828 0.0001407174478522578 -0.0045986117812033293 0.012140035550994632 0.0037092423650010283 0.0015129580874815092 0.014715219501609464 0.021887377045791728 -0.0011132659740454112 0.00047130663618062067 0.00071159819813027263 0.010255998057243811 0.008510704643574207 -0.00266993255588131 0.0022803852024295412 -0.00078042867866341215 0.0014458877738627782 0.00018132691088821001 -0.0049352224888776601 leaf_weight=868366 9072 51567 3584 4757 7811 6769 2825 350 6003 9554 3340 2292 20923 1626 279 1347 13078 401 58 48857 47580 87691 637 1202 5603 5691 26909 2060 87865 2425 leaf_count=868366 9072 51567 3584 4757 7811 6769 2825 350 6003 9554 3340 2292 20923 1626 279 1347 13078 401 58 48857 47580 87691 637 1202 5603 5691 26909 2060 87865 2425 internal_value=-3.49354e-06 -0.000220395 -0.000804585 0.000102304 -0.000564673 -0.00185399 0.00229661 0.0038947 -0.00017403 0.000583552 -0.0037403 -0.000992778 -0.000585935 -0.000200945 0.00143861 0.00129566 0.00206958 0.00623407 -0.000597451 -1.52956e-05 -0.000331471 4.47457e-05 0.000364615 0.000905103 -3.37531e-05 0.00336683 -6.17681e-05 0.00357012 -0.000145346 -0.00112352 internal_weight=1.33052e+06 242073 86137 155936 77065 17920 7932 5107 59145 30720 10109 28425 24841 22549 21166 20887 14826 1748 6061 148004 96437 1.08845e+06 214480 94584 873969 6893 119896 2697 117199 29334 internal_count=1330522 242073 86137 155936 77065 17920 7932 5107 59145 30720 10109 28425 24841 22549 21166 20887 14826 1748 6061 148004 96437 1088449 214480 94584 873969 6893 119896 2697 117199 29334 cat_boundaries=0 1 2 3 4 5 cat_threshold=786 2837 6177 67 3169 is_linear=0 shrinkage=0.05 Tree=601 num_leaves=31 num_cat=4 split_feature=87 16 12 35 83 111 80 35 34 4 136 35 136 64 28 20 13 34 55 15 74 31 100 38 124 136 136 77 126 72 split_gain=5.02622 17.1351 15.8291 13.0786 13.4099 12.7834 23.8218 13.2031 16.7913 22.1383 15.4442 15.2861 17.7441 14.3694 16.624 12.2246 12.8985 11.8922 11.084 11.0706 10.9299 10.8101 10.5397 10.4695 19.5736 25.863 11.2113 11.2461 11.2621 10.1531 threshold=0.85573968291282665 11.775000095367433 4.2850000858306894 12.550000190734865 198.28699493408206 -0.99416884779930104 233.17897033691409 10.34999990463257 10.750000000000002 9.3499999046325701 0 11.34999990463257 1 55.98500061035157 1009.4500122070314 5.3150000572204599 3.7649999856948857 14.449999809265138 15.194999694824221 3.7549999952316289 0.86586424708366405 1023.8500061035157 0.49376906454563146 10.949999809265138 0.64942333102226268 2 3 25.335000038146976 0.83385404944419872 0.91499611735343944 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 left_child=-1 5 3 4 -3 6 18 10 9 22 -7 12 -10 23 17 -12 19 -15 -2 -17 -11 -5 -9 24 25 -13 27 -25 -29 -23 right_child=1 2 -4 21 -6 7 -8 8 11 20 15 13 -14 14 -16 16 -18 -19 -20 -21 -22 29 -24 26 -26 -27 -28 28 -30 -31 leaf_value=4.2513860587747485e-05 0.003483250118649367 0.0056816146707200053 -0.0053224194370988338 -0.00032113237503461346 -0.0017568281073739288 -0.0061815514129760869 0.061361530665308243 0.0030249740971447199 0.0021474303866135702 0.0080113988042767818 -0.0049297739612289525 0.019120906730755602 -0.0027671617607216139 -0.00057620821991639047 0.0055128086639726695 -0.00021961284311214653 -0.0063585817866334453 -0.019149157435190189 0.03001641962503971 0.0071019543066290301 -0.00020555981486571008 0.0032348827141122113 -0.0012757870748773162 -0.0002814624518530604 0.0044245025602421923 -0.0041731723675800924 0.0003500221360134664 -0.0040749985033542843 0.0002236023691683453 0.020498704639393638 leaf_weight=1088449 465 620 1923 43332 26646 1478 20 2611 2323 1975 1611 120 8677 528 2399 11310 823 103 43 541 509 1011 3135 30819 3518 1447 87340 4290 2363 93 leaf_count=1088449 465 620 1923 43332 26646 1478 20 2611 2323 1975 1611 120 8677 528 2399 11310 823 103 43 541 509 1011 3135 30819 3518 1447 87340 4290 2363 93 internal_value=-3.31604e-06 -0.000209384 -0.000845682 -0.000725619 -0.00158769 6.87279e-05 0.00783645 4.43034e-05 0.000187006 0.00238354 -0.00133317 6.14042e-05 -0.00172985 0.000209635 0.00361341 -0.000826628 -0.000305726 -0.00360793 0.00572917 0.000114618 0.00632765 -0.000196653 0.000678492 0.000130238 0.00235414 -0.00229393 3.9633e-05 -0.000683735 -0.00254823 0.00468917 internal_weight=1.33052e+06 242073 73625 71702 27266 168448 528 167920 152157 8230 15763 143927 11000 132927 3030 14285 12674 631 508 11851 2484 44436 5746 129897 5085 1567 124812 37472 6653 1104 internal_count=1330522 242073 73625 71702 27266 168448 528 167920 152157 8230 15763 143927 11000 132927 3030 14285 12674 631 508 11851 2484 44436 5746 129897 5085 1567 124812 37472 6653 1104 cat_boundaries=0 1 2 3 4 cat_threshold=2337 4610 1 4177 is_linear=0 shrinkage=0.05 Tree=602 num_leaves=31 num_cat=1 split_feature=52 12 67 133 65 10 65 78 71 25 136 34 37 31 108 76 119 115 55 31 34 85 100 67 5 121 130 11 36 80 split_gain=5.07405 13.0611 15.665 13.2873 10.4748 9.50664 8.43211 19.0783 13.315 10.0353 13.2095 14.983 11.0023 9.56328 12.8649 17.2667 19.755 18.032 10.1779 13.4056 13.6655 13.3024 11.7573 11.6719 11.6497 9.98185 10.018 9.40342 10.5679 10.3212 threshold=99.075000762939467 4.1849999427795419 34.565000534057624 1023.9500122070314 40.225000381469734 19.750000000000004 43.135000228881843 19.755000114440922 281.22003173828131 285.50000000000006 0 13.84999990463257 15.34999990463257 1005.9500122070314 -0.84033736586570729 27.255000114440922 0.55191597342491161 -0.9099266231060027 40.284999847412116 1016.9500122070314 7.5499999523162851 0.70895862579345714 -0.20379421859979627 35.754999160766609 9.4499998092651385 -0.67556449770927418 179.50000000000003 16.250000000000004 10.750000000000002 294.94451904296881 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 4 5 -3 -1 8 9 10 11 -8 -13 14 25 17 -17 27 19 20 -15 -22 24 -24 -21 -9 -27 28 -16 -30 right_child=1 3 -4 -5 -6 -7 7 13 -10 -11 -12 12 -14 18 15 16 -18 -19 -20 22 21 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=7.0333569923259731e-06 0.00071467226352057533 -0.0032691253918219832 0.0052861644560800655 -0.014909336026157103 0.00077258103360388654 0.029745680449361152 -0.0061497620462129515 0.028247193976207393 -0.0012221108349382732 -0.007733760139300285 -0.0037236207267900079 0.030816497719600142 -0.0044036681329210599 -0.0095480406025992975 -0.0085144755939836614 -0.01185867454071624 -0.00044982733919621552 -0.0046220097474306441 -0.0010593590075851278 0.0032295991699275977 0.008744934725646648 0.00020933649856111534 0.00026922915946819799 0.0057638770149849245 0.038822785463738956 0.0010165469406696428 0.033173546597361568 -0.0073747209810729455 0.016597371038513827 -0.0073306465530409842 leaf_weight=1274536 5428 2456 2862 155 7516 22 84 38 9578 1591 2306 85 30 340 64 954 630 734 6727 45 482 8614 1735 2182 47 776 25 90 338 52 leaf_count=1274536 5428 2456 2862 155 7516 22 84 38 9578 1591 2306 85 30 340 64 954 630 734 6727 45 482 8614 1735 2182 47 776 25 90 338 52 internal_value=-3.14705e-06 0.000820514 0.00229291 -0.000382185 -0.000156879 -0.00297602 -1.47221e-05 -0.000753214 -0.00224243 -0.00462832 -0.00265597 0.00942925 0.0216286 9.97802e-05 -0.00223655 -0.00383265 -0.00732106 0.00049101 0.000528432 0.00132286 0.000293763 0.000661641 0.00374505 0.00333007 0.0214131 0.00320807 0.0020202 0.00738983 0.0103167 0.013407 internal_weight=1.33052e+06 18439 8290 10149 9994 2478 1.31208e+06 37547 13674 4096 2505 199 115 23873 3701 2862 1584 1278 20172 13445 9436 9096 4009 3917 92 839 801 544 454 390 internal_count=1330522 18439 8290 10149 9994 2478 1312083 37547 13674 4096 2505 199 115 23873 3701 2862 1584 1278 20172 13445 9436 9096 4009 3917 92 839 801 544 454 390 cat_boundaries=0 1 cat_threshold=4352 is_linear=0 shrinkage=0.05 Tree=603 num_leaves=31 num_cat=0 split_feature=80 113 9 20 30 66 64 76 35 38 29 7 66 124 95 110 38 40 35 84 29 4 39 108 29 123 20 38 82 42 split_gain=4.78548 13.5772 8.78126 13.0135 21.2206 13.2232 12.2881 11.9869 10.292 20.2696 14.8034 12.9629 10.353 9.3147 8.19014 11.1314 9.34804 11.487 9.5699 11.223 9.47945 13.0544 13.3168 10.8604 10.6999 10.1345 9.31356 7.94426 7.70189 7.68135 threshold=318.60926818847662 -0.8338540494441985 3.5499999523162846 6.7750000953674325 1015.4500122070314 37.68499946594239 1.8149999976158144 5.0250000953674325 10.84999990463257 10.650000095367433 1013.2500000000001 12.050000190734865 0.83499997854232799 -1.0000000180025095e-35 0.35748971998691564 -0.14745543897151944 11.550000190734865 10.050000190734865 12.650000095367433 0.86118975281715404 1015.4500122070314 7.9500000476837167 14.250000000000002 0.85054197907447826 1016.6499938964845 -0.60873827338218678 6.2750000953674325 17.250000000000004 308.17478942871099 9.6500000953674334 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 -3 7 8 -6 -4 10 -10 -12 -13 -8 15 -15 17 -16 19 -18 -20 -22 23 28 25 -24 27 -26 -23 -25 right_child=1 2 6 -5 5 -7 13 -9 9 -11 11 12 -14 14 16 -17 18 -19 20 -21 21 22 24 29 26 -27 -28 -29 -30 -31 leaf_value=2.3009434983001735e-05 -0.0017542596161798656 -6.118516570576819e-05 -0.0051356985111147314 -0.00088040765593491136 -0.0019377191830921318 0.034645320616058399 -0.0037110901974906347 0.0057594110879974209 -0.0061414800965062834 -0.0018043974181887685 0.0050405976305591058 0.037429170325049201 0.013153874780816425 0.02680313837055753 0.00050223688775716876 0.00072832708149224836 -0.00044905824943433268 0.0099083684779532784 -0.0016013403706911908 -0.0044435921592588913 -0.0017296392905760752 -0.0044077265380606566 0.01381516563895752 0.002402754868107647 0.0022254915135345478 -0.0013263346542636541 -0.004875089953751798 0.02786364369500062 0.011076312575766578 -0.02220046842361198 leaf_weight=1237484 14505 4656 1939 5431 594 37 1650 3407 170 8902 366 64 140 41 8177 24203 3307 338 5969 3755 2149 88 244 474 358 202 886 33 919 34 leaf_count=1237484 14505 4656 1939 5431 594 37 1650 3407 170 8902 366 64 140 41 8177 24203 3307 338 5969 3755 2149 88 244 474 358 202 886 33 919 34 internal_value=-2.99109e-06 -0.00034882 -8.92362e-05 0.00103977 0.00223928 0.00489182 -0.000336834 0.00461667 -0.00181185 -0.00114343 0.00680786 0.0106699 0.0207697 -1.34733e-05 0.000105742 0.000772423 -0.000494378 0.00087561 -0.00112775 -0.00257303 -0.000228969 0.00129167 0.00329686 0.0067164 0.00029012 0.00695736 -0.00203845 0.00438933 0.00972319 0.000756082 internal_weight=1.33052e+06 93038 78533 14125 8694 4038 64408 4001 11581 9642 740 570 204 52827 51177 24244 26933 8515 18418 7062 11356 5387 3238 1515 1723 446 1277 391 1007 508 internal_count=1330522 93038 78533 14125 8694 4038 64408 4001 11581 9642 740 570 204 52827 51177 24244 26933 8515 18418 7062 11356 5387 3238 1515 1723 446 1277 391 1007 508 is_linear=0 shrinkage=0.05 Tree=604 num_leaves=31 num_cat=3 split_feature=23 12 15 14 136 12 67 8 136 28 14 122 28 112 71 27 117 89 36 32 30 126 108 71 28 15 24 12 16 136 split_gain=4.60717 8.26038 26.3076 23.4605 32.5039 21.0272 15.3813 14.6641 13.551 12.5112 11.5758 11.0738 12.1258 10.0898 9.14892 8.25582 7.87818 7.82278 8.87563 9.27721 8.86382 7.78757 7.28252 8.30252 7.35044 7.16237 22.2499 22.1038 17.4642 15.4517 threshold=4.7449998855590829 0.94499999284744274 1.2849999666213991 0.90500000119209301 0 1.1549999713897707 10.644999980926515 9.0500001907348651 1 1007.1499938964845 0.78499999642372142 -0.85260769724845875 1017.9500122070314 -0.13052122294902799 283.22254943847662 302.50000000000006 1.836970212703303e-16 -0.46232007443904871 10.34999990463257 6.7500000000000009 1024.4500122070315 -0.043617725372314446 -0.77605792880058277 273.86946105957037 1017.1499938964845 1.0049999952316286 272.50000000000006 1.1549999713897707 6.9049999713897714 2 decision_type=2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=17 2 7 4 11 10 9 8 22 16 -6 12 -3 15 -9 -7 -4 -1 19 -19 -20 -10 23 -2 -25 26 28 -28 -5 -29 right_child=1 3 6 25 5 13 -8 14 21 -11 -12 -13 -14 -15 -16 -17 -18 18 20 -21 -22 -23 -24 24 -26 -27 27 29 -30 -31 leaf_value=0.0015059677045729239 0.0038332295602514126 -0.0018522987475717686 0.041111552257622995 -0.0031704611257780749 0.01038425832993705 0.011104372451584577 0.01839112730776625 0.0038089310615302035 -0.00049123466023430842 0.0027357715556000865 0.0025456393889566678 0.0020718336354054335 0.0046089888183897454 -0.0034204157927603114 0.019760233773117902 0.023933267529785085 0.0034412611356895908 0.014332414349569902 3.3079036072035576e-05 0.0023972982739569322 -0.0080894355452344763 -0.0016577375913975675 -0.00010895704070617958 0.04473554182052613 0.0074349514375041644 -3.1876230034640734e-05 0.00010218048457483345 0.00095699049785429784 0.00030594224271421154 0.0053206256212601881 leaf_weight=13290 360 5525 35 4393 542 792 175 977 25958 3114 3595 5425 836 102 99 149 23 194 36455 1013 339 31879 60048 25 28 1098224 7733 3180 20338 5676 leaf_count=13290 360 5525 35 4393 542 792 175 977 25958 3114 3595 5425 836 102 99 149 23 194 36455 1013 339 31879 60048 25 28 1098224 7733 3180 20338 5676 internal_value=-2.84154e-06 -2.14719e-05 -0.000411513 1.99166e-05 0.00186553 0.00516217 0.00396047 -0.000534095 -0.000586947 0.00316433 0.0035726 0.000411908 -0.00100312 0.0115166 0.00527657 0.0131357 0.0261733 0.000461813 9.6643e-05 0.00431562 -4.17574e-05 -0.001134 -6.34374e-05 0.00655334 0.0250296 -7.56161e-06 0.000638685 0.00205534 -0.000311576 0.00376083 internal_weight=1.33052e+06 1.27923e+06 122721 1.15651e+06 16966 5180 3347 119374 118298 3172 4137 11786 6361 1043 1076 941 58 51291 38001 1207 36794 57837 60461 413 53 1.13954e+06 41320 16589 24731 8856 internal_count=1330522 1279231 122721 1156510 16966 5180 3347 119374 118298 3172 4137 11786 6361 1043 1076 941 58 51291 38001 1207 36794 57837 60461 413 53 1139544 41320 16589 24731 8856 cat_boundaries=0 1 2 3 cat_threshold=2208 4898 2208 is_linear=0 shrinkage=0.05 Tree=605 num_leaves=31 num_cat=0 split_feature=79 76 67 76 64 106 31 132 17 78 41 64 19 79 127 122 83 67 36 16 34 13 108 83 127 78 8 64 11 41 split_gain=5.00232 17.7074 16.7109 23.2206 26.5372 14.808 19.3088 23.9389 16.3257 14.7649 19.197 18.5281 21.9854 22.4125 19.6818 20.5878 16.9889 16.2632 15.532 15.5183 15.4254 14.6639 14.4902 22.9937 17.832 16.1342 16.3664 14.1296 13.9466 13.9286 threshold=6.8949999809265146 4.1549999713897714 6.2049999237060556 7.1250000000000009 4.6150000095367441 -0.95107465982437123 1018.2500000000001 1019.3500061035157 17.029999732971195 14.184999942779543 2.7500000000000004 3.6049998998641972 7.4149999618530282 12.434999942779543 -0.91702514886856068 -0.58068084716796864 294.52413940429693 6.0150001049041757 13.949999809265138 18.219999313354496 10.949999809265138 1.3949999809265139 0.28526723384857183 293.29957580566412 1.0000000180025095e-35 5.1449999809265146 15.84999990463257 14.154999732971193 10.449999809265138 16.250000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 27 4 -4 6 7 8 -6 16 11 17 -13 14 15 28 21 -11 -17 -18 -16 -3 23 24 -5 -24 -27 -1 -14 -12 right_child=1 9 3 22 5 -7 -8 -9 -10 10 29 12 13 -15 20 18 19 -19 -20 -21 -22 -23 25 -25 -26 26 -28 -29 -30 -31 leaf_value=2.2225962537746527e-05 0.0014326857241245339 0.00057928825547305955 0.0026224070964127638 0.0025711547786533878 -0.0013198518722688972 -0.00067342025429833379 0.0025892684009475777 0.013621494843651737 0.0093259858614628162 -0.00054561333134181891 -0.001963971636469605 0.0022995641115062322 0.0089078519737608407 3.1015144569503348e-05 0.0046731167994747786 0.001885790522893927 -8.7114185427209889e-05 -0.0044092228859520122 0.016941251928059786 -0.0041206027331595384 0.00053380211101835228 -0.0014718265271731123 0.006909144376352554 -0.0076986763665467632 -0.0028046835657166615 0.0020108865720035647 0.013160988462806934 -0.0020146669796257469 0.028791640657124973 0.036984708265441917 leaf_weight=822795 17184 10276 10170 6506 9707 41515 9667 291 374 25670 11530 14232 195 130260 2885 1069 117568 3047 204 2434 10237 57320 2313 775 2022 11277 339 8603 161 23 leaf_count=822795 17184 10276 10170 6506 9707 41515 9667 291 374 25670 11530 14232 195 130260 2885 1069 117568 3047 204 2434 10237 57320 2313 775 2022 11277 339 8603 161 23 internal_value=8.87327e-06 -0.000137872 7.29182e-05 0.000701302 0.000256306 -0.000134623 0.000981607 -0.000516779 -0.000924897 -0.000207589 9.18415e-05 0.000213436 0.000424247 0.000240195 0.00208738 0.00727097 -0.000526038 -0.000955559 0.00429845 -0.000168925 0.00144387 -0.00116001 0.00207514 0.000547177 0.00129654 0.00309564 0.00233629 1.14895e-06 0.0179002 -0.00188643 internal_weight=1.33065e+06 404295 926354 94956 71724 61554 20039 10372 10081 387111 199513 187960 159243 145011 14751 1629 187598 28717 1273 120002 13122 67596 23232 9303 8528 13929 11616 831398 356 11553 internal_count=1330649 404295 926354 94956 71724 61554 20039 10372 10081 387111 199513 187960 159243 145011 14751 1629 187598 28717 1273 120002 13122 67596 23232 9303 8528 13929 11616 831398 356 11553 is_linear=0 shrinkage=0.05 Tree=606 num_leaves=31 num_cat=2 split_feature=9 4 4 136 124 136 20 11 108 34 9 28 4 14 37 63 123 2 3 28 11 39 28 30 1 40 33 13 63 127 split_gain=4.50896 24.7169 23.5152 17.2213 15.9041 22.9973 17.4259 15.5208 15.7367 14.9253 19.4567 19.4281 13.9876 16.4761 14.4126 23.1628 13.8619 18.1542 14.8478 13.5851 14.0253 13.5536 15.9962 13.1597 16.0899 13.1501 12.8053 20.5018 12.7992 20.0318 threshold=8.8499999046325701 7.3500001430511483 5.3500001430511483 0 -0.93038213253021229 1 7.3750000000000009 7.4500000476837167 0.42234969139099127 9.4499998092651385 11.150000095367433 1016.3500061035157 8.3499999046325701 2.6450001001358037 10.050000190734865 0.65084797143936168 -0.93038213253021229 330.50000000000006 238.50000000000003 1024.7500000000002 9.3499999046325701 9.8499999046325701 1011.9500122070314 1022.2500000000001 153.50000000000003 10.34999990463257 14.750000000000002 0.99500000476837169 0.8141823709011079 -0.8338540494441985 decision_type=2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 -3 6 7 -4 8 -6 10 -10 -12 -9 14 15 -14 19 28 -19 -7 -21 22 -15 -16 -25 -26 27 -5 -18 -30 right_child=2 3 4 26 5 16 -8 12 9 -11 11 -13 13 21 23 -17 17 18 -20 20 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=7.3501030002009967e-06 0.001921335857380326 0.0030474692020196325 -0.002458839971939933 0.0065384528449126122 -0.0025385819286017236 0.00087116314470031618 0.00029160603190620833 -0.00064460155757940427 0.0036868729054195569 0.0028858269083538932 0.039771600594394843 0.010015985369079772 0.007893594240958467 -0.031084521360424978 0.0016182539360624394 0.049665487563706361 -0.00070603159436088319 -0.0023724621257081406 0.00060542095026946551 0.0052393540472170357 0.034529673562274647 0.00031048552311720596 -0.0044537314682276579 -0.0087973786648688958 0.0078281664483319021 0.028663092037222448 -0.0011449169323867932 0.00083774686100819963 0.0068763699168028075 0.00026142950997209952 leaf_weight=894652 13416 9681 15492 1664 1258 18493 9166 19150 331 7374 96 128 322 62 13141 37 200151 4535 54376 133 59 16864 623 135 865 83 7631 30220 1307 9204 leaf_count=894652 13416 9681 15492 1664 1258 18493 9166 19150 331 7374 96 128 322 62 13141 37 200151 4535 54376 133 59 16864 623 135 865 83 7631 30220 1307 9204 internal_value=8.42961e-06 6.73505e-05 -0.000135346 0.00115849 -0.000209244 -0.000122471 -0.00143643 0.000763978 0.00265669 0.00348096 0.0113882 0.0227684 0.000425053 0.00106255 0.00230457 0.0121988 -0.000308441 -0.000399736 0.000376182 0.00100854 0.01424 3.04355e-05 -0.00686411 0.00205485 0.0073525 0.00965232 0.000694746 0.00113526 -0.000616719 0.00108397 internal_weight=1.33065e+06 943848 386801 49196 373385 348727 24658 60469 9187 7929 555 224 51282 32132 14583 359 288258 269573 58911 18685 192 17549 685 14224 1083 948 39515 31884 210662 10511 internal_count=1330649 943848 386801 49196 373385 348727 24658 60469 9187 7929 555 224 51282 32132 14583 359 288258 269573 58911 18685 192 17549 685 14224 1083 948 39515 31884 210662 10511 cat_boundaries=0 1 2 cat_threshold=1284 1042 is_linear=0 shrinkage=0.05 Tree=607 num_leaves=31 num_cat=2 split_feature=70 132 136 28 52 82 32 23 15 13 35 19 23 64 64 112 37 54 1 136 9 38 123 104 54 13 23 130 86 114 split_gain=4.54419 9.55555 8.24495 12.0487 9.84708 10.6991 11.6025 15.2526 9.24028 8.00898 7.78085 7.68672 6.77936 6.62792 5.99013 11.7241 5.60865 5.553 5.53487 22.1827 10.2127 13.1016 12.7663 11.401 26.6391 12.168 14.2583 25.8687 12.1728 10.9076 threshold=317.24839782714849 1015.3500061035157 0 1018.9500122070314 0.87500000000000011 242.65333557128909 8.5500001907348651 6.1250000000000009 1.2749999761581423 3.4650000333786015 12.750000000000002 9.5450000762939471 5.805000066757203 55.98500061035157 1.0850000381469729 -0.39873388409614557 7.3500001430511483 0.064999999478459372 63.500000000000007 1 11.250000000000002 13.550000190734865 0.28400452435016638 -0.93426778912544239 82.675003051757827 3.9850000143051152 9.4849996566772479 123.50000000000001 0.81598442792892467 -0.97625884413719166 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=18 2 4 -4 8 6 7 -6 11 -8 -11 -2 -3 -5 15 -10 -16 -7 19 -1 -21 22 23 24 -22 26 29 -28 -29 -25 right_child=1 12 3 13 5 17 9 -9 14 10 -12 -13 -14 -15 16 -17 -18 -19 -20 20 21 -23 -24 25 -26 -27 27 28 -30 -31 leaf_value=0.00096501522424667348 0.0016460848096562124 0.0017922470324116817 -0.00055426489251114242 -0.0042880965929093812 0.061529113775627177 0.014016844968621931 0.0018937817691353923 0.0063192562681847605 -0.0020924876346733829 0.01063652015926147 0.044508906657851878 0.016060879650697309 -0.0069238435954572883 0.0045321163306492772 0.010213147816606441 -0.012131353342291816 -0.0015239912531792828 0.00039151063459606848 -1.5815532596880542e-05 -3.9714143166244694e-05 0.00060873509643392433 -0.0050406721513705944 0.012733114580294949 -0.011848578593126831 0.055013720362136767 -0.0079609695469248631 -0.0073376424698374026 0.049810142718255519 0.0051792906639589508 -0.00017499571085801893 leaf_weight=71998 490 294 15190 3451 22 75 405 29 1019 88 21 114 925 227 104 407 4774 25258 1094186 104865 90 2371 177 214 30 606 65 50 22 3082 leaf_count=71998 490 294 15190 3451 22 75 405 29 1019 88 21 114 925 227 104 407 4774 25258 1094186 104865 90 2371 177 214 30 606 65 50 22 3082 internal_value=8.00927e-06 -0.000446132 -0.000342912 -0.00117537 0.000136186 0.000583621 0.00738864 0.0301353 -0.00154105 0.00513168 0.0171624 0.00436676 -0.00482169 -0.00374373 -0.00210709 -0.00495772 -0.00127375 0.000431849 2.68086e-05 0.000280873 -0.000160679 -0.00205222 -0.000418085 -0.000977778 0.01421 -0.00142901 -0.000275977 0.0155292 0.0361729 -0.000932929 internal_weight=1.33065e+06 52893 51674 18868 32806 25898 565 51 6908 514 109 604 1219 3678 6304 1426 4878 25333 1.27776e+06 183570 111572 6707 4336 4159 120 4039 3433 137 72 3296 internal_count=1330649 52893 51674 18868 32806 25898 565 51 6908 514 109 604 1219 3678 6304 1426 4878 25333 1277756 183570 111572 6707 4336 4159 120 4039 3433 137 72 3296 cat_boundaries=0 1 2 cat_threshold=436 3464 is_linear=0 shrinkage=0.05 Tree=608 num_leaves=31 num_cat=2 split_feature=79 76 107 31 30 136 34 39 31 104 132 94 76 136 81 82 15 107 78 134 9 37 42 62 85 28 37 23 122 110 split_gain=4.45759 16.0083 14.0612 15.9758 15.6959 18.4009 19.2782 24.813 18.2148 18.1155 13.06 17.0506 13.0474 40.9125 27.5153 23.4181 18.2231 16.0719 15.7364 12.9361 12.7007 12.6306 12.528 12.4226 15.7512 17.7561 24.5722 16.4181 17.0511 14.4542 threshold=6.8949999809265146 4.1549999713897714 -0.84685239195823658 1035.049987792969 1015.3500061035157 0 10.250000000000002 14.550000190734865 1017.5499877929689 0.074858017265796675 1025.850036621094 0.30565159022808081 5.1549999713897714 1 224.38549804687503 307.40261840820318 0.98500001430511486 -0.7791500687599181 5.0250000953674325 1023.1499938964845 12.550000190734865 10.250000000000002 17.150000572204593 0.6073511838912965 0.83169722557067882 1027.4500122070315 12.250000000000002 7.6849999427795419 -0.11319890245795249 -0.69335895776748646 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 -2 3 4 5 -3 7 8 9 -7 -8 -12 15 -14 20 -1 -16 18 -18 22 -15 -21 -4 24 25 -6 -27 -28 -29 -25 right_child=1 2 19 -5 23 6 10 -9 -10 -11 11 -13 13 14 16 -17 17 -19 -20 21 -22 -23 -24 29 -26 26 27 28 -30 -31 leaf_value=5.6178608201954101e-05 0.0013623910180646287 0.0010738982562240593 4.060059633351837e-05 0.026325712938560175 -0.0032827896747707032 0.0016968683397439535 -0.001158079085975323 0.043718549430471015 0.036049218419939279 0.040114975483306954 0.05315088130155346 0.005880874832616418 -0.0016602027274812991 -0.00047520674599336923 0.0046293537909807376 -0.0013222329528942626 0.0032359031599107566 0.00010004592783372678 0.0011693705248449118 0.02813724318652281 -0.0048137444018208249 -0.0058286324808409541 0.03235347213204174 0.0081978067919353682 -0.00075601328807019036 -0.00021294666120587891 0.0097064598477376047 0.07477960807305796 0.018049279156212624 -0.00064843345122682426 leaf_weight=794018 17184 23260 253892 55 15187 3015 32240 37 40 31 24 93 16601 7200 4076 32057 12520 22812 34867 28 2203 1217 30 467 15887 335 67 27 26 41153 leaf_count=794018 17184 23260 253892 55 15187 3015 32240 37 40 31 24 93 16601 7200 4076 32057 12520 22812 34867 28 2203 1217 30 467 15887 335 67 27 26 41153 internal_value=7.60917e-06 -0.000130916 -0.000197204 -0.000616269 -0.000627504 -1.88141e-05 -0.00073527 0.00301607 0.00252806 0.00208786 -0.00109757 0.0155773 6.80665e-05 0.000606644 0.00105644 2.68741e-06 0.00137916 0.00119045 0.00171536 1.94899e-05 -0.00149167 -0.00506474 4.44182e-05 -0.00111629 -0.00186492 -0.0029912 0.00674138 0.0261555 0.0469496 -0.000549174 internal_weight=1.33065e+06 404295 387111 131944 131889 58740 35480 3123 3086 3046 32357 117 926354 100279 83678 826075 74275 70199 47387 255167 9403 1245 253922 73149 31529 15642 455 120 53 41620 internal_count=1330649 404295 387111 131944 131889 58740 35480 3123 3086 3046 32357 117 926354 100279 83678 826075 74275 70199 47387 255167 9403 1245 253922 73149 31529 15642 455 120 53 41620 cat_boundaries=0 1 2 cat_threshold=3728 2080 is_linear=0 shrinkage=0.05 Tree=609 num_leaves=31 num_cat=0 split_feature=3 99 66 121 11 8 30 13 36 30 30 36 39 19 19 16 29 12 20 13 112 7 28 22 125 30 62 39 91 87 split_gain=4.4091 12.9982 9.22142 9.5788 19.4149 15.8448 11.3822 9.22766 15.2478 8.75519 8.6436 11.6643 10.5421 9.0861 7.4494 7.92726 14.2675 14.9105 17.2106 13.8412 11.1466 10.8205 11.2151 11.0774 22.5558 14.1797 13.9165 12.9591 11.4633 12.5926 threshold=325.50000000000006 -0.97510734200477589 50.895000457763679 -0.91702514886856068 11.949999809265138 6.3500001430511483 1015.3500061035157 4.8650000095367441 8.9499998092651385 1018.4500122070314 1014.3500061035157 9.7500000000000018 11.449999809265138 12.699999809265138 20.524999618530277 9.5450000762939471 1013.1499938964845 2.2649999856948857 5.9749999046325692 3.2150000333786015 -0.30069434642791742 4.8500001430511483 1013.3500061035157 8.7550001144409197 -0.50751903653144825 1012.1499938964845 0.8824957311153413 11.150000095367433 -0.88156133890151966 0.83192506432533275 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 -3 -6 -7 14 -9 10 11 -10 -13 -12 15 16 -5 20 -19 -20 -18 -17 23 26 25 -25 -23 -27 29 -26 right_child=1 2 -4 7 5 6 -8 8 9 -11 13 12 -14 -15 -16 21 17 18 19 -21 -22 22 -24 24 28 27 -28 -29 -30 -31 leaf_value=5.3212405438880648e-05 -0.0013218246638287525 0.00095806749766440486 0.0017661211969003901 -0.00097512024994954739 0.0073113269768962826 0.014019221003566472 0.053794623538851741 0.04775045532733202 0.024649823787198825 -0.0020487623814537219 0.022123892858232738 -0.023274978685479328 0.0021912581795546157 0.0054623051275514431 0.0044308227043353887 0.00012538188426466657 0.00012859591628618574 -0.00056711242066703434 0.0032806887519448804 -0.00029025392754176483 -0.0041584089668142655 -4.1680097652092e-05 -0.0010350012263953805 0.0045788556865945058 0.042735403645280251 0.072241203058122969 0.029869648636891868 0.023637252337357497 0.001769943642081632 0.0027302096531327284 leaf_weight=1060057 22565 11335 6666 21417 212 35 37 20 44 404 148 52 186 183 861 50451 42040 6627 12042 3503 1573 13347 75496 37 37 24 39 32 1137 42 leaf_count=1060057 22565 11335 6666 21417 212 35 37 20 44 404 148 52 186 183 861 50451 42040 6627 12042 3503 1573 13347 75496 37 37 24 39 32 1137 42 internal_value=7.22849e-06 -0.000172916 -6.83902e-05 -0.000119056 0.00128159 0.0141939 0.0344594 -0.000189893 0.00451602 0.00366579 0.00743198 0.00099953 -0.00337279 0.0129122 -0.000211231 -0.000228772 0.000145775 0.000510694 0.00156644 0.00247599 -2.60245e-05 -0.000461002 -0.000789014 0.000474754 0.00486471 0.0285978 4.54663e-05 0.0444675 0.00304959 0.0214668 internal_weight=1.33065e+06 270592 248027 241361 11619 284 72 229742 1037 1017 613 282 238 331 228705 227844 87202 65785 22172 15545 43613 140642 90191 14695 1309 93 13386 56 1216 79 internal_count=1330649 270592 248027 241361 11619 284 72 229742 1037 1017 613 282 238 331 228705 227844 87202 65785 22172 15545 43613 140642 90191 14695 1309 93 13386 56 1216 79 is_linear=0 shrinkage=0.05 Tree=610 num_leaves=31 num_cat=0 split_feature=74 56 39 60 52 31 106 12 30 16 28 7 81 133 54 129 135 131 113 12 58 76 7 79 55 109 5 68 62 35 split_gain=5.3723 12.4268 9.50466 8.99968 11.7136 10.6412 13.2575 11.3232 11.1316 15.2 14.5874 11.7156 9.68115 9.57252 12.4207 14.2004 10.6147 29.1273 9.95954 9.81794 9.33371 9.15658 12.7243 9.21874 9.4231 9.47614 9.9924 13.9704 9.04776 9.00452 threshold=0.85941889882087719 256.83143615722662 9.1500000953674334 0.65715083479881298 24.644999504089359 1000.3500061035157 -0.9350675344467162 4.2850000858306894 1008.3500061035157 12.699999809265138 1026.4500122070315 1.1500000357627871 227.45616149902347 1016.8500061035157 6.4849998950958261 276.50000000000006 1018.4500122070314 147.50000000000003 -0.90255093574523915 3.5849999189376835 312.05125427246099 43.864999771118171 12.84999990463257 45.725000381469734 110.27499771118165 0.33663111925125128 7.3500001430511483 272.08688354492193 0.64494431018829357 14.34999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 -1 6 -6 12 11 10 28 -7 -8 16 -15 21 -5 -18 -19 -20 -12 22 23 24 25 26 -16 -28 -10 -11 right_child=1 2 -4 13 5 8 7 -9 9 29 20 -13 -14 14 15 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-1.1125269165476023e-06 -0.00068316185233998456 -0.0043468401032915223 0.00062234371972225903 -0.00035708904967301125 0.048716624435924352 -0.026552223557092511 0.021538428563365075 -0.020025783156355226 0.0073718484712399328 -8.3587483717275796e-06 0.016402535025585207 -0.0030227173259066019 0.002839443374032271 0.0025597890468098206 -0.015770921277619671 -0.0015634139248690922 0.050065823759023964 -0.012065620039024257 0.0020211576296291739 0.044271375024691223 0.057184733692556625 -0.032465191291192096 0.024410649982746693 -0.030238712345146468 0.007365479449942417 -0.0045739677895916932 0.038594483734396778 -0.018420243805105038 6.2699750658104595e-05 0.003253484386432884 leaf_weight=1065530 24696 972 96344 124855 21 58 122 33 1218 8083 47 602 160 922 464 2373 39 70 44 20 20 37 31 45 102 670 21 22 649 2866 leaf_count=1065530 24696 972 96344 124855 21 58 122 33 1218 8083 47 602 160 922 464 2373 39 70 44 20 20 37 31 45 102 670 21 22 649 2866 internal_value=2.30626e-06 0.000318514 0.000572711 -2.96021e-05 1.76858e-05 0.00146089 0.0102506 0.00768619 0.00124281 0.00156727 0.00565368 -0.00509046 0.0109291 -0.000423103 -0.00264153 -0.00391526 -0.00033994 0.0120366 0.000968396 0.0152244 0.0285763 -0.00792455 -0.00725444 -0.00799584 -0.00721325 -0.00847666 -0.0136341 0.00942416 0.00483107 0.000845458 internal_weight=1.33114e+06 122012 97316 1.20912e+06 1.07941e+06 13879 336 315 13543 12883 1934 660 282 129715 4687 3765 125028 173 134 64 67 1392 1355 1324 1279 1177 507 43 1867 10949 internal_count=1331136 122012 97316 1209124 1079409 13879 336 315 13543 12883 1934 660 282 129715 4687 3765 125028 173 134 64 67 1392 1355 1324 1279 1177 507 43 1867 10949 is_linear=0 shrinkage=0.05 Tree=611 num_leaves=31 num_cat=1 split_feature=52 54 63 32 15 28 60 59 19 55 78 83 36 36 105 52 20 126 136 80 75 76 18 54 129 135 85 84 4 33 split_gain=5.13178 11.7183 12.8874 11.4836 12.5843 12.3144 12.5617 11.8422 11.2584 10.6981 13.2287 23.9951 31.1196 26.7039 28.0188 12.3228 11.968 15.5837 15.4761 11.1576 17.5793 17.5495 14.6461 12.7654 11.4518 14.0353 10.9389 10.8065 10.5552 11.2503 threshold=21.57499980926514 24.564999580383304 0.46771797537803655 16.550000190734867 3.2250000238418584 1026.049987792969 0.61648753285408031 302.90530395507818 11.775000095367433 11.684999942779543 45.364999771118171 182.96897125244143 11.84999990463257 11.550000190734865 -0.065190400928258882 7.5950000286102304 5.8550000190734872 1.0000000180025095e-35 0 253.99808502197268 0.61382693052291881 3.554999947547913 17.029999732971195 6.2049999237060556 249.50000000000003 1009.1499938964845 0.67303714156150829 0.85065355896949779 12.650000095367433 6.1499998569488534 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 5 -2 -7 -5 -3 15 16 12 13 -12 -15 -1 17 18 -11 20 -17 -22 24 27 25 28 -20 -21 29 -23 right_child=1 8 -4 7 -6 6 -8 -9 -10 10 11 -13 -14 14 -16 19 -18 -19 26 23 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.9025254247579818e-05 -0.0025122369450703372 -0.0015022919936773039 0.0017365711228822011 0.0038045613672538546 0.0051504433013381352 0.023029799043676275 -4.3687384858654409e-05 0.027971427299474418 0.00022197809215140126 -0.0031885535483082809 0.018463819123510469 0.0016093167500345483 -0.002808711227824849 0.10540544312933219 0.024486496339086446 0.001942207147857096 -0.00076113868943475989 -0.00065487900305695099 0.027857135611919881 0.0034929606323665973 0.0031741270950299684 0.015651525264298759 -0.013340780256722765 0.00051032027807713693 0.022827665037697273 -0.015701656971518374 0.0071319362828216985 0.00067113656338180152 0.007436554538435303 -0.0037877313765127215 leaf_weight=1042187 5587 10578 23065 458 682 96 153 57 90128 389 76 1784 89 23 20 3269 86277 2334 67 7753 1045 76 385 43142 42 220 1280 6033 240 3601 leaf_count=1042187 5587 10578 23065 458 682 96 153 57 90128 389 76 1784 89 23 20 3269 86277 2334 67 7753 1045 76 385 43142 42 220 1280 6033 240 3601 internal_value=2.19094e-06 0.000299585 0.00116525 -0.000708407 -0.00127633 -0.00202736 0.00885211 0.00647934 4.08635e-05 -3.02171e-05 -0.000547286 0.00348311 0.0195545 0.0362799 0.0677687 1.28749e-05 -0.000636149 0.00201341 0.00560085 0.000676459 -0.000972189 -0.00267074 -0.00400901 0.000933567 -0.0031493 -0.00341303 0.00810266 0.00225808 -0.00272283 -0.00338594 internal_weight=1.33114e+06 130804 30098 7033 6518 5836 249 515 100706 1.20033e+06 92339 1992 208 119 43 1.10799e+06 90347 4070 1736 65806 8878 5609 4564 56928 4179 4137 1347 13786 3917 3677 internal_count=1331136 130804 30098 7033 6518 5836 249 515 100706 1200332 92339 1992 208 119 43 1107993 90347 4070 1736 65806 8878 5609 4564 56928 4179 4137 1347 13786 3917 3677 cat_boundaries=0 1 cat_threshold=6177 is_linear=0 shrinkage=0.05 Tree=612 num_leaves=31 num_cat=0 split_feature=12 132 40 85 92 98 123 15 38 2 16 40 39 29 40 43 4 14 103 77 28 31 2 4 81 66 35 31 37 104 split_gain=5.12598 14.3754 16.2869 13.9458 15.9508 15.5268 12.0826 11.3488 13.7 13.5515 14.2169 11.0102 11.7338 12.3438 14.6554 14.5597 10.9645 10.4284 8.828 9.55372 10.6737 15.2322 11.5996 9.82025 8.86263 8.55379 8.28343 7.78815 7.76678 7.66937 threshold=5.5950000286102304 1020.5499877929689 0.15000000223517421 0.78516709804534923 0.65602391958236705 -0.75721788406372059 0.608738273382187 3.9750000238418584 13.150000095367433 174.50000000000003 17.029999732971195 7.1499998569488534 10.650000095367433 1010.6499938964845 7.5499999523162851 13.750000000000002 4.3500001430511483 5.305000066757203 -0.9007565677165984 26.425000190734867 997.54998779296886 1006.4500122070314 142.50000000000003 3.1499999761581425 230.4897155761719 72.06000137329103 14.050000190734865 1019.2500000000001 14.150000095367433 -0.95429775118827809 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 18 17 -5 28 9 26 -11 16 -13 14 -14 -15 -4 -6 -2 23 24 22 29 27 -21 -23 -9 -20 -7 -22 right_child=1 -3 11 6 5 7 -8 8 -10 10 -12 12 13 15 -16 -17 -18 -19 19 20 21 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=7.5085730555865862e-06 -0.026887248377456808 -0.025662924783424509 -0.044374363076302319 -0.0037107490902624531 0.056023843830021527 -0.012722486996402344 -0.038285178075043058 -0.00015335220207426964 -0.0082266833258914616 0.011113642272289082 0.032551055851122626 0.019536173624955879 0.042170420714787077 -0.014507275666310502 -0.0011106377826970921 0.016887539003907544 -0.012303999185341558 0.013085243247088887 0.01864847574024386 -0.002728694503195584 0.062987753301858906 -0.01539077828389903 0.011233694974169799 -0.0102409799030618 -0.035496688254464136 0.0044644726146896357 0.033312351815402506 -0.0073246000950112598 0.012043711479731599 0.019200285058468582 leaf_weight=1327074 33 62 31 899 26 120 26 245 107 279 107 49 21 372 285 41 190 31 62 100 20 75 174 348 26 196 20 54 43 20 leaf_count=1327074 33 62 31 899 26 120 26 245 107 279 107 49 21 372 285 41 190 31 62 100 20 75 174 348 26 196 20 54 43 20 internal_value=2.0802e-06 -0.00177139 -0.00140108 0.000427453 0.0026934 0.00734717 -0.00468257 0.00577988 0.00835368 0.0110789 0.0170561 -0.00696801 -0.00413802 -0.00575142 0.00185963 -0.0113906 -0.0168026 0.0326713 -0.00141435 -0.000632386 0.00347524 0.00684361 0.0168151 -0.00604134 -0.00949034 -0.00103052 0.00237236 0.00655756 -0.00618907 0.041094 internal_weight=1.33114e+06 4062 4000 3011 2086 978 925 921 758 651 386 989 768 719 306 413 221 57 1108 1075 611 485 214 464 126 271 265 116 163 40 internal_count=1331136 4062 4000 3011 2086 978 925 921 758 651 386 989 768 719 306 413 221 57 1108 1075 611 485 214 464 126 271 265 116 163 40 is_linear=0 shrinkage=0.05 Tree=613 num_leaves=31 num_cat=0 split_feature=52 17 6 132 28 39 35 0 12 63 39 52 79 55 52 54 8 59 54 52 23 30 72 52 81 3 133 111 107 123 split_gain=4.76442 15.1182 15.2491 14.3319 14.8307 20.5629 16.1206 23.0944 15.7339 15.8577 17.3395 14.2876 13.6762 13.4375 16.1715 17.62 15.1526 17.5671 13.0098 13.3351 12.9888 12.8914 14.8148 14.4254 12.627 14.1424 13.4318 13.23 13.089 12.5792 threshold=12.085000038146974 12.699999809265138 11.650000095367433 1014.4500122070314 1005.5499877929689 10.750000000000002 12.750000000000002 190.50000000000003 1.794999957084656 0.64155086874961864 14.449999809265138 69.15000152587892 45.725000381469734 6.6849999427795419 3.3850001096725468 2.7350000143051152 16.250000000000004 256.85310363769537 29.144999504089359 27.064999580383304 5.5850000381469735 1002.9500122070314 0.75360873341560375 63.449998855590827 246.49016571044925 175.50000000000003 1005.4500122070314 -0.99416884779930104 -0.97193527221679676 -0.25037047266960138 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 18 4 5 11 24 20 -6 10 -10 -3 -5 14 -1 -16 -15 29 19 -2 -8 22 -20 -23 25 26 27 -7 -28 -18 right_child=1 3 -4 12 8 6 7 -9 9 -11 -12 -13 -14 16 15 -17 17 -19 21 -21 -22 23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-5.4210284080451529e-05 0.0014441046165725238 -0.002513563963885506 -0.0011288468703277415 -0.0017451544865226644 0.0012635233351855329 0.027350473242283142 0.025852561830966309 0.015959165158008951 -0.0018205246106397601 0.00015956148579701664 0.00059726338456188104 -0.023833847913134955 -0.015643158231158253 -0.00065595452702212054 0.0019946051603656765 0.0003069696866961344 0.020994509274182335 0.001464322091284126 0.025141341282605107 0.0043132343520860521 -0.0016379004654044956 -0.0012358237602575735 0.0035482048609564495 0.0045882963965256443 0.011470863776177139 -0.0057459239539554502 0.020992685789458974 0.0074057245907117285 -0.009631969591199949 0.0029743332715941907 leaf_weight=902906 25484 354 7234 8032 20993 96 44 225 25032 82128 10537 101 181 105715 18251 101369 220 1930 88 4815 1832 9325 816 1200 906 300 43 621 185 173 leaf_count=902906 25484 354 7234 8032 20993 96 44 225 25032 82128 10537 101 181 105715 18251 101369 220 1930 88 4815 1832 9325 816 1200 906 300 43 621 185 173 internal_value=1.97619e-06 0.000226559 0.000990429 -2.01307e-05 9.62117e-05 0.00285636 0.00393741 0.000822319 2.53517e-06 -0.000222381 -0.00110428 -0.0072462 -0.00205144 -3.78667e-05 1.81648e-05 0.00056446 -0.000568177 0.00342639 0.00135783 0.00190006 -0.000993135 -7.96507e-05 0.00565019 -0.000571791 0.0069801 0.00371212 0.00671468 0.0100762 -0.00385627 0.013062 internal_weight=1.33114e+06 200572 48962 151610 143397 4707 4252 2101 138690 117697 35569 455 8213 1.13056e+06 1.02253e+06 119620 108038 2323 41728 30299 1876 11429 904 10525 2151 1245 945 717 228 393 internal_count=1331136 200572 48962 151610 143397 4707 4252 2101 138690 117697 35569 455 8213 1130564 1022526 119620 108038 2323 41728 30299 1876 11429 904 10525 2151 1245 945 717 228 393 is_linear=0 shrinkage=0.05 Tree=614 num_leaves=31 num_cat=1 split_feature=74 90 71 83 11 79 31 71 135 85 136 20 63 124 68 12 120 28 72 61 64 7 126 32 120 20 124 12 32 65 split_gain=4.78931 11.8521 10.2041 10.6944 20.7095 11.304 10.3025 10.9467 13.5048 12.949 12.184 12.4659 11.8835 12.7796 11.6126 12.0186 12.0737 10.7939 11.7482 10.298 13.3959 10.4262 9.95264 11.5601 11.3719 16.1404 9.5576 11.9896 10.3722 9.3047 threshold=0.85941889882087719 -0.68427562713623036 253.61289215087893 213.79090881347659 12.050000190734865 50.014999389648445 1016.3500061035157 288.03366088867193 1021.2500000000001 0.77603122591972362 0 6.5750000476837167 0.8141823709011079 -1.0000000180025095e-35 292.60729980468756 1.3750000000000002 0.62249094247818004 1015.3500061035157 0.85947054624557506 0.9098811447620393 8.6649999618530291 5.1499998569488534 -0.67556449770927418 6.1499998569488534 -0.35019405186176294 9.805000305175783 -0.73724925518035878 1.6349999904632571 9.4499998092651385 8.1050000190734881 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 5 -4 7 8 10 -10 -5 12 -12 -14 -9 16 29 18 26 20 -11 -22 23 24 25 -19 27 -8 -28 -16 right_child=1 -3 3 6 -6 -7 17 14 9 19 11 -13 13 -15 15 -17 -18 22 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-2.8249990393029313e-05 -0.0018645964273368129 -0.00086825037671818973 0.00061827301643493481 -0.00039208729602986132 0.011785822085544545 0.029314981321138994 0.022276799119491545 0.0027644657062864532 -0.0010396890059996093 -0.012455008117566732 0.0014288948877533606 -0.0042566660351732863 0.057032275453887206 0.0081251165007843688 -1.3962018665754134e-05 -3.2019383153577618e-05 0.034571036528341655 0.012715483787319355 0.0070338956772855524 0.00024832005497657191 0.033395998591887181 0.011872346559551173 0.00057026594564969855 0.002366854883432393 0.0071931417373039559 0.07032793970778585 0.024026466036167253 -0.0078213006006679006 0.002162795400217527 0.017676454631237813 leaf_weight=1209124 4341 18419 1758 7492 619 35 36 4737 430 33 211 4498 22 34 225 27746 41 31 1510 134 103 124 42025 5850 122 20 58 409 838 111 leaf_count=1209124 4341 18419 1758 7492 619 35 36 4737 430 33 211 4498 22 34 225 27746 41 31 1510 134 103 124 42025 5850 122 20 58 409 838 111 internal_value=1.87738e-06 0.000300436 0.00050823 0.000612011 0.00390065 0.00117844 0.000530101 -1.27356e-05 -0.00123601 0.00496014 -0.00165256 -0.00362597 0.00686315 0.0273386 0.000474231 8.84667e-05 0.00895586 0.00102006 0.00400919 0.0115082 0.0173113 0.0216386 0.000842695 0.00274355 0.0154815 0.0353086 0.000603289 -0.0053864 0.00357808 0.00583019 internal_weight=1.33114e+06 122012 103593 99252 2412 1793 96840 45941 13081 824 12257 4765 267 56 32860 28123 377 50899 2851 394 260 227 48048 6023 173 51 1341 445 896 336 internal_count=1331136 122012 103593 99252 2412 1793 96840 45941 13081 824 12257 4765 267 56 32860 28123 377 50899 2851 394 260 227 48048 6023 173 51 1341 445 896 336 cat_boundaries=0 1 cat_threshold=6352 is_linear=0 shrinkage=0.05 Tree=615 num_leaves=31 num_cat=2 split_feature=25 17 17 61 67 23 63 36 39 82 28 108 87 34 29 5 38 29 32 43 12 136 36 24 23 136 2 37 22 78 split_gain=4.76305 6.15184 8.45827 6.62418 5.47057 5.34679 6.37011 4.51572 4.45038 7.02003 7.05 6.31495 7.09817 5.67659 5.60233 4.78087 4.37256 15.4225 13.6078 10.9384 20.1409 19.8547 14.1932 23.5495 21.1458 13.6129 13.0663 14.1573 17.5294 10.8044 threshold=107.50000000000001 7.4149999618530282 4.2599999904632577 0.70640721917152416 52.774999618530281 6.2449998855590829 0.6323530673980714 12.150000095367433 7.6499998569488534 334.84661865234381 1020.6499938964845 0.65648049116134655 0.88734385371208202 10.750000000000002 1023.5499877929689 9.1500000953674334 19.349999427795414 1015.1499938964845 19.250000000000004 13.449999809265138 3.3549998998641972 0 13.650000095367433 234.50000000000003 9.6949996948242205 1 285.50000000000006 12.750000000000002 7.4349999427795419 27.134999275207523 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 left_child=1 2 7 4 -3 6 -4 -1 9 10 11 15 -13 -14 -12 -2 18 -18 19 -10 25 -22 23 -23 26 -21 27 -25 -29 -27 right_child=8 3 5 -5 -6 -7 -8 -9 16 -11 14 12 13 -15 -16 -17 17 -19 -20 20 21 22 -24 24 -26 29 -28 28 -30 -31 leaf_value=0.020682775161694644 -0.00090168703596817243 -0.0003315012224420858 -0.005636752517497603 -0.017714413696537829 0.015435139097722381 -0.014995738199728862 0.022880010707303885 0.00051498680894521652 -5.7682430907380566e-06 0.014969709915876912 0.0071797301900902505 -0.0079380425853175819 -0.00043238280671826807 0.027623319262638692 -0.0039585401900920905 0.015892275838647038 -0.00084067631966191548 0.0012782364294680068 -0.0028182983862423266 -0.00047039306244422822 -0.0069440827912163987 -0.016683420360240401 0.0046956688521242341 0.0075014462890593634 -0.0049071111865487188 0.00078306183783226162 0.0084384863744630962 0.085252321674488485 0.034630529978065913 0.021177754943760542 leaf_weight=30 278 3133 940 54 56 157 20 371 1161186 57 272 983 183 20 193 50 44085 10665 4184 30164 317 49 2119 38 64 69214 66 20 118 65 leaf_count=30 278 3133 940 54 56 157 20 371 1161186 57 272 983 183 20 193 50 44085 10665 4184 30164 317 49 2119 38 64 69214 66 20 118 65 internal_value=2.90629e-07 -0.00157835 -0.00420536 -0.000348691 -5.46333e-05 -0.00644161 -0.00504265 0.0020238 5.96564e-06 -0.00232989 -0.00282816 -0.00448204 -0.00618023 0.00233173 0.00255675 0.00165837 9.5621e-06 -0.000427924 2.84579e-05 3.78853e-05 0.000533708 0.00472279 0.00622062 0.0154983 0.0206516 0.000416135 0.0274109 0.0345256 0.041967 0.000802081 internal_weight=1.32915e+06 4761 1518 3243 3189 1117 960 401 1.32439e+06 2036 1979 1514 1186 203 465 328 1.32235e+06 54750 1.2676e+06 1.26342e+06 102234 2791 2474 355 306 99443 242 176 138 69279 internal_count=1329151 4761 1518 3243 3189 1117 960 401 1324390 2036 1979 1514 1186 203 465 328 1322354 54750 1267604 1263420 102234 2791 2474 355 306 99443 242 176 138 69279 cat_boundaries=0 1 2 cat_threshold=2148 1744 is_linear=0 shrinkage=0.05 Tree=616 num_leaves=31 num_cat=2 split_feature=6 7 127 9 31 127 17 70 107 7 15 86 4 125 3 31 28 127 39 2 25 7 136 136 39 13 127 90 23 33 split_gain=4.60644 20.3591 24.8995 17.4319 16.3533 16.2683 15.4882 12.4812 17.5754 13.7124 16.1539 21.5877 11.2485 16.7105 24.469 12.8865 19.797 29.4073 12.2805 11.0482 14.4593 14.8515 12.5638 12.3792 12.8308 28.0752 19.1907 21.6404 19.1059 13.8636 threshold=5.3500001430511483 7.7500000000000009 -0.9366365075111388 5.0499999523162851 1013.0499877929689 -0.53727915883064259 7.4149999618530282 293.09140014648443 -0.97891172766685475 11.150000095367433 2.2250000238418584 0.79658693075180065 5.2500000000000009 -0.30069434642791742 346.50000000000006 1012.3500061035157 1014.4500122070314 0.74892720580101024 11.84999990463257 327.50000000000006 284.50000000000006 1.2500000000000002 0 1 10.550000190734865 3.054999947547913 -0.74892720580101002 -0.96684235334396351 4.9549999237060556 10.650000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 left_child=1 -1 4 5 -3 -2 -4 9 -9 -6 -11 -12 -8 14 15 18 17 -17 -14 23 22 -22 -21 -5 25 28 27 -27 -25 -26 right_child=3 2 6 19 7 -7 12 8 -10 10 11 -13 13 -15 -16 16 -18 -19 -20 20 21 -23 -24 24 29 26 -28 -29 -30 -31 leaf_value=2.8729845668658827e-05 0.0035479689141047067 0.0015064099714178227 0.0037855016636005978 0.00021140750441286807 0.0051201455552649846 0.00052679566615357223 -0.00033318433719545297 0.052649153673223086 0.013994487719964642 0.050750942200873839 0.0077227774307735871 0.0624053287319839 -0.0086172736325479653 0.00097373458348715353 0.055356396648746281 0.012601749082363105 0.0058111113076687194 0.05845999399162069 0.0066461182941141969 0.00069003061880858511 -0.0049443941740534552 0.00049223289600337783 -0.0019439106443597872 0.0043151089750644682 0.00037089510163174208 0.010807364045632616 -0.0039136248061964751 -0.01819788089313466 -0.0012231513576425098 -0.00051199486718817694 leaf_weight=707214 5297 1275 3947 93257 1172 28060 16371 35 184 33 185 20 214 6411 26 122 459 49 343 6953 1270 115426 12958 1717 54046 75 4072 451 16738 250771 leaf_count=707214 5297 1275 3947 93257 1172 28060 16371 35 184 33 185 20 214 6411 26 122 459 49 343 6953 1270 115426 12958 1717 54046 75 4072 451 16738 250771 internal_value=2.73308e-07 8.35737e-05 0.00134099 -0.000103739 0.00574752 0.00100655 0.000883024 0.00906698 0.0201722 0.00734214 0.018284 0.0130577 0.000405588 0.00199195 0.00737349 0.00632247 0.011221 0.0257424 0.000781907 -0.000170143 0.000220583 0.000433066 -0.00102476 -0.000296888 -0.000441458 -0.00157884 -0.00507459 -0.0140622 -0.000707888 -0.000355453 internal_weight=1.32915e+06 738060 30846 591091 2904 33357 27942 1629 219 1410 238 205 23995 7624 1213 1187 630 171 557 557734 136607 116696 19911 421127 327870 23053 4598 526 18455 304817 internal_count=1329151 738060 30846 591091 2904 33357 27942 1629 219 1410 238 205 23995 7624 1213 1187 630 171 557 557734 136607 116696 19911 421127 327870 23053 4598 526 18455 304817 cat_boundaries=0 1 2 cat_threshold=4417 1168 is_linear=0 shrinkage=0.05 Tree=617 num_leaves=31 num_cat=3 split_feature=120 8 1 136 28 36 8 136 34 3 11 2 136 13 3 12 11 29 20 121 124 107 8 14 35 43 12 22 68 28 split_gain=4.89572 11.61 14.8265 10.9911 20.3608 11.8133 11.8086 21.9256 16.7801 23.8751 16.0478 15.7978 20.9382 16.2348 13.3385 21.366 13.3637 23.69 11.614 17.4134 11.1728 10.5956 10.5138 12.5694 10.9815 10.4209 10.2204 10.6693 10.1991 10.0927 threshold=-0.66259482502937306 3.1499999761581425 208.50000000000003 0 997.54998779296886 12.150000095367433 10.34999990463257 1 11.650000095367433 290.50000000000006 5.9500000476837167 273.50000000000006 2 2.3750000000000004 234.50000000000003 2.495000004768372 8.4499998092651385 1003.0499877929689 5.5750000476837167 -0.8338540494441985 0.59480014443397533 -0.97562277317047108 14.84999990463257 4.8450000286102304 13.050000190734865 9.2500000000000018 1.6050000190734866 9.2849998474121112 307.80737304687506 1023.6499938964845 decision_type=2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 -4 -5 10 14 11 -8 12 20 -13 15 -9 17 -16 19 -6 -10 -18 28 24 -24 -17 -11 -28 29 -12 right_child=-2 2 3 6 18 -7 7 8 9 26 22 13 -14 -15 16 25 21 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0004583040458851855 -6.9022667071161754e-05 0.0016734612801910056 0.062228316459804783 0.00013465594403015894 -0.004532384468857285 0.0085346243211201264 0.0073685742463911715 0.0074564642569933479 0.0063469028448903857 0.0016845340766136196 0.001829433757867861 0.004256685579990321 -0.0031791951633590694 -0.0015771330137094725 0.055105251806283687 -0.0081816793484802679 -0.006988621207083762 0.0051451302851881408 -4.2676705355034169e-05 -0.00068974542575813075 -0.014907388147813352 0.0016512672498078908 0.0021100773882234266 -0.0069140595018597666 0.0091646689732311076 -0.034400422671219198 -0.0025362797304802173 0.0095897593021737008 -0.00085699938268100375 0.01503409734825055 leaf_weight=70181 873715 17253 20 253677 3961 21 1352 252 979 1770 16352 4780 3153 1589 24 501 370 2092 37164 11531 66 8669 1009 207 1217 41 12836 184 4039 146 leaf_count=70181 873715 17253 20 253677 3961 21 1352 252 979 1770 16352 4780 3153 1589 24 501 370 2092 37164 11531 66 8669 1009 207 1217 41 12836 184 4039 146 internal_value=2.59251e-07 0.000133171 0.000240918 0.000173756 -0.000494592 0.0347267 0.000285464 0.000906278 0.000144444 -0.000583457 0.0020739 0.00123165 -0.00114961 0.00280121 0.00168924 -0.0045723 0.00213493 0.00571179 -0.000522111 -0.00167223 0.00495709 0.0012976 0.00176316 0.00487105 0.00596697 -0.010165 -0.00188029 -0.00236491 0.00139497 0.00194629 internal_weight=1.32915e+06 455436 385255 368002 52697 41 315305 61628 37306 25357 24322 10567 4198 6369 11949 794 11155 2116 52656 15492 1045 9039 22970 2433 2226 542 14790 13020 20537 16498 internal_count=1329151 455436 385255 368002 52697 41 315305 61628 37306 25357 24322 10567 4198 6369 11949 794 11155 2116 52656 15492 1045 9039 22970 2433 2226 542 14790 13020 20537 16498 cat_boundaries=0 1 2 3 cat_threshold=4228 1553 296 is_linear=0 shrinkage=0.05 Tree=618 num_leaves=31 num_cat=0 split_feature=28 29 35 38 11 127 12 39 16 31 124 55 15 35 39 43 57 13 83 21 111 35 86 0 95 28 20 22 8 114 split_gain=4.43015 16.3064 15.0232 24.263 23.8739 19.6273 21.4164 23.0403 23.8751 19.1663 21.5163 32.6442 14.6074 20.5741 19.0803 21.6393 23.3374 19.1751 16.877 17.2866 15.4829 13.8848 19.9232 14.8733 18.1941 17.1974 16.3972 20.4629 19.367 18.9651 threshold=1016.0499877929689 1016.0499877929689 14.150000095367433 12.84999990463257 5.3500001430511483 -0.5663846731185912 4.0050001144409189 13.550000190734865 14.550000190734865 1021.0499877929689 -0.07845610752701758 15.194999694824221 1.4950000047683718 12.650000095367433 13.250000000000002 7.6499998569488534 316.17088317871099 3.9050000905990605 305.24850463867193 10.555000305175783 -0.14437091350555417 10.949999809265138 0.84323185682296764 220.50000000000003 -0.35850670933723444 1019.5499877929689 8.8949999809265154 8.3350000381469744 1.0000000180025095e-35 0.9238443672657014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 21 -4 6 -6 8 -8 12 11 -11 -5 14 -14 17 -17 20 19 -15 -16 22 -2 26 25 -25 28 -28 -23 -30 right_child=2 -3 4 9 5 -7 7 -9 -10 10 -12 -13 13 18 15 16 -18 -19 -20 -21 -22 23 -24 24 -26 -27 27 -29 29 -31 leaf_value=3.6364429858620161e-05 -1.9446159999765613e-05 0.0012552163446271974 -0.0002161374703655122 -0.00036662656767511313 0.0028163857068932902 0.00077482122188121281 0.0672504675678081 0.0081580535904957237 0.017020658654518482 0.00072970169383182373 -0.00038658977995188542 0.0075148655893308731 -0.004113882375659645 -0.0015938287903488073 0.0038888878351286378 0.001788887452380169 0.055958240753971045 0.003337125008454712 0.0008912590225276097 0.002772038055199317 -0.0030907855687072067 0.0040946728201956282 -0.0015918368376059721 0.0013420777553205202 0.00050167210941442694 0.0052528956307145505 0.0070666466745211752 0.00058033375724296629 -0.0011068038840627644 0.036254072090720429 leaf_weight=682115 118068 28591 84087 54877 5776 58564 36 437 69 8925 43341 2212 10850 33864 838 3403 20 1417 11573 2430 15324 1913 24290 9525 74284 3988 1357 11697 35246 34 leaf_count=682115 118068 28591 84087 54877 5776 58564 36 437 69 8925 43341 2212 10850 33864 838 3403 20 1417 11573 2430 15324 1913 24290 9525 74284 3988 1357 11697 35246 34 internal_value=2.45093e-07 8.53976e-05 -9.76107e-05 -0.000236428 0.000339871 0.00106046 0.00370813 0.0132113 0.0342423 -0.000674161 0.000117117 0.00207735 -0.000994433 -0.0014266 -0.00241129 -0.0015317 0.00210539 -0.00223992 -0.000771363 -0.00130152 -0.00272889 5.87346e-05 -0.000287737 0.000416034 0.000808661 0.00249625 -0.000270007 0.0012546 -0.000805116 -0.0010708 internal_weight=1.32915e+06 710706 618445 469476 148969 64882 6318 542 105 189074 54478 11137 134596 79719 31852 21002 3423 17579 47867 36294 16162 280402 142358 138044 87797 13513 50247 13054 37193 35280 internal_count=1329151 710706 618445 469476 148969 64882 6318 542 105 189074 54478 11137 134596 79719 31852 21002 3423 17579 47867 36294 16162 280402 142358 138044 87797 13513 50247 13054 37193 35280 is_linear=0 shrinkage=0.05 Tree=619 num_leaves=31 num_cat=0 split_feature=117 103 28 20 126 126 32 10 28 124 28 98 13 15 11 112 8 12 43 43 37 23 9 4 8 15 83 126 33 64 split_gain=4.3484 7.80163 7.00765 9.71869 9.21441 9.14505 18.3034 13.2233 8.08319 7.869 9.24252 10.7921 7.95792 7.73393 7.94795 7.6064 7.18149 7.70027 7.53224 9.74463 7.09568 7.46469 6.83165 6.69861 6.48599 10.073 11.277 11.0152 10.2394 8.25499 threshold=0.7933231294155122 0.65175843238830578 1020.1499938964845 5.5350000858306894 0.21643137186765674 0.99140709638595592 10.750000000000002 10.250000000000002 1007.8500061035157 0.98321744799613964 1012.8500061035157 -0.2067349627614021 4.305000066757203 3.935000061988831 14.050000190734865 -0.41467745602130884 12.84999990463257 2.2649999856948857 11.050000190734865 12.550000190734865 16.349999427795414 8.9449996948242205 10.550000190734865 3.7500000000000004 11.250000000000002 2.2649999856948857 327.41070556640631 0.9980967938899995 14.550000190734865 30.335000038146976 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 -3 20 13 8 -8 -9 11 -11 -12 14 -7 -6 17 -10 -19 -20 21 -5 23 -23 -4 27 28 -26 29 -27 right_child=1 2 24 5 15 6 7 9 16 10 12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=2.5621250021029678e-05 0.00040290876293099339 0.0019519498555751295 -0.0026397153542750303 -0.00023964002158135029 -0.0015925028703381542 -0.0039994776683897962 -0.024398656748235228 0.00063379840738252027 -0.00055480619208679474 0.011960850868234412 0.01046615998561942 -0.0081847420095508706 0.028203452679504089 -0.014748225805198993 0.0072019510017018651 -0.0051286498769283709 -0.010042458860203624 0.0025545108894151828 0.015265020112135198 -0.0027605319856712136 -0.0024012275074239788 0.0079053385009707263 0.011773300818427437 -0.0025378331314022066 0.0030088131055036101 -0.0016340585485464781 -0.007870162570739362 0.024523260230853342 0.035881250724196435 0.0079378410144109596 leaf_weight=1232054 26856 1485 7134 38340 7870 951 30 341 1337 125 757 142 69 136 190 1885 125 1106 291 101 3791 261 233 373 845 1412 559 64 20 268 leaf_count=1232054 26856 1485 7134 38340 7870 951 30 341 1337 125 757 142 69 136 190 1885 125 1106 291 101 3791 261 233 373 845 1412 559 64 20 268 internal_value=2.32837e-07 -0.000321918 -0.000599049 -0.000392003 -0.00171725 -8.61293e-05 0.00179558 0.00331769 0.0014246 0.00726494 0.00933376 0.00124672 0.0119478 -0.0034776 -0.00213421 -0.00227581 0.00168632 0.00220346 0.00466528 0.0106207 -0.00033562 -0.000135893 0.00445197 0.00176133 -0.00180368 7.89743e-05 -0.00170949 0.00452358 0.00031628 -0.000107113 internal_weight=1.32915e+06 97097 70241 59939 11240 48699 5701 4424 2990 1434 1093 267 826 1277 1141 9755 2960 2835 1498 392 42998 39207 867 634 10302 3168 2259 909 1700 1680 internal_count=1329151 97097 70241 59939 11240 48699 5701 4424 2990 1434 1093 267 826 1277 1141 9755 2960 2835 1498 392 42998 39207 867 634 10302 3168 2259 909 1700 1680 is_linear=0 shrinkage=0.05 Tree=620 num_leaves=31 num_cat=1 split_feature=60 136 10 12 39 87 132 52 107 77 29 106 115 52 36 80 31 63 32 76 79 135 36 132 132 11 59 66 11 54 split_gain=4.99197 8.83909 8.1926 9.35431 7.52554 6.53285 6.83853 11.2316 11.9954 8.0486 6.32505 9.02326 6.7632 6.42807 10.0372 6.12209 5.92689 5.82545 14.0428 10.9151 15.3854 14.0517 22.7219 35.4835 22.614 16.3026 14.2375 13.1948 12.0873 11.8504 threshold=0.88688069581985485 0 15.750000000000002 2.8349999189376835 11.250000000000002 0.88362228870391857 1025.1499633789065 174.6549987792969 -0.97322762012481678 10.364999771118166 1007.9500122070314 -0.97609287500381459 -0.71322327852249134 224.33499908447268 13.84999990463257 313.69584655761724 1026.350036621094 0.73923647403717052 15.949999809265138 14.34500026702881 35.125000000000007 1020.9500122070314 13.550000190734865 1017.0499877929689 1013.3500061035157 3.1499999761581425 275.25198364257818 21.025000572204593 17.550000190734867 4.2550001144409189 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 3 -2 -3 6 -6 8 9 -8 11 -5 -13 15 -15 -12 -7 -1 19 21 28 24 -23 -24 -19 -25 -27 -28 -21 -26 right_child=1 4 -4 10 5 16 7 -9 -10 -11 13 12 -14 14 -16 -17 -18 18 -20 20 -22 22 23 25 29 26 27 -29 -30 -31 leaf_value=-2.1240814880400157e-05 -5.7218916963865902e-05 -0.0029518862413259912 0.022914561809351048 0.010044159746632496 0.00054725424131473052 -0.0039381533882228157 0.032301606757078362 -0.031640940354693503 -0.012588502485137265 -0.0040665455483670891 -0.0068042521158397824 -0.027283664548904015 -0.00011918418730298678 -0.0047093824867706201 0.017233436944235753 0.0026630102734470432 0.015858986297359642 0.00027011156134213918 -0.0016424676740192168 0.0015945023120687845 -0.0012148597297606592 0.00067276588714752436 0.078438390959054236 -0.0035433618318951583 0.0027857266025362319 -0.013367436303933328 0.030646883242337788 0.01074777242737179 0.015638718547529313 -0.0045451114743571691 leaf_weight=1191416 1327 2339 30 29 13697 1235 32 42 111 29 1482 97 30 143 82 193 39 68799 8256 29696 5482 1150 20 147 648 37 146 194 154 3693 leaf_count=1191416 1327 2339 30 29 13697 1235 32 42 111 29 1482 97 30 143 82 193 39 68799 8256 29696 5482 1150 20 147 648 37 146 194 154 3693 internal_value=-2.40439e-07 -0.000766199 -0.00309014 -0.00332988 -0.000311644 9.48371e-05 0.000408685 -0.00846038 -0.00280001 0.0150118 -0.00544215 -0.0151206 -0.0208669 -0.0046475 0.00328756 -0.0057134 -0.00333212 1.2003e-05 0.000346461 0.000495514 0.00121982 0.000153539 0.00465554 0.013075 4.9268e-05 0.0105802 0.0160873 0.0192927 0.00166696 -0.00345081 internal_weight=1.33078e+06 20937 3413 3383 17524 15185 13911 214 172 61 2056 156 127 1900 225 1675 1274 1.30984e+06 118422 110166 35332 74834 1694 544 73140 524 377 340 29850 4341 internal_count=1330775 20937 3413 3383 17524 15185 13911 214 172 61 2056 156 127 1900 225 1675 1274 1309838 118422 110166 35332 74834 1694 544 73140 524 377 340 29850 4341 cat_boundaries=0 1 cat_threshold=5201 is_linear=0 shrinkage=0.05 Tree=621 num_leaves=31 num_cat=4 split_feature=14 136 13 32 25 123 127 8 22 20 136 81 17 33 28 43 83 17 22 36 15 18 33 33 36 43 116 136 127 136 split_gain=4.71981 17.5471 14.0279 12.4767 11.8992 25.4051 24.0896 22.1808 25.4319 21.7902 20.5328 18.3226 18.135 17.1554 33.475 17.8808 22.9087 19.4421 16.9838 15.8786 16.2228 18.7484 15.3998 15.3221 25.1964 21.6594 19.0682 16.2621 16.0894 16.0817 threshold=2.4850000143051152 0 3.1750000715255742 9.3499999046325701 278.50000000000006 -0.8703225553035735 -0.061046212911605828 7.1499998569488534 7.9749999046325692 6.8750000000000009 1 278.34226989746099 13.344999790191652 10.750000000000002 1023.7500000000001 10.650000095367433 304.48974609375006 13.344999790191652 6.5750000476837167 10.34999990463257 2.8249999284744267 6.9049999713897714 12.449999809265138 13.050000190734865 12.250000000000002 11.750000000000002 -0.07845610752701758 2 -0.9914070963859557 3 decision_type=2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 left_child=2 -2 -1 -4 5 18 7 8 -6 10 -7 -9 -10 14 -8 16 17 22 -3 -12 -21 -22 -15 25 28 -11 29 -28 -25 -26 right_child=1 4 3 -5 6 9 13 11 12 23 19 -13 -14 15 -16 -17 -18 -19 -20 20 21 -23 -24 24 26 -27 27 -29 -30 -31 leaf_value=5.938359774773128e-05 -0.003092007326599895 0.025732720722832409 0.0056895435624961972 -0.0071816945616380856 0.0033907907266460223 -0.00014368222629851612 0.001096201840539264 -0.0029364054310887962 -0.0029297442415812955 0.00041822064711128851 -0.023285709777325071 0.0015945510926603246 0.00035562166729675521 -0.0010268652104278217 -0.0019363650929730511 0.00090760017839162032 0.00016293243742358213 -0.00015723118544252492 0.0043556631906001364 -0.0073151403851886791 0.034184064047458849 -0.0010548356835817861 -0.0029695563765063347 0.023538221800591536 0.0070116087545074582 -0.0075295322561057358 0.0049006409016882297 -0.0013799152953069261 0.0069081787617863285 0.00063297344507824303 leaf_weight=1011079 5040 96 226 1128 4049 5832 57216 19901 7194 28307 116 2513 10094 23232 10821 23920 56256 27092 2890 1912 39 1173 18187 172 2283 884 1278 5149 942 1754 leaf_count=1011079 5040 96 226 1128 4049 5832 57216 19901 7194 28307 116 2513 10094 23232 10821 23920 56256 27092 2890 1912 39 1173 18187 172 2283 884 1278 5149 942 1754 internal_value=-2.28417e-07 -0.000168154 5.25728e-05 -0.00503332 -0.000121016 0.000563211 -0.000259789 -0.00132998 -0.000176108 0.000294828 -0.00192143 -0.00242841 -0.00101151 -4.37449e-05 0.000613885 -0.000344667 -0.000584748 -0.00119869 0.00504294 -0.00510518 -0.00444644 7.90893e-05 -0.0018799 0.000787995 0.00232711 0.000177536 0.00156606 -0.000125557 0.00947583 0.00425915 internal_weight=1.33078e+06 318342 1.01243e+06 1354 313302 52827 260475 43751 21337 49841 9072 22414 17288 216724 68037 148687 124767 68511 2986 3240 3124 1212 41419 40769 11578 29191 10464 6427 1114 4037 internal_count=1330775 318342 1012433 1354 313302 52827 260475 43751 21337 49841 9072 22414 17288 216724 68037 148687 124767 68511 2986 3240 3124 1212 41419 40769 11578 29191 10464 6427 1114 4037 cat_boundaries=0 1 2 3 4 cat_threshold=2080 4305 4101 4489 is_linear=0 shrinkage=0.05 Tree=622 num_leaves=31 num_cat=2 split_feature=80 24 110 29 54 136 35 33 41 79 21 31 11 136 64 15 24 30 35 38 35 16 29 107 41 80 6 17 39 36 split_gain=4.73533 14.5864 13.63 10.8253 11.3009 11.1679 15.0644 17.748 11.8762 8.97196 14.4281 12.6797 11.7394 14.7869 9.00575 10.5798 8.2544 8.0024 7.96952 9.59165 9.27521 16.0123 10.4304 9.17903 8.70279 9.31129 8.93999 8.36966 7.99278 7.90556 threshold=318.60926818847662 313.50000000000006 -0.33082792162895197 1013.0499877929689 0.17500000447034839 0 7.8500001430511483 7.9500000476837167 1.5500000119209292 4.3750000000000009 5.8550000190734872 1016.3500061035157 12.050000190734865 1 67.155002593994155 2.9450000524520878 344.50000000000006 1018.9500122070314 14.84999990463257 11.650000095367433 10.84999990463257 7.4149999618530282 1019.1499938964845 -0.92138853669166554 12.250000000000002 336.66778564453131 7.3500001430511483 17.029999732971195 10.650000095367433 13.750000000000002 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 -4 -5 -7 8 -8 10 -9 12 16 -14 18 -16 -11 -17 19 20 21 -13 28 -23 25 -21 -26 -25 -22 -19 right_child=1 2 3 5 -6 6 7 9 -10 11 -12 14 13 -15 15 17 -18 29 -20 24 22 23 -24 27 26 -27 -28 -29 -30 -31 leaf_value=2.5638689340184612e-05 -0.0012287925817845247 0.030855772654629417 -0.0057111929278693989 -0.0016129452422043345 -0.00063843964302751327 -0.0064931318958389665 0.0096483686130657068 0.0064830443778885046 0.046804738457760092 0.0011136952913585938 -4.0583544744326437e-05 -0.0052833389714743422 0.0085415778070381376 0.0021016984820622282 0.030129143123536612 -0.0037316085589218445 -0.0039852379783436274 0.0044094190726844734 0.0025367368268355063 -0.0012847751979544223 0.0054179203567039456 0.02089968807048212 0.0061580739117107148 0.0004384670325810287 0.0046337176517744624 -0.0052972065581878783 0.037282185181975368 0.019842476163288221 -0.001521873328013026 0.024080662922540182 leaf_weight=1237778 31050 36 1179 5524 15963 698 331 1721 23 9887 1670 1434 1169 3754 43 186 863 182 1980 7629 569 59 1228 2220 130 1784 25 57 1532 71 leaf_count=1237778 31050 36 1179 5524 15963 698 331 1721 23 9887 1670 1434 1169 3754 43 186 863 182 1980 7629 569 59 1228 2220 130 1784 25 57 1532 71 internal_value=-2.14017e-07 -0.00034431 9.90233e-05 8.11388e-05 -0.000987336 0.000490257 0.000786507 0.000918529 0.0120625 0.000815239 0.00327029 0.000576027 0.00163039 0.00365251 -0.00028785 0.00645999 0.000704358 0.0041416 -0.000462273 -0.000818548 0.000573967 -0.00112435 0.00249727 0.00142872 -0.00185173 -0.00204523 0.0098996 0.000924206 0.000357585 0.00992981 internal_weight=1.33078e+06 92997 61947 61911 17142 44769 39245 38547 354 38193 3391 34802 15673 4923 19129 482 10750 439 18647 16667 7099 3770 3329 2336 9568 9413 155 2277 2101 253 internal_count=1330775 92997 61947 61911 17142 44769 39245 38547 354 38193 3391 34802 15673 4923 19129 482 10750 439 18647 16667 7099 3770 3329 2336 9568 9413 155 2277 2101 253 cat_boundaries=0 1 2 cat_threshold=546 132 is_linear=0 shrinkage=0.05 Tree=623 num_leaves=31 num_cat=2 split_feature=60 136 81 9 12 135 39 31 2 76 70 31 66 2 76 15 72 70 23 56 60 136 35 80 134 106 58 12 108 29 split_gain=4.44268 8.02083 7.27734 7.90176 7.24163 8.32384 6.81897 6.08281 8.24421 8.43616 9.13159 7.8005 7.06046 10.5524 8.97344 6.30213 5.91757 14.27 14.7564 14.936 11.2306 11.1481 11.5022 10.2467 10.2167 14.7279 20.9057 10.2163 12.4959 12.6458 threshold=0.88688069581985485 0 255.76300048828128 14.949999809265138 3.1750000715255742 1012.3500061035157 11.250000000000002 1022.0499877929689 89.500000000000014 11.525000095367433 315.25965881347662 1029.4500122070315 38.444999694824226 335.50000000000006 6.9749999046325692 2.685000061988831 0.8317573368549348 247.94342041015628 5.6050000190734872 257.52268981933599 0.57356831431388866 1 9.5500001907348651 79.099384307861342 1024.850036621094 -0.78069818019866932 289.20433044433599 2.185000061988831 -0.89620453119277943 1010.2500000000001 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=16 2 -2 4 -4 -6 -3 -8 15 10 12 -11 -10 14 -14 -9 20 27 23 -20 -1 -21 -23 -19 -24 26 -26 -18 29 -29 right_child=1 6 3 -5 5 -7 7 8 9 11 -12 -13 13 -15 -16 -17 17 18 19 21 -22 22 24 -25 25 -27 -28 28 -30 -31 leaf_value=3.0551616497944179e-05 -0.0086454515164841959 -0.0028030328793241304 -4.3561314978691172e-05 0.024424382076332615 -0.004396959019627735 -0.029120119119927818 -0.0003568740541050519 0.0034618354880398047 0.0038703350117333668 -0.0022134662446742586 0.039892636146396404 0.026351612736470999 0.050603769675362856 -0.0038458623783641822 0.01530063994683183 -0.0058568823880066501 0.0012485376092371766 0.036867335489527746 -0.00068414451836208278 0.0010969928176727875 -0.00044252199790648295 -0.0029200591244697076 0.00021990155984239485 0.0026819187292104699 0.049838360412977636 -0.0082966965923428945 0.0089157182378956767 -0.0031270948043777449 -0.0048264038269750873 0.008009537389667077 leaf_weight=1005016 481 2339 1621 28 1248 35 12593 304 981 543 20 25 20 69 180 450 1674 22 31158 51703 143348 2976 63220 6041 40 76 142 626 3366 430 leaf_count=1005016 481 2339 1621 28 1248 35 12593 304 981 543 20 25 20 69 180 450 1674 22 31158 51703 143348 2976 63220 6041 40 76 142 626 3366 430 internal_value=-1.99923e-07 -0.00072279 -0.00293655 -0.00201001 -0.00226488 -0.0050714 -0.000289794 9.71381e-05 0.00230292 0.00410901 0.00637439 -0.0009562 0.0058381 0.0130142 0.018831 -0.00209973 1.13503e-05 0.000294764 0.000387866 0.000289678 -2.85012e-05 0.000546475 0.000117975 0.00280596 0.000260424 0.01019 0.0179097 -0.00207826 -0.00333766 0.00140771 internal_weight=1.33078e+06 20937 3413 2932 2904 1283 17524 15185 2592 1838 1270 568 1250 269 200 754 1.30984e+06 161474 155378 149315 1.14836e+06 118157 66454 6063 63478 258 182 6096 4422 1056 internal_count=1330775 20937 3413 2932 2904 1283 17524 15185 2592 1838 1270 568 1250 269 200 754 1309838 161474 155378 149315 1148364 118157 66454 6063 63478 258 182 6096 4422 1056 cat_boundaries=0 1 2 cat_threshold=5201 4756 is_linear=0 shrinkage=0.05 Tree=624 num_leaves=31 num_cat=0 split_feature=69 132 129 64 15 78 86 10 70 71 110 134 135 37 39 72 56 39 111 4 37 56 26 4 60 52 54 63 20 23 split_gain=4.47427 8.54632 5.80748 5.7462 21.4471 13.7516 13.6376 16.689 12.2909 12.0444 12.6306 19.4763 12.5043 12.2919 11.9801 11.7203 14.0093 11.1305 12.6839 13.285 12.6543 11.9566 12.0012 10.5178 10.1614 11.1833 13.2392 13.6577 11.1746 14.8198 threshold=317.66743469238287 1015.7500000000001 334.50000000000006 34.284999847412116 1.6349999904632571 23.064999580383304 0.70564687252044689 5.9500000476837167 196.03302001953128 228.27140045166018 -0.89956185221672047 1019.6499938964845 1016.3500061035157 13.449999809265138 14.250000000000002 0.85826367139816295 228.89084625244143 12.34999990463257 -0.62687724828720082 11.750000000000002 12.650000095367433 284.58280944824224 215.50000000000003 5.9500000476837167 0.6911168396472932 11.015000343322756 8.305000305175783 0.62916448712348949 9.4749999046325701 11.25500011444092 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 15 8 -6 7 -7 -5 13 11 12 -11 -8 -15 24 -17 21 19 -19 23 22 -9 -20 25 -1 -27 -28 29 -26 right_child=1 -3 -4 4 5 6 9 17 -10 10 -12 -13 -14 14 -16 16 -18 18 20 -21 -22 -23 -24 -25 28 26 27 -29 -30 -31 leaf_value=5.6326039312422117e-06 -0.00041968427825260469 -0.0049727405888065832 0.0054098555764989405 -0.032015082000110016 -0.00096919987451629999 -0.0033642573016720899 -0.0056471253696749853 0.043131889921167621 -0.0068928078071888374 0.0035251916699670289 3.5572156008168445e-05 -0.041326311261703573 0.032395063414189379 0.015124447520816653 -0.0044712745855194609 -0.0011639172320759279 0.00092991305275408841 0.0099052873944553248 0.014754358980873669 -0.014752184000930616 0.013549187942943269 -0.0033025557522696858 0.0063158361383331132 0.054943835617202091 -0.0003170248391226107 0.0027350011127364247 -0.00021717675621690729 0.0014486046140250262 -0.001639856755285206 0.0060584494159871567 leaf_weight=1003347 48811 1029 431 52 36889 554 1495 23 764 2889 20693 24 38 155 157 9158 62566 411 27 63 174 414 589 41 62452 7130 31360 20251 17863 925 leaf_count=1003347 48811 1029 431 52 36889 554 1495 23 764 2889 20693 24 38 155 157 9158 62566 411 27 63 174 414 589 41 62452 7130 31360 20251 17863 925 internal_value=-1.89515e-07 -0.000462901 -0.00036866 1.7976e-05 -0.000438382 -0.000336687 0.000504224 0.00419482 -0.00849374 0.000171286 0.000471983 0.00353218 0.0039 -0.00376323 0.00526378 4.25589e-05 0.000662565 0.0065988 0.0113831 0.00662803 0.0206968 0.00326004 0.00769945 0.0389862 3.66431e-06 4.48899e-05 0.000715439 0.000436439 -0.000535297 -0.000223974 internal_weight=1.33078e+06 50271 49242 1.2805e+06 65452 64636 27747 2296 816 25451 23644 2951 2927 1807 312 1.21505e+06 71724 1742 716 474 242 1026 612 68 1.14333e+06 1.06209e+06 58741 51611 81240 63377 internal_count=1330775 50271 49242 1280504 65452 64636 27747 2296 816 25451 23644 2951 2927 1807 312 1215052 71724 1742 716 474 242 1026 612 68 1143328 1062088 58741 51611 81240 63377 is_linear=0 shrinkage=0.05 Tree=625 num_leaves=31 num_cat=2 split_feature=104 99 34 114 17 76 130 76 127 28 30 53 36 76 63 12 15 14 136 14 136 16 12 23 15 8 75 14 12 20 split_gain=4.59628 6.27743 8.13786 8.74708 13.2921 7.00422 10.0303 6.08185 5.84151 5.8174 6.23049 6.81955 5.89174 4.76494 4.7364 4.56699 38.5765 30.9212 48.2003 27.9537 26.7964 22.8854 18.7995 15.6118 25.1187 14.9686 14.9021 12.3842 15.9927 12.1861 threshold=0.31884104013442999 -0.93791574239730824 12.34999990463257 0.94260558485984813 5.4100000858306894 47.645000457763679 118.50000000000001 4.5850000381469735 -0.67556449770927418 1014.6499938964845 1004.7500000000001 4.0050001144409189 11.449999809265138 57.135000228881843 0.71214440464973461 1.1549999713897707 1.3849999904632571 1.1549999713897707 0 1.0149999856948855 1 7.4149999618530282 1.2849999666213991 7.6449999809265146 1.794999957084656 9.1500000953674334 0.85909846425056469 0.6850000023841859 0.80500000715255748 4.9449999332427987 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 left_child=15 2 3 13 -5 6 7 -3 -7 10 11 -9 -11 -2 -4 16 20 18 21 29 25 -17 -21 -18 -25 -1 -26 28 -22 -20 right_child=1 5 14 4 -6 8 -8 9 -10 12 -12 -13 -14 -15 -16 17 23 -19 19 22 27 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=-5.1811059846590034e-05 0.0021413098149252003 -0.00037875137406498204 -0.00021441913975335806 0.051015380876075746 -0.0010788196837529542 0.0039983044343966023 0.023261072939365274 -0.0390460865005203 -0.022941225151755389 -0.024308135195589456 -0.00061660841568464452 -0.0041915906748423975 -0.0077728582779134957 0.026251523666793394 -0.0060982097599218063 -0.0028673733726616042 0.0014445534645434466 -2.943196749307251e-06 0.0022396372366510734 0.00058226626787136963 0.0005680007083888448 0.00089915178084124892 0.0037702234356528719 0.0038772989989571808 0.025702274846636494 0.003220416537411671 0.00078945213690309254 -0.0012232254985181058 0.010955921583138127 0.0073817132662759967 leaf_weight=170567 848 923 1117 24 25 27 36 23 79 61 510 36 461 21 493 7010 13984 1014193 1621 11359 2986 9496 7800 2587 224 3568 82 76337 423 3984 leaf_count=170567 848 923 1117 24 25 27 36 23 79 61 510 36 461 21 493 7010 13984 1014193 1621 11359 2986 9496 7800 2587 224 3568 82 76337 423 3984 internal_value=-8.67111e-07 -0.00156437 0.000126024 0.00388291 0.0244367 -0.00354643 -0.00289839 -0.00336599 -0.0160793 -0.00589323 -0.00239618 -0.0177789 -0.00970514 0.00272395 -0.0020161 4.65494e-06 -0.000178538 5.16494e-05 0.00139324 0.00278764 -0.000332415 -0.000700045 0.00188015 0.00213624 0.00547965 1.52355e-05 0.0190263 -0.00109142 0.00185697 0.00589459 internal_weight=1.3309e+06 4684 2528 918 49 2156 2050 2014 106 1091 569 59 522 869 1610 1.32622e+06 270758 1.05546e+06 41270 24764 253881 16506 19159 16877 2893 174135 306 79746 3409 5605 internal_count=1330905 4684 2528 918 49 2156 2050 2014 106 1091 569 59 522 869 1610 1326221 270758 1055463 41270 24764 253881 16506 19159 16877 2893 174135 306 79746 3409 5605 cat_boundaries=0 1 2 cat_threshold=2080 2850 is_linear=0 shrinkage=0.05 Tree=626 num_leaves=31 num_cat=3 split_feature=120 4 1 57 32 127 76 14 136 109 38 136 19 52 23 82 111 102 28 35 38 29 69 35 12 123 15 35 136 83 split_gain=4.49442 10.798 12.429 10.3871 12.0692 15.1044 11.9027 17.097 11.8276 11.4276 14.9993 12.8753 11.7097 12.3877 11.3089 10.9527 10.8076 13.7155 14.4739 10.5942 16.7664 17.8849 12.69 11.4706 22.823 38.708 11.7385 12.7081 11.3492 10.4651 threshold=-0.59480014443397511 2.0499999523162846 196.50000000000003 293.32835388183599 5.9500000476837167 -0.89490029215812672 33.43499946594239 4.9649999141693124 0 0.63726854324340831 14.550000190734865 1 5.7200000286102304 2.7350000143051152 6.805000066757203 273.15565490722662 -0.90038016438484181 -0.047431025654077523 1004.9500122070314 13.650000095367433 14.050000190734865 1019.5499877929689 274.69445800781256 15.550000190734865 2.4450000524520878 -0.94260558485984791 2.0049999952316289 17.050000190734867 2 206.07212066650393 decision_type=2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 -1 -3 6 5 -5 8 9 16 29 11 12 -11 -14 -9 -6 17 -4 -19 -10 22 -22 -21 -23 -25 -26 -27 -28 -24 -8 right_child=-2 2 3 4 15 -7 7 14 19 10 -12 -13 13 -15 -16 -17 -18 18 -20 20 21 23 28 24 25 26 27 -29 -30 -31 leaf_value=-0.00047748215097355494 -7.7055242453752862e-05 0.0015113577159977191 0.0002264739055078101 0.034229960020783608 -0.0014224832791440113 0.005410350612309274 -0.011661230964276223 0.020316444626381703 -0.00051326125111161717 0.033602679601723431 -0.0071751306130130206 -0.00049671005617406478 0.00010771471023128304 0.011371290253137859 -0.016112268189287335 0.0010602755437156379 0.00038737031739560692 0.048253788061153435 0.0098289902274896548 0.00089493194942262023 -0.00017248565646181503 0.0012053748108056311 0.0077881331591388367 0.0029057377277585095 0.073057474824599927 0.045909082928361995 0.0067550406204403939 0.040301744844163621 0.0020661523761706384 -0.0026554072758613115 leaf_weight=68377 788293 17269 538 49 5026 630 370 23 101539 38 558 2142 528 454 289 38240 170589 26 427 9265 112940 5249 1454 1491 28 24 316 31 2185 2517 leaf_count=68377 788293 17269 538 49 5026 630 370 23 101539 38 558 2142 528 454 289 38240 170589 26 427 9265 112940 5249 1454 1491 28 24 316 31 2185 2517 internal_value=-8.23756e-07 0.000109923 0.000194618 0.000144857 0.00087567 0.00749012 6.70997e-05 -0.00198927 0.000102135 -0.00144916 0.000382715 0.00171645 0.00630713 0.00531511 -0.0134268 0.000771866 0.000417592 0.00562404 0.0120344 -0.00012867 0.000164975 -1.90682e-05 0.0018776 0.00240802 0.00574806 0.0163694 0.012091 0.00975201 0.00437951 -0.0038096 internal_weight=1.3309e+06 542612 474235 456966 43945 679 413021 6919 406102 6607 3720 3162 1020 982 312 43266 171580 991 453 234522 132983 120079 12904 7139 1890 399 371 347 3639 2887 internal_count=1330905 542612 474235 456966 43945 679 413021 6919 406102 6607 3720 3162 1020 982 312 43266 171580 991 453 234522 132983 120079 12904 7139 1890 399 371 347 3639 2887 cat_boundaries=0 1 2 3 cat_threshold=123 5252 3076 is_linear=0 shrinkage=0.05 Tree=627 num_leaves=31 num_cat=2 split_feature=28 29 21 110 36 67 37 34 38 18 31 12 15 65 124 11 108 101 20 22 15 136 28 20 5 31 124 136 106 39 split_gain=4.45147 15.5981 16.9667 18.4933 25.0437 24.447 16.7938 22.9326 16.2561 15.5122 16.1773 15.4382 24.5968 14.3832 16.3596 32.3011 20.8196 16.9098 15.6774 14.4892 14.8094 18.5374 15.295 14.3829 18.6935 18.0666 18.729 16.8773 18.5121 14.0456 threshold=1015.3500061035157 1015.1499938964845 5.6949999332427987 -0.29704783856868738 9.2500000000000018 1.9550000429153445 10.050000190734865 9.8499999046325701 13.250000000000002 7.4149999618530282 1018.4500122070314 1.5950000286102297 1.8849999904632571 6.9949998855590829 -0.0087262028828264185 16.849999427795414 -0.89620453119277943 -0.097638785839080797 8.8350000381469744 8.2150001525878924 3.4850000143051152 0 1020.7500000000001 6.3750000000000009 9.2500000000000018 1014.7500000000001 -0.91702514886856068 1 -0.92953070998191822 13.550000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 left_child=1 2 3 4 -1 -6 7 -7 11 -2 13 -8 -13 18 15 16 17 -15 23 -20 -21 -22 -23 27 -25 26 -26 28 -11 -10 right_child=9 -3 -4 -5 5 6 8 -9 29 10 -12 12 -14 14 -16 -17 -18 -19 19 20 21 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.024133480314048938 0.0006328403086267887 0.00101091848888516 0.00018127093900672207 -0.00056062209785553659 -0.00064009461545061594 0.041964963211544921 0.011008811376793885 -0.0085953360423445709 0.022304633858962281 0.0053933723180954758 6.8729469420995211e-05 -0.0067407994610453499 0.0076526639396255593 -0.0019939890432007297 -0.00059631061176160086 0.012993945852025858 -0.002082680268607993 -0.01375584252938125 0.0043850834657034599 -8.7312329708287019e-05 -0.0012294669893081367 0.0074821073969470525 -0.005325063503900977 -0.00058255132800677956 0.014877864273337574 -0.0021207369178684473 -0.010638437084662363 -0.00040853901232455584 0.00072430995557841741 0.0072885902880793487 leaf_weight=88 67569 43356 442363 137634 2744 70 357 33 183 2307 342833 720 505 532 61162 342 18497 718 2783 16948 1384 2115 262 98578 77 5682 1089 52321 26608 1045 leaf_count=88 67569 43356 442363 137634 2744 70 357 33 183 2307 342833 720 505 532 61162 342 18497 718 2783 16948 1384 2115 262 98578 77 5682 1089 52321 26608 1045 internal_value=-7.79052e-07 9.58034e-05 2.80675e-05 -0.000444607 0.0023348 0.00274654 0.00593669 0.025766 0.00520985 -8.73553e-05 -0.000164082 0.00185927 -0.000807168 -0.00043798 -0.00100292 -0.00224087 -0.00250473 -0.00875 -0.000219559 0.000997767 0.000542559 0.00338091 0.00604503 -0.000372763 -0.000758033 -0.00328413 -0.0089534 0.00012723 0.00109645 0.00952632 internal_weight=1.3309e+06 629098 585742 143379 5745 5657 2913 103 2810 701807 634238 1582 1225 291405 81251 20089 19747 1250 210154 23492 20709 3761 2377 186662 105426 6848 1166 81236 28915 1228 internal_count=1330905 629098 585742 143379 5745 5657 2913 103 2810 701807 634238 1582 1225 291405 81251 20089 19747 1250 210154 23492 20709 3761 2377 186662 105426 6848 1166 81236 28915 1228 cat_boundaries=0 1 2 cat_threshold=5718 4423 is_linear=0 shrinkage=0.05 Tree=628 num_leaves=31 num_cat=0 split_feature=52 12 135 29 85 66 31 31 15 65 71 108 14 34 32 3 12 69 79 77 79 32 27 77 75 121 20 84 18 37 split_gain=4.39801 13.5131 12.3858 14.1013 13.5166 12.2214 14.8532 12.3725 11.8887 11.4898 17.7261 16.8469 13.5806 11.4502 11.3056 10.8629 16.1862 11.3778 10.8605 18.6468 10.5282 10.3512 13.2794 11.4645 10.2767 13.4202 19.2577 13.0292 13.6167 10.3205 threshold=58.674999237060554 3.435000061988831 1018.8500061035157 1000.4500122070314 0.80317577719688427 41.135000228881843 1025.850036621094 1026.9500122070315 1.9450000524520876 43.135000228881843 299.08781433105474 -0.84033736586570729 4.4849998950958261 10.550000190734865 14.750000000000002 133.50000000000003 4.555000066757203 276.48103332519537 11.034999847412111 10.894999980926515 1.9950000047683718 12.949999809265138 178.50000000000003 45.454999923706062 0.77670276165008556 -0.53727915883064259 7.8750000000000009 0.82559219002723705 12.699999809265138 13.250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 8 -4 7 -7 18 -2 -1 11 15 13 -13 -5 16 17 21 19 -3 -10 22 -11 -23 25 26 -17 -27 -29 -26 right_child=1 5 4 14 -6 6 -8 -9 20 10 -12 12 -14 -15 -16 24 -18 -19 -20 -21 -22 23 -24 -25 29 27 -28 28 -30 -31 leaf_value=5.3570937890316809e-06 0.016503950993397406 -0.0014140389533701557 0.014518689560360929 0.0010014671848742197 -0.0015657853731301738 0.00044146479876996253 0.0072316421527894295 -0.0078862574104748354 0.017745076576212535 0.05127815570150103 0.00019187115618284596 -0.00024540448252038369 -0.0094218995940296233 -0.0035876515958857438 0.0045401884874941368 -0.0020521789085469213 -0.016779271178305723 -0.01357493956004166 -0.0021061438031321918 0.0046791569698376115 -0.011597969512488829 0.017363862188339428 0.017219626789491412 -0.013023602846078576 -0.0066521647631117278 -0.0021967644204112994 0.059408952670100212 0.008190043484411982 0.047373667034786196 0.0059340292709119929 leaf_weight=1256157 49 3423 373 11657 201 14717 852 665 33 35 15450 3786 756 7930 2799 25 52 36 7657 1983 415 77 157 52 653 451 26 196 25 217 leaf_count=1256157 49 3423 373 11657 201 14717 852 665 33 35 15450 3786 756 7930 2799 25 52 36 7657 1983 415 77 157 52 653 451 26 196 25 217 internal_value=-7.40715e-07 0.000486118 0.00167862 0.00140194 0.00888632 -0.000145892 0.000813051 -0.00123343 -0.00687903 -1.77093e-05 -0.000985996 -0.00224329 -0.00292673 -0.00250761 0.00168664 0.00201438 0.0092831 0.0130793 -0.000894758 0.000821035 -0.00943654 0.0160686 0.0234282 0.00511465 0.000148147 0.0045535 0.0292809 0.00267686 0.0126226 -0.00351285 internal_weight=1.3309e+06 44824 15527 14953 574 29297 15569 13728 497 1.28608e+06 29924 14474 12472 11716 14456 2002 409 357 13063 5406 448 321 192 129 1593 723 51 672 221 870 internal_count=1330905 44824 15527 14953 574 29297 15569 13728 497 1286081 29924 14474 12472 11716 14456 2002 409 357 13063 5406 448 321 192 129 1593 723 51 672 221 870 is_linear=0 shrinkage=0.05 Tree=629 num_leaves=31 num_cat=2 split_feature=36 124 22 67 79 14 38 85 15 30 108 28 136 23 34 123 115 104 126 122 8 10 85 136 31 19 11 31 19 132 split_gain=4.30566 13.3856 12.8514 10.2296 12.0667 10.2811 9.78809 12.8481 10.9375 15.804 14.3732 20.0228 11.6828 9.24756 8.36948 8.33233 8.15498 8.35218 8.13485 8.01044 12.5082 11.2358 8.93248 8.62797 10.455 8.14294 7.88994 9.05759 8.33292 8.64233 threshold=9.3499999046325701 0.88697704672813427 5.9349999427795419 9.9250001907348651 39.895000457763679 1.6050000190734866 9.5500001907348651 0.89443376660346996 3.3549998998641972 1019.7500000000001 0.29950162768363958 1017.8500061035157 0 4.0450000762939462 10.050000190734865 -0.52247866988182057 -0.99687939882278431 -0.73888668417930592 -0.96811076998710621 -0.35019405186176294 10.449999809265138 17.150000572204593 0.90883693099021923 1 1021.8500061035157 14.550000190734865 14.250000000000002 1012.4500122070314 5.7200000286102304 1018.3500061035157 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 13 4 5 -3 7 8 18 10 11 -10 15 -1 -4 -12 -11 -18 -2 23 -21 22 25 -7 -25 -22 27 -15 -28 -30 right_child=6 3 14 -5 -6 19 -8 -9 9 16 12 -13 -14 26 -16 -17 17 -19 -20 20 21 -23 -24 24 -26 -27 28 -29 29 -31 leaf_value=0.021792125707078312 -0.0046514022076161394 0.0048906567638804686 9.3028664315106049e-05 -0.0017632222848453093 0.0081021728056797655 -0.0028245564282252393 1.4894515539715871e-07 0.0085863042256134666 0.015827160278343039 0.020776945394303265 0.0098563655924850287 0.06989649310708046 0.010983188591417274 -0.010505783024144774 -0.003699272972140693 -0.0074930970724488566 0.0033385190487024378 -0.014487201737279496 0.00093323844185735677 -0.0016650899540201947 0.0066224307883045791 -0.0063971823531513419 -0.02370355041482701 0.0033575597404444505 0.037628224010889728 -0.007157365985320914 0.014520633644905901 -0.0037667695570009364 -0.0020965660324441982 0.021250420112287765 leaf_weight=36 710 1417 8985 3159 652 2489 1292212 608 119 29 105 20 470 576 1736 203 112 159 7993 1586 1800 225 26 306 24 114 89 3711 1193 41 leaf_count=36 710 1417 8985 3159 652 2489 1292212 608 119 29 105 20 470 576 1736 203 112 159 7993 1586 1800 225 26 306 24 114 89 3711 1193 41 internal_value=-7.0368e-07 -0.000612336 -0.00153779 0.000671514 0.00156182 0.00102791 1.25197e-05 0.00153091 0.00109849 0.00553828 0.00879729 0.0236069 0.00615135 -0.00346845 -0.000521041 -0.00152887 -0.0044234 -0.00712011 0.000477638 0.000194805 0.00170833 0.00417957 0.00540626 -0.00181911 0.00567791 0.00580169 -0.00363055 -0.00467222 -0.000255177 -0.00132086 internal_weight=1.3309e+06 28165 16367 11798 8639 7987 1.30274e+06 10528 9920 1217 917 139 778 5646 10721 308 300 271 8703 6570 3751 2165 1940 2819 330 1914 5610 4287 1323 1234 internal_count=1330905 28165 16367 11798 8639 7987 1302740 10528 9920 1217 917 139 778 5646 10721 308 300 271 8703 6570 3751 2165 1940 2819 330 1914 5610 4287 1323 1234 cat_boundaries=0 1 2 cat_threshold=194 192 is_linear=0 shrinkage=0.05 Tree=630 num_leaves=31 num_cat=1 split_feature=4 128 111 110 37 39 135 64 76 29 127 125 119 11 104 14 111 30 107 107 79 63 40 35 14 125 12 32 136 31 split_gain=5.74527 7.23673 8.65514 9.16477 7.55369 7.31855 7.17298 10.2352 6.44191 8.50374 6.07498 10.2996 14.6647 11.042 12.5007 10.3832 10.1922 8.86073 8.46975 10.2456 9.41573 8.11575 7.82533 7.32243 7.78968 7.46276 7.0471 6.80477 6.30116 5.84197 threshold=14.550000190734865 158.50000000000003 -0.70369523763656605 -0.54993054270744313 13.050000190734865 13.949999809265138 1010.3500061035157 7.4149999618530282 63.079999923706062 1020.4500122070314 0.87878364324569713 0.7933231294155122 -0.64942333102226246 9.9499998092651385 -0.12186546996235846 3.2250000238418584 0.21362074464559558 1002.9500122070314 -0.92883729934692372 -0.88284060359001149 12.934999942779543 0.81093591451644909 4.8500001430511483 13.34999990463257 3.5849999189376835 0.63605400919914257 3.5249999761581425 12.449999809265138 0 1017.6499938964845 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=8 6 -3 -4 -5 -6 10 -8 -1 -10 11 13 -13 14 18 16 -14 -12 -2 20 -20 -21 -17 25 -25 -19 -16 -18 -27 -15 right_child=1 2 3 4 5 -7 7 -9 9 -11 17 12 15 29 26 22 27 23 19 21 -22 -23 -24 24 -26 28 -28 -29 -30 -31 leaf_value=-4.9266140271643351e-06 -0.0042177168052322011 -0.028234099836922006 0.024877742743464534 -0.0093502492516165849 0.028473642648294058 -0.0067511885054409504 0.040848913469484882 0.0005422503894401921 -0.0049582029787544257 0.013969330107497555 -0.030406574159860613 0.048876742534339435 0.041152788525713344 0.002975073122551253 -0.0037228986350227112 0.00430779780832884 0.013908787366520476 0.022700529101873854 0.045370243018260231 -0.0011426619248120649 0.0016373078292235732 0.026852474580218479 -0.010061708047994347 -0.0055517586092882531 -0.0371536134222809 -0.0090840643359901951 -0.015549346095780301 -0.0011613650078538295 0.00055219300834488281 -0.0023178710048473695 leaf_weight=1319729 252 38 27 247 29 30 28 36 1022 63 25 20 28 4020 283 615 282 36 32 157 20 31 112 78 26 175 227 102 2036 599 leaf_count=1319729 252 38 27 247 29 30 28 36 1022 63 25 20 28 4020 283 615 282 36 32 157 20 31 112 78 26 175 227 102 2036 599 internal_value=7.61356e-07 0.00122009 -0.00562671 -0.00304688 -0.00551082 0.0105627 0.0014956 0.0181764 -8.09275e-06 -0.00385918 0.001379 0.00214143 0.00643315 0.00125651 -0.00350152 0.00568787 0.0120294 -0.000796608 0.00218447 0.00890676 0.0285499 0.00347356 0.00209406 -0.000481743 -0.0134522 0.000118582 -0.00898683 0.00990578 -0.000249102 0.00228867 internal_weight=1.3304e+06 9591 371 333 306 59 9220 64 1.32081e+06 1085 9156 6780 1159 5621 1002 1139 412 2376 492 240 52 188 727 2351 104 2247 510 384 2211 4619 internal_count=1330405 9591 371 333 306 59 9220 64 1320814 1085 9156 6780 1159 5621 1002 1139 412 2376 492 240 52 188 727 2351 104 2247 510 384 2211 4619 cat_boundaries=0 1 cat_threshold=9 is_linear=0 shrinkage=0.05 Tree=631 num_leaves=31 num_cat=0 split_feature=4 128 107 34 108 135 132 60 76 29 87 22 22 32 86 133 135 127 125 15 11 80 107 107 79 29 20 124 35 31 split_gain=5.18115 6.53025 7.98904 11.2505 9.82139 6.47399 7.31589 7.39979 5.81382 7.67462 5.71289 7.25299 7.23424 7.92903 5.57449 5.50854 5.51812 5.48972 9.29542 13.4439 10.0702 15.3284 9.5539 9.21758 8.79876 8.07011 7.96449 7.68834 10.464 13.117 threshold=14.550000190734865 158.50000000000003 -0.69178578257560719 12.150000095367433 -1.0000000180025095e-35 1010.3500061035157 1010.4500122070314 0.40210615098476415 63.079999923706062 1020.4500122070314 0.68676304817199718 6.9949998855590829 8.0349998474121112 9.6500000953674334 0.81914067268371593 1013.6499938964845 1016.1499938964845 0.87878364324569713 0.7933231294155122 2.1550000905990605 10.750000000000002 184.01322937011722 -0.92883729934692372 -0.88284060359001149 12.934999942779543 1001.9500122070314 6.4949998855590829 0.68832838535308849 12.050000190734865 1003.0499877929689 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 5 3 -3 -4 17 7 -7 -1 10 11 -10 -12 -14 -5 -6 -17 18 20 26 21 -2 -23 24 -24 -19 -20 28 29 -22 right_child=1 2 4 14 15 6 -8 -9 9 -11 12 -13 13 -15 -16 16 -18 25 19 -21 27 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-4.6802818989176154e-06 -0.0084107906359694503 -0.0083446992139490136 -0.036190138468819279 0.044502376126391546 -0.014604260916821661 0.050123811335790726 -0.0078064764779992406 0.009071979866079662 0.026519786230346655 0.013270863832625013 -0.0071696833489980488 -0.0083259942974629152 0.034189895700131145 -0.00011956898255876321 0.0084871631285006362 0.018245022083547984 -0.0053054861639082289 -0.02846201774306022 0.012675757190944362 0.003772128351659586 -0.0058978716655585647 -0.0035993994050659245 0.041652515223501503 0.0047750237602515212 0.0017229582267728719 -0.00045206715868032995 0.037063275846991352 -0.0012732679776049087 0.00061965434470130512 0.0078587086689761634 leaf_weight=1319729 612 53 31 21 110 21 20 23 32 63 856 28 21 85 22 33 101 26 140 975 196 295 37 248 22 2350 44 1120 1596 1495 leaf_count=1319729 612 53 31 21 110 21 20 23 32 63 856 28 21 85 22 33 101 26 140 975 196 295 37 248 22 2350 44 1120 1596 1495 internal_value=7.20083e-07 0.00115864 -0.00534537 0.0070729 -0.00968048 0.00142036 0.0172676 0.0286649 -7.68811e-06 -0.00366623 -0.00471029 0.0102584 -0.00564389 0.00667759 0.026076 -0.00631245 0.000494266 0.00130959 0.00203436 0.00611149 0.00119369 -0.00283853 0.0028263 0.00900083 0.0267635 -0.000758573 0.0185076 0.00230445 0.0035235 0.00626421 internal_weight=1.3304e+06 9591 371 96 275 9220 64 44 1.32081e+06 1085 1022 60 962 106 43 244 134 9156 6780 1159 5621 1214 602 307 59 2376 184 4407 3287 1691 internal_count=1330405 9591 371 96 275 9220 64 44 1320814 1085 1022 60 962 106 43 244 134 9156 6780 1159 5621 1214 602 307 59 2376 184 4407 3287 1691 is_linear=0 shrinkage=0.05 Tree=632 num_leaves=31 num_cat=1 split_feature=4 128 107 32 108 12 135 27 109 65 11 122 125 79 12 22 37 36 82 101 55 21 136 20 5 31 111 102 60 37 split_gain=4.67599 5.89355 7.21011 9.52376 8.8638 6.74877 5.84278 7.05389 5.90631 9.41649 10.3413 9.36567 8.33142 12.0262 9.70859 9.77267 8.00167 9.58133 7.06798 6.68162 6.66033 19.3649 10.4571 10.1776 9.03084 8.81427 13.2698 8.59063 7.88955 7.1166 threshold=14.550000190734865 158.50000000000003 -0.69178578257560719 11.750000000000002 -1.0000000180025095e-35 4.0050001144409189 1010.3500061035157 282.50000000000006 -0.97540867328643788 63.940000534057624 19.44999980926514 0.49240480363368994 -0.98321744799613942 10.444999694824221 4.9549999237060556 6.1949999332427987 9.9499998092651385 11.150000095367433 214.38438415527347 0.16988405585289004 7.9349999427795419 6.3750000000000009 0 7.7950000762939462 16.750000000000004 1016.0499877929689 0.075553290545940413 0.67595073580741893 0.29334634542465216 12.34999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=-1 6 3 -3 -4 -5 8 -8 9 10 11 16 13 14 15 -10 -2 -18 -19 -15 -14 22 -22 24 28 -24 -27 -28 -23 -26 right_child=1 2 4 5 -6 -7 7 -9 12 -11 -12 -13 20 19 -16 -17 17 18 -20 -21 21 23 25 -25 29 26 27 -29 -30 -31 leaf_value=-7.3037010771775606e-06 0.031108602052554491 -0.010046283714473248 -0.034380631377139398 0.0069030130357151075 -0.0059968246434257966 0.044156894572079185 0.031043572184474517 -0.0024178152770868372 -0.0010261275511431066 0.0096904284636756145 -0.030898456658060486 -0.01311714024720172 0.00040279794505107097 0.0042162595788398996 -0.0027886893775946691 0.027480067706427594 -0.014056188014331658 0.0053805551658777304 -0.020909592132998766 -0.017845360076435928 0.00097971530631184582 0.023620832585177179 0.032074302148934947 -0.0038863707914134587 -0.00017927968066793924 -0.024961325619369746 0.029735601748733853 -0.004270726522596446 0.0047977935587009109 -0.024578093217555868 leaf_weight=1320814 20 45 31 31 244 20 36 28 38 126 37 187 5843 156 53 144 109 294 28 44 107 59 106 567 98 20 65 26 986 43 leaf_count=1320814 20 45 31 31 244 20 36 28 38 126 37 187 5843 156 53 144 109 294 28 44 107 59 106 567 98 20 65 26 986 43 internal_value=6.84079e-07 0.00110071 -0.0050781 0.00671926 -0.00919645 0.0215124 0.00134934 0.0164042 0.00124411 -0.00285729 -0.00519953 -0.00370916 0.00163731 0.00837443 0.016044 0.0215282 0.000191712 -0.00124295 0.00309446 -0.000637297 0.00126728 0.00369923 0.0149292 0.00162365 0.00425786 0.0208036 0.0119149 0.0200195 0.00586053 -0.00762005 internal_weight=1.3304e+06 9591 371 96 275 51 9220 64 9156 801 675 638 8355 435 235 182 451 431 322 200 7920 2077 324 1753 1186 217 111 91 1045 141 internal_count=1330405 9591 371 96 275 51 9220 64 9156 801 675 638 8355 435 235 182 451 431 322 200 7920 2077 324 1753 1186 217 111 91 1045 141 cat_boundaries=0 1 cat_threshold=2208 is_linear=0 shrinkage=0.05 Tree=633 num_leaves=31 num_cat=1 split_feature=52 54 64 135 64 126 136 71 108 68 60 17 57 33 7 32 97 79 121 3 83 31 4 134 0 121 34 96 35 135 split_gain=4.37554 9.60081 11.9735 13.3922 13.567 12.1084 10.953 10.2914 9.62905 14.8409 9.03486 13.4692 10.6753 11.0566 10.6591 9.46438 17.0382 14.7295 16.3731 11.6422 9.82055 9.11448 14.5701 8.95162 8.40385 8.34698 9.07181 8.17816 14.0511 9.64649 threshold=79.409999847412124 68.395000457763686 43.125000000000007 1018.8500061035157 20.615000724792484 -0.89490029215812672 0 313.85595703125006 0.20814904570579532 278.82037353515631 0.80821016430854808 14.550000190734865 274.77307128906256 10.949999809265138 17.750000000000004 4.3500001430511483 -0.96985778212547291 11.605000019073488 -0.78257837891578663 307.50000000000006 305.04954528808599 1025.850036621094 6.5499999523162851 1016.0499877929689 305.50000000000006 -0.70088258385658253 10.949999809265138 -0.99094706773757923 12.449999809265138 1025.850036621094 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -5 6 -3 23 9 -6 11 -2 13 -12 21 16 -14 18 -18 -20 -21 -15 -23 -7 -8 -4 -27 -17 -29 -30 right_child=10 2 25 4 8 7 24 -9 -10 -11 12 -13 15 14 -16 27 17 -19 19 20 -22 22 -24 -25 -26 26 -28 28 29 -31 leaf_value=1.9438438276765576e-06 0.0050037981846924708 0.0076541246878877676 -0.0088342921437230704 0.028337537633746659 -0.003290174496518871 -0.0016483720820965162 -0.0033217865054695644 0.0043809413618011248 -0.0025096776816822893 0.032389073625146862 -0.0079412547251585027 0.00072603073088825596 -0.0057114792529841148 -0.0022113626693880633 0.029737889121419621 0.0036501707326137781 0.06206653147287991 0.004590899119211826 0.0024535597880949844 0.020096013737747855 0.060235574543476104 0.0010185824462962225 0.040363270721652293 -0.014444396833775283 0.029771749600768088 0.00081161257987597468 -0.0044748152659573812 -0.0018459088137224907 0.0015839150896539526 -0.013683542214511409 leaf_weight=1287651 2534 748 633 72 55 8174 470 717 196 62 779 6720 209 1795 28 1561 23 300 74 64 20 82 33 139 20 1257 2290 6536 7058 105 leaf_count=1287651 2534 748 633 72 55 8174 470 717 196 62 779 6720 209 1795 28 1561 23 300 74 64 20 82 33 139 20 1257 2290 6536 7058 105 internal_value=6.50242e-07 -1.26259e-05 -0.00127743 -0.000387575 0.00876771 -0.000730854 0.00390632 -0.0013666 0.00426603 0.0156168 0.000619969 0.0018974 -1.3306e-05 -0.00291036 -0.000888144 0.000480193 0.006208 0.0113872 0.0226517 0.016914 0.0296531 -0.00133711 0.0123088 -0.00186233 -0.00193161 -0.00354527 -0.00260139 0.000221203 -0.000169528 0.00136011 internal_weight=1.3304e+06 1.30248e+06 14833 10653 385 10268 1238 9030 313 117 27921 9254 18667 2717 1938 15950 690 481 181 158 84 1910 115 8313 490 4180 3547 15260 13699 7163 internal_count=1330405 1302484 14833 10653 385 10268 1238 9030 313 117 27921 9254 18667 2717 1938 15950 690 481 181 158 84 1910 115 8313 490 4180 3547 15260 13699 7163 cat_boundaries=0 1 cat_threshold=4306 is_linear=0 shrinkage=0.05 Tree=634 num_leaves=31 num_cat=2 split_feature=4 92 32 100 119 83 116 131 5 63 127 12 136 132 109 31 64 55 66 126 39 127 57 35 120 15 59 132 136 22 split_gain=4.18223 5.50818 8.29293 7.01816 6.92631 6.77436 6.50083 5.27289 5.31949 9.82723 5.35904 7.34186 8.82032 6.96765 6.77576 10.6313 11.5541 8.84786 12.3791 9.7282 13.3059 11.9626 11.1171 11.8082 9.20638 10.8224 9.06577 9.03013 9.6114 8.2507 threshold=14.550000190734865 -0.9498513638973235 11.650000095367433 -0.84695014357566822 0.14780378341674807 188.54351806640628 -0.97988739609718312 336.50000000000006 9.2500000000000018 0.7541051208972932 0.87878364324569713 5.305000066757203 0 1009.2500000000001 -0.97540867328643788 1011.7500000000001 63.780000686645515 8.0650000572204608 25.505000114440922 -0.95368063449859608 12.250000000000002 -0.90255093574523915 265.97250366210943 12.949999809265138 0.56638467311859142 2.3349999189376835 236.34067535400393 1011.7500000000001 1 6.1150000095367441 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=-1 2 4 5 -2 -3 -4 8 9 -5 11 14 13 -13 15 -10 -17 19 26 20 22 -21 23 -16 -23 -26 -19 28 -20 -27 right_child=1 3 6 7 -6 -7 -8 -9 10 -11 -12 12 -14 -15 17 16 -18 18 27 21 -22 24 -24 -25 25 29 -28 -29 -30 -31 leaf_value=-6.9336755804777437e-06 0.050462695898022505 -0.0010923351992885419 0.021786061431010886 -0.018004836079787957 0.010985864941030741 -0.016618833829286611 -0.0057172558699468421 -0.0078831205565523376 0.0057991324869058371 0.017754421100020411 -0.00061322931349663476 0.0011752198319908097 -0.0082355270710757975 0.031498111272230747 0.014522325148017637 -0.010904494213091252 0.02585866592176583 0.035962117905728522 -0.0010504294177757667 -0.0082760071497200542 -0.0061431858097561283 0.0011564380908139641 -0.01113833647624061 0.048826705544654819 -0.0018075353518801453 0.047702072225511073 0.010684559975036692 -0.02867694870484146 0.0093717268314030388 0.013850480895748155 leaf_weight=1320814 20 201 31 83 25 108 70 159 227 25 2345 359 344 20 241 302 23 38 484 306 104 2738 37 28 119 20 533 22 399 180 leaf_count=1320814 20 201 31 83 25 108 70 159 227 25 2345 359 344 20 241 302 23 38 484 306 104 2738 37 28 119 20 533 22 399 180 internal_value=6.20606e-07 0.00104095 0.0106785 0.000891974 0.0285311 -0.00651907 0.00272436 0.00114263 0.0013025 -0.00972723 0.00143681 0.00217368 -0.00257747 0.00270403 0.00276583 -0.00250363 -0.00830279 0.00331998 0.00660207 0.00203602 0.00930736 0.00114954 0.0145585 0.018093 0.00209302 0.0101318 0.0123668 0.0029649 0.00375325 0.0172356 internal_weight=1.3304e+06 9591 146 9445 45 309 101 9136 8977 108 8869 6524 723 379 5801 552 325 5249 1476 3773 410 3363 306 269 3057 319 571 905 883 200 internal_count=1330405 9591 146 9445 45 309 101 9136 8977 108 8869 6524 723 379 5801 552 325 5249 1476 3773 410 3363 306 269 3057 319 571 905 883 200 cat_boundaries=0 1 2 cat_threshold=4504 339 is_linear=0 shrinkage=0.05 Tree=635 num_leaves=31 num_cat=1 split_feature=79 130 30 36 26 124 56 11 96 4 35 0 32 124 76 76 19 120 29 29 53 36 18 20 72 29 136 119 32 126 split_gain=5.47124 8.55679 11.4259 9.48276 6.63849 8.06997 5.82609 5.73241 15.9362 8.29812 8.13863 6.61943 6.17261 8.2885 6.0199 5.63063 5.50287 10.9667 5.62341 5.4555 6.62546 5.33888 5.33234 17.1189 13.9631 12.5093 14.4037 18.6052 11.7964 11.5611 threshold=63.939998626708991 118.50000000000001 997.54998779296886 8.9499998092651385 279.50000000000006 -0.90255093574523915 261.36009216308599 11.250000000000002 -0.98060685396194447 5.8500001430511483 13.949999809265138 162.50000000000003 14.949999809265138 -0.99809679388999928 45.674999237060554 34.864999771118171 10.405000209808351 -0.89490029215812672 1001.9500122070314 1014.6499938964845 27.935000419616703 10.84999990463257 7.4149999618530282 6.3150000572204599 0.65871793031692516 1014.3500061035157 0 0.97625884413719188 10.750000000000002 0.95878320932388317 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=22 2 4 -3 5 6 -2 8 11 10 19 -4 13 -11 15 -10 17 -15 -18 -9 21 -21 23 24 25 -1 -27 29 -29 -28 right_child=1 3 7 -5 -6 -7 -8 9 14 12 -12 -13 -14 16 -16 -17 18 -19 -20 20 -22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.00054336741933356289 -0.005200093612074852 0.016132402066355817 0.055016201299925654 -0.011216918696681066 -0.0039305807891018363 0.044105808680049249 0.031225905545510441 -0.015539857435568766 0.00029749952825821111 0.028558290140195328 0.016305580905036015 0.016068110875785354 -0.015435832259136924 0.036044520698487757 -0.013090426399416866 0.027032508683060449 -0.023346176414218333 0.0043048426849217501 -0.00011515974520906721 0.032188671520201578 -0.01503748796348061 -0.003907613957344438 -3.3293949226375617e-05 0.001975194457959871 0.0015914987803445581 -0.00046177823645229327 0.00068439170775794211 -0.0029064223873833924 0.017946851375610244 0.004113237548008384 leaf_weight=64659 23 38 24 191 23 36 21 148 54 33 34 20 43 28 42 31 28 971 374 21 35 20 1163439 13520 14539 28443 40790 92 258 2616 leaf_count=64659 23 38 24 191 23 36 21 148 54 33 34 20 43 28 42 31 28 971 374 21 35 20 1163439 13520 14539 28443 40790 92 258 2616 internal_value=8.58427e-06 0.0024787 0.00352251 -0.0066786 0.0197432 0.0265494 0.012185 0.00264595 0.0113803 0.00178511 -0.00648842 0.0373125 0.00323031 0.00379003 0.00239586 0.0100479 0.00320663 0.00519444 -0.00173324 -0.00994822 0.00094076 0.0145807 4.42264e-06 0.000270502 0.00011827 -3.82375e-05 0.00041414 0.0009834 0.0124654 0.000891042 internal_weight=1.33059e+06 2238 2009 229 103 80 44 1906 171 1735 258 44 1477 1434 127 85 1401 999 402 224 76 41 1.32836e+06 164917 151397 136858 72199 43756 350 43406 internal_count=1330594 2238 2009 229 103 80 44 1906 171 1735 258 44 1477 1434 127 85 1401 999 402 224 76 41 1328356 164917 151397 136858 72199 43756 350 43406 cat_boundaries=0 1 cat_threshold=1592 is_linear=0 shrinkage=0.05 Tree=636 num_leaves=31 num_cat=1 split_feature=79 130 30 36 16 87 11 96 4 35 0 32 32 60 12 35 37 120 30 28 36 33 36 124 105 67 29 12 136 53 split_gain=4.9378 7.7225 10.3119 8.55819 6.15315 10.2842 5.1735 14.3825 7.48905 7.34512 5.97404 5.57078 7.63143 6.51843 5.48866 7.38159 5.2351 6.06806 7.88111 9.46583 7.38724 6.72759 5.16674 10.6742 13.2852 11.6538 11.9962 20.5151 11.415 9.98842 threshold=63.939998626708991 118.50000000000001 997.54998779296886 8.9499998092651385 15.405000209808351 0.88547477126121532 11.250000000000002 -0.98060685396194447 5.8500001430511483 13.949999809265138 162.50000000000003 14.949999809265138 13.949999809265138 0.65396624803543102 4.4049999713897714 11.650000095367433 12.84999990463257 -0.8703225553035735 1005.3500061035157 1008.2500000000001 12.550000190734865 12.050000190734865 9.3499999046325701 0.88697704672813427 -0.75936296582221974 5.0050001144409189 1014.3500061035157 4.7249999046325692 0 3.6950000524520878 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=22 2 4 -3 5 -2 7 10 9 -8 -4 12 16 -14 15 -9 17 -10 -19 21 -21 -20 23 24 28 26 27 29 -1 -25 right_child=1 3 6 -5 -6 -7 8 14 11 -11 -12 -13 13 -15 -16 -17 -18 18 19 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0047399001406342022 0.037053315033387789 0.015325781884358118 0.052265391925660279 -0.010656072817991503 -0.0034161404861758151 -0.0026577412434246228 -0.0094508085521998256 0.030742374889918475 0.025712432013824584 0.015490301643662593 0.015264705587178469 -0.014664040493432347 0.0029463135890245183 0.03500150612422398 -0.012000171133232387 -0.00079487064683979216 -0.0038275023803046194 -0.0087589892500039689 0.025543784833141781 0.0020704782597118815 0.019467264513933158 -0.0067234644573181878 1.8590369789478559e-05 -0.0030537144058209002 -0.0026602246437910163 -0.0015743082283136941 0.002945027578271817 0.03939865789997081 0.0011685615460108173 0.014188779779413546 leaf_weight=953 56 38 24 191 24 23 224 28 32 34 20 43 29 35 44 55 244 115 84 809 66 20 1300662 1844 9772 4304 5302 30 5401 88 leaf_count=953 56 38 24 191 24 23 224 28 32 34 20 43 29 35 44 55 244 115 84 809 66 20 1300662 1844 9772 4304 5302 30 5401 88 internal_value=8.15488e-06 0.00235477 0.00334639 -0.00634467 0.018756 0.0254919 0.00251365 0.0108113 0.00169585 -0.006164 0.0354469 0.0030688 0.00360053 0.0204765 0.00227607 0.0098442 0.00281217 0.00425096 0.0036232 0.0050777 0.00338269 0.0193385 4.20134e-06 -0.000671586 -0.00150299 0.000487399 0.00170898 -0.00163123 0.000276765 -0.00226834 internal_weight=1.33059e+06 2238 2009 229 103 79 1906 171 1735 258 44 1477 1434 64 127 83 1370 1126 1094 979 875 104 1.32836e+06 27694 16126 11568 7264 1962 6354 1932 internal_count=1330594 2238 2009 229 103 79 1906 171 1735 258 44 1477 1434 64 127 83 1370 1126 1094 979 875 104 1328356 27694 16126 11568 7264 1962 6354 1932 cat_boundaries=0 1 cat_threshold=4 is_linear=0 shrinkage=0.05 Tree=637 num_leaves=31 num_cat=0 split_feature=74 53 12 60 52 64 14 111 30 55 105 28 110 54 52 23 133 14 92 130 4 28 52 79 135 36 60 17 20 12 split_gain=4.78128 11.8461 14.558 9.84184 13.0856 14.6684 13.1091 11.7839 15.7904 11.5967 11.4711 10.9617 11.6128 14.9236 9.56459 9.24582 8.90193 12.8593 17.3744 11.1319 10.86 9.30427 16.1494 13.7244 11.4771 14.2777 10.3452 9.42814 12.0176 12.4625 threshold=0.85301640629768383 0.49500000476837164 3.3850001096725468 0.57691690325737011 7.5950000286102304 5.5850000381469735 1.4650000333786013 -0.90038016438484181 1005.3500061035157 5.2950000762939462 1.0000000180025095e-35 1025.9500122070315 0.92244488000869762 6.1050000190734872 0.40500000119209295 5.7650001049041757 1018.1499938964845 1.3849999904632571 0.50243243575096141 200.50000000000003 4.7500000000000009 1010.3500061035157 99.075000762939467 10.635000228881838 1021.2500000000001 13.34999990463257 0.77160638570785534 14.550000190734865 10.894999980926515 2.0149999856948857 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 6 9 8 -8 -6 11 -7 13 -13 -4 -3 21 18 -18 -19 -20 22 24 -24 26 -26 -5 -23 -29 -30 right_child=1 15 14 16 5 10 7 -9 -10 -11 -12 12 -14 -15 -16 -17 17 19 20 -21 -22 27 23 -25 25 -27 -28 28 29 -31 leaf_value=-7.8745857779048552e-06 -0.000944887496450572 0.0034689347725776879 -0.018389481012862956 0.00096027901255979443 0.0040432964644322861 0.0013761252118837451 0.041129680385347457 -0.0017263557793155957 0.0042439176377217459 5.2590238084072873e-05 -0.0036874786019593254 0.024782306131787554 -0.0072843618555149692 0.0060576498759026655 -0.005071622355619464 0.00034176484119190665 0.00088458041685843258 -0.0088595253418255315 0.0095284395984240947 -0.0022883867659362895 0.05536383328338465 -0.00073364462201591901 0.019273706988811992 0.0039903197946707476 0.0038403519243001938 0.05679830640088767 -0.0017921267992970259 0.00036836167895058563 0.0022884452042853331 -0.002765343237120957 leaf_weight=959695 6494 2409 182 12715 2448 34359 32 10958 311 7101 1086 123 132 789 520 125548 825 909 28 2215 24 99293 164 1408 35 20 4667 48437 1522 6145 leaf_count=959695 6494 2409 182 12715 2448 34359 32 10958 311 7101 1086 123 132 789 520 125548 825 909 28 2215 24 99293 164 1408 35 20 4667 48437 1522 6145 internal_value=7.7458e-06 0.00028963 -0.0016843 -2.41232e-05 3.59641e-05 0.000769701 -0.000288248 -0.0014407 0.00768515 0.00107566 0.00137422 0.00152949 0.00657679 0.00858301 -0.0085244 0.000400639 -0.000366659 -0.00269852 0.00265143 -0.00420041 0.0306832 -0.000313164 0.000731008 0.00558477 0.000293426 0.0230978 0.000221269 -0.000440893 7.72193e-05 -0.0017621 internal_weight=1.33059e+06 135153 7196 1.19544e+06 1.01703e+06 57339 20850 11301 343 9549 36489 35403 1044 912 702 127957 178407 4001 877 3124 52 174406 19009 1572 17437 55 17382 155397 56104 7667 internal_count=1330594 135153 7196 1195441 1017034 57339 20850 11301 343 9549 36489 35403 1044 912 702 127957 178407 4001 877 3124 52 174406 19009 1572 17437 55 17382 155397 56104 7667 is_linear=0 shrinkage=0.05 Tree=638 num_leaves=31 num_cat=0 split_feature=104 67 39 31 4 29 33 79 37 39 11 64 78 108 74 57 56 12 23 60 67 72 21 17 33 34 124 78 28 2 split_gain=4.70192 7.93459 5.91974 5.58512 8.235 6.91986 5.38393 6.06608 5.89754 9.63085 10.1638 5.18 5.51328 4.57148 4.53238 10.6311 8.88194 10.3327 8.83363 8.72817 7.945 8.53525 8.35032 8.94577 11.055 17.5128 13.3375 10.3515 11.1489 9.91279 threshold=0.67297983169555675 17.904999732971195 11.449999809265138 1023.8500061035157 0.25000000745058065 1006.7500000000001 12.34999990463257 4.0750000476837167 10.650000095367433 10.750000000000002 12.84999990463257 8.2150001525878924 2.2849999666213994 -0.18511338531970975 0.84918281435966503 218.19808197021487 1.0000000180025095e-35 2.6950000524520878 5.7449998855590829 0.57691690325737011 2.435000061988831 0.7893071472644807 5.8750000000000009 15.405000209808351 10.449999809265138 11.650000095367433 -0.95368063449859608 24.615000724792484 1000.4500122070314 165.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 3 -3 4 -2 -6 8 -8 -7 -10 11 -11 -13 -4 19 16 17 -16 -17 -1 -21 -22 -23 24 25 27 -27 -24 29 -29 right_child=1 2 13 -5 5 6 7 -9 9 10 -12 12 -14 -15 15 18 -18 -19 -20 20 21 22 23 -25 -26 26 -28 28 -30 -31 leaf_value=3.5291950471139366e-05 0.02920649188935109 -0.029204758594562188 -0.015579968517542715 -0.0084479062920028124 -0.015681777388396625 -0.0090483748470433067 -0.000529060449315589 -0.0092487265195926767 0.038613393995910884 -9.6633142004069468e-05 0.03048237987730483 0.026846875364963826 0.0040104217466716543 0.0036651544876534631 -0.0018578784808748958 0.003074842738453527 -0.00070375781106510544 -0.013382878878913443 0.00035630998935581881 0.00042649063049519405 -0.00090172862161693736 0.0039842126976983722 -0.00014506990411826106 0.0010915205733955536 -0.00075740139458276609 0.046638959478586914 0.010254342838822254 -0.0016311944459713149 0.0041477042553891702 -0.026296785473823549 leaf_weight=1012756 23 41 72 251 76 92 879 258 20 529 33 39 82 54 543 3061 13447 303 125647 27683 68739 1212 9294 11376 50949 30 157 176 2719 53 leaf_count=1012756 23 41 72 251 76 92 879 258 20 529 33 39 82 54 543 3061 13447 303 125647 27683 68739 1212 9294 11376 50949 30 157 176 2719 53 internal_value=7.35851e-06 -0.00218148 -0.012702 -0.00141157 -0.00054199 -0.000882735 -0.000300578 -0.00250767 0.00285597 0.00441387 0.00341242 0.0020381 0.0113709 -0.00733206 1.13946e-05 0.000277299 -0.00101639 -0.00598563 0.000420964 -2.06899e-05 -0.000349575 -0.000498042 -0.00013276 -0.000199509 -0.000431242 0.000905753 0.0160914 0.000673788 0.00325536 -0.00733982 internal_weight=1.33059e+06 2449 167 2282 2031 2008 1932 1137 795 703 683 650 121 126 1.32814e+06 143001 14293 846 128708 1.18514e+06 172388 144705 75966 74754 63378 12429 187 12242 2948 229 internal_count=1330594 2449 167 2282 2031 2008 1932 1137 795 703 683 650 121 126 1328145 143001 14293 846 128708 1185144 172388 144705 75966 74754 63378 12429 187 12242 2948 229 is_linear=0 shrinkage=0.05 Tree=639 num_leaves=31 num_cat=3 split_feature=18 64 118 15 136 39 12 120 29 38 39 6 20 13 101 11 13 136 31 27 39 77 120 27 8 3 136 26 12 123 split_gain=4.73295 18.5367 14.0238 16.2709 23.7899 16.7724 15.0569 14.6828 14.5752 14.3096 15.3563 13.6576 15.3282 13.5517 13.5096 12.9044 14.4643 22.9268 12.4065 12.3168 11.6966 19.1176 16.0105 13.5472 11.5046 11.4804 11.3415 16.2945 11.1772 11.0219 threshold=7.4149999618530282 4.3949999809265146 -0.36648726463317866 1.0950000286102297 0 11.750000000000002 2.554999947547913 0.2503704726696015 1024.1499633789065 13.250000000000002 15.150000095367433 3.3500000238418584 5.9549999237060556 2.2350000143051152 -0.097638785839080797 9.8499999046325701 1.4750000238418581 1 1008.9500122070314 274.50000000000006 13.949999809265138 15.614999771118166 0.49240480363368994 215.50000000000003 4.0499999523162851 165.50000000000003 2 257.50000000000006 3.0349999666213994 0.62249094247818004 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 2 3 6 9 13 -1 11 20 -5 18 -4 15 14 -6 16 -13 -18 19 -11 22 -22 23 -7 -9 -23 27 -14 -20 -3 right_child=-2 29 7 4 5 8 -8 24 -10 10 -12 12 26 -15 -16 -17 17 -19 28 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0004253034776492958 -2.848914167794531e-05 0.0021888100468760632 0.0011741248141263593 -0.0073674693043964609 -0.013928517620732281 0.013333758438238875 -0.025911959216503772 -0.0004680667995140227 0.04954200135543943 0.015085459311817293 -0.0097439870421022236 -0.00020821812178376488 0.040289571508765221 -0.0039954620086432146 0.0074953989611252899 0.00031669117192982944 0.00015066179175187339 -0.0033565142087034067 0.0081100009937452658 0.059049377723463949 0.0032744439267965563 0.01247434862466021 0.01836296296405723 0.0021556670034676216 -0.0035556649629770233 0.06481586202979088 0.00096377904691285284 0.0047962111083523313 -0.021152695067422955 -0.0046757407855114157 leaf_weight=3255 1165595 14688 24914 714 82 467 59 7843 20 66 151 31215 33 771 717 41304 7798 11585 231 21 1802 22 414 646 4903 20 9004 1607 38 609 leaf_count=3255 1165595 14688 24914 714 82 467 59 7843 20 66 151 31215 33 771 717 41304 7798 11585 231 21 1802 22 414 646 4903 20 9004 1607 38 609 internal_value=6.99058e-06 0.000257628 8.822e-05 0.00194775 0.00346311 0.00499606 -0.000879049 -3.77237e-05 0.00698432 -0.00278345 0.00361724 0.000124081 -0.000131032 0.000733479 0.0052967 -0.000339071 -0.000874381 -0.00194719 0.00928451 0.0256974 0.00673183 0.00405168 0.00996836 0.00684585 -0.00165577 0.0373989 0.00166522 0.00547701 0.00397624 0.00191552 internal_weight=1.33059e+06 164999 149702 9496 6182 4961 3314 140206 3391 1221 507 127460 102546 1570 799 91902 50598 19383 356 87 3371 1844 1527 1113 12746 42 10644 1640 269 15297 internal_count=1330594 164999 149702 9496 6182 4961 3314 140206 3391 1221 507 127460 102546 1570 799 91902 50598 19383 356 87 3371 1844 1527 1113 12746 42 10644 1640 269 15297 cat_boundaries=0 1 2 3 cat_threshold=771 5907 528 is_linear=0 shrinkage=0.05 Tree=640 num_leaves=31 num_cat=4 split_feature=28 35 38 136 11 79 136 76 79 136 95 4 42 106 38 20 111 7 14 102 16 43 31 77 111 16 136 34 123 20 split_gain=6.08819 15.5916 20.4212 20.2481 34.9848 22.0436 18.8595 38.642 16.0731 20.2803 22.6574 27.7869 23.3973 18.8102 17.7124 16.4506 23.5462 17.8236 18.9718 18.1503 15.6654 15.417 15.3495 21.1684 17.7449 18.3795 17.7854 15.8353 15.7825 15.243 threshold=1015.0499877929689 12.84999990463257 12.84999990463257 0 5.4500000476837167 25.785000801086429 1 6.2650001049041757 7.9349999427795419 2 -0.1282100901007652 11.150000095367433 11.550000190734865 -0.84333100914955128 11.550000190734865 7.5950000286102304 0.36095423996448522 10.449999809265138 4.3450000286102304 0.094583965837955489 8.7100000381469744 9.3499999046325701 1015.6499938964845 32.254999160766609 -0.94340083003044117 8.0099999904632586 3 15.449999809265138 0.50751903653144848 9.4749999046325701 decision_type=2 2 2 1 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=22 2 8 -3 -5 29 -4 -8 9 10 11 12 -2 -13 15 16 -11 18 19 -17 -18 -12 -1 24 28 26 -26 -27 -24 -6 right_child=1 3 6 4 5 -7 7 -9 -10 14 21 13 -14 -15 -16 17 20 -19 -20 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31 leaf_value=3.1083596580465496e-05 0.0032136015330373885 -0.00024376406007686329 -0.00021460722438661813 -0.00015039669324015857 0.00087823113977812868 0.0049415518834458761 -0.00075891051290140907 -0.0037686336101608905 -0.00060907813302378544 0.0030710045027804514 0.00021204640010326153 0.047960998609455102 0.054872416603294283 0.012812989510689654 -0.00074215287055460826 -0.0027182431086928533 0.00062696289148980733 0.0068130749144127908 -0.0051631014861857555 0.0016543376168696876 -0.0010829655006586293 0.0033902996582575043 0.020315106184783882 -0.0030010383485887917 0.0037253683381086376 0.0021547983986618096 -0.0012759158457984275 -0.00030011556819412234 0.0006984881254256688 0.0033623949300298356 leaf_weight=535775 5938 167432 50859 90071 70940 3911 40537 14472 101156 5267 26514 54 22 129 61369 2603 21787 1387 1193 26891 34772 4457 227 3272 2089 30186 11609 8396 187 6764 leaf_count=535775 5938 167432 50859 90071 70940 3911 40537 14472 101156 5267 26514 54 22 129 61369 2603 21787 1387 1193 26891 34772 4457 227 3272 2089 30186 11609 8396 187 6764 internal_value=-6.11043e-06 -0.000101858 -0.000313548 0.000147467 0.000528987 0.00127883 -0.000908872 -0.00155044 -9.88383e-05 0.000169449 0.00121929 0.00399354 0.00340429 0.0231845 -8.15698e-05 0.00035015 -0.00012652 0.00126898 0.0010184 0.00126843 -0.000424287 0.000669425 0.000113388 0.000901304 0.00114362 0.00106197 -0.000511412 0.00162057 0.0114545 0.00109447 internal_weight=1.33027e+06 738525 399407 339118 171686 81615 105868 55009 293539 192383 37114 6143 5960 183 155269 93900 61826 32074 30687 29494 56559 30971 591741 55966 52694 52280 13698 38582 414 77704 internal_count=1330266 738525 399407 339118 171686 81615 105868 55009 293539 192383 37114 6143 5960 183 155269 93900 61826 32074 30687 29494 56559 30971 591741 55966 52694 52280 13698 38582 414 77704 cat_boundaries=0 1 2 3 4 cat_threshold=1634 730 4867 1552 is_linear=0 shrinkage=0.05 Tree=641 num_leaves=31 num_cat=3 split_feature=28 35 7 136 38 136 77 39 20 31 83 1 14 28 31 63 65 31 110 15 7 17 15 12 120 136 43 21 31 2 split_gain=5.49472 14.8641 19.1365 26.4856 14.8403 19.3718 34.3994 35.6482 22.5318 19.0668 18.0927 16.3242 15.5452 14.7718 19.5925 17.1795 17.5879 14.6126 18.9312 26.3267 23.5207 14.6112 14.6045 39.3185 16.4515 16.7977 15.1245 14.446 20.6324 19.8496 threshold=1015.0499877929689 14.050000190734865 4.5499999523162851 0 12.84999990463257 1 21.414999961853031 13.650000095367433 10.114999771118166 1025.1499633789065 198.28699493408206 1.0000000180025095e-35 1.4550000429153445 1017.2500000000001 1016.7500000000001 0.73651474714279186 56.125000000000007 1019.0499877929689 -0.23534072935581204 2.1250000000000004 5.0499999523162851 20.524999618530277 1.1549999713897707 1.1150000095367434 0.14780378341674807 2 11.550000190734865 5.9749999046325692 1012.8500061035157 142.50000000000003 decision_type=2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=27 4 -3 -4 22 6 8 -8 -6 12 -9 -10 -7 17 -15 16 -16 -14 19 20 -19 -5 23 -2 25 26 -25 29 -29 -1 right_child=1 2 3 21 5 9 7 10 11 -11 -12 -13 13 14 15 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.00088250972734510837 -0.00035715007414666389 -0.00013497250235655156 -0.00022490264107030944 0.0015378304132873518 -9.8133024145615009e-05 -0.00027766721018156144 0.0033355105999696038 0.071457775575774055 -0.024457419257184181 0.0015845122584503162 0.022873480636638445 0.0049399444363000221 -0.00067745601789123515 -0.0038626214501719541 -0.0019066620039788829 0.00018858615671395458 0.006786744360781769 0.019165199498932525 0.002068754615385077 0.0026985343821395776 0.074189104392163224 0.015393911540383019 -0.00013054470332482027 0.008725544748588103 0.00013917048929311897 0.0034044015126748275 0.051462488204595591 -1.5602576873982733e-05 0.00072021026887239168 -0.00046808287773859072 leaf_weight=32638 19619 121033 33908 49003 30898 66464 458 21 48 8245 219 2918 32365 8883 47603 14013 589 52 2054 114 31 191 288183 1459 3020 7113 21 235855 159831 163417 leaf_count=32638 19619 121033 33908 49003 30898 66464 458 21 48 8245 219 2918 32365 8883 47603 14013 589 52 2054 114 31 191 288183 1459 3020 7113 21 235855 159831 163417 internal_value=-5.80416e-06 -9.67655e-05 0.000266168 0.000850404 -0.000235405 -0.000556582 0.000527776 0.0115151 0.000301461 -0.000764302 0.0271246 0.00446419 -0.000876829 -0.00125357 -0.00166603 -0.00135235 -0.00180041 -0.000406533 0.00348881 0.0182949 0.0397163 0.0015913 -1.92432e-05 0.00100775 0.00331363 0.00442928 0.00926932 0.00010772 0.000281617 -0.000243245 internal_weight=1.33027e+06 738525 204135 83102 534390 214975 34562 698 33864 180413 240 2966 172168 105704 71088 62205 48192 34616 2251 197 83 49194 319415 31232 11613 8593 1480 591741 395686 196055 internal_count=1330266 738525 204135 83102 534390 214975 34562 698 33864 180413 240 2966 172168 105704 71088 62205 48192 34616 2251 197 83 49194 319415 31232 11613 8593 1480 591741 395686 196055 cat_boundaries=0 1 2 3 cat_threshold=1058 156 4865 is_linear=0 shrinkage=0.05 Tree=642 num_leaves=31 num_cat=2 split_feature=28 41 34 136 12 127 108 19 31 15 94 13 123 62 124 34 28 20 4 79 31 23 7 122 30 21 12 54 20 136 split_gain=4.95887 14.3802 14.0263 17.4391 17.5283 21.4316 18.425 24.3641 17.6913 19.1784 21.7773 18.5408 19.6243 18.9902 44.0963 17.7033 17.3417 17.1342 20.5297 16.615 16.1034 17.084 15.9727 15.2543 18.4144 14.6183 13.8099 13.7156 17.7735 16.9822 threshold=1015.0499877929689 13.84999990463257 14.050000190734865 0 3.0149999856948857 -0.96811076998710621 -0.6265563666820525 12.309999942779543 1015.6499938964845 3.1650000810623173 0.51124098896980297 1.6349999904632571 -0.80382624268531788 0.80836287140846264 -0.89490029215812672 11.34999990463257 1013.2500000000001 7.5750000476837167 1.5500000119209292 9.4849996566772479 1012.6499938964845 7.1050000190734872 10.150000095367433 -0.55191597342491139 1002.9500122070314 5.555000066757203 1.8849999904632571 31.404999732971195 8.5349998474121112 1 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=2 -2 3 4 8 -6 -7 23 16 11 -11 13 -13 22 -15 -12 20 18 -9 -14 -1 -22 -10 24 -8 -5 -4 28 -28 -29 right_child=1 -3 26 25 5 6 7 17 9 10 15 12 19 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=0.00088859825293841977 -0.00014580260261439908 0.00081158363170490187 3.2432679437370512e-05 -0.00089129974055917553 -0.0060666426842215524 -0.004121753717816889 -0.018164255368460568 0.036171789562100903 0.00462702716740111 -0.001642288802564144 0.041311104301680501 0.0087793926714746506 -0.0021280461465888272 0.086171451482611405 0.0081771603321367133 0.011961112636086232 -7.8233365975824442e-05 0.0013035898703096321 0.0056953608667883234 0.0036021701263487874 0.0016548148713855333 0.0053329860760988178 0.040681446707176584 0.00050654209434412172 -0.0024398727023422881 0.00021720589897474132 -0.00075848692590329647 -0.0076020415666226875 -0.0034939307825016734 0.0019592769890208134 leaf_weight=41174 696964 41561 180430 35256 1547 2448 193 57 3385 125 91 720 3416 24 74 118 31191 7979 1808 2009 9941 4626 31 7215 5275 190143 48798 491 6761 6415 leaf_count=41174 696964 41561 180430 35256 1547 2448 193 57 3385 125 91 720 3416 24 74 118 31191 7979 1808 2009 9941 4626 31 7215 5275 190143 48798 491 6761 6415 internal_value=-5.51276e-06 -9.1925e-05 0.000102334 0.000305462 0.000783127 -0.000355785 -2.04339e-06 0.000445644 0.00109485 0.00308724 0.0148666 0.00267992 0.00102336 0.00557679 0.0272778 0.0247403 0.000865825 0.0023121 0.00662681 -6.01767e-06 0.00139409 0.00282288 0.00495422 -0.00100302 -0.00299488 4.3816e-05 -0.000189397 -0.000830151 -0.00109136 0.00127132 internal_weight=1.33027e+06 738525 591741 348846 123447 26522 24975 22527 96925 9993 334 9659 6145 3514 98 209 86932 9844 1865 5425 55741 14567 3416 12683 5468 225399 242895 62465 55559 6906 internal_count=1330266 738525 591741 348846 123447 26522 24975 22527 96925 9993 334 9659 6145 3514 98 209 86932 9844 1865 5425 55741 14567 3416 12683 5468 225399 242895 62465 55559 6906 cat_boundaries=0 1 2 cat_threshold=1834 148 is_linear=0 shrinkage=0.05 Tree=643 num_leaves=31 num_cat=4 split_feature=111 7 24 133 63 36 35 136 26 102 136 4 2 93 128 35 136 104 22 76 123 87 78 67 78 99 79 97 136 79 split_gain=4.75213 30.5676 19.7089 24.6842 19.5881 28.0671 17.7054 17.3803 22.1626 17.0848 17.9224 16.0648 18.0975 14.9451 23.6292 17.6836 14.8669 14.2292 15.376 15.2298 13.8368 19.4117 12.8572 14.9019 12.7442 12.519 12.3837 16.7779 12.2433 12.139 threshold=-0.017508870922029015 7.3500001430511483 285.50000000000006 1022.8500061035157 0.48630981147289282 13.34999990463257 10.84999990463257 0 203.50000000000003 0.30636510252952581 1 10.949999809265138 251.50000000000003 0.27496793866157537 239.50000000000003 13.650000095367433 2 -0.59239950776100148 7.6349999904632577 9.8649997711181658 0.36648726463317877 0.89494338631629955 15.34500026702881 19.224999427795414 3.5349999666213994 -0.90576183795928944 57.190000534057624 -0.9582117199897765 3 29.564999580383304 decision_type=2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 2 3 11 5 6 20 8 25 10 -6 12 26 -12 -15 -16 24 18 19 -11 21 -3 -10 -24 -4 -7 -1 -28 -14 -18 right_child=-2 4 16 -5 9 7 -8 -9 22 17 13 -13 28 14 15 -17 29 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00033046679269350997 2.726414258591436e-05 0.0043215607438803439 0.00092746758881715884 0.020388633602386918 0.0054145087789981717 0.051397195776614051 -0.0039876436010712422 0.0015462449064341422 -0.004249076054084408 -0.0023926614718462048 0.0014730760112489872 -0.0045548034014531247 -0.0057607060746758488 -0.0033337593703447739 0.0038289544441633752 0.05160642898477176 -0.0016550793129976532 -6.7462198176356251e-05 0.0030602025177304515 0.012050676237787989 -0.0038633740346863295 0.050748375317324769 0.024068300763934125 -0.0017794144659681798 -0.0073012489250327637 0.015470078623644551 0.043875709207924579 0.0036845095160349113 -0.00094592396081007277 0.0053167957080146626 leaf_weight=50451 1189548 1067 610 144 2247 48 5101 3044 162 211 10541 2192 1372 2823 45 34 22699 1075 1539 1352 662 23 144 91 2058 49 38 82 30172 642 leaf_count=50451 1189548 1067 610 144 2247 48 5101 3044 162 211 10541 2192 1372 2823 45 34 22699 1075 1539 1352 662 23 144 91 2058 49 38 82 30172 642 internal_value=-5.23924e-06 -0.000280004 -0.000665698 -0.000295053 0.00112801 -0.000631057 -0.00249821 0.00298555 0.0115886 0.00204806 0.00129152 -0.000330382 -0.000217614 0.00059789 -0.00257901 0.0243914 -0.00186918 0.00488982 0.00660777 0.0101009 0.00183834 0.00530121 0.00658831 0.0140592 -0.00539963 0.0332484 0.000368626 0.0164117 -0.00115747 -0.00146269 internal_weight=1.33027e+06 140718 110460 84451 30258 10391 6853 3538 494 19867 15690 84307 82115 13443 2902 79 26009 4177 3102 1563 1752 1090 397 235 2668 97 50571 120 31544 23341 internal_count=1330266 140718 110460 84451 30258 10391 6853 3538 494 19867 15690 84307 82115 13443 2902 79 26009 4177 3102 1563 1752 1090 397 235 2668 97 50571 120 31544 23341 cat_boundaries=0 1 2 3 4 cat_threshold=208 6149 1 516 is_linear=0 shrinkage=0.05 Tree=644 num_leaves=31 num_cat=1 split_feature=35 87 34 77 119 4 136 4 109 31 15 124 125 82 53 115 122 29 30 15 32 37 21 31 125 80 43 72 115 32 split_gain=4.59192 16.3511 15.2355 23.3682 13.7192 13.0526 10.4892 15.6131 23.8487 17.8876 17.5807 19.9319 16.5375 28.6111 15.1389 18.6006 13.8633 13.4664 12.0486 17.1904 22.3823 21.8675 25.7762 14.6204 12.4213 13.871 12.5377 13.7751 11.9089 11.8091 threshold=10.84999990463257 0.8788905441761018 10.949999809265138 22.73499965667725 0.89490029215812694 15.650000095367433 0 8.9499998092651385 -0.70047318935394276 1016.9500122070314 2.3149999380111699 0.97625884413719188 0.96359375119209301 307.60095214843756 8.2849998474121112 -0.97625884413719166 -0.58068084716796864 1013.7500000000001 1023.7500000000001 2.1350001096725468 2.1000000238418584 9.6500000953674334 6.3150000572204599 1025.7500000000002 0.95878320932388317 342.05439758300787 8.7500000000000018 0.80657038092613231 -0.88697704672813404 9.0500001907348651 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 4 5 -2 7 -1 9 14 12 16 -10 17 15 -9 -12 -14 24 20 21 22 -20 -24 25 26 27 29 -22 -8 right_child=2 -3 -4 -5 -6 -7 18 8 10 -11 11 -13 13 -15 -16 -17 -18 -19 19 -21 28 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=8.386446909940874e-05 0.00061673514064257927 -0.00159373577778493 6.0870345036582435e-06 0.0038277932630383853 -0.0050647364270000579 0.021360145610263941 -0.00021698600299470251 0.035285279762588051 0.0038797231374576714 -0.012450041912238752 5.6266663839528174e-05 -0.0040873244286352096 0.063556731007993222 0.00035982181961636173 -0.0053196149793038284 0.0025109395268373192 0.0046294605113773278 0.021002965002183127 0.0019072440278250725 -0.0024553563722594556 0.00066618285132037203 0.0032366839830681895 0.017671188690915839 0.05305327131779345 0.0011496074604867592 -0.011731205900573652 0.0016885236843777599 0.00080385758210360387 -0.0032838676216945099 -0.0012316770705516848 leaf_weight=79961 35177 19013 975958 6135 1078 76 84920 57 4290 475 3428 1516 20 233 434 180 3208 264 104 14128 4915 1595 56 61 16816 264 7840 21653 3119 43292 leaf_count=79961 35177 19013 975958 6135 1078 76 84920 57 4290 475 3428 1516 20 233 434 180 3208 264 104 14128 4915 1595 56 61 16816 264 7840 21653 3119 43292 internal_value=-4.97718e-06 -0.000172856 4.64273e-05 0.000973532 0.000491549 0.000661455 -8.05998e-05 0.000354375 0.00188815 -0.00502553 0.00249954 0.00108535 0.00489781 0.0133458 0.000230279 0.0103934 0.00226706 0.0239997 -0.000286458 -0.0013375 0.000265848 0.00527902 0.020019 0.0361183 -0.000142286 -0.00027981 -0.00026064 -0.000362608 -0.000867326 -0.000559606 internal_weight=1.33027e+06 311842 1.01842e+06 42466 36331 35253 292829 94066 14105 1146 12959 8152 4807 517 671 237 6636 284 198763 23978 9850 1816 221 117 174785 157969 157705 149865 8034 128212 internal_count=1330266 311842 1018424 42466 36331 35253 292829 94066 14105 1146 12959 8152 4807 517 671 237 6636 284 198763 23978 9850 1816 221 117 174785 157969 157705 149865 8034 128212 cat_boundaries=0 1 cat_threshold=82 is_linear=0 shrinkage=0.05 Tree=645 num_leaves=31 num_cat=1 split_feature=52 60 63 54 104 94 136 16 18 24 54 64 67 33 34 63 6 80 0 66 127 125 126 37 13 18 14 6 17 67 split_gain=5.21924 11.9388 12.8351 11.6863 11.2806 12.7572 15.6428 11.3599 16.7603 13.2283 11.0508 12.2841 14.0523 10.8469 10.7293 13.8271 10.3682 15.0991 15.8769 14.2741 15.0176 10.1588 10.443 10.2983 10.0434 9.98758 19.4705 9.84345 9.79311 9.67144 threshold=15.125000000000002 0.80507424473762523 0.804622381925583 18.785000801086429 -0.97497031092643727 0.51519978046417247 0 18.219999313354496 18.219999313354496 320.50000000000006 12.025000095367433 22.445000648498539 25.695000648498539 10.949999809265138 12.150000095367433 0.83845338225364696 13.150000095367433 238.16359710693362 164.50000000000003 25.505000114440922 -0.8338540494441985 -0.91702514886856068 -0.67556449770927418 10.949999809265138 3.6450001001358037 18.219999313354496 1.7649999856948855 9.9499998092651385 8.7100000381469744 22.125000000000004 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 4 24 5 6 -2 8 -6 25 -1 12 -12 14 21 -16 17 18 28 20 -18 -5 23 -23 29 26 -9 -27 -13 -4 right_child=1 -3 3 13 7 -7 -8 9 -10 -11 11 16 -14 -15 15 -17 19 -19 -20 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-1.2210106178314019e-06 -0.00078749734028512393 -0.00028903069929505889 0.0029938692809833582 -0.0027691048311029118 0.00015524448941831468 -0.0028276001439931646 0.0036225910046964295 0.0093670522087483596 0.0044321534956412306 0.0071475527726929389 -0.00073193471974981189 0.026807253340114679 0.0020540240325885649 0.00056366072491637303 0.058863350693136453 0.001420730928128416 0.044297201415667169 -0.0018383512308138103 -0.013107681532164862 -4.1289183791075679e-05 0.0082710609800415117 0.0033975443218845283 0.0032868164840249036 0.018188995221379425 -0.0098230589430478195 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16313 93074 11437 10130 81637 77197 4440 1159050 46229 33068 14504 3939 42 13161 12528 1178 633 151 3897 3322 473 1809 4099 1701 2398 538 1710 cat_boundaries=0 1 cat_threshold=2208 is_linear=0 shrinkage=0.05 Tree=646 num_leaves=31 num_cat=1 split_feature=52 17 87 54 99 28 23 27 110 52 136 5 23 135 35 64 65 104 65 28 33 4 23 111 77 29 69 72 10 34 split_gain=5.0985 21.0908 15.7771 12.4169 14.1187 14.9674 37.8667 15.103 11.1605 17.1424 13.9264 13.502 12.9953 11.8843 11.7024 14.0495 11.1577 11.057 11.0418 17.5549 23.0337 18.5712 20.3316 16.5202 21.4929 13.0024 11.9634 10.9746 10.4383 12.0288 threshold=3.4850000143051152 11.775000095367433 0.86618646979331981 4.3150000572204599 -0.81524932384490956 1025.850036621094 7.9649999141693124 291.50000000000006 0.41829799115657812 9.8850002288818377 0 14.949999809265138 7.9449999332427987 1023.1499938964845 10.750000000000002 4.5450000762939462 6.9949998855590829 -0.78299009799957264 7.1050000190734872 1019.3500061035157 9.6500000953674334 9.0500001907348651 5.9449999332427987 -0.77562236785888661 9.9650001525878924 1031.549987792969 271.13369750976568 0.52924481034278881 11.84999990463257 16.550000190734867 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 3 17 4 5 -2 -7 -8 9 16 11 -11 -12 -14 -10 -16 -5 -3 -1 20 23 25 26 24 -20 27 -23 -21 -18 -30 right_child=1 2 -4 8 -6 6 7 -9 14 10 12 -13 13 -15 15 -17 28 -19 19 21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-6.4764580213064453e-06 0.0020617224774602374 0.00031589252581582281 -0.00094599495181754115 0.0010797092394176787 0.00027325667068943545 0.0052143154907701699 0.067619223686817442 0.015562872647900473 -0.00078876077557756919 -0.000680866609817872 0.0038337931722759663 -0.013306130868118458 -0.00029561466346119297 0.022118637446934979 -0.0010248339044922575 0.0013761471284073649 -0.0016016234435558962 -0.00042281733553971778 0.061518612771254526 0.0011905332839994079 -0.00050360224120471063 -0.027784352190792561 -0.00097182223461412002 0.0025124902767432425 0.010992891231228808 0.027052650731315631 0.0096382081004103629 -0.0035512903091006066 -0.0065271502501223089 0.032509407643228773 leaf_weight=843743 22252 153469 45637 3505 15580 317 38 22 10336 4594 4839 222 4115 60 7042 45207 12545 75614 23 1368 60416 22 2215 3883 248 36 730 11296 1485 20 leaf_count=843743 22252 153469 45637 3505 15580 317 38 22 10336 4594 4839 222 4115 60 7042 45207 12545 75614 23 1368 60416 22 2215 3883 248 36 730 11296 1485 20 internal_value=5.16518e-06 0.000152637 -9.70573e-05 0.000671601 0.00143159 0.0022291 0.0121084 0.0485319 0.000362583 -0.000406885 0.000909655 -0.00126023 0.00206808 2.65063e-05 0.000748454 0.00105255 -0.00144407 7.20647e-05 -5.9778e-05 -0.000620278 -0.000255978 -0.00212171 0.00143986 0.00334549 0.0152811 -0.00295377 0.0085434 -0.00303907 -0.00207367 -0.00600839 internal_weight=1.33088e+06 406899 274720 132179 38209 22629 377 60 93970 31385 13830 4816 9014 4175 62585 52249 17555 229083 923980 80237 64570 15667 2967 4154 271 12700 752 12664 14050 1505 internal_count=1330879 406899 274720 132179 38209 22629 377 60 93970 31385 13830 4816 9014 4175 62585 52249 17555 229083 923980 80237 64570 15667 2967 4154 271 12700 752 12664 14050 1505 cat_boundaries=0 1 cat_threshold=2162 is_linear=0 shrinkage=0.05 Tree=647 num_leaves=31 num_cat=1 split_feature=52 14 16 65 19 108 58 19 12 30 17 12 36 55 32 136 7 93 29 122 67 9 37 7 21 15 97 79 92 78 split_gain=4.70362 11.4802 11.2817 16.3338 12.7768 12.2681 24.6191 14.2796 15.3534 15.4606 15.0255 14.9115 17.475 20.6827 18.6378 14.267 14.5803 17.4051 13.3672 14.7853 26.8784 13.3484 15.1892 12.9898 22.9372 12.3818 11.6821 10.9363 10.8305 10.5856 threshold=16.384999275207523 1.7050000429153445 12.699999809265138 43.135000228881843 11.775000095367433 0.21709325164556506 301.96543884277349 13.344999790191652 3.6750000715255742 1023.8500061035157 14.550000190734865 2.6350001096725468 14.34999990463257 68.095001220703139 11.750000000000002 0 9.3499999046325701 0.022019077092409137 1004.7500000000001 -0.59480014443397511 61.284999847412116 15.150000095367433 13.34999990463257 11.050000190734865 8.3150000572204608 4.4849998950958261 -0.9985971450805663 12.805000305175783 0.10418289154767992 6.5350000858306894 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 -4 6 7 10 9 15 11 -6 21 14 -14 25 -17 -18 19 20 -10 28 -23 -21 -25 -9 -26 -16 -13 -11 right_child=1 2 4 -5 5 -7 -8 8 18 29 -12 12 13 -15 27 16 17 -19 -20 23 -22 22 -24 24 26 -27 -28 -29 -30 -31 leaf_value=-3.0121309118143665e-05 0.0018020081246101966 0.00188727729119905 -0.0013999584246380083 -0.00039553454629086423 0.0010290223570050298 -0.00027336396350336882 -0.0036839999754180158 0.002747164196902041 0.034860611540589774 0.011639166070592295 -0.00010537789158273606 0.0088123669755589239 0.060008471143933442 -0.0083354419404225531 0.023050705634561769 -0.00060018339127013544 0.015396259673056932 0.001406435886855858 -0.0023732776101543888 -0.001658229764951274 -0.011251806953389731 0.012895160409127302 0.057983133668035626 -0.0066866362910895129 0.053882305874001418 0.018662355549633504 0.014924562246040139 0.0072955936499595371 0.0016835555188217954 0.0030256471876105129 leaf_weight=1168598 11196 19436 15957 13129 1676 67477 2726 5471 89 579 2266 807 26 82 264 9921 316 750 5649 1016 49 169 21 147 21 125 230 189 1568 929 leaf_count=1168598 11196 19436 15957 13129 1676 67477 2726 5471 89 579 2266 807 26 82 264 9921 316 750 5649 1016 49 169 21 147 21 125 230 189 1568 929 internal_value=4.90693e-06 0.000257148 0.000142668 0.000966932 -8.38104e-05 0.000120959 0.000879317 0.00126373 0.000708491 0.00148571 0.00325059 0.00483422 0.00687437 0.014868 0.0188402 0.00104493 -3.1258e-06 0.00555351 -0.00124412 0.00286581 0.0184874 0.00512605 0.0178786 0.00134122 0.0089981 0.00309713 0.018184 0.0164774 0.00410585 0.00633283 internal_weight=1.33088e+06 162281 151085 32565 118520 102563 35086 32360 25292 18091 7068 4802 3126 561 479 16583 10987 1066 7201 1552 138 2565 190 1414 398 5596 251 453 2375 1508 internal_count=1330879 162281 151085 32565 118520 102563 35086 32360 25292 18091 7068 4802 3126 561 479 16583 10987 1066 7201 1552 138 2565 190 1414 398 5596 251 453 2375 1508 cat_boundaries=0 1 cat_threshold=4418 is_linear=0 shrinkage=0.05 Tree=648 num_leaves=31 num_cat=4 split_feature=12 15 23 136 98 32 14 12 136 112 18 16 13 136 14 8 0 28 15 36 76 43 124 18 12 15 15 23 136 109 split_gain=4.51804 7.41979 5.30207 5.1687 7.34763 4.46652 4.29313 18.9032 22.9088 20.0112 15.4335 20.9904 15.3542 13.2178 22.0749 20.1524 18.954 14.7183 13.4717 18.0009 16.5258 13.5801 13.2495 12.9117 12.6282 56.7673 42.4292 22.7407 18.5358 24.1294 threshold=0.66500002145767223 0.76499998569488536 10.664999961853029 0 -0.79733175039291371 10.34999990463257 1.7749999761581423 1.7250000238418581 1 -0.63605400919914235 17.029999732971195 17.029999732971195 2.8750000000000004 2 0.6850000023841859 11.150000095367433 274.50000000000006 1023.0499877929689 1.1950000524520876 10.650000095367433 7.7149999141693124 10.34999990463257 -0.52247866988182057 8.0099999904632586 1.1250000000000002 1.1050000190734866 1.4450000524520876 7.6050000190734872 3 -0.073688980191946016 decision_type=2 2 2 1 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 2 -1 -3 5 -5 7 13 -9 10 11 12 -10 15 -15 17 22 18 19 -2 -21 23 -17 -20 26 -26 -16 -28 29 -29 right_child=6 3 -4 4 -6 -7 -8 8 9 -11 -12 -13 -14 14 24 16 -18 -19 21 20 -22 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=-0.0011280912335582432 0.034863686450832598 0.00048031115126940301 0.024628591937944297 0.036595218434281977 0.001813664079463706 0.012111892499628345 -7.1620731153703535e-05 -0.001615189472032512 0.0016865233083262568 -0.00051230043102494711 -0.0016272305857058704 0.0075774081677026511 -0.01958313409019919 0.0053852880718662337 -0.0010382153179660362 0.0080683418889429242 0.0056806844061204325 -0.0018270455363961734 0.0018592103096103556 7.8515213090767704e-05 -0.0029488243479041543 0.0015246855073187617 -0.0013905291906578209 -0.00011397892451042993 0.0023721179709764641 -0.00030064133048299572 0.0021465891431736838 0.056889668348329994 0.0062287693492438087 0.016046693535255535 leaf_weight=20454 37 6112 20 23 256 98 660611 8345 47818 14092 3446 1541 85 1756 78927 439 3307 8560 10262 144628 4653 35697 2363 43157 21970 207483 3831 44 661 203 leaf_count=20454 37 6112 20 23 256 98 660611 8345 47818 14092 3446 1541 85 1756 78927 439 3307 8560 10262 144628 4653 35697 2363 43157 21970 207483 3831 44 661 203 internal_value=4.66158e-06 -0.000635982 -0.00110293 0.000837328 0.00644174 0.0167657 1.79091e-05 0.000109847 0.000854099 0.0011618 0.00160807 0.00183356 0.00164878 1.11425e-05 -0.000205108 0.000280168 0.00311707 0.000210013 0.000283145 -7.20225e-06 -1.58452e-05 0.000769636 9.14281e-05 0.000265078 -0.000236466 -4.47261e-05 -0.000762311 0.00383282 0.0109473 0.0224149 internal_weight=1.33088e+06 26963 20474 6489 377 121 1.30392e+06 643305 75327 66982 52890 49444 47903 567978 314875 253103 6109 246994 238434 149318 149281 89116 2802 53419 313119 229453 83666 4739 908 247 internal_count=1330879 26963 20474 6489 377 121 1303916 643305 75327 66982 52890 49444 47903 567978 314875 253103 6109 246994 238434 149318 149281 89116 2802 53419 313119 229453 83666 4739 908 247 cat_boundaries=0 1 2 3 4 cat_threshold=2225 2080 2338 144 is_linear=0 shrinkage=0.05 Tree=649 num_leaves=31 num_cat=2 split_feature=12 15 136 34 1 31 71 136 108 15 38 16 124 15 13 12 29 127 32 1 28 77 28 125 13 35 43 40 11 31 split_gain=4.13868 10.5623 10.9403 11.1829 10.6017 8.50623 8.19161 7.98627 17.7071 7.056 27.1127 22.0245 8.71766 8.53943 8.3554 7.97407 8.79411 9.79134 12.2587 11.2718 9.24796 8.65028 8.73403 7.38711 6.93915 7.59961 6.75943 16.8945 24.0205 14.0068 threshold=0.82499998807907116 1.1050000190734866 0 10.34999990463257 1.0000000180025095e-35 1026.1499633789065 279.00473022460943 1 1.0000000180025095e-35 0.83499997854232799 13.34999990463257 6.4600000381469735 -0.93038213253021229 0.63499999046325695 1.2549999952316286 0.92500001192092907 1019.3500061035157 -0.44618082046508784 6.0499999523162851 279.50000000000006 1021.3500061035157 7.8949999809265146 1022.4500122070314 -1.0000000180025095e-35 0.76499998569488536 12.84999990463257 13.449999809265138 13.150000095367433 9.6500000953674334 997.35000610351574 decision_type=2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -5 -4 -8 24 10 12 14 -2 -13 -12 -14 -17 18 -18 20 -20 22 -21 -16 25 -9 -11 28 -28 -30 right_child=9 -3 6 5 -6 -7 7 8 -10 26 11 13 15 -15 23 16 17 -19 19 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.033382706845609039 -0.0015491022252119211 0.0021641252583085762 -0.00041949064220534322 -0.0038025243907263057 0.0010943517743522916 0.028091972507536412 0.00034105477703366477 0.01150439806515351 0.0027868592555565326 -2.8749544525223518e-05 -0.0013336426273341743 0.0046609864376791817 0.0014345312711845516 0.00072352436177233932 -0.0091739824310841222 0.0041076710915314667 0.04712934825088709 0.0067743023881901929 0.019717275960462851 0.024398353845184753 -0.0044978875979090251 0.00072120658799328585 0.062702114405957132 -0.0017975720133307591 0.006582673205500187 0.037335155352151823 0.0010164740413606316 0.00014815854263153109 -0.03012198745631255 0.0067634792310676791 leaf_weight=26 667 4026 70509 4610 1145 21 2573 48 1081 1108742 7323 1490 1490 18158 701 2530 31 890 69 46 92 22 22 658 66 70 10770 90427 26 2550 leaf_count=26 667 4026 70509 4610 1145 21 2573 48 1081 1108742 7323 1490 1490 18158 701 2530 31 890 69 46 92 22 22 658 66 70 10770 90427 26 2550 internal_value=4.43041e-06 -0.000334899 -0.000460429 -0.00254968 0.00181126 -0.00365789 -0.000297002 0.00195249 0.00518645 2.73413e-05 0.000735724 9.5397e-05 0.00383189 0.00102212 -0.00200185 0.00452317 0.00576631 0.00934681 0.0174657 0.0138021 0.00588004 0.0279737 0.0367907 -0.00560248 0.0195659 0.0268277 7.36719e-06 0.000393249 0.00205388 0.00639119 internal_weight=1.33088e+06 84175 80149 5802 1171 4631 74347 3838 1265 1.2467e+06 34189 28330 5859 19648 8682 5192 3702 1172 282 251 161 90 68 1359 184 118 1.21252e+06 103773 13346 2576 internal_count=1330879 84175 80149 5802 1171 4631 74347 3838 1265 1246704 34189 28330 5859 19648 8682 5192 3702 1172 282 251 161 90 68 1359 184 118 1212515 103773 13346 2576 cat_boundaries=0 1 2 cat_threshold=144 2084 is_linear=0 shrinkage=0.05 Tree=650 num_leaves=31 num_cat=2 split_feature=3 66 38 30 15 13 29 35 55 20 21 23 32 31 136 119 55 20 32 29 116 15 13 35 38 35 13 28 136 7 split_gain=5.10235 8.4762 8.87346 14.3757 18.025 16.5603 12.625 14.7551 13.9742 12.1777 11.1557 10.9539 18.6142 10.6683 13.019 16.7306 14.1245 13.7093 25.703 17.2785 12.4979 10.6529 9.87518 9.69409 17.3487 12.1535 10.4475 10.8268 10.19 10.0831 threshold=324.50000000000006 58.539999008178718 10.650000095367433 1023.6499938964845 4.555000066757203 2.0849999189376835 1011.5499877929689 11.650000095367433 24.755000114440922 7.8150000572204599 7.4349999427795419 8.4449996948242205 7.9500000476837167 1021.1499938964845 0 0.8140845298767091 8.4650001525878924 5.9749999046325692 12.050000190734865 1015.0499877929689 0.62249094247818004 0.70499998331069957 3.6750000715255742 13.34999990463257 13.650000095367433 12.34999990463257 5.2950000762939462 1014.9500122070314 1 9.4499998092651385 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=-1 2 3 4 6 -5 8 -8 -2 -7 22 12 -12 14 15 -4 17 18 -16 21 -19 -20 -6 24 25 26 27 -15 29 -25 right_child=1 -3 13 5 10 9 7 -9 -10 -11 11 -13 -14 23 16 -17 -18 20 19 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=3.7479901699234415e-05 -0.0025166320522093952 0.0017737731133793202 -0.00030270233338171922 0.0014220321345862321 0.014272023773648675 -0.0059348710021247999 0.00064394775669288822 0.0040935679370126023 0.02020097322141131 -8.0615314976800989e-05 0.064126441359519962 0.0059534775446864622 0.017236856562827807 0.032843323774635794 -0.0043133330316830224 0.002575451907272134 -0.0025988028746255559 -0.0010153829090154844 0.033902135649696137 0.00071836611428860203 0.00060703912205150982 -0.0026408254472175857 -0.026501603156441091 0.0024483508848643551 -0.0030351346419652246 0.0024282279691449698 -0.01925067277494031 -7.5997187721336696e-05 2.4438610003269863e-05 0.0091688367028496566 leaf_weight=1044853 3573 5333 103562 2477 27 2458 28310 3481 69 1391 25 158 138 25 6781 5308 11768 24863 20 9607 22714 7056 33 4317 4285 5783 71 27113 4503 641 leaf_count=1044853 3573 5333 103562 2477 27 2458 28310 3481 69 1391 25 158 138 25 6781 5308 11768 24863 20 9607 22714 7056 33 4317 4285 5783 71 27113 4503 641 internal_value=-1.37331e-05 -0.000200903 -0.000238439 0.000430409 0.000818537 -0.00176694 0.000702221 0.00102167 -0.00208623 -0.00381919 0.0116359 0.0153349 0.0244285 -0.000356657 -0.000521814 -0.000162362 -0.000994251 -0.000728596 -0.00171765 -0.000662607 -0.000240813 -0.00253754 -0.00815347 0.000320675 -4.20993e-05 0.000346636 -9.57855e-05 -4.56713e-05 0.00175003 0.00331054 internal_weight=1.33074e+06 285890 280557 42140 35814 6326 35433 31791 3642 3849 381 321 163 238417 191679 108870 82809 71041 23464 16683 47577 7076 60 46738 37277 32992 27209 27138 9461 4958 internal_count=1330743 285890 280557 42140 35814 6326 35433 31791 3642 3849 381 321 163 238417 191679 108870 82809 71041 23464 16683 47577 7076 60 46738 37277 32992 27209 27138 9461 4958 cat_boundaries=0 1 2 cat_threshold=7841 4929 is_linear=0 shrinkage=0.05 Tree=651 num_leaves=31 num_cat=5 split_feature=15 19 12 11 133 136 76 69 64 34 12 20 109 28 19 136 14 31 63 126 136 28 32 42 7 84 116 80 136 136 split_gain=5.05565 17.9978 17.5475 15.6011 14.9931 14.9133 14.273 18.8071 21.1955 14.9481 14.0835 28.1869 29.8179 26.311 24.4896 19.673 18.7965 17.205 18.7596 17.1789 16.8256 15.6655 20.4358 13.6247 15.0647 13.5423 13.4082 13.2832 13.0193 12.9385 threshold=2.0249999761581425 7.4149999618530282 1.2250000238418581 11.84999990463257 1016.2500000000001 0 25.355000495910648 285.51049804687506 3.9150000810623173 13.34999990463257 1.6950000524520876 5.8350000381469735 -1.0000000180025095e-35 1028.549987792969 13.344999790191652 1 1.4550000429153445 1018.1499938964845 0.53461554646492015 0.11319890245795251 2 1022.7500000000001 13.34999990463257 6.5499999523162851 5.0499999523162851 0.75696098804473888 -0.18222858756780622 297.11868286132818 3 4 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 1 1 left_child=3 4 25 6 -2 -5 10 -8 -9 28 29 20 13 17 15 -14 -17 -13 -19 -20 21 -12 23 27 -25 -3 -18 -23 -10 -1 right_child=1 2 -4 5 -6 -7 7 8 9 -11 11 12 14 -15 -16 16 26 18 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00010440642535343298 0.00081575873591438952 0.016591250513084976 -0.00022520991275716638 0.0023419847160061568 0.0094410201900733421 9.1040202117386544e-05 -0.0048352570226832484 -0.0046474974271553358 0.0010144949961763061 -0.0024919049396550045 0.00036048150929988087 -0.0029425046390919658 -9.8743261859929004e-05 0.026305207234588179 9.7804031416697657e-06 0.0056740359620844711 -0.0015179985686561951 -0.0028748050270082461 0.0057491754444216614 -0.0025074610351577755 -0.0014507951150660601 -0.016116641073974529 0.041999588488187231 0.051258577599093837 0.010281786602931192 -0.00027081516019756066 0.0018245980726568599 0.0081225779685972829 0.0078334569167807424 -0.00038315441540909425 leaf_weight=373359 35927 275 482586 14428 511 15020 3466 1910 1793 1451 14639 8775 16027 85 41856 3062 3147 2137 2089 902 27143 88 45 29 99 210 64289 158 1150 214087 leaf_count=373359 35927 275 482586 14428 511 15020 3466 1910 1793 1451 14639 8775 16027 85 41856 3062 3147 2137 2089 902 27143 88 45 29 99 210 64289 158 1150 214087 internal_value=-1.30464e-05 -0.00013483 -0.000215657 6.49429e-05 0.000936718 0.00119471 2.23872e-05 -0.00187672 -0.000250084 0.0016614 4.64207e-05 0.000427413 0.000763821 -0.00142835 0.00100267 0.00148298 0.00184232 -0.0015979 0.000702972 0.00325921 -0.000707492 0.000632902 0.0101658 0.00633556 0.0195656 0.00929015 0.00166861 -0.000548362 0.00370912 -7.32835e-05 internal_weight=1.33074e+06 519509 483071 811234 36438 29448 781786 9770 6304 4394 772016 184570 142369 13988 128381 86525 70498 13903 5128 2991 42201 15058 419 374 128 485 67436 246 2943 587446 internal_count=1330743 519509 483071 811234 36438 29448 781786 9770 6304 4394 772016 184570 142369 13988 128381 86525 70498 13903 5128 2991 42201 15058 419 374 128 485 67436 246 2943 587446 cat_boundaries=0 1 2 3 4 5 cat_threshold=6354 7200 1810 2247 3878 is_linear=0 shrinkage=0.05 Tree=652 num_leaves=31 num_cat=1 split_feature=123 136 126 11 21 114 29 4 116 12 13 20 5 121 3 38 1 36 111 102 7 96 66 18 29 26 121 131 110 66 split_gain=4.64534 16.239 18.3533 27.4733 31.6726 15.2717 25.1591 14.3788 12.3983 15.4107 12.0746 11.4118 10.2287 10.8448 10.021 9.18416 16.8452 9.11299 9.07482 10.8501 10.9594 8.54087 9.13831 7.93884 12.7436 12.4252 15.201 12.9644 18.3885 12.2664 threshold=-0.76037701964378346 0 0.43049471080303198 5.8500001430511483 7.3350000381469735 -0.99353402853012074 1013.8500061035157 11.949999809265138 0.23343648016452792 2.8149999380111699 6.0750000476837167 5.5750000476837167 3.6499999761581425 -0.95878320932388295 271.50000000000006 12.949999809265138 315.50000000000006 12.250000000000002 0.21362074464559558 0.59602534770965587 3.7500000000000004 -0.96678361296653736 44.260000228881843 7.4149999618530282 1014.3500061035157 219.50000000000003 -0.80382624268531788 148.50000000000003 -0.76745969057083119 1.2250000238418581 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 11 5 6 14 -4 10 15 -6 -1 -7 -14 -5 16 -10 -15 -9 20 -20 22 -11 24 25 26 -2 -28 -29 -27 right_child=23 -3 7 4 8 12 -8 18 9 21 -12 -13 13 17 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 29 27 28 -30 -31 leaf_value=0.013330465055344062 0.011845863826147001 1.9818369518146136e-05 0.0001789771327375392 0.037478614332420487 0.0080055795712381389 0.0039729829381663561 -0.0046782779846001763 -0.0095756821873198665 0.012177309113632673 -0.003751670610490105 0.033871996406465772 0.0010466663318848214 0.030645215180446179 0.0011791248347985896 0.086931721623986963 0.003746116831409874 0.059356352101479264 0.017161773083982677 0.052688430178733106 0.0045108523492817772 0.014709876392249617 -0.002179890651930839 0.033282984750177193 -0.00011523594198130858 0.0008110040640498282 -0.0011752466949737337 0.00082062050114145948 0.0076909085266168957 0.054037973886499037 0.00066054939962077687 leaf_weight=193 363 290502 26690 21 462 230 22 70 191 31 50 9290 109 119 20 362 21 356 21 400 199 1241 36 891647 61545 27974 4945 121 26 13486 leaf_count=193 363 290502 26690 21 462 230 22 70 191 31 50 9290 109 119 20 362 21 356 21 400 199 1241 36 891647 61545 27974 4945 121 26 13486 internal_value=-1.23905e-05 0.000150082 0.00109269 0.00265959 0.00661084 0.0147398 0.0384566 0.000363209 0.00363294 0.00175616 0.0105316 0.00129667 0.0129042 0.0164216 0.0616021 0.00858614 0.0168507 0.0131577 0.00748952 0.00941623 0.0183351 -0.0012411 0.0161475 -6.6104e-05 0.000337808 -0.00028295 0.00196033 0.00125561 0.0158883 -0.000578104 internal_weight=1.33074e+06 330636 40134 12754 3271 877 63 27380 2394 1882 512 9483 814 584 41 574 212 475 690 620 220 1308 67 1.00011e+06 108460 46915 5455 5092 147 41460 internal_count=1330743 330636 40134 12754 3271 877 63 27380 2394 1882 512 9483 814 584 41 574 212 475 690 620 220 1308 67 1000107 108460 46915 5455 5092 147 41460 cat_boundaries=0 1 cat_threshold=265 is_linear=0 shrinkage=0.05 Tree=653 num_leaves=31 num_cat=2 split_feature=15 19 13 15 133 25 136 80 16 19 23 123 126 0 27 37 111 35 39 39 36 104 113 106 32 84 12 80 136 1 split_gain=4.51981 15.9853 16.0086 15.4645 13.55 12.8478 23.5354 15.7711 14.415 13.1594 20.0306 26.5983 12.9426 11.6401 13.9291 11.7876 21.5121 13.0272 12.4338 13.2802 14.9819 15.3058 14.487 16.6569 16.2784 13.7694 13.1578 22.5301 13.6801 12.0564 threshold=2.0249999761581425 7.4149999618530282 1.5850000381469729 2.3149999380111699 1016.2500000000001 278.50000000000006 0 276.56648254394537 10.405000209808351 13.344999790191652 7.8250000476837167 0.89490029215812694 0.41467745602130895 317.50000000000006 212.50000000000003 9.6500000953674334 -0.70369523763656605 8.6500000953674334 14.550000190734865 12.550000190734865 11.449999809265138 -0.59825739264488209 -0.026175950653851029 0.06964407861232759 11.750000000000002 0.75983786582946788 2.4750000238418584 259.56388854980474 1 130.50000000000003 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=-1 4 3 -3 -2 6 7 8 9 13 11 -11 -8 15 -15 16 17 -4 19 20 21 -17 24 -24 25 -23 -21 28 -28 -30 right_child=1 2 5 -5 -6 -7 12 -9 -10 10 -12 -13 -14 14 -16 18 -18 -19 -20 26 -22 22 23 -25 -26 -27 27 -29 29 -31 leaf_value=6.1969579770756891e-05 0.00076795038127356696 0.0011308140695969963 0.043588813919235359 0.0075470380374104227 0.0089676184323998279 -0.00035442100955493882 -5.7087944567550929e-05 -0.00088252908570029273 0.0019922827172603949 0.0065305177791120071 -0.0059608144463581475 0.043184772901729035 -0.0022166740251589661 -0.02397961116984557 -0.0042218434123043628 -0.0075322967359712379 -0.015695293430338202 0.0014410753919086843 -0.0093265502660656932 -0.0010376330133725529 -0.0035375636936805679 0.0063054253624186471 -0.016459524216540896 0.020169901466952304 0.016157633672301386 -0.0051862824929314634 -0.0057257138422420742 0.046892870015775162 -0.0028517055014522074 0.012656909961887924 leaf_weight=811234 35927 5141 22 1149 511 394809 24529 8643 30383 748 313 53 9674 106 563 339 305 110 333 662 2384 966 152 39 297 357 180 36 157 621 leaf_count=811234 35927 5141 22 1149 511 394809 24529 8643 30383 748 313 53 9674 106 563 339 305 110 333 662 2384 966 152 39 297 357 180 36 157 621 internal_value=-1.1771e-05 -0.00012692 -0.000203094 0.00230287 0.000882941 -0.000236154 0.000333467 0.00105024 0.00147746 -0.000311619 0.00476471 0.00895583 -0.000667712 -0.00105287 -0.00735237 -0.000447361 -0.00839724 0.0084657 8.52307e-05 0.000591551 -0.000808087 0.00221846 0.0040437 -0.00898022 0.00557923 0.00320449 0.00442365 0.00806085 0.00660161 0.00940637 internal_weight=1.33074e+06 519509 483071 6290 36438 476781 81972 47769 39126 8743 1114 801 34203 7629 669 6960 437 132 6523 6190 4534 2150 1811 191 1620 1323 1656 994 958 778 internal_count=1330743 519509 483071 6290 36438 476781 81972 47769 39126 8743 1114 801 34203 7629 669 6960 437 132 6523 6190 4534 2150 1811 191 1620 1323 1656 994 958 778 cat_boundaries=0 1 2 cat_threshold=4549 128 is_linear=0 shrinkage=0.05 Tree=654 num_leaves=31 num_cat=2 split_feature=93 13 82 31 136 116 84 136 31 27 121 16 96 4 55 31 16 20 34 36 78 73 10 40 83 123 120 76 11 31 split_gain=4.49577 9.4538 10.3814 8.99992 8.54941 8.40431 8.07589 7.66373 18.7549 15.8618 14.6719 12.7098 11.6777 7.8413 8.15475 7.64486 6.71065 6.41813 6.35386 7.9893 6.38617 6.34193 6.18524 6.28449 5.95763 5.90767 5.82595 16.7167 10.275 18.1665 threshold=-0.82974782586097706 2.1049998998641972 287.84295654296881 1018.6499938964845 0 -0.30069434642791742 0.83540353178977977 1 1007.6499938964845 191.50000000000003 -0.78257837891578663 8.0099999904632586 -0.96860426664352406 12.449999809265138 1.7549999952316286 1009.2500000000001 18.219999313354496 6.6749999523162851 12.750000000000002 12.34999990463257 18.064999580383304 0.76063004136085521 6.6499998569488534 12.449999809265138 301.71614074707037 0.19936034083366397 -0.86159634590148915 26.064999580383304 7.9500000476837167 1018.5499877929689 decision_type=2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 7 -1 -5 21 10 9 -9 12 -11 -3 -12 -15 -16 -4 22 -10 20 -20 -6 -8 24 -24 -13 27 28 -2 -30 right_child=26 2 16 5 6 -7 17 8 18 11 13 25 -14 14 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00021358189928032351 0.00013884765081303025 0.035642906319763926 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-0.0141507 -0.000643338 -0.00354472 0.000366614 0.0160392 -0.00606252 0.00944177 0.0144172 -0.00763858 0.000748001 -0.00468501 -0.000918786 5.13817e-05 -0.00352014 0.001591 0.0171476 -0.00124173 0.00051072 -0.000365018 -0.000426692 0.00150637 2.00089e-05 0.000268402 0.000326837 0.00103136 internal_weight=1.33074e+06 137473 16294 2164 121179 223 48568 1941 769 153 1172 131 81 1091 222 168 14130 22470 616 306 65 26098 17345 9324 9303 104 1.19327e+06 197075 193952 40852 internal_count=1330743 137473 16294 2164 121179 223 48568 1941 769 153 1172 131 81 1091 222 168 14130 22470 616 306 65 26098 17345 9324 9303 104 1193270 197075 193952 40852 cat_boundaries=0 1 2 cat_threshold=1826 838 is_linear=0 shrinkage=0.05 Tree=655 num_leaves=31 num_cat=1 split_feature=135 21 32 34 134 36 76 82 31 12 29 136 120 10 80 28 124 67 31 34 29 76 7 40 20 110 76 32 15 28 split_gain=5.83931 11.7744 10.5754 8.10365 6.77933 5.98778 7.56516 5.76225 5.5112 13.3644 17.6327 13.4555 14.2824 29.0332 12.7668 13.3931 16.1339 25.8501 16.0395 16.55 14.7074 13.9955 14.3487 13.7536 13.0161 12.7473 16.0077 15.3624 14.0541 13.2485 threshold=1027.6499633789065 8.3550000190734881 10.34999990463257 9.0500001907348651 1027.049987792969 12.449999809265138 11.775000095367433 278.30375671386724 1020.0499877929689 5.305000066757203 1016.5499877929689 0 -0.86159634590148915 7.3500001430511483 332.34812927246099 1023.3500061035157 0.30069434642791754 64.43500137329103 1024.049987792969 11.550000190734865 1022.0499877929689 11.525000095367433 8.4499998092651385 14.449999809265138 12.555000305175783 0.62485572695732128 10.775000095367433 7.2500000000000009 4.055000066757203 1016.5499877929689 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 -2 8 -4 7 -7 -1 11 -11 12 13 -10 15 16 17 18 25 20 21 22 -20 -18 -25 26 -13 28 -27 -29 right_child=1 2 5 -5 -6 6 -8 -9 9 10 -12 14 -14 -15 -16 -17 23 -19 19 -21 -22 -23 -24 24 -26 27 -28 29 -30 -31 leaf_value=-4.4520957375801832e-05 -0.019655187866267035 0.038867510751717627 -0.0068517222492532302 0.0028169958141045347 -0.0077350205415613014 0.031726775435694993 -0.013227988362667108 0.0092391754973620652 0.0016305556293327043 -0.050238100981170486 -0.0048808816857585056 0.0025980888803008952 0.00061322415788111334 0.012683800981385763 -0.00384908247778333 -0.00057676005393972405 -0.00022305587910062858 0.014570593170569161 0.01632091435439997 0.001074620054292522 0.0046972241262052614 -0.003045761415713959 0.053351550263219652 0.0044696926727725555 0.037329807168533728 0.0038918111719402448 -0.0018564561648986644 0.0073265189933100902 -0.016500369945524968 -0.0007387017377380688 leaf_weight=1079250 51 36 44 188 283 52 21 63 3135 22 823 12309 78789 733 2150 58792 63931 355 398 1841 1066 89 28 1081 31 2931 2412 523 87 19273 leaf_count=1079250 51 36 44 188 283 52 21 63 3135 22 823 12309 78789 733 2150 58792 63931 355 398 1841 1066 89 28 1081 31 2931 2412 523 87 19273 internal_value=4.83336e-06 0.00566815 0.0141288 -0.00197832 2.89639e-06 0.00918109 0.0143682 0.0194075 4.54282e-06 0.000215676 -0.00606178 0.000236898 0.000758759 0.00372519 -2.09837e-05 2.88519e-05 0.000363628 0.00113635 0.00101991 0.00429693 0.00804917 0.0149874 0.0187549 -0.000127165 0.00538576 0.000721147 0.00186822 -1.90174e-05 0.00330396 -0.000525623 internal_weight=1.33079e+06 455 216 239 1.33033e+06 180 136 115 1.33005e+06 250799 845 249954 82657 3868 167297 165147 106355 41312 40957 3422 1581 515 426 65043 1112 37535 14721 22814 3018 19796 internal_count=1330787 455 216 239 1330332 180 136 115 1330049 250799 845 249954 82657 3868 167297 165147 106355 41312 40957 3422 1581 515 426 65043 1112 37535 14721 22814 3018 19796 cat_boundaries=0 1 cat_threshold=533 is_linear=0 shrinkage=0.05 Tree=656 num_leaves=31 num_cat=1 split_feature=135 38 32 33 36 134 9 133 15 23 31 16 12 18 3 79 37 116 18 26 15 60 12 29 28 124 136 120 15 64 split_gain=5.26998 11.2051 11.3095 8.15193 7.64134 6.11835 5.89717 6.41116 5.76954 8.54181 5.02785 14.2036 24.6595 18.6372 18.0605 16.1333 16.762 15.8566 14.1616 12.8967 14.7175 12.2205 12.1349 20.8225 12.419 15.9355 14.9779 22.495 16.9654 18.2217 threshold=1027.6499633789065 11.449999809265138 10.449999809265138 13.150000095367433 10.750000000000002 1027.049987792969 4.4500000476837167 1027.7500000000002 3.0249999761581425 8.6750001907348651 1020.4500122070314 18.219999313354496 4.2349998950958261 18.219999313354496 236.50000000000003 10.72499990463257 14.050000190734865 0.74892720580101024 16.335000038146976 292.50000000000006 1.3149999976158144 0.90423935651779186 4.9549999237060556 1017.2500000000001 1018.3500061035157 0.90255093574523937 0 -0.77159520983695973 1.825000047683716 22.445000648498539 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=5 4 -3 8 -2 10 7 -5 9 -4 11 13 15 21 -14 18 -17 -18 19 20 -13 -1 24 -24 25 26 27 28 -12 -30 right_child=1 2 3 6 -6 -7 -8 -9 -10 -11 22 12 14 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-2.1290915955943065e-05 0.011450167223811151 0.041401263574759171 0.00061668233150461067 0.054572577551007279 -0.014684025837378878 -0.0073482695383249794 0.0084351943317860206 0.014537724270485343 -0.012206298204658267 0.028386014022140041 0.0033556227648868921 -0.0010697853093522018 0.0099356519732244977 0.0023827211887378231 -0.0051113752347101008 -0.0091243160516634222 -0.0023778396537489891 0.021482640290977781 -0.0029429008585384591 -0.0026538364323926249 0.0052602853429008717 -0.0019682068134772627 -0.04076919387903457 -0.0032883711667453207 0.000167026534143954 -0.0029509688537687896 0.0012243182662245713 0.0037484623024734605 0.030817608070737197 0.0026474063690675163 leaf_weight=1072528 40 27 120 20 93 283 47 20 52 36 174 1771 755 8024 271 1430 496 81 6828 2162 1907 8121 38 1491 213618 1445 5961 2659 210 79 leaf_count=1072528 40 27 120 20 93 283 47 20 52 36 174 1771 755 8024 271 1430 496 81 6828 2162 1907 8121 38 1491 213618 1445 5961 2659 210 79 internal_value=4.59169e-06 0.00538474 0.0104275 0.00759265 -0.00682412 2.75157e-06 0.0204444 0.0345552 0.00221717 0.00702499 4.31568e-06 -3.96295e-05 -0.00153276 -1.80954e-05 0.00596124 -0.0020567 -0.00622177 0.000971725 -0.00139682 0.000410818 0.00221228 -3.59218e-05 0.000219368 -0.00421988 0.00024965 0.00192611 0.002702 0.00550188 0.0156905 0.0231171 internal_weight=1.33079e+06 455 322 295 133 1.33033e+06 87 40 208 156 1.33005e+06 1.10437e+06 15701 1.08867e+06 1026 14675 2007 577 12668 5840 3678 1.08065e+06 225675 1529 224146 10528 9083 3122 463 289 internal_count=1330787 455 322 295 133 1330332 87 40 208 156 1330049 1104374 15701 1088673 1026 14675 2007 577 12668 5840 3678 1080649 225675 1529 224146 10528 9083 3122 463 289 cat_boundaries=0 1 cat_threshold=1801 is_linear=0 shrinkage=0.05 Tree=657 num_leaves=31 num_cat=2 split_feature=135 38 32 33 36 132 134 15 34 22 31 16 124 7 39 18 79 54 15 60 12 29 136 35 15 39 29 32 83 136 split_gain=4.75615 10.1779 8.50225 7.04982 6.7384 6.57642 5.52181 4.98111 7.09183 5.14165 4.53773 12.8188 23.2718 20.8439 18.9696 16.8201 15.5869 13.1923 16.1452 11.029 10.9518 18.7923 11.9677 11.8165 32.0058 16.5674 16.397 16.0041 15.5689 16.9951 threshold=1027.6499633789065 11.34999990463257 10.150000095367433 13.150000095367433 10.650000095367433 1027.1499633789065 1027.049987792969 3.0849999189376835 11.050000190734865 8.6050000190734881 1020.4500122070314 18.219999313354496 -0.58068084716796864 8.0500001907348651 13.650000095367433 18.219999313354496 12.074999809265138 9.0450000762939471 5.555000066757203 0.90423935651779186 4.9549999237060556 1017.2500000000001 0 4.8500001430511483 1.8049999475479128 13.34999990463257 1022.2500000000001 10.750000000000002 305.98255920410162 1 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 left_child=6 4 -3 7 -2 -5 10 8 9 -4 11 15 13 -13 16 19 -14 18 -15 -1 22 -22 23 24 -12 28 -27 -25 29 -26 right_child=1 2 3 5 -6 -7 -8 -9 -10 -11 20 12 14 17 -16 -17 -18 -19 -20 -21 21 -23 -24 27 25 26 -28 -29 -30 -31 leaf_value=-2.0226369696771229e-05 0.011287249837602889 0.03768460395932198 0.0073561064619570979 0.035032455786131324 -0.014692474753865517 0.0073162008682741047 -0.0069808560291094576 -0.010421481547792528 0.001117367601938664 0.043208746239542961 0.0090726803058125069 0.00046343929975559584 -0.0033665025428744376 0.02024470110840873 -0.00075359782066803445 0.0022635851369491914 -0.010306133165623071 0.00074004677960590648 -0.012300025771350363 -0.0018697964570036187 -0.038730734222151925 -0.0031239526629595351 -6.9420657254995257e-05 -0.0006736536299304178 0.0039823119893440603 -0.00096779607713148917 0.013251452197212311 0.00091204556743361268 0.011435293833467017 -0.0044540750044813251 leaf_weight=1072528 35 25 20 38 87 49 283 55 126 20 1527 2393 4313 335 7418 8024 996 203 43 8121 38 1491 131532 20951 825 367 453 66162 230 2099 leaf_count=1072528 35 25 20 38 87 49 283 55 126 20 1527 2393 4313 335 7418 8024 996 203 43 8121 38 1491 131532 20951 825 367 453 66162 230 2099 internal_value=4.36257e-06 0.0051155 0.00964188 0.00736569 -0.00723928 0.0194222 2.61445e-06 0.00261947 0.00694027 0.0252824 4.10036e-06 -3.7648e-05 -0.00145612 0.002526 -0.00238664 -1.71906e-05 -0.00466842 0.0110212 0.0165425 -3.41258e-05 0.000208402 -0.00400888 0.00023717 0.00067253 0.00292009 0.000555971 0.00688747 0.000530679 -0.00109014 -0.00207538 internal_weight=1.33079e+06 455 333 308 122 87 1.33033e+06 221 166 40 1.33005e+06 1.10437e+06 15701 2974 12727 1.08867e+06 5309 581 378 1.08065e+06 225675 1529 224146 92614 5501 3974 820 87113 3154 2924 internal_count=1330787 455 333 308 122 87 1330332 221 166 40 1330049 1104374 15701 2974 12727 1088673 5309 581 378 1080649 225675 1529 224146 92614 5501 3974 820 87113 3154 2924 cat_boundaries=0 1 2 cat_threshold=789 17 is_linear=0 shrinkage=0.05 Tree=658 num_leaves=31 num_cat=0 split_feature=135 21 32 35 134 37 76 82 35 63 52 132 17 12 65 35 38 56 38 82 78 12 32 104 38 84 55 111 30 23 split_gain=4.35644 9.2334 9.93587 7.99771 5.71386 5.06365 6.81207 5.30676 4.56712 4.40281 4.38874 10.8193 9.37378 8.54743 10.2235 11.475 16.4375 13.0731 8.7114 11.5896 12.6894 11.0369 10.6993 9.28889 8.67362 8.55342 9.72556 11.2624 8.34019 8.13451 threshold=1027.350036621094 8.3550000190734881 10.34999990463257 9.1500000953674334 1026.9500122070315 12.449999809265138 11.775000095367433 274.81037902832037 13.050000190734865 0.80141109228134166 122.03499984741212 1025.1499633789065 14.550000190734865 4.0050001144409189 37.145000457763679 12.34999990463257 11.750000000000002 282.10360717773443 12.449999809265138 298.50927734375006 23.98499965667725 5.305000066757203 9.5500001907348651 -0.29514786601066584 12.650000095367433 0.86795431375503551 120.24499893188478 -0.37521885335445399 1009.8500061035157 12.47499990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 9 -2 10 -4 7 -7 -5 -3 -1 12 -12 -14 29 18 -17 -18 21 20 -20 -16 -21 24 28 26 27 -19 -22 -15 right_child=1 2 5 8 -6 6 -8 -9 -10 -11 11 -13 13 14 15 16 17 25 19 22 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-4.7260252249258766e-06 -0.015900087240471008 0.050983916968107224 -0.0065028719667929646 0.00078869522782665171 -0.0073250751936269039 0.02871987164595767 -0.012886387517210097 0.0081790124781702354 0.024872894208370286 0.017807078999467194 0.0038879769686281963 -0.018769330257867076 0.0030993857547071376 -0.0022658932684317692 -0.00033527374930672764 0.021724220714832914 -0.0033691155884903925 0.024614025319108598 -0.00082361344308723547 0.016527546777994045 0.052310332957382223 -0.0084981016542502296 -0.013157460645816604 -0.0097131128271576023 0.01184787542297272 -0.010740468288875288 0.0023992273484500404 0.0073682570835393426 0.012463741885342945 -0.011968747523830838 leaf_weight=1318363 73 20 51 187 266 51 24 82 22 20 2376 69 2179 1883 1059 116 673 119 355 37 29 680 169 40 232 81 800 463 24 244 leaf_count=1318363 73 20 51 187 266 51 24 82 22 20 2376 69 2179 1883 1059 116 673 119 355 37 29 680 169 40 232 81 800 463 24 244 internal_value=4.14423e-06 0.00453637 0.0115738 -0.00165254 2.33851e-06 0.00718496 0.0116313 0.0160556 0.00332387 0.0343955 3.804e-06 0.000970924 0.00108876 0.000364495 -0.000486352 0.000775199 0.00339368 0.0023982 -0.00147121 0.00256415 0.00571166 -0.00352718 -0.00782569 0.0128502 0.016017 0.00505125 0.00597681 0.0108945 0.0342666 -0.00337896 internal_weight=1.33079e+06 530 248 282 1.33026e+06 208 157 133 209 40 1.32999e+06 11628 11559 9183 7004 4877 2252 2136 2625 886 680 1739 206 325 285 1463 1382 582 53 2127 internal_count=1330787 530 248 282 1330257 208 157 133 209 40 1329991 11628 11559 9183 7004 4877 2252 2136 2625 886 680 1739 206 325 285 1463 1382 582 53 2127 is_linear=0 shrinkage=0.05 Tree=659 num_leaves=31 num_cat=1 split_feature=52 60 37 33 32 76 31 30 136 104 39 36 37 107 10 27 34 56 17 83 16 122 43 38 111 36 121 10 76 17 split_gain=4.16607 11.075 12.0226 11.0412 17.0428 16.0126 15.2417 14.0071 13.1402 22.4742 13.0769 20.8804 17.5317 16.6683 12.3477 14.4977 17.208 12.2657 12.0304 13.5683 11.8292 11.7908 10.8353 17.3847 10.8132 11.6716 17.6642 15.1307 24.3471 13.4743 threshold=21.57499980926514 0.83430504798889171 16.750000000000004 10.650000095367433 11.050000190734865 16.005000114440922 1018.4500122070314 1012.1499938964845 0 -0.63555064797401417 12.150000095367433 11.84999990463257 13.150000095367433 -0.83654621243476857 11.150000095367433 286.50000000000006 11.449999809265138 242.83066558837893 17.029999732971195 288.58457946777349 18.219999313354496 -0.96811076998710621 6.1499998569488534 10.750000000000002 -0.55290725827217091 17.750000000000004 -0.86159634590148915 7.4500000476837167 8.4149999618530291 15.405000209808351 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 7 20 9 10 18 -12 -13 -14 -6 -16 -17 -10 -7 -20 21 -5 -11 -24 -4 26 27 -26 -29 -27 right_child=1 -3 24 6 14 8 -8 -9 17 22 11 12 13 -15 15 16 -18 -19 19 -21 -22 -23 23 -25 25 29 -28 28 -30 -31 leaf_value=-2.5264160661437812e-05 -0.00019434243629617767 -0.00041022143520921882 -0.01024294206001395 0.011092564683866955 0.0057337989019143661 0.0043879967030174844 0.00098346450157995062 -0.0011767069025541632 0.012528195352181151 -0.0018272982423289614 0.062865358575557681 0.016272264634843919 -0.018296775088450054 0.015843532861617861 0.0071243875883519646 0.02323322439675822 0.077955591818317779 0.00078034209464458238 -0.009771466094978332 0.0372431450686826 -0.0076123761681635878 0.0010008753598483263 0.04225291965932057 -0.0058966244031724187 0.010755785714338897 -0.0013674288748354701 0.0043528751555677652 0.084692708104848857 0.019418298256583512 0.0067283614509799214 leaf_weight=1200038 9407 40890 151 298 453 1346 29421 25823 232 1030 21 562 81 64 75 51 20 5252 21 57 387 10074 37 38 184 1796 2188 20 50 720 leaf_count=1200038 9407 40890 151 298 453 1346 29421 25823 232 1030 21 562 81 64 75 51 20 5252 21 57 387 10074 37 38 184 1796 2188 20 50 720 internal_value=3.93702e-06 0.000271951 0.000582371 0.000440372 0.00151121 0.00123732 0.000136218 -0.000545178 0.00277807 0.00528871 0.00828115 0.0137323 0.0122729 -0.00322795 0.00980926 0.0224544 0.038648 0.00127501 0.00549431 0.0245854 0.000970575 0.00129082 -0.00049125 0.0178572 0.00293791 0.00333934 0.00580177 0.0182828 0.0380681 0.000949331 internal_weight=1.33079e+06 130749 89859 84750 18747 18148 66003 36582 8741 3257 2152 728 707 145 599 146 71 5484 1424 78 10759 10372 1105 75 5109 4958 2442 254 70 2516 internal_count=1330787 130749 89859 84750 18747 18148 66003 36582 8741 3257 2152 728 707 145 599 146 71 5484 1424 78 10759 10372 1105 75 5109 4958 2442 254 70 2516 cat_boundaries=0 1 cat_threshold=785 is_linear=0 shrinkage=0.05 Tree=660 num_leaves=31 num_cat=0 split_feature=104 67 113 38 28 132 53 63 37 34 2 121 2 20 70 28 52 79 34 83 37 113 38 84 38 84 65 76 110 15 split_gain=4.52254 8.25585 6.44493 7.63601 6.3385 5.57198 5.91434 4.82774 6.9625 5.76059 7.02789 6.13943 4.8174 13.359 13.4302 11.6631 8.20949 8.08189 5.37486 5.49285 8.63868 15.2263 7.95502 7.41553 6.3063 6.29696 5.98002 5.67514 5.40102 5.08589 threshold=0.31884104013442999 12.815000057220461 0.2503704726696015 11.84999990463257 1023.3500061035157 1011.0499877929689 36.140001296997077 0.8779096007347108 11.84999990463257 9.9499998092651385 91.500000000000014 0.64942333102226268 1.0000000180025095e-35 5.8949999809265146 258.57104492187506 1015.2500000000001 2.6550000905990605 1.3949999809265139 15.050000190734865 273.12741088867193 12.449999809265138 0.90992662310600292 11.650000095367433 0.73069390654563915 12.84999990463257 0.85008457303047191 9.8649997711181658 10.164999961853029 -0.83795985579490651 1.0850000381469729 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 7 -4 5 12 -7 9 -9 10 -3 -11 13 14 -2 16 -16 -15 19 20 21 22 29 26 27 -24 -21 -22 -26 -14 right_child=1 2 3 -5 -6 6 -8 8 -10 11 -12 -13 18 17 15 -17 -18 -19 -20 23 24 -23 25 -25 28 -27 -28 -29 -30 -31 leaf_value=1.9546433034642031e-05 -0.0043995823618024586 -0.0015871735649522056 0.011650559741316275 -0.021137382846082686 -0.0059095126400339343 -0.016242159815034369 0.013787397397682073 -0.037009617686271666 -0.0048832850991554246 0.0017794941592340669 0.030817188060394043 -0.0091781178473988919 0.019728486872567189 0.024338156789541245 0.019864303173254369 0.0016252325032837689 0.058318530118891182 -0.0062838441239317687 -0.0043118913034997748 0.0012165325968734528 -0.00055957120334770643 0.051673522868659352 0.0099554457624132439 -0.0064906017922612795 0.0088082481888994823 0.033992282854659217 0.024193945370871009 -0.015523918690436548 0.00031759534696045114 -0.0028789196369969953 leaf_weight=1325359 40 44 21 115 488 91 20 26 48 225 27 296 29 25 23 24 35 156 593 246 170 20 123 458 251 35 32 101 738 175 leaf_count=1325359 40 44 21 115 488 91 20 26 48 225 27 296 29 25 23 24 35 156 593 246 170 20 123 458 251 35 32 101 738 175 internal_value=1.40706e-05 -0.00153834 -0.00615573 -0.0160745 -0.000582193 0.000185823 -0.0108314 -0.00413026 -0.0161709 -0.00262518 0.0107356 -0.00444594 0.000559346 0.0065651 0.0193529 0.0309394 0.0430694 -0.00205429 -5.31558e-05 0.00100884 0.00261769 0.00920428 0.00685791 -0.00258047 0.000620804 0.0152801 0.00386141 -0.00613669 0.00247245 0.000334878 internal_weight=1.33003e+06 4675 802 136 3873 3385 111 666 74 592 71 521 3274 303 122 82 58 181 2971 2378 1642 382 362 736 1260 158 278 271 989 204 internal_count=1330034 4675 802 136 3873 3385 111 666 74 592 71 521 3274 303 122 82 58 181 2971 2378 1642 382 362 736 1260 158 278 271 989 204 is_linear=0 shrinkage=0.05 Tree=661 num_leaves=31 num_cat=1 split_feature=112 32 40 30 122 124 10 21 66 12 25 134 131 132 18 26 132 86 31 11 33 16 2 136 22 115 23 21 35 107 split_gain=4.38816 9.82119 14.6696 11.6169 10.9825 14.4328 14.3857 9.38818 9.02594 8.84209 8.62998 9.50186 10.9074 14.7324 16.3354 10.1756 8.67256 8.6263 10.3563 11.1794 10.4937 18.4104 23.8415 14.6411 15.7574 24.3523 10.7047 9.60504 9.23868 10.764 threshold=-0.50751903653144825 11.050000190734865 7.0499999523162851 1008.5499877929689 -0.14780378341674802 0.98624804615974437 9.9499998092651385 7.8750000000000009 63.875000000000007 4.6349999904632577 301.50000000000006 1016.4500122070314 286.50000000000006 1025.350036621094 15.405000209808351 300.50000000000006 1014.1499938964845 0.87951815128326427 1001.8500061035157 14.250000000000002 9.5500001907348651 6.9049999713897714 262.50000000000006 0 5.3750000000000009 -0.96811076998710621 4.2249999046325692 4.7950000762939462 10.150000095367433 0.17335576564073565 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=-1 2 17 9 -3 10 -7 8 -5 -4 11 -6 13 14 15 -13 -12 18 19 27 21 22 23 26 -25 -26 -20 -2 29 -22 right_child=1 4 3 7 5 6 -8 -9 -10 -11 16 12 -14 -15 -16 -17 -18 -19 20 -21 28 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=4.9129083881970566e-05 0.012984940717406347 -0.00039339776645518163 -0.01846471532198754 -0.003507019325654271 0.00042229596772439979 0.0012420646984072734 0.007076949929152046 0.0082313372955933693 -0.032522605775200109 0.015690425681393772 -0.00021763902773771614 0.017338474543055031 0.00073920921557530869 -0.010855870987096693 -0.00047298476053764216 -0.0017676063919623876 -0.0034590070370798549 -0.0036255650850731363 0.036120200709750257 -0.011688555466155041 -0.004581936160488828 0.00033543384172038935 -0.0024428730587392387 0.011579985034031173 0.075815663893771326 0.022056933792380544 0.0055432475890997111 -0.0020934273920213513 -0.00014972622438651589 0.022616928425693031 leaf_weight=1151490 108 89047 194 3658 38448 3326 1548 172 27 21 9704 499 1230 94 257 81 2621 2174 30 301 2156 12255 496 150 29 77 624 4785 4395 37 leaf_count=1151490 108 89047 194 3658 38448 3326 1548 172 27 21 9704 499 1230 94 257 81 2621 2174 30 301 2156 12255 496 150 29 77 624 4785 4395 37 internal_value=1.3367e-05 -0.000217274 -0.00101558 -0.0038172 -4.50125e-05 0.000491637 0.00309525 -0.00318667 -0.00371962 -0.0151286 0.000251905 0.000603619 0.00382968 0.00791269 0.0100205 0.0146702 -0.000906939 -0.000602494 -0.000344185 -0.00233595 0.000166716 0.000957156 0.00637622 0.0111831 0.0211806 0.0367645 0.00684125 -0.00176061 -0.00147236 -0.00412304 internal_weight=1.33003e+06 178544 31689 4072 146855 57808 4874 3857 3685 215 52934 40609 2161 931 837 580 12325 27617 25443 5194 20249 13661 1406 910 256 106 654 4893 6588 2193 internal_count=1330034 178544 31689 4072 146855 57808 4874 3857 3685 215 52934 40609 2161 931 837 580 12325 27617 25443 5194 20249 13661 1406 910 256 106 654 4893 6588 2193 cat_boundaries=0 1 cat_threshold=736 is_linear=0 shrinkage=0.05 Tree=662 num_leaves=31 num_cat=5 split_feature=34 39 32 34 136 108 28 42 136 30 15 33 28 136 28 37 110 26 11 136 31 124 20 14 4 65 136 77 104 14 split_gain=4.26982 16.5589 13.8809 13.5613 18.6634 13.7283 12.5378 13.4712 13.9128 12.1742 20.278 12.1674 12.1164 16.7117 16.2943 14.9178 13.6988 12.8272 12.633 14.0619 14.5727 16.1484 17.4401 13.4504 12.4613 12.2932 11.6922 13.1735 13.2673 13.2165 threshold=11.949999809265138 10.84999990463257 11.250000000000002 10.750000000000002 0 -0.42837981879711146 1014.2500000000001 8.5500001907348651 1 1018.9500122070314 4.3550000190734872 10.449999809265138 1023.9500122070314 2 1032.2500000000002 13.750000000000002 -0.37472486495971674 269.50000000000006 12.84999990463257 3 1005.9500122070314 -0.78257837891578663 7.7950000762939462 3.0449999570846562 10.250000000000002 37.145000457763679 4 9.8649997711181658 -0.99889001250267018 1.5549999475479128 decision_type=2 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 left_child=2 -2 3 12 -5 -6 -4 -8 -9 10 -10 -7 17 14 -14 -15 -17 25 26 20 -20 22 -22 -24 -21 -1 27 -19 -29 -30 right_child=1 -3 6 4 5 11 7 8 9 -11 -12 -13 13 15 -16 16 -18 18 19 24 21 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=-0.00035642556099825691 -0.0020894211226332783 -3.050405438287096e-05 0.0014041678932230775 9.0627776012814552e-05 -0.0059198564096762142 0.0016670951383958835 -7.4315627380075973e-05 0.0029961685407911016 -0.00070380505126049753 0.0020665450861587472 -0.023957685818895697 -0.0016547544167300806 -0.0040238430642809053 -0.0005491298517560332 0.023123539499439568 0.042922886813660931 0.0046971213059121518 -0.0013333866578506778 -0.0064642541492684448 -0.0010149531263627686 0.0029097389077960933 0.0024527822474224286 0.055079667499688061 0.01777032593064095 0.0017908929894267676 -0.0048059312629378436 0.00040463227753849949 0.021820499777165523 0.019469855517250834 0.0010052219546133679 leaf_weight=44065 9880 842442 34250 37988 1707 3078 66386 8129 7128 5798 95 26401 4262 28559 56 24 1000 18881 442 8302 235 13690 28 176 7561 1609 154541 83 100 3138 leaf_count=44065 9880 842442 34250 37988 1707 3078 66386 8129 7128 5798 95 26401 4262 28559 56 24 1000 18881 442 8302 235 13690 28 176 7561 1609 154541 83 100 3138 internal_value=1.26987e-05 -5.43707e-05 0.000132362 -2.52949e-05 -0.000653676 -0.00155985 0.000593124 0.000275789 0.0013747 0.000359844 -0.00100965 -0.00130791 0.000126291 -0.000761335 -0.00366329 -0.000336408 0.00559304 0.0002453 0.000412512 0.00135341 0.00247411 0.00275548 0.012195 0.0228912 0.000322233 -0.000513172 0.000250494 -0.000822222 0.00208144 0.00157547 internal_weight=1.33003e+06 852322 477712 355926 69174 31186 121786 87536 21150 13021 7223 29479 286752 33901 4318 29583 1024 252851 207177 30434 14571 14129 439 204 15863 45674 176743 22202 3321 3238 internal_count=1330034 852322 477712 355926 69174 31186 121786 87536 21150 13021 7223 29479 286752 33901 4318 29583 1024 252851 207177 30434 14571 14129 439 204 15863 45674 176743 22202 3321 3238 cat_boundaries=0 1 2 3 4 5 cat_threshold=397 5061 2568 6236 5412 is_linear=0 shrinkage=0.05 Tree=663 num_leaves=31 num_cat=3 split_feature=34 64 39 28 38 15 8 23 12 18 79 52 68 12 14 122 8 67 29 136 12 125 136 136 119 59 77 28 78 67 split_gain=4.18102 11.9517 8.17255 7.47818 8.84591 7.29229 8.95987 13.3717 6.16464 6.31045 6.15406 5.56061 8.92888 4.90967 25.0029 28.3808 20.6277 16.2856 14.2936 12.7942 11.5604 11.2759 14.1361 10.6713 9.18838 8.79528 9.14145 9.46648 8.37033 8.9681 threshold=18.44999980926514 9.3249998092651385 17.750000000000004 1014.1499938964845 19.050000190734867 2.2949999570846562 7.4500000476837167 7.8250000476837167 1.8350000381469729 17.029999732971195 8.7849998474121112 32.32500076293946 304.91595458984381 0.94499999284744274 0.90500000119209301 -0.85260769724845875 6.9500000476837167 10.644999980926515 1017.4500122070314 0 1.0349999666213991 -0.67556449770927418 1 2 0.55191597342491161 222.0816345214844 0.89499998092651378 1012.9500122070314 3.6049998998641972 0.39499999582767492 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 1 2 2 2 2 2 2 left_child=13 2 -2 8 -5 6 -6 -8 -3 -10 -11 -4 -13 16 15 18 17 19 -15 25 -17 22 -18 -22 -24 -1 27 -27 -21 -30 right_child=1 3 11 4 5 -7 7 -9 9 10 -12 12 -14 14 -16 20 21 -19 -20 28 23 -23 24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0020169732269431093 -0.0028783141752555621 -0.0015081506358765667 -8.3313574961730468e-05 -0.006054705123082222 0.0038730628064420889 -0.0035151855639358994 0.0050386516663890619 0.050812961395691948 -0.0084810152827588022 0.031309030383708886 -0.006245012662839145 0.0021989188229458198 0.042350614108145238 -0.0014288496474892561 3.2083060125037386e-05 0.0020516808011796228 0.00048296453873499195 0.015275919798047497 0.0041126156422109303 -0.00035311458652844286 0.0092417156747867189 0.0012116003207832727 0.0092068168057084405 0.0039370488203491708 0.026264545777376819 0.030432595609611757 -0.00049224699891688823 0.0043475308976259593 0.0048796504309747205 0.000518877392911184 leaf_weight=19130 2753 602 38574 445 398 280 39 27 1113 20 24 45 20 6173 1139512 5323 537 164 1434 83567 1332 10976 493 3476 94 37 5754 580 1492 5620 leaf_count=19130 2753 602 38574 445 398 280 39 27 1113 20 24 45 20 6173 1139512 5323 537 164 1434 83567 1332 10976 493 3476 94 37 5754 580 1492 5620 internal_value=1.20651e-05 -0.0004653 -0.000246226 -0.00354126 -0.000478267 0.0028571 0.00670245 0.0237645 -0.0056117 -0.00774682 0.010825 -5.86913e-05 0.0145533 2.8528e-05 6.10795e-05 0.00192385 -0.000264753 -0.000469096 -0.000384225 -0.000491321 0.0036569 0.00170004 0.00646976 0.00543405 0.0117384 -0.00148052 0.000127952 0.00591179 -0.00021295 0.00143371 internal_weight=1.33003e+06 44340 41392 2948 1189 744 464 66 1759 1157 44 38639 65 1.28569e+06 1.15725e+06 17738 128444 116344 7607 116180 10131 12100 1124 4808 587 25501 6371 617 90679 7112 internal_count=1330034 44340 41392 2948 1189 744 464 66 1759 1157 44 38639 65 1285694 1157250 17738 128444 116344 7607 116180 10131 12100 1124 4808 587 25501 6371 617 90679 7112 cat_boundaries=0 1 2 3 cat_threshold=217 2184 5403 is_linear=0 shrinkage=0.05 Tree=664 num_leaves=31 num_cat=0 split_feature=104 67 28 113 39 132 39 52 63 37 34 121 0 36 34 7 12 72 127 12 4 67 94 67 20 23 16 74 15 109 split_gain=4.15521 7.44045 5.78623 5.77209 6.61006 5.21799 5.69524 5.09829 4.76827 6.77549 5.83983 5.8765 5.50774 4.7532 5.22626 8.5664 10.6449 6.44325 6.07548 4.99549 11.0864 7.78697 7.49423 6.57908 5.59062 5.59031 7.21588 4.70567 6.41945 4.61987 threshold=0.31884104013442999 13.184999942779543 1023.3500061035157 0.2503704726696015 11.949999809265138 1011.0499877929689 16.150000572204593 34.125000000000007 0.8779096007347108 11.750000000000002 9.9499998092651385 0.64942333102226268 97.500000000000014 10.650000095367433 11.750000000000002 6.5499999523162851 1.1649999618530276 0.66868761181831371 -0.88697704672813404 2.2549999952316289 0.35000000894069677 5.0850000381469735 -0.10815491527318953 3.4550000429153447 4.6949999332427987 5.3849999904632577 17.029999732971195 0.66682153940200817 2.1750000715255742 -0.89958572387695301 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 8 -5 6 13 -7 10 -10 12 27 -3 -2 15 17 -17 -15 -18 20 21 -16 -23 29 -25 -21 -27 28 -12 -22 right_child=1 3 -4 4 -6 7 -8 -9 9 -11 11 -13 -14 14 19 16 18 -19 -20 25 23 22 -24 24 -26 26 -28 -29 -30 -31 leaf_value=1.6715723996125829e-05 -0.0084380503424221938 0.0013074988266453147 -0.0056651667115855172 0.0076639711149036885 -0.020892046712269297 -0.01544759053858402 -0.0054545586953113935 0.012406082311645151 -0.040851551741361625 -0.0066071145142464404 -0.0078683013562113047 -0.0091318793678289035 0.031947646154598761 -0.0033260165413120791 -0.0013618823528910677 0.03891397057886934 0.033666050874374132 0.011016506227533002 0.0062806646771473339 -0.017850925629061428 0.011750257708651781 0.053653925722059993 0.011804572045803071 0.0086821079710110403 -0.0041959736511015091 0.0024687114068203501 -0.015622604593685639 -0.0023579100947937973 0.027831127226133557 0.0020533191855708383 leaf_weight=1325359 122 44 491 25 107 92 358 20 20 52 20 279 22 292 24 32 22 107 255 68 147 23 20 96 690 225 73 168 34 747 leaf_count=1325359 122 44 491 25 107 92 358 20 20 52 20 279 22 292 24 32 22 107 255 68 147 23 20 96 690 225 73 168 34 747 internal_value=1.14669e-05 -0.00147656 -0.000590117 -0.00596511 -0.0154837 0.000139988 0.000500102 -0.0104737 -0.00399883 -0.0161195 -0.00245971 -0.00430146 0.0115209 0.00122445 0.00164233 0.00536022 0.0116099 0.000520224 0.00845568 0.000396579 0.00150934 0.0214544 0.0341891 0.000713915 -0.00262308 -0.0049149 -0.00196305 0.0017692 0.0146091 0.00364778 internal_weight=1.33003e+06 4675 3904 771 132 3413 3301 112 639 72 567 501 66 2943 2821 708 309 399 277 2113 1747 67 43 1680 786 366 298 222 54 894 internal_count=1330034 4675 3904 771 132 3413 3301 112 639 72 567 501 66 2943 2821 708 309 399 277 2113 1747 67 43 1680 786 366 298 222 54 894 is_linear=0 shrinkage=0.05 Tree=665 num_leaves=31 num_cat=4 split_feature=4 13 67 12 32 136 114 43 41 136 107 136 1 12 53 120 28 38 36 136 123 39 38 124 39 124 15 14 123 127 split_gain=4.28974 15.228 21.6932 15.5529 15.5273 16.3615 14.5015 14.3347 13.9156 15.8325 14.1506 12.9526 21.7182 14.6648 16.0054 16.9102 14.2799 13.4566 19.8977 15.5949 17.8472 20.9175 17.5888 14.4083 13.1248 18.7361 12.8235 13.1615 12.5257 14.1889 threshold=10.650000095367433 1.9650000333786013 33.395000457763679 2.9750000238418584 12.949999809265138 0 -0.97233289480209339 14.150000095367433 10.250000000000002 1 -0.84685239195823658 2 330.50000000000006 4.1849999427795419 37.194999694824226 -0.63605400919914235 1025.549987792969 14.650000095367433 13.050000190734865 3 0.30069434642791754 14.050000190734865 13.34999990463257 -1.0000000180025095e-35 13.449999809265138 1.0000000180025095e-35 2.0449999570846562 1.4750000238418581 0.49240480363368994 0.9238443672657014 decision_type=2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 -7 8 10 -10 28 13 -13 14 17 -16 -14 18 -12 20 -20 24 -21 -19 -22 -26 27 -8 29 -3 right_child=1 7 -4 -5 -6 6 26 -9 9 -11 11 12 16 -15 15 -17 -18 23 19 22 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-1.9975789960451952e-05 0.0010441375040665002 -0.00027689239653340387 0.034659267124719915 -0.036243855284044037 0.00018990561899437169 -0.00019333194663996738 0.010969341894269747 0.0053815655769043763 0.0018691311338916888 -0.0026319900008102055 0.0010076329293769229 -0.00080063782732417996 0.0021326544110203114 -0.0012259040114971419 0.016028228708834264 0.0037746149031095337 0.013714628388398454 -0.017748886023847651 0.0061908256936004137 0.0091214908161012399 0.010952610439674644 0.0015377872345118744 -0.00059966965011595894 -0.0012724629272997845 0.052069473957971617 -0.00067092634382702064 0.014980799888437733 0.0031323523524479043 -0.0065437947959299985 -0.0060933665968405789 leaf_weight=1217529 3664 11181 50 27 7795 783 840 1255 2501 8846 23944 26895 4730 5663 342 1593 282 140 1714 631 52 92 1772 2540 85 21 476 1479 1037 1157 leaf_count=1217529 3664 11181 50 27 7795 783 840 1255 2501 8846 23944 26895 4730 5663 342 1593 282 140 1714 631 52 92 1772 2540 85 21 476 1479 1037 1157 internal_value=7.21808e-06 0.000303931 0.00177963 0.0016705 0.00173858 0.0034055 0.00580448 7.27399e-05 2.76807e-06 -0.00164057 0.000225097 0.000507986 -0.000237434 0.0011241 0.00152862 0.00594037 0.00278431 0.00125316 0.00157372 0.00467757 0.00797057 0.0204913 0.0019449 -0.00213317 0.0315275 0.0416209 0.00750549 0.00597111 -0.00126593 -0.000822334 internal_weight=1.32912e+06 111587 15114 15064 15037 7242 3578 96473 95218 11347 83871 70496 31907 38589 32926 1935 5012 30991 28311 4367 1964 250 2403 2680 158 106 2795 2319 13375 12338 internal_count=1329116 111587 15114 15064 15037 7242 3578 96473 95218 11347 83871 70496 31907 38589 32926 1935 5012 30991 28311 4367 1964 250 2403 2680 158 106 2795 2319 13375 12338 cat_boundaries=0 1 2 3 4 cat_threshold=4260 5251 1777 1136 is_linear=0 shrinkage=0.05 Tree=666 num_leaves=31 num_cat=1 split_feature=87 35 53 35 121 15 81 7 13 1 10 74 136 71 83 78 135 82 28 34 31 2 109 12 33 39 21 63 70 64 split_gain=4.13466 14.8354 7.03193 6.06845 7.23423 6.41453 7.54258 9.1649 6.74041 6.53189 5.54867 5.3558 9.67446 15.1816 25.2974 15.0099 14.758 26.4746 13.9842 23.4308 11.7489 17.1964 11.5917 16.7971 11.3262 17.5113 12.6713 11.4872 11.2467 11.1837 threshold=0.90863192081451427 10.650000095367433 7.2950000762939462 12.949999809265138 -0.77159520983695973 3.4250000715255742 300.65921020507818 13.449999809265138 3.7949999570846562 286.50000000000006 21.050000190734867 0.84133797883987438 0 271.95239257812506 264.18116760253912 12.065000057220461 1019.0499877929689 244.49864196777347 1025.9500122070315 12.34999990463257 1006.4500122070314 1.0000000180025095e-35 0.86848226189613353 3.0149999856948857 13.750000000000002 11.750000000000002 11.065000057220461 0.93774989247322094 291.00253295898443 67.155002593994155 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 -2 4 -3 6 7 9 -7 -5 -6 -1 13 -13 15 18 20 -18 -15 -20 -17 -22 -14 -24 25 -16 -26 -27 29 -23 right_child=1 3 -4 5 10 8 -8 -9 -10 -11 -12 12 22 14 24 16 17 -19 19 -21 21 28 23 -25 26 27 -28 -29 -30 -31 leaf_value=-1.6458531818680667e-05 -0.0023439188565507509 -0.0035898779630171365 -0.0076062533675382979 0.00034782825973041204 -0.00032703412497309917 0.01157934081931279 -0.00085883060425827058 0.015381728796943973 -0.0014384558456314249 0.0038074157335321402 -0.025476000339470131 -0.0012095546606870951 0.00015741982424392832 -0.00048195178110284223 0.00015674346728787369 -0.0026028456539494097 0.076628505190213525 0.0093186151973592753 0.0065397377082618046 0.065732114602412503 0.048787139311432838 0.0064624620207609012 0.00010904378419316725 -0.0071622245029361086 -0.0036725469178821891 0.0027359825858181159 0.019319348593032169 0.019069110184326905 0.011300860842447672 -0.0044873063884471468 leaf_weight=1150815 2233 2371 887 6242 7152 255 8009 114 163 1746 22 6451 108349 1398 15844 322 21 48 82 21 25 1325 1948 1341 1791 8693 62 109 994 283 leaf_count=1150815 2233 2371 887 6242 7152 255 8009 114 163 1746 22 6451 108349 1398 15844 322 21 48 82 21 25 1325 1948 1341 1791 8693 62 109 994 283 internal_value=6.85728e-06 -0.000581607 -0.00383997 -0.000191713 -0.0011955 0.000387942 0.000229286 0.00130491 0.00650302 0.00110402 -0.000404157 2.00732e-05 0.000302027 0.000997095 0.00145635 0.0049141 0.00694631 0.0298042 0.000828024 0.0186081 0.00641149 0.0075164 6.86457e-05 -0.00285562 0.00086668 0.00115012 -0.00290326 0.00293824 0.00711987 0.00453536 internal_weight=1.32912e+06 29194 3120 26074 9545 16529 16111 8102 418 7988 7174 1.29992e+06 149107 37469 31018 4519 3018 69 1501 103 2949 2627 111638 3289 26499 24646 1853 8802 2602 1608 internal_count=1329116 29194 3120 26074 9545 16529 16111 8102 418 7988 7174 1299922 149107 37469 31018 4519 3018 69 1501 103 2949 2627 111638 3289 26499 24646 1853 8802 2602 1608 cat_boundaries=0 1 cat_threshold=150 is_linear=0 shrinkage=0.05 Tree=667 num_leaves=31 num_cat=0 split_feature=43 4 13 32 123 43 40 107 18 34 3 6 5 87 2 10 24 66 123 107 32 107 15 32 12 104 132 97 121 32 split_gain=4.13056 3.97122 14.1317 14.1879 13.1605 12.6514 20.3338 13.7107 13.0906 12.4937 12.0311 11.765 17.2175 11.4849 11.0743 13.2251 12.1079 10.8149 10.6712 12.0576 18.7107 10.6666 10.5397 10.4319 10.1618 10.1214 15.9748 12.8781 14.6993 11.2908 threshold=-1.0000000180025095e-35 10.650000095367433 2.1350001096725468 13.250000000000002 -0.9914070963859557 14.150000095367433 10.449999809265138 -0.84685239195823658 19.524999618530277 10.750000000000002 206.50000000000003 10.449999809265138 7.8500001430511483 0.79656642675399791 331.50000000000006 12.84999990463257 316.50000000000006 6.9749999046325692 0.47714059054851538 -0.9501279592514037 11.750000000000002 -0.93046054244041432 0.97500002384185802 16.550000190734867 2.8750000000000004 -0.87680089473724354 1016.2500000000001 -0.84103581309318531 -0.96811076998710621 4.9500000476837167 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 11 3 4 -3 6 7 25 14 -8 -7 -2 18 -11 16 -16 22 -15 -13 20 -20 -14 -9 -24 -5 26 27 28 -4 -27 right_child=1 2 5 24 -6 10 9 8 -10 13 -12 12 21 17 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.0033740025884479567 1.4921790051679712e-05 0.012458526200847701 -0.0078881869245642239 5.4930826888727646e-05 0.0022645214109192676 -0.005822815976698344 -0.019593471736936534 -0.02050759657838587 0.017491532069325976 -0.0015187942509411866 0.0078258471914850608 0.00095624188995271648 0.0017935571311515016 -0.015777782475039283 -0.00078203923129500127 0.0025142642285022891 -0.0010676014806586664 -0.0036521430711142348 0.063797485257458431 0.0057723118778003129 -0.0023282192181795836 -0.0013119264307033887 0.00073114584822087417 -0.0075651107303139828 -0.030663040004394671 0.0099270865658888305 0.042519026524994688 -0.0097648836405413164 0.0028746324874452632 -0.0024914370300027542 leaf_weight=903 1166395 325 359 9465 12264 197 103 59 113 8262 895 5182 2963 276 4158 11346 15400 551 23 708 20 41395 35515 383 27 187 23 270 2727 8622 leaf_count=903 1166395 325 359 9465 12264 197 103 59 113 8262 895 5182 2963 276 4158 11346 15400 551 23 708 20 41395 35515 383 27 187 23 270 2727 8622 internal_value=6.51442e-06 8.8127e-06 0.000294373 0.00142716 0.00252769 1.47282e-05 -5.13804e-05 0.000207091 0.000487799 -0.00227735 0.00536359 -1.7363e-05 -0.000766142 -0.00208112 0.000459062 0.00163023 0.000105501 -0.00769891 0.0017635 0.00733365 0.0330413 -0.00110449 0.000607928 0.000642632 -3.24465e-05 -0.00133542 0.000991028 0.00070642 0.00162257 -0.00222781 internal_weight=1.32912e+06 1.32821e+06 111527 22081 12589 89446 88354 79162 66974 9192 1092 1.21669e+06 50291 9089 66861 15504 51357 827 5933 751 43 44358 35957 35898 9492 12188 3379 3356 3086 8809 internal_count=1329116 1328213 111527 22081 12589 89446 88354 79162 66974 9192 1092 1216686 50291 9089 66861 15504 51357 827 5933 751 43 44358 35957 35898 9492 12188 3379 3356 3086 8809 is_linear=0 shrinkage=0.05 Tree=668 num_leaves=31 num_cat=1 split_feature=52 12 65 133 22 18 19 118 86 29 20 28 127 125 36 68 136 120 78 5 23 30 66 33 67 12 134 24 132 81 split_gain=3.84654 12.5385 15.0428 15.9582 12.0443 9.61155 11.4598 10.4726 10.1148 12.0626 9.25538 9.12683 10.4763 9.62921 11.8 9.62601 11.7628 14.2626 17.2719 10.3383 10.3109 9.60701 9.47594 9.2665 8.82201 8.75026 9.77514 13.9586 9.93428 9.80818 threshold=43.135000228881843 2.6950000524520878 11.324999809265138 1011.9500122070314 7.7349998950958261 13.344999790191652 11.775000095367433 -0.79332312941551197 0.77850642800331127 1024.4500122070315 9.5950002670288104 1019.0499877929689 -0.67556449770927418 -0.91702514886856068 13.650000095367433 280.44520568847662 0 -0.16504132002592084 29.32499980926514 8.1500000953674334 9.3450002670288104 1000.4500122070314 113.40000152587892 14.34999990463257 13.72499990463257 3.4050000905990605 1018.8500061035157 309.50000000000006 1016.7500000000001 227.45616149902347 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 10 3 4 -3 8 -7 -8 11 -10 -2 12 21 14 -13 19 17 18 -17 20 -14 -4 -23 -22 -5 26 28 29 -9 -28 right_child=1 2 5 24 -6 6 7 25 9 -11 -12 13 15 -15 -16 16 -18 -19 -20 -21 23 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-1.3317488698016194e-05 0.0039970952745106512 0.0017631202396918592 -0.01466605459739055 0.017984065002493676 -0.0047676404304782486 -0.0029230418084670363 0.02240545795878993 0.0010350452485029225 -0.00014267628936732283 0.0065149856294055399 0.00074631548223102757 0.0049273569659349595 0.020186768061573393 -0.0010080858832711731 0.034555264500280222 0.014017847540263246 0.00088270447496324787 0.0047391410438981643 0.054346255321257024 -1.7413188825994162e-05 -0.0017588829236685121 0.001834431859584132 0.022019764443584642 0.033032512784247167 -0.015571832381512808 -0.0004519604647279651 0.043058414892716841 -0.012562082043548703 -0.0098491932315743179 0.0089350557090337526 leaf_weight=1262711 3780 904 84 132 3223 3204 53 13302 7732 746 5204 243 362 1574 39 94 715 230 37 131 114 1241 61 23 23 22351 22 76 213 492 leaf_count=1262711 3780 904 84 132 3223 3204 53 13302 7732 746 5204 243 362 1574 39 94 715 230 37 131 114 1241 61 23 23 22351 22 76 213 492 internal_value=6.1887e-06 0.000377105 0.000105341 -0.00274556 -0.00333711 0.00033507 -5.59212e-05 0.000195695 0.00149159 0.000443148 0.00211407 0.00328801 0.00495175 0.000516312 0.00902483 0.00757504 0.00470116 0.0119097 0.0254083 0.0124834 0.0157652 0.00172279 0.00278013 0.00408201 0.0130048 0.000163406 0.00113853 0.00743833 0.000863507 0.0103956 internal_weight=1.32912e+06 66405 57421 4282 4127 53139 39713 36509 13426 8478 8984 4948 3092 1856 282 1706 1076 361 131 630 499 1386 1302 137 155 36456 14105 590 13515 514 internal_count=1329116 66405 57421 4282 4127 53139 39713 36509 13426 8478 8984 4948 3092 1856 282 1706 1076 361 131 630 499 1386 1302 137 155 36456 14105 590 13515 514 cat_boundaries=0 1 cat_threshold=4240 is_linear=0 shrinkage=0.05 Tree=669 num_leaves=31 num_cat=3 split_feature=34 39 12 136 65 61 31 29 20 75 35 107 15 17 117 34 43 12 136 36 42 32 15 136 29 43 29 78 79 6 split_gain=3.76412 10.2564 8.32067 9.14172 7.00128 7.71271 7.16814 6.31117 6.3829 11.9117 9.15659 6.84957 6.02312 7.01527 6.9548 5.85036 5.00678 16.8875 18.9557 14.0069 20.8176 26.5103 34.7237 13.6442 12.2606 12.0261 11.8185 30.6722 16.9151 13.3773 threshold=18.550000190734867 17.849999427795414 1.3550000190734866 0 10.275000095367433 0.80566141009330761 1003.9500122070314 1014.1499938964845 7.4549999237060556 0.75673398375511181 19.44999980926514 -0.9466172158718108 1.0850000381469729 6.4600000381469735 -0.30069434642791742 20.250000000000004 13.050000190734865 3.3549998998641972 1 13.650000095367433 13.84999990463257 13.949999809265138 3.6350001096725468 2 1016.7500000000001 13.949999809265138 1011.5499877929689 15.654999732971193 10.72499990463257 10.650000095367433 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 left_child=16 -2 12 4 5 6 -4 -6 9 -9 -10 15 -3 14 -14 -12 -1 23 -19 20 25 22 -22 26 -21 -20 27 -18 -28 -29 right_child=1 2 3 -5 7 -7 -8 8 10 -11 11 -13 13 -15 -16 -17 17 18 19 24 21 -23 -24 -25 -26 -27 28 29 -30 -31 leaf_value=-1.3111996630165821e-05 -0.0033599918335256193 -0.00025454720215618376 -0.029562775365775451 -0.003871781846587344 -0.005367120578402846 0.029331310660294863 0.00042962179836771215 -0.0022617056692854085 -0.0059309173328056476 0.032948570743930053 0.031315030787317531 0.0011132054368216714 0.011981083325385937 0.00072076439474865622 0.0028702269145518128 0.0014832301582727169 0.0013660125189967514 -0.0080623910975499216 0.0047876208328444872 -2.0342858707444882e-05 0.10698877193388485 0.011843945526170156 0.019775520212948323 0.00053713656616839734 0.0065194034019696312 0.031169188351548735 -0.00077635784398372588 0.016985279885240092 -0.012343358798981659 0.062769172947715834 leaf_weight=1151010 2848 20695 20 2865 1182 23 5082 58 406 41 42 180 267 6354 972 27 4253 315 534 1529 21 79 25 94182 1349 47 34325 39 319 27 leaf_count=1151010 2848 20695 20 2865 1182 23 5082 58 406 41 42 180 267 6354 972 27 4253 315 534 1529 21 79 25 94182 1349 47 34325 39 319 27 internal_value=5.87959e-06 -0.000465388 -0.00024966 -0.00149518 -0.000524653 0.000442283 0.000312051 -0.00308705 0.000487288 0.0123203 -0.00130122 0.00624761 0.000187383 0.00139188 0.00483358 0.0196417 2.09032e-05 0.000306591 0.00355005 0.00458039 0.0109042 0.0294146 0.0595903 0.00021161 0.00304502 0.00692176 -0.000575249 0.00189091 -0.000882866 0.0357151 internal_weight=1.32912e+06 41062 38214 9926 7061 5125 5102 1936 754 99 655 249 28288 7593 1239 69 1.28805e+06 137044 3899 3584 706 125 46 133145 2878 581 38963 4319 34644 66 internal_count=1329116 41062 38214 9926 7061 5125 5102 1936 754 99 655 249 28288 7593 1239 69 1288054 137044 3899 3584 706 125 46 133145 2878 581 38963 4319 34644 66 cat_boundaries=0 1 2 3 cat_threshold=5121 2116 1744 is_linear=0 shrinkage=0.05 Tree=670 num_leaves=31 num_cat=5 split_feature=19 4 0 28 103 57 23 136 136 15 136 16 115 58 63 136 84 52 9 116 34 108 14 42 31 136 8 13 31 34 split_gain=4.61929 18.2738 23.8544 22.3572 24.2605 20.6865 19.2709 18.9668 16.2473 13.5012 13.3578 13.119 25.4416 15.8719 20.1876 16.841 13.5025 15.5044 15.2326 15.01 26.3231 30.6702 21.9048 17.3932 24.3589 18.9867 21.1991 19.5595 25.9759 18.4652 threshold=14.550000190734865 8.5500001907348651 222.50000000000003 1014.8500061035157 0.15922202914953235 281.67097473144537 10.925000190734865 0 1 1.1549999713897707 2 13.344999790191652 -0.9099266231060027 235.35908508300784 0.62009096145629894 3 0.83678326010704052 0.28499999642372137 5.6499998569488534 0.31729258596897131 12.550000190734865 0.1105954945087433 4.0350000858306894 8.4499998092651385 1011.5499877929689 4 10.250000000000002 1.6649999618530276 1023.9500122070314 11.34999990463257 decision_type=2 2 2 2 2 2 2 1 1 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=11 -2 7 4 -4 -6 10 -3 -5 -10 -7 16 13 15 -15 -13 19 18 -18 -1 23 -22 -23 -21 -25 -26 -27 28 -28 -29 right_child=1 2 3 8 5 6 -8 -9 9 -11 -12 12 -14 14 -16 -17 17 -19 -20 20 21 22 -24 24 25 26 27 29 -30 -31 leaf_value=0.00010824993257433203 -2.854069106281977e-05 -0.0013729291485012284 -0.0036398763698414108 -0.0040265258422005649 0.0012655705579157678 0.011601718197444828 0.0335295932242341 -0.0054210387939565225 0.0055854402784439629 -0.00093515434122349575 0.0030292575600750454 0.00042395755156591326 -9.9912331399085164e-05 -0.001134939108057199 0.0012907484759056012 0.002319505960698881 0.00070947003449656437 0.0003931639787533817 -0.0020245167368181638 -0.0002660873120724668 -0.0041902828086223358 -0.00067797848250351184 -0.0070288784216784072 -0.0028134316023063141 0.00062898417206268958 0.0015653704536487706 0.014795947486810863 0.01277590652299191 0.068417253850314483 0.0033123798730974709 leaf_weight=264143 241701 7031 1773 4387 5506 728 67 4935 839 14752 1247 18602 109833 15226 19643 31729 8122 218385 13669 155999 6746 140146 1371 4104 30822 6395 172 678 26 2150 leaf_count=264143 241701 7031 1773 4387 5506 728 67 4935 839 14752 1247 18602 109833 15226 19643 31729 8122 218385 13669 155999 6746 140146 1371 4104 30822 6395 172 678 26 2150 internal_value=-1.53027e-05 -0.000194564 -0.00116701 -0.000398744 0.00162333 0.00285964 0.00715785 -0.00304812 -0.00134217 -0.000583886 0.00626321 3.31006e-05 0.000403057 0.00105144 0.000231541 0.00161947 -5.14947e-05 0.000266264 -0.0010055 -0.000176044 -0.000391456 -0.000896516 -0.000739505 -1.76937e-05 0.000856078 0.0012303 0.00319351 0.00664489 0.0218371 0.00558122 internal_weight=1.33093e+06 282966 41265 29299 9321 7548 2042 11966 19978 15591 1975 1.04796e+06 195033 85200 34869 50331 852928 240176 21791 612752 348609 148263 141517 200346 44347 40243 9421 3026 198 2828 internal_count=1330927 282966 41265 29299 9321 7548 2042 11966 19978 15591 1975 1047961 195033 85200 34869 50331 852928 240176 21791 612752 348609 148263 141517 200346 44347 40243 9421 3026 198 2828 cat_boundaries=0 1 2 3 4 5 cat_threshold=2016 2182 515 2080 2140 is_linear=0 shrinkage=0.05 Tree=671 num_leaves=31 num_cat=0 split_feature=61 20 64 132 76 77 124 31 35 39 77 87 22 75 96 54 13 28 52 75 38 38 64 39 35 2 72 106 87 58 split_gain=4.51698 7.572 11.804 10.0674 8.61352 7.43072 7.4161 6.53552 6.44328 8.18802 26.1855 6.13358 6.1319 5.76978 6.8174 7.21022 6.14168 8.03377 8.48584 8.0743 7.90825 6.08185 8.24579 8.29642 10.6756 6.67214 6.32674 5.69915 5.61522 5.42432 threshold=0.9032346010208131 10.894999980926515 60.534999847412116 1023.7500000000001 28.925000190734867 28.554999351501468 -0.11319890245795249 1012.0499877929689 10.949999809265138 14.949999809265138 12.795000076293947 0.83266523480415355 10.914999961853029 0.79189148545265209 -0.96772736310958851 149.25000000000003 2.8549998998641972 1020.7500000000001 88.284999847412124 0.91977944970130932 15.550000190734865 12.449999809265138 49.125000000000007 12.750000000000002 10.84999990463257 26.500000000000004 0.93323159217834484 -0.99853527545928944 0.88122946023941051 279.44630432128912 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 4 13 11 7 -2 -9 -10 -11 -4 -8 29 15 16 -15 20 -19 -20 -18 -16 23 24 -23 -26 -24 -14 -25 -3 right_child=1 3 5 -5 -6 -7 12 8 9 10 -12 -13 27 14 21 -17 17 18 19 -21 -22 22 26 28 25 -27 -28 -29 -30 -31 leaf_value=-5.3471858068882756e-06 -0.0053579919394345895 -0.013580322829858514 -0.010793231328985282 -0.014205462289720517 0.023086235697995477 -0.0002437165649975739 -0.0023798032807978522 0.0062470131301534219 -0.0011511159744767103 0.0037301574776931416 0.062407295003400323 4.04595573843451e-05 0.017166354873629868 0.002745801470212709 -0.0042739927002326573 -0.0015094929741674788 0.0035637843335809358 0.04271136807898681 0.0077337965819189395 0.039406825696082358 0.030166379644651898 0.043435838110441265 0.017673520135382811 -0.00088153274051472373 0.019768953118473293 -0.0084464303768155263 -0.0039747454401933488 0.0011758611974615881 -0.026036560697400055 -0.00059108610373803487 leaf_weight=1317816 315 107 693 101 47 367 5781 712 1232 201 21 161 61 278 481 247 220 36 89 26 32 23 135 626 40 44 45 644 23 323 leaf_count=1317816 315 107 693 101 47 367 5781 712 1232 201 21 161 61 278 481 247 220 36 89 26 32 23 135 626 40 44 45 644 23 323 internal_value=-1.45349e-05 -0.000938012 -0.00158163 0.00130529 0.00186042 -0.00619381 -0.000953607 0.00137132 0.00234996 0.000441637 0.0092807 -0.00875081 -0.00184293 0.00150092 0.00247722 0.00580856 0.00846283 0.0124066 0.0215265 0.0148947 0.00694189 0.000295505 0.00264372 0.000353782 0.0132536 0.00498947 0.0122615 0.00255944 -0.00177301 -0.00382329 internal_weight=1.33093e+06 13111 10188 2923 2822 1221 8967 2481 2166 1454 222 854 6486 2775 2345 928 681 403 151 115 252 1417 936 756 107 84 180 705 649 430 internal_count=1330927 13111 10188 2923 2822 1221 8967 2481 2166 1454 222 854 6486 2775 2345 928 681 403 151 115 252 1417 936 756 107 84 180 705 649 430 is_linear=0 shrinkage=0.05 Tree=672 num_leaves=31 num_cat=2 split_feature=19 4 121 28 103 42 136 8 136 35 5 20 23 17 19 13 20 14 123 28 67 14 33 17 20 23 23 39 20 22 split_gain=4.14521 16.5013 21.1467 18.1044 23.3364 18.2307 17.4564 15.3879 14.2734 14.0251 11.9085 11.5088 17.0822 16.5347 15.803 16.3471 13.109 11.2573 10.2092 9.86666 11.2531 11.176 9.82787 9.79578 9.71748 9.56515 9.2138 9.18315 9.06954 24.6992 threshold=14.550000190734865 8.5500001907348651 -0.19936034083366391 1014.8500061035157 0.21842722594738009 11.449999809265138 0 15.050000190734865 1 8.4499998092651385 2.6499999761581425 9.4749999046325701 10.59500026702881 17.029999732971195 17.029999732971195 3.6450001001358037 13.114999771118166 6.0450000762939462 0.19936034083366397 1033.350036621094 8.2950000762939471 3.2050000429153447 11.150000095367433 20.524999618530277 7.6150000095367441 10.055000305175783 6.9649999141693124 8.5500001907348651 9.2849998474121112 8.9949998855590838 decision_type=2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 11 3 4 -3 7 -4 -6 9 -5 -8 12 18 25 23 -16 17 -17 -2 28 21 -21 -10 -15 -9 -13 -22 -27 -1 -30 right_child=1 2 6 8 5 -7 10 24 22 -11 -12 13 -14 14 15 16 -18 -19 -20 20 26 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=-6.2976996209024109e-06 -9.308988917955662e-05 -0.0033158964808431795 -0.0012123110604447917 -0.0096693391575009384 0.0025701754383067555 -0.0026323494529847721 0.023653451505944962 0.011958744063173266 0.0017512068614089897 -0.0023368187667883122 -0.0052017649787205814 -0.00028355142453182495 0.0031524003683754557 0.0034540673561177428 -0.0010047739219683602 0.0034136723636384488 -0.0055334769259206959 0.014572394221631183 0.00086627646844680741 0.0074937338504372291 -0.012375107549130918 -0.012163635189688514 -0.0012576903230280701 0.014339549861959129 0.002977336692007507 0.016880945350346861 0.020029582229679304 -0.0017941362092984193 0.0023917700228805461 1.3369888316754125e-05 leaf_weight=991699 142763 2034 7186 859 4822 1307 36 829 3486 2708 5273 20106 4684 2308 8883 2449 375 249 34416 223 25 107 12252 227 473 66 179 25175 14899 40829 leaf_count=991699 142763 2034 7186 859 4822 1307 36 829 3486 2708 5273 20106 4684 2308 8883 2449 375 249 34416 223 25 107 12252 227 473 66 179 25175 14899 40829 internal_value=-1.38081e-05 -0.000183621 -0.0011077 -0.00036177 0.00142952 0.00272843 -0.00282522 0.00387254 -0.00124002 -0.00409116 -0.00499669 -2.58554e-05 0.000172052 -0.000627346 0.000842952 8.26488e-05 0.00322602 0.00444352 9.32615e-05 3.20441e-05 0.0068268 0.00111998 -0.000590838 0.00442882 0.00869591 -0.00109719 0.0160584 -0.0017453 2.858e-05 0.00064924 internal_weight=1.33093e+06 282966 41265 28770 9465 7431 12495 6124 19305 3567 5309 241701 181863 59838 14491 11956 3073 2698 177179 1.04796e+06 534 330 15738 2535 1302 45347 204 25241 1.04743e+06 55728 internal_count=1330927 282966 41265 28770 9465 7431 12495 6124 19305 3567 5309 241701 181863 59838 14491 11956 3073 2698 177179 1047961 534 330 15738 2535 1302 45347 204 25241 1047427 55728 cat_boundaries=0 1 2 cat_threshold=2016 134 is_linear=0 shrinkage=0.05 Tree=673 num_leaves=31 num_cat=0 split_feature=61 20 64 76 134 87 124 22 29 77 32 125 32 65 123 70 94 126 16 0 125 35 39 19 35 37 76 36 82 72 split_gain=4.05161 6.84457 10.6617 8.15244 7.42835 6.79633 6.67501 5.59629 5.57835 5.46981 6.84554 5.72274 5.41006 6.41076 7.52048 6.68135 6.57317 9.0633 7.59168 6.82403 6.47718 5.86707 5.58802 5.48132 5.38596 6.18274 7.53567 19.3548 6.81452 10.9168 threshold=0.9032346010208131 10.894999980926515 60.534999847412116 28.925000190734867 1023.3500061035157 0.8200378715991975 -0.11319890245795249 10.914999961853029 1025.350036621094 26.045000076293949 10.050000190734865 -0.49240480363368982 11.449999809265138 47.764999389648445 0.078456107527017607 312.92146301269537 0.33543270826339727 -0.23343648016452787 18.219999313354496 167.50000000000003 0.26722820103168493 12.650000095367433 12.150000095367433 15.405000209808351 10.949999809265138 12.449999809265138 12.734999656677248 15.150000095367433 258.60368347167974 0.90894052386283886 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 4 12 9 24 -8 -9 -4 -11 -12 -3 15 -15 16 17 19 -18 -14 -21 -16 -20 -19 -2 -26 -27 28 29 -28 right_child=1 3 5 -5 -6 -7 7 8 -10 10 11 -13 13 14 21 -17 18 23 22 20 -22 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=-4.416638025932504e-06 0.0045856021797574757 -0.0022265045273951278 -0.011124136258487467 0.021901036459120348 -0.010368381487237031 -0.000386028830219036 -0.002259400513244332 0.0014124492555926415 0.021357182842503125 -0.013329762733622415 0.022306774943276791 -0.00093776334403777742 0.0059221616449106618 0.0042262699784500141 0.0068951700620989258 0.025839461138405441 -0.0038435181931634741 0.012023408722941628 -0.0095376454953414701 -0.017015635704830567 0.013984094585757703 0.031982452584499561 0.01842050547686605 0.0028957894873147942 -0.0053484453716211855 -2.4596556002814518e-05 0.0030932261517737062 0.055194861001589081 -0.0067266452453731661 0.046801804371643815 leaf_weight=1317816 831 724 577 47 139 385 5781 668 37 92 33 134 89 212 41 28 706 305 24 107 20 54 70 357 450 1041 50 22 67 20 leaf_count=1317816 831 724 577 47 139 385 5781 668 37 92 33 134 89 212 41 28 706 305 24 107 20 54 70 357 450 1041 50 22 67 20 internal_value=-1.31182e-05 -0.000887731 -0.00149965 0.00124509 0.000907531 -0.00588298 -0.000902792 -0.00174651 0.00245919 -0.00841448 -0.0023779 0.00365547 0.00148018 0.00281334 0.0094649 0.00161637 0.00121217 0.00419934 -0.00206624 -0.00469407 -0.0121338 0.0211553 0.0112823 0.00710111 0.00130291 -0.000350367 0.00152391 0.0116623 0.00467162 0.0155814 internal_weight=1.33093e+06 13111 10188 2923 2876 1221 8967 6486 705 836 259 167 2737 2013 307 1706 1678 878 800 216 127 95 94 662 2481 1650 1200 159 137 70 internal_count=1330927 13111 10188 2923 2876 1221 8967 6486 705 836 259 167 2737 2013 307 1706 1678 878 800 216 127 95 94 662 2481 1650 1200 159 137 70 is_linear=0 shrinkage=0.05 Tree=674 num_leaves=31 num_cat=1 split_feature=28 29 36 90 12 136 106 13 16 29 27 43 38 43 29 3 62 30 31 15 23 80 37 33 15 127 15 22 126 40 split_gain=3.91138 14.0539 14.566 19.6073 22.4693 15.8731 15.8051 13.4947 24.4575 22.0867 25.6054 21.3358 31.577 16.1152 15.968 15.1533 14.6506 21.6946 13.1284 12.6893 14.7689 12.6216 15.4202 23.7883 19.7561 20.1672 13.6831 12.198 12.1829 13.8706 threshold=1011.4500122070314 1011.2500000000001 11.750000000000002 -0.97088074684143055 3.3149999380111699 0 -0.97376525402069081 4.4149999618530282 12.699999809265138 1000.4500122070314 209.50000000000003 12.449999809265138 13.34999990463257 9.0500001907348651 997.45001220703136 158.50000000000003 0.82766079902648937 997.54998779296886 997.35000610351574 0.76499998569488536 5.2349998950958261 289.23899841308599 9.5500001907348651 11.449999809265138 5.1150000095367441 -0.99809679388999928 3.4250000715255742 11.015000343322756 -0.99901017546653736 11.150000095367433 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 6 7 -5 9 13 10 14 15 -13 18 -4 -12 17 -10 -9 -11 -21 22 26 -24 28 -26 -6 -22 -25 -30 right_child=-2 -3 5 4 21 -7 -8 8 16 19 11 12 -14 -15 -16 -17 -18 -19 -20 20 27 -23 23 24 25 -27 -28 -29 29 -31 leaf_value=0.0018289946789044967 -5.194439198534913e-05 0.0013517105686643369 -0.018272711387902929 0.0074071025275596423 -0.0076164352692354199 0.00012726747456102513 -0.00078141558721475744 0.028941791074780315 0.044996755867032334 0.038759457323855412 0.0047902114941996143 0.090199923089572365 0.010152061171406372 -0.025739890219833535 0.016401497618062422 0.036634094195981182 -0.018086837487405718 0.0027296744675196181 -0.0093327603218818292 -0.010211571617619163 0.00260902244107627 0.00047496178683418199 -0.0075929007941329717 0.018345118546858431 0.05709950971603394 0.0085227555891524264 0.0068281076441342034 0.034558904456595582 -0.001456887993287196 -0.016538654649148471 leaf_weight=5743 1097970 22834 69 605 243 164423 22691 26 32 24 94 28 22 157 64 62 78 592 162 227 7096 1499 4007 68 25 147 504 30 1231 174 leaf_count=5743 1097970 22834 69 605 243 164423 22691 26 32 24 94 28 22 157 64 62 78 592 162 227 7096 1499 4007 68 25 147 504 30 1231 174 internal_value=-1.24623e-05 0.000173624 4.5602e-05 -0.000855821 -0.00135011 0.000237857 -0.000568759 0.0023101 -0.00301384 0.00303551 0.0155145 0.026556 0.0549789 -0.0139147 -0.00158738 0.0174461 0.00234343 0.00489722 -0.00403947 0.00246206 0.00234358 -0.00365479 -0.00462221 -0.00551453 -0.000451887 0.0155833 0.00212928 0.00274353 -0.0023243 -0.00332467 internal_weight=1.33093e+06 232957 210123 36937 31194 173186 23296 8763 1047 7716 339 206 50 345 133 156 702 624 188 7377 7353 7898 6399 5652 1645 172 747 7126 1473 1405 internal_count=1330927 232957 210123 36937 31194 173186 23296 8763 1047 7716 339 206 50 345 133 156 702 624 188 7377 7353 7898 6399 5652 1645 172 747 7126 1473 1405 cat_boundaries=0 1 cat_threshold=12 is_linear=0 shrinkage=0.05 Tree=675 num_leaves=31 num_cat=0 split_feature=63 31 126 6 1 32 3 19 108 83 67 121 111 83 36 38 72 10 36 53 65 126 78 67 74 121 11 69 8 3 split_gain=4.61842 11.5246 15.2536 15.2736 33.6401 23.3259 24.2692 20.4519 18.7844 17.4318 12.7366 12.2978 14.9205 17.5997 14.315 11.5472 26.4308 11.3579 15.8079 11.3325 12.0686 10.6751 9.73598 14.3504 9.59561 9.41406 16.8413 11.0796 12.6041 10.235 threshold=0.66959071159362804 1017.1499938964845 -0.60873827338218678 3.5499999523162846 247.50000000000003 12.150000095367433 159.50000000000003 13.344999790191652 -0.84033736586570729 291.29116821289068 22.814999580383304 0.078456107527017607 -0.90038016438484181 267.79792785644537 12.250000000000002 11.250000000000002 0.86071184277534496 16.94999980926514 11.449999809265138 44.454999923706062 30.095000267028812 -0.96359375119209278 3.054999947547913 13.184999942779543 0.82608202099800121 -0.90255093574523915 5.4500000476837167 295.75921630859381 8.7500000000000018 312.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 5 6 17 15 -8 21 -11 -9 -13 14 24 16 -7 -5 -19 22 -21 -6 23 -17 -14 26 -4 -28 -29 -30 right_child=1 2 25 4 9 7 8 11 -10 10 -12 12 13 -15 -16 19 -18 18 -20 20 -22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=-2.4901455841297401e-05 -0.00015454375966197486 0.00028282047156022628 0.00025735175113794894 0.0039406070774826952 0.020104078905812155 0.0037049075268441815 -0.012059348516930569 -0.0032258360483548784 -0.00091418934978416727 0.0093804075942898642 0.041212297811500403 -0.0099243710479432982 0.047308639677034491 -0.0016020999742049381 0.0094439214466321419 0.0083630290905564609 0.07489768872884188 0.060833006174791426 -0.001278881538892165 -0.0041493441830290131 0.023891890533810148 0.0046822858651800825 0.0058025472834785617 0.04676769331500337 0.01427874108343277 0.0002034804112279038 0.0030396784885431604 0.007101448347352643 0.013147294030499621 0.038379576320331253 leaf_weight=1134110 95876 6755 3923 1934 174 32 456 669 2212 48 91 140 45 343 548 71 22 21 20 47 209 316 1123 37 43 79055 1428 638 111 63 leaf_count=1134110 95876 6755 3923 1934 174 32 456 669 2212 48 91 140 45 343 548 71 22 21 20 47 209 316 1123 37 43 79055 1428 638 111 63 internal_value=1.38687e-05 0.00023769 0.000611601 0.00206218 0.00345964 0.00258129 0.000291148 0.00577539 -0.00281906 0.0145919 0.03022 0.0021371 0.00534335 0.00752668 0.0124499 0.00999684 0.0327094 0.00449268 0.0305345 0.00917204 0.0187437 0.0101586 0.00718151 0.0215202 0.031169 0.000350212 0.00223239 0.00569136 0.0103547 0.0222831 internal_weight=1.33056e+06 196450 100574 15356 8601 7972 4643 3329 2668 629 139 1788 1119 979 636 1541 54 1975 41 1487 256 490 1231 108 88 85218 6163 2240 812 174 internal_count=1330560 196450 100574 15356 8601 7972 4643 3329 2668 629 139 1788 1119 979 636 1541 54 1975 41 1487 256 490 1231 108 88 85218 6163 2240 812 174 is_linear=0 shrinkage=0.05 Tree=676 num_leaves=31 num_cat=3 split_feature=63 20 10 127 0 136 78 28 99 2 0 136 87 66 136 13 55 52 32 35 38 30 97 33 8 0 38 17 8 15 split_gain=4.16812 11.0234 13.7231 13.7705 40.414 24.3609 17.7706 17.7256 33.2521 16.6944 15.4967 14.1066 14.1395 14.7446 12.6713 12.5399 12.3482 23.5112 18.4014 21.4772 12.8191 15.2983 15.4028 18.5301 12.5865 13.1428 12.2897 11.673 17.7328 12.5748 threshold=0.66959071159362804 7.3150000572204599 0.35000000894069677 -0.14780378341674802 284.50000000000006 0 49.655000686645515 1010.2500000000001 -0.97975987195968617 163.50000000000003 313.50000000000006 1 0.80305102467536937 28.375000000000004 2 1.1449999809265139 50.125000000000007 23.039999961853031 9.5500001907348651 10.34999990463257 11.550000190734865 1019.3500061035157 -0.93091005086898793 10.150000095367433 12.150000095367433 157.50000000000003 13.34999990463257 15.405000209808351 9.7500000000000018 1.235000014305115 decision_type=2 2 2 2 2 1 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 14 4 6 7 11 8 10 -8 -6 12 15 -14 -2 -4 -13 18 -18 -20 21 22 -19 -24 -21 -26 -22 -9 -29 -30 right_child=1 -3 3 -5 5 -7 9 27 -10 -11 -12 16 13 -15 -16 -17 17 20 19 24 26 -23 23 -25 25 -27 -28 28 29 -31 leaf_value=-2.3656383552718955e-05 0.010702958369175333 -2.5451027353369187e-05 0.027351524981741721 0.00020324994963033194 0.027795967378187927 0.0017973147695441007 0.03649070836317081 0.0078521160144149529 0.008116636724211276 0.004529613897797059 0.085421637419079044 0.00050028149477188654 -0.0050763817576697408 -0.022580481946166887 0.0019635079080212647 -0.0016124077879037747 -0.0089522534928653599 0.0052145401239205077 0.058101529211394103 0.028650579223834467 -0.012567397685303728 -0.028498951668318895 0.07666031181812287 0.016007440129075855 0.024989233106713405 -0.011386456065239352 0.0068318275811069529 0.0089690355866072265 0.061127722967002134 0.020394804337411188 leaf_weight=1134110 633 135481 39 43950 20 1413 65 1581 75 110 28 9356 395 173 1212 894 53 98 38 115 214 21 20 34 44 57 132 123 36 40 leaf_count=1134110 633 135481 39 43950 20 1413 65 1581 75 110 28 9356 395 173 1212 894 53 98 38 115 214 21 20 34 44 57 132 123 36 40 internal_value=1.31753e-05 0.000225805 0.000784129 0.000651616 0.00195027 0.00682986 0.000585723 0.010502 0.0289144 0.0164009 0.0614109 0.000348827 -0.00416041 -0.0104077 0.00503057 -0.000401697 0.00101665 0.00687783 0.0178459 0.0234377 0.00038995 0.0115029 0.0170295 0.0384715 0.0173394 0.00446038 -0.00516654 0.00928864 0.0207014 0.0396893 internal_weight=1.33056e+06 196450 60969 59124 15174 3316 11858 1903 123 175 48 11683 1501 568 1845 933 10182 826 307 254 519 173 152 54 216 101 346 1780 199 76 internal_count=1330560 196450 60969 59124 15174 3316 11858 1903 123 175 48 11683 1501 568 1845 933 10182 826 307 254 519 173 152 54 216 101 346 1780 199 76 cat_boundaries=0 1 2 3 cat_threshold=837 5137 256 is_linear=0 shrinkage=0.05 Tree=677 num_leaves=31 num_cat=7 split_feature=125 136 126 20 7 103 123 34 0 122 136 5 1 136 4 11 38 9 4 120 136 7 136 4 136 124 28 136 125 13 split_gain=4.08312 9.18706 9.89946 10.1849 10.7011 9.83085 9.36326 8.67963 7.37964 15.9763 12.0156 10.7234 9.31989 14.9168 18.2623 15.9772 10.7649 9.43609 27.5034 17.7872 30.816 17.5585 17.4376 16.9126 18.7987 16.3854 15.1544 15.3316 18.5589 27.4192 threshold=0.95878320932388317 0 0.96359375119209301 5.9549999237060556 2.1499999761581425 0.20930548757314685 -0.33379416167736048 7.0499999523162851 335.50000000000006 -0.36648726463317866 1 7.4500000476837167 328.50000000000006 2 6.3500001430511483 7.4500000476837167 9.4499998092651385 8.3499999046325701 4.7500000000000009 -0.62249094247817982 3 4.9500000476837167 4 6.6499998569488534 5 -0.76037701964378346 1018.1499938964845 6 -0.82409480214118946 3.8649998903274541 decision_type=2 1 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 1 2 1 2 1 2 2 1 2 2 left_child=8 2 -2 4 -4 6 -6 -7 12 10 -10 -12 17 -14 -15 -16 -17 23 22 20 -20 -22 -19 -1 -25 -26 27 28 29 -21 right_child=1 -3 3 -5 5 7 -8 -9 9 -11 11 -13 13 14 15 16 -18 18 19 26 21 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=1.0305133517448644e-05 0.00027287189592680605 8.7597059176171337e-05 -0.0039495892442871564 0.0014379396294471321 0.023191053770222847 0.015237280785587851 0.0037664302203180358 0.0040646240651146734 -0.0001657742865840633 0.00044370931347076381 -0.00086721042013901027 -0.0027585151864315599 -0.0014620186814231523 -4.8653892167609948e-05 0.0033566555933355227 0.0065078028208513652 0.0008064676158742682 -3.7585690168911898e-06 -0.00051907359492350932 -0.0041625842690155568 0.0034604541365911706 0.00063235109103080102 0.0046233483861545781 0.0018283696767014191 -0.0032523269033972384 0.00046102856742739662 -0.0016086923237147285 -6.6311092384288597e-05 -0.0004410255816863028 0.001585663942484231 leaf_weight=663115 11303 91584 287 6528 156 192 103 1837 26977 32371 19237 12278 8843 42424 8464 848 34992 3634 95937 9451 6078 56567 4637 27914 3492 19901 36043 81799 20910 2658 leaf_count=663115 11303 91584 287 6528 156 192 103 1837 26977 32371 19237 12278 8843 42424 8464 848 34992 3634 95937 9451 6078 56567 4637 27914 3492 19901 36043 81799 20910 2658 internal_value=1.2522e-05 0.000301446 0.00126056 0.00248834 0.00515126 0.00629284 0.0154662 0.00512187 -1.4031e-05 -0.000447509 -0.000940733 -0.00160354 2.08957e-05 0.000493266 0.00069272 0.00140279 0.000941365 -2.28436e-05 -0.000249546 -0.000325602 4.41367e-05 0.000906597 0.00259594 7.79745e-05 0.000952564 -9.32443e-05 -0.000714265 -0.000433491 -0.00134269 -0.00290081 internal_weight=1.33056e+06 111990 20406 9103 2575 2288 259 2029 1.21857e+06 90863 58492 31515 1.12771e+06 95571 86728 44304 35840 1.03214e+06 317714 309443 158582 62645 8271 714422 51307 23393 150861 114818 33019 12109 internal_count=1330560 111990 20406 9103 2575 2288 259 2029 1218570 90863 58492 31515 1127707 95571 86728 44304 35840 1032136 317714 309443 158582 62645 8271 714422 51307 23393 150861 114818 33019 12109 cat_boundaries=0 1 2 3 4 5 6 7 cat_threshold=128 6237 128 6508 6242 1510 2073 is_linear=0 shrinkage=0.05 Tree=678 num_leaves=31 num_cat=1 split_feature=60 36 37 12 52 72 57 132 8 39 55 35 120 30 91 81 111 136 29 30 101 122 96 79 30 37 84 23 22 84 split_gain=4.15976 6.30613 9.05485 6.53933 6.10578 8.36052 8.51696 11.1797 10.6168 7.50251 11.6659 12.8306 8.91149 16.7209 11.0276 16.6219 10.4186 10.7605 10.8896 8.55769 11.6386 8.55363 8.45256 8.37863 7.41452 8.46386 10.233 9.93078 7.04696 6.8886 threshold=0.93688204884529125 15.949999809265138 16.349999427795414 3.1149998903274541 122.03499984741212 0.91978937387466442 277.59364318847662 1020.4500122070314 8.2500000000000018 11.250000000000002 21.125000000000004 10.949999809265138 -0.49240480363368982 1007.9500122070314 -0.84926819801330555 284.48640441894537 -0.62687724828720082 0 1020.4500122070314 1006.3500061035157 0.14123345166444781 -0.25037047266960138 -0.99688759446144093 2.8950001001358037 1014.4500122070314 12.150000095367433 0.78995516896247875 11.385000228881838 8.9650001525878924 0.81874418258667003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 -2 -1 6 7 -6 -9 10 11 -8 13 14 15 22 21 18 28 20 -12 -15 -11 -14 25 -19 -27 -28 -18 -26 right_child=1 2 -4 -5 5 -7 9 8 -10 12 19 -13 23 16 -16 -17 17 24 -20 -21 -22 -23 -24 -25 29 26 27 -29 -30 -31 leaf_value=6.1040083625249292e-06 0.00090161560100001292 0.027247997979785124 -0.0082016056463603045 -0.0043703480565923641 -0.00050708843478008958 -0.00486281672778811 0.0014797766795744758 -0.0059964505722746256 -0.050084244917062197 0.003141831998910868 0.0095256055203767932 0.029804641087711966 0.012441618900233604 -0.019629981236939785 0.056041364260017872 -0.023453162999993022 0.043774102987455474 -0.013437257224161711 -0.005171345539677602 -0.0025880570732219246 -0.029970690291939363 0.0068975693930524917 0.033507890351116662 0.0010793558740483785 -0.00020576428559929673 0.023139910174757933 0.0018567782088211972 0.036623709940392039 0.016725628842534715 0.006590457709703546 leaf_weight=1317185 936 43 31 1583 2430 540 154 36 22 33 26 54 169 80 20 22 28 35 52 700 66 49 75 4062 1019 135 192 23 172 588 leaf_count=1317185 936 43 31 1583 2430 540 154 36 22 33 26 54 169 80 20 22 28 35 52 700 66 49 75 4062 1019 135 192 23 172 588 internal_value=1.18975e-05 -0.00198879 0.0123975 -0.00241141 1.5804e-05 0.00120081 0.00152051 -0.0010249 -0.0227194 0.00233725 -0.0017047 0.00883335 0.0029357 0.00528765 0.0214775 0.01616 0.00426427 0.00505861 0.014632 -0.00447227 -0.0188087 -0.00955362 0.0242294 0.0015332 0.00375522 0.0100063 0.0123507 0.00557603 0.0205124 0.00228097 internal_weight=1.33056e+06 2593 74 2519 1.32797e+06 10782 10242 2488 58 7754 1000 208 6754 2523 150 130 2373 2244 252 792 92 129 108 4231 1992 385 350 215 200 1607 internal_count=1330560 2593 74 2519 1327967 10782 10242 2488 58 7754 1000 208 6754 2523 150 130 2373 2244 252 792 92 129 108 4231 1992 385 350 215 200 1607 cat_boundaries=0 1 cat_threshold=148 is_linear=0 shrinkage=0.05 Tree=679 num_leaves=31 num_cat=4 split_feature=13 90 133 32 14 136 127 32 36 40 27 82 36 11 71 39 34 28 15 136 0 136 36 36 39 136 29 32 39 28 split_gain=4.05439 3.95408 5.20025 6.86315 4.20505 18.1119 14.1631 21.7697 25.7935 28.5432 22.7883 21.6147 17.5958 23.3762 21.7062 21.2849 17.2233 26.5198 17.3274 20.3576 16.4501 16.4297 16.2078 16.1878 15.9361 17.3915 22.2 16.1954 26.0221 20.917 threshold=0.50499999523162853 -0.99944975972175587 1024.549987792969 11.550000190734865 2.4850000143051152 0 -0.061046212911605828 11.449999809265138 11.550000190734865 11.449999809265138 189.50000000000003 260.51365661621099 13.550000190734865 9.6500000953674334 285.68368530273443 16.150000572204593 10.650000095367433 1023.8500061035157 3.3549998998641972 1 249.50000000000003 2 11.84999990463257 11.250000000000002 15.550000190734865 3 1026.350036621094 12.750000000000002 12.949999809265138 1016.6499938964845 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 1 2 2 2 2 left_child=-1 2 -2 -4 -3 -6 7 10 9 11 -7 -9 14 -14 21 20 17 18 -8 -20 -15 22 23 -12 25 26 27 -10 -29 -30 right_child=1 4 3 -5 5 6 16 8 24 -11 12 -13 13 15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0014393814994072818 -0.00070704313151693165 7.7902750357637733e-05 0.03718537501990795 0.00039915578672662378 -0.0019346658047340584 -0.0079214370573281144 0.00059254564169575099 0.006197697080676765 -0.00059256767954289549 -0.0086637094335971689 -0.0015043329468867146 -0.0073806466087684335 -0.00070655265881660928 0.012043448558333928 0.0010445641222377713 0.052133251475087107 -0.00014568484648483631 -0.0013832780332202043 0.004731481281718096 0.0013420847415738081 -0.003599807188653833 -0.005147603137897346 0.00083018936972233831 -0.0051394398295816542 -0.0038850306076070006 -0.0014398050851065726 -0.010312483818313284 0.0051168359611566301 -0.00174462517336035 0.0036594386151029461 leaf_weight=4799 20764 991713 21 32 13334 1359 37069 3608 8212 417 11009 319 1792 624 5961 28 155222 11566 6434 14269 230 4242 4746 4243 2859 12926 433 4869 4475 2985 leaf_count=4799 20764 991713 21 32 13334 1359 37069 3608 8212 417 11009 319 1792 624 5961 28 155222 11566 6434 14269 230 4242 4746 4243 2859 12926 433 4869 4475 2985 internal_value=1.13026e-05 1.65538e-05 -0.000667117 0.0149748 2.746e-05 -0.000132246 -5.20402e-05 -0.000645275 0.000130407 0.00377396 -0.0015766 0.00509469 -0.00131431 0.0025732 -0.00165851 0.00923683 0.00014698 0.000802149 0.00123967 0.00239836 0.00783039 -0.00232324 -0.0017207 -0.00251559 -0.000300171 2.16257e-06 0.00089109 0.00112769 0.00227351 0.000417725 internal_weight=1.33056e+06 1.32576e+06 20817 53 1.30494e+06 313231 299897 75337 41103 4344 34234 3927 32875 2674 30201 882 224560 69338 57772 20703 854 24240 19998 15252 36759 33900 20974 20541 12329 7460 internal_count=1330560 1325761 20817 53 1304944 313231 299897 75337 41103 4344 34234 3927 32875 2674 30201 882 224560 69338 57772 20703 854 24240 19998 15252 36759 33900 20974 20541 12329 7460 cat_boundaries=0 1 2 3 4 cat_threshold=6176 392 472 1432 is_linear=0 shrinkage=0.05 Tree=680 num_leaves=31 num_cat=2 split_feature=35 34 76 103 34 6 77 136 28 32 15 65 62 120 125 9 83 28 31 127 29 0 28 32 18 37 76 136 9 33 split_gain=5.23854 17.2251 22.3729 27.5069 16.8155 26.4314 17.6977 14.6409 20.0024 14.5476 14.28 16.8245 16.536 13.3533 13.3267 15.4272 12.3307 11.5301 19.9573 14.3073 23.4523 28.5677 31.37 16.6294 16.3868 15.806 15.2018 18.0827 28.1234 24.9729 threshold=11.150000095367433 11.650000095367433 22.054999351501468 -0.47684057056903834 10.650000095367433 10.34999990463257 9.2849998474121112 0 1009.8500061035157 11.449999809265138 1.6950000524520876 5.4649999141693124 0.45342700183391577 0.1650413200259209 -0.84335932135581959 19.150000572204593 311.63777160644537 1009.5499877929689 1008.4500122070314 -0.70088258385658253 1001.9500122070314 132.50000000000003 997.54998779296886 12.449999809265138 13.344999790191652 11.250000000000002 42.295000076293952 1 12.650000095367433 13.050000190734865 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=4 2 9 -4 -1 6 -6 10 -9 -2 11 -5 -13 16 15 -15 -7 19 -19 20 21 22 -3 24 25 -23 27 -25 29 -29 right_child=1 17 3 7 5 13 -8 8 -10 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 23 -24 26 -26 -27 -28 28 -30 -31 leaf_value=1.5234844056605264e-06 -0.00015414576971605476 0.0053602951711086049 -0.0084424564754178501 0.0015780098200104059 7.7955959070317895e-05 -0.0049638014201078178 -0.0017180282804296382 -0.0010417103699455039 0.0059597057162510151 0.001219011028479082 0.00059443133089658864 0.03944378878222779 -0.00097956986644783537 0.002862467558571813 -0.0050133027161147871 0.023278987133292326 -0.00090999530287041584 -0.0028422035366374764 -5.6429244954047299e-05 0.00025904748712660629 0.0012094614079198446 0.010244415637750465 0.050493600243678341 0.0059594808981017766 0.011333344780611009 -0.012227774060094034 -0.0020467485827511222 0.012328098102841738 0.0096747189633695566 0.056159712031616696 leaf_weight=275057 49328 77 537 156 45423 6656 19651 1250 5547 31673 5176 80 37 684 469 107 2612 6481 802680 64669 10843 104 77 516 181 316 238 53 196 84 leaf_count=275057 49328 77 537 156 45423 6656 19651 1250 5547 31673 5176 80 37 684 469 107 2612 6481 802680 64669 10843 104 77 516 181 316 238 53 196 84 internal_value=-1.41467e-05 4.51808e-05 0.000689574 0.00263357 -0.000180002 -0.000840433 -0.000464394 0.00311927 0.00466525 0.000382786 0.00118011 0.0123276 0.0266603 -0.00316474 0.00166471 0.00562425 -0.00382132 -2.29892e-05 -7.8742e-05 0.000560212 0.00209557 0.00731169 0.0279269 0.00543092 -0.0012433 -0.00666323 0.00912108 0.0122518 0.0211867 0.039203 internal_weight=1.33096e+06 980299 93784 12783 350659 75602 65074 12246 6797 81001 5449 273 117 10528 1260 791 9268 886515 809161 77354 12685 1842 154 1688 601 420 1087 849 333 137 internal_count=1330958 980299 93784 12783 350659 75602 65074 12246 6797 81001 5449 273 117 10528 1260 791 9268 886515 809161 77354 12685 1842 154 1688 601 420 1087 849 333 137 cat_boundaries=0 1 2 cat_threshold=1840 2292 is_linear=0 shrinkage=0.05 Tree=681 num_leaves=31 num_cat=3 split_feature=52 20 64 4 56 84 93 103 126 30 136 79 99 120 95 34 136 111 120 39 0 136 24 123 69 18 36 21 36 82 split_gain=5.44935 11.5995 19.6449 11.5413 12.5393 11.6737 11.5814 11.53 12.9679 12.6933 14.2947 15.9159 11.6311 11.3804 11.0166 14.4147 10.6244 10.5513 9.61118 14.955 19.8867 11.7738 11.6022 11.9559 9.54585 9.7879 14.1016 9.44038 9.16943 11.5534 threshold=39.354999542236335 9.4349999427795428 23.875000000000004 8.4499998092651385 269.04283142089849 0.70308452844619762 -0.30389262735843653 0.17811219394207004 -0.60873827338218678 1012.1499938964845 0 16.714999198913578 -0.90576183795928944 -0.68832838535308827 0.4365841299295426 13.34999990463257 1 -0.90038016438484181 -0.78257837891578663 14.750000000000002 252.50000000000003 2 298.50000000000006 -0.72534674406051625 302.57760620117193 15.405000209808351 13.34999990463257 10.775000095367433 15.550000190734865 306.42814636230474 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=-1 2 17 -4 5 6 -5 8 -6 10 -9 12 14 -14 -12 -16 -3 -2 19 21 -21 22 -19 -24 -13 -26 -27 -20 29 -22 right_child=1 16 3 4 7 -7 -8 9 -10 -11 11 24 13 -15 15 -17 -18 18 27 20 28 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=-3.7910181530701334e-05 -0.0033304392002218479 0.0012013434303193404 0.0012837766367424716 0.04177772681029248 -0.00041947983394602357 0.0019943370012630215 0.0089293668152379772 -0.0033913296378884684 -0.0079222272625938065 -0.0014663610600134161 0.015603060572376027 -0.0035315435292432086 0.031052455864846708 0.0025571775674231591 0.01702685071191249 0.070762904966250068 -0.00078990691519462716 0.0043554691779934393 0.0025473158236721544 0.063679315877909023 0.016734592694576764 -0.0014400491659845296 0.047187649633882472 0.013056612986617403 0.0043883352032370853 0.052947247515504184 -0.0021407395667795625 0.017629015798281349 0.0072496815486509285 0.060903631746768952 leaf_weight=1257384 650 9093 14800 35 1068 1570 115 612 1250 7727 145 428 41 241 26 24 25358 202 8784 22 57 411 38 79 464 26 21 105 162 20 leaf_count=1257384 650 9093 14800 35 1068 1570 115 612 1250 7727 145 428 41 241 26 24 25358 202 8784 22 57 411 38 79 464 26 21 105 162 20 internal_value=-1.34371e-05 0.000404809 0.000993941 0.000314013 -0.000726551 0.00326756 0.016594 -0.00129558 -0.0044654 -0.000542362 0.00297822 0.00571476 0.0131926 0.00670011 0.0225818 0.0428202 -0.000264217 0.00284021 0.00324617 0.00791674 0.018189 0.00424404 0.0112596 0.0241419 0.00197695 0.00659072 0.0283335 0.00272547 0.0140016 0.0282071 internal_weight=1.33096e+06 73574 39123 28593 13793 1720 150 12073 2318 9755 2028 1416 477 282 195 50 34451 10530 9880 991 261 730 319 117 939 511 47 8889 239 77 internal_count=1330958 73574 39123 28593 13793 1720 150 12073 2318 9755 2028 1416 477 282 195 50 34451 10530 9880 991 261 730 319 117 939 511 47 8889 239 77 cat_boundaries=0 1 2 3 cat_threshold=1217 4612 4998 is_linear=0 shrinkage=0.05 Tree=682 num_leaves=31 num_cat=1 split_feature=52 20 64 72 19 136 5 67 84 8 56 103 126 84 102 84 23 130 81 32 35 105 76 31 77 98 8 30 17 79 split_gain=4.91733 10.4674 17.7294 10.1314 9.98478 9.58938 9.40907 11.9272 13.9973 9.14266 11.1099 12.5666 12.7917 10.9439 10.263 9.54198 9.19532 10.6607 13.9208 9.30143 14.5534 12.7231 14.9887 16.8822 9.0253 25.3259 9.95999 9.56611 9.01999 17.3213 threshold=39.354999542236335 9.4349999427795428 23.875000000000004 0.75191497802734386 11.269999980926515 0 10.150000095367433 26.07499980926514 0.88063254952430736 11.250000000000002 269.04283142089849 0.17811219394207004 -0.62249094247817982 0.70308452844619762 -0.5652467906475066 0.65049901604652416 10.215000152587892 162.50000000000003 309.23327636718756 13.750000000000002 13.84999990463257 -0.65555208921432484 28.505000114440922 1001.8500061035157 31.634999275207523 -0.99717107415199269 15.550000190734865 1014.4500122070314 17.029999732971195 8.6050000190734881 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 24 -6 -8 -9 14 13 12 -12 15 -4 -11 19 -18 -19 20 28 22 -22 -24 27 -26 -27 -3 -13 -30 right_child=1 5 9 4 6 -7 7 8 -10 10 11 16 -14 -15 -16 -17 17 18 -20 -21 21 -23 23 -25 25 26 -28 -29 29 -31 leaf_value=-3.6014672861526605e-05 0.0008954698200543574 -0.0019966659037232073 -0.0078386399024939837 -0.0033855013576914424 0.0038032106599425897 -0.00075042713736566834 0.01399767450556539 -0.0074207217294086541 0.022909927538828926 0.0028708994151735358 -0.00063793562253112621 -0.0011207259490750305 -0.0087443992661416121 0.001951652076872234 0.0012158034344967653 0.030871363291225862 0.0034138939909467928 0.050260869554918389 -0.0012186930577930376 -0.0046333245200258968 0.00085422305775216176 -0.0040976389499688994 0.065167702560353535 0.01866830634747365 0.052258375336532485 0.0092428285808337837 -0.021754258980734215 0.0018265012749922515 0.046883591068466623 0.0038897395136603024 leaf_weight=1257384 4479 2164 319 422 4905 25358 515 159 50 58 910 5682 1046 1414 16535 64 522 29 24 1415 101 118 23 129 32 158 31 6708 27 177 leaf_count=1257384 4479 2164 319 422 4905 25358 515 159 50 58 910 5682 1046 1414 16535 64 522 29 24 1415 101 118 23 129 32 158 31 6708 27 177 internal_value=-1.27669e-05 0.000384538 0.000944182 0.00269813 0.00403247 -0.000251 0.00458859 0.0099094 -0.000164586 0.000298253 -0.00077305 -0.00136987 -0.00497299 0.00319135 0.00104443 0.0175597 -0.000515289 0.00558325 0.0269494 -0.000972361 -0.000144446 0.00946044 0.015784 0.0257044 0.00114134 0.0111233 0.00415865 0.000893979 -0.000749851 0.0095801 internal_weight=1.33096e+06 73574 39123 10530 6051 34451 5629 724 209 28593 11739 10203 1956 1536 16854 122 8247 575 53 7672 6257 371 253 152 9093 221 189 8872 5886 204 internal_count=1330958 73574 39123 10530 6051 34451 5629 724 209 28593 11739 10203 1956 1536 16854 122 8247 575 53 7672 6257 371 253 152 9093 221 189 8872 5886 204 cat_boundaries=0 1 cat_threshold=4612 is_linear=0 shrinkage=0.05 Tree=683 num_leaves=31 num_cat=2 split_feature=35 34 76 33 136 76 35 108 103 39 80 43 87 8 123 14 1 117 23 111 111 136 83 82 95 15 19 56 8 134 split_gain=4.74581 17.1471 24.7608 14.1143 18.3547 16.9323 31.2353 21.1335 36.535 20.2448 25.7818 14.5572 14.4653 14.2509 15.2846 12.8236 12.7008 12.5499 13.1312 14.4722 12.4185 12.3441 13.1263 11.3965 11.1245 12.2927 11.0553 11.2654 10.9837 13.1402 threshold=10.949999809265138 10.949999809265138 22.054999351501468 9.3499999046325701 0 12.605000019073488 9.3499999046325701 -0.14352425932884214 -0.62213802337646473 14.750000000000002 274.31733703613287 5.6499998569488534 0.87713658809661876 11.150000095367433 -0.28400452435016627 4.2349998950958261 287.50000000000006 0.85260769724845897 5.9249999523162851 -0.23408629000186917 -0.97609320282936085 1 290.53460693359381 217.88244628906253 0.10854870826005937 3.7549999952316289 17.029999732971195 293.88679504394537 10.550000190734865 1023.0499877929689 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=3 2 -2 5 24 -1 9 -8 -9 11 -11 13 28 23 15 21 -13 -6 -19 -20 -4 26 -23 -7 -5 -26 -15 -28 29 -10 right_child=1 -3 20 4 17 6 7 8 12 10 -12 16 -14 14 -16 -17 -18 18 19 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-6.0425805376915635e-05 0.00057228192438948434 1.4156277888840924e-06 -0.0074807660661767739 0.0004162962901454486 -0.00021271470109275422 0.0067672578537013479 -0.0028122502631995846 0.05453573264277134 0.0050557733632386713 0.05951451602038639 0.0087531673769302831 0.0090322116218019468 0.0011253477123433675 0.0028329622073160702 -0.0049962042920702185 -0.0070344827425769946 0.052443268652195521 -0.0055258506564092383 0.029804973404143793 -0.0011684128433883153 0.0047904378584194239 0.014587006744389059 -0.0080588062092992654 0.00066055841749468325 -0.0033273891905537599 0.00097569015440584789 0.0038776362008814298 0.044923759758239618 0.011873400980162502 0.045800360556750096 leaf_weight=168401 31273 970316 215 3536 111341 842 739 39 1867 29 182 63 1138 1994 2398 498 23 2254 38 5003 5023 74 473 8248 11888 1929 35 32 1047 20 leaf_count=168401 31273 970316 215 3536 111341 842 739 39 1867 29 182 63 1138 1994 2398 498 23 2254 38 5003 5023 74 473 8248 11888 1929 35 32 1047 20 internal_value=-1.21289e-05 4.14417e-05 0.00110517 -0.000178531 -0.000566619 0.000101978 0.00148737 0.00497234 0.00637172 0.000352313 0.0157298 0.000131287 0.00591042 1.04203e-05 -0.0019975 0.000317661 0.0206421 -0.000344319 -0.00235343 -0.00093493 0.00428675 0.00172156 -0.00490552 0.00122622 -0.002085 -0.00272663 0.0034873 0.0234818 0.00776639 0.00548762 internal_weight=1.33096e+06 1.00683e+06 36511 324131 135989 188142 19741 4850 4111 14891 211 14680 4072 14594 5504 3106 86 118636 7295 5041 5238 2608 547 9090 17353 13817 2061 67 2934 1887 internal_count=1330958 1006827 36511 324131 135989 188142 19741 4850 4111 14891 211 14680 4072 14594 5504 3106 86 118636 7295 5041 5238 2608 547 9090 17353 13817 2061 67 2934 1887 cat_boundaries=0 1 2 cat_threshold=7425 658 is_linear=0 shrinkage=0.05 Tree=684 num_leaves=31 num_cat=2 split_feature=72 70 136 60 52 64 77 35 34 35 136 33 23 76 55 14 108 55 103 83 37 126 83 12 108 66 57 26 35 23 split_gain=4.56397 10.6471 11.2642 10.1791 10.8761 15.5853 12.0629 12.3616 28.0864 23.1555 17.31 16.6564 14.9422 13.747 11.3425 11.2286 10.9984 14.4493 10.6464 10.9549 11.5379 9.94292 10.203 9.63975 11.8463 10.015 9.55777 9.46162 9.21057 9.13587 threshold=0.83312606811523449 247.94342041015628 0 0.57356831431388866 7.5950000286102304 5.5850000381469735 23.045000076293949 10.150000095367433 10.84999990463257 11.34999990463257 1 9.4499998092651385 5.3450000286102304 35.715000152587898 5.5350000858306894 1.5850000381469729 -0.99419188499450672 2.6149998903274541 -0.14130815118551251 336.72061157226568 10.050000190734865 0.83385404944419872 328.81687927246099 2.185000061988831 -0.89620453119277943 19.605000495910648 274.36268615722662 223.50000000000003 10.750000000000002 6.4249999523162851 decision_type=2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 23 29 4 6 14 -1 11 12 -10 16 18 13 -9 15 -6 17 -11 27 -20 -21 22 -12 -2 25 -25 -26 -8 -15 -3 right_child=1 2 -4 -5 5 -7 7 8 9 10 21 -13 -14 28 -16 -17 -18 -19 19 20 -22 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=6.2105827479463887e-06 0.0014257624159153886 0.0017922779480654455 -0.00019345186426653096 -0.0004353834634001799 0.0034825320723235265 0.0013521835691809893 0.042248668130487207 0.006754988084791573 -0.0049291148514991317 0.052076732903718947 -0.0021135304167325137 -0.0062340187969825121 0.0022773025838394943 0.011397084239094208 -0.0010202746861331323 -0.0018237625128410446 0.0020898835603489858 0.0073478240720354603 -0.00166255176721144 0.0059045424919868649 0.05036126587539911 0.00089464484790597069 0.0014417410791228861 -0.0064950248528289761 -0.0069140224260712509 0.0046133132078229324 -0.0018101051352821737 0.006901544722346351 0.038274535088909462 0.00044065711038940173 leaf_weight=913174 1730 14596 68892 147713 3139 34031 25 384 3444 25 15503 2382 3159 60 15986 1461 3838 65 2048 54 20 4889 2320 274 1776 782 1897 78 68 87145 leaf_count=913174 1730 14596 68892 147713 3139 34031 25 384 3444 25 15503 2382 3159 60 15986 1461 3838 65 2048 54 20 4889 2320 274 1776 782 1897 78 68 87145 internal_value=-1.15224e-05 0.000224818 0.000300246 -4.77952e-05 9.10651e-06 0.000695263 -3.02781e-05 -0.000898858 -0.000567272 -0.00107109 -0.000572327 -0.00332835 0.00356154 0.0114852 -0.0003907 0.00179721 0.0024887 0.0197725 -0.000217662 -0.000979659 0.0179199 -0.00110234 -0.00165074 -0.00176785 -0.00293616 0.00173104 -0.00427799 0.0154809 0.0256757 0.000634501 internal_weight=1.33096e+06 177092 170633 1.15387e+06 1.00615e+06 54617 951536 38362 33755 30084 26640 4607 3671 512 20586 4600 3928 90 2225 2122 74 22712 17823 6459 4729 1056 3673 103 128 101741 internal_count=1330958 177092 170633 1153866 1006153 54617 951536 38362 33755 30084 26640 4607 3671 512 20586 4600 3928 90 2225 2122 74 22712 17823 6459 4729 1056 3673 103 128 101741 cat_boundaries=0 1 2 cat_threshold=5012 132 is_linear=0 shrinkage=0.05 Tree=685 num_leaves=31 num_cat=1 split_feature=5 23 35 34 33 86 36 14 29 0 4 40 136 25 38 14 96 28 122 7 33 64 62 109 66 125 28 23 65 120 split_gain=4.84368 4.9279 4.76351 17.8449 14.3552 17.5549 13.8603 26.9603 26.5114 23.9415 13.1567 18.6197 22.3147 18.5078 16.8242 18.0844 16.6314 16.4706 17.1121 15.6523 13.1528 13.3513 12.4101 12.2962 12.0267 12.0122 14.3974 23.243 25.8965 16.5565 threshold=18.44999980926514 8.3649997711181658 11.449999809265138 12.550000190734865 11.750000000000002 0.84260687232017528 12.050000190734865 5.1050000190734872 1007.0499877929689 224.50000000000003 6.4500000476837167 9.8499999046325701 0 282.50000000000006 11.050000190734865 0.78499999642372142 -0.88225072622299183 1024.6499633789065 -0.9099266231060027 10.250000000000002 12.150000095367433 115.05000305175783 0.63876992464065563 -0.97540867328643788 14.824999809265138 -0.9099266231060027 1018.3500061035157 8.1050000190734881 19.795000076293949 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 10 -1 22 7 -5 9 -9 -4 14 -13 -14 15 -12 23 19 -19 25 -8 -22 -6 24 -17 -16 27 -27 29 -29 right_child=1 -3 3 6 5 -7 20 8 -10 -11 11 12 13 -15 17 16 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-3.4447127989007973e-05 -0.0037021407424567957 -0.022039232490880585 0.0001634267140119425 -0.0013250966311284178 -0.0010228581732837166 -0.0030287551458191499 0.0020877004788887161 0.022769966402224132 0.0013463937171359754 0.083640642464160919 0.050823943251743914 0.0060080156584549583 -0.0045475521974444044 -0.00017527420397771406 -0.0018202090140691592 -0.0028163301492375985 0.001860087454395551 0.041323429861222394 0.0045235113154387515 -0.00047891371555402128 -1.1251085590892985e-05 -0.0078401847922210735 0.0015707338519173938 0.0060155726657451416 0.043346097283498496 0.0015895167176378389 0.00022210154935116584 0.011482322066264178 0.0013346934279638389 0.0023314871332010679 leaf_weight=359615 219 44 120663 25874 20979 8770 7500 84 144 20 20 1158 3158 10362 2718 21 6491 32 2466 15880 699661 545 5912 2608 43 19430 12108 1810 1992 680 leaf_count=359615 219 44 120663 25874 20979 8770 7500 84 144 20 20 1158 3158 10362 2718 21 6491 32 2466 15880 699661 545 5912 2608 43 19430 12108 1810 1992 680 internal_value=1.48554e-05 -0.00676994 1.61963e-05 7.76889e-05 -0.000129333 -0.00108619 -3.67842e-05 -0.00116783 0.0152394 0.0344759 0.00049429 0.000987307 -0.000624063 -0.00119567 0.00134405 0.00333046 0.0032268 0.00102468 0.00499493 0.000843095 4.96379e-06 -1.73447e-05 -0.000452656 0.00654691 0.0281991 0.00138503 0.00162689 0.00233822 0.00558392 0.0089833 internal_weight=1.33101e+06 263 1.33074e+06 935468 395276 35661 733828 26122 248 104 201640 80977 14678 13520 66299 9183 9163 57116 2498 54618 707706 700206 26891 2672 64 38738 36020 23912 4482 2490 internal_count=1331007 263 1330744 935468 395276 35661 733828 26122 248 104 201640 80977 14678 13520 66299 9183 9163 57116 2498 54618 707706 700206 26891 2672 64 38738 36020 23912 4482 2490 cat_boundaries=0 1 cat_threshold=5248 is_linear=0 shrinkage=0.05 Tree=686 num_leaves=31 num_cat=1 split_feature=52 12 66 132 79 35 3 136 105 73 23 87 103 0 76 33 38 87 15 60 124 75 39 12 103 78 79 111 32 126 split_gain=4.47525 9.26608 13.7743 9.8072 9.29284 9.25695 8.69191 8.21174 9.67297 12.5697 10.9731 14.0434 10.55 9.57207 8.13536 14.2585 7.79282 7.09703 6.85585 6.70364 6.6053 6.59631 6.25186 6.82364 7.23061 6.30875 6.22788 6.07934 6.03858 6.02437 threshold=122.03499984741212 4.0050001144409189 56.225000381469734 1025.2500000000002 43.924999237060554 9.4499998092651385 317.50000000000006 0 -0.76351082324981678 0.8803868591785432 9.6949996948242205 0.74154233932495128 -0.10282042250037192 4.5000000000000009 8.1449999809265154 15.650000095367433 10.949999809265138 0.72627153992652904 4.4849998950958261 0.8525940775871278 -0.026175950653851029 0.80049672722816478 15.150000095367433 4.8350000381469735 -0.034020831808447831 40.704999923706062 5.4149999618530282 0.36635594069957739 9.9499998092651385 -0.026175950653851029 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 19 3 14 5 6 22 17 9 10 11 12 20 -14 15 -3 -10 -7 -8 -2 -9 -6 23 24 -4 -25 -16 -15 29 -12 right_child=1 2 4 -5 21 7 18 8 16 -11 28 -13 13 27 26 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=5.436434091499693e-06 0.0064711108104000513 -0.0098177559380759755 0.018577121011912823 -0.019363723507771893 0.004104727402805014 -0.006069107956937987 0.021886515052663903 0.028483897964470092 0.021592870673302039 0.0038276833695817915 0.036885703761469234 0.0097915632868620997 0.067618004952303398 0.023568860262619437 0.0071851185883906868 0.010440361914963713 -0.0017721856192691209 0.0046269155630978658 -0.00069904903422058045 0.0012867661815912717 -0.012152597405947745 -0.0061549187024579725 0.023151610692148099 -0.012313549046254701 -0.0035122362356242187 0.0068932553231716154 -0.00086921867493775125 0.051389540428364723 0.0054265961332042711 0.0059272935862342523 leaf_weight=1319187 1158 527 50 75 235 276 63 20 39 736 33 169 22 72 254 104 420 354 72 1351 20 470 20 295 143 50 4356 27 379 30 leaf_count=1319187 1158 527 50 75 235 276 63 20 39 736 33 169 22 72 254 104 420 354 72 1351 20 470 20 295 143 50 4356 27 379 30 internal_value=1.41149e-05 0.000982689 0.000255979 -0.00141116 0.00247438 0.00359069 -0.00154355 0.00496074 0.00653524 0.0085029 0.0129601 0.019859 0.0304267 0.0377857 -0.00115426 -0.00647886 0.000213081 -5.80401e-05 0.00984088 0.00367954 0.00816565 -0.00273504 -0.00429784 -0.00531827 0.0022104 -0.00952995 -0.000425444 0.0311563 0.00780934 0.0221436 internal_weight=1.33101e+06 11820 9311 5316 3995 3290 693 2597 1967 1508 772 330 161 121 5241 631 459 630 135 2509 40 705 558 538 193 345 4610 99 442 63 internal_count=1331007 11820 9311 5316 3995 3290 693 2597 1967 1508 772 330 161 121 5241 631 459 630 135 2509 40 705 558 538 193 345 4610 99 442 63 cat_boundaries=0 1 cat_threshold=322 is_linear=0 shrinkage=0.05 Tree=687 num_leaves=31 num_cat=1 split_feature=5 34 26 35 34 52 18 19 6 35 38 133 29 104 23 39 35 52 28 121 8 53 0 79 35 39 128 57 71 136 split_gain=4.35902 4.84498 6.38868 5.86846 11.9422 4.43519 15.0609 15.1778 11.9541 12.0515 11.7633 11.6435 15.1531 15.7933 15.7134 15.7785 23.7169 21.1522 14.0994 19.8131 13.6646 13.4583 13.6934 13.0312 12.4013 13.7898 14.0517 11.9329 12.5062 12.409 threshold=18.44999980926514 12.550000190734865 207.50000000000003 11.34999990463257 11.150000095367433 5.7650001049041757 12.699999809265138 13.344999790191652 12.050000190734865 10.34999990463257 9.5500001907348651 1014.3500061035157 1005.3500061035157 -0.45140199363231653 5.5850000381469735 10.750000000000002 12.750000000000002 122.03499984741212 997.54998779296886 0.061046212911605842 11.550000190734865 79.06000137329103 271.50000000000006 17.244999885559086 10.84999990463257 14.050000190734865 128.50000000000003 281.31962585449224 285.14167785644537 0 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=5 3 -3 4 -2 -1 7 8 -7 -10 -11 12 14 -14 -8 17 -17 -16 -18 21 -15 -20 23 -23 -13 26 -26 28 -22 -29 right_child=1 2 -4 -5 -6 6 11 -9 9 10 -12 24 13 20 15 16 18 -19 19 -21 27 22 -24 -25 25 -27 -28 29 -30 -31 leaf_value=-3.5975113406448309e-05 -0.0022430382863142351 -0.0025210591793899807 -0.024130067445168442 -0.015463218073814344 0.0417839420773089 0.0010922639068594541 0.016419656437732303 -0.00063695604600104254 -0.0046028869076788961 0.015601859070787517 -0.00020952054324861101 -0.007186350430819769 6.0186118115014286e-05 -0.00067703074091756842 -0.0034947256200325988 0.006643235572850157 -0.0024133994203823714 -0.04091229807762873 0.006516960980156682 -0.0030827137248066357 0.00014077902303576362 0.063554722659530188 0.0017738805964398079 0.023956487664864176 -0.004724348777744425 -0.0038394330264463041 0.0012897801370570288 -0.011806840889128726 -0.0098074423290310242 -0.003334070489091916 leaf_weight=1017411 67 71 66 39 20 83469 198 18981 1753 120 5964 936 174207 8828 375 2255 2007 42 219 318 1720 31 39 63 1192 3202 5244 805 387 978 leaf_count=1017411 67 71 66 39 20 83469 198 18981 1753 120 5964 936 174207 8828 375 2255 2007 42 219 318 1720 31 39 63 1192 3202 5244 805 387 978 internal_value=1.34092e-05 -0.006423 -0.0129312 0.000653411 0.00787811 1.46812e-05 0.000179165 0.000649523 0.00091696 -0.000950136 0.000102341 -7.6315e-05 1.24311e-05 -6.39934e-05 0.00258781 0.00207581 0.00286544 -0.0072634 -0.000316827 0.0059635 -0.00176496 0.0141359 0.0266815 0.0370155 -0.00169171 -0.00115809 0.000175914 -0.00423393 -0.00168645 -0.00724433 internal_weight=1.33101e+06 263 137 126 87 1.33074e+06 313333 110287 91306 7837 6084 203046 192472 186925 5547 5349 4932 417 2677 670 12718 352 133 94 10574 9638 6436 3890 2107 1783 internal_count=1331007 263 137 126 87 1330744 313333 110287 91306 7837 6084 203046 192472 186925 5547 5349 4932 417 2677 670 12718 352 133 94 10574 9638 6436 3890 2107 1783 cat_boundaries=0 1 cat_threshold=833 is_linear=0 shrinkage=0.05 Tree=688 num_leaves=31 num_cat=0 split_feature=12 120 121 121 4 38 83 31 4 39 11 123 12 31 72 57 2 10 34 4 86 13 30 55 4 0 14 115 65 12 split_gain=4.24341 4.34706 13.4771 8.41475 11.1417 9.65949 8.39555 8.34691 8.24903 8.07691 7.09674 7.45947 8.29025 7.77425 7.71092 6.93562 8.70149 9.97214 16.452 17.0742 8.51947 12.9323 8.81817 7.12788 6.92224 8.63453 24.55 15.5981 16.0062 14.8985 threshold=0.51499998569488536 -0.59480014443397511 -0.62249094247817982 -0.77159520983695973 10.050000190734865 17.050000190734867 313.03332519531256 1030.6499633789065 3.1499999761581425 11.150000095367433 7.6499998569488534 -0.53727915883064259 5.5950000286102304 1025.7500000000002 0.85574552416801464 289.85128784179693 309.50000000000006 14.250000000000002 14.750000000000002 7.1499998569488534 0.82226407527923595 4.6549999713897714 1019.8500061035157 21.125000000000004 2.2500000000000004 294.50000000000006 1.8350000381469729 -0.026175950653851029 58.649999618530281 3.5849999189376835 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 7 4 5 10 -6 24 -4 -9 -3 12 13 -12 -14 16 17 -10 20 -20 22 -22 -19 -18 -2 26 -26 28 -28 -29 right_child=1 3 8 -5 6 -7 -8 9 15 -11 11 -13 14 -15 -16 -17 23 18 19 -21 21 -23 -24 -25 25 -27 27 29 -30 -31 leaf_value=-0.0013765170004412675 -0.00060158734733468987 0.00054746091481796503 7.706802191474064e-05 -9.7020077638679329e-05 0.0067535089860640239 -0.00095087999964939209 0.031368180849135688 0.017168776202853099 0.0017533931077517565 -0.00038425545672878566 0.00065614354141846614 0.0043778379604916999 0.034003589441999792 0.028077112224239573 -0.0047177989967167383 0.0019368275848164252 0.00042560738731137394 -0.0090296031139200511 0.051062541054906679 -0.0015364682845150433 -0.0025774461885269447 0.031663386052740473 0.023890762687439011 -0.0025540862409470823 3.3408873847664014e-06 -0.0001428034427790552 0.0019243649722175235 -0.0026574258775140611 -0.0038711927347142659 -0.023133041959692232 leaf_weight=5474 45155 28958 50441 740646 310 8790 39 139 20013 124 4432 2702 36 26 20 13316 41517 649 27 36 130 35 21 2109 112734 220359 30974 445 1239 111 leaf_count=5474 45155 28958 50441 740646 310 8790 39 139 20013 124 4432 2702 36 26 20 13316 41517 649 27 36 130 35 21 2109 112734 220359 30974 445 1239 111 internal_value=1.2733e-05 1.84702e-05 0.000127752 -5.65535e-05 0.000604877 0.000535803 0.00950415 -1.18136e-05 0.000575165 0.00889282 0.000897056 0.00229999 0.00105623 0.000816068 0.0201745 0.000897882 0.000683516 0.0015221 -0.00363249 0.021006 -0.00549144 0.00468576 -0.00799777 0.000281561 -1.75115e-05 5.45757e-05 0.000353499 0.00155814 0.00170145 -0.00674518 internal_weight=1.33101e+06 1.32553e+06 539574 785959 45313 44964 349 411280 128294 263 36174 7216 4514 4458 56 77853 64537 20911 898 63 835 165 670 43626 411017 365862 145503 32769 32213 556 internal_count=1331007 1325533 539574 785959 45313 44964 349 411280 128294 263 36174 7216 4514 4458 56 77853 64537 20911 898 63 835 165 670 43626 411017 365862 145503 32769 32213 556 is_linear=0 shrinkage=0.05 Tree=689 num_leaves=31 num_cat=1 split_feature=35 34 86 53 36 15 31 12 91 136 60 123 26 33 65 43 15 126 9 21 42 15 8 132 132 9 52 58 26 28 split_gain=4.20348 15.7723 13.3205 13.5282 12.6525 18.4446 42.4307 13.9698 12.3458 11.9358 13.2715 13.8649 11.8571 11.8141 12.1663 11.4969 12.2889 11.3802 15.116 14.0485 37.9536 45.2471 39.6265 15.4977 14.8934 13.8641 13.7237 14.1895 13.261 12.8823 threshold=11.449999809265138 12.550000190734865 0.87013953924179088 0.21499999612569812 12.050000190734865 4.8450000286102304 1000.3500061035157 5.5950000286102304 -0.78006914258003224 0 0.5587371587753297 1.0000000180025095e-35 259.50000000000006 12.150000095367433 113.65500259399415 8.2500000000000018 3.0049999952316289 0.44618082046508795 17.44999980926514 8.8350000381469744 11.150000095367433 4.0150001049041757 6.1499998569488534 1020.1499938964845 1017.7500000000001 16.550000190734867 6.6050000190734872 255.35408782958987 286.50000000000006 1027.049987792969 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 -1 -4 5 12 7 -7 -5 10 11 17 -3 -6 -15 -13 -17 19 29 23 28 -22 -23 24 25 -2 -20 -28 -21 -19 right_child=1 4 3 8 13 6 -8 -9 -10 -11 -12 15 -14 14 -16 16 -18 18 26 20 21 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-3.2279061922160691e-05 0.0026355504672274654 0.0013068247019829785 -0.0045266547875007388 -0.0015574431153640704 0.0019755396532618549 0.0600299001360933 0.00064818563015728997 0.014523440037065974 0.00039156174564887903 0.00014371419633376611 -3.7415056009156169e-05 -0.001075387973435314 -0.0017085778958427949 -1.3059918333557363e-05 -0.0073596349523418446 0.005513014667618308 -0.0035164550392776878 0.00097074797154266315 0.0052921622529972364 0.010660629734824401 0.0081158812866488003 0.11640741646289826 0.02198306592879817 -0.007965791974416268 0.013282592440337335 -0.011516631208360197 0.057232082605361938 0.014941806245284775 0.00084098405512310055 0.01002104889552329 leaf_weight=359049 10343 3826 2580 20116 7504 48 236 26 13631 119887 24830 8598 22040 699710 564 1451 509 32572 629 637 60 25 20 350 324 176 25 96 747 398 leaf_count=359049 10343 3826 2580 20116 7504 48 236 26 13631 119887 24830 8598 22040 699710 564 1451 509 32572 629 637 60 25 20 350 324 176 25 96 747 398 internal_value=1.20964e-05 6.98577e-05 -0.000124592 -0.00103699 -3.7754e-05 -0.00111725 0.0110065 0.0440411 -0.000770206 0.000461484 0.000927137 0.00134777 -0.00126255 2.16941e-06 -1.89768e-05 -0.000287619 0.00316812 0.00171987 0.00123967 0.00299668 0.00755933 0.0365409 0.074441 0.00238972 0.00272398 0.00239876 0.00825865 0.0236795 0.00536058 0.00108 internal_weight=1.33101e+06 935631 395376 36327 733954 26176 310 74 33747 201677 81790 56960 25866 707778 700274 10558 1960 46402 33720 12682 1489 105 45 11193 10843 10519 750 121 1384 32970 internal_count=1331007 935631 395376 36327 733954 26176 310 74 33747 201677 81790 56960 25866 707778 700274 10558 1960 46402 33720 12682 1489 105 45 11193 10843 10519 750 121 1384 32970 cat_boundaries=0 1 cat_threshold=4483 is_linear=0 shrinkage=0.05 Tree=690 num_leaves=31 num_cat=2 split_feature=80 24 29 136 35 32 121 94 35 38 42 41 54 86 67 124 33 124 39 78 67 15 18 42 31 136 41 111 122 69 split_gain=4.9981 12.6286 9.19685 9.10101 12.6251 14.8702 21.8936 12.5961 8.77113 13.6177 9.18357 10.0768 8.44187 9.77187 8.01732 8.30144 7.55184 7.48284 7.48454 10.8132 13.4156 7.47728 10.179 12.109 7.46952 12.8169 19.2711 34.1406 27.3422 21.5473 threshold=318.60926818847662 311.50000000000006 1013.1499938964845 0 6.7500000000000009 7.9500000476837167 -0.41467745602130884 0.48763926327228552 10.34999990463257 10.650000095367433 7.7500000000000009 6.3500001430511483 0.17500000447034839 0.67823302745819103 1.1649999618530276 0.9238443672657014 11.150000095367433 0.62249094247818004 9.8499999046325701 21.964999198913578 32.18499946594239 2.0849999189376835 8.0099999904632586 9.0500001907348651 1024.4500122070315 1 8.0500001907348651 0.28823450207710272 -0.96359375119209278 308.75479125976568 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=24 -2 12 -4 -5 6 7 -6 10 14 11 -7 -3 16 15 -10 -14 -8 -19 -20 -21 22 -12 -24 -1 26 -26 -28 -29 -30 right_child=1 2 3 4 5 8 17 -9 9 -11 21 -13 13 -15 -16 -17 -18 18 19 20 -22 -23 23 -25 25 -27 27 28 29 -31 leaf_value=2.4923133959363139e-06 -0.0012335167112555844 -0.0049461313128081694 -0.0010652182401888234 -0.0096339853543666587 0.0084268581122159958 -0.001198091562304951 -0.0088239577465533663 0.046022309468077893 0.0033584885746605845 0.0006902206501678388 0.00069901489200568652 -0.013982269946491616 0.044666007664054631 -0.00069715113346622139 0.0030447383529276706 0.015882634465836664 0.0068761548725888135 0.0022997580769552601 0.0057611475342390951 0.066963996598497041 0.014762106310809032 0.00075763692559960944 0.064237960502505298 0.015714526468784445 0.00079967222985340429 2.7768851904493715e-05 -0.0096698884098600502 0.037861725033938212 0.0049858812170692594 0.038696343963965776 leaf_weight=1180215 28207 1211 8543 291 37 5044 86 56 255 28795 43 159 20 17185 2334 275 39 245 83 20 32 130 20 36 16363 36981 384 66 3809 48 leaf_count=1180215 28207 1211 8543 291 37 5044 86 56 255 28795 43 159 20 17185 2334 275 39 245 83 20 32 130 20 36 16363 36981 384 66 3809 48 internal_value=3.05983e-06 -0.000350153 3.35467e-05 0.00040847 0.000740379 0.00082076 0.00891497 0.031065 0.000698772 0.00101726 -0.00115746 -0.00158877 -0.0009108 -0.00062741 0.00430536 0.00985687 0.0196863 0.00449447 0.00750864 0.0169618 0.0348398 0.00864206 0.0189954 0.0330443 2.96381e-05 0.000585359 0.00158217 0.00455869 0.00595145 0.0054054 internal_weight=1.33101e+06 93146 64939 46484 37941 37650 559 93 37091 31659 5432 5203 18455 17244 2864 530 59 466 380 135 52 229 99 56 1.23787e+06 57651 20670 4307 3923 3857 internal_count=1331012 93146 64939 46484 37941 37650 559 93 37091 31659 5432 5203 18455 17244 2864 530 59 466 380 135 52 229 99 56 1237866 57651 20670 4307 3923 3857 cat_boundaries=0 1 2 cat_threshold=547 787 is_linear=0 shrinkage=0.05 Tree=691 num_leaves=31 num_cat=3 split_feature=80 24 29 110 5 20 67 136 127 52 136 3 107 79 8 21 123 31 76 39 38 28 32 41 107 31 136 41 108 122 split_gain=4.51092 11.3972 8.30001 13.6334 8.86162 16.3023 13.5397 8.27842 9.30953 7.81978 7.41383 17.2389 10.7319 9.53248 11.7931 9.75846 8.70307 7.77914 7.37625 8.12707 11.0614 7.12655 8.25413 17.1895 9.61106 6.74124 11.5673 17.3922 32.0369 21.8111 threshold=318.60926818847662 311.50000000000006 1013.1499938964845 -0.21127937734127042 2.2500000000000004 6.5950000286102304 32.764999389648445 0 0.90992662310600292 0.12499999627470972 1 322.50000000000006 -0.67066785693168629 6.6150000095367441 17.150000572204593 5.4949998855590829 0.078456107527017607 1017.8500061035157 34.114999771118171 15.449999809265138 14.650000095367433 1023.9500122070314 8.1500000953674334 1.5500000119209292 -0.064020182937383638 1024.4500122070315 2 8.0500001907348651 -0.071853891015052782 -0.97625884413719166 decision_type=2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=25 -2 3 -3 5 6 7 8 -4 -5 13 -12 -13 15 21 16 -6 -18 -7 20 -20 22 23 24 -15 -1 27 -27 -29 -30 right_child=1 2 4 9 10 18 -8 -9 -10 -11 11 12 -14 14 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=2.3676975909675731e-06 -0.0011718408740408225 0.040393956564366819 0.0040981883537557487 -0.0062880672989005159 0.004901612028116599 -0.0019405450023532501 0.034840468184224198 0.001746843252006269 0.012096167165641493 -0.00071284010333173321 -0.0029359350330246457 -0.0019100367420202904 0.0018983290388865971 -0.0014742309150533924 0.0058225284696372193 0.0011234902041941605 0.029873415998050146 0.0080956939678413411 0.0066310246656961077 0.017649527267418117 -0.0096471761601666615 -0.0033379193398888245 0.00010207416037707861 0.041104778850205699 0.034816737130417358 0.00075968862025403792 2.6380784717916621e-05 -0.015854053837593963 0.038074516762048011 0.0048487109623974768 leaf_weight=1180215 28207 20 1430 652 1064 2609 35 2580 488 17783 5769 2782 5521 139 890 2454 70 99 343 95 150 1531 18377 37 21 16363 36981 188 50 4069 leaf_count=1180215 28207 20 1430 652 1064 2609 35 2580 488 17783 5769 2782 5521 139 890 2454 70 99 343 95 150 1531 18377 37 21 16363 36981 188 50 4069 internal_value=2.90644e-06 -0.000332651 3.18611e-05 -0.00086526 0.000388035 0.0019338 0.00386214 0.00362109 0.00610132 -0.000910022 7.97115e-05 -0.000835851 0.000622299 0.000601798 0.000190265 0.00294683 0.00657577 0.0171161 -0.000800379 0.00425862 0.00167823 -5.90613e-05 0.000211205 0.0103914 0.00328896 2.81562e-05 0.000556091 0.00150306 0.00433076 0.00525203 internal_weight=1.33101e+06 93146 64939 18455 46484 7730 4533 4498 1918 18435 38754 14072 8303 24682 20995 3687 1233 169 3197 588 493 20105 18574 197 160 1.23787e+06 57651 20670 4307 4119 internal_count=1331012 93146 64939 18455 46484 7730 4533 4498 1918 18435 38754 14072 8303 24682 20995 3687 1233 169 3197 588 493 20105 18574 197 160 1237866 57651 20670 4307 4119 cat_boundaries=0 1 2 3 cat_threshold=1152 5396 787 is_linear=0 shrinkage=0.05 Tree=692 num_leaves=31 num_cat=1 split_feature=20 11 55 136 67 32 31 28 41 17 15 35 39 21 17 76 127 12 21 30 20 127 121 26 86 120 104 35 19 126 split_gain=4.10553 9.70246 7.04184 8.46954 8.98723 6.76291 6.31103 6.26096 5.78936 11.2106 6.42965 5.65152 5.52569 5.38222 8.20195 10.5975 8.32168 6.59639 15.8247 9.26081 14.2344 9.61352 9.30109 7.73313 9.77602 6.88698 8.20674 6.88221 7.05104 7.47692 threshold=12.215000152587892 13.050000190734865 96.845001220703139 0 46.694999694824226 15.84999990463257 1022.3500061035157 1015.0499877929689 7.0499999523162851 20.524999618530277 4.1949999332427987 12.150000095367433 8.8499999046325701 11.425000190734865 17.029999732971195 3.7350000143051152 1.0000000180025095e-35 6.0650000572204599 7.8750000000000009 1018.3500061035157 10.50500011444092 0.78257837891578685 0.41467745602130895 279.50000000000006 0.64306345582008373 -0.82409480214118946 -0.9819679558277129 13.150000095367433 15.405000209808351 -0.73724925518035878 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 3 4 5 8 -4 -3 10 -10 -2 12 -5 17 16 -16 -15 -1 -19 20 21 25 -21 27 -25 -20 -27 28 -22 -30 right_child=1 7 6 11 -6 -7 -8 -9 9 -11 -12 -13 -14 14 15 -17 -18 18 19 22 23 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=3.5632099578774101e-06 -0.001570907037930941 -0.00039765278187890848 -0.0032116765605294468 0.013426944953648169 0.021800027404410338 0.014214090095925053 -0.013660388640269187 0.029509242916191444 0.0035663046292563338 0.037995125584304339 0.0082512453840636133 -0.0012453449514162607 -0.0065420453072225597 -0.0018557881494545335 0.0049558546751999784 -0.00042901250064940067 0.0016357385345729455 -0.029512915234746681 -0.022991041719179716 -0.0083514485623550801 -0.0010389546772343256 0.0081996625226955604 -0.041633031889796258 -0.013137353633773392 0.0091878638420963572 0.02476095589254761 -0.0071196358342651206 0.026782753498603901 0.0015694652604205271 0.032694536469183688 leaf_weight=1311907 1971 30 535 36 52 91 198 42 436 25 182 2414 919 3071 2453 1456 3841 56 66 109 107 112 26 92 105 21 521 60 35 43 leaf_count=1311907 1971 30 535 36 52 91 198 42 436 25 182 2414 919 3071 2453 1456 3841 56 66 109 107 112 26 92 105 21 521 60 35 43 internal_value=2.76179e-06 -0.00121097 -0.00140264 -0.000848464 0.00120612 0.000814691 -0.00603411 0.017048 0.000348223 0.00543338 -0.000740609 -0.0025259 -0.00578929 9.11516e-06 0.00111966 0.00295013 8.4454e-05 -3.54873e-08 -0.00348943 -0.00236583 -0.000925744 -0.00526166 -0.0147612 0.00613729 -0.00123813 -0.00774138 -0.00588441 0.0120677 0.00729529 0.0187282 internal_weight=1.33101e+06 6931 6859 6126 2757 2705 733 72 2614 461 2153 3369 955 1.32408e+06 10821 3909 6912 1.31326e+06 1353 1297 1162 720 135 442 197 608 542 245 185 78 internal_count=1331012 6931 6859 6126 2757 2705 733 72 2614 461 2153 3369 955 1324081 10821 3909 6912 1313260 1353 1297 1162 720 135 442 197 608 542 245 185 78 cat_boundaries=0 1 cat_threshold=535 is_linear=0 shrinkage=0.05 Tree=693 num_leaves=31 num_cat=3 split_feature=3 99 20 10 136 29 29 33 39 12 17 15 29 15 17 28 43 34 136 8 52 8 124 1 43 16 20 136 62 66 split_gain=4.23247 10.1841 9.37039 15.6928 9.26188 13.0937 10.4649 12.0185 12.502 8.77322 18.5455 13.5659 14.0674 12.2967 12.0103 11.0913 10.7165 10.3046 13.5146 9.43549 9.42202 9.2642 12.9111 12.7547 10.4565 9.1173 12.1222 10.8079 10.6209 17.6489 threshold=325.50000000000006 -0.94260823726654042 5.9349999427795419 3.8500000238418584 0 1030.049987792969 1013.6499938964845 11.550000190734865 10.750000000000002 2.2649999856948857 11.269999980926515 2.3950001001358037 1028.850036621094 3.6350001096725468 9.5450000762939471 1011.4500122070314 11.050000190734865 12.650000095367433 1 10.250000000000002 1.1349999904632571 11.250000000000002 0.94828754663467418 164.50000000000003 3.8500000238418584 9.5450000762939471 7.1749999523162851 2 0.78427323698997509 6.7650001049041757 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 left_child=-1 -2 3 -3 -5 6 -6 8 -8 13 11 12 17 -4 -15 21 -13 18 -11 -20 -14 -12 23 24 -23 -17 28 -28 -27 -30 right_child=1 2 9 4 5 -7 7 -9 -10 10 15 16 20 14 -16 25 -18 -19 19 -21 -22 22 -24 -25 -26 26 27 -29 29 -31 leaf_value=4.7697052568193438e-05 -0.0009317039418712214 0.0017596697244762101 -0.00025257679321931241 -0.00013444148346838656 -0.0034381985244535066 0.025823921096426523 -0.00010417000576998232 -0.00029858986915761956 -0.0042442400655123159 0.0011089441372345956 0.00073762227279496821 0.00045375056732215307 0.045779823826160283 0.049995598075506485 0.0068504820508813423 0.0034095609951197876 0.0034391448673384475 0.00072803169420263231 0.0033865898925709774 0.0087619397812860739 0.0032735875426706945 0.010070581878112122 -0.006695896947325611 0.0064360100948955669 0.059396649861619591 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270915 232828 62035 55591 30518 30474 24939 7740 170793 89293 38552 8921 81500 77 50741 29631 8867 5419 3280 54 4917 1408 1221 43 45824 44295 35955 8340 862 cat_boundaries=0 1 2 3 cat_threshold=5347 1219 5216 is_linear=0 shrinkage=0.05 Tree=694 num_leaves=31 num_cat=1 split_feature=80 112 136 35 32 121 55 31 123 21 30 110 53 116 32 38 35 14 125 35 39 80 83 130 90 15 79 7 34 38 split_gain=4.02856 10.2955 7.91689 8.51089 21.5246 17.3118 15.9557 9.17125 9.5146 8.92191 8.08457 13.5579 9.02489 7.93207 11.2559 7.722 8.13595 9.36119 6.96888 7.60955 7.89702 8.67357 7.33826 6.827 6.70003 6.61331 7.46253 6.84084 7.86967 6.5359 threshold=318.60926818847662 -0.74892720580101002 0 7.7500000000000009 7.9500000476837167 -0.41467745602130884 6.4049999713897714 1008.4500122070314 0.061046212911605842 8.2349996566772479 1013.0499877929689 -0.12948471307754514 0.17500000447034839 0.9536806344985963 12.650000095367433 11.550000190734865 11.84999990463257 3.3850001096725468 0.98897820711135875 12.449999809265138 13.449999809265138 327.35874938964849 312.03793334960943 338.50000000000006 -0.99944975972175587 2.9250000715255742 7.2049999237060556 4.6499998569488534 14.449999809265138 11.84999990463257 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 18 3 7 5 6 -5 8 -3 -8 11 -6 -13 29 15 16 17 -15 19 -2 21 22 -21 -14 -24 26 27 -16 -29 -12 right_child=1 2 -4 4 10 -7 9 -9 -10 -11 13 12 23 14 25 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=2.6353720425284587e-05 -0.0024949248145433702 -0.002440804529136845 -0.0011817794793413888 0.01002487289661076 0.037624165778169821 0.005771911751418635 0.065480599612478291 -0.0061516855670325585 0.042712731175124648 0.022646638448350132 0.0017884568681650606 -0.0052250724904883642 -0.00075654954718497379 -0.0041773558850343789 0.0012750752573859076 -0.0065057429416757427 0.0046884262156044916 0.0091071817503439925 0.0015974153655843111 -0.00078396464717419212 -0.0013769506743206957 -0.0023703917680013109 0.028479868685826661 0.0035647660362421747 0.0052992712226935428 0.015052780721548965 -0.00078131467897428377 0.024756890678157409 0.0040167742232487431 0.00035985005995741045 leaf_weight=1237866 10087 28 12062 56 23 394 31 772 20 20 12026 1072 14170 1446 231 1088 445 146 1975 615 7919 871 32 977 1205 91 1210 90 93 23951 leaf_count=1237866 10087 28 12062 56 23 394 31 772 20 20 12026 1072 14170 1446 231 1088 445 146 1975 615 7919 871 32 977 1205 91 1210 90 93 23951 internal_value=2.49214e-06 -0.000314617 -1.61842e-05 0.000224806 0.0002969 0.0106155 0.0284507 -0.00483316 0.0163732 0.048683 0.000206299 -0.000737191 -0.000791591 0.000581735 -0.00131861 -0.00310487 -0.00128839 -0.00295905 -0.00124054 -0.00151093 -0.00057826 0.00174448 0.00367972 -0.000477819 0.00589893 0.00193623 0.00120125 0.00699571 0.0142168 0.000837389 internal_weight=1.33101e+06 93146 70442 58380 57560 501 107 820 48 51 57059 16242 16219 40817 4840 3125 2037 1592 22704 20729 10642 2723 1852 15147 1237 1715 1624 414 183 35977 internal_count=1331012 93146 70442 58380 57560 501 107 820 48 51 57059 16242 16219 40817 4840 3125 2037 1592 22704 20729 10642 2723 1852 15147 1237 1715 1624 414 183 35977 cat_boundaries=0 1 cat_threshold=1492 is_linear=0 shrinkage=0.05 Tree=695 num_leaves=31 num_cat=0 split_feature=82 32 38 14 39 34 55 43 122 23 29 10 104 73 42 7 28 31 122 39 78 24 86 104 86 67 74 52 53 19 split_gain=4.62134 8.38172 8.08742 13.0526 8.17925 15.9833 8.12467 6.98956 6.79842 7.16938 7.70166 6.35874 6.01681 5.97086 13.803 5.58397 5.57956 5.37315 7.6103 9.79987 8.20689 5.24063 5.01337 4.9538 4.90453 4.78937 7.97249 4.77492 9.71712 11.8496 threshold=342.21203613281256 11.750000000000002 11.34999990463257 2.5449999570846562 10.84999990463257 9.2500000000000018 0.38499999046325689 13.449999809265138 -0.043617725372314446 6.2650001049041757 1023.8500061035157 14.750000000000002 -0.067668441683053956 0.80902862548828136 4.0499999523162851 15.84999990463257 1024.7500000000002 1019.6499938964845 -0.043617725372314446 11.84999990463257 8.5749998092651385 343.50000000000006 0.88380220532417308 -0.067668441683053956 0.87122589349746715 32.18499946594239 0.8938066065311433 37.125000000000007 39.395000457763679 9.5450000762939471 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 2 4 -4 8 -6 23 17 9 15 13 25 -13 14 -11 24 -10 18 -3 20 -20 -9 -22 -7 -2 -8 -27 -1 -29 -30 right_child=1 7 3 -5 5 6 11 21 16 10 -12 12 -14 -15 -16 -17 -18 -19 19 -21 22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=-2.3897155429074767e-05 -0.0059721553276526618 -0.00089394147145592561 -0.0025255506094341751 -0.014306490696025732 0.036652845801676021 -0.01758441345121425 -0.00084404607265704899 0.0037833286110650409 0.002567825641906074 0.0024415570487904743 -0.015401047554743641 0.020893801764274637 -0.009621334187686445 -0.0045066001360275776 0.041569407254457479 0.0053283288181744156 -0.0073499245941510312 -0.0031817123862963761 0.033589473497625942 0.0014745013567100311 0.0011293143134935236 0.039147220198065047 0.014165750700959016 0.0083924248989205811 -0.015136364554833788 0.026365674821305266 -0.010640841866420074 0.0015313318362518155 -0.0038772640370853661 0.00022674791568465152 leaf_weight=1244876 291 1932 664 364 34 78 381 22 655 229 85 84 20 258 25 61 181 950 37 960 128 20 174 24 293 43 22 14831 1811 61068 leaf_count=1244876 291 1932 664 364 34 78 381 22 655 229 85 84 20 258 25 61 181 950 37 960 128 20 174 24 293 43 22 14831 1811 61068 internal_value=-7.41454e-06 -0.0012044 -0.00291073 -0.00669701 -0.00150251 0.00323138 0.00148854 0.000327772 -0.00306529 -0.00541165 -0.00146305 0.00389218 0.0150255 0.000850877 0.00629272 -0.00906639 0.000420562 0.000123895 0.00109583 0.00405522 0.0113634 0.0206233 0.00864037 -0.0114722 -0.01057 0.00129606 0.0138404 -1.60667e-07 0.000380086 0.000108547 internal_weight=1.3306e+06 8015 3792 1028 2764 686 652 4223 2078 1242 597 550 104 512 254 645 836 4181 3231 1299 339 42 302 102 584 446 65 1.32259e+06 77710 62879 internal_count=1330601 8015 3792 1028 2764 686 652 4223 2078 1242 597 550 104 512 254 645 836 4181 3231 1299 339 42 302 102 584 446 65 1322586 77710 62879 is_linear=0 shrinkage=0.05 Tree=696 num_leaves=31 num_cat=0 split_feature=36 124 23 64 75 29 32 60 14 8 35 7 112 26 31 29 14 32 13 35 43 20 96 21 34 18 35 39 9 31 split_gain=4.54534 10.2818 8.60389 11.4098 11.9287 11.9258 15.345 10.8932 8.55316 9.72758 16.6496 10.5351 10.4126 9.20024 9.04882 13.4118 8.67851 8.46665 9.207 8.60254 13.8211 8.22609 8.10827 7.9084 7.61126 8.8004 7.43974 7.32868 7.20007 7.08247 threshold=9.3499999046325701 0.88697704672813427 6.5650000572204599 1.7749999761581423 0.78277119994163524 1026.4500122070315 1.3499999642372134 0.74539706110954296 1.544999957084656 11.050000190734865 8.0500001907348651 14.650000095367433 -0.26722820103168482 332.50000000000006 1023.9500122070314 1021.7500000000001 3.9550000429153447 8.5500001907348651 3.9050000905990605 9.8499999046325701 5.2500000000000009 9.3150000572204608 -0.92023012042045582 4.0250000953674325 9.9499998092651385 5.7200000286102304 9.1500000953674334 8.6500000953674334 10.050000190734865 1015.4500122070314 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 24 23 -7 21 -3 13 11 -11 14 -10 15 17 -17 22 19 20 -19 -4 -12 -1 25 -5 28 -22 -23 -27 right_child=-2 8 7 4 -6 6 -8 -9 9 10 12 -13 -14 -15 -16 16 -18 18 -20 -21 27 26 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=0.026173849811866309 6.5299841451930707e-06 0.0043202608701870321 0.00025917706854629497 0.022028619828152247 -0.0044269202117116933 0.038774069083026719 -4.0506478399038315e-05 -0.0041303821159000094 -0.0010155576713044723 -0.00488743701106043 -0.005185814827564173 0.012241454272694194 -0.0065856251416880037 -0.0090042892048078672 -0.0037781660544693079 0.016214915946506696 -0.017048493657438529 -0.0034302346212571316 -0.010818671168666333 0.0048259344991138445 0.00062521574744845137 0.011585234284439255 0.014594326039000675 -0.004575699792760359 -0.0023913550987310155 0.0062815466443458317 -0.0036036919681361919 0.02259063139276276 -0.016620751714799552 0.00013533345563003477 leaf_weight=21 1302500 1298 4875 58 1412 36 87 1333 4226 1204 64 97 277 394 396 296 21 822 125 2101 68 395 272 4871 1046 720 133 86 24 1343 leaf_count=21 1302500 1298 4875 58 1412 36 87 1333 4226 1204 64 97 277 394 396 296 21 822 125 2101 68 395 272 4871 1046 720 133 86 24 1343 internal_value=-7.04381e-06 -0.000636198 -0.00144678 -0.00240945 -0.000604945 -0.00405708 0.0113199 -8.05226e-05 0.00049228 1.67586e-05 0.00137494 -0.00361034 0.00280733 -0.00169685 0.00341939 0.00415875 0.0140113 0.00327597 0.00248364 0.00302403 -0.000854861 0.000914219 0.0108267 -0.0044437 0.00109907 0.00282043 0.00669924 0.0128916 0.00996962 0.0022804 internal_weight=1.3306e+06 28101 16354 9594 4579 5015 123 6760 11747 10449 5829 1301 4528 4620 4251 3855 317 3538 3202 3077 976 5427 336 4892 3167 2121 552 154 419 2063 internal_count=1330601 28101 16354 9594 4579 5015 123 6760 11747 10449 5829 1301 4528 4620 4251 3855 317 3538 3202 3077 976 5427 336 4892 3167 2121 552 154 419 2063 is_linear=0 shrinkage=0.05 Tree=697 num_leaves=31 num_cat=1 split_feature=36 100 16 38 85 32 35 122 108 124 23 32 36 72 35 83 52 87 136 27 122 68 8 35 77 15 33 31 29 15 split_gain=4.10217 9.51284 9.47473 8.69004 13.6437 13.2087 14.0367 12.4974 8.66164 11.5248 11.5859 10.1056 16.3681 9.91071 13.2619 14.9629 8.60229 8.59101 8.51122 10.0415 8.33867 8.21299 8.41886 9.51556 16.9724 13.543 10.8193 8.806 17.1182 9.49511 threshold=9.3499999046325701 -0.030687035992741581 18.219999313354496 9.5500001907348651 0.87493699789047252 7.0499999523162851 6.6499998569488534 0.30069434642791754 0.53009465336799633 0.88697704672813427 7.9249999523162851 1.3499999642372134 8.9499998092651385 0.82558658719062816 8.5500001907348651 322.31637573242193 0.72500002384185802 0.81516042351722728 0 294.50000000000006 -0.21643137186765668 344.32882690429693 9.1500000953674334 8.1500000953674334 21.414999961853031 1.325000047683716 8.5500001907348651 1023.9500122070314 1021.8500061035157 3.6049998998641972 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 8 4 5 6 -2 17 13 10 -10 12 -12 14 15 16 20 -8 -6 -20 -3 22 -11 24 25 -24 -25 28 -28 -30 right_child=3 2 -4 -5 18 -7 7 -9 9 21 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 26 -26 -27 27 -29 29 -31 leaf_value=-0.0046069413282111785 0.0028231367248816399 0.00084653059243561431 -0.010541941842580983 -5.4927969694435298e-06 -0.0010091168416202724 -0.00010683382971486036 0.030360052814116568 0.0033651483841205879 -0.0025010354829890333 -0.0015855673193432901 0.00060519031805755655 0.001588016663318371 0.046355744730681187 -0.0014638026701702248 0.00053668718462966864 0.045807488247131309 0.00474374645255571 -0.0042427334224893936 0.0015249580804912303 0.012337043321057239 0.02683067252327517 -0.013701811754007771 0.024559231928818055 0.0092518907707973691 -0.010382280971400195 1.6344511183860684e-05 0.0016751079679517477 -0.0048592042173388316 0.017300908034944551 -0.017692919703023065 leaf_weight=1410 1406 47 228 1291904 309 7661 123 118 9453 3159 46 1010 34 1943 2252 24 1300 21 325 633 90 102 59 542 426 1188 4065 450 252 21 leaf_count=1410 1406 47 228 1291904 309 7661 123 118 9453 3159 46 1010 34 1943 2252 24 1300 21 325 633 90 102 59 542 426 1188 4065 450 252 21 internal_value=-6.69162e-06 -0.000604388 -0.000392946 6.20348e-06 0.00143226 0.000771053 0.00480312 0.0154285 -0.000305505 -0.000777133 -0.0019382 0.00294296 0.0200492 0.0014295 0.00294355 0.00665352 0.00599959 0.0253138 0.00630075 0.0085795 0.0179164 0.000415495 0.000557196 0.00152378 -0.00176595 0.00117756 0.00255637 0.00179844 0.00248907 0.0146091 internal_weight=1.3306e+06 28101 26691 1.3025e+06 10596 9329 1668 262 26463 20807 10543 1090 80 5656 3713 1461 1437 144 1267 958 137 10264 10162 7003 1673 1247 5330 4788 4338 273 internal_count=1330601 28101 26691 1302500 10596 9329 1668 262 26463 20807 10543 1090 80 5656 3713 1461 1437 144 1267 958 137 10264 10162 7003 1673 1247 5330 4788 4338 273 cat_boundaries=0 1 cat_threshold=128 is_linear=0 shrinkage=0.05 Tree=698 num_leaves=31 num_cat=1 split_feature=14 136 7 53 13 17 23 16 71 16 20 19 13 135 21 38 126 26 34 39 77 123 74 36 0 43 71 119 14 123 split_gain=4.23022 19.4563 13.3401 10.1023 10.0015 9.83029 20.963 21.7334 27.0774 17.4699 17.1615 16.1834 15.6973 22.3021 20.0816 15.6119 20.591 14.8736 16.7661 22.2427 19.3767 18.3372 18.3169 17.9404 16.9502 16.9162 19.8981 24.2319 17.3116 14.7547 threshold=2.3549998998641972 0 11.250000000000002 176.15000152587893 3.9050000905990605 13.344999790191652 8.0250000953674334 13.344999790191652 295.93659973144537 11.775000095367433 7.1549999713897714 10.405000209808351 3.2150000333786015 1022.5499877929689 9.0450000762939471 14.750000000000002 -1.0000000180025095e-35 265.50000000000006 13.34999990463257 15.650000095367433 49.805000305175788 -0.11319890245795249 0.74444568157196056 9.8499999046325701 216.50000000000003 11.250000000000002 162.54824829101565 -0.98624804615974415 4.0350000858306894 0.76037701964378368 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 -2 -1 6 10 8 12 -7 15 -11 13 -8 -15 -3 -17 18 21 20 25 22 -12 -23 29 26 27 28 -20 -25 right_child=1 5 -4 -5 -6 9 7 -9 -10 11 17 -13 -14 14 -16 16 -18 -19 19 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=2.4447499751463514e-05 -0.0026600448692129953 -0.00019414515685515005 0.0013946894391259779 -0.033885528577061806 -0.017880527884102403 0.0028475545770632583 -0.0017384580280322354 0.00073246913609356092 0.00035372535939302472 -0.0023554357888664339 0.0095026014353483523 0.00025245518630069428 -0.0039113690471694858 0.0061451712286003709 0.045056443458629983 -0.011528286248970636 -0.0016660026441992983 0.00034094293334898415 0.026730787134855185 -0.01995874010718654 -0.0077381210353757654 -0.013113734278298331 -0.0016510267195039762 0.00099902109532274308 -0.0060576568652048537 0.00092220323487306622 0.0079419915887221464 0.016379209603295738 0.078326099097792964 0.012257583222822178 leaf_weight=945176 6903 94957 18063 26 78 6162 23187 12717 12908 6269 1134 116481 10794 126 45 556 11001 57088 37 74 175 255 545 3212 796 398 738 351 29 320 leaf_count=945176 6903 94957 18063 26 78 6162 23187 12717 12908 6269 1134 116481 10794 126 45 556 11001 57088 37 74 175 255 545 3212 796 398 738 351 29 320 internal_value=-6.35742e-06 -0.000150739 4.86909e-05 -0.00277321 2.297e-05 -0.000100234 -0.000295137 -0.00110153 -0.00159714 0.000249679 -1.43353e-05 0.000119267 -0.00233448 -0.00160578 0.016385 -0.000405326 -0.00214047 0.000624877 0.00263495 0.00688497 0.00803452 0.00141193 0.00588216 -0.000225751 0.000533592 0.00981186 0.0128751 0.0216058 0.0494015 0.00201905 internal_weight=1.3306e+06 367284 963317 6929 945254 360355 231443 59777 47060 128912 171666 122750 34152 23358 171 106514 11557 65152 8064 1802 1728 6262 1679 4583 4328 1553 1155 417 66 3532 internal_count=1330601 367284 963317 6929 945254 360355 231443 59777 47060 128912 171666 122750 34152 23358 171 106514 11557 65152 8064 1802 1728 6262 1679 4583 4328 1553 1155 417 66 3532 cat_boundaries=0 1 cat_threshold=2080 is_linear=0 shrinkage=0.05 Tree=699 num_leaves=31 num_cat=2 split_feature=82 39 43 32 38 14 7 36 32 122 77 28 23 35 30 32 5 52 32 31 56 33 31 30 78 12 20 136 40 136 split_gain=4.07772 7.64162 7.15953 5.49542 8.54974 11.7613 6.69829 6.88956 12.5851 15.837 6.32756 6.11389 7.03203 7.78097 6.08549 5.33457 7.99293 5.17404 5.06389 4.95049 4.69353 5.20161 4.44403 12.6419 11.2764 17.2603 20.3196 23.9629 26.3139 16.9016 threshold=342.21203613281256 8.4499998092651385 13.449999809265138 11.750000000000002 11.34999990463257 2.5449999570846562 0.55000001192092907 10.34999990463257 9.4499998092651385 -0.13052122294902799 15.614999771118166 1025.2500000000002 6.3250000476837167 11.84999990463257 1016.0499877929689 10.449999809265138 12.150000095367433 19.765000343322757 15.150000095367433 1024.4500122070315 308.92886352539068 10.550000190734865 1021.8500061035157 1023.0499877929689 18.884999275207523 3.2749999761581425 8.7150001525878924 0 11.34999990463257 1 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 left_child=22 -2 3 4 6 -6 -3 10 9 -9 -8 12 13 -12 -15 19 20 -5 -4 -10 -17 -22 23 -1 25 26 29 28 -28 -24 right_child=1 2 18 17 5 -7 7 8 15 -11 11 -13 -14 14 -16 16 -18 -19 -20 -21 21 -23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=-1.9180160065519029e-05 -0.016805911976723122 0.015239612477260731 0.037819551406428224 0.00071145234099677032 -0.0024035873816074058 -0.013586613538519577 0.0019011435289152231 0.050915690625293386 -0.0081627154155397477 0.0066982101522570052 -0.011756756306810228 -0.015418129929584329 0.00066767668546568071 -0.0055777494721852318 0.015474635092183376 -0.0025850397685112866 0.018119388013812049 -0.0054599448492984298 0.0030570979484102947 0.013621483113745165 0.025543959674735869 0.0032731972673270952 0.0013008614583422617 -0.0021352791478618724 0.0018474523352724822 -0.001508542497401128 0.0023630170404239106 -2.6834258395555001e-05 0.01322379944188227 -0.00037630190573834246 leaf_weight=1165588 77 62 20 3796 664 364 381 27 259 81 384 138 422 101 52 455 70 373 22 29 30 208 18763 7101 10375 14273 15882 14863 578 75163 leaf_count=1165588 77 62 20 3796 664 364 381 27 259 81 384 138 422 101 52 455 70 373 22 29 30 208 18763 7101 10375 14273 15882 14863 578 75163 internal_value=-6.03955e-06 -0.00113042 -0.00097837 -0.00108789 -0.00248298 -0.00636334 -0.00100502 -0.00138696 0.00149911 0.0177526 -0.00365012 -0.00557813 -0.00416215 -0.00795766 0.00157731 -0.000171087 0.00201744 0.000159298 0.0196106 -0.00596917 0.000390982 0.00608044 7.74335e-07 -3.19938e-05 0.000257129 0.000138871 0.000326606 0.00142942 0.00274273 -4.11672e-05 internal_weight=1.3306e+06 8015 7938 7896 3727 1028 2699 2637 1159 108 1478 1097 959 537 153 1051 763 4169 42 288 693 238 1.32259e+06 1.17269e+06 149897 139522 125249 31323 16460 93926 internal_count=1330601 8015 7938 7896 3727 1028 2699 2637 1159 108 1478 1097 959 537 153 1051 763 4169 42 288 693 238 1322586 1172689 149897 139522 125249 31323 16460 93926 cat_boundaries=0 1 2 cat_threshold=599 5392 is_linear=0 shrinkage=0.05 Tree=700 num_leaves=31 num_cat=2 split_feature=60 52 28 76 136 28 36 70 4 112 72 92 136 99 54 52 76 36 29 21 4 36 33 76 33 29 36 37 86 80 split_gain=4.99206 12.1572 11.3369 9.48675 16.4535 11.2096 10.7137 10.6627 12.093 10.7563 9.05484 12.6651 9.71181 10.2611 10.3064 9.53449 9.37193 10.2622 9.60245 9.26065 9.22795 8.99414 10.831 8.98446 11.5451 8.94337 14.4771 24.9372 11.8584 9.2358 threshold=0.68208706378936779 9.7150001525878924 1026.6499633789065 35.715000152587898 0 1024.549987792969 16.349999427795414 283.74879455566412 11.449999809265138 0.28400452435016638 0.69707083702087413 -0.76730340719223011 1 -0.73926243185996998 10.234999656677248 17.445000648498539 28.045000076293949 11.250000000000002 1024.049987792969 7.1549999713897714 14.250000000000002 18.750000000000004 18.44999980926514 1.0049999952316286 13.050000190734865 1015.6499938964845 12.449999809265138 14.050000190734865 0.8536394238471986 351.47828674316412 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 -1 5 -5 7 -6 -9 25 -3 20 16 14 21 -16 17 -13 -18 -17 -12 -14 -23 24 -2 -10 29 28 -28 -27 right_child=23 2 -4 4 6 -7 -8 8 9 -11 11 12 13 -15 15 19 18 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=1.5954007366493178e-05 0.0068694139017136321 -0.00012307350832690446 0.0042293704637086536 -0.0046905978436109497 -0.0029850679599757344 0.027085700531357101 -0.0097898090734864426 -0.0017817136312879714 0.00045659199388550873 0.034356159061193464 -0.0024138635486562632 0.004505972392172485 0.0034102455119393131 -0.00011297332835149487 0.00029497914703009991 0.0049666528803566151 -0.0062529888700691878 -0.00094953387173897898 0.019727645527470757 0.0016636706868300211 0.031661651465110484 0.035983662469748483 0.0047696032999631245 -0.00027953608620248009 0.00016601599850073542 0.0030627714381421538 -0.0013319338351243833 -0.011656014306525535 0.023012305962059165 -0.013969716741814324 leaf_weight=1041253 1004 32880 2116 3157 2845 28 300 4022 5485 25 3017 1074 5999 8637 11276 2541 917 4367 37 12873 20 47 68 183067 1783 1516 61 85 278 84 leaf_count=1041253 1004 32880 2116 3157 2845 28 300 4022 5485 25 3017 1074 5999 8637 11276 2541 917 4367 37 12873 20 47 68 183067 1783 1516 61 85 278 84 internal_value=3.71722e-06 4.27316e-05 0.000614923 -3.65839e-06 -0.00114542 -0.00439744 -0.00043757 -0.000243049 0.000432016 0.00161381 0.000523604 0.000941562 0.00114034 0.00142001 0.00182406 0.00139988 -0.00067311 0.00012733 -0.00524535 0.00220817 -0.00218946 0.00367577 0.0175267 -0.000236642 0.00258087 0.0015048 0.00434541 0.0125599 0.0186318 0.00216857 internal_weight=1.33086e+06 1.14501e+06 85869 1.05914e+06 17886 3185 14701 14401 11556 7534 83753 50873 47836 41441 32804 26690 6395 5441 954 15414 3037 6114 115 185854 2787 7509 2024 424 339 1600 internal_count=1330862 1145008 85869 1059139 17886 3185 14701 14401 11556 7534 83753 50873 47836 41441 32804 26690 6395 5441 954 15414 3037 6114 115 185854 2787 7509 2024 424 339 1600 cat_boundaries=0 1 2 cat_threshold=6179 2148 is_linear=0 shrinkage=0.05 Tree=701 num_leaves=31 num_cat=4 split_feature=111 7 37 132 28 28 39 63 30 136 2 32 71 1 67 127 36 33 124 36 86 71 136 67 75 16 136 20 0 136 split_gain=4.70151 21.7359 18.5495 18.257 18.2284 26.6167 19.3712 17.9814 16.2259 15.9715 16.4714 15.3468 16.5759 19.0287 15.1783 15.3003 16.7579 26.5391 15.2123 17.7975 20.8274 16.3699 15.4985 14.5139 14.0496 13.1185 12.8946 13.9196 15.3902 12.8212 threshold=-0.017508870922029015 7.0499999523162851 13.550000190734865 1015.5499877929689 997.54998779296886 1005.5499877929689 13.84999990463257 0.45373941957950598 1001.8500061035157 0 248.50000000000003 8.1500000953674334 254.4762878417969 262.50000000000006 36.424999237060554 -0.061046212911605828 11.650000095367433 11.949999809265138 -0.39873388409614557 9.6500000953674334 0.81110802292823803 280.89263916015631 1 6.305000066757203 0.86293706297874462 12.699999809265138 2 7.6749999523162851 171.50000000000003 3 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 left_child=1 9 7 4 -4 6 8 11 25 -1 -11 12 13 -3 -9 18 17 -17 19 20 -16 -22 -20 -8 -19 -6 -21 28 -28 -7 right_child=-2 2 3 -5 5 29 23 14 -10 10 -12 -13 -14 -15 15 16 -18 24 22 26 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0018836776282429128 3.5858424741897403e-05 0.013590899296104908 -0.0073385737648903743 0.018388230598255808 0.021280464936386457 -0.00051939175586387021 0.027278386414187346 0.0020679857814844137 0.015330897941178569 0.00025364630863234348 -0.0011382904417553581 -0.0026192959748829927 0.0023764291098556682 0.072624043878167871 0.0031829375376002558 0.0073153603490454097 3.7095040010331856e-05 0.026322168139679553 -0.01138057932381613 -0.0092853642788255052 0.014450540861640222 0.063578033900509284 0.00024100370703191497 0.0037952050931301449 0.078095811791718012 0.071125898634394016 0.00083696201221115517 0.0019218675099952781 -0.010282345327283431 0.0037466592210705176 leaf_weight=20123 1190046 43 449 184 22 2714 82 11213 74 51401 36237 6162 173 20 168 309 728 38 746 451 39 30 471 333 20 33 631 2290 614 5018 leaf_count=20123 1190046 43 449 184 22 2714 82 11213 74 51401 36237 6162 173 20 168 309 728 38 746 451 39 30 471 333 20 33 631 2290 614 5018 internal_value=3.53136e-06 -0.000269667 0.00085195 0.00280191 0.00247322 0.00300554 0.0136957 0.000132485 0.0306187 -0.000613716 -0.000321862 -0.00214006 0.0103729 0.0323316 0.000951717 -0.000963619 0.00442887 0.0131406 -0.00204906 -0.000629663 0.012682 0.0358103 -0.00697436 0.00843526 0.0441751 0.0511877 -0.00142115 -0.000390454 -0.00464678 0.00225341 internal_weight=1.33086e+06 140816 33055 8909 8725 8276 544 24146 129 107761 87638 6398 236 63 17748 6535 1095 367 5440 4223 237 69 1217 415 58 55 3986 3535 1245 7732 internal_count=1330862 140816 33055 8909 8725 8276 544 24146 129 107761 87638 6398 236 63 17748 6535 1095 367 5440 4223 237 69 1217 415 58 55 3986 3535 1245 7732 cat_boundaries=0 1 2 3 4 cat_threshold=1553 646 769 417 is_linear=0 shrinkage=0.05 Tree=702 num_leaves=31 num_cat=2 split_feature=12 38 31 20 29 133 36 39 53 11 30 15 92 131 122 39 115 41 41 6 34 39 79 136 39 99 20 3 21 136 split_gain=4.74053 12.9565 11.4825 12.6921 12.362 11.0292 9.338 9.2671 9.66077 9.13134 9.02217 8.90453 11.126 11.4923 9.72462 13.8169 12.9156 10.5454 10.2687 9.78113 9.57112 8.92944 8.87759 8.60691 7.9861 13.7813 7.89962 7.81303 7.52247 7.33395 threshold=5.305000066757203 8.7500000000000018 1018.3500061035157 11.605000019073488 1017.3500061035157 1022.9500122070314 11.949999809265138 15.449999809265138 221.75000000000003 5.8500001430511483 1007.9500122070314 4.0150001049041757 0.71912246942520153 210.50000000000003 0.2503704726696015 12.750000000000002 0.23343648016452792 9.3499999046325701 0.15000000223517421 13.250000000000002 9.9499998092651385 12.650000095367433 25.454999923706058 0 12.750000000000002 -0.98879793286323536 9.6350002288818377 249.50000000000003 9.7049999237060565 1 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 left_child=-1 10 3 7 6 9 -4 11 -9 -5 -2 24 13 -13 15 18 29 19 21 -17 -20 26 -10 -6 25 -3 -14 -11 -27 -16 right_child=1 2 4 5 23 -7 -8 8 22 27 -12 12 14 -15 16 17 -18 -19 20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=9.8676032524968658e-06 0.0023511396953836087 0.020574984783306719 -0.054035252556204796 -0.004680855302805347 0.0016024247615162254 -0.028708310780877419 -0.015169345188084715 0.0012402044665477761 0.040048688590665023 0.01500718575232895 0.045269985049962998 -0.0030443172496230318 0.0046297626542589907 -0.029897792457538853 -0.0013377533161698534 0.007297434534929279 0.034041195478112928 -0.021908205603797207 -0.016608317365075963 -0.014746008157628041 0.005099480393689999 0.042936841366083729 0.0068185045328970203 -0.0076543406837830648 -0.01078802612609546 -0.0011381718359473455 0.017526056712110511 0.0017174615127932742 -0.013760381858554428 -0.015706624805461616 leaf_weight=1324539 24 60 20 126 381 22 68 182 37 320 25 1411 239 41 282 162 21 68 61 73 303 23 44 730 473 435 236 169 162 125 leaf_count=1324539 24 60 20 126 381 22 68 182 37 320 25 1411 239 41 282 162 21 68 61 73 303 23 44 730 473 435 236 169 162 125 internal_value=3.34762e-06 -0.00136245 -0.00156248 -0.000522777 -0.00596321 0.00607721 -0.0240025 -0.00147009 0.0076332 0.00732157 0.0242485 -0.00204355 -0.000636874 -0.00380258 0.00224863 0.00461649 -0.00419662 -0.00456776 0.00784483 0.000449897 0.00146164 0.0125105 0.0219977 -0.00453435 -0.00583409 -0.00226756 0.0110372 0.0104142 -0.00456329 -0.00616958 internal_weight=1.33086e+06 6323 6274 5075 1199 637 88 4438 263 615 49 4175 3045 1452 1593 1165 428 303 862 235 364 498 81 1111 1130 657 475 489 597 407 internal_count=1330862 6323 6274 5075 1199 637 88 4438 263 615 49 4175 3045 1452 1593 1165 428 303 862 235 364 498 81 1111 1130 657 475 489 597 407 cat_boundaries=0 1 2 cat_threshold=1345 140 is_linear=0 shrinkage=0.05 Tree=703 num_leaves=31 num_cat=0 split_feature=3 43 7 24 8 124 13 89 19 20 40 105 64 78 71 134 135 98 82 16 31 86 20 31 24 99 75 110 103 79 split_gain=4.54791 10.6248 16.1559 8.94489 8.63425 6.68287 5.58982 7.03959 5.35386 8.23852 6.64179 6.60672 5.24771 15.3868 21.4938 14.0631 15.8791 17.3864 20.2256 15.6267 12.8547 12.6457 11.7613 13.2997 13.4807 9.46661 9.7466 15.7153 9.18578 9.52878 threshold=349.50000000000006 10.449999809265138 7.6499998569488534 339.50000000000006 11.449999809265138 0.98624804615974437 3.9850000143051152 1.0000000180025095e-35 11.775000095367433 7.3949999809265146 2.4500000476837163 -0.4390802383422851 34.924999237060554 16.605000495910648 281.22003173828131 1018.1499938964845 1015.6499938964845 -0.98955249786376942 210.28749084472659 12.699999809265138 1017.8500061035157 0.75759565830230724 10.364999771118166 1030.350036621094 278.50000000000006 -0.97114610671997059 0.85536682605743419 -0.69335895776748646 -0.85116037726402272 41.07500076293946 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 6 4 -4 -3 -5 -2 8 9 -8 -10 -11 -1 14 20 16 28 -18 19 -19 -14 -20 23 24 -22 26 -17 -28 29 -15 right_child=1 2 3 5 -6 -7 7 -9 10 11 -12 -13 13 15 -16 25 17 18 21 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=4.432930610749838e-05 -0.0010559010806907715 0.00054792571103388682 0.0038712953562575615 0.0058702338859438902 -0.0061102011660740009 0.020895279914579668 -0.0046637324681236911 -0.023413082618767827 0.0041163803083720035 -0.0028539401065144276 -0.0051030045854756874 0.015285549670960264 -0.0057353400694133104 -0.011734158040242082 -0.00042374141532807417 -0.0062562887344016771 -0.016219250801950694 0.015789946022310427 0.03577360337600112 0.077544739739969379 0.00058096607429753159 0.0061718885585951679 0.0034540172335612825 0.025440628658980131 -0.0065965735907142185 -0.0075802558506501763 0.04567385643188443 0.003867368631293638 0.00027745738520000763 -0.00070466479538784676 leaf_weight=1217687 32363 8641 950 140 516 157 104 26 504 63 319 247 3743 324 16233 147 60 21 40 20 1122 368 885 40 1569 939 28 114 42997 495 leaf_count=1217687 32363 8641 950 140 516 157 104 26 504 63 319 247 3743 324 16233 147 60 21 40 20 1122 368 885 40 1569 939 28 114 42997 495 internal_value=3.17157e-06 -0.000496513 0.000899835 0.00623907 0.000172738 0.0138128 -0.000928548 0.00233473 0.00287591 0.00751378 0.000542888 0.0115991 2.02687e-05 -0.000403454 -0.00143988 0.000133315 0.000279542 0.00905998 0.012438 0.0459142 -0.00368136 0.00907402 -0.00155524 -0.00317853 -0.00360393 -0.00514478 0.00276842 0.0121109 0.000177542 -0.00506798 internal_weight=1.33086e+06 44030 10404 1247 9157 297 33626 1263 1237 414 823 310 1.28683e+06 69145 23592 45553 44325 509 449 41 7359 408 3616 2731 2691 1228 289 142 43816 819 internal_count=1330862 44030 10404 1247 9157 297 33626 1263 1237 414 823 310 1286832 69145 23592 45553 44325 509 449 41 7359 408 3616 2731 2691 1228 289 142 43816 819 is_linear=0 shrinkage=0.05 Tree=704 num_leaves=31 num_cat=1 split_feature=12 38 31 20 29 133 2 85 30 28 136 23 30 19 15 65 11 123 40 116 39 23 114 93 121 28 28 0 71 7 split_gain=4.34951 11.6655 10.4012 11.5395 11.4045 9.80715 8.55598 13.3816 16.4951 10.7618 8.51591 8.44929 8.1334 7.89264 7.84731 10.6556 7.53882 7.46244 10.6239 7.20969 11.0344 6.20801 7.4868 6.08464 5.99115 5.972 9.44396 6.89098 7.98176 5.86334 threshold=5.305000066757203 8.7500000000000018 1018.3500061035157 11.605000019073488 1015.5499877929689 1022.9500122070314 322.50000000000006 0.80138760805130016 1009.7500000000001 1017.9500122070314 0 9.5250000953674334 1007.9500122070314 20.524999618530277 3.9050000905990605 20.945000648498539 5.8500001430511483 0.55191597342491161 12.550000190734865 -0.23343648016452787 13.650000095367433 10.744999885559084 -0.98321744799613942 0.074863597750663771 -0.39873388409614557 1016.5499877929689 1015.3500061035157 154.50000000000003 260.99012756347662 8.2500000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 12 3 6 -4 11 13 8 29 -10 24 14 -2 17 15 -5 -13 19 -19 20 25 -12 -23 -21 -6 26 27 28 -3 -8 right_child=1 2 4 5 10 -7 7 -9 9 -11 21 16 -14 -15 -16 -17 -18 18 -20 23 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=9.2582841109152649e-06 0.0022054303864327569 -0.014291820952203126 -0.039803619221008078 -0.010768685992807151 -0.0058886207012238991 -0.027014140073548666 0.00825145606836304 -0.0039931826619737732 0.019875015154243017 -0.0046176030825484885 -0.0047597523180668046 -0.010446656531957763 0.042955500513315203 0.017395173313649138 0.02410789279775186 0.018125239583222489 0.0062235154507256918 -0.012846360463175058 0.021816530637443068 -0.0090761115004064762 -0.0218761889485731 -0.026532128255903009 -0.0086350388008819817 -0.002125056906461531 0.0065554073086741688 0.02565472169662826 -0.027928111876320577 0.0075634814273278748 0.01912992220250485 -0.021718757755142898 leaf_weight=1324539 24 80 24 55 172 22 25 304 243 55 506 89 25 50 110 76 285 280 24 362 42 84 192 2416 221 32 23 432 23 47 leaf_count=1324539 24 80 24 55 172 22 25 304 243 55 506 89 25 50 110 76 285 280 24 362 42 84 192 2416 221 32 23 432 23 47 internal_value=3.01299e-06 -0.00130525 -0.00149504 -0.000505509 -0.00568344 0.00578767 -0.00140879 0.00377928 0.0101653 0.0153546 -0.00498652 0.00696107 0.0229963 -0.00233779 0.0142619 0.0059942 0.00225655 -0.00260345 -0.0101098 -0.00193426 0.00288587 -0.00794831 -0.014082 -0.00303085 0.00108164 0.00464859 0.00344394 0.00479265 -0.00682871 -0.0113124 internal_weight=1.33086e+06 6323 6274 5075 1199 637 4438 674 370 298 1175 615 49 3764 241 131 374 3714 304 3410 632 782 276 2778 393 590 558 535 103 72 internal_count=1330862 6323 6274 5075 1199 637 4438 674 370 298 1175 615 49 3764 241 131 374 3714 304 3410 632 782 276 2778 393 590 558 535 103 72 cat_boundaries=0 1 cat_threshold=1345 is_linear=0 shrinkage=0.05 Tree=705 num_leaves=31 num_cat=0 split_feature=64 78 70 67 85 52 55 117 8 32 34 63 86 30 110 82 39 60 32 85 124 26 56 13 65 39 30 83 91 39 split_gain=4.65663 14.2504 14.0226 13.6183 12.0753 11.681 17.0461 23.5066 14.7014 13.0124 22.8599 19.2482 11.3525 12.3021 12.5289 11.5546 12.617 17.8989 16.5788 15.5628 12.5805 12.2495 11.8517 11.2331 11.2044 11.5988 10.9155 14.313 16.14 10.886 threshold=23.875000000000004 19.535000801086429 289.33444213867193 6.0150001049041757 0.68941867351531994 31.545000076293949 51.965000152587898 0.23343648016452792 7.9500000476837167 14.250000000000002 14.750000000000002 0.6323530673980714 0.72074806690216076 1021.4500122070314 0.28664648532867437 183.27020263671878 12.34999990463257 0.56467589735984813 11.84999990463257 0.72630971670150768 -0.84335932135581959 243.50000000000003 285.98994445800787 2.7150000333786015 76.985000610351577 13.050000190734865 1004.7500000000001 202.17022705078128 -0.9911406636238097 11.050000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 23 7 9 -9 -7 11 -11 13 14 15 -3 22 19 -19 20 -18 -22 26 -6 -20 -26 27 -17 -29 -16 right_child=1 12 -4 4 5 6 -8 8 -10 10 -12 -13 -14 -15 29 16 17 18 24 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=1.7450646369328294e-05 -0.0058590331995051204 -0.0098936925380257897 -0.00018645701776017404 -0.0040412392524318821 -0.00094431299667957318 0.0038349051229340419 -0.0014687230330539427 0.0019068719720308647 -0.0054405650338998071 -0.0076614207858520175 0.0054711166880653684 0.035997503318717733 6.8971548841661979e-05 -0.0042665601206142356 -0.0012685469957249053 0.028481247037163249 0.0060286478458770687 0.01158784850472791 0.0033627010989234064 -0.0080642340064514435 0.074779400442327768 0.030684373096104653 -0.0037256935672142877 -0.0042977306710075157 0.0094102137932079097 -0.018851169882830057 0.0010421486991515061 0.028968305037936792 -0.0027470546661678592 0.015736577788571262 leaf_weight=1200873 1773 178 41962 3593 6975 2145 7570 1741 1118 31 356 136 53848 579 129 92 35 552 705 32 21 63 901 3890 51 126 886 53 165 348 leaf_count=1200873 1773 178 41962 3593 6975 2145 7570 1741 1118 31 356 136 53848 579 129 92 35 552 705 32 21 63 901 3890 51 126 886 53 165 348 internal_value=-1.33275e-05 -0.000297522 -0.000772707 -0.0016115 -0.0013382 -0.000932891 7.25986e-05 0.00218365 -0.000966313 0.00555912 0.0126307 0.0278932 0.000278953 0.00257901 0.00349291 0.0025482 0.00314968 0.00651628 0.0047921 0.0228903 0.0312142 0.0417081 0.000605067 -0.00214494 0.000538977 -0.0107081 0.00386762 0.011943 0.00496356 0.0111377 internal_weight=1.33093e+06 130054 71290 29328 27555 23962 13097 5527 2859 2668 523 167 58764 4916 4337 3860 3682 1585 1434 151 119 84 2097 10865 882 177 1196 310 218 477 internal_count=1330927 130054 71290 29328 27555 23962 13097 5527 2859 2668 523 167 58764 4916 4337 3860 3682 1585 1434 151 119 84 2097 10865 882 177 1196 310 218 477 is_linear=0 shrinkage=0.05 Tree=706 num_leaves=31 num_cat=2 split_feature=28 29 37 136 34 20 39 103 1 33 31 34 111 39 13 23 17 19 24 27 29 14 136 28 84 127 3 34 53 31 split_gain=4.2126 20.5362 14.6292 18.5882 12.5679 11.8583 11.2001 16.8686 61.2185 28.5799 14.6001 17.3135 15.9597 17.6898 13.3028 12.974 12.4929 12.4877 12.4856 12.2424 12.0939 11.6474 14.2553 18.2793 11.4332 10.7606 10.7203 10.9484 20.4267 22.1627 threshold=1012.5499877929689 1012.7500000000001 19.250000000000004 0 12.449999809265138 6.055000066757203 10.84999990463257 -0.52198049426078785 280.50000000000006 8.7500000000000018 1012.1499938964845 13.050000190734865 -0.49154707789421076 11.34999990463257 1.3949999809265139 5.8450000286102304 12.699999809265138 8.7100000381469744 250.50000000000003 181.50000000000003 1007.5499877929689 3.0449999570846562 1 1007.4500122070314 0.89479109644889843 -0.74892720580101002 302.50000000000006 12.250000000000002 2.3349999189376835 1015.4500122070314 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 -1 -3 26 7 8 24 -10 15 12 13 20 -9 16 -8 -14 -18 -20 -12 22 23 25 -7 -19 27 28 -5 -30 right_child=-2 4 -4 5 -6 6 10 14 9 -11 11 -13 17 -15 -16 -17 18 21 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0010517889254866215 -6.226187660821201e-05 0.0040472301134421426 -0.0011575775571991658 0.00024320754218541682 0.00097137380637794455 0.0049846902397711161 0.00092945719582424036 0.0046219935466839069 0.10932607803493739 0.024798093386925759 -0.012851687430271081 0.00016091845989773607 -0.0002126040479691587 -0.0059933122201108885 -0.0016688865852028919 -2.7457749135808571e-05 -0.00077548904690637448 0.012034982102613868 0.022056940203255562 0.0063621204208115234 0.020820329677787547 0.00091642560169822153 0.0034165292513635317 0.0076644200621580677 -0.023135703918225586 0.058763487532269211 -0.0014895411369609838 -0.00061318922895295272 0.0075731912264396621 -0.012161853043963352 leaf_weight=47835 1015266 4789 22975 9276 10834 494 6990 889 20 20 35 12204 1914 843 15357 114452 592 22 137 1335 112 2003 4068 2452 39 28 22359 31701 1731 155 leaf_count=47835 1015266 4789 22975 9276 10834 494 6990 889 20 20 35 12204 1914 843 15357 114452 592 22 137 1335 112 2003 4068 2452 39 28 22359 31701 1731 155 internal_value=-1.26611e-05 0.000146871 5.48441e-05 0.000155382 0.00191423 -3.17233e-05 0.00019506 -0.00102726 0.00740424 0.0670621 0.000334735 0.00147199 0.00286611 -0.00320232 -0.00132464 0.000116678 0.00193871 0.00343898 0.00535666 0.00782285 0.0128032 0.00425423 0.00527183 0.00824176 0.0029271 0.0382029 -0.000601994 -0.000139015 0.00120768 0.00595128 internal_weight=1.33093e+06 315661 300038 277063 15623 229228 164006 16819 573 40 147187 23681 11477 990 16246 123506 9054 10487 2064 1472 147 8573 6570 2502 533 50 65222 42863 11162 1886 internal_count=1330927 315661 300038 277063 15623 229228 164006 16819 573 40 147187 23681 11477 990 16246 123506 9054 10487 2064 1472 147 8573 6570 2502 533 50 65222 42863 11162 1886 cat_boundaries=0 1 2 cat_threshold=1066 769 is_linear=0 shrinkage=0.05 Tree=707 num_leaves=31 num_cat=2 split_feature=98 136 35 129 28 35 75 14 28 55 129 76 69 67 134 8 131 83 52 39 73 105 136 36 32 63 33 77 127 111 split_gain=4.26933 7.41539 9.81733 8.63165 11.2029 16.2869 17.3027 32.5136 9.35128 12.1064 9.04419 8.38873 8.03519 7.90754 10.4691 7.78882 7.75121 7.67321 7.539 9.39324 7.45135 7.44312 7.43154 8.57049 6.68053 7.71286 6.82176 6.3473 6.25153 9.79156 threshold=-0.9937288463115691 0 7.3500001430511483 293.50000000000006 1009.3500061035157 12.250000000000002 0.84909930825233471 2.3850001096725468 1021.9500122070314 2.9550000429153447 206.50000000000003 10.885000228881838 272.76240539550787 11.59500026702881 1017.2500000000001 8.2500000000000018 294.50000000000006 284.77751159667974 133.6350021362305 12.750000000000002 0.81580138206481945 0.071686591953039183 1 12.750000000000002 11.150000095367433 0.5488552749156953 8.6500000953674334 29.994999885559086 0.71322327852249157 0.45143352448940283 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 3 15 4 5 6 16 -8 28 24 18 -4 20 -12 -15 -3 -1 -5 22 -20 -9 -13 -7 -24 26 -26 -10 -22 -6 -30 right_child=-2 2 11 17 8 10 7 12 9 -11 13 21 -14 14 -16 -17 -18 -19 19 -21 27 -23 23 -25 25 -27 -28 -29 29 -31 leaf_value=0.0044093135078322517 1.0473137057084262e-05 -0.0034605094183028009 -0.00028751804500782657 -0.017155863308668636 0.00032996767681357894 0.0044736633062854121 0.067448017368359231 -0.0010290633158191391 0.029634209331125025 0.001385644586764264 -0.00097357604381007447 -0.0016291125797943892 -0.0028409068719769011 0.035488458091600075 -0.0036471177926287058 -0.016545513335524183 0.036234494964592155 -0.0028310686492183839 0.043926083650439984 0.0033820798294618725 0.016530458269448118 -0.011259096336931073 -0.018908399656218919 -0.0026851068601410786 0.010049656380392381 0.028941425868034571 -0.0014289433419961777 0.050218656493557827 -0.0034804689389104195 0.00021298941712245267 leaf_weight=441 1251901 371 37328 119 15664 297 35 23 20 2997 60 12227 49 54 25 164 20 436 20 50 29 204 95 569 226 71 152 27 3257 3996 leaf_count=441 1251901 371 37328 119 15664 297 35 23 20 2997 60 12227 49 54 25 164 20 436 20 50 29 204 95 569 226 71 152 27 3257 3996 internal_value=-1.20264e-05 -0.000368455 -0.000734451 0.000272363 0.000394086 0.00421739 0.0107409 0.0247429 0.000134107 0.00255462 0.000738206 -0.000662161 0.0130657 0.0127107 0.0231038 -0.00747161 0.00579002 -0.00590251 -0.00087593 0.0149661 0.0229319 -0.00178715 -0.00202987 -0.00493193 0.0100246 0.0145659 0.00218305 0.032773 -0.000231975 -0.00144558 internal_weight=1.33093e+06 79026 50294 28732 28177 1794 624 163 26383 3466 1170 49759 128 139 79 535 461 555 1031 70 79 12431 961 664 469 297 172 56 22917 7253 internal_count=1330927 79026 50294 28732 28177 1794 624 163 26383 3466 1170 49759 128 139 79 535 461 555 1031 70 79 12431 961 664 469 297 172 56 22917 7253 cat_boundaries=0 1 2 cat_threshold=5702 1092 is_linear=0 shrinkage=0.05 Tree=708 num_leaves=31 num_cat=1 split_feature=64 78 70 67 85 32 33 25 31 104 20 55 63 136 26 1 60 20 71 127 86 59 86 30 106 127 96 25 29 31 split_gain=4.19248 12.8304 12.4712 12.3399 10.914 11.0574 16.5171 17.7044 22.9314 13.6764 13.3937 19.8245 16.648 20.4382 16.3552 11.643 11.5277 11.2438 12.0654 11.0614 12.19 10.6976 10.1927 11.0366 11.3088 11.1751 19.5425 15.983 14.4929 12.6111 threshold=23.875000000000004 19.535000801086429 289.33444213867193 6.0150001049041757 0.68941867351531994 9.4499998092651385 12.150000095367433 283.50000000000006 1017.8500061035157 -0.72989839315414418 8.9849996566772479 60.104999542236335 0.62916448712348949 0 280.50000000000006 4.5000000000000009 0.67903223633766185 10.234999656677248 286.48175048828131 -0.81408452987670887 0.77240207791328441 292.41093444824224 0.72074806690216076 1021.4500122070314 1.0000000180025095e-35 -0.35019405186176294 -0.99688759446144093 246.50000000000003 1004.7500000000001 1013.4500122070314 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 -6 15 8 -8 10 19 12 -12 -14 16 -7 -15 18 -9 20 -10 -16 23 24 25 27 -27 28 -3 -28 right_child=1 22 -4 4 5 6 7 17 9 -11 11 -13 13 14 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 29 -29 -30 -31 leaf_value=1.7780606466211654e-05 -0.0055662647637524125 0.03093178508144508 -0.00017910187477079717 -0.0038326235155562286 0.0020227504178478356 -0.009922819726555402 -0.0011034022683080187 -0.0052546895090873269 -0.0042928212642913957 0.013249470003279815 -0.0010228314321836108 0.00050654179250095906 0.00416951962233138 0.065009353542700418 0.0020430800109655441 -0.002523493845210173 0.028393714215569157 0.0019052558636955545 -0.00041502022979130214 -0.0037421553739042778 0.016524969412894719 0.040008397884261998 6.6950913961222311e-05 -0.0040385884772873581 -0.010040692142606562 0.019086147797636906 0.0017894743834853039 0.00035303342731727032 0.0052131639627711569 0.012646551550823863 leaf_weight=1200873 1773 82 41962 3593 2890 572 3349 2836 122 424 182 688 238 24 96 7535 206 1463 2359 789 166 23 53848 579 153 277 1049 2252 165 359 leaf_count=1200873 1773 82 41962 3593 2890 572 3349 2836 122 424 182 688 238 24 96 7535 206 1463 2359 789 166 23 53848 579 153 277 1049 2252 165 359 internal_value=-1.14234e-05 -0.000281083 -0.000731972 -0.00152301 -0.00126285 -0.000877522 -0.00127529 -0.000168342 0.00173004 0.00493803 0.00354732 0.00667265 0.0121893 0.0162857 0.0237484 -0.00304556 0.0322145 -0.00196665 -0.00305704 -0.000680724 0.00770632 0.00938091 0.000265917 0.00244532 0.00331093 0.00379917 0.00694607 0.00167731 0.0137513 0.00455772 internal_weight=1.33093e+06 130054 71290 29328 27555 23962 21072 12965 6307 2958 2534 1457 769 587 349 8107 230 6658 5195 1077 288 119 58764 4916 4337 4184 1685 2499 247 1408 internal_count=1330927 130054 71290 29328 27555 23962 21072 12965 6307 2958 2534 1457 769 587 349 8107 230 6658 5195 1077 288 119 58764 4916 4337 4184 1685 2499 247 1408 cat_boundaries=0 1 cat_threshold=3280 is_linear=0 shrinkage=0.05 Tree=709 num_leaves=31 num_cat=0 split_feature=38 12 126 33 30 12 32 35 96 122 24 23 55 10 102 68 75 35 124 111 73 20 124 55 35 72 34 19 21 29 split_gain=3.94074 14.381 16.143 13.2172 12.6298 18.4641 13.4731 25.6291 16.9088 12.3874 11.912 11.4274 20.0493 17.2142 15.3689 14.7442 18.0249 17.4138 18.3188 28.9061 26.8742 16.7382 15.8042 23.1007 13.186 18.1892 13.6065 12.0846 11.7453 11.5026 threshold=11.150000095367433 3.3549998998641972 0.78257837891578685 12.949999809265138 1001.8500061035157 4.4049999713897714 8.3499999046325701 7.3500001430511483 -0.54971751570701588 -0.25037047266960138 288.50000000000006 7.9049999713897714 13.50500011444092 16.349999427795414 0.11549116671085359 278.52713012695318 0.74444565176963817 8.5500001907348651 0.66259482502937328 -0.77562236785888661 0.81580138206481945 7.8550000190734872 -0.59480014443397511 0.38499999046325689 11.84999990463257 0.60408654808998119 11.34999990463257 20.524999618530277 6.1349999904632577 1018.1499938964845 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 11 5 -4 7 -6 -9 -10 -3 15 27 14 -14 21 24 22 -19 20 -20 -1 23 -18 25 -17 -27 -13 29 -26 right_child=-2 2 4 -5 6 -7 -8 8 9 -11 -12 12 13 -15 -16 16 17 18 19 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31 leaf_value=-0.0004158556846829203 -4.5551538085331132e-05 -0.00060260243521953049 -0.0055865853654345635 -0.0030368368383841757 -0.00072325017406136324 -0.056280741063149078 -0.00014542195653082478 0.0034792476413298616 0.026560500816561246 0.0098024408364753152 -0.0036027869773152827 0.0022751507426726721 -0.0039016320192950941 0.035810064580855949 0.00054307598169100275 -0.00083922533046625449 0.037219471048484463 -0.0011404475416011955 0.078008899481400204 0.0014416170103678204 0.011814780670987525 0.0024669395110887629 -0.0051394147443208464 0.00089365891387313458 0.0050697834485678413 0.0029250330043657825 -0.001871646234887028 0.017634912023364563 0.00039042987897757266 0.014385327818634375 leaf_weight=71974 1144712 6599 82 2801 1017 23 8007 386 211 231 6635 17514 2435 33 9663 6412 47 10449 23 14773 46 5414 2641 636 2173 12656 1674 129 1140 391 leaf_count=71974 1144712 6599 82 2801 1017 23 8007 386 211 231 6635 17514 2435 33 9663 6412 47 10449 23 14773 46 5414 2641 636 2173 12656 1674 129 1140 391 internal_value=-1.08506e-05 0.000202465 -0.000962526 0.000368191 0.000558313 -0.016691 0.000742152 0.00459408 0.0111251 0.0178023 -0.00210678 0.000427717 0.00131158 -0.000253153 -0.000351523 0.000225983 0.000867945 1.61679e-05 0.000463333 0.00159242 0.0338795 -0.000214178 -0.00338613 0.00339339 0.00186498 0.00137426 0.0023647 0.00238746 0.00461296 0.00649037 internal_weight=1.33093e+06 186215 23191 163024 9957 105 9852 1845 828 442 13234 160223 29774 12131 12098 130449 53061 28615 25291 14842 69 77388 3324 683 24446 20742 14330 17643 3704 2564 internal_count=1330927 186215 23191 163024 9957 105 9852 1845 828 442 13234 160223 29774 12131 12098 130449 53061 28615 25291 14842 69 77388 3324 683 24446 20742 14330 17643 3704 2564 is_linear=0 shrinkage=0.05 Tree=710 num_leaves=31 num_cat=2 split_feature=52 53 12 12 136 64 19 17 133 12 29 52 111 15 61 136 37 19 37 70 30 32 38 127 19 109 56 55 0 80 split_gain=4.68486 9.46397 9.28996 8.91448 10.1387 9.31928 10.9596 11.8882 10.6578 11.3969 10.4313 9.74742 9.66598 8.78535 8.7079 9.61402 10.5334 14.8118 12.1162 15.4816 15.5271 26.6668 17.0691 12.8539 13.6218 12.3608 16.835 15.2443 15.4022 11.9425 threshold=52.460000991821296 50.690000534057624 3.1950000524520878 3.5249999761581425 0 10.72499990463257 12.699999809265138 14.550000190734865 1020.6499938964845 2.4150000810623173 1026.549987792969 79.409999847412124 -0.29584680497646326 4.4849998950958261 0.93781083822250377 1 10.750000000000002 13.344999790191652 11.150000095367433 289.33444213867193 1019.5499877929689 10.550000190734865 15.550000190734865 -0.55191597342491139 15.405000209808351 0.45586980879306799 301.34420776367193 57.924999237060554 295.50000000000006 214.24497222900393 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 13 5 -5 8 7 -7 9 -2 11 -8 -12 -3 15 16 17 29 -18 -20 21 25 23 24 -23 -21 27 -27 -29 -6 right_child=3 2 -4 4 14 6 10 -9 -10 -11 12 -13 -14 -15 -16 -17 18 -19 19 20 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-8.4551969443562713e-06 0.0032252195092780656 -0.00055147263953554714 -0.0032685511191334555 -0.013792070765220732 -0.014183984309696827 0.0023762751574203439 0.0016058632861782136 -0.0042742392036580054 0.029101342078426792 -0.0030191260258822321 0.015680812283729514 0.0043288395347856317 -0.004647916405403736 0.013885723754097752 -0.0045139931651757446 -0.00080366034850059642 0.0069017802298396982 -0.0055835704083636115 -0.00040062649553427736 0.0073846067699803002 -9.1613174905179253e-05 0.017281275474307863 0.030237059354443444 -0.00032840003729584622 -0.0043099438648600621 0.010138406059039491 0.014890341499905016 0.027793770873298249 0.079848035176595056 0.0039326197181156885 leaf_weight=1267267 1002 6934 4362 125 100 1214 11055 1505 29 2699 63 4677 814 107 1056 14096 1018 1293 6156 319 1692 235 55 1310 106 28 275 27 30 1007 leaf_count=1267267 1002 6934 4362 125 100 1214 11055 1505 29 2699 63 4677 814 107 1056 14096 1018 1293 6156 319 1692 235 55 1310 106 28 275 27 30 1007 internal_value=-2.44169e-06 -2.13586e-05 -0.00145537 0.000462846 -0.00012171 0.00119622 0.0016378 -0.00130487 -0.00109196 -0.00132855 0.00211953 0.00241538 -0.00318759 -0.000332075 -5.7575e-05 0.000112007 0.00105734 -0.00194909 0.00169959 0.00118207 0.00357183 0.0061708 0.00283533 0.0019225 0.0105696 0.0145512 0.0209016 0.04035 0.0551908 0.00229607 internal_weight=1.33066e+06 1.27867e+06 11403 51986 28928 23058 19328 2719 3730 3701 16609 15732 877 7041 28803 27747 13651 2400 11251 10233 4077 2385 1706 1651 341 679 360 85 57 1107 internal_count=1330656 1278670 11403 51986 28928 23058 19328 2719 3730 3701 16609 15732 877 7041 28803 27747 13651 2400 11251 10233 4077 2385 1706 1651 341 679 360 85 57 1107 cat_boundaries=0 1 2 cat_threshold=2080 660 is_linear=0 shrinkage=0.05 Tree=711 num_leaves=31 num_cat=1 split_feature=1 136 9 108 23 104 67 38 78 70 67 112 120 76 26 12 15 22 21 13 87 71 58 98 62 15 39 84 129 98 split_gain=4.57584 17.3563 11.7922 14.3721 11.9705 14.8487 9.61816 12.833 17.2132 18.3002 10.9419 12.9805 9.44213 9.37482 11.4997 13.1297 12.5433 10.2425 10.6618 8.76715 9.74325 9.80016 11.956 8.66446 8.65302 8.5439 8.02241 13.1973 23.0259 8.91547 threshold=51.500000000000007 0 11.150000095367433 0.77698415517807018 9.0349998474121112 -0.92879053950309742 6.6749999523162851 18.550000190734867 4.6349999904632577 266.38955688476568 51.120000839233406 -0.9914070963859557 -0.061046212911605828 6.6749999523162851 311.50000000000006 2.1350001096725468 1.985000014305115 8.3150000572204608 6.0750000476837167 4.2550001144409189 0.76026910543441784 289.81954956054693 291.94017028808599 -0.90365201234817494 0.80836287140846264 4.2449998855590829 12.750000000000002 0.73293992877006542 151.50000000000003 -0.77835872769355763 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 6 4 26 -6 13 10 9 -9 12 24 -8 14 15 -3 17 18 -17 20 25 -22 -23 -13 -12 -7 27 28 -4 -28 right_child=-2 2 3 -5 5 19 7 8 -10 -11 11 23 -14 -15 -16 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.00072128643050114712 -3.9676344804975734e-05 -0.00023097450444173803 0.057529413800400046 -0.0071359731116149268 0.038924691411596019 0.012435601490142291 0.0014466816674961157 0.0020426920991774428 0.0017787906214605078 0.050646016202453119 -0.0038440936668352648 -0.0032478572210535603 -0.0014546375979904754 0.0015669289893567783 -0.0025285991468736867 -0.004963493548765234 0.0012741148343531124 0.0014394319870051687 0.014545065142629028 -0.0097359835232297583 -0.017064394195692553 0.042260196033333031 0.00044843843864762913 0.004071589669306745 0.025916034417682667 0.0474362338334322 -0.0015959063245822736 -0.0006467290179136897 0.0058487059550345064 -0.0076097215653298626 leaf_weight=90950 1144867 33047 26 1246 33 136 3146 34 182 45 33 604 25816 11482 4187 82 7543 429 480 90 58 21 92 1223 94 20 1808 1821 126 935 leaf_count=90950 1144867 33047 26 1246 33 136 3146 34 182 45 33 604 25816 11482 4187 82 7543 429 480 90 58 21 92 1223 94 20 1808 1821 126 935 internal_value=-2.32509e-06 0.00022784 -0.000245421 -0.00231592 -0.00115336 0.00663829 -9.53136e-05 -0.000801947 0.0102386 0.0297281 -0.000895153 0.00272625 -0.00113948 0.000289502 -3.09708e-05 0.000220528 0.00196892 0.00725746 0.0116986 0.00408325 0.0078867 -0.000356809 0.00821877 0.00165181 0.0181831 0.0169229 -0.00189684 0.000534723 0.0146888 -0.00364582 internal_weight=1.33066e+06 185789 94839 6412 5166 450 88427 31177 261 79 30916 1954 28962 57250 45768 41581 8534 991 562 417 327 171 113 1827 127 156 4716 1973 152 2743 internal_count=1330656 185789 94839 6412 5166 450 88427 31177 261 79 30916 1954 28962 57250 45768 41581 8534 991 562 417 327 171 113 1827 127 156 4716 1973 152 2743 cat_boundaries=0 1 cat_threshold=3480 is_linear=0 shrinkage=0.05 Tree=712 num_leaves=31 num_cat=1 split_feature=52 54 64 80 34 39 20 55 33 107 88 136 127 60 37 66 7 107 20 39 73 94 130 34 107 4 134 73 73 36 split_gain=4.16962 8.88724 12.4579 10.1631 9.25349 12.1463 18.733 12.5841 9.08982 9.11664 8.74603 8.57571 13.0888 10.7928 10.3956 9.04631 8.88041 12.0385 9.11651 8.62682 8.54042 8.67688 8.50985 9.16731 10.8677 11.8004 10.9394 14.7219 9.31515 8.14489 threshold=52.460000991821296 41.514999389648445 35.555000305175788 194.27674102783206 16.050000190734867 16.849999427795414 7.5150001049041757 60.104999542236335 10.650000095367433 -0.98394349217414845 -0.99813273549079884 0 -0.70088258385658253 0.75988712906837474 17.250000000000004 33.004999160766609 1.4499999880790713 -0.81535685062408436 8.6549997329711932 17.44999980926514 0.85315513610839855 -0.20905634015798566 268.50000000000006 14.250000000000002 -0.83824521303176869 5.1499998569488534 1016.9500122070314 0.8968198597431184 0.81580138206481945 13.750000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 10 5 22 7 -7 -5 -10 -4 13 15 -2 19 -13 17 18 -16 -14 -15 -22 29 24 -24 -26 28 -28 -27 -3 right_child=11 2 3 8 -6 6 -8 -9 9 -11 -12 12 14 20 16 -17 -18 -19 -20 -21 21 -23 23 -25 25 26 27 -29 -30 -31 leaf_value=-9.6076744351023691e-07 0.0029440677292856777 0.00047686456635053116 0.028738357059848615 -0.00033378804162301321 -0.004265339077002145 0.014673758652948199 0.0044479422263095187 0.069411346671127139 -0.0097673522429876074 -0.0033104943388059071 0.0032237665723044277 -0.0064965088771983441 -0.00011389237724702018 -0.00061455429203301779 0.055686486379376482 -0.0002490162694284771 0.0022865089770112675 0.0045236213096012806 0.018670408946927636 -0.023654173593968153 -0.0061838117890689083 0.0015145254254889057 0.00085617577872024143 -0.0067359263530996603 0.0022541524831467541 0.069648973359948116 0.0067948382517153579 0.05172186584576316 0.024049916040773195 -0.0019698999832517931 leaf_weight=1252392 5729 11321 39 2365 1306 21 157 21 618 4737 242 1352 18859 9712 21 1014 840 168 80 39 376 13796 221 116 96 21 88 23 24 4862 leaf_count=1252392 5729 11321 39 2365 1306 21 157 21 618 4737 242 1352 18859 9712 21 1014 840 168 80 39 376 13796 221 116 96 21 88 23 24 4862 internal_value=-2.20856e-06 -2.00549e-05 -0.000930069 -0.00257549 -0.000209765 0.000102331 0.0123825 0.0420426 -0.00291547 -0.00405566 0.00676494 0.000436748 -0.000302127 0.000994744 0.000113624 -0.00381901 0.00481847 0.012725 0.0263668 -0.000162473 0.00052758 0.00131028 -4.33728e-05 0.00586014 0.00894924 0.0160467 0.0245345 0.016104 0.0453295 -0.000258238 internal_weight=1.33066e+06 1.27867e+06 26278 8001 18277 16971 199 42 7720 5355 281 51986 22373 29613 20007 2366 1109 269 101 18898 23884 14172 16772 589 473 252 156 111 45 16183 internal_count=1330656 1278670 26278 8001 18277 16971 199 42 7720 5355 281 51986 22373 29613 20007 2366 1109 269 101 18898 23884 14172 16772 589 473 252 156 111 45 16183 cat_boundaries=0 1 cat_threshold=4758 is_linear=0 shrinkage=0.05 Tree=713 num_leaves=31 num_cat=1 split_feature=8 21 6 92 52 96 34 43 42 118 23 120 125 20 36 36 32 31 6 26 31 19 136 31 123 120 15 70 22 79 split_gain=4.13805 6.79316 7.86521 6.8849 9.86236 4.60897 5.59643 5.8743 9.65868 10.2977 5.8549 5.67195 5.57343 8.38238 7.36093 6.17241 12.4955 5.19259 5.18283 5.15662 4.7493 4.6785 6.20016 8.19729 7.02086 10.3926 8.60582 6.85445 5.97093 4.5642 threshold=19.650000572204593 5.3550000190734872 9.8499999046325701 -0.75032117962837208 4.1549999713897714 -0.80401411652564991 13.449999809265138 12.250000000000002 11.550000190734865 -0.95878320932388295 7.2049999237060556 -0.78257837891578663 -0.95368063449859608 7.9349999427795419 11.050000190734865 12.150000095367433 11.650000095367433 1010.8500061035157 16.050000190734867 269.50000000000006 1001.8500061035157 9.5450000762939471 0 1001.8500061035157 0.55191597342491161 0.53727915883064281 2.4850000143051152 323.10560607910162 6.0150001049041757 52.980001449584968 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=29 -2 -3 4 -4 -5 7 8 11 -10 -8 -7 13 14 18 16 19 -11 -13 -16 -12 -14 24 -24 25 -23 -26 28 -25 -1 right_child=1 2 3 5 -6 6 10 -9 9 17 20 12 21 -15 15 -17 -18 -19 -20 -21 -22 22 23 27 26 -27 -28 -29 -30 -31 leaf_value=-1.3619524108956634e-05 0.013159143438892122 -0.006729096864981127 0.0023334178825720185 -0.0016969847402118336 0.034425128356386454 0.016111392514473508 0.0021910885302251683 -0.015782946392368432 -0.0060245005752552648 0.049727223316828412 -0.029626195318996906 -0.0043960958830125277 -0.0008487624844741138 -0.0067422448717538389 -0.0021478601997452127 -0.00027468942470200685 0.04957851498620585 0.016113688480108978 0.020064217079374377 0.030200116048482335 -0.0064195512448726542 0.0071166558705488513 -0.028608748152852061 0.01847691297007259 -0.0081746646203100688 -0.018986279290125131 0.025445173489456269 0.029452640716917812 -0.0031296057533391369 0.0012905445402209674 leaf_weight=1319829 123 288 62 862 39 82 237 39 22 27 26 63 902 62 28 23 40 20 33 22 145 414 25 36 24 42 92 20 286 6743 leaf_count=1319829 123 288 62 862 39 82 237 39 22 27 26 63 902 62 28 23 40 20 33 22 145 414 25 36 24 42 92 20 286 6743 internal_value=-2.09813e-06 0.00158702 0.00122768 0.00185157 0.0147253 0.00148756 0.0025005 0.00345708 0.00378865 0.0222083 -0.00289664 0.00320937 0.00270844 0.00940307 0.0141926 0.0228415 0.0287489 0.0354236 0.00401214 0.0120852 -0.00994805 0.00172297 0.00419337 -0.000944468 0.00737738 0.00471244 0.0184893 0.00105016 -0.00071397 -6.99042e-06 internal_weight=1.33066e+06 4084 3961 3673 101 3572 2710 2302 2263 69 408 2194 2112 271 209 113 90 47 96 50 171 1841 939 367 572 456 116 342 322 1.32657e+06 internal_count=1330656 4084 3961 3673 101 3572 2710 2302 2263 69 408 2194 2112 271 209 113 90 47 96 50 171 1841 939 367 572 456 116 342 322 1326572 cat_boundaries=0 1 cat_threshold=905 is_linear=0 shrinkage=0.05 Tree=714 num_leaves=31 num_cat=0 split_feature=26 108 52 130 79 52 16 7 76 74 111 30 28 104 132 52 36 77 83 96 4 28 64 31 20 15 31 2 28 21 split_gain=4.10745 13.8244 25.0755 19.666 18.4579 14.1193 16.3189 13.1918 15.2308 13.7968 12.9369 17.7834 13.6789 13.0173 12.1917 14.716 13.4166 13.0442 13.0394 11.9645 11.5489 13.9902 17.1385 14.4799 16.6438 14.6742 15.3599 19.0826 13.4858 12.2877 threshold=289.50000000000006 -0.18511338531970975 2.7350000143051152 129.50000000000003 7.7550001144409189 3.3349999189376835 11.775000095367433 4.7500000000000009 3.8649998903274541 0.81663230061531078 0.56502321362495433 1013.8500061035157 1016.1499938964845 -0.29514786601066584 1023.0499877929689 150.06000518798831 10.650000095367433 6.5450000762939462 273.68846130371099 -0.9092002511024474 8.8499999046325701 1019.1499938964845 7.1150000095367441 1012.4500122070314 11.324999809265138 3.185000061988831 1022.0499877929689 299.50000000000006 1012.0499877929689 10.364999771118166 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 3 10 -5 20 -7 8 -4 -9 -2 -12 13 -13 17 16 18 -1 -16 -11 21 23 29 28 25 -25 -27 -28 -3 -23 right_child=1 5 7 4 -6 6 -8 9 -10 19 11 12 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31 leaf_value=0.00019407361932343272 0.00073239603466084772 -0.0003541744803246208 5.0318530328018479e-06 0.0028618809552498018 0.045196265584001173 0.00078594736197746455 -9.4168805269811956e-05 -0.0024825689280229169 -0.0054597357040400349 0.0042453172063861297 -0.0049704626264529088 0.047468323440801714 0.0085987717757727636 0.0077861861145544446 0.05955768000334502 -0.016582401618886161 0.004849633478988629 -0.00037188174495061206 0.015294796547081059 -0.0031237917898741452 0.00024618092541266526 -0.00088092083623843808 -0.0032902432988278808 1.4807692362760141e-05 -0.0058159380404404319 0.0019837173302038754 0.010036487994535317 0.066203923147986649 -0.0017788338412870733 0.001817825910787925 leaf_weight=508347 2423 68584 1737 51 52 92347 122579 4983 4794 1814 109 62 118 31 20 71 883 127308 99 791 107951 64684 7065 178156 1193 7890 62 20 21920 4512 leaf_count=508347 2423 68584 1737 51 52 92347 122579 4983 4794 1814 109 62 118 31 20 71 883 127308 99 791 107951 64684 7065 178156 1193 7890 62 20 21920 4512 internal_value=-1.99323e-06 -8.61411e-05 -0.00149589 0.00278568 0.0242346 -5.08122e-05 0.00028399 -0.00235893 -0.00400631 -0.000941033 0.00198027 0.011429 0.0199008 0.0342409 8.9714e-05 0.00541492 0.00697362 8.0725e-05 0.0227339 0.00200771 -0.000206552 -0.000344578 -0.000944454 -0.000179916 7.0988e-05 0.000108721 0.00220746 0.0237359 -0.000699226 -0.000704946 internal_weight=1.33066e+06 693928 16965 2846 103 676963 214926 14119 6531 7588 2743 320 211 93 636728 1073 1002 635655 119 2605 462037 354086 76261 277825 187321 186128 7972 82 90504 69196 internal_count=1330656 693928 16965 2846 103 676963 214926 14119 6531 7588 2743 320 211 93 636728 1073 1002 635655 119 2605 462037 354086 76261 277825 187321 186128 7972 82 90504 69196 is_linear=0 shrinkage=0.05 Tree=715 num_leaves=31 num_cat=2 split_feature=60 52 136 127 30 103 108 64 121 76 135 67 39 18 12 28 119 74 72 104 107 60 136 31 34 23 66 39 87 109 split_gain=4.25113 13.7333 9.43386 11.298 9.153 9.3725 10.7969 9.23207 10.2907 11.3676 8.83068 8.13993 8.42128 8.07303 8.95763 11.215 10.3925 9.87746 8.828 8.6761 8.30169 11.0679 7.82526 11.3283 12.482 10.9511 20.7546 17.8966 13.3824 14.7371 threshold=0.83062323927879345 79.409999847412124 0 -0.26722820103168482 1012.5499877929689 0.049758803099393852 0.15647406131029132 0.50499999523162853 -0.87878364324569691 16.32499980926514 1023.8500061035157 5.6649999618530282 12.550000190734865 14.550000190734865 4.1849999427795419 1006.4500122070314 -0.0087262028828264185 0.8030032515525819 0.79221421480178844 -0.42069244384765619 -0.54556477069854725 0.73007184267044078 1 1023.7500000000001 9.7500000000000018 8.9749999046325701 16.365000724792484 12.650000095367433 0.76457121968269359 -0.037542346864938729 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 -1 4 11 7 -6 22 -2 9 -9 13 12 -4 20 15 16 19 -17 -16 -15 -3 -22 25 -24 -25 26 -7 28 -28 -30 right_child=2 10 3 -5 5 6 -8 8 -10 -11 -12 -13 -14 14 18 17 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 -29 29 -31 leaf_value=-1.216481365650107e-05 0.032614706074818971 0.0050938800080752092 0.012997461879967887 -0.00085846169158422666 -0.0012724102386570222 -0.0067129969908193672 0.00023256534136554776 -0.0014114005361226731 -0.00091224576331084921 -0.013538291855918367 -0.021213187578888168 -0.00542262929455697 -0.0033480771229653507 0.051269906732652873 -0.0050629026577593168 -0.00037590077695459021 0.006457923943749987 0.004022085431551096 0.00059963242559041329 0.013429027581305215 0.0095660281941321416 -0.0036061221439450883 0.0011202489073340372 -0.0020611153376144152 0.013925333620914956 0.0019669535022213045 0.012196125902664791 -0.0032792343114698796 0.047031689561489558 0.015198676407405893 leaf_weight=1260547 20 2734 128 15951 6273 109 16770 427 8979 353 42 2329 205 28 1004 2711 156 2413 2189 33 209 673 4973 182 371 556 128 76 90 61 leaf_count=1260547 20 2734 128 15951 6273 109 16770 427 8979 353 42 2329 205 28 1004 2711 156 2413 2189 33 209 673 4973 182 371 556 128 76 90 61 internal_value=-1.50865e-05 3.98793e-06 -0.000433789 -0.00136097 4.92108e-06 0.000443213 0.000904789 -0.00132124 -0.00139079 -0.0068996 0.00167404 -0.00437715 0.00293489 0.00175316 0.000914204 0.00216671 0.0133002 0.0016952 -0.00118088 0.0307986 0.00373314 -0.00048483 0.00262694 0.00187178 0.00866397 0.00663472 0.012371 0.0182306 0.0240899 0.034172 internal_weight=1.33072e+06 1.27274e+06 57981 18613 39368 29589 23316 9779 9759 780 12192 2662 333 12150 8534 5341 217 5124 3193 61 3616 882 6546 5526 553 1020 464 355 279 151 internal_count=1330720 1272739 57981 18613 39368 29589 23316 9779 9759 780 12192 2662 333 12150 8534 5341 217 5124 3193 61 3616 882 6546 5526 553 1020 464 355 279 151 cat_boundaries=0 1 2 cat_threshold=2740 20 is_linear=0 shrinkage=0.05 Tree=716 num_leaves=31 num_cat=3 split_feature=35 34 34 26 7 3 31 28 5 18 18 58 7 136 28 76 31 36 14 6 67 136 4 80 4 136 12 71 28 23 split_gain=4.18413 18.9672 13.8017 16.0127 18.3146 27.4798 14.9824 17.9004 14.3446 13.8296 18.0522 17.8002 13.7882 13.7516 13.2976 13.6071 14.5138 12.5246 21.4808 13.7662 12.0971 11.164 11.0834 10.9654 10.894 10.8646 20.8314 18.0824 12.6985 12.1124 threshold=14.550000190734865 14.750000000000002 13.84999990463257 288.50000000000006 7.2500000000000009 190.50000000000003 1008.7500000000001 1018.3500061035157 7.5499999523162851 13.344999790191652 11.269999980926515 274.37934875488287 9.5500001907348651 0 1022.5499877929689 9.0150003433227557 1023.3500061035157 12.550000190734865 3.995000004768372 15.050000190734865 22.125000000000004 1 8.8499999046325701 266.64981079101568 8.6500000953674334 2 3.8449999094009404 254.4762878417969 1012.9500122070314 7.5450000762939462 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 left_child=2 12 -1 4 23 6 -6 9 -5 10 17 25 24 -10 -3 -16 -17 19 21 20 -8 -19 -11 -4 -2 27 29 -12 -28 -27 right_child=1 14 3 8 5 -7 7 -9 13 22 11 -13 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=6.2498909805367588e-06 0.00046215147688910248 1.7153027798727065e-05 0.00012651802885509228 -0.0006097652226156842 -7.5300756873630218e-05 -0.00042925662752505122 0.020648834291177823 -0.00012565638631434404 -8.2545710922138571e-05 0.0088002724549075921 0.0053647199014742533 -0.0043947808473244494 0.0030988135361955929 -0.0030292280941356014 -0.0032453032176520723 -0.0023401732087162327 0.012573018851263239 -0.00435060996198261 0.042753376985233953 -0.0083044583936605389 0.062187213920766406 0.0072432983570464571 -0.0018130749321139999 -0.0013718338560281 0.003073240038014373 0.029032562241270585 0.036735125871435285 0.032127637384731449 0.08640481521460143 0.001071457798574485 leaf_weight=836878 48285 297245 37792 45283 1218 5684 106 822 5468 496 217 81 6623 14421 5202 362 297 307 36 34 21 606 488 18039 4355 161 31 89 22 51 leaf_count=836878 48285 297245 37792 45283 1218 5684 106 822 5468 496 217 81 6623 14421 5202 362 297 307 36 34 21 606 488 18039 4355 161 31 89 22 51 internal_value=-1.43322e-05 0.000130602 -6.85683e-05 -0.000544816 2.26885e-06 0.00192126 0.0047128 0.0063473 -0.00110138 0.00828495 0.0109366 0.01754 0.000948693 -0.00222067 -2.93507e-05 -0.00238782 0.00438095 0.00705784 0.00487023 0.0199525 0.0275174 0.00337648 0.00353674 -0.0003576 0.000678171 0.0206516 0.0282494 0.0127326 0.0573527 0.0223061 internal_weight=1.33072e+06 362369 968351 131473 66301 10470 4786 3568 65172 2746 1762 652 59263 19889 303106 5861 659 1110 949 161 127 913 984 55831 52640 571 265 306 53 212 internal_count=1330720 362369 968351 131473 66301 10470 4786 3568 65172 2746 1762 652 59263 19889 303106 5861 659 1110 949 161 127 913 984 55831 52640 571 265 306 53 212 cat_boundaries=0 1 2 3 cat_threshold=3094 897 2838 is_linear=0 shrinkage=0.05 Tree=717 num_leaves=31 num_cat=0 split_feature=12 20 31 22 54 122 15 126 67 41 98 24 32 43 33 39 39 35 71 31 120 15 30 106 25 3 52 132 65 35 split_gain=4.12091 12.8941 13.9203 10.3491 12.4527 12.8056 11.9937 8.9445 7.21956 7.13562 7.30768 8.27803 7.05547 6.82205 6.56583 6.48341 6.3715 6.10935 6.46802 6.09655 5.86036 5.84325 6.04129 5.76602 5.58867 5.56575 5.28105 9.02446 7.57819 10.6213 threshold=6.0650000572204599 10.50500011444092 1017.9500122070314 7.3949999809265146 216.59000396728518 -0.026175950653851029 3.8249999284744267 0.78257837891578685 114.64999771118165 12.650000095367433 -0.9668583571910857 260.50000000000006 11.650000095367433 12.150000095367433 12.650000095367433 13.550000190734865 11.250000000000002 12.650000095367433 209.98901367187503 1014.8500061035157 -0.8338540494441985 4.1949999332427987 1023.6499938964845 -0.92208385467529286 278.50000000000006 154.50000000000003 122.03499984741212 1023.8500061035157 37.145000457763679 12.250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 7 3 -3 5 6 -5 19 16 10 14 -12 -9 17 -7 -13 -6 21 -19 20 -2 25 -23 -10 -8 -4 -1 28 -28 -30 right_child=1 2 13 4 8 9 24 12 23 -11 11 15 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-1.9177929302591537e-05 -0.02275009132372063 -0.030067406137558546 0.020469521570485087 -0.0024490436675345026 -0.022982517495751382 0.033731713490914965 0.024481952717776312 0.0083971000663389944 0.028888565002541458 0.028250076301628724 0.008153287757988693 -0.02081808862594986 -0.017125555689391846 -0.03160018009444078 -0.0054397667595185344 0.0087679542198716466 -0.0031132174145851428 0.017958341796644208 -0.0088761809727850756 -0.023710878642076362 -0.0063669310606958218 -0.031477163479013269 -0.002419545727402524 -0.0041481583416461947 0.010290635150211218 -0.011341715955429457 -0.00038877656694541392 -0.0094821388159133033 0.00039743136714271397 0.0044573110468720265 leaf_weight=1317940 61 22 20 82 50 23 185 133 28 20 57 95 34 30 20 23 209 43 47 70 519 53 27 25 111 44 4100 198 3332 3119 leaf_count=1317940 61 22 20 82 50 23 185 133 28 20 57 95 34 30 20 23 209 43 47 70 519 53 27 25 111 44 4100 198 3332 3119 internal_value=-1.36157e-05 -0.00226412 0.0010041 0.00382655 0.00463007 0.00875214 0.0144725 -0.00712045 -0.00350837 -0.00033312 -0.00295543 -0.00749325 0.00320087 -0.00915242 0.0155124 -0.0150513 -0.00694899 -0.00627451 0.00394476 -0.00977224 -0.00808999 -0.0126615 -0.0216702 0.0133052 0.0191602 -0.0014007 -1.01756e-05 0.0010936 0.00129207 0.00236035 internal_weight=1.33072e+06 2031 1214 950 928 616 378 817 312 238 218 175 167 264 43 118 259 234 90 650 580 144 80 53 296 64 1.32869e+06 10749 10551 6451 internal_count=1330720 2031 1214 950 928 616 378 817 312 238 218 175 167 264 43 118 259 234 90 650 580 144 80 53 296 64 1328689 10749 10551 6451 is_linear=0 shrinkage=0.05 Tree=718 num_leaves=31 num_cat=5 split_feature=14 136 11 136 64 132 30 122 136 78 20 15 18 113 28 30 55 136 136 120 8 35 62 37 6 0 13 120 67 66 split_gain=3.98918 13.0726 12.4524 21.4019 14.8411 13.3873 13.0372 12.0436 13.227 13.2032 11.0572 15.0772 12.7419 15.1216 11.4684 13.4212 16.4543 11.107 10.1311 10.0456 9.90377 12.9403 9.88575 9.78017 11.0668 10.7273 10.775 9.75009 9.55274 9.35453 threshold=2.185000061988831 0 11.050000190734865 1 5.4249999523162851 1014.7500000000001 1029.6499633789065 -0.8338540494441985 2 13.335000038146974 6.1949999332427987 3.6049998998641972 8.0099999904632586 -0.41467745602130884 1006.8500061035157 1014.8500061035157 11.885000228881838 3 4 0.43049471080303198 14.550000190734865 12.150000095367433 0.42968451976776129 10.750000000000002 9.4499998092651385 173.50000000000003 2.7949999570846562 -0.93038213253021229 23.494999885559086 37.68499946594239 decision_type=2 1 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 4 -4 6 -5 8 9 -6 11 17 13 14 28 16 -16 -3 22 -13 27 -22 -17 24 -19 29 -27 -9 -12 -25 right_child=1 10 3 5 7 -7 -8 20 -10 -11 12 19 -14 -15 15 18 -18 23 -20 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31 leaf_value=-2.9004236284932086e-06 -0.0012948292127565484 -3.0627355294655299e-05 -0.00097249804117857132 0.0013783110691895349 0.042638049919098142 0.017638842170708813 0.015682062046398642 0.01811670478211188 0.0025532419885412848 0.0060667164669167706 0.0079575924627453172 0.0053723040020124801 -3.598909319877799e-05 -0.0019355965879098186 -0.0010411243890960065 0.0071417093653479953 0.0087520480319328766 -0.0026276000549021465 0.0012136828918224497 0.033292739657575593 0.031826443588513824 0.0032049971742838228 0.00092756581089225513 -0.0001478713392489146 0.0018555811598435876 -0.0020687907308331193 -0.0057246194769267466 0.00068560476270291409 -0.0067367378770556013 0.025787598144795216 leaf_weight=828735 23052 23656 20263 36563 62 128 160 82 160 41 1184 614 348479 2759 4907 2146 470 2110 3127 34 61 112 912 5234 3960 15534 2316 3702 122 35 leaf_count=828735 23052 23656 20263 36563 62 128 160 82 160 41 1184 614 348479 2759 4907 2146 470 2110 3127 34 61 112 912 5234 3960 15534 2316 3702 122 35 internal_value=-1.29349e-05 -0.000135971 4.79773e-05 0.000735428 -0.000410539 0.00149649 0.00144063 0.00228682 0.0126477 0.0255955 -7.19679e-05 -0.000743212 2.66466e-05 0.00142341 0.00214361 0.00164193 -0.00018511 -0.000836166 0.00323029 0.00683727 0.00159819 0.013297 0.0052712 -0.00148849 0.000297177 -0.00195797 -0.00254313 0.00106334 0.00658492 2.44083e-05 internal_weight=1.33072e+06 440651 890069 61334 24483 36851 36723 4220 263 103 417599 53493 364106 15627 12868 11562 5377 52845 6185 648 3957 173 3058 29189 6070 23119 17850 3784 1306 5269 internal_count=1330720 440651 890069 61334 24483 36851 36723 4220 263 103 417599 53493 364106 15627 12868 11562 5377 52845 6185 648 3957 173 3058 29189 6070 23119 17850 3784 1306 5269 cat_boundaries=0 1 2 3 4 5 cat_threshold=6176 1825 769 1670 914 is_linear=0 shrinkage=0.05 Tree=719 num_leaves=31 num_cat=1 split_feature=20 23 32 15 35 60 86 106 69 19 14 30 95 15 123 64 14 16 79 12 35 28 123 19 32 125 28 136 4 88 split_gain=3.96392 9.68313 8.1351 7.20512 7.01839 6.86694 5.90907 5.44327 5.04199 4.15401 15.6618 11.859 8.24046 8.00053 8.50923 7.1134 6.43337 5.58562 5.1358 5.10691 6.00146 4.9576 4.71698 4.63134 4.52108 5.3954 5.33178 6.18835 7.11846 6.5987 threshold=13.114999771118166 11.144999980926515 15.949999809265138 2.745000004768372 16.150000572204593 0.78086975216865551 0.72547057271003734 -0.8810628056526183 267.15080261230474 20.524999618530277 3.995000004768372 1015.7500000000001 0.080638136714696898 6.0250000953674325 -0.41467745602130884 36.32500076293946 2.1350001096725468 18.219999313354496 11.965000152587892 2.1049998998641972 10.250000000000002 1014.2500000000001 0.50751903653144848 19.524999618530277 3.6499999761581425 -0.13052122294902799 1025.549987792969 0 4.1499998569488534 -0.94237110018730152 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=9 2 3 7 -4 -5 -3 8 -2 23 11 15 -13 14 18 17 -14 -11 -12 -19 22 -22 -21 -1 25 -18 27 28 -26 -30 right_child=1 6 4 5 -6 -7 -8 -9 -10 10 13 12 16 -15 -16 -17 24 19 -20 20 21 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=-1.3309424071041493e-05 -0.013681621438849512 -0.0040194686791752152 0.034119882522993389 0.016037462681842661 -0.0011950043631562344 -0.0028239981952135132 -0.015368037701353374 -0.0047582500289457246 0.0063476263728088934 0.0025097341997100467 0.0076093782740149739 -0.0032673325408071347 0.00037974494847156664 -0.020487332111224534 0.01663616564139175 -0.027636215347668219 0.031987895020707084 -0.00087257766399083869 -0.014172998062138887 0.0044082346977092762 -0.015345418608236917 -0.0022242248495167589 -0.013895129075778338 -0.013463982741086511 0.0029905701739092669 0.0090524787988270749 -0.004343065840489083 0.0029392542952635194 -0.0028505368501340091 0.019759468322241177 leaf_weight=1323787 36 1035 34 124 24 79 129 541 247 386 94 508 852 20 292 29 33 494 38 132 257 100 48 64 165 115 138 667 38 214 leaf_count=1323787 36 1035 34 124 24 79 129 541 247 386 94 508 852 20 292 29 33 494 38 132 257 100 48 64 165 115 138 667 38 214 internal_value=-1.22872e-05 -0.00210964 0.00128853 0.000259651 0.0195068 0.00869729 -0.00527717 -0.00181904 0.00379974 -8.73657e-06 0.00148793 0.000538682 0.00247786 0.010416 0.0118737 -0.00312242 0.00379134 -0.00262073 0.00133869 -0.00454154 -0.00791671 -0.01167 -0.000472662 -1.39597e-05 0.00591301 0.0141665 0.00491341 0.00609181 0.0108048 0.01635 internal_weight=1.33072e+06 2249 1085 1027 58 203 1164 824 283 1.32847e+06 4620 4176 2730 444 424 1446 2222 1417 132 1031 537 357 180 1.32385e+06 1370 148 1222 1084 417 252 internal_count=1330720 2249 1085 1027 58 203 1164 824 283 1328471 4620 4176 2730 444 424 1446 2222 1417 132 1031 537 357 180 1323851 1370 148 1222 1084 417 252 cat_boundaries=0 1 cat_threshold=790 is_linear=0 shrinkage=0.05 Tree=720 num_leaves=31 num_cat=2 split_feature=52 20 9 23 31 110 67 20 73 35 17 135 87 134 35 58 86 31 136 8 76 15 134 20 109 37 136 34 132 79 split_gain=3.87287 9.60755 14.6109 22.4075 15.9392 13.2491 11.1798 11.1161 10.6044 10.0579 9.0905 11.6901 15.3537 14.8098 19.9646 29.733 16.1325 14.2905 19.0519 13.9628 12.069 12.0337 11.5746 10.9624 10.9189 15.1455 10.7489 12.7406 13.2409 16.1901 threshold=34.125000000000007 9.0450000762939471 6.0499999523162851 10.454999923706056 1015.3500061035157 -0.54993054270744313 24.925000190734867 7.8150000572204599 0.79044070839881908 15.949999809265138 17.029999732971195 1009.3500061035157 0.77245828509330761 1016.8500061035157 13.84999990463257 294.49336242675787 0.80409321188926708 1007.8500061035157 0 7.0499999523162851 28.045000076293949 2.2150000333786015 1009.4500122070314 7.7349998950958261 -0.84135028719902027 10.650000095367433 1 14.34999990463257 1016.9500122070314 20.804999351501468 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 left_child=-1 2 3 5 6 9 -5 -7 -3 -2 11 17 13 14 16 -16 -13 18 20 -20 -4 24 -14 -12 25 -19 27 28 29 -24 right_child=1 8 10 4 -6 7 -8 -9 -10 -11 23 12 22 -15 15 -17 -18 21 19 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.3722264375696832e-05 0.0072012329411218073 -0.0014915732939163485 0.0052730479629333367 0.019534640239352096 0.0082722523056948365 0.0075365112377578092 0.053221252036459388 0.00055477808493360271 0.00026703197686030693 0.034996836485943809 0.0077514693070385825 0.0049987170416759055 0.028551126884397222 0.0037196182147454238 0.0178558811381021 0.094686049810261463 0.037061959815522037 0.03914333505616073 0.0077270531528629369 -0.012167665873276423 -0.0038736122893725058 0.00067099338042322357 0.021825965680334358 0.0010285594531041341 -0.0039928518251242445 0.0022975507275712374 -0.0095412816983112634 -0.012041861630395811 9.996846781307665e-05 -0.00029054262981533191 leaf_weight=1244594 761 11376 584 70 241 654 38 4445 34779 34 902 170 37 368 34 20 51 31 100 747 943 23452 191 1850 2395 278 225 138 672 146 leaf_count=1244594 761 11376 584 70 241 654 38 4445 34779 34 902 170 37 368 34 20 51 31 100 747 943 23452 191 1850 2395 278 225 138 672 146 internal_value=-1.33169e-06 0.000323718 0.000895319 0.00311522 0.0154253 0.00238631 0.0313873 0.00145026 -0.000166418 0.00838998 0.000479561 0.00023187 0.00387696 0.0102793 0.0190573 0.0463115 0.0123979 -3.03007e-05 -0.00374469 -0.00970425 -0.000373036 0.000306829 0.00095524 0.00323207 -0.0028516 0.00599405 0.000211036 0.0021882 0.00415611 0.0122443 internal_weight=1.33033e+06 85732 39577 6243 349 5894 108 5099 46155 795 33334 30582 2052 643 275 54 221 28530 2374 847 1527 26156 1409 2752 2704 309 1372 1147 1009 337 internal_count=1330326 85732 39577 6243 349 5894 108 5099 46155 795 33334 30582 2052 643 275 54 221 28530 2374 847 1527 26156 1409 2752 2704 309 1372 1147 1009 337 cat_boundaries=0 1 2 cat_threshold=1268 768 is_linear=0 shrinkage=0.05 Tree=721 num_leaves=31 num_cat=1 split_feature=60 52 18 31 77 35 12 10 63 95 65 77 134 106 126 121 18 135 97 12 30 136 37 5 89 20 98 134 37 22 split_gain=3.85877 12.7684 10.9893 8.87901 9.97351 16.3073 8.60608 8.318 8.14986 9.76668 11.6277 16.7634 15.6521 11.9329 9.59943 9.36019 8.51515 8.83906 8.498 8.73738 9.50189 8.34014 13.0211 11.8167 8.74336 8.33578 8.2464 8.19799 12.5185 11.9525 threshold=0.80821016430854808 93.024997711181655 14.550000190734865 1001.8500061035157 27.224999427795414 11.050000190734865 4.1849999427795419 2.2500000000000004 0.804622381925583 0.47476105391979223 29.095000267028812 12.065000057220461 1020.3500061035157 -0.95107465982437123 -0.16504132002592084 0.6755644977092744 15.405000209808351 1022.3500061035157 -0.9860754907131194 4.2349998950958261 1004.7500000000001 0 13.84999990463257 8.9499998092651385 -0.97089388966560353 5.5150001049041757 -0.97722214460372914 1020.1499938964845 10.34999990463257 8.1949996948242205 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 8 7 4 5 -4 -5 -3 27 14 11 12 13 -11 18 -15 17 -16 -10 20 -20 22 23 -18 -25 -13 -19 -1 -29 -30 right_child=-2 2 3 6 -6 -7 -8 -9 9 10 -12 25 -14 15 16 -17 21 26 19 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=-5.7820602568030727e-06 -0.00034690545771939559 -0.0065772055441103002 0.047994467378076583 0.00250646977225904 0.00021092202937738464 0.0090912687348497813 -0.0019245358890422302 0.0067324774280724288 0.0040844948440348231 0.0068713402580039403 8.4943543589694839e-05 0.034491499389211339 0.017686975485452547 0.00082107366558854247 -0.0011249601202123877 -0.0066297535574761108 0.0093818418498505651 0.026885734451934696 0.015503524157813649 -0.012010762381011293 0.00050909403442902449 0.0006896614004194071 -0.0046049679253916563 0.012310962840610257 0.051080585779114208 0.0065382786368467618 0.0039447438962726981 0.013866415996558202 -0.0043989893542946065 0.001791193774297835 leaf_weight=1208960 76130 127 36 2369 143 107 2039 1551 2430 714 4755 27 145 3016 13680 490 281 48 108 136 4866 1502 137 26 33 2182 213 117 2890 1068 leaf_count=1208960 76130 127 36 2369 143 107 2039 1551 2430 714 4755 27 145 3016 13680 490 281 48 108 136 4866 1502 137 26 33 2182 213 117 2890 1068 internal_value=-1.26869e-06 1.97115e-05 0.00225223 0.00101074 0.009548 0.0188851 0.000456828 0.00572513 8.31123e-06 0.000762854 0.00196842 0.00333075 0.0015346 0.000979601 0.000180678 -0.000220257 -0.000515376 -0.000951059 0.00165033 0.000492792 0.000834667 0.00255378 0.00823647 0.0136531 0.0339957 0.00687994 0.00816378 -1.33285e-05 -0.0022522 -0.00272867 internal_weight=1.33033e+06 1.2542e+06 6372 4694 286 143 4408 1678 1.24782e+06 34789 11329 6574 4365 4220 23460 3506 15920 13941 7540 5110 4974 1979 477 340 59 2209 261 1.21304e+06 4075 3958 internal_count=1330326 1254196 6372 4694 286 143 4408 1678 1247824 34789 11329 6574 4365 4220 23460 3506 15920 13941 7540 5110 4974 1979 477 340 59 2209 261 1213035 4075 3958 cat_boundaries=0 1 cat_threshold=320 is_linear=0 shrinkage=0.05 Tree=722 num_leaves=31 num_cat=2 split_feature=52 12 76 136 32 3 35 37 120 93 15 66 135 78 98 26 73 9 18 112 79 136 77 35 4 104 39 30 18 38 split_gain=3.63612 10.0533 9.46635 8.85339 9.60214 7.75227 7.66756 7.17594 6.91711 6.69039 6.32553 8.0345 6.28432 6.15864 6.15568 7.45775 6.10393 9.09495 6.5205 6.51099 6.46187 6.80146 12.1545 9.14538 8.1999 7.99574 7.98292 8.35043 9.95477 7.76328 threshold=105.5749969482422 3.7050000429153447 8.1449999809265154 0 14.449999809265138 165.50000000000003 5.5499999523162851 10.550000190734865 -0.77159520983695973 0.32282793521881109 4.9649999141693124 72.06000137329103 1024.6499633789065 3.1750000715255742 -0.93803924322128285 299.50000000000006 0.78895589709281932 20.550000190734867 8.7100000381469744 -0.97988739609718312 43.924999237060554 1 16.625000000000004 6.9500000476837167 1.9499999880790713 -0.99837586283683766 13.949999809265138 1024.2500000000002 14.550000190734865 11.84999990463257 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=-1 6 3 4 5 -3 14 8 -4 -6 11 -10 16 -8 -2 -16 17 18 -9 -20 21 22 24 -24 29 -25 -23 -28 -29 -18 right_child=1 2 7 -5 9 -7 13 12 10 -11 -12 -13 -14 -15 15 -17 20 -19 19 -21 -22 26 23 25 -26 -27 27 28 -30 -31 leaf_value=-1.0345960013660549e-05 0.0067315722964849563 -0.010953555282348832 -0.012905785222925868 -0.008380655981313663 0.017919309625686917 0.0023525155088321343 0.0098210039837176508 0.025014013836731797 -0.0024926489970185607 0.00033785942481093424 -0.0095186874343583701 0.011101823018825785 -0.0105155919017507 0.0021180060640267687 0.053575402200222014 0.012234525351474684 -0.0057803795044310399 0.023339953141597411 -0.0076619617934223063 -0.00065034704786622413 -0.0025536381674601751 -0.0002792762249922294 -0.019367813977243548 0.021875852587717501 -0.0030045145355990896 0.0063738731041312604 0.0026659001022945081 0.041256228718778182 0.0085039451517614321 0.026643032609232859 leaf_weight=1314255 64 215 165 583 103 223 294 22 417 114 189 147 118 2210 20 24 30 36 439 1347 850 3795 33 88 636 1519 2197 29 116 48 leaf_count=1314255 64 215 165 583 103 223 294 22 417 114 189 147 118 2210 20 24 30 36 439 1347 850 3795 33 88 636 1519 2197 29 116 48 internal_value=-1.205e-06 0.000746325 0.000195413 -0.00397086 8.09044e-05 -0.004179 0.00358504 0.000617461 -0.00363394 0.00868297 -0.00160226 0.00105059 0.000962749 0.00302243 0.0166292 0.0310258 0.00108384 -0.00154505 -0.00204055 -0.00237381 0.00160281 0.0020189 0.00429883 0.00668771 -0.00112804 0.00722277 0.00113552 0.00343291 0.0150544 0.0141725 internal_weight=1.33033e+06 16071 13459 1238 655 438 2612 12221 918 217 753 564 11303 2504 108 44 11185 1844 1808 1786 9341 8491 2354 1640 714 1607 6137 2342 145 78 internal_count=1330326 16071 13459 1238 655 438 2612 12221 918 217 753 564 11303 2504 108 44 11185 1844 1808 1786 9341 8491 2354 1640 714 1607 6137 2342 145 78 cat_boundaries=0 1 2 cat_threshold=1554 148 is_linear=0 shrinkage=0.05 Tree=723 num_leaves=31 num_cat=2 split_feature=14 136 127 116 8 22 16 7 29 40 32 123 36 15 75 32 109 19 64 0 37 42 31 119 23 122 7 136 22 22 split_gain=3.61101 14.1914 11.5259 19.8183 22.0493 26.5895 20.5784 21.1493 20.2967 20.1235 21.9578 21.6002 30.6965 32.6866 30.258 20.0776 19.6458 25.1945 17.7448 17.6528 17.4592 17.4246 16.3725 24.1434 16.2838 17.5439 14.501 22.1007 21.5456 15.4402 threshold=2.3850001096725468 0 -0.061046212911605828 0.14780378341674807 7.9500000476837167 7.8750000000000009 13.344999790191652 3.4500000476837163 1009.0499877929689 11.449999809265138 12.949999809265138 0.026175950653851036 15.84999990463257 3.1250000000000004 0.76849940419197094 9.4499998092651385 -0.84135028719902027 8.7100000381469744 71.479999542236342 146.50000000000003 11.650000095367433 12.650000095367433 1000.3500061035157 -0.90255093574523915 6.4249999523162851 -0.41467745602130884 7.0499999523162851 1 7.9949998855590829 6.1749999523162851 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=-1 -2 3 9 5 -5 -7 -8 -9 10 11 14 16 -14 -3 -6 -13 -18 20 -17 22 -11 23 -12 25 -16 -23 29 -29 -28 right_child=1 2 -4 4 15 6 7 8 -10 21 18 12 13 -15 24 19 17 -19 -20 -21 -22 26 -24 -25 -26 -27 27 28 -30 -31 leaf_value=4.8569676530733326e-05 -0.0015850616754618592 0.0043934926059929179 9.8752275305592497e-05 0.0028038135009512918 -0.0050959420352490016 -0.0028071843586264739 -0.0020229916487128439 -0.0061093208925794389 0.0030380189679756727 -0.0061479934567137779 0.066684833727777004 0.0016450307832919749 0.069255625316873196 -0.00066145761204617368 0.049565012296361316 -0.0060207555703410288 -0.0080950284679117204 -0.0013373057535554136 -0.0057964742008568106 -0.00088568809280821156 0.0030330470793249512 -0.0055541300804179631 0.0095883398888344396 -0.00047526178152664856 -0.0028836211483638588 0.00045648981097408316 0.030605188339455604 -0.012277844891776749 0.016283062727580476 0.0058578111297637875 leaf_weight=975128 16154 5133 254988 5461 5422 9768 5565 673 6130 2113 32 4464 32 35 31 1920 1594 10238 530 13043 6813 688 420 23 2548 44 68 323 83 862 leaf_count=975128 16154 5133 254988 5461 5422 9768 5565 673 6130 2113 32 4464 32 35 31 1920 1594 10238 530 13043 6813 688 420 23 2548 44 68 323 83 862 internal_value=-1.1479e-06 -0.000137638 -6.86256e-05 -0.000576383 -0.00124208 -0.000320883 -0.00109175 0.000263061 0.0021331 0.000309061 0.000734091 -1.23319e-05 -0.0010425 0.0327318 0.00216103 -0.00248919 -0.00118136 -0.0022477 0.00303685 -0.0015446 0.00367923 -0.00297211 0.0129476 0.0385997 -0.00220773 0.0207547 0.000343426 0.00338049 -0.00628425 0.00758573 internal_weight=1.33033e+06 355198 339044 84056 47982 27597 22136 12368 6803 36074 31937 24119 16363 67 7756 20385 16296 11832 7818 14963 7288 4137 475 55 2623 75 2024 1336 406 930 internal_count=1330326 355198 339044 84056 47982 27597 22136 12368 6803 36074 31937 24119 16363 67 7756 20385 16296 11832 7818 14963 7288 4137 475 55 2623 75 2024 1336 406 930 cat_boundaries=0 1 2 cat_threshold=6176 1048 is_linear=0 shrinkage=0.05 Tree=724 num_leaves=31 num_cat=1 split_feature=39 132 136 2 13 29 85 4 111 103 13 17 18 19 104 33 20 105 104 123 125 11 84 53 33 105 65 119 35 87 split_gain=3.55853 11.1202 10.0261 8.9659 7.9836 8.00745 8.34096 9.3915 8.95724 7.48684 6.92863 6.8124 6.56589 7.57996 7.09752 6.12718 10.303 6.9762 6.11122 7.58936 6.11065 7.215 8.43146 5.93267 5.68321 10.4814 14.2816 16.0968 9.56822 25.1052 threshold=9.1500000953674334 1020.4500122070314 0 340.50000000000006 5.2950000762939462 1012.8500061035157 0.86476805806159984 8.2500000000000018 0.41217301785945898 0.94215682148933422 0.6850000023841859 9.5450000762939471 5.4100000858306894 6.4600000381469735 -0.56037375330924977 10.050000190734865 6.7750000953674325 -0.83592090010642994 -0.86478969454765309 -0.5663846731185912 0.9238443672657014 16.250000000000004 0.89884629845619213 3.7949999570846562 9.0500001907348651 -0.85695451498031605 11.015000343322756 0.095842104405164733 7.5499999523162851 0.75289419293403637 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 5 6 10 -8 -9 -1 -4 20 13 14 18 16 17 -10 -7 -20 -5 -22 -23 -17 25 26 27 -14 29 -29 right_child=-2 -3 3 11 -6 12 7 8 15 -11 -12 -13 24 -15 -16 23 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.015623402870772164 9.3201088994954382e-06 0.030845708799149309 0.014435715822296011 -0.00089407229518126397 0.018321366582663274 0.0045496866441307928 -0.0062343168286499622 -0.017180172615545861 0.040931937575340277 -0.0027749946340188338 -0.0053795878818718758 -0.0010857978401513616 -0.0039492607058491556 -0.0021395516476001254 -0.0020200568812005983 -0.00067458379155871048 -0.010228508768292765 0.012773051058308636 0.046968692273014423 0.015248594742098992 0.0064563888952217652 -0.0011965318957454195 0.030328813093629753 0.020411134924034818 -0.0018180319886568928 -0.00090989361956065728 -0.00045565509875646905 0.0073517422068793822 0.008605037546326905 0.046275866009390862 leaf_weight=191 1309107 28 45 728 53 39 348 47 25 279 2243 1597 192 132 49 339 45 183 33 44 1384 590 22 37 6176 4812 967 106 417 68 leaf_count=191 1309107 28 45 728 53 39 348 47 25 279 2243 1597 192 132 49 339 45 183 33 44 1384 590 22 37 6176 4812 967 106 417 68 internal_value=-1.0911e-06 -0.000643411 -0.000685018 -0.000518929 -0.00105305 -0.00111586 -0.00331123 0.000439455 0.00387506 -0.00782978 -0.00498986 0.00150706 -0.000558049 0.00679104 0.0139355 0.00544835 0.0114644 0.0161575 0.0206754 0.0288429 0.00302718 0.00445738 -6.32679e-05 0.00140034 -0.000729401 0.000295193 0.00360884 0.00862846 0.0127146 0.0225635 internal_weight=1.33033e+06 21219 21191 20721 16400 16347 3312 1024 676 470 2288 4321 13035 297 165 629 253 208 116 77 2724 1996 612 376 12738 6562 1750 783 591 174 internal_count=1330326 21219 21191 20721 16400 16347 3312 1024 676 470 2288 4321 13035 297 165 629 253 208 116 77 2724 1996 612 376 12738 6562 1750 783 591 174 cat_boundaries=0 1 cat_threshold=48 is_linear=0 shrinkage=0.05 Tree=725 num_leaves=31 num_cat=1 split_feature=16 17 18 79 67 14 13 21 18 55 67 21 105 36 38 18 39 68 22 17 136 29 31 67 72 26 4 10 12 126 split_gain=4.27808 31.2705 19.6853 17.8747 22.8081 16.7955 15.617 15.4138 13.9278 11.5557 10.4554 10.5395 10.4138 10.4026 13.5203 10.5034 10.2528 9.57057 8.60725 8.52635 8.4413 8.63256 8.42959 8.07993 10.801 9.68773 11.8553 9.03386 10.0141 8.44572 threshold=18.219999313354496 18.219999313354496 16.335000038146976 9.1250000000000018 15.135000228881838 2.1550000905990605 3.6750000715255742 9.8750000000000018 18.219999313354496 9.7449998855590838 4.5950000286102304 9.7849998474121112 -0.74667134881019581 15.84999990463257 14.750000000000002 20.524999618530277 17.750000000000004 307.32038879394537 10.194999694824221 20.524999618530277 0 1028.9500122070315 1026.6499633789065 4.1050000190734872 0.51846331357955944 304.50000000000006 8.0500001907348651 10.34999990463257 1.9950000047683718 -0.97988739609718312 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 8 3 4 7 16 -4 23 18 13 11 -3 -5 14 15 22 -6 -7 -1 -12 -20 -22 -8 25 -25 26 -2 28 -28 -29 right_child=2 10 6 12 5 17 9 -9 -10 -11 19 -13 -14 -15 -16 -17 -18 -19 20 -21 21 -23 -24 24 -26 -27 27 29 -30 -31 leaf_value=1.4339723266990388e-05 -0.00039271272466954543 0.0006156650454848386 -0.0027098503476393932 -0.0059839834672569293 0.015238627342179532 -0.0004637835805587242 0.00020592737187434602 0.0073955404599324003 0.0021608184215994078 -0.0028316531801387277 0.0048405894931178037 0.0059672723030372498 0.00085958267851356837 -0.0076565809229888569 0.0287881153294633 0.013899454882902899 0.044407311975109304 0.029647832832716665 -0.0014127346949076036 0.015370648540108681 5.9414941560890708e-06 -0.0069655638191285759 0.027517410218715666 0.016656427207077561 0.0022591129606361468 -0.0049638348100320738 0.0051471261228991944 0.031259997880884578 0.026260711874433414 -0.0020561963648277125 leaf_weight=1242499 3750 4055 10728 1276 346 293 485 887 7420 606 2537 1190 985 123 71 275 33 29 21154 208 28792 451 30 146 1209 994 117 21 108 202 leaf_count=1242499 3750 4055 10728 1276 346 293 485 887 7420 606 2537 1190 985 123 71 275 33 29 21154 208 28792 451 30 146 1209 994 117 21 108 202 internal_value=8.1047e-06 1.99159e-05 -0.00067221 0.000930044 0.00202306 0.0106447 -0.00202446 0.00121008 7.54313e-07 0.00259998 0.00313833 0.00182985 -0.0030026 0.00594506 0.00788816 0.00600981 0.0177784 0.00224813 -1.16424e-05 0.0056385 -0.000652212 -0.000101542 0.00179689 0.000372057 0.00381041 -0.000525278 0.00052568 0.00821312 0.0152816 0.0010812 internal_weight=1.33102e+06 1.30831e+06 22714 10396 8135 701 12318 7434 1.30032e+06 1590 7990 5245 2261 984 861 790 379 322 1.2929e+06 2745 50397 29243 515 6547 1355 5192 4198 448 225 223 internal_count=1331020 1308306 22714 10396 8135 701 12318 7434 1300316 1590 7990 5245 2261 984 861 790 379 322 1292896 2745 50397 29243 515 6547 1355 5192 4198 448 225 223 cat_boundaries=0 1 cat_threshold=1428 is_linear=0 shrinkage=0.05 Tree=726 num_leaves=31 num_cat=1 split_feature=63 126 136 38 1 5 22 31 99 59 64 76 104 64 35 63 35 60 1 9 22 127 22 2 11 70 27 37 16 109 split_gain=4.33414 12.7414 15.4469 17.6433 12.489 14.9939 12.1707 10.3408 11.0312 10.3206 16.7804 14.8713 14.5138 14.34 12.2561 11.7675 10.4753 9.81133 15.3594 10.9346 9.98176 9.64735 16.324 14.6824 14.8086 11.151 10.556 10.1975 10.0802 12.2591 threshold=0.73923647403717052 -0.41467745602130884 0 9.6500000953674334 244.50000000000003 3.9500000476837163 7.9949998855590829 1017.2500000000001 -0.75753706693649281 297.89326477050787 33.024999618530281 16.494999885559086 -0.9146313965320586 7.0150001049041757 11.250000000000002 0.82405218482017528 7.2500000000000009 0.8020838499069215 334.50000000000006 4.3500001430511483 8.0349998474121112 -0.53727915883064259 7.9549999237060556 285.50000000000006 5.7500000000000009 289.08560180664068 278.50000000000006 9.1500000953674334 13.344999790191652 0.11886809766292573 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 6 -5 -6 -2 -7 -9 16 11 12 -11 14 -13 -15 -3 18 -4 -20 -21 22 23 27 -25 -26 -27 -18 -23 -30 right_child=1 9 17 4 5 7 -8 8 -10 10 -12 13 -14 15 -16 -17 21 -19 19 20 -22 28 -24 24 25 26 -28 -29 29 -31 leaf_value=-2.2764140939538117e-05 0.041173810707895386 -0.0034640834012795115 0.0025708112279292632 -0.0021425232300081739 -0.0011540949179150912 0.0043815867889980004 0.0075371038006699607 0.015775396424615114 0.055175165319815284 0.0036446312127751688 -0.00068529471322254149 0.052577923272770867 0.00012334265810962748 0.0016778172221000066 0.010140638621321516 0.0065698618192668937 0.035927066686868091 0.00068894672121758312 0.003063872039719071 0.045302538256695932 0.013050124864569124 -0.0010869787311338318 -0.00037544865193896209 0.0051956135018115072 0.0090451607648836373 -0.0019929109481521524 0.032820010713715139 0.00084144251462923416 0.0020023727705428276 -0.0003563641474071374 leaf_weight=1194816 38 2588 12148 5736 621 246 92 159 20 3653 14018 27 14710 3261 46 1973 21 10330 72 47 49 29385 4321 842 181 26 134 1498 7275 22687 leaf_count=1194816 38 2588 12148 5736 621 246 92 159 20 3653 14018 27 14710 3261 46 1973 21 10330 72 47 49 29385 4321 842 181 26 134 1498 7275 22687 internal_value=7.69893e-06 0.000274929 0.00119351 -0.000875257 -0.00122627 0.00379825 0.0173694 0.0110345 0.0201776 2.03347e-05 0.00068567 0.00149759 0.000823842 0.00382886 0.0258366 0.00352191 -0.000343295 0.00182452 0.00277846 0.0177933 0.0288404 -0.000221604 0.00153077 0.00457916 0.00875566 0.0175462 0.0271629 0.0013265 -0.000428976 0.000216355 internal_weight=1.33102e+06 136204 29558 6912 6782 1046 130 425 179 106646 37688 23670 18363 5307 73 5234 68958 22646 12316 168 96 66370 7023 2702 1183 341 160 1519 59347 29962 internal_count=1331020 136204 29558 6912 6782 1046 130 425 179 106646 37688 23670 18363 5307 73 5234 68958 22646 12316 168 96 66370 7023 2702 1183 341 160 1519 59347 29962 cat_boundaries=0 1 cat_threshold=1329 is_linear=0 shrinkage=0.05 Tree=727 num_leaves=31 num_cat=2 split_feature=4 6 136 123 31 21 79 55 21 15 41 41 14 43 64 39 123 34 41 2 31 28 43 24 64 29 136 24 41 79 split_gain=4.12635 12.7308 12.3052 23.2392 17.2212 14.9564 12.7336 14.8421 19.0071 12.5289 13.2915 12.1099 15.5588 12.8124 14.9647 13.6259 34.7154 19.6189 12.4031 16.8308 18.0527 12.3796 11.6861 15.8687 13.7826 14.6639 13.7039 11.4325 11.833 11.2557 threshold=10.84999990463257 1.3499999642372134 0 -0.47714059054851526 1017.1499938964845 7.1949999332427987 22.884999275207523 39.225000381469734 6.6349999904632577 1.9149999618530276 8.4499998092651385 9.6500000953674334 3.2849999666213994 13.250000000000002 13.545000076293947 13.750000000000002 0.43049471080303198 14.449999809265138 12.449999809265138 314.50000000000006 1013.3500061035157 1011.3500061035157 8.8499999046325701 315.50000000000006 4.1849999427795419 1013.2500000000001 1 310.50000000000006 5.9500000476837167 14.47499990463257 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=-1 -2 3 6 5 9 7 -3 -9 10 -5 22 13 29 15 16 -15 -18 19 -17 -21 -16 23 -4 25 -25 -27 -24 -29 -13 right_child=1 2 11 4 -6 -7 -8 8 -10 -11 -12 12 -14 14 21 18 17 -19 -20 20 -22 -23 27 24 -26 26 -28 28 -30 -31 leaf_value=-1.8013666440404207e-05 -0.010391153593654603 0.0033777169199515514 0.00077167659219777715 -0.0069428877912844737 -0.0079029884566545871 -0.008695757357413415 0.00016567479972426228 0.060581240784376857 0.01064625805005256 0.0057959916342237147 0.0075869754656722292 -0.00066076384870299815 -0.0046084870236466537 0.0045272733335260237 0.05279384489662739 0.0027436573391667559 0.077600747719407087 0.016661560384876796 -0.00088254240189625753 0.075335013335570689 0.011602250371128322 0.0085139776678069649 0.00046607402416337 -0.0047266524190971472 0.00046967896795437433 2.4610594687345412e-05 -0.0050133141915371512 -0.0063773036928614609 0.0073073588763013855 -0.0071139701070993006 leaf_weight=1229274 277 7264 46134 535 907 381 3226 20 404 1033 223 8787 2729 265 27 94 28 25 1391 20 25 38 1977 3465 10929 7369 1643 175 1623 732 leaf_count=1229274 277 7264 46134 535 907 381 3226 20 404 1033 223 8787 2729 265 27 94 28 25 1391 20 25 38 1977 3465 10929 7369 1643 175 1623 732 internal_value=7.31399e-06 0.000313317 0.00034254 0.00171867 -0.0021164 0.000300012 0.00280217 0.00390849 0.0130017 0.00221369 -0.00266827 0.000122198 -0.00121637 -0.000406618 0.00332728 0.00249791 0.0119154 0.0488558 0.000540552 0.0147817 0.0399279 0.0269072 0.000380763 0.000233684 -0.000826717 -0.00196227 -0.000899402 0.00309013 0.00597543 -0.00115701 internal_weight=1.33102e+06 101746 101469 13993 3079 2172 10914 7688 424 1791 758 87476 14161 11432 1913 1848 318 53 1530 139 45 65 73315 69540 23406 12477 9012 3775 1798 9519 internal_count=1331020 101746 101469 13993 3079 2172 10914 7688 424 1791 758 87476 14161 11432 1913 1848 318 53 1530 139 45 65 73315 69540 23406 12477 9012 3775 1798 9519 cat_boundaries=0 1 2 cat_threshold=1057 4500 is_linear=0 shrinkage=0.05 Tree=728 num_leaves=31 num_cat=0 split_feature=52 132 35 38 31 11 56 65 22 128 29 13 129 8 78 65 12 65 54 55 57 124 14 96 95 63 78 2 36 78 split_gain=4.06347 8.85662 8.37726 15.525 24.6629 16.2975 8.29652 11.9638 9.36715 8.5787 8.56528 10.3994 7.86111 9.14174 7.83702 7.77201 6.96581 7.79103 6.78386 6.59096 9.70809 6.68195 7.15091 6.5695 6.46969 6.39512 6.37753 6.32899 8.41049 14.0273 threshold=122.03499984741212 1013.8500061035157 12.34999990463257 11.750000000000002 1007.4500122070314 15.34999990463257 281.00025939941412 37.145000457763679 7.5950000286102304 229.50000000000003 1006.7500000000001 5.1150000095367441 128.50000000000003 8.0500001907348651 2.1650000810623173 113.65500259399415 4.4049999713897714 53.944999694824226 174.43000030517581 120.24499893188478 291.20883178710943 0.90992662310600292 4.3450000286102304 -0.96954140067100514 -0.16824060678482053 0.64155086874961864 63.254999160766609 299.50000000000006 12.449999809265138 40.704999923706062 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 16 4 5 -4 26 14 -9 10 11 -10 13 -3 25 19 -2 -18 -6 20 -12 22 -22 -21 -16 -8 -5 28 -19 -30 right_child=1 12 3 6 18 -7 7 8 9 -11 15 -13 -14 -15 24 -17 17 27 -20 23 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-1.2532795986688649e-06 0.0024194498852912198 -0.0084265408208211001 0.073256759124773516 -0.001802478482640758 -0.0027954242008110118 0.015282526155748533 0.034537993185222153 0.040054864869453012 0.038176900959677171 -0.019235476851463318 0.016744919750671865 0.0058967870726649258 -0.00154541282839297 -0.040096615820571231 0.015010742843151093 -0.010017400436527745 -0.0051234662791328003 -0.0036020627655901048 0.018801019075770111 -0.0061304748461795799 0.0021828467527305428 -0.0056403583504090263 0.014284767836054908 0.0049918727985862523 -0.00069887813498455467 0.0053325138177792988 0.023701179232448341 0.0043521950826936988 0.00022300650651301955 0.022299701677656724 leaf_weight=1319397 1810 146 27 1257 86 22 29 20 45 34 282 56 750 27 68 79 1002 1265 63 161 254 110 235 757 1810 53 25 647 416 87 leaf_count=1319397 1810 146 27 1257 86 22 29 20 45 34 282 56 750 27 68 79 1002 1265 63 161 254 110 235 757 1810 53 25 647 416 87 internal_value=6.94641e-06 0.000937743 0.00134312 0.00271035 0.0164556 0.0472275 0.00219441 0.00331799 0.00600528 0.00566698 0.00609481 0.020279 -0.00376159 -0.0133693 0.000530605 0.00533198 -8.84644e-05 -0.00141692 0.00633596 0.00600602 0.00909534 0.00549403 0.0079987 0.00304122 -0.000130053 0.0156613 -0.00130514 0.000120955 -0.00142747 0.00404144 internal_weight=1.33102e+06 11623 10700 5473 198 49 5275 3993 2033 2013 1979 101 923 173 1960 1878 5227 3417 149 1799 881 599 489 918 1878 82 1282 2415 1768 503 internal_count=1331020 11623 10700 5473 198 49 5275 3993 2033 2013 1979 101 923 173 1960 1878 5227 3417 149 1799 881 599 489 918 1878 82 1282 2415 1768 503 is_linear=0 shrinkage=0.05 Tree=729 num_leaves=31 num_cat=0 split_feature=16 17 30 22 77 77 12 79 18 105 18 26 0 67 123 32 58 14 15 12 36 67 21 107 17 20 18 15 67 107 split_gain=3.87157 28.168 18.1166 13.5631 14.1531 13.6633 13.3593 14.8332 16.1247 15.1799 12.5472 12.3333 13.4876 12.2075 11.1517 10.4965 10.4684 9.97123 9.94251 12.0847 9.86726 9.35815 9.5112 9.0064 8.57547 8.38817 16.4708 12.8105 8.37398 8.28358 threshold=18.219999313354496 18.219999313354496 1022.7500000000001 5.9749999046325692 17.535000801086429 6.4749999046325692 4.2850000858306894 10.72499990463257 16.335000038146976 -0.81659033894538868 18.219999313354496 299.50000000000006 176.50000000000003 18.704999923706058 -0.5663846731185912 13.550000190734865 287.17948913574224 2.1350001096725468 2.6049998998641972 1.5950000286102297 14.150000095367433 4.5950000286102304 9.7849998474121112 -0.98204365372657765 11.775000095367433 10.984999656677248 14.039999961853029 3.1049998998641972 33.395000457763679 -0.89337307214736927 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 6 16 5 13 7 8 11 15 25 12 -2 -5 -8 -9 24 -13 19 -10 -16 22 -3 -21 -4 -1 27 -27 -28 -11 right_child=2 21 3 4 -6 -7 14 9 18 29 -12 17 -14 -15 20 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=3.7718212342132784e-06 0.0051558946546225405 0.00058616483012789494 0.031316808619964366 0.0023515863108894762 0.017344253355501375 -0.0044946981402934705 -0.0047641346380311311 -0.013521798986808282 -0.0009119156600782578 0.016624384386731045 0.0020498635487142553 -0.00039661250149486166 -3.830863733812865e-05 0.018771877865886175 0.0038354698117186226 -0.00049193400283450083 0.045570344464094553 -0.0084600370749831205 0.0015040016034750512 0.0037416782345698106 0.016458084932328532 0.005342849978254913 0.0056700008609131599 -0.0056815988334146779 0.0025294707029134712 0.00039344634708357779 -0.0021242062039813262 0.007393739087656219 0.0018515576677235327 -0.002964146354020235 leaf_weight=1273080 2037 4055 37 2318 144 768 284 669 3168 56 7420 1293 3234 119 710 201 27 545 1318 272 198 2745 1190 3741 86 3174 14360 823 1459 1489 leaf_count=1273080 2037 4055 37 2318 144 768 284 669 3168 56 7420 1293 3234 119 710 201 27 545 1318 272 198 2745 1190 3741 86 3174 14360 823 1459 1489 internal_value=6.59909e-06 1.78351e-05 -0.000640587 0.00266851 0.0020097 0.00132072 -0.00124316 -0.00158222 -0.00101798 -0.00522882 -3.5108e-07 0.000739222 0.00196901 0.0031534 0.00388328 -0.0105115 0.0173777 -0.00278756 -0.0024878 -0.00322045 0.00658798 0.00297751 0.0017396 -0.00504289 0.0111891 -1.21174e-05 -0.00103292 0.00183484 -0.00175752 -0.00225414 internal_weight=1.33102e+06 1.30831e+06 22714 3499 3349 3205 19215 18023 15608 2415 1.30032e+06 7109 5271 2437 1192 870 150 1838 8499 7181 908 7990 5245 4013 123 1.2929e+06 19816 3997 15819 1545 internal_count=1331020 1308306 22714 3499 3349 3205 19215 18023 15608 2415 1300316 7109 5271 2437 1192 870 150 1838 8499 7181 908 7990 5245 4013 123 1292896 19816 3997 15819 1545 is_linear=0 shrinkage=0.05 Tree=730 num_leaves=31 num_cat=0 split_feature=14 25 16 43 28 71 134 39 43 109 94 40 28 31 64 34 55 38 42 8 22 120 123 19 36 107 122 52 19 10 split_gain=5.53008 12.8976 19.2151 14.4204 21.0957 14.4181 13.125 12.7214 16.8032 12.3122 15.4965 11.6843 15.0387 21.0406 11.5784 11.2474 11.1619 11.6694 15.7895 11.0459 18.1773 24.4878 15.6826 17.6443 16.3452 12.6209 20.4521 14.0592 17.8534 13.0227 threshold=2.9050000905990605 269.50000000000006 9.5450000762939471 13.650000095367433 1006.4500122070314 290.53944396972662 1010.8500061035157 13.050000190734865 11.050000190734865 -0.48908865451812739 0.48003034293651586 12.750000000000002 1011.7500000000001 1011.1499938964845 67.155002593994155 13.84999990463257 24.154999732971195 14.650000095367433 10.050000190734865 13.550000190734865 9.1149997711181658 1.0000000180025095e-35 -0.47714059054851526 9.5450000762939471 8.9499998092651385 -0.25140020251274103 0.49240480363368994 0.44499999284744268 13.344999790191652 10.34999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 2 6 5 -5 -3 7 8 -2 10 -7 12 13 -6 -4 -10 17 18 -9 -1 22 -22 23 24 -21 26 27 -24 -29 -27 right_child=1 3 14 4 11 9 -8 16 15 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 -23 25 -25 -26 29 -28 28 -30 -31 leaf_value=-4.8525892407030067e-07 -0.0030277690896755071 -0.00083163104809405542 0.0019058703380633775 0.034374225381403591 0.012364753433158278 0.0095996095969509837 0.019771577786209426 0.012862490185535931 -0.023175722787199524 3.8517945945941712e-05 -0.0042575888741919971 0.0011394850295410421 0.0056271324571645943 0.068630493890971908 -0.0019628424276629704 0.004162923761759885 -0.010560543675155781 -0.0086322121255631972 -0.0036703835099821318 0.0093788503361284387 0.021496349647254828 -0.0079574505131983879 -0.004849751543232605 0.0029034390225492132 0.00018640820200493849 -0.0028687876732985821 -0.008295837724815569 0.001176778204863362 -0.0045496893368774036 0.001653063428416771 leaf_weight=1082678 3120 104958 17716 52 54 709 67 453 174 61514 282 2991 390 24 2171 48 137 133 212 497 229 102 1808 11926 17910 1931 1014 6686 1709 9076 leaf_count=1082678 3120 104958 17716 52 54 709 67 453 174 61514 282 2991 390 24 2171 48 137 133 212 497 229 102 1808 11926 17910 1931 1014 6686 1709 9076 internal_value=-8.27839e-06 -0.000254114 0.000825475 -0.000407117 0.00276419 -0.000473606 -0.00218715 -0.00253114 -0.00397349 0.000127588 0.00565639 0.00228899 0.00963549 0.0296773 0.00148354 -0.0172647 0.00262429 0.00488785 0.00759186 3.3981e-05 0.000739545 0.01242 0.000665982 0.00140528 0.00043461 -0.000343063 -0.00152339 -0.000850322 1.10208e-05 0.000859778 internal_weight=1.33077e+06 195205 24231 170974 3511 167463 4344 4277 3342 62505 991 3459 468 78 19887 222 935 798 665 1.13557e+06 52888 331 52557 30333 18407 22224 11217 10203 8395 11007 internal_count=1330771 195205 24231 170974 3511 167463 4344 4277 3342 62505 991 3459 468 78 19887 222 935 798 665 1135566 52888 331 52557 30333 18407 22224 11217 10203 8395 11007 is_linear=0 shrinkage=0.05 Tree=731 num_leaves=31 num_cat=0 split_feature=12 40 94 15 39 2 33 37 127 0 31 23 9 5 7 57 21 118 3 31 7 1 15 12 66 20 11 36 31 20 split_gain=5.05899 14.5618 14.9281 11.0288 11.4479 11.0159 10.3265 9.00699 10.062 11.4401 9.58497 8.9734 12.3386 10.4571 8.39827 8.31123 8.2988 7.3449 9.32136 6.68548 6.23371 7.00704 7.12193 5.96811 5.67416 5.4423 5.97496 5.2082 5.04498 6.78929 threshold=5.5950000286102304 0.15000000223517421 0.99999988079071056 4.0150001049041757 13.150000095367433 178.50000000000003 10.949999809265138 10.150000095367433 -0.25037047266960138 336.50000000000006 1017.8500061035157 8.8850002288818377 8.4499998092651385 16.150000572204593 4.8500001430511483 274.77307128906256 12.204999923706056 -0.30069434642791742 141.50000000000003 1017.2500000000001 14.949999809265138 214.50000000000003 3.1650000810623173 6.0650000572204599 93.920001983642592 10.055000305175783 12.050000190734865 12.84999990463257 1020.6499938964845 9.7550001144409197 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 15 -4 5 11 -7 -3 10 23 16 13 -13 -5 -8 17 20 18 -2 -14 21 -9 -23 -10 -20 -24 -27 -22 29 -17 right_child=1 7 3 4 -6 6 14 8 9 -11 -12 12 19 -15 -16 28 -18 -19 24 -21 27 22 25 -25 -26 26 -28 -29 -30 -31 leaf_value=-2.4642135868600019e-06 -0.026141064271571174 0.016867475703015531 -0.0059750346555690267 0.025256075723754136 -0.006758981813116214 0.0083858174302367857 0.001614713365392339 -0.010557465378913597 -0.014333799322719335 0.0037404457231112308 -0.017232191748723077 0.01201321005193879 -0.0075642660136225745 -0.014401922677643599 0.030395406328322595 -0.0034920956759690995 0.024901009843285596 -0.011454384008087688 -0.0045984612785998661 -0.03688824855937408 0.0017106822344164054 -0.020462691124815208 -0.0061571934828307572 -0.030540761561650372 0.01147194615793678 0.0079877787969995888 0.039901074785739184 0.028471239508750541 -0.0091258169882210156 0.0036539441246921864 leaf_weight=1326700 31 38 177 68 113 200 31 267 154 62 120 72 77 22 139 577 28 387 114 26 75 26 41 90 106 55 20 24 147 784 leaf_count=1326700 31 38 177 68 113 200 31 267 154 62 120 72 77 22 139 577 28 387 114 26 75 26 41 90 106 55 20 24 147 784 internal_value=-7.86447e-06 -0.00176776 -6.13305e-05 0.00524845 0.00790427 0.0105136 0.016087 -0.00700819 -0.00795131 -0.0154385 -0.00445883 0.002732 -0.00386624 0.0155619 0.0251472 -0.00235003 -0.00159912 -0.00713388 -0.000472396 -0.0149664 -0.00305976 -0.00578476 0.00318926 -0.0203118 0.00314455 0.00849056 0.016498 0.00819809 -0.000326089 0.000624359 internal_weight=1.33077e+06 4071 3071 925 748 635 370 1000 962 306 656 265 175 90 170 2146 536 638 251 103 508 409 142 244 220 116 75 99 1508 1361 internal_count=1330771 4071 3071 925 748 635 370 1000 962 306 656 265 175 90 170 2146 536 638 251 103 508 409 142 244 220 116 75 99 1508 1361 is_linear=0 shrinkage=0.05 Tree=732 num_leaves=31 num_cat=2 split_feature=60 38 9 30 136 87 65 21 8 71 85 20 68 7 67 15 52 12 136 15 121 25 37 21 0 117 5 23 121 42 split_gain=4.6887 9.39821 9.84208 11.2569 8.5063 7.4267 12.448 6.85685 6.74425 9.69114 7.77875 10.7686 9.11893 12.8246 9.91645 8.15861 6.09976 5.63397 13.0208 9.73901 11.1992 9.59417 10.7812 8.3737 8.75639 8.12356 8.74724 7.16878 9.34143 9.1464 threshold=0.90423935651779186 12.250000000000002 5.3500001430511483 1020.1499938964845 0 0.67395454645156871 71.630001068115249 12.555000305175783 2.9500000476837163 273.48937988281256 0.71430993080139171 9.9549999237060565 286.12037658691412 3.9500000476837163 35.164999008178718 3.0649999380111699 58.674999237060554 6.0650000572204599 1 3.4050000905990605 -0.77159520983695973 293.50000000000006 12.750000000000002 7.7349998950958261 157.50000000000003 -0.19936034083366391 12.050000190734865 8.8850002288818377 -0.49240480363368982 8.3499999046325701 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=17 -2 3 7 -4 6 -6 -3 -5 -10 -11 16 13 14 -13 -15 -12 -1 19 -19 21 22 -21 -20 -25 26 -26 28 -22 -29 right_child=1 2 4 8 5 -7 -8 -9 9 10 11 12 -14 15 -16 -17 -18 18 23 20 27 -23 -24 24 25 -27 -28 29 -30 -31 leaf_value=5.5347283847832126e-06 -0.002985581793955569 -0.0006612489765401103 -0.0084933907186343482 0.00034355777311862471 0.0022722871513269059 -0.0017830440940316584 0.034870801152040561 0.0092182488605140941 -0.0019346294181000598 -0.00071980994263422683 -0.00077875266400807787 0.005345728330975099 0.011831067631994074 0.067537667845877322 0.040767805875632272 0.026166233564303684 0.017904812419096586 -0.012576812729821541 -0.032878063355797321 0.0074196641947227443 -0.0086899366540213428 -0.0028923465992279707 0.040902751286180233 -0.013864886076606023 0.014912032099008293 -0.0060908670800165626 -0.0057734749369085479 0.00080270699653168772 0.015224277880689543 -0.020035591819532104 leaf_weight=1316365 3957 3467 443 518 157 2841 36 185 218 139 177 62 263 26 29 22 58 96 29 44 57 42 53 246 112 578 94 246 144 67 leaf_count=1316365 3957 3467 443 518 157 2841 36 185 218 139 177 62 263 26 29 22 58 96 29 44 57 42 53 246 112 578 94 246 144 67 internal_value=-7.47125e-06 -0.000967491 -4.33401e-05 0.00134131 -0.00209981 -0.00113454 0.00835284 -0.000160782 0.00496938 0.00738003 0.00999677 0.0123352 0.0173057 0.0276643 0.0166341 0.0485758 0.00383251 1.70382e-06 -0.0027875 0.00226286 0.00447915 0.0170707 0.0257145 -0.00632115 -0.0056348 -0.0030524 0.00547301 0.00107403 0.00844263 -0.00365789 internal_weight=1.33077e+06 12598 8641 5164 3477 3034 193 3652 1512 994 776 637 402 139 91 48 235 1.31817e+06 1808 749 653 139 97 1059 1030 784 206 514 201 313 internal_count=1330771 12598 8641 5164 3477 3034 193 3652 1512 994 776 637 402 139 91 48 235 1318173 1808 749 653 139 97 1059 1030 784 206 514 201 313 cat_boundaries=0 1 2 cat_threshold=3140 4425 is_linear=0 shrinkage=0.05 Tree=733 num_leaves=31 num_cat=2 split_feature=14 136 94 136 22 15 30 17 74 40 32 38 27 117 32 114 15 43 126 38 123 30 28 127 8 38 2 28 12 127 split_gain=4.83092 22.9693 20.8331 16.9036 14.7225 14.0637 12.1209 11.6353 12.2437 11.8327 21.6039 21.1262 18.415 17.5199 16.6263 16.012 13.2041 11.3853 20.6734 16.2544 11.0607 13.5919 16.7649 13.2068 16.9109 15.1006 11.4761 11.0075 14.6107 16.684 threshold=2.9050000905990605 0 0.77536758780479442 1 11.125000000000002 4.555000066757203 1023.8500061035157 14.550000190734865 0.68400654196739208 5.9500000476837167 9.9499998092651385 10.550000190734865 200.50000000000003 -0.71322327852249134 11.250000000000002 -0.41467745602130884 3.2649999856948857 7.4500000476837167 -0.94828754663467396 14.750000000000002 0.35019405186176306 1022.7500000000001 1012.2500000000001 0.58068084716796886 5.6499998569488534 11.050000190734865 132.50000000000003 1000.4500122070314 4.4749999046325692 -0.74892720580101002 decision_type=2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 7 -3 -4 5 6 17 9 20 -2 15 12 13 -12 -13 -11 -14 18 19 -5 21 22 -9 24 26 -25 -24 28 29 -16 right_child=1 2 3 4 -6 -7 -8 8 -10 10 11 14 16 -15 27 -17 -18 -19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31 leaf_value=3.2396895465468045e-05 0.00029619069229245865 -0.00021757966516379627 -0.0011143624826248544 0.023393977651945674 0.0020411253869864303 -0.011593474753451016 -0.009743417645057189 0.00082463353864379186 -9.0262678691138416e-05 -0.0041500011630171739 0.0086655286218350128 -0.0038801777188312591 -0.00089430839698280548 0.068211216408581965 0.025859331495904678 -0.017687868264933987 0.0058789013216639817 -0.00097628063782833154 -0.0055950084827099305 -0.022255697132398687 -0.00011930258351198911 -0.00073586088763584522 0.0025760443499124471 0.010669080847345776 0.0052402860145440468 0.0015074533752285832 0.017225612839007996 -0.00057051596464271126 -0.003823620918428563 -0.0011857833910692969 leaf_weight=1135566 57671 48207 23225 104 1033 610 757 3954 13832 2159 30 4282 1292 21 150 243 1624 3394 3802 24 4989 2423 174 527 2414 3069 577 14364 162 92 leaf_count=1135566 57671 48207 23225 104 1033 610 757 3954 13832 2159 30 4282 1292 21 150 243 1624 3394 3802 24 4989 2423 174 527 2414 3069 577 14364 162 92 internal_value=-7.10088e-06 -0.000236871 -0.000879768 -0.00184887 -0.00359833 -0.00427277 -0.00372016 0.000220665 0.00103008 -9.44272e-05 -0.00101696 -0.000525737 0.00339882 0.0331843 -0.00113698 -0.00551957 0.00287788 -0.00309761 -0.00492961 0.0148347 0.00188497 0.00264607 0.00341083 0.0049233 0.00727882 0.00285011 0.0138314 -0.000341584 0.00779797 0.0155777 internal_weight=1.33077e+06 195205 81156 32949 9724 8691 8081 114049 31959 82090 24419 22017 2967 51 19050 2402 2916 7324 3930 128 18127 13138 10715 6761 3165 3596 751 14768 404 242 internal_count=1330771 195205 81156 32949 9724 8691 8081 114049 31959 82090 24419 22017 2967 51 19050 2402 2916 7324 3930 128 18127 13138 10715 6761 3165 3596 751 14768 404 242 cat_boundaries=0 1 2 cat_threshold=409 1092 is_linear=0 shrinkage=0.05 Tree=734 num_leaves=31 num_cat=1 split_feature=14 136 12 64 23 83 23 86 95 70 31 111 124 37 35 38 31 31 124 37 28 31 64 40 43 36 12 39 33 22 split_gain=4.37558 11.8046 16.8693 18.7963 14.0484 12.6673 14.6871 12.8069 14.9469 13.2329 24.9157 16.9042 17.6592 12.6443 11.8161 17.6212 14.762 14.4174 12.3052 11.6913 11.2815 12.5391 12.8702 11.2488 17.9279 19.9399 14.448 23.8927 20.5747 24.364 threshold=2.4850000143051152 0 4.2850000858306894 44.274999618530281 10.335000038146974 297.02310180664068 7.7049999237060556 0.81438341736793529 -0.90177172422409047 286.45436096191412 1017.1499938964845 1.0000000180025095e-35 0.8038262426853181 10.449999809265138 9.4499998092651385 9.4499998092651385 1023.9500122070314 1017.0499877929689 -0.89490029215812672 13.34999990463257 1020.1499938964845 1019.2500000000001 14.34500026702881 14.550000190734865 13.84999990463257 15.34999990463257 3.0149999856948857 15.449999809265138 13.34999990463257 7.8750000000000009 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 23 4 -4 5 6 7 8 -3 -10 -11 12 -12 -6 -7 17 20 -16 -18 -20 21 22 -17 24 -2 26 27 -26 29 -28 right_child=1 2 3 -5 13 14 -8 -9 9 10 11 -13 -14 -15 15 16 18 -19 19 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=4.413486801562259e-05 7.5623844863156111e-05 -0.01510725423009901 -0.0045723457269668472 -0.00040893265335818578 -0.017534566240311925 -0.0026209387907686066 -0.0016224460320878296 -0.0021327972983594306 7.9060935821053792e-05 0.00055586255168272268 0.016149146153543476 0.0026833493037269093 0.047702661488438027 0.0013795216901037264 0.009814150729638451 -0.0021445297157208719 0.035549578838230622 -0.0042212153383695853 0.0057004194290876014 -0.003529552095032161 -0.0019954006674427144 0.0037333679769796513 0.00064164491893838418 -0.0066688943910954623 -0.0014166942053821232 -0.0037228891420034837 0.073784300976743308 0.033920300290359327 0.010893371739627018 0.014787879688776144 leaf_weight=1012032 178218 158 5213 5648 89 3447 36951 7067 28695 971 213 173 56 12320 839 5192 31 234 1682 431 5870 2584 20551 612 419 416 30 54 533 42 leaf_count=1012032 178218 158 5213 5648 89 3447 36951 7067 28695 971 213 173 56 12320 839 5192 31 234 1682 431 5870 2584 20551 612 419 416 30 54 533 42 internal_value=-6.74625e-06 -0.0001683 -0.000515586 -0.00240726 -0.000354553 -0.000526812 -0.000915765 -0.000216315 0.000231176 0.000311669 0.00503544 0.0148763 0.0227179 0.00124387 0.000180292 0.000438373 0.000251919 0.00675332 0.00427654 0.00381773 -4.07422e-07 0.000413001 7.97128e-05 9.82972e-05 0.000121348 0.00557575 0.00916409 0.00261755 0.0142823 0.0393697 internal_weight=1.33077e+06 318739 138415 10861 127554 115145 74284 37333 30266 30108 1413 442 269 12409 40861 37414 36341 1073 2144 2113 34197 28327 25743 180324 179712 1494 1078 473 605 72 internal_count=1330771 318739 138415 10861 127554 115145 74284 37333 30266 30108 1413 442 269 12409 40861 37414 36341 1073 2144 2113 34197 28327 25743 180324 179712 1494 1078 473 605 72 cat_boundaries=0 1 cat_threshold=409 is_linear=0 shrinkage=0.05 Tree=735 num_leaves=31 num_cat=0 split_feature=52 38 132 67 79 127 67 27 78 36 53 19 35 61 79 31 28 65 82 124 19 111 35 28 14 2 64 78 33 71 split_gain=4.45421 9.31737 7.97554 8.03047 10.1079 13.7735 11.1135 8.25964 8.22291 7.62402 10.0909 8.01528 8.37577 7.75105 7.13869 10.6343 9.66025 13.2542 15.7804 10.8512 9.09341 8.5115 8.23216 7.56382 6.94795 6.79124 6.43765 16.9727 16.5609 13.2621 threshold=122.03499984741212 12.34999990463257 1025.049987792969 32.18499946594239 2.7749999761581425 -0.18222858756780622 6.4949998855590829 294.50000000000006 45.364999771118171 12.150000095367433 221.75000000000003 17.029999732971195 8.4499998092651385 0.91733244061470043 47.715000152587898 1003.9500122070314 1019.0499877929689 58.649999618530281 298.04217529296881 -0.96811076998710621 13.344999790191652 -0.33217000961303705 12.449999809265138 1011.3500061035157 4.3450000286102304 274.50000000000006 43.125000000000007 20.714999198913578 9.4499998092651385 299.30482482910162 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 9 3 4 -3 6 -6 8 -7 11 -11 12 25 -12 15 21 17 -17 19 -19 -20 22 24 -21 -14 -2 -1 28 -28 -30 right_child=1 2 -4 -5 5 7 -8 -9 -10 10 13 -13 14 -15 -16 16 -18 18 20 23 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=1.677246624455544e-05 -0.0098856762386276397 0.0087482510341143956 -0.011321825196092825 0.003657085456315975 -0.02632724515437572 0.0037747598070635002 -0.0047125565501285596 -0.0013773795758338862 0.032228117128117732 -0.0032531950839945647 -0.027830580265726896 -0.0043141836148644528 0.037850967225117181 0.0056809307076036934 -0.0056165359307262163 -0.0090472072046260104 0.0059887521520729896 0.015622315123910087 0.053504942371712431 -0.018988796816304773 0.011074703326448799 -0.0015070324750538445 0.043326331960872329 0.00029464216863679129 0.0095000541659828741 0.0034010967076368013 0.0018043527791958434 0.00019707924632839655 -0.0037656295419070348 -0.00041400507269952701 leaf_weight=1278961 268 328 111 4164 66 1086 601 1352 26 470 80 841 26 22 232 349 805 90 23 67 28 71 29 211 128 150 2516 24420 8662 4477 leaf_count=1278961 268 328 111 4164 66 1086 601 1352 26 470 80 841 26 22 232 349 805 90 23 67 28 71 29 211 128 150 2516 24420 8662 4477 internal_value=5.80705e-06 0.000980285 0.00198423 0.00217799 0.000397423 -0.000477401 -0.00685134 0.00124801 0.00444004 -0.00101574 -0.00634697 -9.6673e-05 0.00133527 -0.0206026 0.0026453 0.00369442 0.00216154 -0.00185005 0.00414471 0.000532414 0.0302099 0.0131874 0.0188885 -0.00435281 0.0142866 -0.0051177 -2.78054e-06 -0.000626799 -0.00191195 -0.00262359 internal_weight=1.33066e+06 11624 7734 7623 3459 3131 667 2464 1112 3890 572 3318 2477 102 2059 1827 1573 768 419 368 51 254 183 278 154 418 1.31904e+06 40075 15655 13139 internal_count=1330660 11624 7734 7623 3459 3131 667 2464 1112 3890 572 3318 2477 102 2059 1827 1573 768 419 368 51 254 183 278 154 418 1319036 40075 15655 13139 is_linear=0 shrinkage=0.05 Tree=736 num_leaves=31 num_cat=2 split_feature=79 75 38 41 124 64 108 28 127 42 64 105 136 55 24 0 35 76 115 110 126 136 98 38 87 125 60 68 35 15 split_gain=4.14648 18.7944 15.4078 12.1158 11.8118 11.9587 17.2491 11.2317 12.4005 11.5496 13.5939 10.5763 12.1096 17.8615 10.399 10.3427 9.99089 9.47844 12.7575 9.4619 9.29159 13.6192 12.5703 14.936 12.5686 12.5252 16.4459 11.112 9.91418 9.91115 threshold=20.804999351501468 0.68383976817131054 11.949999809265138 5.6499998569488534 -0.63605400919914235 45.364999771118171 -0.84033736586570729 997.54998779296886 0.94828754663467418 8.4499998092651385 13.175000190734865 -0.64796996116638172 0 1.6250000000000002 279.50000000000006 310.50000000000006 11.84999990463257 19.394999504089359 -0.061046212911605828 -0.99435600638389576 0.8038262426853181 1 -0.83333951234817494 13.84999990463257 0.67395454645156871 -0.94828754663467396 0.88196489214897167 274.70556640625006 9.3499999046325701 3.6350001096725468 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=-1 2 4 20 11 19 -7 16 -9 -10 -11 14 13 -13 -2 -4 -5 -15 -19 -6 21 22 23 24 27 -26 29 -3 -22 -27 right_child=1 3 15 7 5 6 -8 8 9 10 -12 12 -14 17 -16 -17 -18 18 -20 -21 28 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=3.3471624922168997e-05 -0.017142476605318195 -0.0038337475620210172 0.0011482729796681006 0.040282937059445044 -0.019894166993215046 0.045292025245726113 0.0081114110145049552 -0.0052466741557957511 -0.0071885786663707617 -0.0042649265934089457 0.0068816984854282413 -0.0034369660764156534 -0.0046795374411463479 -0.00032763660934410601 -0.0023253825621492421 -0.0013253118447581578 -0.0027601394891882177 0.013659588744172751 0.045757106976169686 0.0025930439129718701 -0.0021095231051793026 -0.0010596439791405359 -0.0020081368686053259 0.036061656561035375 -0.001829516823355499 0.01722406752914675 -0.01327964821774956 0.037174150539245811 0.000501165322770398 0.0053533339192078089 leaf_weight=1209345 185 24 8137 28 47 34 378 3025 392 436 734 300 524 95 329 8792 26 221 36 9930 4161 52249 870 39 601 292 84 53 28851 442 leaf_count=1209345 185 24 8137 28 47 34 378 3025 392 436 734 300 524 95 329 8792 26 221 36 9930 4161 52249 870 39 601 292 84 53 28851 442 internal_value=5.5167e-06 -0.000273156 0.000837004 -0.00062203 0.00220121 0.00283184 0.0111797 -0.00311168 -0.00337856 0.000239268 0.00272791 -0.00167543 0.000939572 0.00544382 -0.00765838 -0.000136372 0.0195585 0.0131673 0.0181557 0.00248711 -0.000490229 -0.000890288 0.00278183 0.00551479 0.00471844 0.00365086 0.0076774 0.0243925 0.000172101 0.0100758 internal_weight=1.33066e+06 121315 29008 92307 12079 10389 412 4641 4587 1562 1170 1690 1176 652 514 16929 54 352 257 9977 87666 54654 2405 1535 1496 1419 818 77 33012 734 internal_count=1330660 121315 29008 92307 12079 10389 412 4641 4587 1562 1170 1690 1176 652 514 16929 54 352 257 9977 87666 54654 2405 1535 1496 1419 818 77 33012 734 cat_boundaries=0 1 2 cat_threshold=133 16 is_linear=0 shrinkage=0.05 Tree=737 num_leaves=31 num_cat=2 split_feature=15 43 17 37 119 35 7 19 31 108 28 126 122 102 24 24 109 43 17 40 136 42 84 79 35 136 20 35 36 94 split_gain=3.91439 7.79775 9.25746 9.31478 18.1594 15.9764 16.074 11.7551 11.3341 10.4834 8.9115 8.83788 7.98202 13.0551 12.7257 8.03962 7.69228 7.32325 8.72379 8.50865 7.11562 8.71685 7.50943 6.75995 11.292 6.60203 6.75119 6.72295 6.89887 6.57915 threshold=4.9649999141693124 12.150000095367433 15.405000209808351 12.750000000000002 0.04361772537231446 13.750000000000002 13.050000190734865 12.699999809265138 1017.8500061035157 -0.018596445210278031 1023.1499938964845 0.71322327852249157 0.41467745602130895 -0.42069806158542628 288.50000000000006 257.50000000000006 -0.55548542737960804 8.5500001907348651 12.699999809265138 9.2500000000000018 0 10.84999990463257 0.65049901604652416 43.924999237060554 12.84999990463257 1 11.765000343322756 15.34999990463257 12.250000000000002 -0.10815491527318953 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 left_child=-1 2 3 5 9 7 -7 17 16 -5 11 -10 14 -14 29 -15 -6 23 -19 -20 -17 22 -22 24 -2 27 -27 28 -4 -9 right_child=1 -3 25 4 8 6 -8 12 10 -11 -12 -13 13 15 -16 20 -18 18 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=1.3045566630218001e-05 0.0065824131119791547 -0.0068586874321575802 -0.0013819624560213756 -0.0036876217823980069 -0.019803383259866865 0.054983732562798718 -0.0017608550280177344 -0.0072858557632596759 0.016376812422515027 -0.019143057336079562 -0.0055991910519774188 0.0013656606254034212 0.018497798139350895 -0.023493051754346763 -0.0042848562862496395 0.0016070908201996842 -0.0036250827161679457 -0.018257432433066569 -0.011132983377446301 0.033458881922997535 -0.017844548171348635 0.021121208835393191 -0.0019768541072144969 0.0009195659049920905 0.040265104690423381 0.00013852678639069779 -0.010661762384448334 -0.017241951202352845 0.0054077686886190119 0.0041591873832919537 leaf_weight=1319723 579 529 498 180 78 26 24 143 175 281 174 223 46 84 1410 175 1266 81 23 20 236 20 109 747 26 1043 168 39 1504 1030 leaf_count=1319723 579 529 498 180 78 26 24 143 175 281 174 223 46 84 1410 175 1266 81 23 20 236 20 109 747 26 1043 168 39 1504 1030 internal_value=5.23871e-06 -0.000936783 -0.000635795 -0.00164104 -0.00419889 -0.000368806 0.0277463 -0.000666069 -0.00205522 -0.0131084 0.00383955 0.00796604 -0.00234526 -0.00720832 -0.00108384 -0.00910332 -0.004564 0.00303475 -0.00859462 0.00960742 -0.00686492 -0.0106783 -0.0128313 0.00410135 0.00802993 0.00157624 -0.00134864 0.00330211 0.00371881 0.00276393 internal_weight=1.33066e+06 10937 10408 7156 2377 4779 50 4729 1916 461 572 398 3253 670 2583 624 1344 1476 124 43 540 365 345 1352 605 3252 1211 2041 2002 1173 internal_count=1330660 10937 10408 7156 2377 4779 50 4729 1916 461 572 398 3253 670 2583 624 1344 1476 124 43 540 365 345 1352 605 3252 1211 2041 2002 1173 cat_boundaries=0 1 2 cat_threshold=128 795 is_linear=0 shrinkage=0.05 Tree=738 num_leaves=31 num_cat=0 split_feature=52 38 132 67 79 127 67 104 77 29 75 55 123 127 68 79 39 32 86 98 15 12 74 79 35 27 78 79 36 53 split_gain=4.12371 8.20838 7.21901 7.21686 9.13314 12.4352 10.0296 7.7823 10.1355 10.1235 16.6932 10.1282 11.5907 9.7531 9.71535 9.66876 9.57762 11.2727 12.4074 10.8566 8.79497 8.06427 7.84511 7.63755 7.64298 7.47045 7.43095 7.04337 6.93557 9.05944 threshold=122.03499984741212 12.34999990463257 1025.049987792969 32.18499946594239 2.7749999761581425 -0.18222858756780622 6.4949998855590829 -0.73888668417930592 63.585000991821296 1014.3500061035157 0.89180120825767528 96.845001220703139 0.13052122294902804 -0.07845610752701758 282.53755187988287 16.035000801086429 14.750000000000002 12.050000190734865 0.64306345582008373 -0.88147976994514454 5.555000066757203 4.4049999713897714 0.83892762660980236 14.765000343322756 11.449999809265138 294.50000000000006 45.364999771118171 27.704999923706058 12.150000095367433 221.75000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 28 3 4 -3 6 -6 9 21 10 16 12 23 -12 -13 -14 17 18 -5 20 -18 -9 -10 24 -11 26 -7 -16 -2 -30 right_child=1 2 -4 7 5 25 -8 8 22 11 13 14 15 -15 27 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-3.285474070787198e-06 -5.4280709777956938e-05 0.0083192633914128556 -0.010774341067047539 0.042194592403913184 -0.025008499646509971 0.0035924415280482892 -0.004474837091767765 0.006118475762901433 0.027330812308937316 0.036515794164286207 0.019784166819780416 -0.0053377360535280085 0.011467858053249669 -0.0053828050561251228 0.0051790906515785792 0.039053142665231487 0.011404847532011025 0.0027410413246780714 0.012865783198709216 0.058450710693640377 0.04639218639906334 -0.0047048020525490529 -0.0044552669518937672 -0.0010595640507977857 0.0078963039312634764 -0.0013076495266184621 0.030640933082367369 -0.0055345241361849243 -0.0030843084646225414 -0.019523095839894287 leaf_weight=1319036 3318 328 111 42 66 1086 601 231 55 26 46 481 98 236 854 47 82 259 255 21 23 675 30 289 227 1352 26 187 470 102 leaf_count=1319036 3318 328 111 42 66 1086 601 231 55 26 46 481 98 236 854 47 82 259 255 21 23 675 30 289 227 1352 26 187 470 102 internal_value=4.97738e-06 0.000942606 0.00188492 0.00206925 0.000381293 -0.000450279 -0.00650665 0.00347142 -0.000396404 0.00467943 0.00895466 0.00281374 0.00785299 -0.00127755 0.000539117 0.0204093 0.0131856 0.0103649 0.0170133 0.0256324 0.0190687 -0.00194522 0.0161122 0.00449383 0.0108374 0.00118917 0.00422487 0.00325455 -0.00093087 -0.0060157 internal_weight=1.33066e+06 11624 7734 7623 3459 3131 667 4164 991 3173 964 2209 687 282 1522 145 682 556 297 126 105 906 85 542 253 2464 1112 1041 3890 572 internal_count=1330660 11624 7734 7623 3459 3131 667 4164 991 3173 964 2209 687 282 1522 145 682 556 297 126 105 906 85 542 253 2464 1112 1041 3890 572 is_linear=0 shrinkage=0.05 Tree=739 num_leaves=31 num_cat=1 split_feature=79 75 38 5 29 125 77 67 104 41 22 28 127 43 64 43 4 3 35 64 136 126 105 52 23 42 13 30 67 43 split_gain=3.74036 16.9689 13.9417 11.6965 13.309 17.9165 18.7325 12.9761 21.0021 10.8821 10.2711 10.1237 11.1813 10.468 14.6047 10.0782 10.2136 10.0826 8.99793 8.87971 11.2219 10.8624 10.7788 15.9739 27.4237 19.911 20.5825 17.1819 17.4602 13.1494 threshold=20.804999351501468 0.68383976817131054 12.34999990463257 8.9499998092651385 1007.0499877929689 -0.30069434642791742 37.48500061035157 31.064999580383304 -0.89451211690902699 5.6499998569488534 6.2750000953674325 997.54998779296886 0.94828754663467418 8.4499998092651385 13.545000076293947 11.84999990463257 11.449999809265138 337.50000000000006 11.84999990463257 3.4750000238418584 0 0.737249255180359 -0.79096865653991688 5.8550000190734872 8.305000305175783 1.8499999642372134 3.4650000333786015 1017.3500061035157 31.585000038146976 5.2500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=-1 2 15 4 5 6 10 -6 -9 19 -4 18 -13 -14 -15 16 -2 -18 -11 -3 22 -22 23 -21 25 26 27 28 -25 -24 right_child=1 9 3 -5 7 -7 -8 8 -10 11 -12 12 13 14 -16 -17 17 -19 -20 20 21 -23 29 24 -26 -27 -28 -29 -30 -31 leaf_value=3.1279152035088833e-05 0.00121618281550346 -0.002326879278035255 0.0640312523394823 -0.0017631973997419158 0.00022213624690382386 0.0040706977883682195 -0.012130628544837237 0.059624068547661106 0.0035672620332545856 0.038239573268219834 0.026153841477242257 -0.0049782211974117438 -0.006529429070051395 -0.0046644514219353226 0.0070414020724395721 -0.01700414356840026 0.0057184304017652739 -0.00054583866003667938 -0.0026085842884360599 -0.011760948744916316 -0.0010684423310514206 0.0001281793578556378 0.00028950354909648137 0.093352361662047245 0.0013760967038042868 0.00015642009675502779 0.012859439926866729 0.0195443728659302 0.039622127590700988 0.019490654574154498 leaf_weight=1209345 10397 5977 25 6985 7201 513 25 24 55 28 63 3025 419 423 720 70 2818 832 26 115 39335 36622 4421 21 662 121 182 65 54 91 leaf_count=1209345 10397 5977 25 6985 7201 513 25 24 55 28 63 3025 419 423 720 70 2818 832 26 115 39335 36622 4421 21 662 121 182 65 54 91 internal_value=4.72851e-06 -0.000259945 0.000794922 -0.000272358 0.00104481 0.0080407 0.0260638 0.000443239 0.0205972 -0.000591443 0.0369145 -0.00295094 -0.00320432 0.00023106 0.00270931 0.00192072 0.00201502 0.00429052 0.0185719 -0.000466532 -0.000330415 -0.000491437 0.00180107 0.00597393 0.00781964 0.0174486 0.0239466 0.0383598 0.0546666 0.000676761 internal_weight=1.33066e+06 121315 29008 14891 7906 626 113 7280 79 92307 88 4641 4587 1562 1143 14117 14047 3650 54 87666 81689 75957 5732 1220 1105 443 322 140 75 4512 internal_count=1330660 121315 29008 14891 7906 626 113 7280 79 92307 88 4641 4587 1562 1143 14117 14047 3650 54 87666 81689 75957 5732 1220 1105 443 322 140 75 4512 cat_boundaries=0 1 cat_threshold=16 is_linear=0 shrinkage=0.05 Tree=740 num_leaves=31 num_cat=2 split_feature=60 105 29 78 111 66 79 39 57 57 136 36 81 124 92 8 20 18 21 136 21 70 15 12 52 121 20 25 15 54 split_gain=4.01315 7.07281 10.0001 8.26132 6.9427 6.95275 7.97985 6.6089 6.17115 12.1142 5.748 5.74011 5.40551 5.34061 9.04113 9.22666 5.22161 8.00644 10.2851 7.48619 7.47034 7.39047 6.22586 5.829 8.49899 8.05085 8.40501 10.3601 8.91576 11.0502 threshold=0.91076037287712108 -0.99551469087600697 1025.049987792969 6.3250000476837167 -0.20925431698560712 67.520000457763686 9.8550000190734881 12.150000095367433 290.86968994140631 295.49072265625006 0 14.750000000000002 271.45062255859381 -0.80382624268531788 0.67297932505607616 5.4500000476837167 11.765000343322756 15.405000209808351 10.965000152587892 1 11.425000190734865 298.46719360351568 1.2849999666213991 6.0650000572204599 122.03499984741212 0.11319890245795251 10.055000305175783 310.50000000000006 4.055000066757203 216.59000396728518 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=16 2 4 -4 -2 6 8 -8 -6 12 -3 -5 -10 14 -12 -16 20 18 -18 22 23 -21 -19 24 -1 26 27 -25 -28 -30 right_child=1 10 3 11 5 -7 7 -9 9 -11 13 -13 -14 -15 15 -17 17 19 -20 21 -22 -23 -24 25 -26 -27 28 -29 29 -31 leaf_value=-1.5489860082831982e-05 -0.0049004665473835621 -0.0044328736083001337 0.048000880405306819 -0.0043443396559049345 0.003334679214912835 0.020976703096002219 -0.016401682596468559 0.00053784325012957003 0.049585917055606846 -0.0015352268535643817 0.0017517887935118101 0.030474474711809307 0.018762872424541097 -0.001405877010846931 0.050208507198840381 0.0021807590499520304 0.0095127651018639871 0.0027954309928248187 8.2346925965256498e-05 -0.00030522320264838969 0.0016404186333740781 -0.0062553420894085375 -0.0052910082109901765 -0.011275761623478806 0.0018107859810036397 -0.010525278922087685 -0.0082032318086491841 0.0050016952379895695 0.014016824305529288 -0.0057022846376215955 leaf_weight=1295282 327 1413 20 29 506 54 83 188 25 50 698 20 33 6672 20 20 334 270 2152 5051 6895 582 2010 300 6402 304 116 145 229 103 leaf_count=1295282 327 1413 20 29 506 54 83 188 25 50 698 20 33 6672 20 20 334 270 2152 5051 6895 582 2010 300 6402 304 116 145 229 103 internal_value=-1.75062e-05 -0.00100753 0.00238427 0.0209206 0.00137399 0.00355903 0.00249625 -0.00465028 0.0056505 0.0165006 -0.00152074 0.00986742 0.0320487 -0.000958151 0.0030766 0.0261946 -9.88854e-06 -0.00112588 0.00134935 -0.00190351 -1.02813e-06 -0.000918358 -0.00431448 -9.71486e-06 -6.50779e-06 -0.00349726 -0.00110475 -0.00597187 0.00372978 0.00789915 internal_weight=1.33033e+06 10158 1335 69 1266 939 885 271 614 108 8823 49 58 7410 738 40 1.32018e+06 10399 2486 7913 1.30978e+06 5633 2280 1.30288e+06 1.30168e+06 1197 893 445 448 332 internal_count=1330333 10158 1335 69 1266 939 885 271 614 108 8823 49 58 7410 738 40 1320175 10399 2486 7913 1309776 5633 2280 1302881 1301684 1197 893 445 448 332 cat_boundaries=0 1 2 cat_threshold=1232 2252 is_linear=0 shrinkage=0.05 Tree=741 num_leaves=31 num_cat=3 split_feature=31 125 28 12 13 136 136 41 136 35 10 4 36 109 35 39 4 38 67 5 76 40 36 2 127 123 32 3 18 35 split_gain=3.75818 16.7155 31.0242 19.2061 17.8865 24.6701 17.0484 16.3179 34.7389 23.0424 26.1104 16.7009 15.5098 14.5251 14.4285 15.8951 15.5599 23.9329 13.0208 12.9284 12.2704 20.1359 20.0403 15.1065 12.2036 11.841 11.6716 11.4267 11.3441 12.6213 threshold=1021.9500122070314 -0.19936034083366391 1021.0499877929689 4.9549999237060556 3.3649998903274541 0 1 7.9500000476837167 2 9.5500001907348651 11.650000095367433 7.6499998569488534 13.34999990463257 0.55032131075859081 2.3500000238418584 11.449999809265138 4.7500000000000009 10.550000190734865 46.694999694824226 9.9499998092651385 7.6449999809265146 9.7500000000000018 11.84999990463257 341.50000000000006 -0.77159520983695973 0.71322327852249157 10.650000095367433 218.50000000000003 9.5450000762939471 10.949999809265138 decision_type=2 2 2 2 2 1 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 6 5 7 20 13 12 10 -10 -11 -9 -4 15 16 -15 24 -7 27 21 23 -22 -2 -18 28 -13 -16 -3 -30 right_child=1 25 4 -5 -6 18 -8 8 9 11 -12 26 -14 14 19 -17 17 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-4.6237603915234144e-05 0.012082299784346289 0.0014797851516533773 0.0033001506103278152 -0.025355117517308547 -0.0032501227824820646 -0.0016155488228230177 0.0017455804844666444 0.027458755255201868 0.013964129852902771 0.0036788442256063775 0.074958138242363928 0.013302074685634581 0.0049426730547565967 0.0037099253481664798 -0.0035517499578699842 -0.0011961721426066727 -0.013397798344136819 0.029692761184326344 0.025672253879549151 0.019425232417251862 -0.0022357442767365295 -0.00029053561075250068 0.012467752862910976 0.052920033908246657 0.01767888704662101 -0.0012718813415987509 -0.015031116276881413 0.0023521889750067852 -0.00080141079228315023 0.00043209376106940323 leaf_weight=1183464 1469 14054 5627 52 2743 6773 2107 251 143 1675 20 44 110 658 3294 923 68 171 44 71 623 372 369 23 59 16798 209 1091 34096 52932 leaf_count=1183464 1469 14054 5627 52 2743 6773 2107 251 143 1675 20 44 110 658 3294 923 68 171 44 71 623 372 369 23 59 16798 209 1091 34096 52932 internal_value=-1.66325e-05 0.000221924 0.00129757 0.00487391 0.000549451 0.00104035 0.00519063 0.0022116 0.00592893 0.00338024 0.0214481 0.00187026 0.0200427 0.00145147 -0.000190608 0.00348405 0.00800272 0.0174814 -0.00143731 -0.00174013 0.00769913 0.0101169 0.0032336 0.0127118 0.0010394 -4.25982e-05 -0.0101036 -0.00208283 0.000161686 -5.11711e-05 internal_weight=1.33033e+06 146869 28989 5015 23974 21231 4963 14414 2452 2091 163 1928 361 11962 6335 1879 956 298 6817 4456 2856 1864 992 1492 127 117880 253 4385 101082 87028 internal_count=1330333 146869 28989 5015 23974 21231 4963 14414 2452 2091 163 1928 361 11962 6335 1879 956 298 6817 4456 2856 1864 992 1492 127 117880 253 4385 101082 87028 cat_boundaries=0 1 2 3 cat_threshold=1750 410 516 is_linear=0 shrinkage=0.05 Tree=742 num_leaves=31 num_cat=2 split_feature=60 20 11 132 105 87 87 136 39 128 64 132 69 20 18 23 95 136 25 21 21 24 15 2 9 33 29 64 15 35 split_gain=3.66577 6.61459 7.4985 7.04517 5.71667 5.47012 5.82968 6.67297 6.70554 6.10029 7.07173 5.7149 6.54944 5.3871 7.7914 13.2598 11.2485 6.50192 7.17999 6.28754 5.56903 5.90702 13.9277 8.97849 5.4993 5.44413 5.38812 8.22186 8.53308 8.14312 threshold=0.89217159152030956 11.324999809265138 13.050000190734865 1025.1499633789065 -0.99594172835350026 0.73984521627426159 0.88485106825828563 0 11.34999990463257 304.50000000000006 21.214999198913578 1020.0499877929689 288.88534545898443 11.765000343322756 15.405000209808351 10.525000095367433 0.49030858278274542 1 290.50000000000006 11.425000190734865 9.8249998092651385 276.50000000000006 1.2450000047683718 182.50000000000003 5.4500000476837167 13.750000000000002 1030.049987792969 49.125000000000007 2.4150000810623173 12.84999990463257 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 5 3 4 -3 -2 7 -7 -9 -10 11 -11 -13 19 15 16 -15 18 -16 26 -18 22 -22 24 -24 -25 -1 28 29 -28 right_child=1 2 -4 -5 -6 6 -8 8 9 10 -12 12 -14 14 17 -17 20 -19 -20 -21 21 -23 23 25 -26 -27 27 -29 -30 -31 leaf_value=-1.0952461039232862e-05 -0.0027997674508563504 0.0083052818629813872 0.022650525878582684 -0.016687438359158993 0.00081613865825679054 -0.0058129219084273277 -0.0036800243948247576 -0.0030330047341649139 0.0010044558434941498 -0.0034632789087481798 -0.0062571963987101305 0.032067509292392063 0.0039749113071346816 0.00027047388384893509 0.00168897596512122 -0.0018218599233805436 0.032968985758445882 -0.003626231374241277 -0.002417438573126816 0.001536627530185359 -0.0086681532955756695 0.0064479317253276908 0.058871709044884757 -0.0057395459374501596 0.025195086688141934 0.030710799442604186 0.0045314102079414857 0.01120615844120873 -0.00090201456146560928 -0.0074724019929657097 leaf_weight=1290981 3619 291 42 53 2049 495 1354 1488 8081 100 601 32 59 488 1850 1400 27 3265 2507 6648 33 365 27 21 22 20 1845 218 2199 153 leaf_count=1290981 3619 291 42 53 2049 495 1354 1488 8081 100 601 32 59 488 1850 1400 27 3265 2507 6648 33 365 27 21 22 20 1845 218 2199 153 internal_value=-1.58003e-05 -0.000719282 0.00170677 0.00133919 0.00174748 -0.00109249 -0.000586454 -0.000200613 7.3057e-05 0.000594025 -0.00359372 0.00478718 0.0138536 -6.0078e-06 -0.00116063 0.00132189 0.00570998 -0.0019433 -0.000672295 2.88214e-06 0.0108643 0.00964131 0.0191176 0.0293057 0.0437516 0.0120411 -4.98908e-06 0.00173875 0.001247 0.0036122 internal_weight=1.33033e+06 18264 2435 2393 2340 15829 12210 10856 10361 8873 792 191 91 1.31207e+06 10025 2403 1003 7622 4357 1.30204e+06 515 488 123 90 49 41 1.2954e+06 4415 4197 1998 internal_count=1330333 18264 2435 2393 2340 15829 12210 10856 10361 8873 792 191 91 1312069 10025 2403 1003 7622 4357 1302044 515 488 123 90 49 41 1295396 4415 4197 1998 cat_boundaries=0 1 2 cat_threshold=1040 5683 is_linear=0 shrinkage=0.05 Tree=743 num_leaves=31 num_cat=1 split_feature=60 39 30 127 29 65 112 0 12 95 52 59 1 68 78 106 36 72 56 17 64 135 108 136 7 34 4 35 104 21 split_gain=3.41205 6.59501 7.78819 9.23396 14.8727 6.66489 10.0716 6.0545 5.59143 7.29547 5.31667 7.45468 4.89607 6.60238 4.8556 6.17183 4.70179 4.60566 9.5053 14.5137 10.1127 9.59123 8.92882 12.5427 10.0129 9.42543 8.93691 10.8707 8.63213 9.2031 threshold=0.91076037287712108 14.150000095367433 1012.7500000000001 -0.97988739609718312 1016.6499938964845 50.715000152587898 -0.91702514886856068 12.500000000000002 3.1149998903274541 -0.65583375096321095 75.854999542236342 308.28125000000006 78.500000000000014 281.95771789550787 30.914999961853031 -0.97609287500381459 11.550000190734865 0.8544757366180421 257.52268981933599 10.405000209808351 32.475000381469734 1016.4500122070314 0.52486705780029308 0 3.5499999523162846 15.449999809265138 6.8500001430511483 12.34999990463257 -0.97122851014137257 8.7150001525878924 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=17 8 -3 4 -4 6 -5 -7 10 -10 -2 12 13 -12 16 -16 -11 -1 21 -20 22 -19 23 -21 28 -26 -24 -28 -25 -30 right_child=1 2 3 5 -6 7 -8 -9 9 14 11 -13 -14 -15 15 -17 -18 18 19 20 -22 -23 26 24 25 -27 27 -29 29 -31 leaf_value=-3.7973105062699599e-05 -0.00072848057041304242 -0.0046198914440174123 0.056390654484164859 0.0052107268283757878 0.0028729366686414269 -0.0064518021442359552 -0.0034237961809742701 0.014978859876282514 0.022251521718110248 -0.0070213294733548542 0.038382524345070126 0.035410592835396527 -0.00054114788102385821 0.0067748641722688548 0.019409256956229609 9.9112337484257305e-05 -0.0026009451998401933 -0.00045527348398112841 0.001802613198364094 -0.00018113388922747962 -0.0003849121564175606 -0.0068482551064676421 -0.0010327330316548455 0.0028547472877831223 0.0035118970574170255 -0.0018733400457653379 -0.00091882950863048703 0.0040410608873431937 0.0018606886051331561 -0.0022011948829302962 leaf_weight=1196812 3305 400 21 724 34 41 633 168 29 732 20 20 212 95 48 300 3376 23066 17535 10172 37663 602 10767 3143 9444 889 2144 2279 2491 3168 leaf_count=1196812 3305 400 21 724 34 41 633 168 29 732 20 20 212 95 48 300 3376 23066 17535 10172 37663 602 10767 3143 9444 889 2144 2279 2491 3168 internal_value=-1.50138e-05 -0.000927885 0.00162848 0.00317033 0.023307 0.00246311 0.00118298 0.0107748 -0.00156281 -0.00274554 -0.000110317 0.00577738 0.00396495 0.0122718 -0.00290822 0.00276258 -0.00338861 -7.98977e-06 0.000282895 0.000496743 0.000218037 -0.00061788 0.000728384 0.0012383 0.0019919 0.00304858 -0.00025542 0.00163681 0.000753699 -0.00041322 internal_weight=1.33033e+06 10158 2021 1621 55 1566 1357 209 8137 4485 3652 347 327 115 4456 348 4108 1.32018e+06 123363 99695 82160 23668 44497 29307 19135 10333 15190 4423 8802 5659 internal_count=1330333 10158 2021 1621 55 1566 1357 209 8137 4485 3652 347 327 115 4456 348 4108 1320175 123363 99695 82160 23668 44497 29307 19135 10333 15190 4423 8802 5659 cat_boundaries=0 1 cat_threshold=2114 is_linear=0 shrinkage=0.05 Tree=744 num_leaves=31 num_cat=4 split_feature=14 12 20 13 136 116 136 104 54 11 22 28 127 86 124 12 6 124 16 35 113 28 23 109 136 86 28 28 136 12 split_gain=3.46482 16.0357 22.1007 16.1321 14.9915 13.8565 14.2157 12.0186 17.055 11.5619 11.3509 12.5309 28.0716 16.4824 11.3126 11.3109 11.2985 10.8744 10.6541 10.1892 15.0307 9.91757 17.3948 9.84307 12.8387 11.9603 9.79595 17.1152 12.4123 22.5545 threshold=1.7749999761581423 1.735000014305115 5.7550001144409189 2.8950001001358037 0 -0.026175950653851029 1 -0.88545760512351979 3.435000061988831 15.34999990463257 5.7750000953674325 1019.5499877929689 0.14780378341674807 0.79753795266151439 -0.47714059054851526 2.2649999856948857 9.5500001907348651 -0.68832838535308827 15.405000209808351 7.1499998569488534 -0.67556449770927418 1032.4500122070315 7.805000066757203 0.040853437036275871 2 0.80946648120880138 1.0000000180025095e-35 1008.2500000000001 3 0.9350000023841859 decision_type=2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 left_child=1 21 4 5 14 -4 9 8 -6 10 11 -7 13 17 15 19 -16 -13 -5 20 -3 26 -23 24 25 -9 -1 28 29 -28 right_child=-2 2 3 18 7 6 -8 23 -10 -11 -12 12 -14 -15 16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00087653548238433301 -9.5530625436621793e-05 0.0028737084688157969 -0.00046457197003286257 -0.020565999003539559 0.026258148869203631 0.0040636634401185262 0.00078914802187662284 -0.0060888466427209955 -0.0042615521900006576 0.039732328882174837 0.0021665432935431841 0.017218801844865083 0.0065306311890824566 0.00049702586978673938 -0.00360208973392838 -0.010094406173881541 0.000572466451177696 0.058603226566654558 0.012926967377806532 0.0028337421054239207 0.03644906711842244 -0.0017916204718149906 0.030923107452690602 0.00082475918002074483 -0.016371716473311669 0.0080955722933867946 0.041747239369737066 -5.0910418779498011e-06 0.0015798244750265624 0.0059529304260345891 leaf_weight=31771 660439 75 8247 131 107 2479 19327 458 80 21 19028 22 376 25 6633 141 2145 57 29 724 60 95 71 11109 176 220 46 559259 5965 1017 leaf_count=31771 660439 75 8247 131 107 2479 19327 458 80 21 19028 22 376 25 6633 141 2145 57 29 724 60 95 71 11109 176 220 46 559259 5965 1017 internal_value=-1.42632e-05 6.58572e-05 0.00077262 0.00135558 -0.00054979 0.00140674 0.00178009 0.000623202 0.0132016 0.00264876 0.00261454 0.00549542 0.0128899 0.035881 -0.00200592 0.00303079 -0.00258199 0.0470785 -0.0144954 0.00518522 0.0177961 -1.88162e-05 0.0122008 0.000427104 -0.00474567 -0.00146463 -2.2208e-05 2.57233e-05 0.0024778 0.00743197 internal_weight=1.33033e+06 669894 71670 49742 21928 49582 41335 12150 187 22008 21987 2959 480 104 9778 1000 8778 79 160 859 135 598224 166 11963 854 678 598058 566287 7028 1063 internal_count=1330333 669894 71670 49742 21928 49582 41335 12150 187 22008 21987 2959 480 104 9778 1000 8778 79 160 859 135 598224 166 11963 854 678 598058 566287 7028 1063 cat_boundaries=0 1 2 3 4 cat_threshold=2276 4639 786 1357 is_linear=0 shrinkage=0.05 Tree=745 num_leaves=31 num_cat=2 split_feature=28 36 136 12 107 90 40 2 116 23 127 136 55 64 0 6 13 113 12 28 27 23 121 43 39 0 12 36 13 106 split_gain=4.76282 11.5575 20.0597 18.3459 21.1853 20.1464 15.7102 22.4494 18.9585 15.6351 15.4847 15.5567 16.6313 22.7375 19.8254 19.6077 17.5759 17.0357 15.2319 22.8392 34.5741 20.4384 19.2203 17.9978 27.9294 15.9882 15.1406 22.9566 22.1687 19.8517 threshold=1010.4500122070314 11.750000000000002 0 2.5949999094009404 -0.94497302174568165 -0.96684235334396351 6.2500000000000009 164.50000000000003 0.19936034083366397 7.5850000381469735 -0.13052122294902799 1 16.525000572204593 12.47499990463257 309.50000000000006 6.6499998569488534 2.435000061988831 -0.81408452987670887 4.2850000858306894 1000.4500122070314 209.50000000000003 7.6050000190734872 0.63605400919914257 7.1499998569488534 12.949999809265138 232.50000000000003 4.3450000286102304 11.250000000000002 3.4050000905990605 -0.25357969105243677 decision_type=2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 18 4 -1 -5 -7 -8 26 -10 11 12 13 -6 15 -15 17 -17 19 20 -3 25 23 -22 -25 -20 27 28 29 -9 right_child=-2 2 -4 5 10 6 7 8 9 -11 -12 -13 -14 14 -16 16 -18 -19 21 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0082419691241522614 -3.5841519007009825e-05 -0.0050060037272232245 0.00029589460530625629 0.0017966088887937449 0.0042413977001447235 -0.0017542941930484149 -0.013269070269396261 -0.015878486034700708 -0.0035051772794970136 -0.016378593319481341 -0.00071401095206095856 -0.0023905723004820456 -0.0076588212098976432 0.0011158073826433644 0.058065702925835343 0.052986743455486644 0.0083637437466754921 0.013816967407278162 -0.0049369934356689234 0.003311544096144774 0.016007280389717576 0.0023940498067075802 0.0093965049675285919 0.086560434916693921 0.028344519239746863 -0.027394010358206607 0.013665406379981055 -0.013367165952981652 -0.0088795753760444653 0.028682301700378717 leaf_weight=865 1149542 114 142282 3238 1752 11035 764 31 853 326 11008 900 223 158 28 70 94 46 255 5576 46 766 76 38 45 115 234 230 113 129 leaf_count=865 1149542 114 142282 3238 1752 11035 764 31 853 326 11008 900 223 158 28 70 94 46 255 5576 46 766 76 38 45 115 234 230 113 129 internal_value=1.73261e-06 0.000239829 0.000424864 -0.000620944 0.000643822 -0.00175075 -0.00258825 -0.00602211 -0.00313241 -0.00706475 0.000183538 0.00320409 0.00531541 0.00668711 0.0175075 0.0144216 0.0244326 0.0374539 0.00303002 0.00405594 0.0170677 -0.00226708 0.0293428 0.0410941 0.0549976 -0.0119169 0.00315828 -0.00172973 0.0080747 0.0200486 internal_weight=1.33095e+06 181410 149313 32097 15144 16953 13715 2680 1916 1179 14279 3271 2371 2148 396 368 210 116 7031 5895 319 1136 205 129 83 370 737 503 273 160 internal_count=1330952 181410 149313 32097 15144 16953 13715 2680 1916 1179 14279 3271 2371 2148 396 368 210 116 7031 5895 319 1136 205 129 83 370 737 503 273 160 cat_boundaries=0 1 2 cat_threshold=12 148 is_linear=0 shrinkage=0.05 Tree=746 num_leaves=31 num_cat=3 split_feature=28 31 17 37 64 80 95 87 136 11 126 39 136 14 136 13 28 87 28 13 77 15 39 36 28 67 111 53 31 52 split_gain=4.29825 12.1892 18.9935 12.7138 14.2783 17.7692 21.3523 14.9228 13.7668 14.6781 13.1731 12.3647 12.2238 11.1455 11.7281 13.5878 11.1431 11.0474 10.7337 18.9174 21.459 16.8079 29.9741 27.0962 22.023 11.7607 24.4305 41.8996 12.5097 12.2198 threshold=1010.4500122070314 1009.6499938964845 9.5450000762939471 18.650000572204593 18.195000648498539 297.87854003906256 0.66609206795692455 0.82474324107170116 0 16.050000190734867 0.94260558485984813 16.550000190734867 1 1.685000002384186 2 2.435000061988831 997.54998779296886 0.88426503539085399 1008.6499938964845 3.1350001096725468 7.8150000572204599 2.5649999380111699 14.250000000000002 14.550000190734865 1004.1499938964845 19.224999427795414 -0.55290725827217091 5.4949998855590829 1014.4500122070314 13.715000152587892 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 10 6 7 13 9 11 16 -7 -12 -6 15 -15 -4 -13 19 20 21 -18 24 -24 -23 -20 27 -27 29 -28 right_child=-2 2 3 -5 5 8 -8 -9 -10 -11 12 17 -14 14 -16 -17 18 -19 25 -21 -22 22 23 -25 -26 26 28 -29 -30 -31 leaf_value=-1.0635177702749926e-05 -3.4049442730172441e-05 -0.00019389949047003729 -0.0041071116566103478 -0.00097725427554620184 -0.02198344467010779 0.0045911725985871288 -0.016349910844795975 -0.0069905234437928829 -0.00061343751107004565 0.027978776163508884 -0.014031948392096927 0.012465254140835514 0.00040839720967997489 0.025948295177394439 -0.00048898305121945632 0.0044695276965773323 0.008372271439669645 0.058375333938747644 0.0023759527000539234 0.00027835572499654895 0.00032624724101814061 0.050746571677071708 0.089827613808490622 0.020784652394553026 0.0083133237935267851 0.08086600827593958 0.0046498486556366481 0.0025362060748432814 -0.012142068393295631 0.025385881511754887 leaf_weight=135529 1149542 20617 482 3433 52 1067 244 789 1044 80 189 38 562 88 1855 451 2046 20 10046 1160 741 35 27 30 242 31 301 38 80 93 leaf_count=135529 1149542 20617 482 3433 52 1067 244 789 1044 80 189 38 562 88 1855 451 2046 20 10046 1160 741 35 27 30 242 31 301 38 80 93 internal_value=1.6452e-06 0.000227832 0.000932245 0.00185125 0.00229604 0.000152046 -0.00208703 -0.00101125 0.0036157 0.00722491 0.00305868 0.0058133 -0.00340713 0.000917463 0.00141489 0.00783098 0.00337498 0.0282963 0.00361751 0.00573024 0.00775657 0.01007 0.0204696 0.0534892 0.0136749 0.00276336 0.00993066 0.0377279 0.00588423 0.00954439 internal_weight=1.33095e+06 181410 45881 25264 21831 5728 3479 3235 2249 1205 16103 1125 751 2446 2394 539 15352 58 14870 4281 3121 2380 334 57 277 10589 543 69 474 394 internal_count=1330952 181410 45881 25264 21831 5728 3479 3235 2249 1205 16103 1125 751 2446 2394 539 15352 58 14870 4281 3121 2380 334 57 277 10589 543 69 474 394 cat_boundaries=0 1 2 3 cat_threshold=643 16 5140 is_linear=0 shrinkage=0.05 Tree=747 num_leaves=31 num_cat=0 split_feature=80 113 130 29 38 35 28 12 30 65 52 21 108 4 16 65 108 123 35 122 30 31 8 92 71 84 62 60 94 43 split_gain=4.23637 11.7365 6.66428 9.17906 7.98117 14.8881 11.5103 11.5042 9.32107 9.84611 9.54416 8.967 10.6659 9.75756 9.56683 10.8251 15.7174 8.44724 7.96572 9.50383 12.1135 10.2221 9.75906 10.7619 9.56959 7.83298 8.63882 7.50966 7.49031 8.85828 threshold=316.46762084960943 -0.8338540494441985 334.50000000000006 1010.7500000000001 11.84999990463257 12.34999990463257 1013.6499938964845 4.2349998950958261 1015.5499877929689 71.630001068115249 14.805000305175783 6.4149999618530282 0.91108956933021557 2.5499999523162846 5.4100000858306894 13.045000076293947 0.8453882932662965 -0.25037047266960138 10.949999809265138 -0.39873388409614557 1023.5499877929689 1025.1499633789065 16.94999980926514 -0.67445534467697132 311.66586303710943 0.88870045542716991 0.66899818181991588 0.70929503440856945 0.062098797410726554 7.7500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 27 18 6 7 -6 -7 11 -11 13 25 14 17 -16 -17 -10 -5 20 22 -22 -20 -24 -25 -13 -27 -3 -8 -30 right_child=1 2 -4 4 5 8 28 -9 9 10 -12 12 -14 -15 15 16 -18 -19 19 -21 21 -23 23 24 -26 26 -28 -29 29 -31 leaf_value=2.8889946715640229e-05 -0.0014224666913890596 -0.0020233603585115378 0.002551926956810177 -6.5285043153918138e-05 0.0011186249504931015 -0.00056348226990551853 -0.0003854556482254921 0.019354800782773809 0.049408789686858662 0.02476880614401307 0.0049282862835591723 -0.00057473137030436582 -0.0061245957544278206 0.0010029626436504728 0.0029090088263782183 0.0081683930908635696 0.044894389586674202 0.01256327938022358 -0.0011908191354070862 0.002834480698183638 0.027754728058615414 -0.0027056051459577353 0.033858678800364334 0.010516504225788559 -0.0041895066939711496 0.00032404898062333396 0.0078821917686617404 0.0028796010531528279 -0.0035882097592355813 0.0063996051764522392 leaf_weight=1216722 19049 8805 2376 13416 1442 23425 3177 92 20 75 316 7604 746 9581 1773 137 37 70 4216 7339 71 45 33 261 192 964 622 857 7260 229 leaf_count=1216722 19049 8805 2376 13416 1442 23425 3177 92 20 75 316 7604 746 9581 1773 137 37 70 4216 7339 71 45 33 261 192 964 622 857 7260 229 internal_value=1.5574e-06 -0.000289575 -6.28449e-05 -0.000129788 3.9725e-05 -0.000286775 -0.00183736 0.00221232 0.000130177 0.000870619 0.00873401 0.000727973 -0.000374809 0.0016711 0.00481367 0.00407696 0.0159779 0.0207512 0.000774742 0.00170176 -2.36408e-05 0.0159382 -0.000417426 0.00629168 0.00428349 9.19314e-05 0.00328821 -0.00158848 -0.00241979 -0.0032828 internal_weight=1.33095e+06 114230 95181 92805 83143 57570 12200 1534 45370 21945 391 21554 9936 11618 2037 1947 174 90 25573 12157 4818 116 4702 486 453 9190 1586 9662 10666 7489 internal_count=1330952 114230 95181 92805 83143 57570 12200 1534 45370 21945 391 21554 9936 11618 2037 1947 174 90 25573 12157 4818 116 4702 486 453 9190 1586 9662 10666 7489 is_linear=0 shrinkage=0.05 Tree=748 num_leaves=31 num_cat=1 split_feature=28 31 18 80 111 12 67 0 38 136 52 2 96 31 37 28 28 99 3 19 42 43 55 86 30 118 81 7 11 119 split_gain=3.92693 11.0663 17.5215 12.8378 13.7349 16.8822 21.84 42.0719 13.8654 18.6299 17.1109 15.1638 12.7531 12.5742 12.1285 11.5397 19.3179 25.7838 24.5245 23.1606 19.524 14.9925 13.8795 10.7567 10.5414 14.2065 13.2992 12.3659 12.2693 10.7551 threshold=1010.4500122070314 1009.6499938964845 9.5450000762939471 326.15080261230474 0.057872572913765914 2.1550000905990605 19.775000572204593 293.50000000000006 13.250000000000002 0 6.2149999141693124 155.50000000000003 -0.99865022301673878 1013.4500122070314 18.650000572204593 997.54998779296886 1006.0499877929689 -0.92804309725761402 268.50000000000006 14.550000190734865 5.8500001430511483 9.0500001907348651 10.684999942779543 0.84711521863937389 1009.3500061035157 -0.47714059054851526 198.72537994384768 11.250000000000002 19.250000000000004 0.11319890245795251 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 24 4 5 6 -4 12 11 13 -11 -7 -8 -10 15 -6 17 19 -19 22 -20 -22 -17 -13 28 26 29 -28 -3 -26 right_child=-2 2 3 -5 14 8 7 -9 9 10 -12 23 -14 -15 -16 16 -18 18 20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-9.5414077250300373e-06 -3.2638456084696812e-05 -0.0024201590799034327 0.0012687325346137906 -0.0083865774658370713 -0.00430504763867699 -0.0099652381763335549 0.044340941400944515 0.070661875049700035 0.010228936249698182 -0.019248549557856418 0.0017637803959258129 0.0006030547993275641 0.0037993041907079385 0.042779664807499222 -0.00065206314314289482 0.017147178370505573 0.0028088053986170041 0.0023687250287229697 0.0090622318737208843 0.00087504043134258079 0.055925882871855397 0.01442135021659649 0.067207318411933045 -0.012825210909591989 0.00045995112417773109 -4.6352745775960592e-05 0.011040716727560792 0.042111546603532946 0.020511109735501017 0.011614278817269542 leaf_weight=135529 1149542 5149 2771 309 524 910 22 32 124 112 718 1009 164 39 2626 20 15498 631 125 34 55 36 45 175 894 13297 179 39 59 285 leaf_count=135529 1149542 5149 2771 309 524 910 22 32 124 112 718 1009 164 39 2626 20 15498 631 125 34 55 36 45 175 894 13297 179 39 59 285 internal_value=1.47953e-06 0.000217675 0.000888856 0.00174407 0.00186602 -0.000210915 0.00246752 0.0177054 -0.00280432 0.00206178 -0.00105886 -0.00511189 0.00859455 0.0169757 0.00251007 0.00299944 0.00323221 0.0101687 0.00734656 0.0343134 0.0218883 0.0395065 0.0518042 -0.0013817 -0.000227499 0.000457571 0.00525405 0.0165993 -0.00216038 0.00315629 internal_weight=1.33095e+06 181410 45881 25979 25670 6076 2989 218 3087 993 830 2094 186 163 19594 16968 16444 946 847 99 216 91 65 1184 19902 14694 1397 218 5208 1179 internal_count=1330952 181410 45881 25979 25670 6076 2989 218 3087 993 830 2094 186 163 19594 16968 16444 946 847 99 216 91 65 1184 19902 14694 1397 218 5208 1179 cat_boundaries=0 1 cat_threshold=144 is_linear=0 shrinkage=0.05 Tree=749 num_leaves=31 num_cat=3 split_feature=80 112 5 20 30 76 136 119 79 8 65 86 120 76 11 36 22 53 7 55 136 36 31 20 67 39 67 67 53 136 split_gain=3.76018 12.3423 7.20455 12.3861 17.1598 12.8453 10.8988 14.9579 13.3914 16.5105 12.1403 12.1362 11.0537 10.2766 10.247 9.63311 9.81813 9.49662 8.83381 8.70535 8.69703 9.34259 9.60551 8.53169 10.4157 8.10482 13.2601 8.41596 7.75125 10.3969 threshold=316.46762084960943 -0.88697704672813404 2.3500000238418584 6.7149999141693124 1015.4500122070314 4.4549999237060556 0 0.8140845298767091 10.25500011444092 9.6500000953674334 3.495000004768372 0.82305243611335765 -0.44618082046508784 36.614999771118171 13.550000190734865 9.9499998092651385 5.1150000095367441 14.385000228881838 4.2500000000000009 15.815000057220461 1 9.6500000953674334 1011.6499938964845 7.0150001049041757 14.704999923706056 8.7500000000000018 2.1350001096725468 49.555000305175788 12.394999980926515 2 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 left_child=-1 -2 3 4 20 -6 8 10 9 15 -8 13 23 17 -9 -4 18 -11 -17 -19 -3 22 -22 24 -12 26 -10 -28 29 -7 right_child=1 2 6 -5 5 28 7 14 25 11 12 -13 -14 -15 -16 16 -18 19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=2.7156179206301158e-05 -0.0017098144451196341 -0.0020391308535618962 0.014297521425382667 -0.00068873978368598878 -0.0031221894441752131 0.008217754768021 -0.0023663019505676254 -0.0003241965056483561 0.047691322964700786 0.0096449713535833193 0.00066752541913112778 0.0033452937597411437 -0.0015537231889301516 -0.012781414775443929 0.0024116377331364243 0.021760658424310172 -1.1571044877088402e-05 0.043590053611594008 0.0042520100167071171 0.016348376706947835 -0.01621876808870306 0.0031180166923564538 0.0021440397982204515 0.0020532217740405513 -0.0027375681784265371 -0.00030167832839443512 -0.0021899476793246818 0.033241574821018041 0.012308919629658809 0.0026104930576503174 leaf_weight=1216722 13215 2551 131 7462 527 1251 13555 8865 22 537 6797 1511 14380 42 5575 87 5576 41 419 103 134 2321 152 5075 3354 17593 83 21 348 2502 leaf_count=1216722 13215 2551 131 7462 527 1251 13555 8865 22 537 6797 1511 14380 42 5575 87 5576 41 419 103 134 2321 152 5075 3354 17593 83 21 348 2502 internal_value=1.40556e-06 -0.000272877 -8.48943e-05 0.000845673 0.00201569 0.00422607 -0.000276502 -0.000660836 0.000569593 0.00220807 -0.001127 0.00589451 -0.000559585 0.0112221 0.000732055 0.000882541 0.000593596 0.0127025 0.00726239 0.0241047 3.24315e-05 0.00205942 -0.00645951 0.000379316 -0.000457554 -0.000211181 0.0124247 0.00496449 0.00517036 0.00450843 internal_weight=1.33095e+06 114230 101015 17248 9786 4628 83767 57601 26166 8447 43161 2234 29606 723 14440 6213 6082 681 506 144 5158 2607 286 15226 10151 17719 126 104 4101 3753 internal_count=1330952 114230 101015 17248 9786 4628 83767 57601 26166 8447 43161 2234 29606 723 14440 6213 6082 681 506 144 5158 2607 286 15226 10151 17719 126 104 4101 3753 cat_boundaries=0 1 2 3 cat_threshold=1044 277 128 is_linear=0 shrinkage=0.05 Tree=750 num_leaves=31 num_cat=2 split_feature=12 21 0 20 30 35 27 120 43 136 123 35 6 119 136 83 15 63 121 104 14 31 68 75 34 37 83 117 37 28 split_gain=3.98526 9.88766 7.10342 9.54036 8.46819 9.32673 10.0129 8.09578 6.91034 6.03283 8.06951 7.18903 5.78679 5.74845 5.3795 5.28722 6.50517 7.24079 5.08238 5.02164 4.78212 5.61359 4.74718 4.67126 4.85336 4.40952 4.30746 4.23146 4.15405 3.94782 threshold=6.0650000572204599 7.7550001144409189 175.50000000000003 10.574999809265138 1017.7500000000001 12.84999990463257 287.50000000000006 -0.8338540494441985 7.3500001430511483 0 -0.62249094247817982 11.650000095367433 15.250000000000002 -0.95368063449859608 1 284.77751159667974 3.7250000238418584 0.8141823709011079 -0.13052122294902799 -0.98289638757705677 5.1050000190734872 1014.8500061035157 281.95771789550787 0.76996764540672313 5.9500000476837167 12.550000190734865 281.15339660644537 0.23343648016452792 11.250000000000002 1008.8500061035157 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 12 9 7 5 15 -7 -4 14 10 27 -12 -2 -11 -9 16 -5 -18 -15 -13 -20 -22 -19 25 -25 -16 -6 -3 -10 -1 right_child=1 2 3 4 26 6 -8 8 28 13 11 19 -14 18 23 -17 17 22 20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00026957682476609694 -0.045667120497673755 0.022523249608154099 -0.018662223498132537 -0.018591566264972485 -0.0027110578070031637 0.024251117576988272 -0.0001681639918036038 -0.0075784572517456671 0.003442673459649086 0.010168736049187527 -0.014775478509667983 0.018111837603857799 -0.008506133085624739 0.0039017801971307827 0.0077824142358552386 0.024268894304091543 0.0082351410746217251 0.0030157527377429817 -0.0052629302949127226 -0.0029068840015543042 -0.01752940582275829 -0.04156831329797997 -0.022671580810187941 0.015494287998548576 -0.0056081734706999783 0.03290094853866668 -0.027804720625281332 -0.0051175422221422205 -0.023370934324339034 -1.6652335922145199e-05 leaf_weight=133974 20 45 82 38 118 130 62 121 20 24 131 31 22 28 104 26 206 35 45 341 85 34 37 35 123 21 20 20 52 1194948 leaf_count=133974 20 45 82 38 118 130 62 121 20 24 131 31 22 28 104 26 206 35 45 341 85 34 37 35 123 21 20 20 52 1194948 internal_value=8.80048e-06 -0.00219084 -0.00169011 0.000680605 0.00469326 0.00754658 0.0163657 -0.00415185 -0.00165216 -0.00540947 -0.00251587 -0.00470252 -0.0262018 -0.0123312 0.000891109 0.00259548 0.000812223 0.00346454 -0.015786 -0.00115532 -0.0191473 -0.0243977 -0.0101847 0.00461702 -0.000933578 0.0120023 -0.00634782 0.0140184 -0.0159227 1.22036e-05 internal_weight=1.33098e+06 2056 2014 1230 672 534 192 558 476 784 568 503 42 216 404 342 316 278 192 372 164 119 72 283 158 125 138 65 72 1.32892e+06 internal_count=1330978 2056 2014 1230 672 534 192 558 476 784 568 503 42 216 404 342 316 278 192 372 164 119 72 283 158 125 138 65 72 1328922 cat_boundaries=0 1 2 cat_threshold=905 1031 is_linear=0 shrinkage=0.05 Tree=751 num_leaves=31 num_cat=2 split_feature=31 112 136 41 14 111 37 84 23 4 13 126 31 30 52 13 76 88 99 136 118 10 35 34 8 123 18 12 18 114 split_gain=3.71584 11.6707 11.0881 16.714 34.3693 30.1242 15.5768 40.2616 14.7545 16.5873 26.8956 14.4618 13.3958 19.3943 18.2894 14.087 13.1341 12.4636 11.9314 10.7963 10.6343 12.3298 10.1416 11.2768 11.0811 9.5807 9.54162 11.6703 9.32338 19.0748 threshold=1023.2500000000001 -0.98321744799613942 0 6.1499998569488534 2.6450001001358037 0.154871441423893 13.650000095367433 0.84200039505958568 9.3450002670288104 9.9499998092651385 1.6349999904632571 -0.99535831809043873 1026.350036621094 1024.2500000000002 17.445000648498539 1.0649999976158144 37.504999160766609 -0.56846824288368214 -0.90433600544929493 1 0.82409480214118969 13.750000000000002 13.750000000000002 13.34999990463257 11.550000190734865 0.0087262028828263907 14.550000190734865 1.3049999475479128 10.405000209808351 -0.90255093574523915 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=-1 26 3 16 5 -5 8 19 9 12 -11 17 20 -14 15 -15 25 -6 -10 -8 21 -7 24 -24 -13 -3 27 -2 29 -17 right_child=1 2 -4 4 11 6 7 -9 18 10 -12 22 13 14 -16 28 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.5090125371939221e-05 -0.00036584380820483831 0.00054361353364883321 -0.00051259057455314524 -0.010138190271049244 -0.006806085854768754 0.0044766795945722984 -0.0049019033676424338 0.070202522436156864 -0.0080103136924429778 0.060300383891444653 0.012467439220765503 -0.00063947334543618345 0.050720364409498876 0.035961643681315929 0.054559218273921455 0.05212220569024794 0.0069815898447326058 0.042937089995864562 0.021508610909373341 0.0080080850324678546 -0.005617214514968244 0.043920428140554579 0.043417345696971532 0.005029860392732676 -0.0074659592824937882 -0.0015368965339563135 -0.00020542236185859682 0.0030060116625855761 0.0023782495744988398 0.0088967945191489092 leaf_weight=1233789 3450 17473 42567 298 20 2114 616 20 39 32 360 2459 30 43 22 30 669 34 280 209 274 20 21 215 784 8098 6378 10017 446 171 leaf_count=1233789 3450 17473 42567 298 20 2114 616 20 39 32 360 2459 30 43 22 30 669 34 280 209 274 20 21 215 784 8098 6378 10017 446 171 internal_value=8.35761e-06 0.000306021 2.84826e-05 0.000690704 0.00261264 0.00527836 0.00625459 0.000105597 0.00760033 0.00667275 0.0163722 -0.00116299 0.00546571 0.0113396 0.0096803 0.00824937 6.56804e-05 0.0245137 0.0178997 -0.00159372 0.00365573 0.00484635 -0.00156154 0.0084457 -0.00228979 -0.000115257 0.0013877 0.0021422 0.0064076 0.0153483 internal_weight=1.33098e+06 97189 77344 34777 8537 5004 4706 845 3861 3542 392 3533 3150 742 712 690 26240 54 319 825 2408 2134 3479 236 3243 25571 19845 13467 647 201 internal_count=1330978 97189 77344 34777 8537 5004 4706 845 3861 3542 392 3533 3150 742 712 690 26240 54 319 825 2408 2134 3479 236 3243 25571 19845 13467 647 201 cat_boundaries=0 1 2 cat_threshold=787 784 is_linear=0 shrinkage=0.05 Tree=752 num_leaves=31 num_cat=2 split_feature=65 66 32 39 81 39 115 36 28 79 121 72 2 103 15 30 2 68 71 136 120 120 70 33 136 35 16 55 17 20 split_gain=3.69311 11.2675 9.65574 12.4822 19.6733 12.6957 12.4049 16.0043 21.7239 15.6976 24.4171 17.7547 14.4365 13.6901 10.9129 10.823 10.3142 9.28971 16.5825 13.8728 14.9835 13.0805 13.0125 12.8781 11.4877 11.1509 11.1295 17.4979 11.7009 12.6422 threshold=22.195000648498539 9.0650000572204608 8.1500000953674334 14.750000000000002 258.03526306152349 13.34999990463257 -0.98624804615974415 10.84999990463257 1019.4500122070314 12.805000305175783 -0.67556449770927418 0.84708979725837719 295.50000000000006 -0.73985111713409413 4.6349999904632577 1015.9500122070314 115.50000000000001 279.49552917480474 294.12422180175787 0 -0.72534674406051625 -0.026175950653851029 257.20031738281256 10.34999990463257 1 9.3499999046325701 13.344999790191652 28.585000038146976 14.550000190734865 10.894999980926515 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 left_child=-1 -2 3 5 -5 6 15 13 9 10 12 -11 -9 -8 -15 -3 -7 19 23 20 22 24 -4 -19 -21 -20 27 -25 29 -29 right_child=1 2 17 4 -6 16 7 8 -10 11 -12 -13 -14 14 -16 -17 -18 18 25 21 -22 -23 -24 26 -26 -27 -28 28 -30 -31 leaf_value=3.6769300410635441e-05 -0.0030846438029029045 -0.0093530994275366087 -0.010660956333064147 0.054908743292093276 0.0078372204156590738 -0.014292042997535752 0.038290174677968025 0.028688659211288076 -0.00035087083122184665 0.014832165573114673 0.011339287844605198 0.0026810014916717395 0.074384849250316618 0.0013486978964840019 -0.0080084511759269568 0.0019043883596645981 -0.0013996274260331331 0.00076926384986450848 -0.0028649623057118304 0.001522863271342401 0.0016908570725089314 0.001123592184261876 0.011310751795977483 -0.0013924866204161942 -0.002331402524168886 0.00011043272590568939 -0.00056870014656700333 -0.0053898833736062924 0.0032252372061551808 0.023540173077000015 leaf_weight=1188577 3381 413 74 25 198 172 24 56 911 455 259 886 25 3054 347 442 1582 5854 3309 2649 2800 13351 754 11402 7103 65085 11265 6046 441 38 leaf_count=1188577 3381 413 74 25 198 172 24 56 911 455 259 886 25 3054 347 442 1582 5854 3309 2649 2800 13351 754 11402 7103 65085 11265 6046 441 38 internal_value=7.94071e-06 -0.000232683 -0.000163322 0.00143489 0.0131143 0.00113295 0.00210205 0.00290284 0.00586706 0.0092368 0.0188325 0.00680388 0.0427924 0.000659549 0.000393999 -0.00353344 -0.00266388 -0.000271968 -0.000486691 0.000558935 0.00342875 0.000106741 0.0093471 -0.00137107 -0.00128527 -3.35212e-05 -0.00180028 -0.00257419 -0.00463914 -0.00520919 internal_weight=1.33098e+06 142401 139020 8849 223 8626 6872 6017 2592 1681 340 1341 81 3425 3401 855 1754 130171 103440 26731 3628 23103 828 35046 9752 68394 29192 17927 6525 6084 internal_count=1330978 142401 139020 8849 223 8626 6872 6017 2592 1681 340 1341 81 3425 3401 855 1754 130171 103440 26731 3628 23103 828 35046 9752 68394 29192 17927 6525 6084 cat_boundaries=0 1 2 cat_threshold=4099 1088 is_linear=0 shrinkage=0.05 Tree=753 num_leaves=31 num_cat=0 split_feature=12 21 89 41 3 39 5 39 75 30 31 120 121 41 35 124 8 6 20 2 30 20 77 15 21 36 4 32 61 39 split_gain=3.62496 8.8957 6.86104 7.69925 8.29445 7.51817 11.6449 14.1692 7.14244 7.49963 9.03646 6.38337 6.3725 6.09179 5.39263 6.72949 7.04414 5.2034 4.35608 6.3643 4.33683 4.4563 7.16504 4.23495 3.86572 3.86517 4.00651 3.80421 5.89307 5.75716 threshold=6.0650000572204599 7.7550001144409189 -0.99625250697135914 2.1499999761581425 308.50000000000006 13.250000000000002 8.9499998092651385 13.750000000000002 0.73118528723716747 997.54998779296886 1005.9500122070314 0.23343648016452792 -0.98624804615974415 9.0500001907348651 13.550000190734865 0.78257837891578685 12.84999990463257 15.250000000000002 10.055000305175783 244.50000000000003 1020.1499938964845 10.894999980926515 43.875000000000007 4.1949999332427987 10.555000305175783 11.449999809265138 7.1499998569488534 11.84999990463257 0.87833973765373241 12.250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 17 -3 8 5 11 7 -7 9 -4 23 18 -12 -13 15 16 -14 -2 -5 25 21 27 24 -11 -23 -20 -27 28 29 -10 right_child=1 2 3 4 -6 6 -8 -9 20 10 12 13 14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=1.0788987344426011e-05 -0.043323083072900774 -0.015187727683747 -0.011283337871233623 -0.017045606784522532 -0.030705147359350867 0.043997930639852717 -0.013153683969063596 -0.0042561669191666721 -0.0028962574200704695 0.0019932320131920279 0.027243527344294957 -0.032603489160537721 0.0011923626837193212 -0.0075878602136277926 0.013194807342598947 0.011480369947802944 -0.018472253673047511 -0.008085037003779277 0.017691175667370888 -0.012549571621069767 -0.012428824761247431 0.015759762515162312 0.032629160415381192 0.028256971944673831 -0.00033438533188689316 -0.013237990879946772 0.010244420906290031 -0.0088092820084827075 -0.01195034060231729 0.014556862916686529 leaf_weight=1328922 20 89 60 50 33 32 42 29 108 20 28 45 127 53 89 78 71 22 47 69 88 43 20 66 282 34 39 215 73 84 leaf_count=1328922 20 89 60 50 33 32 42 29 108 20 28 45 127 53 89 78 71 22 47 69 88 43 20 66 282 34 39 215 73 84 internal_value=7.54337e-06 -0.00209031 -0.00161536 -0.000987859 -0.00652814 -0.00471486 0.00710728 0.0210575 0.000816928 0.00538098 0.00746837 -0.00832816 0.00425579 -0.0190746 0.00249235 -0.000958808 -0.00585909 -0.0248651 -0.00392165 -0.000449706 -0.00187751 -0.000752041 0.00358248 0.0221491 0.00179499 0.00650772 -0.000692593 -0.00386748 0.000141909 0.00473948 internal_weight=1.33098e+06 2056 2014 1925 473 440 103 61 1452 539 479 337 393 98 365 276 198 42 239 189 913 825 345 86 325 120 73 480 265 192 internal_count=1330978 2056 2014 1925 473 440 103 61 1452 539 479 337 393 98 365 276 198 42 239 189 913 825 345 86 325 120 73 480 265 192 is_linear=0 shrinkage=0.05 Tree=754 num_leaves=31 num_cat=1 split_feature=38 29 32 28 136 30 37 29 107 31 15 36 32 30 64 38 55 31 23 8 127 30 28 42 123 12 20 28 36 32 split_gain=3.60015 13.3133 13.0434 7.79259 17.3412 17.9436 13.3674 16.437 23.6837 17.2874 16.9617 16.7693 13.5433 12.7128 12.3803 13.2671 13.9234 12.4274 11.5546 11.3856 11.0554 10.7516 22.7912 27.2793 17.7887 16.1841 11.2 14.1978 23.0933 14.1262 threshold=19.250000000000004 1014.7500000000001 19.250000000000004 1012.1499938964845 0 1012.4500122070314 11.949999809265138 1009.2500000000001 -0.88827788829803456 997.35000610351574 2.7849999666213994 10.750000000000002 10.34999990463257 1005.3500061035157 84.40000152587892 16.150000572204593 120.24499893188478 1004.7500000000001 11.144999980926515 7.8500001430511483 -0.96359375119209278 1000.4500122070314 997.54998779296886 13.150000095367433 0.66259482502937328 4.6349999904632577 5.4349999427795419 1008.2500000000001 15.750000000000002 12.449999809265138 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 7 8 11 12 -9 -1 -10 19 15 18 17 -17 21 -11 -12 22 -8 24 25 -24 27 28 29 -23 right_child=1 -3 -4 -5 -6 -7 14 10 9 13 20 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 26 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.047283845969608856 -0.00080824892463436367 0.00094150898054166574 -0.002872032726076524 -2.9382739543778878e-05 9.6261062608308436e-05 0.0035568663688736548 -0.0015317872330815755 -0.0028118447804387423 -0.014646125566214325 -0.0051835454015129413 -0.014159011213689463 -0.00010691951552871615 0.03534446206564705 -0.0051589546536049552 -0.010755436840866293 -0.012878652840657666 0.038108772485672189 0.0001699705379747763 0.018016009760628404 -0.022247539047228294 0.0052779071275777722 -0.0054424115467223933 0.031005627654835166 0.076827642719727016 -0.013782189547676287 -0.0092593030102791334 0.0014698080353981605 0.0040739054888655826 0.069586339294910426 0.023671297522352402 leaf_weight=35 44049 14433 3874 1007918 217794 6778 223 1827 20 164 77 40 42 1238 217 185 24 13340 114 242 1466 66 128 20 41 31 15400 1059 20 113 leaf_count=35 44049 14433 3874 1007918 217794 6778 223 1827 20 164 77 40 42 1238 217 185 24 13340 114 242 1466 66 128 20 41 31 15400 1059 20 113 internal_value=7.1662e-06 -0.000376419 2.47952e-05 3.36413e-05 0.000277301 0.00119589 0.00075332 -0.00160525 -0.0054905 -0.00669944 0.00044805 0.0220088 0.0192185 -0.00767688 0.00114546 0.00122941 5.90056e-05 -8.5134e-06 0.00215057 -0.0153547 0.00430795 0.00204481 0.00973268 0.0211508 0.0155831 0.0231552 0.00184036 0.00637651 0.0186301 0.0129366 internal_weight=1.33098e+06 58482 1.2725e+06 1.26862e+06 260704 42910 36132 5151 1781 1706 3370 75 62 1644 30981 30764 13549 13525 17215 406 1543 17101 443 220 200 159 16658 1258 199 179 internal_count=1330978 58482 1272496 1268622 260704 42910 36132 5151 1781 1706 3370 75 62 1644 30981 30764 13549 13525 17215 406 1543 17101 443 220 200 159 16658 1258 199 179 cat_boundaries=0 1 cat_threshold=1066 is_linear=0 shrinkage=0.05 Tree=755 num_leaves=31 num_cat=1 split_feature=39 115 28 28 53 32 35 38 36 42 35 7 13 28 76 15 31 33 100 136 85 35 126 20 23 28 35 120 33 55 split_gain=4.29038 7.04536 6.44621 5.07677 5.05059 5.53103 6.27507 4.86206 19.4599 14.6394 16.4698 21.0672 19.7624 19.2584 13.8458 19.42 19.3945 13.6596 12.7967 12.944 18.1405 17.9521 15.1786 26.7753 16.6661 15.7154 14.2834 16.7163 14.1853 12.8282 threshold=7.6499998569488534 -0.52247866988182057 1020.7500000000001 1022.4500122070314 16.904999732971195 9.3499999046325701 9.8499999046325701 11.550000190734865 11.750000000000002 12.050000190734865 12.050000190734865 4.1499998569488534 3.2150000333786015 1024.4500122070315 9.5749998092651385 2.2649999856948857 1025.2500000000002 12.34999990463257 -0.93892538547515858 0 0.75827297568321239 10.150000095367433 0.0087262028828263612 7.7149999141693124 8.555000305175783 1007.4500122070314 11.250000000000002 0.36648726463317877 9.6500000953674334 18.214999198913578 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 -1 -7 9 -9 10 12 -12 17 -13 -15 16 -16 -2 -14 22 -21 29 26 -24 25 -25 -20 -28 -27 -22 right_child=7 -3 3 -5 -6 6 -8 8 -10 -11 11 13 18 14 15 -17 -18 -19 19 20 21 -23 23 24 -26 28 27 -29 -30 -31 leaf_value=-0.0090570110665877512 0.00039223878974331571 0.0028078941238973251 0.0089023778537312987 -0.0032828010689156355 0.014178526957309055 -0.0059283320166895297 0.0067879071237902482 -0.0010597552994454846 1.039826985353804e-05 -0.003459353570678861 -0.0012731431772227521 0.0019883783291652002 0.011885528306205137 0.0040253151352234303 0.088659160882234578 0.013803073656185738 0.023167350479007628 -0.0021711177485833981 -0.002719608519030216 -0.0057577761332595111 -0.0093070797170598553 0.00067389722095559173 -0.001679066886406944 -0.010755452117560379 0.00043632331857797321 0.0086293870192108869 0.0051760865507530186 -0.0059558747971723246 0.0021013085707340829 -0.0010400308836184633 leaf_weight=700 178426 510 151 197 31 311 141 44296 1036425 2685 5587 19933 192 181 20 129 26 5353 8819 3122 939 4354 6820 149 4020 1944 1279 458 1455 938 leaf_count=700 178426 510 151 197 31 311 141 44296 1036425 2685 5587 19933 192 181 20 129 26 5353 8819 3122 939 4354 6820 149 4020 1944 1279 458 1455 938 internal_value=8.74313e-06 -0.00228193 -0.00397743 0.00200445 -0.0057371 -0.00627302 -0.00196154 1.22648e-05 -3.34646e-05 0.000212488 0.000252869 0.00144559 0.000111471 0.00219425 0.0137211 0.0237493 0.0516421 0.000317575 -0.000986783 -0.00105884 -0.00264408 -0.00108823 -0.000463198 0.000593074 0.00264064 0.00513821 -0.00190335 0.00224089 0.00583493 -0.00517576 internal_weight=1.32959e+06 2041 1531 348 1183 1152 452 1.32755e+06 1.08072e+06 246829 244144 25876 218268 20289 356 175 46 183779 34489 34297 9353 6231 24944 14388 7568 3548 10556 1737 3399 1877 internal_count=1329591 2041 1531 348 1183 1152 452 1327550 1080721 246829 244144 25876 218268 20289 356 175 46 183779 34489 34297 9353 6231 24944 14388 7568 3548 10556 1737 3399 1877 cat_boundaries=0 1 cat_threshold=4252 is_linear=0 shrinkage=0.05 Tree=756 num_leaves=31 num_cat=1 split_feature=12 36 132 41 24 102 39 42 0 136 74 35 2 124 31 35 38 43 35 39 125 124 6 30 121 127 24 38 82 60 split_gain=4.30639 12.8122 8.81558 7.67609 8.58405 8.55883 8.3977 14.6601 9.33137 7.27594 7.49597 7.34924 7.98158 8.9986 7.17453 6.95556 6.79697 6.49174 6.26866 8.94302 5.98266 5.73139 5.70487 6.34903 6.89717 5.74019 6.27689 5.69994 5.57126 5.45191 threshold=5.5950000286102304 8.8499999046325701 1020.5499877929689 0.94999998807907116 297.50000000000006 0.33157439529895788 13.449999809265138 10.250000000000002 148.50000000000003 0 0.86987856030464183 5.7500000000000009 190.50000000000003 0.13052122294902804 1004.7500000000001 13.34999990463257 12.650000095367433 13.650000095367433 10.449999809265138 10.550000190734865 -0.97625884413719166 0.87032255530357372 15.34999990463257 1021.0499877929689 0.2503704726696015 -0.97988739609718312 269.50000000000006 15.650000095367433 265.91181945800787 0.74539706110954296 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 5 6 18 8 -8 -5 10 11 -7 -13 29 -6 -9 28 -17 20 -20 -3 -15 23 25 -25 26 -11 -27 -10 -14 right_child=1 2 -4 4 14 9 7 15 16 22 -12 12 13 21 -16 17 -18 -19 19 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31 leaf_value=1.3306303845195741e-05 0.026548152714967729 0.0095088658125830755 -0.020912030629503232 -0.01887311551198274 -0.030737540287251858 -0.0069028948229260569 0.038681898260068515 0.020134258124356472 0.0021997821896889364 0.032962492313878287 -0.0035553589308390272 0.0021298275237383608 0.020201881440650479 0.0038651184439610613 -0.0093112811688998987 -0.021549881489149162 -0.014528077070161209 0.0073850110043875046 0.021371443166863176 -0.0027246934832201907 -0.014105349377115918 0.01801842150723627 -0.013514264651781155 -0.0026063643736680127 -0.032740918784562888 -0.0017959598444622035 0.0022464384748719824 0.015332640107300434 -0.024935361873358489 0.048466245254332373 leaf_weight=1325498 40 31 60 104 48 82 31 30 349 29 206 260 76 192 210 42 91 36 40 1031 199 114 90 55 29 483 39 54 20 22 leaf_count=1325498 40 31 60 104 48 82 31 30 349 29 206 260 76 192 210 42 91 36 40 1031 199 114 90 55 29 483 39 54 20 22 internal_value=8.30597e-06 -0.00161103 -0.00188894 -0.00160309 -0.00549707 -0.000368884 -0.0026343 0.00837361 -0.00534724 0.00193416 0.00483692 0.0072192 0.00896319 0.0133609 -0.0132976 -0.00032599 -0.00228921 -0.00819532 -0.00343312 -0.00182474 -0.0109226 0.00913792 -0.0016541 -0.000128881 -0.01301 0.00165957 0.0153459 -7.35308e-05 0.000729043 0.0265469 internal_weight=1.32959e+06 4093 4053 3993 961 3032 703 139 564 1731 952 746 664 404 258 108 460 78 1301 1071 230 306 779 689 84 605 68 537 369 98 internal_count=1329591 4093 4053 3993 961 3032 703 139 564 1731 952 746 664 404 258 108 460 78 1301 1071 230 306 779 689 84 605 68 537 369 98 cat_boundaries=0 1 cat_threshold=4377 is_linear=0 shrinkage=0.05 Tree=757 num_leaves=31 num_cat=0 split_feature=15 39 107 116 27 16 12 123 91 88 19 39 34 18 13 126 30 42 126 23 35 36 43 23 29 26 36 19 122 30 split_gain=4.07065 7.37005 7.64626 11.2981 10.4578 8.63019 8.42745 8.24864 10.8096 8.22584 7.84791 7.59842 8.20513 7.4255 8.69277 7.81181 7.35851 10.5354 7.27946 6.86123 6.62611 11.4425 19.7894 7.4205 8.31534 13.6102 8.07754 7.25301 7.12083 6.59305 threshold=4.9649999141693124 8.6500000953674334 -0.86553433537483204 -0.11319890245795249 303.50000000000006 13.344999790191652 3.9650000333786015 -0.30069434642791742 -0.99059358239173878 -0.89690199494361866 15.405000209808351 11.650000095367433 11.150000095367433 17.029999732971195 6.0750000476837167 -0.80382624268531788 1002.9500122070314 3.9500000476837163 -0.81408452987670887 9.0950002670288104 11.250000000000002 11.650000095367433 10.84999990463257 9.5250000953674334 1000.4500122070314 196.50000000000003 13.050000190734865 10.405000209808351 0.1650413200259209 1007.0499877929689 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 6 20 5 -5 -3 10 19 -8 -7 -11 -13 -12 15 -15 17 -6 -16 -9 -4 22 27 24 25 26 -23 -22 -29 -25 right_child=1 2 3 4 16 7 9 8 -10 11 13 12 -14 14 18 -17 -18 -19 -20 -21 21 23 -24 29 -26 -27 -28 28 -30 -31 leaf_value=1.5870000102005602e-05 0.014774706189495487 0.007683757907180633 -0.0031919677736844485 -0.0081982242541801618 -0.0025867874455191972 0.0042812685327799742 -0.0025076760769907162 -0.0057584928434894038 -0.0060666526411402083 -0.0069023662281484073 -0.0075228910834254821 0.01776149992761877 0.0033710576409468709 0.025347980564194069 -0.0074336384595544251 -0.0069658804746574113 0.00064530905878055025 -0.026835912680726944 0.022952560899932296 0.012648732931939542 0.027332504654251456 0.042160442844033245 0.057966216623952439 0.020368127271820628 -0.0082783540385409863 -0.0075419551137213912 0.0057661776850000028 0.012355275577682928 -0.004750613741908629 0.002974242013054866 leaf_weight=1318622 74 450 409 979 186 624 1132 81 1873 114 433 138 351 21 27 171 2552 59 73 135 45 31 22 68 288 75 30 153 101 274 leaf_count=1318622 74 450 409 979 186 624 1132 81 1873 114 433 138 351 21 27 171 2552 59 73 135 45 31 22 68 288 75 30 153 101 274 internal_value=7.89067e-06 -0.000951332 -0.00105815 -0.00172158 -0.00254163 -0.00405653 0.00158648 -0.00287715 -0.00484524 5.05427e-06 0.000170549 0.00472215 0.00743216 -0.0033675 0.00279442 -0.00343155 -0.000149314 -0.00842637 0.0147483 0.00574602 0.00223287 0.00427404 0.0121986 0.000953161 -0.00346664 0.00672289 0.0242616 0.00883113 0.00555333 0.00643268 internal_weight=1.32959e+06 10969 10895 8710 7214 4417 2185 3438 2089 1735 1349 603 489 725 292 192 2797 245 100 216 1496 1087 321 766 424 136 61 299 254 342 internal_count=1329591 10969 10895 8710 7214 4417 2185 3438 2089 1735 1349 603 489 725 292 192 2797 245 100 216 1496 1087 321 766 424 136 61 299 254 342 is_linear=0 shrinkage=0.05 Tree=758 num_leaves=31 num_cat=1 split_feature=52 60 28 35 136 28 30 14 31 32 31 56 1 76 118 72 105 73 40 71 63 28 53 12 75 53 59 20 23 80 split_gain=4.01386 10.6309 11.1078 11.9095 10.308 8.86332 14.7011 10.1962 9.69897 9.22072 10.6807 14.2074 15.1762 10.1213 8.65773 8.19099 12.8629 8.09562 9.42646 8.48522 8.62372 8.25281 8.53677 8.49639 7.67548 7.62984 7.4121 10.0886 8.60217 8.87796 threshold=21.57499980926514 0.74539706110954296 1024.2500000000002 14.550000190734865 0 1012.9500122070314 1016.3500061035157 2.9850000143051152 1014.8500061035157 15.449999809265138 1019.3500061035157 264.26719665527349 112.50000000000001 8.5050001144409197 -0.74892720580101002 0.80221611261367809 -0.99018722772598255 0.64399033784866344 13.550000190734865 312.88763427734381 0.84980604052543651 1019.7500000000001 6.4649999141693124 6.0650000572204599 0.842584788799286 21.23499965667725 226.14222717285159 8.5950002670288104 9.4049997329711932 224.0832443237305 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=25 2 3 17 5 8 -7 9 26 13 -11 12 -12 -8 -4 -13 -17 18 -2 21 -21 22 -19 -24 -10 -1 -5 28 -28 -30 right_child=1 -3 14 4 -6 6 7 -9 24 10 11 15 -14 -15 -16 16 -18 19 -20 20 -22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=-5.5882436449727924e-06 -0.0015957780108719127 -6.8882976410136645e-05 0.036220916006714107 -0.0041515318892135101 -0.0019192381051874301 -0.00081966139794325133 -0.00035024230956593393 -0.00034311728247482911 0.013344766889335958 0.0052013806793183908 0.071946984968547317 0.0066309076267355689 0.011088787922635675 0.0079490757520853279 0.0032403208788286128 0.057016581935541967 0.015182888363551375 0.028103003383924564 0.032788677904754877 -0.002391004704285756 0.01466935749079934 -0.00054115353992759433 0.0014846769647395936 -0.014551114176536057 0.043632717636557156 -0.0010420267632702516 0.0078820654129338457 0.00038086233182484737 0.0087305631160874055 0.037271059572019365 leaf_weight=1180996 5917 83338 20 186 1312 2650 1005 1042 107 1040 21 301 20 579 3933 21 147 30 20 2921 76 7388 17253 83 26 18028 610 412 54 55 leaf_count=1180996 5917 83338 20 186 1312 2650 1005 1042 107 1040 21 301 20 579 3933 21 147 30 20 2921 76 7388 17253 83 26 18028 610 412 54 55 internal_value=7.49614e-06 0.000270759 0.000870074 0.000638324 0.00219309 0.00284391 0.00209319 0.00394163 0.00639758 0.00536623 0.00810789 0.0140349 0.0422601 0.00268341 0.00340718 0.0115675 0.0204121 0.000195819 -0.00147995 0.000554329 -0.00195838 0.000858546 0.00145402 0.0014079 0.0192657 -2.11717e-05 0.00509806 0.00661922 0.0101939 0.0231317 internal_weight=1.32959e+06 130567 47229 43276 9588 8276 6826 4176 1450 3134 1550 510 41 1584 3953 469 168 33688 5937 27751 2997 24754 17366 17336 133 1.19902e+06 1317 1131 719 109 internal_count=1329591 130567 47229 43276 9588 8276 6826 4176 1450 3134 1550 510 41 1584 3953 469 168 33688 5937 27751 2997 24754 17366 17336 133 1199024 1317 1131 719 109 cat_boundaries=0 1 cat_threshold=7427 is_linear=0 shrinkage=0.05 Tree=759 num_leaves=31 num_cat=1 split_feature=12 36 132 40 24 102 0 38 35 136 74 90 32 17 124 36 3 31 35 36 126 41 125 126 6 30 122 127 83 23 split_gain=3.84138 11.021 7.90789 7.35216 8.20343 7.70667 7.48472 7.41615 14.4242 6.80009 6.75208 6.57857 8.76463 6.42114 7.06552 6.82918 6.97895 6.03314 5.62824 5.6339 5.44184 6.20853 5.42726 5.12266 5.10505 5.61946 6.36909 5.2772 7.18289 5.44631 threshold=5.5950000286102304 8.8499999046325701 1020.5499877929689 2.0499999523162846 297.50000000000006 0.33157439529895788 190.50000000000003 13.250000000000002 12.949999809265138 0 0.86987856030464183 -0.83921149373054493 10.650000095367433 17.029999732971195 0.74892720580101024 13.34999990463257 153.50000000000003 1004.7500000000001 10.449999809265138 10.949999809265138 -0.70088258385658253 11.250000000000002 -0.97625884413719166 0.44618082046508795 15.34999990463257 1021.0499877929689 0.026175950653851036 -0.94260558485984791 264.18116760253912 11.034999847412111 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 5 6 18 7 20 -9 10 11 12 -7 14 -13 16 -15 23 22 -20 21 -5 -3 -6 25 27 -27 -11 -29 -30 right_child=1 2 -4 4 17 9 -8 8 -10 24 -12 13 -14 15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=1.1843261376525016e-05 0.02459443421510514 0.0091364906064324812 -0.019797188165636425 -0.00047018250318758777 -0.014490993399746145 0.043437010665925653 0.0033184897077727831 0.042205375379749707 -0.006630591632522366 0.0110391891173895 -0.0031320098338670334 -0.0039814841356477703 0.010479240067603922 -0.00012777866090111663 0.0089482748614276818 0.00068700168324143404 0.026713199979001352 -0.0094086834316109147 0.010126895918105932 -0.0028145913756476284 -0.02126832923358854 -0.017343761999269621 -0.013354930352892298 -0.047693462386017758 -0.012840727184278269 -0.00094592919014394288 -0.028995339660875342 -0.0069544611838985781 0.0026969823075757762 0.027302175587043166 leaf_weight=1325498 40 31 60 152 26 26 303 21 54 117 215 250 90 33 183 78 91 199 92 979 85 85 199 21 90 50 34 240 224 25 leaf_count=1325498 40 31 60 152 26 26 303 21 54 117 215 250 90 33 183 78 91 199 92 979 85 85 199 21 90 50 34 240 224 25 internal_value=7.12061e-06 -0.00152229 -0.00178004 -0.00150931 -0.00535982 -0.000313842 -0.00259962 -0.00711646 0.00704348 0.00185678 0.00463273 0.00691735 0.0178663 0.00491722 0.00148306 0.0122786 0.01957 -0.0132141 -0.00322691 -0.0017029 -0.0104146 -0.00652189 -0.0103235 -0.0293261 -0.00161976 -0.000179631 -0.0122993 0.00150032 -0.000781988 0.00516738 internal_weight=1.32959e+06 4093 4053 3993 946 3047 700 397 75 1746 966 751 116 635 433 202 124 246 1301 1071 322 237 230 47 780 690 84 606 489 249 internal_count=1329591 4093 4053 3993 946 3047 700 397 75 1746 966 751 116 635 433 202 124 246 1301 1071 322 237 230 47 780 690 84 606 489 249 cat_boundaries=0 1 cat_threshold=4377 is_linear=0 shrinkage=0.05 Tree=760 num_leaves=31 num_cat=0 split_feature=5 8 120 13 8 19 9 8 24 21 68 10 127 15 64 23 66 29 35 28 23 16 19 16 126 23 68 39 31 28 split_gain=3.92393 20.4812 20.6741 26.1342 21.1727 15.4659 13.9401 12.0953 12.1433 10.6712 10.4685 10.3414 16.1745 16.052 13.2142 12.0088 14.2103 12.6801 16.6487 10.6933 12.8558 10.1664 9.95398 23.3723 17.3225 18.2704 15.3251 14.0204 13.8882 19.824 threshold=6.7500000000000009 8.2500000000000018 0.11319890245795251 1.1150000095367434 12.449999809265138 14.039999961853029 5.3500001430511483 6.9500000476837167 303.50000000000006 8.3550000190734881 287.71476745605474 11.449999809265138 -0.25037047266960138 3.5449999570846562 76.825000762939467 9.5250000953674334 20.744999885559086 1003.0499877929689 13.449999809265138 1018.8500061035157 6.0450000762939462 9.5450000762939471 10.405000209808351 9.5450000762939471 0.62249094247818004 6.8450000286102304 312.66921997070318 10.550000190734865 1006.4500122070314 1011.0499877929689 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 6 -4 -5 22 -3 -7 9 -9 -8 -1 13 14 15 17 -17 18 -13 -19 -21 -22 24 -24 -2 -26 27 -25 -29 -30 right_child=5 2 3 4 -6 7 10 8 -10 -11 -12 12 -14 -15 -16 16 -18 19 -20 20 21 -23 23 26 25 -27 -28 28 29 -31 leaf_value=-2.2614918069450503e-05 -0.00088322749412579431 0.0034887256093576583 0.0060174590225548731 -0.001303326570770182 -0.012165535411359108 0.00185567672547073 0.00055495128198919852 -0.0017898896239162986 6.6636407913771395e-05 -7.7467868668319278e-05 0.0021474196488411056 0.0093125296074764007 0.00022878455936973835 -0.0030323425111623056 0.048221940412186089 0.0097286329627400501 0.056981802721006371 0.0032588498568699819 0.055986660783146992 -0.0049417783745697571 0.048354175904144842 0.015696394042696304 0.0015836108819461759 -0.0015178776842174444 -0.00010958160761885359 0.0016465330338433983 -0.001859212882484371 -0.0012912397142462965 0.0029227436617264954 0.00034120796253906928 leaf_weight=826908 65390 6377 1195 10325 469 4115 36253 36814 21176 12084 14427 56 4230 428 20 41 26 1192 29 70 27 203 29573 10903 121763 16862 10001 11167 8194 80455 leaf_count=826908 65390 6377 1195 10325 469 4115 36253 36814 21176 12084 14427 56 4230 428 20 41 26 1192 29 70 27 203 29573 10903 121763 16862 10001 11167 8194 80455 internal_value=2.19452e-06 6.1362e-05 0.000888907 -0.00099855 -0.00177529 -0.000122393 0.00128551 -0.000778847 -0.000933556 -0.0013667 0.00100828 -7.21293e-06 0.00200734 0.00560357 0.00782483 0.00733338 0.0280657 0.00645255 0.0252366 0.00538241 0.01382 0.0195301 1.50629e-05 0.000323836 -0.000212403 0.000104028 1.52267e-05 0.000184541 0.000370497 0.000579824 internal_weight=1.33077e+06 902276 69046 11989 10794 428497 57057 74189 70074 48898 50680 833230 6322 2092 1664 1644 67 1577 85 1492 300 230 354308 150293 204015 138625 120720 110719 99816 88649 internal_count=1330773 902276 69046 11989 10794 428497 57057 74189 70074 48898 50680 833230 6322 2092 1664 1644 67 1577 85 1492 300 230 354308 150293 204015 138625 120720 110719 99816 88649 is_linear=0 shrinkage=0.05 Tree=761 num_leaves=31 num_cat=0 split_feature=52 107 17 12 67 18 53 72 79 28 120 34 56 91 0 95 59 37 39 119 29 114 32 39 37 55 34 77 30 68 split_gain=4.48652 9.92258 11.2194 10.4703 11.7235 10.2007 8.81767 8.00693 11.9392 11.0123 10.7799 8.56418 8.20357 8.04223 9.44296 7.88226 7.74406 7.66332 7.89699 7.41114 6.99674 6.66568 6.56591 12.3983 15.7899 21.256 8.24246 9.44932 8.80359 7.47594 threshold=60.885000228881843 -0.56067386269569386 12.699999809265138 3.435000061988831 38.835000991821296 14.550000190734865 63.390001296997077 0.82935044169425975 45.725000381469734 1022.1499938964845 -0.95878320932388295 14.050000190734865 269.04283142089849 -0.98947712779045094 222.50000000000003 0.44737420976161962 288.96357727050787 13.750000000000002 15.550000190734865 -0.79332312941551197 1004.7500000000001 -0.91702514886856068 7.2500000000000009 14.750000000000002 12.84999990463257 91.389999389648452 12.34999990463257 11.684999942779543 1015.6499938964845 256.72128295898443 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 16 -4 19 7 -1 8 9 10 -6 12 20 14 -9 -14 -2 -15 -19 -5 -12 -17 23 24 25 -21 27 -24 -29 -28 right_child=1 -3 3 4 5 -7 -8 13 -10 -11 11 -13 15 17 -16 21 -18 18 -20 22 -22 -23 26 -25 -26 -27 29 28 -30 -31 leaf_value=-4.7227115520254001e-06 0.0083702773394588956 -0.0011873275190485129 0.0018047718081556031 0.019070687883326578 0.037943130937249714 -0.00016578720184443508 -0.0017526554154664135 0.0014968839609840266 -0.014145018560959708 -0.0015851184010022769 0.049836176277502725 -0.0048871637676669247 0.0054962713985350457 0.0012488762787058124 -0.012511468447285685 0.037103463996103724 0.0020035154321582324 0.0098389208315640755 -0.0021772636408459839 0.0058175338789316494 0.017683029284671647 0.013144895391977898 -0.0068958242150728363 0.033982225904583177 -0.002937254669906741 0.049126398155931388 -0.012966612700897785 -0.0057059033402337639 0.00060882141042846579 -0.00026552953614718651 leaf_weight=1281132 782 7169 12123 45 36 5905 7256 309 63 216 23 86 361 1981 197 38 1227 601 177 133 64 123 1295 32 440 36 118 850 1574 6381 leaf_count=1281132 782 7169 12123 45 36 5905 7256 309 63 216 23 86 361 1981 197 38 1227 601 177 133 64 123 1295 32 440 36 118 850 1574 6381 internal_value=2.0848e-06 0.000508248 0.00085342 0.000633907 -3.93234e-05 0.00118091 -1.45668e-05 0.00304108 0.00693167 0.00833382 0.0112647 0.00988282 0.0119686 0.00183756 -0.00395696 0.00959944 0.00448177 0.00290027 0.00710516 -0.00117853 0.0261833 0.0187997 -0.00126245 0.00364637 0.00205236 0.0150431 -0.00157039 -0.00344765 -0.0016055 -0.000496139 internal_weight=1.33077e+06 42385 35216 33207 21084 10180 1.28839e+06 4275 1010 947 731 695 609 3265 506 522 2009 2759 778 10904 87 161 10859 641 609 169 10218 3719 2424 6499 internal_count=1330773 42385 35216 33207 21084 10180 1288388 4275 1010 947 731 695 609 3265 506 522 2009 2759 778 10904 87 161 10859 641 609 169 10218 3719 2424 6499 is_linear=0 shrinkage=0.05 Tree=762 num_leaves=31 num_cat=0 split_feature=52 12 66 67 19 55 105 64 28 23 38 32 67 121 30 74 88 126 36 32 18 107 30 103 60 127 39 66 73 77 split_gain=4.16931 9.04271 11.0505 10.8524 8.70268 13.0075 13.3071 10.5492 11.4846 10.0269 10.1462 10.7024 9.21912 14.1688 10.9386 15.0757 8.92937 8.71979 8.4113 8.18058 7.80425 9.5585 10.346 9.90491 8.83092 8.30747 9.516 8.76285 9.39117 8.02569 threshold=52.460000991821296 3.7350000143051152 38.444999694824226 12.275000095367433 12.699999809265138 62.594999313354499 -0.98785758018493641 5.4249999523162851 1026.350036621094 13.074999809265138 13.150000095367433 12.84999990463257 30.025000572204593 -0.72534674406051625 1022.8500061035157 0.8938066065311433 -0.76302978396415699 0.13052122294902804 13.750000000000002 14.550000190734865 14.550000190734865 -0.28984211385250086 1016.0499877929689 -0.52198049426078785 0.7659481167793275 -0.70088258385658253 10.84999990463257 26.265000343322757 0.68853873014450084 25.685000419616703 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -3 -2 6 12 -7 9 10 -9 -12 14 -14 18 -16 -13 -11 -6 -8 21 24 29 -24 25 26 -5 -28 -29 -23 right_child=1 3 -4 20 5 7 19 8 -10 17 11 16 13 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31 leaf_value=-1.5861921648022572e-05 -0.002129198126939021 -0.0038666675397738791 0.0029284372686411864 -0.0053616547879874301 -0.0018499865219715368 -0.010244493147524483 0.00074537512595411525 0.0020513223561759546 -0.0072324731001946717 0.017585443677471987 -0.0066537251329838957 -0.001410850843521922 0.045120865672728737 0.0098664412295380449 0.010368058782971829 0.051884687312499247 0.0055478644421515623 0.00078602698049508042 0.0082175688361236284 0.0044447596573330538 -0.0008164525194654115 -0.01408007811560014 0.03355420065983649 0.0020056893759857982 0.00078531081936362339 0.0023656070933909725 -0.0075902480522499378 0.045390693288620401 0.012623976103650994 -0.0028738468654088412 leaf_weight=1278796 2712 1941 6088 92 410 269 7586 3301 544 153 847 3333 38 114 115 27 535 156 420 1861 11936 215 31 126 6708 1279 51 23 444 622 leaf_count=1278796 2712 1941 6088 92 410 269 7586 3301 544 153 847 3333 38 114 115 27 535 156 420 1861 11936 215 31 126 6708 1279 51 23 444 622 internal_value=1.98056e-06 0.000440961 0.00103932 -0.000285925 0.000526364 0.000891775 0.00208604 -0.000489778 -0.000193914 0.000266023 -7.46692e-05 -0.00156309 0.00722906 0.01868 0.00543837 0.0182621 -0.00044836 0.00910418 0.00324444 0.00147413 3.69352e-05 0.00109898 -0.00354311 0.00823501 0.0016357 0.00465552 0.00945681 0.0120887 0.0142378 -0.00575239 internal_weight=1.33077e+06 51977 28509 23468 22421 19709 10571 9138 8869 8325 8016 4715 1124 152 972 142 3868 309 830 9447 21527 9591 994 157 8597 1889 610 518 467 837 internal_count=1330773 51977 28509 23468 22421 19709 10571 9138 8869 8325 8016 4715 1124 152 972 142 3868 309 830 9447 21527 9591 994 157 8597 1889 610 518 467 837 is_linear=0 shrinkage=0.05 Tree=763 num_leaves=31 num_cat=1 split_feature=31 136 121 8 10 17 55 79 31 52 36 9 35 107 100 120 126 36 75 28 38 63 77 12 15 122 16 39 5 66 split_gain=3.80578 10.3542 15.5228 21.5758 13.81 13.2374 13.9889 18.0075 15.6537 11.7746 13.1348 11.5672 16.4004 16.1596 14.8552 12.3619 12.1866 11.3172 20.4208 17.168 21.1693 11.2804 11.0584 10.9173 17.5721 14.0636 10.3633 10.3043 12.1687 10.6762 threshold=1021.2500000000001 0 -0.86159634590148915 9.4499998092651385 12.34999990463257 9.5450000762939471 0.81499999761581432 16.714999198913578 1029.9500122070315 3.435000061988831 13.750000000000002 8.6500000953674334 13.250000000000002 -0.91589337587356556 0.048153450712561614 -0.89490029215812672 0.85260769724845897 11.84999990463257 0.87092018127441417 1023.9500122070314 12.34999990463257 0.78617930412292492 18.884999275207523 1.3650000095367434 1.435000002384186 -0.026175950653851029 22.289999961853031 9.7500000000000018 4.0499999523162851 42.065000534057624 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 21 3 4 -3 6 7 8 23 10 -8 22 13 -13 -15 -16 -17 -5 19 -19 -21 -2 26 -4 25 -25 -7 -23 -29 -30 right_child=1 2 5 17 -6 11 9 -9 -10 -11 -12 12 -14 14 15 16 -18 18 -20 20 -22 27 -24 24 -26 -27 -28 28 29 -31 leaf_value=-3.1649259710487499e-05 -0.00049519433426602362 0.001861317079411077 -0.00073576549865130773 0.0036689751778390977 0.042483146125007247 0.00040863703076062918 -0.0031776237080222737 0.014079747507272859 0.02324355468460983 0.0025158913367116123 0.0076257337637145664 -0.0046278734244339943 0.0021295576672487057 0.009164159217228492 0.017316336270862372 -0.0020521773718561852 0.00033813628439587903 0.009139115249715923 0.057585465982556344 0.077826956117695023 0.010577219597995282 -0.0023768737445003401 0.0048218996502803367 0.0066262487371106273 0.0024325737470499769 0.022329251784564502 0.026878013728639568 0.00039380311736257639 0.0032208532704175348 0.010631963601724508 leaf_weight=1149938 59790 5668 2057 223 21 63930 2864 359 91 2415 312 2977 4433 375 93 11590 9876 252 30 22 25 1226 1462 554 4919 192 37 2643 1722 677 leaf_count=1149938 59790 5668 2057 223 21 63930 2864 359 91 2415 312 2977 4433 375 93 11590 9876 252 30 22 25 1226 1462 554 4919 192 37 2643 1722 677 internal_value=1.88153e-06 0.000215105 0.000502107 0.00292702 0.00201127 0.000362717 0.00181172 0.00313024 0.00262712 -0.000115473 -0.00211634 0.000152291 -0.000672545 -0.00117119 -0.00070203 -0.000873644 -0.00095245 0.0123649 0.0182591 0.0143133 0.0420558 -0.000283598 0.000522219 0.00238416 0.00351703 0.0106678 0.000423948 0.00173435 0.00273403 0.00531228 internal_weight=1.33077e+06 180835 114777 6241 5689 108536 13763 8172 7813 5591 3176 94773 29344 24911 21934 21559 21466 552 329 299 47 66058 65429 7722 5665 746 63967 6268 5042 2399 internal_count=1330773 180835 114777 6241 5689 108536 13763 8172 7813 5591 3176 94773 29344 24911 21934 21559 21466 552 329 299 47 66058 65429 7722 5665 746 63967 6268 5042 2399 cat_boundaries=0 1 cat_threshold=3234 is_linear=0 shrinkage=0.05 Tree=764 num_leaves=31 num_cat=0 split_feature=52 12 66 67 120 18 60 53 107 55 104 15 31 5 36 77 31 133 80 84 31 68 97 107 87 82 9 37 105 22 split_gain=3.66988 8.52012 10.9201 10.5775 10.3321 9.49399 9.94147 8.18953 8.01035 9.22587 7.95499 9.95518 8.10165 14.1984 8.22841 15.5996 7.4919 7.12183 25.3244 8.89309 7.05521 10.736 9.54662 7.06045 7.8055 10.3025 11.1298 8.03511 9.08727 7.04148 threshold=60.885000228881843 3.7350000143051152 39.23500061035157 25.695000648498539 -0.8338540494441985 14.550000190734865 0.75988712906837474 63.390001296997077 -0.42000654339790339 96.845001220703139 -0.99408113956451405 3.4850000143051152 1025.7500000000002 2.2500000000000004 14.650000095367433 13.864999771118166 1027.4500122070315 1020.8500061035157 257.42283630371099 0.7844301462173463 1026.049987792969 285.02662658691412 -0.59338065981864918 -0.56067386269569386 0.70377326011657726 278.88368225097662 4.9500000476837167 12.250000000000002 -0.53976523876190174 7.6949999332427987 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 10 4 -3 6 8 -1 9 -5 11 12 14 -14 -2 -16 -6 -4 -19 -20 23 -22 -23 24 25 26 -8 28 -28 -7 right_child=1 3 17 5 16 29 20 -9 -10 -11 -12 -13 13 -15 15 -17 -18 18 19 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-3.7856362356445244e-06 0.0028131953747755952 -0.0088180383783428035 0.0030524307510243183 0.010848103234029446 -0.0010074651479269284 -0.0096802832328127392 -0.013223181269131601 -0.0016883098085428599 -0.0021697914882335724 0.00047996644382638972 0.00027768174584127546 -0.0028278849884367852 0.05903876021504402 0.00804578077134698 0.0096567993816704563 0.054667114315643195 -0.010479615608373349 0.06636046692728996 0.01591894691810012 -0.0093015692961801368 0.022880956203038441 -0.0010146949939322815 0.031678668347187341 -0.0029261467833796967 0.000556058127873119 0.017428877471082408 -0.0049784426092792933 0.013515668674818985 0.028556667313830039 -0.00043816512207890619 leaf_weight=1281132 672 518 3998 718 4922 211 88 7256 254 306 14952 360 20 43 231 21 218 20 93 56 89 209 25 1185 3767 162 166 198 23 8860 leaf_count=1281132 672 518 3998 718 4922 211 88 7256 254 306 14952 360 20 43 231 21 218 20 93 56 89 209 25 1185 3767 162 166 198 23 8860 internal_value=1.78745e-06 0.000459572 0.00119321 -0.000225432 -0.00208749 0.000422471 0.00177948 -1.32726e-05 0.00577831 0.00774981 0.000609228 0.00428946 0.00688545 0.024234 0.00570259 0.0134077 -0.0014092 0.00347742 0.0135313 0.0064401 0.000915056 0.0081 0.00247819 0.000499823 0.00142166 0.00654054 0.00282704 0.0064767 -0.00089745 -0.000653145 internal_weight=1.33077e+06 42385 20466 21919 5658 16261 7190 1.28839e+06 1278 1024 16299 1347 987 63 924 252 5140 4167 169 149 5912 323 234 5589 4404 637 475 387 189 9071 internal_count=1330773 42385 20466 21919 5658 16261 7190 1288388 1278 1024 16299 1347 987 63 924 252 5140 4167 169 149 5912 323 234 5589 4404 637 475 387 189 9071 is_linear=0 shrinkage=0.05 Tree=765 num_leaves=31 num_cat=0 split_feature=28 122 8 27 52 14 23 35 127 12 60 79 67 21 71 126 110 108 27 116 119 14 43 22 28 88 12 18 21 122 split_gain=4.29881 12.0785 14.8443 11.6801 13.1503 11.8381 12.503 12.0208 10.8199 11.5142 10.6577 10.4943 16.8181 13.9026 16.3801 15.1227 23.0764 13.8708 13.8341 13.5265 13.4607 12.1747 14.1881 13.3985 11.8933 11.8825 13.411 11.7358 11.7449 10.9321 threshold=1023.1499938964845 0.86159634590148937 8.2500000000000018 305.50000000000006 21.994999885559086 3.0649999380111699 8.4650001525878924 14.949999809265138 0.95878320932388317 1.4049999713897707 0.75405153632164013 9.5850000381469744 14.925000190734865 6.3949999809265146 282.39634704589849 -0.9366365075111388 -0.54993054270744313 -0.6265563666820525 228.50000000000003 -0.86159634590148915 -0.11319890245795249 1.4450000524520876 7.2500000000000009 6.9749999046325692 1028.2500000000002 -0.85562384128570546 1.8049999475479128 14.550000190734865 7.7950000762939462 -0.55191597342491139 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 5 -5 7 -7 8 9 -2 -6 12 17 -14 15 16 -15 -11 24 -13 -21 23 -23 -20 -19 -17 -27 29 -29 -24 right_child=1 2 -4 4 10 6 -8 -9 -10 11 -12 19 13 14 -16 25 -18 18 21 20 -22 22 27 -25 -26 26 -28 28 -30 -31 leaf_value=2.7542298635696794e-05 -0.00048720714109254886 -0.0011992061489874391 -0.0070804921321277027 -0.0017255075986650614 0.0047692764904531011 0.0010696256666912528 -0.0022104919612405505 -0.0025817299438001232 -0.0010194510976463513 -0.012179419961783266 -0.00039187661719195465 0.022761133717995111 0.019730266193645485 0.071408774736134911 0.0020254731228829185 0.0057989689080172845 0.015648129518376665 0.0085558461357972456 0.011045606530409703 -0.0070696629506016365 0.00034212179117212762 0.00025120654607441715 0.0083799723998732555 0.0016287928114730524 0.045532406137689302 0.061313228178769358 0.014226614939229144 -0.0081766983139387635 0.002040247102016216 0.0028352939344503847 leaf_weight=1230764 9314 11921 1179 17368 1486 4368 8675 2856 7319 184 3060 64 159 23 2110 868 96 399 667 673 6823 14111 1310 871 23 20 62 379 1091 2766 leaf_count=1230764 9314 11921 1179 17368 1486 4368 8675 2856 7319 184 3060 64 159 23 2110 868 96 399 667 673 6823 14111 1310 871 23 20 62 379 1091 2766 internal_value=1.89761e-06 -0.000312957 -0.00172852 -0.000100163 -0.00109887 0.000235347 -0.00111201 0.000572082 0.000754667 0.00106373 0.00129521 0.0015055 0.00199671 0.00530177 0.00458012 0.00962249 0.0264254 0.00149067 0.00160702 -0.000127893 -0.000323317 0.00142854 0.00109335 0.00571268 0.0105712 0.0075177 0.0257112 0.00323605 -0.000593918 0.00461732 internal_weight=1.33101e+06 100245 13100 87145 21914 65231 13043 52188 49332 42013 4546 32699 25139 3338 3179 1069 119 21801 21617 7560 7496 21195 19657 1538 422 950 82 5546 1470 4076 internal_count=1331009 100245 13100 87145 21914 65231 13043 52188 49332 42013 4546 32699 25139 3338 3179 1069 119 21801 21617 7560 7496 21195 19657 1538 422 950 82 5546 1470 4076 is_linear=0 shrinkage=0.05 Tree=766 num_leaves=31 num_cat=1 split_feature=4 18 7 31 6 99 4 110 9 27 54 136 20 9 0 29 126 60 121 121 123 96 53 123 95 62 8 11 103 35 split_gain=4.22493 7.16266 5.55233 6.94172 5.33355 9.6961 9.82353 6.67523 8.03717 7.6072 6.48492 6.17811 11.8066 8.23475 9.45404 10.8281 20.6331 8.58411 9.37627 7.79726 7.66679 11.1732 9.60077 8.31772 15.6353 12.2587 7.69005 7.43972 7.3763 8.63775 threshold=15.84999990463257 8.0099999904632586 13.949999809265138 1013.7500000000001 13.250000000000002 -0.72284314036369313 12.550000190734865 0.7837849259376527 13.150000095367433 159.50000000000003 4.3750000000000009 0 7.2349998950958261 13.449999809265138 210.50000000000003 1011.6499938964845 -0.9366365075111388 0.73923605680465709 -0.061046212911605828 -0.53727915883064259 0.56638467311859142 1.0000000180025095e-35 1.1050000190734866 0.35019405186176306 0.15704323351383212 0.53114536404609691 14.750000000000002 15.050000190734865 0.27814918756484991 13.34999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -4 -1 11 -7 -8 -9 -10 -11 12 19 14 15 -13 17 18 -17 -6 23 22 -22 -15 25 -25 -27 -26 -21 -30 right_child=1 -3 3 -5 5 6 7 8 9 10 -12 13 -14 20 -16 16 -18 -19 -20 28 21 -23 -24 24 27 26 -28 -29 29 -31 leaf_value=1.0527664232219308e-05 0.0074092002388258102 0.00030376134070028466 0.0059532242022096006 -0.013020313935668534 -0.0033436611133531129 -0.0032349227385365126 -0.0054143057250254749 0.030908616916054774 0.014281861638588892 -0.00081460491769498817 0.0044067650165488395 0.0050522602445764384 -0.0080276170297135675 0.0001955752773593571 0.00075349843262948206 0.047928948617643782 0.0024180740907063917 0.061048064353289438 0.0069842067707715366 0.014240107759533372 0.014652173047943508 0.024080854134634136 -0.014642476778543504 -0.012714840480715995 0.011223807109965254 0.023987974249446001 0.00053530247000757093 0.033742089274904283 -0.001716908919207311 0.02962295492567743 leaf_weight=1305213 753 2339 115 83 496 5623 617 21 91 5770 663 389 592 6274 667 27 81 27 29 163 32 25 222 109 92 56 93 61 262 24 leaf_count=1305213 753 2339 115 83 496 5623 617 21 91 5770 663 389 592 6274 667 27 81 27 29 163 32 25 222 109 92 56 93 61 262 24 internal_value=1.80273e-06 0.00179136 0.00545012 -0.00200033 -2.63166e-06 -0.000765794 -0.00167074 -0.000442681 2.59962e-05 -7.34114e-05 -0.000276478 0.000424391 -0.00247482 0.000970716 0.00476123 0.00959514 0.0203706 0.0378906 0.0267254 0.000977569 0.000308063 -0.00781268 -0.0109518 0.000646984 0.00753783 2.78763e-05 0.00934973 0.0202017 0.00575113 0.00091301 internal_weight=1.33101e+06 3290 951 198 1.32772e+06 22506 12785 7162 6545 6524 6433 9721 1537 8184 1220 553 164 83 56 945 6964 279 254 6685 411 258 149 153 449 286 internal_count=1331009 3290 951 198 1327719 22506 12785 7162 6545 6524 6433 9721 1537 8184 1220 553 164 83 56 945 6964 279 254 6685 411 258 149 153 449 286 cat_boundaries=0 1 cat_threshold=66 is_linear=0 shrinkage=0.05 Tree=767 num_leaves=31 num_cat=3 split_feature=20 136 82 31 15 43 21 127 16 43 28 35 136 136 9 67 80 59 33 28 18 30 38 30 40 91 117 110 7 113 split_gain=3.98099 6.6303 6.95021 5.76644 4.23214 4.00459 3.93458 9.75117 8.73703 8.26665 11.1368 12.0295 7.68568 6.46483 8.6393 6.44026 7.18231 11.4011 7.22829 5.84781 5.65995 10.0786 5.56647 7.60963 5.4775 5.74621 5.44163 5.24225 4.71292 4.49736 threshold=12.215000152587892 0 299.35711669921881 1018.9500122070314 4.555000066757203 12.34999990463257 11.175000190734865 1.0000000180025095e-35 17.029999732971195 8.2500000000000018 1020.9500122070314 15.949999809265138 1 2 5.8500001430511483 16.704999923706058 280.70098876953131 308.86943054199224 11.650000095367433 1021.7500000000001 15.405000209808351 1016.7500000000001 16.550000190734867 1010.3500061035157 13.150000095367433 -0.97155314683914173 0.58068084716796886 0.48998460173606878 6.1499998569488534 -0.97233289480209339 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 -4 -3 -6 -1 8 13 12 -11 29 15 14 28 22 17 18 -17 20 21 -18 -9 -24 25 -10 -16 -23 -8 -12 right_child=1 4 3 -5 5 -7 7 9 24 10 11 -13 -14 -15 26 16 19 -19 -20 -21 -22 27 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.4593366090149873e-06 0.0012065623696564075 -0.0023796728588146806 0.00064326482245357177 -0.007973926167922047 -0.0063661957194923588 -0.023350930095809262 -0.0027745118706533015 0.00072015259395874314 -0.0024933348513157825 0.0020797166170291792 0.00069399451015973073 0.040370478324832454 -0.0012771582712672389 -0.00039714457705921871 -0.0089910808102211959 -0.00047507475690561075 -0.0050127273504534421 0.045713251702148808 0.0136215589997649 -0.0029828786651346895 0.0018549982899424954 0.015025809397920968 0.035376949553136472 0.0043660342709060653 -0.0075171632485646275 0.0044324300766733493 -0.028431301085823559 0.038866545013227172 0.021675905846059326 0.010711145805564391 leaf_weight=1308385 3157 2739 356 427 226 41 1353 2972 378 1334 144 31 2272 3462 295 139 53 22 263 294 303 90 27 74 133 1442 41 31 20 505 leaf_count=1308385 3157 2739 356 427 226 41 1353 2972 378 1334 144 31 2272 3462 295 139 53 22 263 294 303 90 27 74 133 1442 41 31 20 505 internal_value=1.7126e-06 -0.00119217 0.000160317 -0.00405602 -0.00295559 -0.00897434 7.97568e-06 0.000795361 -0.000571032 0.00193333 0.00473431 0.00994198 0.00107077 -0.00164713 -0.00415268 0.00231821 0.00543827 0.0106654 0.00874735 0.0025637 0.00598234 0.0131696 0.00111245 0.0126561 0.00227819 0.002994 -0.0113633 0.0211338 -0.00241835 0.00848854 internal_weight=1.33101e+06 6946 3940 783 3006 267 1.32406e+06 15678 7124 8554 2014 680 6540 5171 1709 4268 1195 424 402 771 477 174 3073 101 1953 1820 336 121 1373 649 internal_count=1331009 6946 3940 783 3006 267 1324063 15678 7124 8554 2014 680 6540 5171 1709 4268 1195 424 402 771 477 174 3073 101 1953 1820 336 121 1373 649 cat_boundaries=0 1 2 3 cat_threshold=1587 2647 1155 is_linear=0 shrinkage=0.05 Tree=768 num_leaves=31 num_cat=1 split_feature=28 136 35 1 39 22 123 15 23 15 38 31 31 76 69 35 11 40 10 3 79 20 110 84 35 23 12 93 76 28 split_gain=3.88592 13.9252 15.2643 17.6596 16.6153 14.1793 13.5816 13.506 15.0611 16.1812 13.4177 17.4516 11.5768 13.202 11.5139 11.078 10.9686 10.8277 13.8604 16.8578 25.5394 23.6451 14.7211 21.4636 14.4001 12.3467 16.5095 11.8818 11.3572 10.9518 threshold=1023.1499938964845 0 10.650000095367433 124.50000000000001 13.949999809265138 7.1749999523162851 0.11319890245795251 3.4250000715255742 9.0349998474121112 2.1550000905990605 11.150000095367433 1017.9500122070314 1025.7500000000002 17.755000114440922 282.05450439453131 3.8999999761581425 13.150000095367433 9.8499999046325701 6.6499998569488534 308.50000000000006 4.2550001144409189 6.8350000381469735 0.053090514615178115 0.83341893553733837 12.250000000000002 7.2049999237060556 1.3550000190734866 -0.10835881158709525 28.925000190734867 1025.549987792969 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 4 -4 7 17 12 8 9 10 11 -3 -2 16 -6 -9 -14 18 -5 20 25 28 23 -23 -21 26 -20 -27 -22 -28 right_child=1 2 3 5 14 -7 -8 15 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 24 21 22 -24 -25 -26 27 29 -29 -30 -31 leaf_value=2.6008389653949662e-05 -0.0016124270167669407 0.037727840157282172 -0.00079698658289029513 0.0001474230474285608 0.0084346448502740437 0.00058885188757778085 -0.0041827341495344955 -0.0074063248687037259 0.0018565670824289106 -0.0022435250269358664 -0.001586758936835438 0.0012975654729462428 3.28126143558185e-05 0.011077326668765519 -0.0068490046194723264 -0.0019813839552123209 0.015614857274241809 -0.0010849591312232488 0.00031540248543024065 0.001592143232831294 -0.0054153300703268271 0.018264892609504115 0.0045738359092543212 0.071783808845540753 0.0079678495614287706 0.037705003521565736 0.021961164273261603 0.0034256572874444939 0.019949983436690303 0.043155375801143238 leaf_weight=1230764 10752 33 14188 2005 762 18929 3883 1209 5638 13297 6382 8599 2633 345 147 4246 118 1381 70 3062 444 101 141 23 1246 29 256 197 49 80 leaf_count=1230764 10752 33 14188 2005 762 18929 3883 1209 5638 13297 6382 8599 2633 345 147 4246 118 1381 70 3062 444 101 141 23 1246 29 256 197 49 80 internal_value=1.62634e-06 -0.000297726 -2.44508e-05 0.000640216 -0.000720253 0.00136813 -0.00156856 -0.000874428 -0.000503365 -0.000973334 0.000151598 0.00143684 -0.000836669 0.00185744 0.00596303 -0.00318372 0.000701181 0.00299197 0.00372288 0.00498101 0.00976885 0.00358026 0.0156253 0.0281918 0.00343618 0.0171912 0.0224053 0.00782433 -0.00289423 0.0270074 internal_weight=1.33101e+06 100245 82514 42201 40313 28013 17731 39404 33949 28311 15014 8632 13848 3096 909 5455 2751 9084 7703 5698 1390 758 265 124 4308 632 406 226 493 336 internal_count=1331009 100245 82514 42201 40313 28013 17731 39404 33949 28311 15014 8632 13848 3096 909 5455 2751 9084 7703 5698 1390 758 265 124 4308 632 406 226 493 336 cat_boundaries=0 1 cat_threshold=3360 is_linear=0 shrinkage=0.05 Tree=769 num_leaves=31 num_cat=2 split_feature=4 75 136 87 120 92 52 1 109 73 38 136 37 122 23 17 15 15 36 28 119 36 28 127 33 31 6 29 6 98 split_gain=3.81026 6.73042 6.72786 8.05876 8.03477 6.37056 13.2246 8.72248 6.14155 7.09521 5.42317 9.67172 7.36467 6.96293 5.5016 7.18254 7.1522 5.88939 5.6851 5.46902 6.83462 6.66272 7.8476 5.25563 5.86648 5.15197 5.36017 4.9278 4.83438 8.99978 threshold=15.84999990463257 0.76017966866493236 0 0.76869264245033275 -0.55191597342491139 -0.60807394981384266 3.5849999189376835 155.50000000000003 -0.97540867328643788 0.76375168561935436 12.650000095367433 1 13.550000190734865 0.71322327852249157 8.3249998092651385 9.5450000762939471 1.685000002384186 2.6049998998641972 12.34999990463257 1015.1499938964845 0.04361772537231446 11.750000000000002 1010.5499877929689 -0.97988739609718312 13.050000190734865 1011.3500061035157 14.449999809265138 1012.0499877929689 13.250000000000002 -0.92972499132156361 decision_type=2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 5 3 8 -5 6 -2 -8 -3 -10 14 12 27 -13 15 16 -7 -17 -16 20 -19 25 -23 -4 -25 -22 -27 -12 -1 -30 right_child=1 2 23 4 -6 10 7 -9 9 -11 11 13 -14 -15 18 17 -18 19 -20 -21 21 22 -24 24 -26 26 -28 -29 29 -31 leaf_value=9.8622698067394449e-06 -0.00016158857196569445 -0.0049870712979879633 -0.017279107160456889 0.0068925060304839761 -0.0057791860033835811 0.020107598596686413 0.0087750917803496135 0.047443961724638939 0.033454451164187389 0.0079159516335395794 -0.03028745273677785 0.00022941430754023072 0.000819201135726751 0.023010027484112495 -0.0099930932172371655 -0.0056226833641309952 0.0015196625194520282 0.0072377486100514629 0.01631468452513218 -0.0033649632920666286 -0.00067891934886574754 0.053055940419435503 0.012621842008084059 -0.0073274212944428058 0.0091232955276167819 -3.4736065109345047e-05 0.028165043912465788 -0.0022053991932244527 0.0017181825128220975 -0.0011377133303578561 leaf_weight=1305213 75 42 91 192 359 55 25 35 43 74 61 359 53 37 115 51 876 163 25 48 36 30 20 240 70 22 72 21 3219 19287 leaf_count=1305213 75 42 91 192 359 55 25 35 43 74 61 359 53 37 115 51 876 163 25 48 36 30 20 240 70 22 72 21 3219 19287 internal_value=1.54502e-06 0.00170101 -0.00146611 0.00147708 -0.00136364 0.00331582 0.0138355 0.0313319 0.0114142 0.0173019 0.00262102 -0.00172636 -0.0127616 0.00229983 0.00414678 0.00510955 0.00261777 0.0103581 -0.00529528 0.0124425 0.0146547 0.0213711 0.0368823 -0.00655073 -0.00361274 0.0154052 0.0215651 -0.0230957 -2.66614e-06 -0.000729239 internal_weight=1.33101e+06 3290 1111 710 551 2179 135 60 159 117 2044 531 135 396 1513 1373 931 442 140 391 343 180 50 401 310 130 94 82 1.32772e+06 22506 internal_count=1331009 3290 1111 710 551 2179 135 60 159 117 2044 531 135 396 1513 1373 931 442 140 391 343 180 50 401 310 130 94 82 1327719 22506 cat_boundaries=0 1 2 cat_threshold=4996 212 is_linear=0 shrinkage=0.05 Tree=770 num_leaves=31 num_cat=3 split_feature=104 76 38 33 136 99 52 15 123 124 19 39 29 112 35 54 38 36 42 35 12 34 136 12 136 2 29 33 20 112 split_gain=3.94509 7.18432 8.09809 5.41641 5.46513 5.34234 10.2102 11.8352 4.65608 4.32001 3.87061 3.82143 7.17675 7.87987 6.50185 4.83155 3.92159 17.9226 13.5892 15.1419 17.8347 15.8184 16.5932 14.6769 16.049 23.0867 18.9465 18.9159 20.8785 15.6278 threshold=0.67297983169555675 6.3250000476837167 10.550000190734865 10.650000095367433 0 -0.96934002637863148 1.1950000524520876 1.325000047683716 0.99140709638595592 0.49240480363368994 15.405000209808351 7.6499998569488534 1018.0499877929689 -0.38266885280609125 9.9499998092651385 15.965000152587892 11.550000190734865 11.650000095367433 12.150000095367433 12.050000190734865 1.5049999952316286 11.650000095367433 1 3.6750000715255742 2 275.50000000000006 1000.4500122070314 9.6500000953674334 7.5950000286102304 -0.52247866988182057 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 left_child=11 3 -3 8 -5 6 7 -4 -2 -7 -10 12 13 15 -14 -1 18 -18 19 21 -21 23 -23 29 -25 -26 -27 28 -28 -13 right_child=1 2 5 4 -6 9 -8 -9 10 -11 -12 16 14 -15 -16 -17 17 -19 -20 20 -22 22 -24 24 25 26 27 -29 -30 -31 leaf_value=-0.0061017786860643724 0.0027470823710296897 -0.033272139728069305 0.0010071821481687949 -0.0055131889051232286 0.00074763231391965538 -0.01075221876223114 -0.0051535545748886968 0.049314298471879396 0.0082478159732584447 0.0034582461407851612 0.034652184836728418 0.00052335826706797464 0.00063901421262399396 0.011516810575267379 0.024742459875114007 0.012505038971236596 -0.0012133854041099727 1.7844715147661952e-05 -0.0036842123710065754 -0.0011651041234655159 0.0020518318459251794 -8.7595433471438259e-05 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20329 198606 16161 13119 5879 5822 2602 182445 internal_count=1331221 2431 658 1773 1501 631 214 53 272 417 58 1328790 2061 1238 823 1166 1326729 1079521 247208 244981 26046 218935 20329 198606 16161 13119 5879 5822 2602 182445 cat_boundaries=0 1 2 3 cat_threshold=5634 915 323 is_linear=0 shrinkage=0.05 Tree=771 num_leaves=31 num_cat=0 split_feature=25 17 17 54 67 35 94 16 32 23 63 33 35 18 73 43 43 124 43 77 32 71 4 3 28 34 26 31 31 28 split_gain=3.73709 5.66772 4.90267 4.47519 6.85746 5.12479 4.38846 3.81792 5.8401 4.7874 4.54111 4.0997 4.81452 3.94669 3.73665 3.52147 11.8891 29.6581 22.2263 16.19 17.3944 26.925 15.5685 21.3792 25.5645 23.393 16.7404 21.7289 13.2034 15.9701 threshold=127.50000000000001 8.0099999904632586 4.0850000381469735 17.625000000000004 29.064999580383304 12.949999809265138 0.96592083573341381 15.405000209808351 14.34999990463257 7.0450000762939462 0.66959071159362804 11.250000000000002 13.150000095367433 11.269999980926515 0.92931282520294201 8.8499999046325701 1.0000000180025095e-35 -0.07845610752701758 5.4500000476837167 14.72499990463257 9.2500000000000018 324.86354064941412 3.1499999761581425 303.50000000000006 1010.6499938964845 8.6500000953674334 274.50000000000006 1015.2500000000001 1005.9500122070314 1009.0499877929689 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 14 -6 -5 9 -9 10 11 13 -13 -4 -3 16 -2 22 28 -20 21 -21 -18 25 26 -24 -25 -28 -19 -30 right_child=15 3 7 6 5 -7 -8 8 -10 -11 -12 12 -14 -15 -16 -17 17 18 19 20 -22 -23 23 24 -26 -27 27 -29 29 -31 leaf_value=0.0017439074311437889 1.9476889687240039e-05 -0.00011734508040825496 -0.012113559316537799 -0.0038953066636796723 0.0059559130139869498 0.029660939094998562 -0.026016668194243989 0.030031079937471079 -0.0069121872398840356 -0.015427714000776178 0.015120006880412498 0.0016048791809999516 -0.005232566699126427 0.0087536408193409441 -0.018444800556504302 0.0001517518607407907 -0.0010842929229465867 -0.013248079057127196 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1.32471e+06 948642 66321 46394 37276 2281 96 19927 13489 1586 11903 185 143 9118 8778 internal_count=1331221 6513 2125 4388 4276 125 112 1732 43 1689 1589 1559 1292 267 4151 1324708 948642 66321 46394 37276 2281 96 19927 13489 1586 11903 185 143 9118 8778 is_linear=0 shrinkage=0.05 Tree=772 num_leaves=31 num_cat=2 split_feature=104 76 38 33 123 99 120 10 136 38 110 14 136 30 120 107 39 28 114 35 84 83 104 27 73 19 7 23 23 110 split_gain=3.51027 6.37382 7.63029 5.43998 5.29765 5.13275 7.11844 9.44097 4.15575 4.09151 3.5686 3.51764 7.02465 4.4577 5.1333 3.95799 3.74174 7.38095 7.67954 6.19225 4.46271 4.68406 4.07706 3.86289 3.66516 4.61399 4.19679 6.24938 3.64353 7.71866 threshold=0.67297983169555675 5.6949999332427987 10.550000190734865 10.650000095367433 0.99140709638595592 -0.96934002637863148 0.95878320932388317 13.449999809265138 0 14.449999809265138 0.14069018512964251 0.56499999761581432 1 1015.8500061035157 -0.72534674406051625 -0.84000167250633229 7.6499998569488534 1018.0499877929689 -0.38266885280609125 9.9499998092651385 0.8854258954524995 326.75775146484381 -0.82866364717483509 68.500000000000014 0.5356600582599641 6.4600000381469735 4.9500000476837167 6.5450000762939462 4.7449998855590829 0.3373765647411347 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 3 -3 4 -2 6 9 -8 -5 -4 -6 12 -1 14 -14 -16 17 18 20 24 22 -22 -13 -18 -19 -26 -27 -28 29 -25 right_child=1 2 5 8 10 -7 7 -9 -10 -11 -12 16 13 -15 15 -17 23 19 -20 -21 21 -23 -24 28 25 26 27 -29 -30 -31 leaf_value=-0.0012317671222757498 0.0028990274834148778 -0.031331062423331398 -0.011527289580911973 -0.0049304512344262828 0.005545659030956978 -0.0078438716444442693 0.0034601941439804844 0.040812800469852632 0.00065635566156441291 0.0069631409864606602 0.032058023861997451 0.0018905384462002827 0.035699175018817191 0.0018699036846311339 0.028277625249964852 0.0045176275798782415 -0.0017657502462568048 -0.0029901333602588465 0.015823752198114313 0.02463059692444014 -0.0063044260800032342 0.0089613400446251039 -0.0081646816185528982 0.0017009181433271917 0.020251312460272744 0.01049734605081089 0.0028535037761185929 -0.015516898239631269 1.7418367621343196e-05 0.00013365453677079939 leaf_weight=9409 197 28 104 510 22 466 87 21 924 42 30 115 20 372 21 106 2990 362 44 28 101 100 817 9965 39 109 215 59 1266800 37118 leaf_count=9409 197 28 104 510 22 466 87 21 924 42 30 115 20 372 21 106 2990 362 44 28 101 100 817 9965 39 109 215 59 1266800 37118 internal_value=1.55811e-05 -0.00188266 -0.00572299 -0.000175844 0.006646 -0.00472712 0.000991022 0.0107232 -0.00136039 -0.00620812 0.0208413 1.90539e-05 -0.000918587 0.00469241 0.0121543 0.00844645 2.61122e-05 -0.0021409 -0.00467077 0.00152617 -0.00546668 0.00129048 -0.00692396 2.93852e-05 0.000701008 0.00386734 0.002199 -0.00110217 3.34704e-05 0.000465362 internal_weight=1.33122e+06 2431 748 1683 249 720 254 108 1434 146 52 1.32879e+06 9928 519 147 127 1.31886e+06 1989 1177 812 1133 201 932 1.31687e+06 784 422 383 274 1.31388e+06 47083 internal_count=1331221 2431 748 1683 249 720 254 108 1434 146 52 1328790 9928 519 147 127 1318862 1989 1177 812 1133 201 932 1316873 784 422 383 274 1313883 47083 cat_boundaries=0 1 2 cat_threshold=5634 6448 is_linear=0 shrinkage=0.05 Tree=773 num_leaves=31 num_cat=2 split_feature=12 89 40 28 85 127 0 41 123 6 22 17 136 38 31 24 36 31 36 39 52 72 35 32 120 56 37 28 60 136 split_gain=3.36423 6.83518 6.40404 8.99557 9.11613 7.29686 8.98042 6.72852 7.80981 7.59722 7.12874 6.05367 6.05036 9.56592 12.4286 9.10571 7.73655 6.87447 6.97172 6.03809 5.96886 6.52378 5.91248 5.89811 6.5708 5.75512 5.7284 7.18339 5.88825 7.71025 threshold=5.5950000286102304 -0.99625250697135914 0.15000000223517421 997.54998779296886 0.76632201671600353 -0.25037047266960138 334.50000000000006 10.150000095367433 0.095842104405164733 10.449999809265138 8.2750000953674334 18.219999313354496 0 12.050000190734865 1001.8500061035157 325.50000000000006 8.8499999046325701 1006.4500122070314 15.650000095367433 15.449999809265138 113.14500045776369 0.92609113454818737 12.550000190734865 14.650000095367433 0.58068084716796886 309.54522705078131 10.550000190734865 1016.9500122070314 0.93688204884529125 1 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=20 -2 3 25 12 7 -7 8 -4 -10 -9 -12 17 15 -15 16 -14 -5 -19 -6 -1 26 -18 24 -16 -3 27 -22 29 -28 right_child=1 2 5 4 19 6 -8 10 9 -11 11 -13 13 14 23 -17 22 18 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=9.1283189441819101e-06 -0.010094725221170784 -0.0084366293212603024 0.008947451170617798 0.011321297849024662 -0.0045170012292964625 -0.015584162761229368 0.0039853480275875578 0.0058960898732766517 -0.018941416003046527 0.0053330705905065062 -0.015930775692551854 0.0038217956200242045 0.019825794305162212 0.030275372704491023 0.0060120336150299904 0.029096848309040069 -0.0053008058646077418 -0.010995256000851893 0.019439284929207393 0.006040147068261198 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internal_count=1331221 4089 3874 2906 2515 968 314 654 351 129 303 223 1594 1331 817 514 489 263 202 921 1327132 11894 451 757 706 391 11221 725 10496 9899 cat_boundaries=0 1 2 cat_threshold=5126 532 is_linear=0 shrinkage=0.05 Tree=774 num_leaves=31 num_cat=0 split_feature=90 33 72 135 109 71 99 131 125 12 9 106 84 101 17 64 16 9 68 89 68 104 32 122 24 29 38 7 120 25 split_gain=3.33201 5.03644 4.40288 7.14899 6.4102 6.33646 7.08439 6.28206 5.96724 4.92753 6.16383 5.74174 4.69194 4.51988 4.21115 3.98539 5.21179 3.89955 3.72397 3.7107 3.66323 3.8004 5.13255 7.97467 5.34678 4.0847 3.63581 4.42936 3.63506 3.58874 threshold=-0.99944975972175587 7.9500000476837167 0.82430273294448864 1022.5499877929689 -0.84135028719902027 273.48937988281256 -0.99133175611495961 154.50000000000003 -0.64942333102226246 3.7050000429153447 16.050000190734867 -0.91492855548858631 0.74424746632576 -0.31246267259120936 15.405000209808351 39.475000381469734 11.269999980926515 7.7500000000000009 287.20600891113287 -0.95703744888305653 292.12284851074224 -0.56744146347045887 12.250000000000002 1.0000000180025095e-35 263.50000000000006 1006.7500000000001 11.449999809265138 0.94999998807907116 -0.60873827338218678 127.50000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 9 4 5 7 -7 19 -8 10 -3 -12 13 -6 15 18 -17 -1 26 -4 21 25 23 -23 -25 -11 -15 -28 -19 -2 right_child=29 2 3 -5 12 6 8 -9 -10 20 11 -13 -14 14 -16 16 -18 28 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.001976103082979319 -0.0011523568962846487 -0.0009553071715072102 0.0081428177150855985 0.021413257811573425 0.020073348427485191 0.044229763103205533 -0.0049382810120380694 -0.022296999894421212 0.025841901909370791 -0.032582350587472324 0.027362333478466158 0.0041965065226675221 0.00073409209958227688 -0.0071210866033291553 0.0043474398472952954 -0.031533671046296757 -0.0073104452395102992 -0.022565805723636666 -0.0097945064278541216 -0.010442195868780537 0.010599878391829031 0.030675622345491621 -0.0097883399157823684 -0.015740331123982158 0.016172585334806217 -0.010245027329932677 0.023415583237268344 0.0010983602406722279 -0.0068575816488698847 2.9865767540227189e-05 leaf_weight=506 6451 12891 201 41 21 21 31 22 32 24 31 195 5131 131 152 24 297 44 126 31 29 24 120 35 21 139 24 302 226 1303898 leaf_count=506 6451 12891 201 41 21 21 31 22 32 24 31 195 5131 131 152 24 297 44 126 31 29 24 120 35 21 139 24 302 226 1303898 internal_value=1.4062e-05 -0.00061271 -0.000460085 0.000599782 0.000469419 0.00717498 0.0190795 0.00323805 0.0106961 -0.000976877 -0.000811795 0.00737412 0.000104329 -0.00289596 -0.00335274 -0.00464746 -0.00912153 -0.00456523 -0.00218403 0.00565948 -0.0065008 -0.00786697 -0.00324837 0.0065616 -0.00377299 -0.013534 -8.57408e-05 0.00274135 -0.00941744 2.40455e-05 internal_weight=1.33122e+06 20872 20096 6587 6546 338 84 254 63 13509 13117 226 6208 1077 1056 904 321 776 583 232 392 363 200 80 56 163 457 326 270 1.31035e+06 internal_count=1331221 20872 20096 6587 6546 338 84 254 63 13509 13117 226 6208 1077 1056 904 321 776 583 232 392 363 200 80 56 163 457 326 270 1310349 is_linear=0 shrinkage=0.05 Tree=775 num_leaves=31 num_cat=0 split_feature=81 1 85 39 11 66 65 15 100 107 20 30 38 99 8 39 54 53 43 97 28 37 79 97 123 32 33 35 39 27 split_gain=5.05116 5.88412 6.74757 6.49256 5.71514 6.80521 5.02376 7.20128 9.75937 6.40036 7.45614 5.18203 5.47728 4.80637 4.82772 8.02587 5.57684 9.853 8.3091 5.99387 5.48643 4.73843 4.57054 5.1571 4.36984 4.53437 4.34159 19.6474 14.2368 14.6504 threshold=334.75581359863287 51.500000000000007 0.89586934447288524 14.050000190734865 16.650000572204593 5.4549999237060556 0.76499998569488536 1.2649999856948855 0.89275148510932933 -0.1209040805697441 6.1749999523162851 1025.2500000000002 12.050000190734865 -0.21502386778593061 15.150000095367433 9.1500000953674334 9.8750000000000018 3.5949999094009404 6.0499999523162851 -0.54816946387290943 1008.2500000000001 7.6499998569488534 13.065000057220461 -0.48477798700332636 -0.043617725372314446 9.9499998092651385 14.050000190734865 14.150000095367433 13.34999990463257 248.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 4 13 21 6 -6 -2 8 -8 -9 22 12 -12 14 15 -3 17 -16 19 -19 -17 -4 -11 -24 -23 -26 27 -1 29 -28 right_child=1 2 3 -5 5 -7 7 9 -10 10 11 -13 -14 -15 16 20 -18 18 -20 -21 -22 24 23 -25 25 -27 28 -29 -30 -31 leaf_value=2.6568731139410483e-05 -0.0053252931349512559 -0.011185597502968249 0.01578036437664802 0.00071275246550908092 0.0072273772633211185 -0.016369017614284533 0.0053688673316107114 -0.00017297004685420408 0.032457650495642747 -0.0022826606582384557 0.0090499385420685034 -0.0098881571551319228 -0.0022958287144090039 0.002944380036287603 0.00078225866974972788 -0.014740912687613981 -0.0047493501587288472 0.016717316672189297 0.041278116971902229 -0.0016208247788174934 -0.0013285339020232528 -0.0089488208333512627 0.033463736261218423 0.011954443002569266 -0.014391124015018134 -0.00064235233256612655 0.001838363687021448 0.0010481259836694716 -4.5851652336183103e-05 -0.0019877178985354786 leaf_weight=820397 297 218 24 462 44 100 328 3174 37 32 256 75 182 731 831 77 278 112 23 74 7789 771 41 87 71 386 2939 49932 423572 16825 leaf_count=820397 297 218 24 462 44 100 328 3174 37 32 256 75 182 731 831 77 278 112 23 74 7789 771 41 87 71 386 2939 49932 423572 16825 internal_value=9.38227e-06 -0.000860005 -0.00145175 -0.00435311 0.000646624 -0.00915901 0.000959778 0.00140296 0.00811485 0.000766137 0.00519515 0.00225601 0.00433549 -0.000960978 -0.00126462 -0.0017221 0.00154138 0.00322293 0.0129272 0.0094215 -0.00145983 -0.00622247 0.0146188 0.0188441 -0.00665249 -0.00277838 2.0302e-05 8.51769e-05 -0.000107056 -0.00141876 internal_weight=1.33016e+06 16500 11847 1714 4653 144 4509 4212 365 3847 673 513 438 10133 9402 8084 1318 1040 209 186 7866 1252 160 128 1228 457 1.31366e+06 870329 443336 19764 internal_count=1330165 16500 11847 1714 4653 144 4509 4212 365 3847 673 513 438 10133 9402 8084 1318 1040 209 186 7866 1252 160 128 1228 457 1313665 870329 443336 19764 is_linear=0 shrinkage=0.05 Tree=776 num_leaves=31 num_cat=0 split_feature=117 32 125 40 43 126 36 20 13 6 53 127 10 32 63 78 92 38 34 30 43 29 43 13 64 96 11 13 32 38 split_gain=4.80137 9.5308 15.5539 9.51542 10.2291 8.6713 8.63588 8.08206 8.00292 7.69777 7.50129 9.98559 6.60089 6.37929 12.5758 6.14681 6.0146 5.83216 6.2181 5.82934 6.12184 5.82506 5.71664 5.89781 5.59257 5.48152 6.35014 6.71233 5.40148 10.0813 threshold=0.87032255530357372 11.050000190734865 0.99140709638595592 7.0499999523162851 5.4500000476837167 0.98624804615974437 9.3499999046325701 7.4549999237060556 1.0850000381469729 9.0500001907348651 1.0649999976158144 0.93663650751113903 5.5499999523162851 9.1500000953674334 0.41892817616462713 42.024999618530281 -0.4332758337259292 11.550000190734865 13.050000190734865 1013.0499877929689 9.5500001907348651 1011.1499938964845 10.34999990463257 3.7649999856948857 11.97499990463257 -0.6200260818004607 18.750000000000004 4.3550000190734872 11.84999990463257 12.150000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 16 4 10 -4 -5 -8 -6 28 11 -2 -13 14 -10 -14 -3 18 22 20 -9 -15 23 -18 -24 -11 27 -27 -7 -30 right_child=1 2 5 6 8 9 7 19 13 25 -12 12 15 21 -16 -17 17 -19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 29 -31 leaf_value=2.5287912378839529e-05 -0.00069540185581842102 0.00080424383223278882 -0.00044263830419541113 -0.012049766283297616 0.035561102684587245 -0.0023585695007411769 -0.0043487460838430858 -0.0253638820805853 0.0062227188882304271 -0.0023949058780691323 0.00022754296066316104 0.0015112385264812755 -0.0081708012862256752 -0.021291996236167118 0.042356210813990665 0.0026972867170115935 -0.00028331323325516165 -0.0015408317305933466 -0.0058112925257579199 0.0091984514597021616 0.010855227801948787 0.0020613178933571261 0.0032736344319854054 0.011090720008604792 0.01519964273168665 0.0084871118440298862 -0.018778362572193147 0.02543508800833176 0.0088187873764305758 0.00060777283707571508 leaf_weight=1291782 2042 5846 1554 325 20 464 2093 28 172 118 3157 260 1348 28 28 144 2698 13553 341 193 20 576 677 119 115 804 20 63 609 968 leaf_count=1291782 2042 5846 1554 325 20 464 2093 28 172 118 3157 260 1348 28 28 144 2698 13553 341 193 20 576 677 119 115 804 20 63 609 968 internal_value=8.91316e-06 -0.00054218 -6.07784e-05 -0.00183169 -0.000948671 0.00259665 -0.00441365 -0.00335035 0.00431875 0.00414723 -0.00157309 -0.00307141 -0.0058407 0.00354157 0.0112814 -0.00712187 -0.000584321 -0.0010481 0.000642525 0.0053204 -0.0102726 0.000978714 0.00125232 0.000197166 0.00500531 0.00772924 0.00907608 0.00971863 0.00238343 0.00377867 internal_weight=1.33016e+06 38383 27949 10434 7775 4600 2659 2334 824 3046 6951 3794 1752 804 200 1492 23349 17503 3950 241 48 604 3609 2817 792 1005 887 867 2041 1577 internal_count=1330165 38383 27949 10434 7775 4600 2659 2334 824 3046 6951 3794 1752 804 200 1492 23349 17503 3950 241 48 604 3609 2817 792 1005 887 867 2041 1577 is_linear=0 shrinkage=0.05 Tree=777 num_leaves=31 num_cat=0 split_feature=81 79 55 65 53 108 124 127 17 31 30 28 120 7 8 110 2 15 116 74 5 110 66 5 66 3 68 62 15 112 split_gain=4.51797 5.42793 6.46098 7.72426 5.67661 5.01581 4.8374 4.65742 4.53072 4.34269 19.6206 14.5508 22.7001 19.358 21.3146 25.262 20.0746 74.2967 17.9504 16.348 14.1498 13.9841 13.7776 13.1395 12.2049 11.986 16.7273 11.9648 11.7383 17.7075 threshold=334.75581359863287 8.0150003433227557 15.815000057220461 0.80500000715255748 0.37500000000000006 0.96702086925506603 0.99901017546653759 -0.50751903653144825 9.5450000762939471 1017.3500061035157 1019.3500061035157 1016.6499938964845 0.31729258596897131 7.0499999523162851 13.150000095367433 -0.61962181329727162 334.50000000000006 2.9250000715255742 -0.44618082046508784 0.81663230061531078 10.250000000000002 -0.94382983446121205 50.895000457763679 3.5499999523162846 14.215000152587892 125.50000000000001 272.81726074218756 0.82430481910705578 3.2849999666213994 -0.93038213253021229 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 4 3 5 8 -3 -6 -4 -2 10 -1 12 20 14 15 -14 19 -18 -17 -15 21 25 -13 24 -20 26 -11 -21 -16 -30 right_child=1 2 7 -5 6 -7 -8 -9 -10 11 -12 22 13 16 28 18 17 -19 23 27 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-2.9551877950301091e-05 0.0056008132563438269 -0.0029104145972486716 -0.022581757964552241 -0.00048569741460430986 -8.0257327959303243e-05 -0.012051628687109579 0.0081855538989754114 -0.0036341563064294815 0.025343528543325035 0.070267499912352802 -0.0030464753602448993 5.9500853697626166e-06 0.016418732482625681 0.0055521429409027987 -0.012253748535318939 0.0096530247630801091 -1.2442679144442082e-05 0.10857195159339386 0.00014273476158256477 0.034129084347220201 -0.0015289107058832044 0.00087816984744612352 0.0019302380601832897 0.0037529469833880234 -0.0093801998020967246 0.0052677255035156294 0.012471912879376643 0.001318984793033451 -0.0090351572135647009 0.031922346985499776 leaf_weight=839477 200 439 33 10467 3026 228 188 1885 34 21 5424 413504 335 1260 365 714 50 23 1897 91 7079 30858 9516 2374 409 84 31 40 71 42 leaf_count=839477 200 439 33 10467 3026 228 188 1885 34 21 5424 413504 335 1260 365 714 50 23 1897 91 7079 30858 9516 2374 409 84 31 40 71 42 internal_value=8.4675e-06 -0.000813755 -0.00127987 -0.000818146 0.000950658 -0.00603515 0.000403244 -0.00396016 0.00846941 1.87948e-05 -4.89196e-05 0.000140843 0.000987972 0.00346939 0.00224954 0.00309588 0.00864122 0.0341991 0.00226845 0.00729993 0.000488014 0.000948677 4.92377e-05 0.00114183 -0.00154629 0.0169466 0.0358124 0.0241107 -0.00789409 0.00618799 internal_weight=1.33016e+06 16500 13052 11134 3448 667 3214 1918 234 1.31366e+06 844901 468764 45744 7671 6207 5729 1464 73 5394 1391 38073 30994 423020 4680 2306 136 52 131 478 113 internal_count=1330165 16500 13052 11134 3448 667 3214 1918 234 1313665 844901 468764 45744 7671 6207 5729 1464 73 5394 1391 38073 30994 423020 4680 2306 136 52 131 478 113 is_linear=0 shrinkage=0.05 Tree=778 num_leaves=31 num_cat=0 split_feature=80 35 121 55 64 4 43 39 79 127 116 29 106 107 85 11 32 79 98 115 89 110 83 127 8 31 79 41 28 26 split_gain=4.18366 7.58529 8.48038 5.72072 8.68323 7.92549 8.59174 12.358 6.20547 6.10664 6.02511 5.99166 5.37486 5.30016 5.01484 4.89754 5.21333 5.14896 4.87301 4.72653 4.69896 4.58905 4.57564 11.6662 15.109 21.0295 9.45024 12.6297 13.1568 13.6524 threshold=332.34812927246099 16.94999980926514 -0.82409480214118946 15.494999885559084 2.0749999284744267 8.5500001907348651 8.4499998092651385 11.250000000000002 2.1250000000000004 -0.70088258385658253 0.95878320932388317 1015.3500061035157 -0.067661471664905534 -0.81172335147857655 0.82675814628601085 12.34999990463257 10.750000000000002 8.0150003433227557 -0.78076827526092518 -0.73724925518035878 -0.73405009508132923 0.7902890443801881 316.88766479492193 -0.13052122294902799 8.4499998092651385 1016.9500122070314 15.22499990463257 0.45000000298023229 997.54998779296886 272.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=22 3 -3 4 8 9 14 -8 -2 20 -10 -12 -6 18 -7 17 -17 -13 -11 -16 -5 -21 26 24 -24 -26 -1 -28 29 -29 right_child=1 2 -4 5 12 6 7 -9 10 13 11 15 -14 -15 19 16 -18 -19 -20 21 -22 -23 23 -25 25 -27 27 28 -30 -31 leaf_value=4.2220364338264344e-05 0.0044004500894747958 0.030617650339920678 0.0036580782335429254 -0.0038723153824155986 -0.00011845539085949712 -0.0014198110860810188 0.033262404856984229 -0.0041417732790467289 -0.0015955158380023223 0.0044064749023318599 -0.010816428376082099 0.00039580284540528007 0.0036127153169419179 -0.00094765822499899642 -0.013140840016139644 -0.014472608558814196 0.011754666667968398 -0.0079487669733877622 0.026445264356831713 0.015596859557505619 -0.032294236152217937 -0.0066483241211852716 -0.00095093746501826327 0.0005018469584844161 -0.016109679376016262 0.0036045028834300824 -0.00028235634942594206 0.00047048894481526484 -0.0025448570800222768 0.043191155104432256 leaf_weight=1084256 314 31 494 33 11951 370 34 63 2832 153 398 294 1050 1656 330 24 90 498 30 24 26 682 5076 86854 394 206 124090 45 7835 32 leaf_count=1084256 314 31 494 33 11951 370 34 63 2832 153 398 294 1050 1656 330 24 90 498 30 24 26 682 5076 86854 394 206 124090 45 7835 32 internal_value=8.04413e-06 -0.000685792 0.00524998 -0.000835239 -0.000469632 -0.00271122 -0.00542359 0.00896897 -0.00237601 -0.000563335 -0.00289047 -0.00570282 0.000182885 -5.53417e-05 -0.00641653 -0.00345645 0.00623314 -0.00485116 0.00801939 -0.00820107 -0.0163972 -0.00589211 1.93769e-05 0.000358325 -0.00183785 -0.00934114 -6.40948e-06 -0.000405852 -0.00234273 0.0182245 internal_weight=1.33016e+06 21377 525 20852 17451 3401 1503 97 4450 1898 4136 1304 13001 1839 1406 906 114 792 183 1036 59 706 1.30879e+06 92530 5676 600 1.21626e+06 132002 7912 77 internal_count=1330165 21377 525 20852 17451 3401 1503 97 4450 1898 4136 1304 13001 1839 1406 906 114 792 183 1036 59 706 1308788 92530 5676 600 1216258 132002 7912 77 is_linear=0 shrinkage=0.05 Tree=779 num_leaves=31 num_cat=2 split_feature=120 121 65 105 136 0 12 95 113 4 122 119 8 115 4 122 83 91 136 28 3 122 3 12 22 84 33 109 64 37 split_gain=3.99989 11.0213 16.1042 15.2065 13.5241 24.4248 16.4974 13.5043 12.5945 11.6297 11.1094 10.7208 10.841 10.1881 10.1048 12.8246 11.1043 11.8976 11.0359 10.0796 10.2355 9.68553 8.79403 9.65259 8.7325 8.46858 8.38794 8.30613 8.01667 8.98134 threshold=-0.68832838535308827 -0.73724925518035878 58.649999618530281 -0.63991490006446827 0 288.50000000000006 1.8049999475479128 0.036268025636672981 -0.9366365075111388 5.5499999523162851 -0.97988739609718312 -0.93038213253021229 15.550000190734865 -0.53727915883064259 7.9500000476837167 -0.9099266231060027 302.69789123535162 -0.75207716226577748 1 1027.2500000000002 294.50000000000006 -0.78257837891578663 206.50000000000003 3.0749999284744267 6.0150001049041757 0.8765520751476289 15.150000095367433 -0.33031125366687769 37.864999771118171 14.34999990463257 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 7 5 6 -1 -4 9 28 25 -5 -13 26 -3 16 -16 -18 22 21 -21 -7 23 -17 -10 -6 -11 -26 -8 -30 right_child=-2 14 3 11 10 19 8 -9 24 13 -12 12 -14 -15 15 18 17 -19 -20 20 -22 -23 -24 -25 27 -27 -28 -29 29 -31 leaf_value=-0.00035716492560543419 -5.1478855655040722e-05 0.00028010958892391361 -0.013197913805818105 0.037760985401217584 -0.00028923522915070079 -0.0023218951251978682 0.0028365432238794349 -0.0034190097547129347 0.01724667995749565 0.01423080012923697 0.00032313516618941596 -0.0026348617876607444 0.02452173903964612 -0.011569688735982858 0.0060113414053791763 -0.00083625254019977576 0.043180599304932087 0.001929478989592914 0.0020155343112021823 -0.0031507730107737837 0.02562064587685239 -0.00064837779590922427 0.00034062051556280092 -0.013481373270897538 -0.012391545544466321 -0.0023770856171734739 0.04656953627154941 0.001872438048803848 0.0085788592442192831 0.048988893628120422 leaf_weight=6107 907999 112103 449 27 45305 17453 824 1652 89 444 182836 147 49 37 538 393 44 29 16397 56 69 17133 11363 245 106 5440 21 2746 44 20 leaf_count=6107 907999 112103 449 27 45305 17453 824 1652 89 444 182836 147 49 37 538 393 44 29 16397 56 69 17133 11363 245 106 5440 21 2746 44 20 internal_value=7.64192e-06 0.000134799 -4.62229e-05 -0.00419117 -1.16631e-05 -0.000803748 0.00131681 -0.00550884 0.00367723 0.00759922 0.000141468 0.00822326 0.00415429 0.013682 0.000495343 0.0013271 0.00849428 0.0267932 0.00117289 -0.00144166 0.0127311 -0.00149288 1.9889e-05 -0.00569214 0.00182359 -0.000513058 0.0156913 0.00134229 0.00416054 0.021207 internal_weight=1.33016e+06 422166 281054 2324 278730 45149 10438 2101 4331 1390 233581 223 196 502 141112 29009 611 73 28398 34711 125 34586 12001 638 2941 50745 465 2852 888 64 internal_count=1330165 422166 281054 2324 278730 45149 10438 2101 4331 1390 233581 223 196 502 141112 29009 611 73 28398 34711 125 34586 12001 638 2941 50745 465 2852 888 64 cat_boundaries=0 1 2 cat_threshold=4101 364 is_linear=0 shrinkage=0.05 Tree=780 num_leaves=31 num_cat=3 split_feature=6 7 127 100 136 16 9 127 6 86 34 111 126 136 24 7 136 77 57 4 124 32 26 11 112 18 127 31 32 23 split_gain=4.82544 14.7222 22.0391 16.6734 15.381 14.7949 12.2704 12.7626 12.6228 11.9584 14.5548 13.516 11.5655 17.9999 15.1346 13.9634 13.1093 13.7457 16.2738 15.0892 16.0402 16.5538 13.8963 13.655 21.2778 13.6652 16.7367 13.6092 16.665 32.2442 threshold=5.3500001430511483 7.5499999523162851 -0.90255093574523915 0.048153450712561614 0 7.4149999618530282 5.1499998569488534 -0.64942333102226246 7.5499999523162851 0.73180982470512401 11.650000095367433 -0.29584680497646326 0.7933231294155122 1 293.50000000000006 6.0499999523162851 2 12.305000305175783 283.78015136718756 8.0500001907348651 0.70088258385658275 11.34999990463257 303.50000000000006 10.250000000000002 -0.9099266231060027 7.4149999618530282 -0.98897820711135853 997.35000610351574 8.8499999046325701 6.8650000095367441 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 -4 7 8 -2 -5 11 -11 16 -14 15 -15 17 18 19 -8 21 22 27 -18 25 26 -25 28 29 -21 right_child=6 2 4 9 -6 -7 12 -9 -10 10 -12 -13 13 14 -16 -17 23 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=2.5962581383018164e-05 0.0018270613231882518 -0.0017262283194403568 0.0051977782140165971 0.0043886268441847296 -0.00044280919617237783 0.0010660046938170814 -0.00036393376455981247 0.00040060485026718678 0.0079898769707758052 0.013152818272712898 0.0054971569668974185 0.03474184028701089 0.00073486413691771664 0.00029437223463843313 5.4951509958439296e-05 -0.0020717237053235159 -0.00086844094258846632 -0.00067167513875920058 0.002767255226083691 0.079772993962725872 -0.00061004427542809495 0.0026353453591401446 0.0080033610299413381 0.021007293166390571 -0.00064111570878409071 0.0004796313754626678 0.0027841405364894458 -0.0023005594083948858 0.0014365369606191133 0.0035629992971995049 leaf_weight=703411 3953 804 2621 2147 15991 12497 42663 30876 1052 287 472 97 76211 9439 96644 18372 142817 40304 6982 23 9403 16038 408 129 60620 26647 5414 3908 127 35 leaf_count=703411 3953 804 2621 2147 15991 12497 42663 30876 1052 287 472 97 76211 9439 96644 18372 142817 40304 6982 23 9403 16038 408 129 60620 26647 5414 3908 127 35 internal_value=-9.56596e-06 7.57065e-05 0.00107784 0.00466876 0.000638396 0.00178115 -0.000115904 0.000780268 0.00312242 0.0063809 0.0113779 0.0186063 -0.000173719 0.000129766 -0.00024081 -0.00126868 -0.000345015 8.06449e-05 0.000461641 0.000239923 0.00110033 0.00188336 -0.00079611 -0.000561578 -8.94345e-05 0.000949488 0.00320824 -0.00167326 0.011578 0.0337842 internal_weight=1.33039e+06 738327 34916 3807 31109 15118 592065 35881 5005 3003 856 384 556184 200666 124455 27811 355518 119891 79587 72605 29942 20539 4501 235627 92810 32190 5543 4093 185 58 internal_count=1330392 738327 34916 3807 31109 15118 592065 35881 5005 3003 856 384 556184 200666 124455 27811 355518 119891 79587 72605 29942 20539 4501 235627 92810 32190 5543 4093 185 58 cat_boundaries=0 1 2 3 cat_threshold=6532 4181 1440 is_linear=0 shrinkage=0.05 Tree=781 num_leaves=31 num_cat=3 split_feature=72 89 87 55 70 17 22 58 31 20 28 36 105 31 53 28 35 127 16 2 61 5 29 7 136 136 20 52 15 136 split_gain=4.37937 9.71318 11.0693 8.90624 10.5778 15.5187 16.003 10.1262 9.80992 15.0815 16.8291 15.0688 17.799 17.4472 20.7343 23.3185 16.388 27.3937 15.9267 12.723 14.3329 12.2749 11.2322 11.7877 10.3247 9.74977 9.22105 9.12104 9.01153 8.45618 threshold=0.85326293110847484 -0.767657309770584 0.73269781470298778 55.784999847412116 296.87913513183599 13.344999790191652 7.0350000858306894 279.44630432128912 1016.5499877929689 9.2849998474121112 1021.1499938964845 13.250000000000002 -0.96688842773437489 1024.7500000000002 43.145000457763679 1025.2500000000002 10.34999990463257 0.31729258596897131 13.344999790191652 2.5000000000000004 0.69411236047744762 1.0000000180025095e-35 1020.2500000000001 6.5499999523162851 0 1 10.894999980926515 5.9449999332427987 1.9149999618530276 2 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 1 left_child=-1 3 -3 8 5 26 -7 -6 25 10 -10 22 13 16 -15 -16 17 18 -13 20 -18 -22 23 -11 -12 -2 -5 -26 -23 -14 right_child=1 2 -4 4 7 6 -8 -9 9 11 24 12 29 14 15 -17 19 -19 -20 -21 21 28 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-3.9542452552085374e-05 -0.0017350900928575096 -0.0040785161869557329 -0.00024949338272802759 -0.0050099838001061246 0.024815219853901203 0.032027273039382541 -0.000488599455793155 0.0010092620656105217 0.0017254812264229456 -0.003290448457058677 0.0014050171538805035 0.079165114384144544 0.0047340526856422989 0.009671956195961685 0.094734162390232093 0.021632655997139715 0.053428682655096052 -0.01109812737309507 0.025526731525878272 0.004971742117356525 0.00011944032021540596 0.044846645425501708 0.003195178557906176 0.0085848578336408989 -0.0041327937802359037 0.00049034131964468088 0.013361531788749353 -0.00056235021918310654 0.014262464442762777 -0.0015055405056565569 leaf_weight=1195638 5651 2009 31205 2815 45 38 8990 6087 18660 1663 4160 25 1386 60 20 24 25 28 31 1477 94 37 2761 239 2555 37680 70 5964 69 886 leaf_count=1195638 5651 2009 31205 2815 45 38 8990 6087 18660 1663 4160 25 1386 60 20 24 25 28 31 1477 94 37 2761 239 2555 37680 70 5964 69 886 internal_value=-9.08755e-06 0.000261131 -0.000481098 0.000503916 -0.000503364 -0.00137189 -0.000351736 0.00118396 0.00072161 0.00128454 0.00077039 0.00311036 0.00529729 0.00888229 0.0287902 0.0548606 0.00772304 0.0292822 0.0494724 0.00665901 0.017735 0.0132733 0.00115841 -0.00179823 -0.000635241 0.000199825 -0.00456423 -0.00163128 0.0249381 0.00231504 internal_weight=1.33039e+06 134754 33214 101540 18045 11913 9028 6132 83495 40164 31339 8825 4162 1890 104 44 1786 84 56 1702 225 200 4663 1902 12679 43331 2885 8519 106 2272 internal_count=1330392 134754 33214 101540 18045 11913 9028 6132 83495 40164 31339 8825 4162 1890 104 44 1786 84 56 1702 225 200 4663 1902 12679 43331 2885 8519 106 2272 cat_boundaries=0 1 2 3 cat_threshold=5270 1120 2817 is_linear=0 shrinkage=0.05 Tree=782 num_leaves=31 num_cat=3 split_feature=6 8 9 9 121 136 37 9 127 19 11 29 126 86 8 13 19 18 119 136 136 14 40 37 116 125 35 107 122 121 split_gain=4.29899 13.7851 20.1719 18.1866 13.1177 16.3125 11.4359 11.0463 11.5077 12.3291 12.665 12.0242 11.1816 10.8997 10.506 14.4478 12.0473 16.067 12.7829 14.3704 11.6122 26.7896 18.4846 17.7888 15.5386 15.4171 15.2187 15.2101 14.8634 14.8099 threshold=5.3500001430511483 6.3500001430511483 5.2500000000000009 7.4500000476837167 0.95878320932388317 0 10.949999809265138 5.1499998569488534 -0.64942333102226246 10.405000209808351 6.4500000476837167 1022.8500061035157 0.46173103153705602 0.81834906339645397 12.050000190734865 2.1049998998641972 8.7100000381469744 14.039999961853029 -0.43049471080303187 1 2 2.6250000000000004 10.449999809265138 10.650000095367433 0.26722820103168493 0.99140709638595592 12.050000190734865 -0.72777476906776417 0.44618082046508795 0.90255093574523937 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 6 -4 8 9 -2 -11 12 -12 -13 -9 16 -16 18 -18 -20 21 24 27 -23 -17 28 -26 -22 -25 -24 right_child=7 2 4 -5 -6 -7 -8 14 -10 10 11 13 -14 -15 15 20 17 -19 19 -21 22 23 29 25 26 -27 -28 -29 -30 -31 leaf_value=-6.76702494284841e-05 -0.00043106235716424839 0.0016950939752124331 0.0042286522361961315 0.0022811301748665862 -0.0024705798359438464 -4.5957265867807459e-05 0.0009916657827365098 -0.00029994632632408629 0.00038078049730905082 0.0010468833518423898 0.0048338774561186952 0.01444790457936174 0.020253993253504094 0.049578295379877096 0.00011206052676215741 -0.0021925125281926565 -0.00072019109386239021 -0.0011745398623284077 0.0057994275612957644 0.0021342599580831223 -0.0010866665589096061 -0.011300335893919424 -0.0019516277791648358 0.00060571535898471592 0.010124016509890858 -0.023397914373250072 0.0035077389279995156 0.00036053588745112771 -0.0092594447975764341 -0.023948486928235403 leaf_weight=585687 1742 28761 3038 8359 4374 81322 26786 399504 30876 1340 1582 189 127 25 15946 840 2253 3223 4066 7913 24826 347 12259 12343 1170 69 3380 67574 394 77 leaf_count=585687 1742 28761 3038 8359 4374 81322 26786 399504 30876 1340 1582 189 127 25 15946 840 2253 3223 4066 7913 24826 347 12259 12343 1170 69 3380 67574 394 77 internal_value=-8.6319e-06 7.18547e-05 0.00051024 -3.46196e-05 0.000215247 0.000320944 0.00132096 -0.000109002 0.000741296 0.00296533 0.00477854 0.00737887 0.00597978 0.0185519 -0.000163857 0.000183145 0.00110557 0.00201318 0.00273508 0.00338494 -6.67735e-05 0.00108619 -0.000270977 -0.000129822 0.00405557 0.000172862 0.00520907 -2.8298e-05 0.000300551 -0.00208893 internal_weight=1.33039e+06 738327 144281 594046 115520 111146 29824 592065 35881 5005 3263 1923 1709 214 556184 156680 33401 17455 14232 11979 123279 18543 104736 13153 5390 12806 4550 92400 12737 12336 internal_count=1330392 738327 144281 594046 115520 111146 29824 592065 35881 5005 3263 1923 1709 214 556184 156680 33401 17455 14232 11979 123279 18543 104736 13153 5390 12806 4550 92400 12737 12336 cat_boundaries=0 1 2 3 cat_threshold=326 1402 1536 is_linear=0 shrinkage=0.05 Tree=783 num_leaves=31 num_cat=1 split_feature=74 61 79 136 70 123 111 59 84 135 132 89 37 31 9 67 78 79 5 14 29 37 14 31 23 37 30 78 29 59 split_gain=3.93329 9.62545 10.0799 9.18277 12.2651 15.9492 13.5189 16.6306 11.4407 14.6324 10.071 10.0408 9.85201 13.513 9.28859 9.17502 8.59868 11.449 8.41067 8.42246 8.13558 7.64394 9.77241 11.8351 7.62058 7.55631 11.8718 13.4891 12.4877 13.2907 threshold=0.8426799774169923 0.6878262758255006 1.735000014305115 0 257.90109252929693 0.14780378341674807 -0.10640407353639601 276.88861083984381 0.74250411987304699 1019.2500000000001 1022.8500061035157 -0.70421445369720448 12.449999809265138 1008.4500122070314 12.650000095367433 24.925000190734867 20.714999198913578 26.914999961853031 4.7500000000000009 1.8750000000000002 1011.8500061035157 12.650000095367433 1.6349999904632571 1000.3500061035157 5.9449999332427987 12.949999809265138 1015.7500000000001 8.5749998092651385 1009.1499938964845 266.94924926757818 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 21 4 5 -2 7 10 16 15 12 24 14 -14 -6 -10 -9 -18 -7 -20 -17 22 -3 -24 -5 26 27 -15 -29 -30 right_child=3 2 -4 11 6 18 -8 8 9 -11 -12 -13 13 25 -16 20 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=1.7120253744024889e-06 -0.0068428302079175099 0.0070620804250184372 -0.00069809623601136761 0.0023417232704118682 -0.00054344256665395997 -0.0044351625707968979 0.00062513080548821367 -0.00037721673539164926 0.002813335125335702 0.04375546242642616 0.029348522182554005 -0.00095964771654656286 -0.011361355725185145 -0.0088020624546334154 -0.011554358368406872 0.0024951360247639303 0.01438694351786628 0.00091425777473467173 0.036013060852530455 0.0038663241434859345 0.012022840745612577 0.00022207595691453173 0.033610039290327291 -0.00054930345012193051 0.00012505004790611747 0.0033472451366297904 0.0037591398566622631 -0.0015066177922893654 0.060698882181064368 0.0209216361976273 leaf_weight=1083070 1155 1084 82511 4057 2178 376 33672 1089 714 28 30 22310 121 25 210 289 285 353 21 685 997 5682 26 1025 87514 625 154 22 42 42 leaf_count=1083070 1155 1084 82511 4057 2178 376 33672 1089 714 28 30 22310 121 25 210 289 285 353 21 685 997 5682 26 1025 87514 625 154 22 42 42 internal_value=-8.19734e-06 -3.96442e-05 -0.000535522 0.000226841 0.000848236 -0.00275654 0.00104572 0.00301159 0.00531397 0.00786082 0.000504929 -8.47951e-06 0.000251841 0.00433664 -0.00151174 0.00735829 0.00232323 0.00693262 0.00160544 0.00482253 0.0098817 0.0011805 0.0037312 0.000295742 0.000223258 0.00642396 0.0131711 0.0242356 0.0320275 0.0408103 internal_weight=1.33039e+06 1.1734e+06 90328 156994 43113 2237 40876 7204 3755 2028 3449 113881 3419 1031 2388 2000 1727 638 1082 706 1286 7817 2135 1051 91571 910 285 131 106 84 internal_count=1330392 1173398 90328 156994 43113 2237 40876 7204 3755 2028 3449 113881 3419 1031 2388 2000 1727 638 1082 706 1286 7817 2135 1051 91571 910 285 131 106 84 cat_boundaries=0 1 cat_threshold=4246 is_linear=0 shrinkage=0.05 Tree=784 num_leaves=31 num_cat=3 split_feature=6 7 127 100 136 17 136 36 31 32 20 22 136 4 4 13 13 79 122 35 14 30 15 109 12 24 60 13 39 43 split_gain=3.86827 13.0156 19.8553 14.9453 14.5501 13.1589 11.6181 22.3959 20.007 16.9023 10.2598 22.1674 13.9041 12.2855 11.6526 14.3738 12.5618 11.0983 11.0844 14.0381 13.2317 11.4551 10.7304 13.4844 16.2079 13.9161 13.5112 14.6351 13.174 14.4741 threshold=5.3500001430511483 7.5499999523162851 -0.90255093574523915 0.048153450712561614 0 7.4149999618530282 1 10.250000000000002 1015.1499938964845 9.6500000953674334 5.9349999427795419 5.5350000858306894 2 8.3499999046325701 10.250000000000002 2.1350001096725468 2.1550000905990605 12.805000305175783 -0.71322327852249134 14.250000000000002 0.76499998569488536 1029.2500000000002 2.0249999761581425 -1.0000000180025095e-35 1.9149999618530276 204.50000000000003 0.64104104042053234 4.2049999237060556 10.550000190734865 6.3500001430511483 decision_type=2 2 2 2 1 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 -4 -6 7 8 -5 -10 12 -12 13 -2 16 -16 18 -15 -14 20 -20 -22 23 28 -25 -26 27 -27 29 -13 right_child=10 2 4 6 5 -7 -8 -9 9 -11 11 22 14 17 15 -17 -18 -19 19 -21 21 -23 -24 24 25 26 -28 -29 -30 -31 leaf_value=2.178876412791019e-05 -0.00011312291941197111 -0.0016353357100392465 -0.0015153787554660807 0.0080018015804164348 0.0039579121272495165 0.0006728996522863853 0.00398605768346423 0.0085563002876933598 0.09174545077340944 0.028307651852567992 0.0021318846758739659 0.003219260741208567 -0.0011470305288280634 0.0036225528584800807 0.0010142073470605724 -0.00071564929449886698 -0.0023805668220119001 -0.00018627193094738069 0.0062586669484808628 0.00089446591713826138 -0.00073135972066458302 0.010596473697972085 -0.00017395739969367039 3.2301135425749771e-05 -0.0043017703322504987 0.0021249561598525196 -0.0005524948531386673 -0.015747122251803216 -0.0020474122097883193 0.040389760813020453 leaf_weight=703411 13710 804 6469 33 3564 21076 2131 797 21 21 12434 873 55392 5547 24527 23528 10680 2919 693 20696 60515 224 269775 46326 1024 29103 5988 115 7969 27 leaf_count=703411 13710 804 6469 33 3564 21076 2131 797 21 21 12434 873 55392 5547 24527 23528 10680 2919 693 20696 60515 224 269775 46326 1024 29103 5988 115 7969 27 internal_value=-7.78747e-06 6.85607e-05 0.00101082 0.0044192 0.000593715 0.00114759 0.00604019 0.0108895 0.0371357 0.0600266 -0.000102997 5.61467e-05 -0.000375217 0.000811307 -0.000509304 0.00016726 -0.00072872 0.0023093 -0.000600435 -0.000231778 -0.000611202 -0.000689584 -1.53088e-05 0.000452828 0.000651857 0.00144406 0.00161118 0.00205461 -0.00139981 0.00433438 internal_weight=1.33039e+06 738327 34916 3807 31109 24640 3003 872 75 42 592065 373634 218431 22176 196255 48055 148200 8466 137520 82128 61432 60739 361200 91425 82556 36230 35206 29218 8869 900 internal_count=1330392 738327 34916 3807 31109 24640 3003 872 75 42 592065 373634 218431 22176 196255 48055 148200 8466 137520 82128 61432 60739 361200 91425 82556 36230 35206 29218 8869 900 cat_boundaries=0 1 2 3 cat_threshold=1059 1046 1026 is_linear=0 shrinkage=0.05 Tree=785 num_leaves=31 num_cat=4 split_feature=31 12 29 110 136 66 32 124 136 55 67 28 124 41 136 81 29 32 18 12 117 136 14 8 52 126 59 110 61 110 split_gain=3.85933 11.8784 14.8782 13.8508 14.8487 11.5607 12.3611 12.9559 22.5033 13.2816 14.5301 11.8562 14.1965 11.9447 25.287 18.9603 19.1711 20.8636 11.6328 19.7212 19.2697 15.6899 21.5292 13.8485 12.4482 11.5464 11.5229 11.3991 11.056 10.886 threshold=1020.8500061035157 4.6349999904632577 1015.4500122070314 -0.26491540670394892 0 46.674999237060554 12.150000095367433 -0.63605400919914235 1 24.154999732971195 61.284999847412116 1019.1499938964845 0.90255093574523937 11.050000190734865 2 303.13970947265631 1022.8500061035157 14.84999990463257 9.5450000762939471 2.3750000000000004 0.62249094247818004 3 2.3249999284744267 10.250000000000002 28.494999885559086 0.88697704672813427 258.21083068847662 -0.37472486495971674 0.79323887825012218 -0.21127937734127042 decision_type=2 2 2 2 1 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=-1 5 -3 -4 25 11 26 8 -8 10 -9 12 -2 18 -15 -16 -17 -18 19 27 -20 22 23 -22 -23 -5 -7 -13 -10 -30 right_child=1 2 3 4 -6 6 7 9 28 -11 -12 13 -14 14 15 16 17 -19 20 -21 21 24 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-3.3478761562170226e-05 0.0023120958024875058 -0.045120961454120423 0.0090915602673218073 -0.0019341356724612341 -0.0066582768666877297 -0.010271348861748901 0.0012804829298398612 0.0058845617059611749 0.047599611933886385 0.0012542152536719137 0.027118997957482599 -0.007506115058653208 -0.0021818993263905901 0.0063041638182453931 0.00028256648294829734 0.002791852609948616 0.017797015111766269 0.072366847380762919 2.9525340141810388e-05 0.0037836254949360857 0.0036904054668443231 -0.002741258696701475 -0.0017415965611439002 0.016645432512797553 0.00066433013736289209 0.01241671826455229 0.0015053516018750253 0.00041871103420084972 0.044202429504582176 0.0045169667515438054 leaf_weight=1127360 11299 21 221 492 1585 218 153 287 60 1147 112 466 2081 2208 14686 271 141 20 116827 4936 1507 15780 2552 239 3233 196 4400 17284 27 48 leaf_count=1127360 11299 21 221 492 1585 218 153 287 60 1147 112 466 2081 2208 14686 271 141 20 116827 4936 1507 15780 2552 239 3233 196 4400 17284 27 48 internal_value=2.62078e-06 0.000203597 -0.0032112 -0.00285831 -0.00402018 0.000246542 0.0023286 0.00580139 0.0155381 0.00398757 0.0118451 0.00017713 0.00161314 7.04749e-05 0.00131858 0.000585873 0.0109104 0.0245759 -6.23351e-05 0.00098806 -0.000232377 -0.00154494 0.00118272 0.00546375 -0.00216103 0.00212333 0.000949414 0.000210656 0.0294225 0.0188037 internal_weight=1.32986e+06 202497 2515 2494 2273 199982 6452 1834 288 1546 399 193530 13380 180150 17326 15118 432 161 162824 22686 140138 23311 4298 1746 19013 688 4618 17750 135 75 internal_count=1329857 202497 2515 2494 2273 199982 6452 1834 288 1546 399 193530 13380 180150 17326 15118 432 161 162824 22686 140138 23311 4298 1746 19013 688 4618 17750 135 75 cat_boundaries=0 1 2 3 4 cat_threshold=5384 144 4679 16 is_linear=0 shrinkage=0.05 Tree=786 num_leaves=31 num_cat=1 split_feature=34 35 35 132 136 110 36 100 133 38 12 18 103 13 27 37 28 5 11 102 21 12 15 81 15 23 120 19 15 12 split_gain=3.69738 16.1499 15.1774 15.7515 16.6829 13.6482 17.0731 15.6975 23.056 14.5558 19.0621 13.2937 17.9814 12.333 41.0052 22.5022 18.4939 12.5226 12.2703 11.8935 15.3888 11.8023 17.0172 11.4917 13.5622 11.2092 11.1115 10.5393 14.0827 18.6097 threshold=13.750000000000002 13.750000000000002 14.550000190734865 1020.1499938964845 0 0.13139947503805163 13.34999990463257 -1.0000000180025095e-35 1011.5499877929689 11.949999809265138 2.0049999952316289 14.550000190734865 -0.29019172489643091 4.1549999713897714 226.50000000000003 13.250000000000002 1012.8500061035157 8.1500000953674334 20.050000190734867 -0.62044852972030629 7.8750000000000009 4.3450000286102304 2.9650000333786015 255.76300048828128 1.294999957084656 10.154999732971193 0.26722820103168493 7.4149999618530282 1.0950000286102297 1.2749999761581423 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 9 8 11 21 -11 12 18 17 15 -15 -16 -7 -8 -5 -21 22 -2 24 -14 -12 27 28 29 -4 right_child=2 -3 26 19 -6 13 7 -9 -10 10 25 -13 23 14 16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.0332120186469245e-05 0.0076566466918098711 0.00092208237972583027 0.00032828186197263041 0.04030598264653236 -8.2571212904444433e-05 -0.0011448954666957946 0.00098675944741612675 0.00012074891418991782 -0.0097927023765255368 0.0015080457622368973 -0.0099264290709366668 0.00080667021658856186 0.031644229654193626 0.071075065648320196 -0.01094692229699447 0.0070402424377591713 0.0054675721316881747 -0.002935450905510284 0.040835047753062098 -0.0044758201590680618 0.0086975703989152411 -0.023324052302078124 0.05161607672593424 0.0046890840740436979 0.01353925778611431 0.010185589392140912 -0.00058459550490465003 6.0868686142847123e-05 0.0014956735614951172 -0.0046788176653698166 leaf_weight=776627 103 51809 15724 24 79414 44320 567 5132 238 769 1086 685 128 34 225 23 723 12524 20 318 732 21 28 264 539 74 54312 249767 31523 2104 leaf_count=776627 103 51809 15724 24 79414 44320 567 5132 238 769 1086 685 128 34 225 23 723 12524 20 318 732 21 28 264 539 74 54312 249767 31523 2104 internal_value=2.49008e-06 6.73515e-05 -0.000104672 -0.000529783 -0.000573887 -0.00115171 0.000588484 0.00169072 0.00499145 -0.00342268 -0.00459652 0.00658865 0.00919778 -0.00144232 0.00404823 0.0452365 0.00157173 -0.00153939 0.00234445 0.0055034 0.00470791 0.0114742 0.0170526 0.0135188 0.0170137 -0.00864342 7.33334e-05 0.000192796 0.000860485 -0.000262639 internal_weight=1.32986e+06 828436 501421 147991 146917 67503 9654 7573 2441 2081 1929 2203 1518 57849 1005 57 948 56844 587 1074 1050 152 131 931 667 1160 353430 299118 49351 17828 internal_count=1329857 828436 501421 147991 146917 67503 9654 7573 2441 2081 1929 2203 1518 57849 1005 57 948 56844 587 1074 1050 152 131 931 667 1160 353430 299118 49351 17828 cat_boundaries=0 1 cat_threshold=961 is_linear=0 shrinkage=0.05 Tree=787 num_leaves=31 num_cat=0 split_feature=34 35 35 124 20 111 115 38 31 111 23 87 4 14 42 34 84 66 28 76 38 23 37 108 28 0 87 28 31 59 split_gain=3.57708 15.9279 15.8958 13.0808 15.433 11.1875 11.0341 11.849 12.7831 10.926 14.9367 10.6808 10.662 11.3395 19.048 10.0017 19.3455 12.239 12.6126 19.6067 18.5264 9.97554 9.89406 22.7813 19.5407 16.0395 13.5431 12.6232 11.3055 29.0534 threshold=12.34999990463257 12.949999809265138 12.250000000000002 -0.5663846731185912 7.555000066757203 -0.84513789415359486 -0.86159634590148915 11.250000000000002 1007.6499938964845 -0.94340083003044117 5.6649999618530282 0.88937434554100048 4.0499999523162851 3.995000004768372 11.449999809265138 13.650000095367433 0.83875721693038952 12.734999656677248 1014.6499938964845 20.814999580383304 14.650000095367433 7.3650000095367441 12.84999990463257 0.10160087049007417 1029.1499633789065 249.50000000000003 0.73798519372940075 1016.2500000000001 1021.7500000000001 297.89326477050787 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 11 5 9 6 7 8 -4 10 -5 22 13 -7 -15 16 -3 -18 21 -20 -21 -19 -1 24 25 28 -25 -28 -24 -30 right_child=1 15 3 4 -6 12 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 17 18 19 20 -22 -23 23 26 -26 -27 27 -29 29 -31 leaf_value=0.00019035408744548805 -0.00056247764622643773 2.6802320103639598e-05 0.060844153148884132 0.010147257475771859 -5.9149597834830915e-05 -0.00017960263362726191 -0.00064751234930228311 0.0067855280988597657 0.013393412732984873 0.0018619737290850602 -0.015643469195215264 -0.00098702540854386355 -0.0031344429215092937 0.0061029509377611944 0.055741481013272122 -6.5968537075923668e-05 0.0007589761659804803 -0.00074714281016683218 0.0019676925005362822 0.0093820476967423714 -0.0023954064775364402 0.0035448507845991573 0.0030286338643233275 -0.00025869907979669137 0.04496576259326604 -0.001270721930405981 -0.00019179007309326343 -0.0027952832479705412 0.0060171642396047017 0.037655097664710847 leaf_weight=349931 134082 96035 22 79 16872 5576 530 412 40 34558 194 25771 4222 121 23 506821 28801 3487 4055 2159 395 2213 3809 87691 27 2088 7911 11315 533 84 leaf_count=349931 134082 96035 22 79 16872 5576 530 412 40 34558 194 25771 4222 121 23 506821 28801 3487 4055 2159 395 2213 3809 87691 27 2088 7911 11315 533 84 internal_value=2.36555e-06 -6.66939e-05 9.9739e-05 0.000849608 0.00118204 -0.000720611 0.00430953 0.00985221 0.0302308 0.00178326 -0.00818022 3.69972e-06 -0.00122858 0.000178155 0.0140313 3.65347e-05 0.000415337 0.00132297 0.00264263 0.00412901 0.00756055 0.000919205 5.87981e-05 -0.000346951 0.00251751 0.00234157 -0.000522194 -0.00172401 0.00404569 0.0103244 internal_weight=1.32986e+06 778048 551809 62649 51703 10946 1004 474 62 34831 273 489160 9942 5720 144 643966 137145 41110 12309 6609 2554 5700 463389 113458 6541 6514 106917 19226 4426 617 internal_count=1329857 778048 551809 62649 51703 10946 1004 474 62 34831 273 489160 9942 5720 144 643966 137145 41110 12309 6609 2554 5700 463389 113458 6541 6514 106917 19226 4426 617 is_linear=0 shrinkage=0.05 Tree=788 num_leaves=31 num_cat=3 split_feature=31 12 29 110 136 126 31 66 124 36 79 54 28 21 28 16 21 15 136 126 34 15 41 136 81 29 34 18 12 118 split_gain=3.45067 10.8123 13.4151 12.4569 13.4122 10.4207 10.7563 10.4152 10.7748 17.9091 11.9354 14.3726 16.5603 12.4137 10.7217 13.0912 15.2017 17.0856 14.1603 14.2255 21.3831 12.7058 10.8832 22.8782 17.0485 17.2804 19.0553 10.4729 17.7898 17.3746 threshold=1020.8500061035157 4.6349999904632577 1015.4500122070314 -0.26491540670394892 0 0.88697704672813427 1025.350036621094 46.674999237060554 -0.63605400919914235 13.550000190734865 35.975000381469734 10.055000305175783 1022.0499877929689 7.0350000858306894 1019.1499938964845 11.775000095367433 9.4250001907348651 1.8849999904632571 1 0.49240480363368994 7.3500001430511483 1.9149999618530276 11.050000190734865 2 303.13970947265631 1022.8500061035157 14.750000000000002 9.5450000762939471 2.3750000000000004 0.62249094247818004 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 left_child=-1 7 -3 -4 5 6 -5 14 9 -9 -10 12 13 -12 15 18 17 -17 -2 20 21 -20 27 -24 -25 -26 -27 28 -16 -29 right_child=1 2 3 4 -6 -7 -8 8 10 -11 11 -13 -14 -15 22 16 -18 -19 19 -21 -22 -23 23 24 25 26 -28 29 -30 -31 leaf_value=-3.1887523972876624e-05 0.0029235284029759893 -0.042861398879349949 0.0086020569578318853 0.00095909686783480271 -0.0063396506518458356 0.011785173408713248 -0.021317720183381631 0.0041814429382634631 0.00029332620766479091 0.022769462132244372 0.015212429146326723 0.003787216532487557 0.0088075786778297766 0.065689852833747869 0.00019747528333573944 0.0012368743018986177 -0.0018079083730158996 0.006491649637426696 0.033823802590370176 -0.005293280158173156 -0.00058352434971289621 0.0030950483904204898 0.0059994947224796848 0.00027276121112646874 0.0026427376717118537 0.016662553077164504 0.067738653000976354 1.828989943606937e-05 0.0035909777755314372 -0.0015112122269114348 leaf_weight=1127360 2172 21 221 430 1585 196 62 952 4552 150 21 655 93 29 17750 2984 1400 3212 75 1821 1655 61 2208 14686 271 140 21 118107 4936 22031 leaf_count=1127360 2172 21 221 430 1585 196 62 952 4552 150 21 655 93 29 17750 2984 1400 3212 75 1821 1655 61 2208 14686 271 140 21 118107 4936 22031 internal_value=2.24727e-06 0.000192286 -0.00306567 -0.00273059 -0.00383244 0.0020066 -0.00184814 0.000233258 0.00220948 0.00671157 0.00128213 0.00692255 0.0212837 0.0444893 0.000167374 0.00153295 0.0028977 0.00396094 -0.000259349 -0.00217538 0.000982608 0.0200411 6.59506e-05 0.00125731 0.000560366 0.0103506 0.0233247 -6.08209e-05 0.000935831 -0.000222162 internal_weight=1.32986e+06 202497 2515 2494 2273 688 492 199982 6452 1102 5350 798 143 50 193530 13380 7596 6196 5784 3612 1791 136 180150 17326 15118 432 161 162824 22686 140138 internal_count=1329857 202497 2515 2494 2273 688 492 199982 6452 1102 5350 798 143 50 193530 13380 7596 6196 5784 3612 1791 136 180150 17326 15118 432 161 162824 22686 140138 cat_boundaries=0 1 2 3 cat_threshold=5384 5953 4679 is_linear=0 shrinkage=0.05 Tree=789 num_leaves=31 num_cat=0 split_feature=90 15 83 125 79 4 83 65 131 103 129 119 135 23 22 90 79 14 38 131 8 36 37 133 38 134 110 67 94 70 split_gain=3.44474 4.30168 6.29619 5.72396 3.92802 3.74468 3.71439 6.39799 3.48815 4.29593 3.87116 6.74964 6.37582 8.10705 8.21906 7.87921 6.54134 5.63856 5.62754 5.03398 4.85396 5.22373 4.68647 16.2422 4.83595 4.68855 5.22689 5.93606 4.62155 4.46471 threshold=-0.99944975972175587 5.1150000095367441 202.17022705078128 -0.90255093574523915 16.884999275207523 5.8500001430511483 309.29454040527349 6.9949998855590829 349.50000000000006 0.43513524532318121 338.50000000000006 0.82409480214118969 1027.350036621094 8.4250001907348651 10.085000038146974 -0.95790907740592945 12.675000190734865 4.3450000286102304 12.550000190734865 90.500000000000014 9.7500000000000018 10.34999990463257 10.250000000000002 1017.0499877929689 8.3499999046325701 1016.3500061035157 0.60860139131546032 28.195000648498539 -0.58711493015289296 290.06498718261724 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -3 -4 -5 -1 -7 -8 10 -10 12 17 -2 -14 15 -15 -16 22 -19 -17 21 -13 23 -12 -25 26 -24 -28 -27 -22 right_child=8 2 3 4 -6 6 7 -9 9 -11 11 20 13 14 16 19 -18 18 -20 -21 29 -23 25 24 -26 28 27 -29 -30 -31 leaf_value=-0.00015220756706920763 7.6480610617815198e-06 0.026981710248880766 0.024497913074446844 0.013417561968422628 -0.0084896893565248894 -0.0020912721016807679 -0.0024997418879623753 0.0033795049964097921 0.00025806819098050379 -0.0050741493000842942 -0.0080239642905876232 -0.012375197606161237 -0.0011719889172669123 -0.0022618093192577362 -0.005128843627688992 0.012217603011855059 0.024557235509157182 -0.020678115684282166 -0.0018572733956384513 0.038033189367631393 0.029436708893626928 0.0057304925670311549 0.00019197864968720465 0.0057365865912288429 0.028752601442298527 0.004949155585459916 0.0039118681705474501 0.015957082705611712 -0.0013239373302389459 0.0093686577540052964 leaf_weight=12560 1301591 33 24 28 76 6420 922 929 761 750 81 50 188 25 72 28 25 58 126 58 32 196 961 33 74 336 768 118 2327 207 leaf_count=12560 1301591 33 24 28 76 6420 922 929 761 750 81 50 188 25 72 28 25 58 126 58 32 196 961 33 74 336 768 118 2327 207 internal_value=2.13588e-06 -0.000633292 0.00750821 0.0024877 -0.00259158 -0.000696217 -0.00152233 0.000450998 1.23271e-05 -0.00238863 1.5102e-05 0.00135518 9.57801e-06 0.00635301 0.0131545 0.0224457 0.00252221 0.000796306 -0.00778993 0.0296281 0.00698083 0.00205047 0.00113259 0.00886733 0.0216542 0.000810168 0.00274594 0.00551608 -0.000532439 0.0120556 internal_weight=1.32986e+06 20992 161 128 104 20831 8271 1851 1.30886e+06 1511 1.30735e+06 5367 1.30199e+06 396 208 111 97 4882 184 86 485 246 4698 188 107 4510 1847 886 2663 239 internal_count=1329857 20992 161 128 104 20831 8271 1851 1308865 1511 1307354 5367 1301987 396 208 111 97 4882 184 86 485 246 4698 188 107 4510 1847 886 2663 239 is_linear=0 shrinkage=0.05 Tree=790 num_leaves=31 num_cat=3 split_feature=125 136 95 30 12 15 35 32 32 12 136 11 35 23 20 33 99 32 136 31 15 38 52 106 12 23 78 37 101 27 split_gain=3.69213 10.3341 9.26528 9.71397 9.4241 14.8401 13.2502 26.0651 20.2665 16.6697 15.6724 13.6652 13.2072 18.4558 11.5536 13.5784 11.3355 10.1832 12.5581 9.86345 12.5645 9.89883 9.78765 9.69102 9.93604 15.8919 9.63245 9.31313 9.2105 8.68509 threshold=0.84335932135581981 0 -0.41088598966598505 1003.9500122070314 1.5950000286102297 1.4650000333786013 7.5499999523162851 8.1500000953674334 8.3499999046325701 2.554999947547913 1 18.050000190734867 4.7500000000000009 5.9249999523162851 9.9049997329711932 9.4499998092651385 -0.96567916870117176 7.4500000476837167 2 1031.2500000000002 2.304999947547913 10.750000000000002 88.284999847412124 1.0000000180025095e-35 3.8850001096725468 8.305000305175783 9.0050001144409197 11.150000095367433 0.94450369477272045 334.50000000000006 decision_type=2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 -4 17 7 10 9 -8 11 12 13 -7 15 23 -12 27 -19 21 -21 29 -18 24 -11 -26 -24 -6 -14 -15 right_child=1 2 4 -5 5 6 8 -9 -10 14 16 -13 28 19 -16 -17 22 18 -20 20 -22 -23 26 -25 25 -27 -28 -29 -30 -31 leaf_value=-6.6608208882484697e-05 -0.00095926228784900874 0.030364007356443574 -0.00042009795851049702 0.00090324736026849346 0.01462172460461021 0.001252505432505674 0.00034035863379926217 -0.0092419385283261258 0.00027145681156895651 0.0056735848171816199 -0.0099307799511330411 0.0095233117296162142 -0.0018023226938403511 -0.0090465267541129362 -0.0051582598533261468 0.043641255326845034 0.00026947790403606623 -0.002352998042132686 0.0029160217540820836 0.044694374821015764 -0.0044954332084778479 -0.0038819220553597995 0.034500483440627394 0.040145819350753148 0.026597096461439564 0.0039092502412386241 0.0059562209107356387 0.0039521344138278647 0.0071776299553804913 -0.031078940366759251 leaf_weight=1036090 20132 28 64410 39325 298 959 1600 909 137884 1394 270 214 946 1619 171 27 15062 1443 5136 21 34 1340 38 23 159 150 133 652 409 46 leaf_count=1036090 20132 28 64410 39325 298 959 1600 909 137884 1394 270 214 946 1619 171 27 15062 1443 5136 21 34 1340 38 23 159 150 133 652 409 46 internal_value=-2.21839e-05 0.000133931 0.000214075 0.000924209 9.53408e-05 0.000289561 0.00018956 -0.000951926 0.000367151 0.00411137 -0.000594635 -0.00286213 -0.00336066 -0.00479991 0.00724735 0.00845748 0.000224377 0.00245996 0.0017612 -0.00669673 0.0142861 -0.00708078 0.000404521 0.0079071 0.0074717 0.0155836 0.0122994 0.00729902 0.000908231 -0.00965523 internal_weight=1.33092e+06 294832 274700 39353 235347 170937 163408 22000 141408 3524 21091 5588 5374 4019 1924 1753 15503 7529 6579 3060 55 3005 15233 1726 1703 309 171 950 1355 1665 internal_count=1330922 294832 274700 39353 235347 170937 163408 22000 141408 3524 21091 5588 5374 4019 1924 1753 15503 7529 6579 3060 55 3005 15233 1726 1703 309 171 950 1355 1665 cat_boundaries=0 1 2 3 cat_threshold=1026 400 128 is_linear=0 shrinkage=0.05 Tree=791 num_leaves=31 num_cat=1 split_feature=65 67 136 84 31 35 32 4 79 4 15 125 83 13 52 18 82 54 29 134 31 31 84 110 90 36 36 12 38 134 split_gain=3.3897 10.1989 8.75348 10.772 12.1431 11.5418 16.4165 15.4156 17.1054 10.0136 8.75043 9.46543 10.863 9.04473 8.72951 13.2084 12.5542 10.3239 11.3398 19.8661 14.238 13.7894 11.367 12.2033 11.1378 11.1001 10.1066 10.503 10.1934 19.9596 threshold=22.195000648498539 6.1050000190734872 0 0.65049901604652416 1029.049987792969 12.949999809265138 11.949999809265138 13.250000000000002 47.715000152587898 9.3499999046325701 2.1550000905990605 -0.25037047266960138 198.28699493408206 2.2649999856948857 25.875000000000004 10.405000209808351 242.65333557128909 33.094999313354499 1004.7500000000001 1016.8500061035157 1007.6499938964845 1013.4500122070314 0.72653478384017955 -0.14745543897151944 -0.90101191401481617 9.0500001907348651 15.750000000000002 4.9549999237060556 11.050000190734865 1012.1499938964845 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 10 3 -3 5 6 7 8 -5 -8 11 12 -2 -14 15 -4 -17 -16 19 21 22 25 23 24 -20 -19 28 -28 29 -27 right_child=1 2 14 4 -6 -7 9 -9 -10 -11 -12 -13 13 -15 17 16 -18 18 20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=6.5590813989961676e-06 0.000855918307239666 0.0037922241874169798 0.00082732595487545785 -0.00089354199971617473 0.015677930845947371 -0.00011348971324338517 -0.0028940737407683126 -0.0087095592479006986 0.0068157511569224135 -0.0076523009253439663 -0.00075805711985519155 -0.0026778288212451636 0.00088423918477719885 -0.016953467974588084 0.0020040906892247116 -0.0032276914707224944 -0.00052733983634906047 -0.025905850131450026 -0.00023374339619676435 -0.00074047273767917279 6.6770501363840322e-05 0.046532967872917656 -0.0090427607772842391 0.013037082788119787 -0.017420814373195002 0.0098488753707875222 0.04770114115838494 0.00026017118711024523 0.0037345831968165892 0.059277867602015089 leaf_weight=1188395 176 1221 15865 9886 109 17233 5218 579 776 1403 3846 1723 87 388 9887 5009 30587 29 503 2815 31280 20 790 137 116 285 28 20 2489 22 leaf_count=1188395 176 1221 15865 9886 109 17233 5218 579 776 1403 3846 1723 87 388 9887 5009 30587 29 503 2815 31280 20 790 137 116 285 28 20 2489 22 internal_value=-2.10748e-05 -0.000251487 -0.000161136 -0.00082452 -0.000984879 -0.00103663 -0.00192727 -0.000763933 -0.000332445 -0.00390235 -0.00223147 -0.00461848 -0.0097548 -0.0136864 8.08616e-05 -0.000372549 -0.000907328 0.000562755 0.000192939 0.00224986 -0.000164732 0.00515957 -0.0048487 -0.000466015 -0.00345458 0.00487156 0.00518539 0.0279341 0.00479486 0.013391 internal_weight=1.33092e+06 142527 136307 36425 35204 35095 17862 11241 10662 6621 6220 2374 651 475 99882 51461 35596 48421 38534 5708 32826 2893 1546 756 619 2873 2844 48 2796 307 internal_count=1330922 142527 136307 36425 35204 35095 17862 11241 10662 6621 6220 2374 651 475 99882 51461 35596 48421 38534 5708 32826 2893 1546 756 619 2873 2844 48 2796 307 cat_boundaries=0 1 cat_threshold=3169 is_linear=0 shrinkage=0.05 Tree=792 num_leaves=31 num_cat=4 split_feature=125 136 122 8 15 17 11 8 38 111 32 136 113 15 56 23 15 8 32 21 136 123 11 123 69 33 8 136 43 28 split_gain=3.3092 9.39 21.5374 11.2954 14.8801 11.1743 11.2727 11.1812 11.1643 13.2926 13.802 16.7534 18.3282 20.1875 13.5405 12.3535 20.8728 16.6031 11.8243 13.3547 11.9483 11.7128 11.6073 12.9259 11.2759 10.4656 10.2922 15.3639 10.0808 9.882 threshold=0.83385404944419872 0 -0.30069434642791742 7.1499998569488534 0.72500002384185802 8.7100000381469744 3.4500000476837163 9.2500000000000018 10.449999809265138 0.29512216150760656 10.050000190734865 1 -0.67556449770927418 2.7250000238418584 323.66500854492193 6.2449998855590829 2.0049999952316289 10.250000000000002 11.650000095367433 6.8150000572204599 2 0.026175950653851036 11.449999809265138 -0.41467745602130884 294.87229919433599 14.150000095367433 13.250000000000002 3 8.4499998092651385 1013.2500000000001 decision_type=2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 left_child=-1 2 -2 -3 25 6 7 -4 9 -6 11 -11 28 -14 -15 18 17 -17 26 20 -20 -22 -12 -24 -23 -5 27 -10 -13 -8 right_child=1 3 5 4 8 -7 29 -9 15 10 22 12 13 14 -16 16 -18 -19 19 -21 21 24 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-6.3506481997059884e-05 -0.00098317616198411112 -7.4994111990918797e-05 0.0013187942792128467 0.021327025984404144 0.01282907633378344 7.4103527334218235e-05 -3.9313161716566226e-05 -0.0060270699392246932 -0.0043531150019330608 -0.013694967014458241 0.0010455917305973023 0.0039784946353084143 0.0027646387059400198 -0.0093248675999728133 0.0019416128601354194 0.0015703066169552846 0.0004155380177166101 0.0055812227020815694 0.0038075399737769662 0.0052763479614980381 -0.00046023561386447019 0.0010701069349657534 0.0030185050079294192 0.0094202266377741324 0.011674463682793618 -0.0015257770869586814 0.0016509431312542958 -0.00058751286923788663 -0.0057141411464702273 0.004128937984838061 leaf_weight=1020480 50624 107915 1749 147 279 25740 1926 736 4418 204 2779 2862 992 1072 355 9530 50785 3538 2004 1319 21943 705 2110 1259 389 76 2251 7006 296 5433 leaf_count=1020480 50624 107915 1749 147 279 25740 1926 736 4418 204 2779 2862 992 1072 355 9530 50785 3538 2004 1319 21943 705 2110 1259 389 76 2251 7006 296 5433 internal_value=-2.00211e-05 0.000122923 -0.000320553 0.000293422 0.000635245 0.000622046 0.0020548 -0.000856882 0.00061046 0.00204079 0.00178847 3.45752e-05 0.000560337 -0.00271371 -0.00652206 0.000442379 0.000874109 0.00265621 -0.000246199 0.000372714 0.000114421 -0.000208407 0.00343767 0.00541084 0.00484076 0.0135386 -0.00143922 -0.00204811 0.00307 0.00303802 internal_weight=1.33092e+06 310442 86208 224234 116319 35584 9844 2485 116096 12208 11929 5781 5577 2419 1427 103888 63853 13068 40035 26360 25041 23037 6148 3369 1094 223 13675 11424 3158 7359 internal_count=1330922 310442 86208 224234 116319 35584 9844 2485 116096 12208 11929 5781 5577 2419 1427 103888 63853 13068 40035 26360 25041 23037 6148 3369 1094 223 13675 11424 3158 7359 cat_boundaries=0 1 2 3 4 cat_threshold=1186 512 4164 784 is_linear=0 shrinkage=0.05 Tree=793 num_leaves=31 num_cat=3 split_feature=28 30 124 3 31 20 11 21 124 3 38 136 22 23 15 39 136 67 20 120 20 99 136 109 34 13 35 71 54 20 split_gain=3.30671 14.3162 20.9036 21.0018 31.5434 19.0714 15.679 14.051 14.5807 20.1421 16.4119 15.5998 13.9043 17.2919 21.4111 19.8221 13.824 16.5184 20.0348 15.4953 14.4811 14.1327 13.5083 14.0473 16.4142 17.2801 19.5808 18.8563 16.836 13.7268 threshold=1014.8500061035157 1014.4500122070314 -0.59480014443397511 275.50000000000006 1021.7500000000001 9.1949996948242205 4.7500000000000009 6.3150000572204599 -0.55191597342491139 294.50000000000006 19.150000572204593 0 6.1549999713897714 8.0650000572204608 2.8850001096725468 11.250000000000002 1 18.164999961853031 5.6749999523162851 0.095842104405164733 4.3350000381469735 -0.96841144561767567 2 -0.073688980191946016 12.750000000000002 2.4050000905990605 10.250000000000002 293.88325500488287 2.6950000524520878 5.2750000953674325 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 7 3 5 6 -3 -5 8 16 10 22 -11 -8 14 -14 -16 20 -18 19 -19 -1 -21 29 24 25 27 28 -24 -27 -10 right_child=-2 2 -4 4 -6 -7 12 -9 9 11 -12 -13 13 -15 15 -17 17 18 -20 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.028587351733762208 -8.711286360205238e-05 0.0022356420926624688 0.00032230476269031762 0.0020848727440684208 0.06906322002410889 -0.0042551171151218453 0.00076274595217044341 0.00019749497868961404 0.013348627835580641 -7.7148416551051272e-06 -0.0011516046120824601 -0.001354387798259595 0.014473956869986739 0.0035897735595195133 0.077355989924614774 0.022694933737173333 -0.0011878467586011396 -0.0034010102377838589 0.0016670452654947649 0.0017413854901678861 -0.0046989834580948471 0.036284365540925873 0.0063353078070007883 0.00027028166222116287 0.0013839355170463319 0.053917617280967535 -0.010343439163243449 0.02092303806181315 0.0009459708260510524 0.0027342476708892612 leaf_weight=33 762112 10196 72223 1269 20 1273 313 278083 340 41573 14554 44551 569 330 27 43 28329 56 757 40 3313 114 1007 59525 6761 24 238 284 40 2925 leaf_count=33 762112 10196 72223 1269 20 1273 313 278083 340 41573 14554 44551 569 330 27 43 28329 56 757 40 3313 114 1007 59525 6761 24 238 284 40 2925 internal_value=-1.90256e-05 7.22002e-05 0.000665478 0.00243079 0.00651517 0.0015152 0.00602479 -3.38578e-05 -0.000348511 -0.000164477 0.000378223 -0.000704492 0.00992476 0.0128842 0.0176842 0.0437785 -0.00131724 -0.000968162 0.00545767 0.019122 -0.00435767 0.0273122 0.000691182 0.000539664 0.00245974 0.00702569 -0.00374131 0.00954438 0.0208103 0.00382785 internal_weight=1.33092e+06 568810 86263 14040 2571 11469 2551 482547 204464 171822 85698 86124 1282 969 639 70 32642 29296 967 210 3346 154 71144 67879 8354 1593 302 1291 64 3265 internal_count=1330922 568810 86263 14040 2571 11469 2551 482547 204464 171822 85698 86124 1282 969 639 70 32642 29296 967 210 3346 154 71144 67879 8354 1593 302 1291 64 3265 cat_boundaries=0 1 2 3 cat_threshold=7842 265 1050 is_linear=0 shrinkage=0.05 Tree=794 num_leaves=31 num_cat=1 split_feature=28 79 12 78 65 78 110 16 12 120 86 10 133 72 7 134 31 113 99 136 78 39 111 53 124 2 128 127 81 58 split_gain=3.23812 4.738 4.76589 3.806 3.3994 9.45882 12.66 16.2097 14.9369 10.4576 10.2988 14.7375 13.8391 11.6507 11.6624 10.1861 13.9506 9.83245 10.1795 9.77856 9.60876 9.44182 12.0522 10.0545 9.36994 9.30416 9.5544 12.2074 14.0047 10.7441 threshold=1035.2500000000002 9.4849996566772479 2.6750000715255742 20.714999198913578 22.195000648498539 14.184999942779543 -0.48557321727275843 13.344999790191652 3.3850001096725468 0.14780378341674807 0.70564687252044689 5.0499999523162851 1023.0499877929689 0.82306697964668285 7.0499999523162851 1023.1499938964845 1012.1499938964845 -0.095842104405164705 -0.71943452954292286 0 21.204999923706058 11.750000000000002 -0.16405366361141202 12.635000228881838 0.13052122294902804 289.50000000000006 154.50000000000003 -0.21643137186765668 210.69031524658206 280.89149475097662 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -3 -1 6 7 15 -9 10 11 -7 20 14 -12 16 -6 18 -11 -10 -13 -22 25 -24 -18 26 27 29 -29 -23 right_child=1 3 -4 -5 5 9 -8 8 19 17 13 12 -14 -15 -16 -17 24 -19 -20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31 leaf_value=8.4749060338561277e-06 0.0096017431333893927 0.027076286586144794 -0.0055130324579578819 0.0026553665270545972 -0.012577239813231387 -0.0030567840481802704 -0.00054326917227086411 0.0046848236892193034 0.0078518195853170946 0.001734560581957722 0.00078175892135883592 7.1419057867328457e-05 0.033892663852556758 9.0766548395642351e-05 -0.0020685379605751577 0.027937023680318487 -0.00206213496733743 0.0091842079644623275 -0.00185133103013887 -0.0068702240649576585 0.001425685144008764 0.012826000613398288 -0.009740207042545081 0.024207424402661756 -0.010405634298430685 -0.00674950543907471 -0.0044642566314905706 -0.0011679876189340246 0.028199658017387736 -0.0017307547408220052 leaf_weight=1188199 100 39 109 27 644 1000 50821 925 127 11220 4779 1224 38 49961 14410 22 1420 387 2403 694 767 278 25 171 441 120 128 55 155 233 leaf_count=1188199 100 39 109 27 644 1000 50821 925 127 11220 4779 1224 38 49961 14410 22 1420 387 2403 694 767 278 25 171 441 120 128 55 155 233 internal_value=-1.80748e-05 0.005407 0.00171892 0.0170859 -1.9196e-05 -0.000250007 -0.000763045 -0.00337695 0.000327906 7.35652e-05 -0.000165536 0.00224028 0.00389872 -0.000311451 -0.00135867 -0.00593678 -0.00623427 0.00132529 0.00110203 -0.00458092 0.00353757 0.00573352 0.00856967 0.0198774 -0.00403929 0.00628246 0.00812443 0.0103593 0.0205081 0.00618858 internal_weight=1.33092e+06 275 209 66 1.33065e+06 142448 55094 4273 1746 87354 73344 4194 3194 69150 19189 2527 2505 14010 13623 821 3156 1932 1165 196 1861 969 849 721 210 511 internal_count=1330922 275 209 66 1330647 142448 55094 4273 1746 87354 73344 4194 3194 69150 19189 2527 2505 14010 13623 821 3156 1932 1165 196 1861 969 849 721 210 511 cat_boundaries=0 1 cat_threshold=260 is_linear=0 shrinkage=0.05 Tree=795 num_leaves=31 num_cat=1 split_feature=20 23 106 37 15 28 28 29 108 78 80 4 41 136 28 2 23 124 0 39 31 35 28 11 40 31 125 31 19 65 split_gain=3.99449 5.91395 5.93423 4.73065 5.56989 4.57389 8.05308 6.29722 5.80859 4.55635 4.44531 3.86693 8.59931 12.1795 9.16572 9.36281 8.91523 8.82746 8.14312 11.436 10.9037 10.3395 9.09322 10.8725 9.06413 20.7446 8.7713 14.7913 11.2064 8.31093 threshold=13.114999771118166 11.034999847412111 0.06964407861232759 13.449999809265138 2.6049998998641972 1014.8500061035157 1011.5499877929689 1020.6499938964845 0.75171545147895824 7.8150000572204599 251.92291259765628 12.650000095367433 6.0499999523162851 0 1006.8500061035157 162.50000000000003 7.7049999237060556 -0.8703225553035735 146.50000000000003 12.34999990463257 1006.8500061035157 11.949999809265138 1013.7500000000001 12.650000095367433 12.949999809265138 1013.4500122070314 -0.99353402853012074 1013.4500122070314 14.550000190734865 56.125000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 4 -2 6 -5 8 -7 -3 -6 -1 -13 14 15 -14 17 -17 19 -15 29 -21 23 -23 -25 -26 27 -22 -28 -20 right_child=1 9 -4 5 10 7 -8 -9 -10 -11 -12 12 13 18 -16 16 -18 -19 20 21 26 22 -24 24 25 -27 28 -29 -30 -31 leaf_value=-2.6962779838097754e-05 -0.0046404028377074252 -0.0038806635107284044 -0.017545656931348321 0.0057992021960671996 0.015374934464581574 0.0066613444152251629 -0.028880619300672639 -0.00016688206253155809 0.023220002188284045 -0.01888134300989925 -0.0070708867911889687 0.00091211254056004602 -0.0016020125569775703 -0.0080305328117745208 0.0022142607617650595 0.049149724323211651 -0.00081801781392035395 0.011906542328114694 -0.010776239914242522 0.02392250622179723 -0.0052915197490823003 -0.0043398877507967856 -0.013879106380045414 0.0077208538546359971 0.0096880496246740232 0.071056836790272179 -0.0010980016280123983 0.020960639994258859 -0.0075976315882852587 0.013498457629037531 leaf_weight=1291934 399 1128 43 47 71 153 26 174 81 53 32 28439 50 151 1065 41 24 26 489 82 103 119 58 140 40 21 5453 112 755 38 leaf_count=1291934 399 1128 43 47 71 153 26 174 81 53 32 28439 50 151 1065 41 24 26 489 82 103 119 58 140 40 21 5453 112 755 38 internal_value=-1.60191e-05 -0.00214141 0.00063548 0.00143079 -0.00196448 0.00497429 -0.00655252 0.00703669 0.0123932 -0.00455385 0.00840148 -1.24899e-05 0.000490063 -0.000879011 0.00376905 0.01578 0.0253305 0.0346971 -0.00162323 0.00390873 -0.0021119 0.00782793 0.00433651 0.00763809 0.0147295 0.030815 -0.00154461 0.00838402 -0.00188847 -0.00902588 internal_weight=1.33135e+06 2207 1026 983 502 481 73 408 234 1181 103 1.32914e+06 37206 8767 1206 141 91 67 7561 611 6950 460 378 320 201 61 6423 215 6208 527 internal_count=1331347 2207 1026 983 502 481 73 408 234 1181 103 1329140 37206 8767 1206 141 91 67 7561 611 6950 460 378 320 201 61 6423 215 6208 527 cat_boundaries=0 1 cat_threshold=4226 is_linear=0 shrinkage=0.05 Tree=796 num_leaves=31 num_cat=2 split_feature=84 121 35 34 34 30 41 35 34 39 35 9 76 34 35 38 35 136 104 56 60 34 136 11 9 73 115 35 19 123 split_gain=4.00138 11.4601 11.94 16.2551 14.9014 14.5472 28.3341 13.0756 17.758 17.7271 12.4823 11.3495 10.4398 9.96267 16.9673 12.1525 11.8959 13.1057 13.0527 15.0083 10.8118 12.4828 15.1972 10.7194 10.6373 9.90224 9.78581 9.72268 9.69095 9.50313 threshold=0.86850792169570934 -0.98321744799613942 10.650000095367433 10.84999990463257 10.250000000000002 1022.7500000000001 11.84999990463257 9.6500000953674334 9.3499999046325701 10.050000190734865 11.449999809265138 12.250000000000002 12.364999771118166 13.250000000000002 15.050000190734865 16.349999427795414 12.550000190734865 0 -0.49128051102161402 297.70912170410162 0.4901732355356217 11.949999809265138 1 10.750000000000002 12.84999990463257 0.8803868591785432 -0.3172925859689712 12.250000000000002 18.219999313354496 0.11319890245795251 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 left_child=-1 12 4 11 7 10 27 8 -3 -9 29 -4 -2 16 -15 -16 20 -18 19 -19 21 -12 -23 -22 -17 -13 -20 -7 -6 -5 right_child=1 2 3 5 28 6 -8 9 -10 -11 13 25 -14 14 15 24 17 18 26 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-4.9798995055810576e-05 -0.00061248218626453062 0.00023425456761078591 0.0015410086019191466 -0.0019954032944108462 -0.0028449493329159282 0.00025939138014689257 0.059784300881437963 0.0056088555050032287 -0.0050603914891370443 -0.00018086206130478618 0.0027160060534497862 0.0077542984673976264 -0.004714490118411057 -0.00059926587115416137 0.002114830684594322 0.00044652733583653214 0.0083790353645445959 0.0011874123402584266 -0.0050437186362536661 0.004430139772193426 0.00013785359145560317 0.0030733857311624779 -0.0016284431155605458 -0.0030770298858166564 -0.0040441294403290142 -0.0012225701275961156 0.0028775955409463703 0.0050350630945705938 0.01394261637322562 0.003598678161590495 leaf_weight=1148552 6596 6191 5070 8675 7239 1930 22 2121 2128 3510 6381 1586 2028 46433 12445 20163 700 18711 1258 4409 7317 2435 5775 4016 1411 381 565 2380 87 832 leaf_count=1148552 6596 6191 5070 8675 7239 1930 22 2121 2128 3510 6381 1586 2028 46433 12445 20163 700 18711 1258 4409 7317 2435 5775 4016 1411 381 565 2380 87 832 internal_value=-1.52181e-05 0.000202063 0.000290158 0.000444588 -0.000819621 0.000331349 0.00318544 0.000139306 -0.00112012 0.00199992 0.000243987 0.00279173 -0.0015771 0.000369997 2.22545e-05 0.000870576 0.000912525 0.0016761 0.00148403 0.0018058 0.00015723 0.00105714 -0.00023217 -0.00100138 0.000152826 0.00601552 -0.00258868 0.00289654 -0.00264559 -0.00150584 internal_weight=1.33135e+06 182795 174171 152895 21276 145858 4332 13950 8319 5631 141526 7037 8624 132019 80452 34019 51567 25643 24943 23120 25924 14591 8210 11333 21574 1967 1823 4310 7326 9507 internal_count=1331347 182795 174171 152895 21276 145858 4332 13950 8319 5631 141526 7037 8624 132019 80452 34019 51567 25643 24943 23120 25924 14591 8210 11333 21574 1967 1823 4310 7326 9507 cat_boundaries=0 1 2 cat_threshold=128 4610 is_linear=0 shrinkage=0.05 Tree=797 num_leaves=31 num_cat=4 split_feature=65 67 68 71 20 23 29 136 127 35 136 82 136 123 12 122 124 129 36 65 132 75 21 35 122 136 2 22 23 9 split_gain=3.86716 10.7986 7.26886 11.9045 10.9821 12.1497 11.549 11.2477 11.6504 17.9427 10.649 15.4628 10.5041 10.0519 19.0293 10.1223 9.77235 11.6311 11.4247 10.5174 9.53846 17.1039 10.7203 9.24553 9.20111 10.5498 12.7013 9.10442 9.09368 9.06117 threshold=22.195000648498539 5.6649999618530282 266.33505249023443 282.69856262207037 10.00500011444092 6.2249999046325692 1030.350036621094 0 -0.95368063449859608 12.34999990463257 1 275.37965393066412 2 -0.76037701964378346 2.6950000524520878 -0.78257837891578663 1.0000000180025095e-35 314.50000000000006 11.550000190734865 47.764999389648445 1022.3500061035157 0.85790371894836437 9.1350002288818377 11.250000000000002 -0.87878364324569691 3 244.50000000000003 6.0150001049041757 8.5150003433227557 3.4500000476837163 decision_type=2 2 2 2 2 2 2 1 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=-1 -2 12 4 5 7 10 8 9 -4 11 -7 -3 14 15 -6 17 20 23 -20 24 -22 -23 -18 25 26 -12 -26 -28 -14 right_child=1 2 3 -5 13 6 -8 -9 -10 -11 16 -13 29 -15 -16 -17 18 -19 19 -21 21 22 -24 -25 27 -27 28 -29 -30 -31 leaf_value=1.5070024583267516e-05 -0.0023773651413021104 -0.0011864939635844391 0.012356341037795777 -5.326023476973546e-05 0.063430160248563405 0.0091584189367703867 0.013120518981479111 -0.00034829981106139496 0.0076495933183468885 0.071422843504697089 0.048251134760323028 -0.0045568137602473961 -0.0031872046609119006 -0.00010426290747818869 0.0043233271953763888 0.014898851031268185 -0.0021995951277957947 -0.011618438989570901 -0.0036309565728660552 -0.0085554595339694568 -0.0076703071115751574 0.059721808128524567 0.016760086361318826 0.0057186294981129886 0.029120751987405432 -0.0022280413881001215 0.014238779083284182 -0.0017185408094497635 -0.0031314529010881514 0.0022140338193781103 leaf_weight=1188669 5780 4285 36 98510 21 488 125 427 200 20 21 355 847 3483 694 22 1961 265 4660 1413 59 20 53 454 24 317 215 8479 116 9328 leaf_count=1188669 5780 4285 36 98510 21 488 125 427 200 20 21 355 847 3483 694 22 1961 265 4660 1413 59 20 53 454 24 317 215 8479 116 9328 internal_value=-1.44535e-05 -0.000260418 -0.000171038 -0.000296246 -0.0012966 -0.00179227 -0.0020275 0.00475988 0.012794 0.0334515 -0.00212768 0.00334307 0.000889139 0.00101826 0.0063232 0.0386002 -0.00238362 -0.00128943 -0.00361997 -0.00477674 -0.000995233 0.0123498 0.0285304 -0.000711034 -0.00118729 0.00445858 0.0102524 -0.0016315 0.00815133 0.00176268 internal_weight=1.33135e+06 142678 136898 122438 23928 19708 19025 683 256 56 18900 843 14460 4220 737 43 18057 9569 8488 6073 9304 132 73 2415 9172 669 352 8503 331 10175 internal_count=1331347 142678 136898 122438 23928 19708 19025 683 256 56 18900 843 14460 4220 737 43 18057 9569 8488 6073 9304 132 73 2415 9172 669 352 8503 331 10175 cat_boundaries=0 1 2 3 4 cat_threshold=2071 5120 2352 115 is_linear=0 shrinkage=0.05 Tree=798 num_leaves=31 num_cat=1 split_feature=39 136 124 31 33 126 15 10 23 102 13 67 32 31 59 23 132 29 33 114 14 30 39 28 103 64 31 134 64 75 split_gain=3.81098 10.004 8.50714 10.1604 12.5436 9.59767 9.54524 10.3628 8.49287 10.509 13.5685 15.3399 11.6997 19.2749 9.09794 8.83637 8.76571 8.54829 22.269 14.0312 7.98186 7.62327 10.1446 10.0741 7.33554 7.28549 6.87998 9.71858 7.39557 9.66914 threshold=9.1500000953674334 0 0.88697704672813427 1023.8500061035157 7.5499999523162851 0.95878320932388317 2.8449999094009404 8.5500001907348651 7.6849999427795419 0.066635154187679305 1.544999957084656 8.4049997329711932 1.3499999642372134 1019.5499877929689 281.78613281250006 4.0450000762939462 1020.4500122070314 1026.4500122070315 1.0000000180025095e-35 -0.82409480214118946 1.5950000286102297 1027.9500122070315 8.7500000000000018 1027.049987792969 0.94215682148933422 7.9849998950958261 1011.5499877929689 1015.9500122070314 1.6549999713897707 0.74259433150291454 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 24 8 5 6 -4 7 -5 15 -10 11 -11 13 -12 25 -3 17 26 19 -19 -9 22 23 -14 -1 -13 27 -17 -28 -30 right_child=-2 2 3 4 -6 -7 -8 20 9 10 12 14 21 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31 leaf_value=-0.014737700642769967 -2.975707325992651e-06 0.013490203706011096 0.00021231106119168585 0.0011960504814343309 -0.0066593536190918279 0.0041884586985896947 -0.0098752614114003007 0.046980948675246464 -0.0072686526154803095 0.0035054985801600347 0.060057886249639772 0.064854726065760079 0.0051280926821980245 0.001791109750629403 0.015542295086960934 -0.0068057051416346125 0.028106505982577801 0.012281344720395283 -0.00019640599480209324 0.062274353526532655 0.013186075672778175 -0.010681619142488271 -0.0019438083930116701 0.03448963788668475 -0.0023026033672468717 0.024608008157123218 -0.0033522136722224497 0.0053474915608818776 0.0019744091940480791 -0.0028311177236234799 leaf_weight=216 1310164 92 4629 247 901 2258 106 21 294 157 22 23 507 40 61 1423 24 32 269 25 104 143 855 31 263 22 4041 186 2160 2031 leaf_count=216 1310164 92 4629 247 901 2258 106 21 294 157 22 23 507 40 61 1423 24 32 269 25 104 143 855 31 263 22 4041 186 2160 2031 internal_value=-1.37323e-05 -0.000679023 -0.000511481 0.000731533 -0.00318599 0.00151595 0.00336108 0.00713273 -0.00133797 0.00151606 0.00290386 0.0134277 0.00117185 0.0224664 0.0281237 -0.00193609 -0.00207535 -0.00214659 0.00581911 0.0342081 0.0188636 0.000312301 0.00144089 0.00681993 -0.00774832 0.0451786 -0.00241047 -0.0054008 -0.00182599 -0.000354397 internal_weight=1.33135e+06 21183 20704 8266 1379 6887 478 372 12438 2155 1861 263 1598 62 106 10283 10191 10167 326 57 125 1536 1393 538 479 45 9841 1609 8232 4191 internal_count=1331347 21183 20704 8266 1379 6887 478 372 12438 2155 1861 263 1598 62 106 10283 10191 10167 326 57 125 1536 1393 538 479 45 9841 1609 8232 4191 cat_boundaries=0 1 cat_threshold=304 is_linear=0 shrinkage=0.05 Tree=799 num_leaves=31 num_cat=4 split_feature=123 111 7 22 136 30 109 0 136 11 112 11 36 115 1 11 74 4 12 136 1 136 35 2 77 0 10 12 10 14 split_gain=3.79323 11.1904 15.9338 17.3027 12.7198 12.5718 12.1521 11.8121 10.1888 14.7907 10.3994 9.7584 17.8811 19.885 11.4932 8.6688 7.99085 7.77971 12.8575 15.5102 12.5982 11.4448 8.68273 7.99534 9.20571 8.9022 11.8635 7.73653 7.41058 7.34096 threshold=-0.81408452987670887 -0.77562236785888661 4.8500001430511483 7.2149999141693124 0 1014.2500000000001 -0.019777016714215275 319.50000000000006 1 4.4500000476837167 -0.93038213253021229 8.2500000000000018 13.84999990463257 -0.89490029215812672 291.50000000000006 14.050000190734865 0.90025046467781078 10.84999990463257 3.1750000715255742 2 303.50000000000006 3 12.650000095367433 224.50000000000003 21.925000190734867 242.50000000000003 13.250000000000002 5.305000066757203 3.7500000000000004 1.8049999475479128 decision_type=2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 7 16 -6 9 -3 11 -11 -13 14 -14 27 -5 23 20 -20 22 29 -19 25 -25 -10 28 -12 -27 -22 right_child=-2 8 3 6 5 -7 -8 -9 17 10 15 12 13 -15 -16 -17 -18 18 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.00087458368759530357 -5.5510686967653209e-05 -6.2062712633950578e-05 0.0032644641570831567 0.0053082145931156177 0.030667625272058342 0.010278831764815316 -0.015138650194664175 0.072104888090065544 0.00013417449267894103 0.0040892346921647333 0.002671614419924283 0.008271874667140992 0.08015804636630823 0.0010511021707849256 0.032232765557148074 -0.0095570065834482392 0.033989858870896013 -0.0020264535327411161 0.0016410803192647675 -0.0067846928102670281 0.021505528848567504 0.0032719728981814157 0.0025198609412961457 -8.4051841639964291e-05 -0.0023762272593527774 0.00078950988323203772 0.031143269413972604 -0.011047987629703824 0.0032588926750705405 0.0083697028522317467 leaf_weight=699 1062387 7812 100 368 95 62 72 21 31917 1176 4806 411 22 29 29 157 26 1652 1315 922 133 2071 2883 193000 4482 9581 34 105 4449 531 leaf_count=699 1062387 7812 100 368 95 62 72 21 31917 1176 4806 411 22 29 29 157 26 1652 1315 922 133 2071 2883 193000 4482 9581 34 105 4449 531 internal_value=-1.30457e-05 0.00015469 0.00454598 0.00963869 0.0195108 0.026941 0.00374931 0.0381692 0.000131004 0.00141731 0.00313536 0.00656112 0.0124816 0.0341089 0.0529064 0.00200854 0.00720091 5.69762e-05 0.00146015 -0.00185467 0.00248013 0.00516034 0.000863739 2.18584e-06 -0.000136074 0.000595995 0.00164405 0.00237828 0.00157257 0.0108376 internal_weight=1.33135e+06 268960 1443 744 278 178 466 116 267517 14547 6735 1667 491 80 51 5068 394 252970 9507 2237 7270 2735 4535 243463 197482 45981 14064 4911 14030 664 internal_count=1331347 268960 1443 744 278 178 466 116 267517 14547 6735 1667 491 80 51 5068 394 252970 9507 2237 7270 2735 4535 243463 197482 45981 14064 4911 14030 664 cat_boundaries=0 1 2 3 4 cat_threshold=2340 264 1669 3075 is_linear=0 shrinkage=0.05 Tree=800 num_leaves=31 num_cat=3 split_feature=70 132 23 14 136 4 14 64 55 16 72 81 84 121 7 0 52 33 76 60 35 39 136 108 136 133 29 121 18 20 split_gain=3.93707 7.10685 6.30776 6.29625 7.65561 12.5761 10.3353 5.92099 6.0973 5.24258 5.91783 4.68331 4.58796 13.4711 10.765 16.6885 12.1311 13.4569 10.4202 9.74394 8.94192 17.0725 13.6526 13.4004 12.7849 9.7295 9.48161 9.41358 9.32882 9.01485 threshold=317.69128417968756 1015.7500000000001 5.5050001144409189 1.2549999952316286 0 7.6499998569488534 0.98500001430511486 0.80500000715255748 0.064999999478459372 17.029999732971195 0.88592803478240978 351.27920532226568 0.86850792169570934 -0.95878320932388295 6.6499998569488534 292.50000000000006 0.56499999761581432 13.050000190734865 14.204999923706056 0.79575085639953624 12.250000000000002 11.949999809265138 1 -0.99419188499450672 2 1014.4500122070314 1013.9500122070314 -0.55191597342491139 20.524999618530277 6.9549999237060556 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 left_child=12 3 -3 4 5 -2 -7 8 -5 -9 11 -11 -1 18 15 -15 -17 19 -14 -18 21 -16 -23 -24 25 29 27 -26 -28 -22 right_child=1 2 -4 7 -6 6 -8 9 -10 10 -12 -13 13 14 20 16 17 -19 -20 -21 24 22 23 -25 26 -27 28 -29 -30 -31 leaf_value=-7.4281518533221428e-06 0.0040524203270322764 0.0058458822542888818 -0.006017489320033236 -0.0091171902916759671 7.2569576716297184e-05 0.053798775865950367 0.01430050181085939 -0.00024702550595093051 -0.0018573229180968874 -0.0029236584773937799 -0.013014977412436762 0.016523242096081959 -0.00059486673209324279 0.00015849452167303462 0.00014657395013383545 -0.0018754028523774819 0.0034941073274237645 0.00095521404851088467 -0.0042510466528110523 -0.00097615553541850189 0.0032222110135882993 -0.00057898402534457263 0.03463901028206403 -0.0044740873924459914 -0.0016515055834545518 0.02039515779341583 0.00082116942153526845 0.0005733858073244518 0.023610530901286338 -0.0033655333988450637 leaf_weight=1119282 666 128 899 344 1368 22 67 43901 1816 952 148 32 10615 38903 21623 2215 12921 15837 2387 1346 4688 5210 22 4743 10659 77 21447 8582 45 584 leaf_count=1119282 666 128 899 344 1368 22 67 43901 1816 952 148 32 10615 38903 21623 2215 12921 15837 2387 1346 4688 5210 22 4743 10659 77 21447 8582 45 584 internal_value=1.15148e-05 -0.000422214 -0.0045389 -0.000336484 0.00232719 0.00632761 0.0240641 -0.000456311 -0.00301352 -0.000333654 -0.00369328 -0.00229124 2.85578e-05 0.000277337 0.000412109 0.000856099 0.00169582 0.00195858 -0.00126609 0.00307237 5.02971e-06 -0.000642809 -0.00235397 -0.00428451 0.000449246 0.00274504 0.000147056 -0.000659145 0.000868886 0.00249246 internal_weight=1.33153e+06 50343 1027 49316 2123 755 89 47193 2160 45033 1132 984 1.28119e+06 161904 148902 71222 32319 30104 13002 14267 77680 31598 9975 4765 46082 5349 40733 19241 21492 5272 internal_count=1331529 50343 1027 49316 2123 755 89 47193 2160 45033 1132 984 1281186 161904 148902 71222 32319 30104 13002 14267 77680 31598 9975 4765 46082 5349 40733 19241 21492 5272 cat_boundaries=0 1 2 3 cat_threshold=272 2566 2180 is_linear=0 shrinkage=0.05 Tree=801 num_leaves=31 num_cat=1 split_feature=81 39 32 38 13 15 97 32 76 30 64 121 4 57 22 55 67 84 55 86 83 4 119 33 35 0 35 75 124 136 split_gain=3.9015 9.30644 6.31155 8.80056 8.26116 6.60095 6.53609 5.98218 9.72858 6.48681 7.71298 6.35438 8.53313 5.83479 4.84232 4.84016 8.55025 4.79583 5.42765 4.64264 4.33489 4.03187 11.9227 12.269 17.7408 21.8102 16.461 20.2975 15.9991 18.0615 threshold=341.89373779296881 8.9499998092651385 12.650000095367433 11.750000000000002 2.4050000905990605 3.7250000238418584 -0.40557675063610071 10.150000095367433 26.835000038146976 1022.1499938964845 6.7049999237060556 -0.3172925859689712 12.84999990463257 335.52471923828131 4.6949999332427987 5.8650000095367441 4.7550001144409189 0.89479109644889843 4.4649999141693124 0.87951815128326427 326.75775146484381 10.650000095367433 -0.11319890245795249 10.650000095367433 11.150000095367433 171.50000000000003 10.150000095367433 0.7463667392730714 0.18222858756780627 0 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=21 -2 3 7 -5 17 -4 8 15 10 -10 -9 -13 -14 -8 -3 -17 18 -6 -12 -7 -1 -23 26 25 -25 27 28 -24 -30 right_child=1 2 6 4 5 20 14 11 9 -11 19 12 13 -15 -16 16 -18 -19 -20 -21 -22 22 23 24 -26 -27 -28 -29 29 -31 leaf_value=-8.5549962968669648e-06 -0.011315643574602696 -0.0046069979125421814 -0.00054572570047419324 -0.0018550792963872955 -0.001544323482441776 0.02167760998658512 0.027827914440157739 -0.0041785828767370078 -0.024898817841994002 -0.021852545729941792 0.0027036886215590097 0.0011069580426088345 0.0091351565076545089 0.036217398050686592 0.0040754822861370108 0.035205176426097752 0.0017095789377605402 -0.020843017776308075 -0.01313453043144646 -0.011922216403493009 -0.0031352788147826988 -0.0010333456332140228 0.0056964582805804362 0.0035381985896298799 0.00048377914815916185 -0.0028478016073783907 0.0034656248168186219 -0.0020350385409687072 -0.00099619020151895939 0.0027679241074901563 leaf_weight=1213562 216 358 1858 887 155 23 22 507 47 90 147 1901 147 23 870 20 402 108 290 86 75 14395 2063 1596 58387 8240 7166 5141 6160 6587 leaf_count=1213562 216 358 1858 887 155 23 22 507 47 90 147 1901 147 23 870 20 402 108 290 86 75 14395 2063 1596 58387 8240 7166 5141 6160 6587 internal_value=1.09389e-05 -0.0010742 -0.000798236 -0.00181211 -0.00499444 -0.00927188 0.00114325 -0.000499233 -0.00349808 -0.0101752 -0.00642183 0.0008385 0.00206673 0.0127992 0.0046613 -0.000330706 0.00329705 -0.0113914 -0.00909749 -0.00269471 0.00268815 1.76894e-05 0.000307926 0.00051044 0.000152844 -0.0018116 0.00141011 0.000671804 0.00161143 0.000950302 internal_weight=1.33153e+06 8232 8016 5266 1538 651 2750 3728 1150 370 280 2578 2071 170 892 780 422 553 445 233 98 1.3233e+06 109735 95340 68223 9836 27117 19951 14810 12747 internal_count=1331529 8232 8016 5266 1538 651 2750 3728 1150 370 280 2578 2071 170 892 780 422 553 445 233 98 1323297 109735 95340 68223 9836 27117 19951 14810 12747 cat_boundaries=0 1 cat_threshold=676 is_linear=0 shrinkage=0.05 Tree=802 num_leaves=31 num_cat=0 split_feature=3 99 66 121 11 4 30 117 17 30 28 8 121 0 7 15 125 120 10 0 43 32 43 15 40 34 38 15 31 12 split_gain=3.8089 8.11401 8.39423 7.90928 17.3529 19.4774 11.6789 7.53014 8.03277 13.8507 8.75149 10.404 20.7225 12.2249 9.9461 9.93735 8.91452 8.79977 11.4806 10.7423 8.36561 7.98844 7.84046 11.1465 12.3586 8.62193 8.98206 7.75478 7.6454 7.54791 threshold=324.50000000000006 -0.97510734200477589 58.539999008178718 -0.92384436726570118 11.949999809265138 5.1499998569488534 1015.0499877929689 0.9536806344985963 9.5450000762939471 1021.6499938964845 1013.3500061035157 12.949999809265138 0.2503704726696015 178.50000000000003 4.3500001430511483 2.4150000810623173 0.86159634590148937 -0.82409480214118946 11.050000190734865 288.50000000000006 4.0499999523162851 13.150000095367433 13.050000190734865 2.9050000905990605 13.550000190734865 12.949999809265138 13.84999990463257 2.745000004768372 1019.2500000000001 1.2450000047683718 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 -3 -6 -7 8 9 29 11 -10 13 -13 -12 -14 17 18 -16 -20 -17 -9 25 24 -24 -15 -27 -23 -11 -5 right_child=1 2 -4 7 5 6 -8 21 10 28 14 12 15 22 16 20 -18 -19 19 -21 -22 27 23 -25 -26 26 -28 -29 -30 -31 leaf_value=5.4622615889590236e-05 -0.0010337182845066386 0.00085392847349281841 0.0019658305380231768 -0.0013092906834423911 0.0062390318648117091 0.015195391152895267 0.057628828988355751 -0.0032583251621111672 0.00013782522562187213 -0.013357352263502485 0.00016436090420542332 -0.025421174968543809 0.0036700011417269713 0.004228955681583246 0.00051711239407375813 0.023969492460601035 -0.00034228568445111737 -0.0015536556064650083 0.042597701077881668 0.0082833916287702643 0.06970135078765452 -0.00043641186965409813 0.047566734607188181 0.0006769541367248167 0.0013548815987356332 -0.010664190368896181 0.0017969539244814077 0.010274156691701737 0.0025904471110169531 0.00023285439660280735 leaf_weight=1045521 23876 11470 4963 8899 220 31 34 3667 23053 76 36963 38 20 1900 3003 20 47354 38454 28 123 20 883 39 64 23 220 422 209 6733 73203 leaf_count=1045521 23876 11470 4963 8899 220 31 34 3667 23053 76 36963 38 20 1900 3003 20 47354 38454 28 123 20 883 39 64 23 220 422 209 6733 73203 internal_value=1.03926e-05 -0.000151293 -7.09183e-05 -0.000110225 0.00115675 0.0133439 0.0373913 -0.000170911 -0.000131963 0.000245421 -0.000353083 0.000485491 0.00338308 0.00273865 -0.00052502 0.0324469 -0.000811452 -0.00134541 0.00119356 0.0146463 0.0468354 -0.00214044 0.00313973 0.0153142 0.0304236 0.00253627 -0.00247322 0.0016135 0.00241244 6.5702e-05 internal_weight=1.33153e+06 286008 262132 257169 11755 285 65 245414 240655 88911 151744 25819 2766 2706 125925 60 88962 41608 3154 151 40 4759 2668 126 62 2542 642 1092 6809 82102 internal_count=1331529 286008 262132 257169 11755 285 65 245414 240655 88911 151744 25819 2766 2706 125925 60 88962 41608 3154 151 40 4759 2668 126 62 2542 642 1092 6809 82102 is_linear=0 shrinkage=0.05 Tree=803 num_leaves=31 num_cat=0 split_feature=65 64 81 66 10 72 56 76 76 54 4 5 108 127 104 71 31 36 107 90 30 93 69 32 7 12 52 38 84 128 split_gain=3.79257 7.29949 11.4715 11.511 8.00215 7.71165 11.4835 13.3241 10.4441 12.3722 9.2764 9.53737 8.92345 8.58586 11.3081 15.2783 24.4653 15.9489 10.275 9.43403 8.61075 8.96148 8.01679 8.01431 8.54384 8.29666 10.8623 8.94425 7.21398 6.9769 threshold=23.57499980926514 35.555000305175788 254.88169860839847 27.045000076293949 18.44999980926514 0.83948788046836864 242.83066558837893 13.385000228881838 42.295000076293952 25.804999351501468 11.250000000000002 9.0500001907348651 0.57031464576721203 -0.84335932135581959 -0.74973586201667775 288.79588317871099 1016.6499938964845 11.050000190734865 -0.96778321266174305 -0.92459827661514271 1013.6499938964845 0.14772530645132068 253.32682037353518 10.250000000000002 4.7500000000000009 3.0749999284744267 11.434999942779543 15.250000000000002 0.75401279330253612 323.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 -3 -1 -7 10 13 -10 12 -12 23 14 15 20 18 -18 -17 -19 21 -9 -15 -8 -25 26 -26 -28 -5 -14 right_child=-2 2 -4 28 -6 6 7 8 9 -11 11 -13 29 22 -16 16 17 19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=1.0625004926640056e-05 -0.00024409534871602494 -0.010383564632182207 0.0010556977837810179 0.0070248723297455674 0.0094960396419520726 -0.00058208639320380935 -0.00122810614427424 0.037356316754735552 -0.0057203630690804254 0.023342355560415834 0.037106208646936083 0.0011533152049359604 -0.0011289812847742177 -0.0035658835982111713 0.0008833266697070327 0.031466202871607889 0.0086208147071010904 0.083347165510058413 -0.0014854808991825949 0.041089305920260298 -0.0033897870066217509 0.002156987037305953 0.0025836035093154712 0.00053016681879358241 0.0010593815648127717 -0.0044522736096120358 0.0052261123516429238 -0.0018653178958455798 -0.0034598084434111355 0.0052980881582685834 leaf_weight=1117124 132384 809 1414 209 54 18118 4304 33 600 39 35 39 9935 557 308 35 20 25 73 28 130 40 10927 22913 5339 439 3892 502 763 441 leaf_count=1117124 132384 809 1414 209 54 18118 4304 33 600 39 35 39 9935 557 308 35 20 25 73 28 130 40 10927 22913 5339 439 3892 502 763 441 internal_value=9.87298e-06 3.79107e-05 -0.00232884 -0.00493687 -0.00913965 4.43407e-05 0.000522488 0.000852436 0.00228427 -0.00394658 0.000468881 0.0181581 0.000441476 0.00261126 0.00802009 0.0137444 0.0243065 0.0466657 0.00919331 0.0610223 0.00432692 0.018069 0.00228534 0.000801494 0.00106552 0.00227144 0.00257471 0.00441594 -0.00120539 -0.000855818 internal_weight=1.33153e+06 1.19914e+06 3249 1835 863 1.1959e+06 78772 60654 12815 639 47839 74 47765 12176 692 384 181 73 108 53 203 73 11484 37389 33085 10172 9733 4394 972 10376 internal_count=1331529 1199145 3249 1835 863 1195896 78772 60654 12815 639 47839 74 47765 12176 692 384 181 73 108 53 203 73 11484 37389 33085 10172 9733 4394 972 10376 is_linear=0 shrinkage=0.05 Tree=804 num_leaves=31 num_cat=1 split_feature=60 52 64 13 107 30 72 113 96 110 4 0 54 30 52 8 20 23 115 38 64 15 54 81 7 135 136 38 121 84 split_gain=3.66611 16.9648 15.1345 11.4495 11.2304 13.2013 8.65295 10.654 10.0181 8.43203 8.62952 8.34216 9.18176 8.72834 11.2983 9.46251 9.52065 13.2788 14.2682 8.14344 8.01337 16.2976 15.0162 18.7302 11.4377 11.6469 17.5991 13.8075 10.4771 10.2711 threshold=0.57356831431388866 6.9149999618530282 5.5850000381469735 1.4049999713897707 1.0000000180025095e-35 1005.8500061035157 0.80221611261367809 -0.8338540494441985 -0.98273700475692738 0.095494486391544356 8.5500001907348651 20.500000000000004 9.3649997711181658 1026.4500122070315 24.085000038146976 18.550000190734867 9.0749998092651385 9.3750000000000018 -0.9914070963859557 8.1500000953674334 32.475000381469734 2.6049998998641972 23.974999427795414 266.64739990234381 3.9500000476837163 1018.2500000000001 0 15.150000095367433 -0.66259482502937306 0.79394948482513439 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 -1 3 -3 9 -6 7 -2 -8 10 -5 13 -13 15 -15 16 17 -4 -19 -11 24 22 23 -22 29 28 27 -27 -26 -10 right_child=6 2 11 4 5 -7 8 -9 20 19 -12 12 -14 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-1.6797146559709131e-06 -0.00089221053552359861 0.0011241957257772095 0.0029555653247956525 -0.0025879619896942234 0.040646994686020274 0.0048795525987970463 0.00089442379274093744 0.00010740263682003419 -0.0015141865347888834 0.029572224159809674 -0.010635316381981667 0.002047801298746071 0.00045777322392259365 0.0078332933582938632 0.040998887806199494 -0.026898352336138489 -0.002764401838619172 0.044004336265356256 0.0097057447165882754 -0.00087485826876698236 -0.006761904696317639 -0.00019847163851594702 -0.0053775184395351535 0.00041406535965062951 0.0017779610275098095 0.010146087364545246 0.0012568459154612662 0.050486399842934175 7.927624128568645e-05 0.00016443366804477365 leaf_weight=981179 66886 9799 6009 1503 28 328 30503 44317 14347 22 428 14445 24443 130 32 27 701 37 168 12459 1140 42124 3085 4494 12456 592 1383 22 33464 24978 leaf_count=981179 66886 9799 6009 1503 28 328 30503 44317 14347 22 428 14445 24443 130 32 27 701 37 168 12459 1140 42124 3085 4494 12456 592 1383 22 33464 24978 internal_value=9.37933e-06 5.21711e-05 0.00080101 -0.000200932 -0.00108019 0.00769272 -0.000151476 -0.000493841 7.43536e-05 -0.0012969 -0.00437163 0.00133621 0.00104839 0.00291173 0.0143845 0.002644 0.00275935 0.00338248 0.0158962 -0.00082119 -0.0001068 -0.000605744 -0.00257339 -0.00103794 0.000183975 0.000702614 0.00444065 0.0114057 0.000540052 -0.00044798 internal_weight=1.33153e+06 1.05174e+06 70559 24567 14768 356 279791 111203 168588 14412 1931 45992 38888 7104 162 6942 6915 6214 205 12481 138085 50843 8719 5634 87242 47917 1997 614 45920 39325 internal_count=1331529 1051738 70559 24567 14768 356 279791 111203 168588 14412 1931 45992 38888 7104 162 6942 6915 6214 205 12481 138085 50843 8719 5634 87242 47917 1997 614 45920 39325 cat_boundaries=0 1 cat_threshold=256 is_linear=0 shrinkage=0.05 Tree=805 num_leaves=31 num_cat=0 split_feature=52 60 16 86 55 108 35 30 20 53 28 115 101 39 33 39 30 111 123 28 64 66 15 9 30 20 59 8 109 93 split_gain=4.58444 15.056 13.6076 13.7537 9.6526 14.2433 15.8523 16.1507 13.4081 12.2375 10.0108 9.83748 10.1274 8.87356 8.4987 13.8673 25.3978 24.4041 29.8868 15.3934 14.5795 13.9599 13.413 11.0472 10.8872 10.1901 9.88542 13.8177 12.141 9.51968 threshold=6.9149999618530282 0.56766796112060558 12.699999809265138 0.83727785944938671 6.4949998855590829 0.8765527904033662 11.650000095367433 1030.850036621094 7.5750000476837167 0.9350000023841859 1020.8500061035157 -0.66259482502937306 -0.97220259904861439 11.84999990463257 12.449999809265138 12.84999990463257 1017.4500122070314 -0.29584680497646326 0.026175950653851036 1027.049987792969 115.05000305175783 15.904999732971193 2.2749999761581425 19.849999427795414 1010.5499877929689 6.8949999809265146 227.80216217041018 16.849999427795414 -0.10999725759029387 -0.51264047622680653 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 14 -4 -1 6 11 8 13 -7 -10 12 -6 -8 15 20 17 18 21 -18 22 -17 23 26 -23 -24 27 -2 -28 -19 right_child=1 -3 3 -5 5 9 7 -9 10 -11 -12 -13 -14 -15 -16 16 19 29 -20 -21 -22 24 25 -25 -26 -27 28 -29 -30 -31 leaf_value=2.0822709771545412e-06 0.0074403015346905816 -1.2210945623643085e-05 0.00087103575836139878 -0.0011559029144437472 0.029501133443166811 -0.00405729870908137 0.0036414859582232363 0.028875313794359248 -0.0013298574883981633 0.0022019965361962063 -0.0057727895977665407 0.0010141883439130897 -0.0030115920981997543 -8.0365233626963702e-05 0.00094173572178149001 0.017094403937725083 -0.001457765854645016 0.00036223489690147449 0.0057640808820724494 0.029806498385874965 0.024194088567714468 0.029500447710355121 -0.0023629320188829229 0.039355519803410233 0.073100132255090614 0.0018861585722306313 -0.004358789019503301 0.041006616535014473 0.0040439628643500012 0.0099663948027741284 leaf_weight=992550 732 214374 26320 12271 24 893 1722 47 8845 6219 1480 1807 11847 22881 17140 28 991 340 85 41 72 21 2403 22 45 3418 533 32 2222 1070 leaf_count=992550 732 214374 26320 12271 24 893 1722 47 8845 6219 1480 1807 11847 22881 17140 28 991 340 85 41 72 21 2403 22 45 3418 533 32 2222 1070 internal_value=1.42714e-05 0.00019317 0.000842691 0.000226519 -3.38803e-05 -0.000673971 -0.000979488 -0.000415079 -0.000454493 0.00141606 -0.00196671 -0.0024227 -0.00294586 0.000180133 0.00165717 0.00267439 0.00589173 0.00985828 0.0272492 -0.000215678 0.00178053 0.0466772 0.00160816 0.00403468 0.0592275 0.000132067 0.00381386 0.00884622 0.00241831 0.0076505 internal_weight=1.33048e+06 282160 67786 38591 1.04832e+06 55765 48653 34975 34928 7112 10325 13678 11871 24603 29195 12055 2621 1589 179 1032 9434 94 9362 3541 66 5821 3519 764 2755 1410 internal_count=1330475 282160 67786 38591 1048315 55765 48653 34975 34928 7112 10325 13678 11871 24603 29195 12055 2621 1589 179 1032 9434 94 9362 3541 66 5821 3519 764 2755 1410 is_linear=0 shrinkage=0.05 Tree=806 num_leaves=31 num_cat=0 split_feature=52 60 16 86 55 56 84 20 67 13 31 35 35 30 112 31 91 52 31 36 132 120 82 75 107 79 84 15 67 52 split_gain=4.13746 13.588 12.2809 12.4128 8.71147 13.1383 12.3822 12.1075 10.3109 12.8764 9.88606 9.27587 17.7617 13.2285 8.89983 9.26986 8.7908 8.38554 10.4468 9.6872 8.03778 7.96432 7.96146 7.89688 7.88025 14.4994 11.0754 12.2191 8.92865 8.04279 threshold=6.9149999618530282 0.56766796112060558 12.699999809265138 0.83727785944938671 6.4949998855590829 241.05822753906253 0.86172327399253856 5.6749999523162851 10.795000076293947 1.8550000190734866 1017.1499938964845 14.250000000000002 11.34999990463257 1030.850036621094 -0.33379416167736048 1015.5499877929689 -0.72427386045455922 17.804999351501468 1026.049987792969 12.550000190734865 1018.7500000000001 0.061046212911605842 295.18760681152349 0.82592844963073742 1.0000000180025095e-35 16.535000801086429 0.85720050334930431 4.1449999809265146 19.494999885559086 3.1350001096725468 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 17 -4 24 20 7 8 -7 10 22 12 16 -14 -8 21 -9 -2 -19 -20 -6 -16 -10 -12 29 28 27 -27 -26 -1 right_child=1 -3 3 -5 5 6 14 11 9 -11 23 -13 13 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-3.6942853223785705e-05 0.0012923072972917593 -1.1600398149685859e-05 0.00082748397716857528 -0.0010981077560448772 0.00037984829985936809 -0.00090047450288053264 -9.6961731351813835e-05 -0.0041584943755361937 0.027757234991277892 -0.00085721052270958716 0.014668425728725093 -0.004009703750387685 -0.00033863692354523141 0.028123132425655679 0.0045344836161573341 -0.00023625948530274865 0.0013448288903929561 0.0036750975280074785 0.007824177284271934 0.047648828734572123 -0.013231644647435174 0.023938432765751239 0.0032441750909625133 -0.0054712044313136076 -0.0002131210582659974 -0.010218238954376006 -0.00057087650846468128 0.022730658415319592 0.030417155773223688 0.00043300918872591574 leaf_weight=886760 26284 214374 26320 12271 21842 1068 9640 6247 134 291 106 5348 9568 41 101 204 821 2848 37 26 109 111 44 90 2740 947 592 29 24 101458 leaf_count=886760 26284 214374 26320 12271 21842 1068 9640 6247 134 291 106 5348 9568 41 101 204 821 2848 37 26 109 111 44 90 2740 947 592 29 24 101458 internal_value=1.35578e-05 0.000183512 0.000800557 0.000215193 -3.21863e-05 -0.000640272 -0.00125863 -0.00188111 0.00214282 0.00703039 0.0131675 -0.00219773 -0.00161666 -0.000217195 0.000212037 0.00737248 -0.00351924 0.00157431 0.00412059 0.0242597 0.000312259 0.0146941 0.0216978 0.00542064 1.97816e-06 -0.0021259 -0.00596648 -0.00923922 5.28437e-05 1.1306e-05 internal_weight=1.33048e+06 282160 67786 38591 1.04832e+06 55765 33814 23758 1733 665 374 22025 16677 9609 10056 416 7068 29195 2911 63 21951 212 178 196 992550 4332 1568 976 2764 988218 internal_count=1330475 282160 67786 38591 1048315 55765 33814 23758 1733 665 374 22025 16677 9609 10056 416 7068 29195 2911 63 21951 212 178 196 992550 4332 1568 976 2764 988218 is_linear=0 shrinkage=0.05 Tree=807 num_leaves=31 num_cat=1 split_feature=52 12 64 135 132 12 17 78 11 41 23 33 36 122 5 35 57 133 107 135 64 33 31 136 30 107 38 21 36 120 split_gain=4.07126 9.35088 11.3744 12.709 9.70773 9.40482 8.86438 8.78815 8.46067 8.3812 7.95969 7.73319 12.1981 9.96295 20.5085 9.86032 8.95769 9.89944 12.4288 7.73408 8.75543 7.61974 7.89295 11.1125 8.60517 8.02808 7.79785 8.94641 8.77073 13.2376 threshold=44.495000839233406 2.2849999666213994 11.184999942779543 1013.0499877929689 1001.6000061035157 3.1149998903274541 12.699999809265138 45.364999771118171 13.150000095367433 13.750000000000002 5.4649999141693124 17.550000190734867 16.849999427795414 -0.78257837891578663 6.6499998569488534 15.550000190734865 308.33192443847662 1019.7500000000001 -0.73909330368041981 1026.350036621094 18.714999198913578 9.9499998092651385 1017.1499938964845 0 1026.4500122070315 -0.6225750446319579 16.050000190734867 10.694999694824221 12.550000190734865 -0.96811076998710621 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=-1 -2 3 4 8 11 7 -7 9 -3 -8 12 16 14 15 -14 17 21 19 20 -19 -4 -23 24 25 26 27 28 -24 -30 right_child=1 2 5 -5 -6 6 10 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-6.7857145151321222e-06 0.0037695279270429762 -0.0027405268739359332 -0.0014187638056697765 0.011183500108481069 -0.020981322259295082 0.0033014656161842169 -0.014076838461230236 -0.0015345765402375426 0.00992863349341821 0.028920059934968042 -9.0734783471513566e-05 -0.0053912664752629562 0.041876721885055306 0.0053802899180909114 0.058721080145413253 0.0023644707176523907 -0.0019164634847102743 0.019585645453383524 0.030052814008597512 0.035527346746530387 -0.0025803919447211798 0.00023676139791434583 0.0053680724250418218 0.0020678293369492855 -0.0048205201449390087 -0.0029018216691850353 0.029880763454870746 0.00052512835137092089 0.054564034864306457 0.013189378616074141 leaf_weight=1266451 1997 4525 1579 176 70 3790 102 1249 139 21 38220 381 20 343 29 75 1632 60 66 20 173 3028 456 4654 144 153 44 279 20 579 leaf_count=1266451 1997 4525 1579 176 70 3790 102 1249 139 21 38220 381 20 343 29 75 1632 60 66 20 173 3028 456 4654 144 153 44 279 20 579 internal_value=1.28799e-05 0.000401884 0.00029346 -0.00201052 -0.00249888 0.00049244 0.000131273 0.00210277 -0.00222273 -0.00259427 -0.000127961 0.00163263 0.00183303 0.00977135 0.0219176 0.0106828 0.00154536 0.00204733 0.0107297 0.00568885 0.0031276 0.00179407 0.00233624 0.0033407 0.00682427 0.00796411 0.00917056 0.00848747 0.0105931 0.0145708 internal_weight=1.33048e+06 64024 62027 4931 4755 57096 43361 5039 4685 4546 38322 13735 13354 467 124 95 12887 11255 319 253 233 10936 9357 6329 1675 1531 1378 1334 1055 599 internal_count=1330475 64024 62027 4931 4755 57096 43361 5039 4685 4546 38322 13735 13354 467 124 95 12887 11255 319 253 233 10936 9357 6329 1675 1531 1378 1334 1055 599 cat_boundaries=0 1 cat_threshold=514 is_linear=0 shrinkage=0.05 Tree=808 num_leaves=31 num_cat=0 split_feature=52 12 54 64 65 32 0 95 69 79 121 106 122 60 87 67 99 112 122 67 80 34 72 39 29 86 133 135 73 21 split_gain=3.92227 9.14108 7.75098 9.87433 7.51264 8.0963 10.1791 8.00965 7.87765 7.42153 8.55037 8.2478 8.06918 13.5926 9.02243 7.96311 7.38224 6.96623 6.67096 7.88939 7.19861 6.30593 8.26178 7.06966 11.1314 6.39671 6.24723 8.25803 6.15225 6.60573 threshold=79.409999847412124 3.3850001096725468 87.009998321533217 53.995000839233406 40.225000381469734 15.550000190734865 178.50000000000003 -0.41088598966598505 300.51745605468756 38.764999389648445 0.94260558485984813 -0.9957674741744994 0.36648726463317877 0.80507424473762523 0.7736547887325288 12.105000019073488 -0.95888379216194142 -0.99687939882278431 -0.47714059054851526 18.704999923706058 246.37565612792972 10.84999990463257 0.83312606811523449 11.050000190734865 1016.4500122070314 0.76992863416671764 1021.9500122070314 1023.6499938964845 0.7860575020313264 7.8949999809265146 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 28 -1 -4 5 7 16 8 -3 11 12 -6 17 14 -14 -13 -7 -11 19 20 -9 22 23 -5 -25 -23 -20 -28 -2 -30 right_child=1 4 3 21 9 6 -8 18 -10 10 -12 15 13 -15 -16 -17 -18 -19 26 -21 -22 25 -24 24 -26 -27 27 -29 29 -31 leaf_value=8.4700206342917523e-06 1.0184435105095114e-05 0.0036335659571314037 -0.00078439699853607081 -0.0096950702291602898 -0.0022422411802806284 0.020540096959018192 -0.00028732290724970219 -0.022876292722218711 0.028067275633414587 -0.013007114884490823 -0.026147244236365493 -0.0045141094505814702 0.0016653832172354062 -0.00311325327199542 0.035864428730026168 0.0023110090687974852 0.0051938818078402929 -0.0013805540835127217 -0.0030449844223167833 0.0020907511706800396 -0.0025508737685915831 -0.013585237920796363 -0.0045883558911199752 0.045584968015706794 0.0046232970593887016 -0.0045863302188559911 0.013092159583897598 -0.0027791216103044765 0.031127494734457951 0.0036361938657364524 leaf_weight=1295801 1570 214 5513 27 1301 115 687 46 39 138 35 448 30 109 54 9280 246 1940 5292 1976 822 336 325 27 43 479 143 192 22 3225 leaf_count=1295801 1570 214 5513 27 1301 115 687 46 39 138 35 448 30 109 54 9280 246 1940 5292 1976 822 336 325 27 43 479 143 192 22 3225 internal_value=1.22367e-05 0.000598569 -3.33037e-07 -0.00169026 0.000185525 -0.000867648 0.00328475 -0.00136647 0.00740003 0.000957298 -0.00162234 0.00149666 -0.00124437 0.00853521 0.0236505 0.00199669 0.0100826 -0.00215267 -0.00162829 0.000345357 -0.00362803 -0.00572747 -0.000766319 0.0120395 0.0204228 -0.00829631 -0.00262582 0.00399578 0.00257993 0.00382246 internal_weight=1.33048e+06 27924 1.30255e+06 6750 23107 9772 1048 8724 253 13335 2306 11029 2271 193 84 9728 361 2078 8471 2844 868 1237 422 97 70 815 5627 335 4817 3247 internal_count=1330475 27924 1302551 6750 23107 9772 1048 8724 253 13335 2306 11029 2271 193 84 9728 361 2078 8471 2844 868 1237 422 97 70 815 5627 335 4817 3247 is_linear=0 shrinkage=0.05 Tree=809 num_leaves=31 num_cat=1 split_feature=70 132 28 110 17 136 31 29 32 43 99 35 23 114 32 28 65 108 100 53 52 55 31 54 65 60 39 124 4 32 split_gain=3.74973 8.87603 9.67671 16.2723 11.3672 11.154 9.00594 8.12079 7.99682 20.0319 22.036 11.1931 14.8806 10.7689 10.4168 8.00263 8.7932 7.99272 7.73142 7.46586 9.35088 9.60463 9.59086 7.36055 6.78125 7.90691 7.33081 6.74342 14.692 9.9167 threshold=310.55990600585943 1022.4500122070314 1018.1499938964845 -0.48557321727275843 8.0099999904632586 0 1012.8500061035157 1020.0499877929689 9.3499999046325701 5.2500000000000009 -0.59402868151664723 8.3499999046325701 5.8849999904632577 -0.26722820103168482 8.4499998092651385 1016.4500122070314 14.144999980926515 -0.84033736586570729 0.71186563372612011 152.24499511718753 60.885000228881843 0.95499998331069957 1020.2500000000001 9.8750000000000018 27.755000114440922 0.47072851657867437 11.550000190734865 -0.061046212911605828 5.2500000000000009 7.9500000476837167 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 4 -4 7 27 -5 9 11 -11 17 -13 14 15 16 -14 -8 -7 20 21 22 -9 24 -19 26 -26 28 -2 -29 right_child=1 -3 3 5 -6 18 8 19 -10 10 -12 12 13 -15 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=3.6355416705329138e-05 -0.0010710401245110784 -0.0066792685086501345 0.047037823512577098 -0.0017902656911197509 0.0092578784872859934 -0.0013016917842682734 0.024224564619362357 -0.002860880547760865 0.00033330216073227737 0.008264344105443272 0.062661765608936548 -0.0057998969720626991 0.012595306239698246 -0.012214750484921613 0.0078319645146218749 0.0074403970413619569 0.040736624317775881 -0.00017577532402391564 -0.0038388122109666439 -0.010016421564925923 0.0054653416683844852 -0.00033211233809293784 0.0067181193865003376 -0.0067535074864720091 0.0045731005043937612 -0.0025556641155044021 0.039415168112868243 0.0072215608534107996 -0.0083052818771352128 -0.00043279020309479257 leaf_weight=1224210 4004 538 26 5262 85 9320 32 354 44861 52 29 193 46 52 529 63 70 822 4430 163 963 8364 998 398 26 46 36 431 851 23221 leaf_count=1224210 4004 538 26 5262 85 9320 32 354 44861 52 29 193 46 52 529 63 70 822 4430 163 963 8364 998 398 26 46 36 431 851 23221 internal_value=1.16249e-05 -0.00027328 -0.000240682 -0.00100129 0.0181072 -0.00107234 6.01486e-05 -0.000178465 0.000483558 0.0032992 0.02774 0.0024433 0.00659838 0.00974689 0.0113599 0.021786 0.0295771 -0.000468317 -0.00211757 0.000603633 0.000765733 0.000299932 0.00421001 -0.00106333 0.00137183 0.0131508 0.024804 -0.000641722 -0.00233908 -0.000293308 internal_weight=1.33048e+06 106265 105727 29965 111 29854 75762 16104 47255 2394 81 2313 953 760 708 179 116 1360 13750 10842 10679 9716 1352 1328 930 108 62 28507 4855 23652 internal_count=1330475 106265 105727 29965 111 29854 75762 16104 47255 2394 81 2313 953 760 708 179 116 1360 13750 10842 10679 9716 1352 1328 930 108 62 28507 4855 23652 cat_boundaries=0 1 cat_threshold=404 is_linear=0 shrinkage=0.05 Tree=810 num_leaves=31 num_cat=1 split_feature=25 28 52 136 14 112 65 53 52 36 14 12 29 7 122 0 32 35 121 40 42 30 15 64 65 23 81 35 32 120 split_gain=4.03405 6.86819 8.9129 6.73805 8.25059 7.92542 7.18089 5.613 7.53469 8.80125 8.41789 7.10257 6.19079 6.69015 7.48318 6.11447 10.2704 34.65 12.0696 6.0706 5.83221 5.37191 5.35182 5.31723 5.25061 10.1935 5.2406 5.22116 5.77901 5.21839 threshold=322.50000000000006 1017.1499938964845 174.6549987792969 0 2.8249999284744267 -0.33379416167736048 71.630001068115249 41.829999923706062 4.5750000476837167 8.6500000953674334 5.1050000190734872 4.0850000381469735 1014.9500122070314 11.150000095367433 -0.026175950653851029 300.50000000000006 9.1500000953674334 9.0500001907348651 -0.39873388409614557 8.4499998092651385 8.7500000000000018 1000.4500122070314 3.8249999284744267 3.185000061988831 113.65500259399415 7.6050000190734872 328.70872497558599 7.6499998569488534 9.2500000000000018 -0.33379416167736048 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 7 24 29 6 26 8 10 23 11 -2 -13 14 20 22 17 -17 -19 -16 -14 -18 -11 -10 -3 -26 -6 -9 -29 -5 right_child=1 3 -4 4 5 -7 -8 27 9 15 -12 12 13 -15 19 16 21 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=2.1919259709034668e-05 -0.00019577565039451133 -0.00046795214592578252 0.014884997638873756 -0.00030585908407502229 -0.0042209060470720207 -0.030278361576298873 0.0078092593743604721 -0.022831516747495961 0.039970813184045259 2.7070446644660703e-05 0.01530631991081882 -0.0085474098359178442 0.0084857030103448784 -0.0081748364695950464 0.020160946361720562 -0.0022987163042522628 -0.021348006200045348 0.061390383264575257 0.013616037014871836 -0.014370766749405968 0.04337347802584586 0.0018789199537389775 -0.0087832319881919023 0.010321896718890076 0.040522543861247276 3.9292419872557122e-05 -0.012585184820963886 0.012557918578174643 -0.0041633221731465029 -0.003072815201905936 leaf_weight=1236198 53390 19721 100 4985 1801 30 114 35 20 4066 87 464 25 85 20 110 25 39 20 35 23 5842 180 62 23 48 209 55 854 2589 leaf_count=1236198 53390 19721 100 4985 1801 30 114 35 20 4066 87 464 25 85 20 110 25 39 20 35 23 5842 180 62 23 48 209 55 854 2589 internal_value=-2.21633e-06 -0.000316095 -3.08527e-05 -0.000949358 -0.00202613 -0.00475871 -0.00439826 -5.36469e-05 2.37857e-06 0.00123747 -0.000234102 -0.00025912 -0.00544614 0.00220805 0.0107765 0.00110735 0.00212999 0.0142822 0.0451957 -0.00181378 0.0252028 0.00177995 -0.000346423 0.0175533 -0.000418876 0.0131536 -0.00509062 -0.00388124 -0.00315159 -0.00125168 internal_weight=1.33126e+06 95057 65537 29520 9728 2154 2124 65437 64493 10364 54129 54042 652 188 103 10282 6036 169 59 55 48 5867 4246 82 19792 71 2010 944 909 7574 internal_count=1331255 95057 65537 29520 9728 2154 2124 65437 64493 10364 54129 54042 652 188 103 10282 6036 169 59 55 48 5867 4246 82 19792 71 2010 944 909 7574 cat_boundaries=0 1 cat_threshold=6608 is_linear=0 shrinkage=0.05 Tree=811 num_leaves=31 num_cat=0 split_feature=117 54 17 20 116 13 42 37 29 122 32 31 37 15 32 29 38 31 127 17 121 35 31 28 40 31 17 10 32 31 split_gain=4.07617 7.29413 9.36118 6.16142 7.96802 5.87718 13.2994 11.4327 10.5131 7.54811 7.78339 10.2767 9.60453 8.22268 7.62778 8.88286 7.00669 8.95788 8.21879 6.98339 6.74934 6.525 6.50726 6.47301 6.33417 10.6644 6.07156 5.98089 5.78831 5.77824 threshold=0.7933231294155122 0.25499999523162847 13.344999790191652 5.3150000572204599 0.90992662310600292 2.935000061988831 3.1499999761581425 8.6500000953674334 1009.3500061035157 -0.49240480363368982 10.34999990463257 1017.1499938964845 10.650000095367433 3.304999947547913 12.150000095367433 1013.1499938964845 10.050000190734865 1020.7500000000001 0.94828754663467418 8.7100000381469744 -0.07845610752701758 9.1500000953674334 1016.8500061035157 1020.2500000000001 8.5500001907348651 1015.6499938964845 5.7200000286102304 8.1500000953674334 8.9499998092651385 1025.549987792969 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 -2 23 7 -7 -8 22 11 -11 13 -12 -14 -16 17 18 -13 -17 -21 -18 -10 -5 -15 -26 -25 -22 -19 -6 right_child=1 -3 -4 5 29 6 8 -9 9 10 12 16 14 24 15 19 21 28 -20 20 27 -23 -24 26 25 -27 -28 -29 -30 -31 leaf_value=2.2448855202644499e-05 -0.001720060657338304 5.6582973615205264e-05 0.0018629663612491677 -0.00010234400066894248 -0.0073529770544570466 0.0031226287055401269 -0.011650435584054392 -0.0073727946342489088 -0.00099991616594136091 -0.009186244188466218 0.0013470492933920671 -0.0082270786077997676 -0.0032153740737210774 0.018572414263035169 -0.0043254309118063222 -0.0016381324516892759 -0.014222607040597546 0.0066726382516208108 0.015413394169208694 0.0049741616239353994 -7.150575088766906e-05 0.010188886406159817 -0.0092728731001188672 0.015041065782619021 0.013497973951737186 -0.0083040545223258353 -0.0028882259014876336 0.021985441142500478 -0.017219302439527802 0.018024105305338038 leaf_weight=1234056 5482 56138 3012 22082 907 311 208 1566 685 385 361 66 809 185 261 184 31 32 83 279 39 234 364 48 173 83 2901 145 122 23 leaf_count=1234056 5482 56138 3012 22082 907 311 208 1566 685 385 361 66 809 185 261 184 31 32 83 279 39 234 364 48 173 83 2901 145 122 23 internal_value=-2.10552e-06 -0.000313852 -0.000820306 -0.00103272 -0.00244603 -0.000746274 -0.00207283 -0.00563381 -0.000659437 -0.000153768 0.000969206 -0.00287966 0.00242533 0.00694276 0.000315259 0.00346094 0.00139506 -0.00379837 0.00494178 0.00660197 0.00987666 0.0073332 -0.00387061 -0.000396178 0.0115234 0.00642935 -0.0025964 0.0173103 -0.0122547 -0.00672537 internal_weight=1.33126e+06 97199 41061 38049 6412 31637 6606 1877 4729 4521 3472 953 2519 802 1717 908 568 303 149 647 463 265 1049 25031 441 256 2949 184 154 930 internal_count=1331255 97199 41061 38049 6412 31637 6606 1877 4729 4521 3472 953 2519 802 1717 908 568 303 149 647 463 265 1049 25031 441 256 2949 184 154 930 is_linear=0 shrinkage=0.05 Tree=812 num_leaves=31 num_cat=1 split_feature=117 53 17 20 43 12 13 85 24 34 32 136 40 19 39 36 11 35 7 20 35 124 39 36 64 75 18 125 37 40 split_gain=3.68425 7.85933 9.29807 6.86345 6.33183 16.5499 10.8706 8.35936 8.8703 7.91997 7.75183 14.0711 13.2059 12.6019 9.54611 10.0143 9.513 8.98851 8.62024 7.29739 7.13107 7.84857 7.91212 6.58176 6.34273 7.25314 6.34174 11.5026 5.93513 5.92533 threshold=0.8038262426853181 0.25499999523162847 13.344999790191652 9.8550000190734881 8.8499999046325701 2.2050000429153447 2.245000004768372 0.84197887778282177 344.50000000000006 11.550000190734865 10.050000190734865 0 8.7500000000000018 8.0099999904632586 10.650000095367433 9.8499999046325701 14.949999809265138 10.750000000000002 11.34999990463257 7.055000066757203 8.0500001907348651 0.93038213253021251 12.949999809265138 11.949999809265138 1.3650000095367434 0.63879576325416576 7.4149999618530282 0.96359375119209301 8.6500000953674334 9.1500000953674334 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 6 -6 20 8 9 29 13 12 14 -8 15 18 -17 -14 -12 -20 21 -2 26 -15 25 -22 27 -23 -13 -7 right_child=1 -3 -4 -5 5 7 10 -9 -10 -11 11 28 17 23 -16 16 -18 -19 19 -21 24 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.9963522728570629e-05 0.00019617692183682259 8.6714060403043512e-05 0.0019288506445928129 0.028175814170390369 -0.0018043729221335052 0.0085552707874032227 -0.00053893780494490334 -0.026980154767919047 0.0098280241105155736 0.00014889233642070734 -0.0078259756749235656 0.0038395782143084544 0.0047639407081533141 -0.0085717866498465599 0.00020018955860404147 0.017359047358647198 -0.0064844524689798002 -0.018069161773856843 0.017179379262699839 -0.016244510933756829 -0.0017701980148376413 0.005622636745425149 -0.0067047942221316317 -0.00092018319606614214 0.0017796162420489437 -0.00988185916422968 0.0037169572393691477 0.028270905635015359 -0.0045985439040550193 0.0020862565253177909 leaf_weight=1244484 1708 50454 2729 20 9817 514 1013 26 301 5469 136 225 64 1745 1007 286 49 132 89 20 4635 126 86 335 1216 293 215 101 2823 1137 leaf_count=1244484 1708 50454 2729 20 9817 514 1013 26 301 5469 136 225 64 1745 1007 286 49 132 89 20 4635 126 86 335 1216 293 215 101 2823 1137 internal_value=-2.00024e-06 -0.000317008 -0.000877886 -0.00110593 -0.00112338 -0.000456036 -0.00183001 0.00132141 0.00142056 0.00106514 -0.00315771 -0.00190638 0.00162189 -0.00511218 0.00314321 0.00825292 0.0138715 -0.0106135 0.000570375 0.0110466 -0.000574561 0.00184321 0.00717111 -0.00733944 -0.00145447 -0.00225249 0.00987095 0.0156996 -0.00396265 0.00410023 internal_weight=1.33126e+06 86771 36317 33588 33568 17264 16304 7447 7421 7120 7924 4831 1783 3093 1587 580 335 196 245 109 8380 2236 528 2080 6144 4928 442 227 3048 1651 internal_count=1331255 86771 36317 33588 33568 17264 16304 7447 7421 7120 7924 4831 1783 3093 1587 580 335 196 245 109 8380 2236 528 2080 6144 4928 442 227 3048 1651 cat_boundaries=0 1 cat_threshold=532 is_linear=0 shrinkage=0.05 Tree=813 num_leaves=31 num_cat=1 split_feature=78 55 53 111 99 107 123 86 67 4 10 53 30 126 61 35 77 136 55 71 81 81 79 132 111 52 81 10 106 94 split_gain=3.69473 5.99606 11.1806 12.7053 9.89203 8.48401 8.28648 7.58035 6.90659 6.35738 5.80787 7.61213 6.56768 5.6552 6.37103 5.64134 4.75117 7.17531 9.46829 8.48016 9.11965 13.6506 16.5214 21.7779 12.0443 11.3068 9.90353 9.58649 9.11454 8.75446 threshold=63.254999160766609 13.50500011444092 12.885000228881838 -0.97609320282936085 -0.93901851773262013 -0.1209040805697441 0.64942333102226268 0.87013953924179088 6.8849999904632577 17.650000572204593 12.750000000000002 30.744999885559086 1001.8500061035157 -0.95368063449859608 0.48023307323455816 11.550000190734865 42.335000991821296 0 222.34500122070315 255.35951995849612 210.69031524658206 189.44718170166018 36.844999313354499 1013.5499877929689 0.033564219251275069 0.48499999940395361 230.4897155761719 17.750000000000004 -0.93149778246879567 0.081393655389547362 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 5 3 4 -3 8 9 -5 15 13 11 -4 -13 14 -7 -2 -1 19 -19 -18 21 25 23 24 27 -21 -22 -23 -28 -24 right_child=1 2 10 7 -6 6 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 17 18 -20 20 26 22 29 -25 -26 -27 28 -29 -30 -31 leaf_value=5.260289828829392e-06 0.017303394488796281 0.064043583411892702 0.033039144697763465 -0.010204459338759382 0.01606737766414881 -0.032810719763594016 0.023407246771437878 0.01930781214074655 -0.00021678306688868211 0.017306600820840054 0.0012987641088101649 0.025459858302825263 -0.0036437929942390868 -0.0061214037485550843 -0.0060987346873777673 0.0017714366431168299 -0.0041862893204026802 -0.0028942056748056636 0.018574163515586408 0.029807906443702764 -0.010486616081829971 0.0045488097043434048 -0.020179654774664529 0.062220023734414057 0.047295625807474491 -0.0021594332033836295 0.0098906656849301541 0.021735491427326843 -0.00028820834264289445 0.0060489880108636701 leaf_weight=1312012 120 22 34 36 21 49 22 55 683 23 837 28 63 263 41 114 1230 4164 52 29 233 255 57 23 23 599 225 119 9751 72 leaf_count=1312012 120 22 34 36 21 49 22 55 683 23 837 28 63 263 41 114 1230 4164 52 29 233 255 57 23 23 599 225 119 9751 72 internal_value=-1.90023e-06 0.00195365 0.00468491 0.018216 0.0406133 -0.00032274 -0.00641882 0.00763263 0.00232311 -0.00816396 0.00280012 0.0128532 0.00531118 -0.00982352 -0.0206419 0.00973654 -5.4483e-06 -0.000840156 -0.00262319 -0.000242032 0.000183844 0.00435136 0.0101104 0.0149175 0.012177 -0.000683234 -0.000296631 0.0100173 -5.86327e-05 -0.00554041 internal_weight=1.33126e+06 2411 1096 134 43 1315 398 91 917 376 962 125 91 353 90 234 1.32884e+06 16832 4216 12616 11386 1177 549 420 397 628 10209 374 9976 129 internal_count=1331255 2411 1096 134 43 1315 398 91 917 376 962 125 91 353 90 234 1328844 16832 4216 12616 11386 1177 549 420 397 628 10209 374 9976 129 cat_boundaries=0 1 cat_threshold=1925 is_linear=0 shrinkage=0.05 Tree=814 num_leaves=31 num_cat=0 split_feature=78 28 89 36 104 127 90 32 125 98 54 77 40 32 73 73 22 75 103 30 135 69 55 79 135 55 11 117 55 67 split_gain=3.3345 5.58314 6.75763 5.46175 4.96492 7.8924 5.46557 4.77333 4.62299 4.57449 4.5 4.28793 6.91854 11.7786 9.45672 7.26246 15.779 8.03942 7.99121 8.34244 7.8522 10.967 9.68447 11.1913 9.52561 7.65718 7.28088 13.2405 7.66865 13.441 threshold=63.254999160766609 1021.9500122070314 -0.82610988616943348 7.7500000000000009 -0.58656388521194447 -0.98321744799613942 -0.798823982477188 14.750000000000002 -0.98624804615974415 -0.96023914217948902 11.194999694824221 42.335000991821296 5.8500001430511483 10.750000000000002 0.81965315341949474 0.71653926372528087 7.8350000381469735 0.80194327235221874 -0.26057291030883784 1013.4500122070314 1015.3500061035157 258.84112548828131 12.765000343322756 19.175000190734867 1017.9500122070314 1.4750000238418581 17.44999980926514 -0.76037701964378346 7.9349999427795419 5.4949998855590829 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 4 -4 5 -2 -7 -6 -5 -10 -3 -1 15 -14 -15 16 -13 -18 19 25 26 -22 -23 24 -24 -17 28 -28 -20 -30 right_child=1 10 3 8 7 6 -8 -9 9 -11 -12 12 13 14 -16 18 17 -19 20 -21 21 22 23 -25 -26 -27 27 -29 29 -31 leaf_value=4.9972750927509602e-06 0.02561821967397851 0.034470830922946331 0.011711203171478087 -0.016734998889098112 0.006766630716848375 -0.0054173617027486274 0.008430426087706229 -0.012922623622580433 0.01808990065141448 -0.002440369032730449 0.0081107604180407876 0.00094895826071339875 -0.01622446685470148 -0.0063928072959486548 0.0064917617675813825 0.010170232943658319 0.013738915816192394 0.051075197774029912 -0.003183033610706429 0.0078949632332779053 0.042139070443809039 0.013369734056465039 0.045535060325637464 -0.0081173541040586404 -0.0021425812759182671 -0.0090490845865033986 0.026707843720662195 0.0011103743272956967 0.014755524187825764 -0.00074193385520580349 leaf_weight=1312012 27 20 71 55 809 316 92 32 28 876 85 3551 189 418 216 56 46 21 4241 98 20 164 20 179 22 695 52 1773 144 4927 leaf_count=1312012 27 20 71 55 809 316 92 32 28 876 85 3551 189 418 216 56 46 21 4241 98 20 164 20 179 22 695 52 1773 144 4927 internal_value=-1.80522e-06 0.00185597 0.00134255 -0.00167007 0.00377436 -0.000562288 -0.00229482 0.00601746 -0.00266076 -0.00180448 0.0131317 -5.17589e-06 -0.000798148 -0.00526901 -0.00200311 -0.000568308 0.00140252 0.0254413 -0.00114376 -0.00582553 -0.000799383 0.00603945 0.00416414 -0.00266716 0.0205611 -0.00761595 -0.00104808 0.00183973 -0.00161404 -0.000301856 internal_weight=1.33126e+06 2411 2306 1030 1276 435 408 841 959 904 105 1.32884e+06 16832 823 634 16009 3618 67 12391 849 11542 405 385 221 42 751 11137 1825 9312 5071 internal_count=1331255 2411 2306 1030 1276 435 408 841 959 904 105 1328844 16832 823 634 16009 3618 67 12391 849 11542 405 385 221 42 751 11137 1825 9312 5071 is_linear=0 shrinkage=0.05 Tree=815 num_leaves=31 num_cat=0 split_feature=28 38 31 19 12 34 21 64 122 32 20 86 15 15 31 126 71 1 55 39 4 37 1 34 8 23 30 86 22 15 split_gain=4.25328 14.7865 16.2891 27.1007 20.8884 21.7197 14.1614 12.4045 12.3131 11.9793 11.7698 15.451 10.8344 15.2019 13.1344 11.3608 16.9509 10.6493 13.3227 10.4294 10.3158 10.2101 10.1634 14.4161 13.8653 17.596 10.4708 9.95193 9.80345 10.7528 threshold=1012.1499938964845 18.650000572204593 1012.1499938964845 8.7100000381469744 2.3549998998641972 13.050000190734865 9.5050001144409197 84.40000152587892 -0.36648726463317866 11.250000000000002 9.5150003433227557 0.70272037386894237 4.0150001049041757 3.0449999570846562 1017.5499877929689 -0.8338540494441985 305.49931335449224 247.50000000000003 30.045000076293949 8.7500000000000018 5.1499998569488534 13.84999990463257 255.50000000000003 12.250000000000002 6.4500000476837167 7.7650001049041757 1017.3500061035157 0.8667733669281007 7.4549999237060556 1.5349999666213991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 7 5 6 9 19 22 -5 12 -12 13 14 -10 16 27 18 20 -4 -7 -8 23 -6 -25 -26 -24 -15 29 -22 right_child=-2 -3 3 4 8 17 21 -9 10 -11 11 -13 -14 15 -16 -17 -18 -19 -20 -21 28 -23 26 24 25 -27 -28 -29 -30 -31 leaf_value=9.1819529333098766e-05 -4.1773508171516661e-05 -0.00091558993636044412 -0.009682003178954077 0.0022310452844228408 0.00070874152222586426 0.0020984136746315745 0.019438468150654056 0.024041099650383011 -0.00072686657311364969 0.006096092476478368 -0.014871408488469393 0.0015172901034280328 -0.0056955513985504479 0.0092715210649046299 -0.012137960226302515 -0.00036698812318155009 -0.021306032819673418 0.00049532882417283768 -0.012108396777972196 -0.0004829961121112739 0.0075379863345509494 -0.0087255578374842539 0.0013689990049929718 0.0026661357701081656 -0.0020632929366978781 0.030893810418215983 -0.03173069567419589 -0.020420569348438035 0.012582026302569091 -0.00221350132665297 leaf_weight=201894 1047537 27920 314 3554 384 3355 247 51 3819 4599 335 252 867 1050 270 904 50 8631 136 16451 896 37 5357 145 54 162 24 29 519 413 leaf_count=201894 1047537 27920 314 3554 384 3355 247 51 3819 4599 335 252 867 1050 270 904 50 8631 136 16451 896 37 5357 145 54 162 24 29 519 413 internal_value=4.67346e-06 0.00017677 0.000296467 0.00107743 0.00184991 0.002791 0.00479359 -0.000580389 0.000312319 0.00441127 -0.0010355 -0.00783572 -0.000464352 0.000276493 -0.00148035 0.00381005 0.00715465 0.00157982 0.00333961 -0.000655289 0.00374496 0.0157692 0.00197916 0.00745252 0.014626 0.0226545 0.00122137 0.00847349 0.00676692 0.00446131 internal_weight=1.33026e+06 282719 254799 52905 36089 22387 8437 16816 13702 8153 7576 587 6989 6122 4089 2033 1129 13950 5319 16765 5183 284 6126 745 361 216 5381 1079 1828 1309 internal_count=1330256 282719 254799 52905 36089 22387 8437 16816 13702 8153 7576 587 6989 6122 4089 2033 1129 13950 5319 16765 5183 284 6126 745 361 216 5381 1079 1828 1309 is_linear=0 shrinkage=0.05 Tree=816 num_leaves=31 num_cat=2 split_feature=52 17 136 12 29 64 15 55 52 67 8 12 96 136 35 111 124 2 52 87 109 75 55 75 14 76 135 31 57 96 split_gain=4.09168 11.2644 11.2065 10.1769 11.3179 9.56607 9.4059 8.84373 14.4076 12.1229 10.6698 14.0443 12.8134 10.8887 15.185 11.6259 17.2303 12.6126 16.8124 10.072 11.2725 15.9654 14.7712 11.7469 12.2815 11.137 10.976 10.9218 12.4683 10.2966 threshold=21.57499980926514 11.775000095367433 0 2.0449999570846562 1007.0499877929689 2.0249999761581425 1.6749999523162844 6.4949998855590829 4.9949998855590829 0.92500001192092907 16.150000572204593 2.054999947547913 -0.91885125637054432 1 10.250000000000002 -0.017508870922029015 -0.8703225553035735 150.50000000000003 14.265000343322756 0.87416738271713268 -0.33031125366687769 0.58915531635284435 2.495000004768372 0.78601199388504039 1.1549999713897707 63.079999923706062 1014.8500061035157 1014.0499877929689 27.210171699523929 -0.80852407217025746 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 -2 4 -3 -5 -4 8 -1 -10 -9 12 -12 14 -13 17 -17 -16 -19 20 21 -11 26 -24 -25 -23 29 28 -26 -22 right_child=1 3 6 5 -6 -7 -8 10 9 19 11 13 -14 -15 15 16 -18 18 -20 -21 22 25 23 24 27 -27 -28 -29 -30 -31 leaf_value=-1.9077868583994934e-05 -0.0016229679974340883 -0.0044590564474307776 -0.0077208185461475638 -0.0088039358713168422 0.0018615028233117522 -7.9036164402789495e-06 0.0026905094111965371 -0.0004159616400900959 -0.0012893305083741728 0.0031904187738939003 0.0020752862002700566 -0.0040236932043222224 0.057372064372016633 8.5154533306967996e-05 -0.014031785161475116 0.045497623719275002 0.011352412672309313 0.016056687227311604 -0.01042335278947245 -0.00021716346896860175 0.0050504812017403769 -0.0026355399954981467 0.00068719341153085248 0.010710243398360486 0.02437107878873716 0.030191055748414682 0.015808408520658651 0.0036573116173018536 -0.00030256742794261137 0.00017656631139911609 leaf_weight=959555 2038 754 222 310 11677 106536 9507 167584 6690 1812 20 288 22 2503 89 40 484 188 88 14191 3651 4144 26523 459 52 26 191 5737 3334 1541 leaf_count=959555 2038 754 222 310 11677 106536 9507 167584 6690 1812 20 288 22 2503 89 40 484 188 88 14191 3651 4144 26523 459 52 26 191 5737 3334 1541 internal_value=4.43978e-06 0.000269713 0.00174563 0.000124109 0.00147813 -3.34242e-05 0.00245042 -2.45479e-05 3.08826e-05 0.00073226 -0.000357154 0.00229068 0.0310403 0.00196256 0.00590415 0.00918678 0.0139589 0.00233582 0.00761378 0.000951595 0.00130099 -0.00072813 0.00159356 0.00122927 0.00272976 -0.00243087 0.00403693 0.00232824 7.63545e-05 0.00360389 internal_weight=1.33026e+06 131044 11767 119277 12431 106846 9729 1.19921e+06 1.02791e+06 68351 171306 3722 42 3680 1177 889 524 365 276 61661 47470 5982 41488 36105 9582 4170 5383 9123 3386 5192 internal_count=1330256 131044 11767 119277 12431 106846 9729 1199212 1027906 68351 171306 3722 42 3680 1177 889 524 365 276 61661 47470 5982 41488 36105 9582 4170 5383 9123 3386 5192 cat_boundaries=0 1 2 cat_threshold=2146 1556 is_linear=0 shrinkage=0.05 Tree=817 num_leaves=31 num_cat=1 split_feature=28 37 136 30 30 64 55 109 79 15 22 127 36 101 20 5 88 11 31 36 43 28 127 28 22 37 36 36 31 12 split_gain=3.87901 13.2003 15.243 18.5977 9.6578 9.4162 11.2143 14.3995 16.71 19.6285 10.8788 10.7499 8.97557 12.1097 9.59588 9.98673 10.3737 8.86709 8.66996 8.66224 14.3937 20.9789 12.7646 12.4678 15.5587 19.2144 16.3354 12.4084 11.8736 10.7401 threshold=1012.1499938964845 18.750000000000004 0 1012.4500122070314 1016.9500122070314 94.704998016357436 50.125000000000007 -0.89958572387695301 12.324999809265138 2.7649999856948857 10.135000228881838 -0.96359375119209278 9.2500000000000018 0.15058214962482455 9.1050000190734881 8.3499999046325701 -0.8335108458995818 21.050000190734867 1010.0499877929689 11.949999809265138 4.7500000000000009 1009.1499938964845 -0.52247866988182057 1009.4500122070314 4.8350000381469735 13.84999990463257 13.449999809265138 11.250000000000002 997.35000610351574 2.2649999856948857 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 12 6 19 -8 9 -9 -10 -11 13 -4 15 -15 17 -17 -16 20 22 28 27 24 25 26 -21 29 -22 -1 right_child=-2 -3 4 -5 -6 -7 7 8 10 11 -12 -13 -14 14 18 16 -18 -19 -20 23 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0042059422400780025 -4.0139127237987781e-05 -0.00088772332126402166 -0.010666349282012395 0.003684661684159369 -0.0072283470808221437 -0.009997154606104482 -0.0047070540086422835 -0.0064186680187104331 0.010208414844993758 0.0089826954645104706 -0.013116204544718638 0.047428952032855409 0.00017143467579474778 -0.005487159931032784 0.00380999854655166 0.0041233394711030699 -0.0022313726216744083 0.031933396632472674 0.033590438451085773 0.016838682953014293 0.01571150367879974 -0.00079350558543530506 0.0042985013327478594 0.00028874220273194092 0.0022664052607190175 0.0082802227504501415 0.079274341464042664 0.0040428662998863822 -0.011555712454474537 -0.013524098548174174 leaf_weight=115 1047537 26776 388 6242 447 204 181 33 277 24 61 75 211996 1186 81 643 1355 30 35 22 42 1947 1541 19085 8313 149 20 311 808 332 leaf_count=115 1047537 26776 388 6242 447 204 181 33 277 24 61 75 211996 1186 81 643 1355 30 35 22 42 1947 1541 19085 8313 149 20 311 808 332 internal_value=4.21722e-06 0.000168567 0.000279073 0.0011784 0.000113503 0.000712316 0.000777852 0.00727589 0.0118906 0.0269768 0.00599894 0.0381086 0.000128722 -0.00230668 -0.00133264 -0.00184256 0.000288856 0.00536302 0.0127955 0.000648428 -0.0012455 -0.00365466 0.00168552 0.000998259 0.00259058 0.0167 0.0465699 -0.00362663 -0.0102084 -0.00896268 internal_weight=1.33026e+06 282719 255943 39782 216161 33540 33336 651 470 132 338 99 215714 3718 3330 3214 2028 673 116 32685 5096 2797 2299 27589 8504 191 42 758 850 447 internal_count=1330256 282719 255943 39782 216161 33540 33336 651 470 132 338 99 215714 3718 3330 3214 2028 673 116 32685 5096 2797 2299 27589 8504 191 42 758 850 447 cat_boundaries=0 1 cat_threshold=1066 is_linear=0 shrinkage=0.05 Tree=818 num_leaves=31 num_cat=2 split_feature=28 38 29 29 20 34 36 88 13 114 136 15 9 38 40 110 17 2 28 15 40 136 120 9 123 127 32 31 26 43 split_gain=3.50081 12.4001 12.555 10.9775 9.78509 8.90536 8.88976 13.9638 16.4719 14.6993 13.6499 13.9425 14.7624 13.581 14.5116 24.2508 21.0065 19.7311 16.3689 16.1448 15.2947 13.7232 28.2552 26.8855 12.3475 12.183 29.9034 33.3188 28.0757 26.2959 threshold=1012.1499938964845 19.250000000000004 1011.8500061035157 1015.6499938964845 10.234999656677248 12.550000190734865 11.750000000000002 -0.96650102734565724 2.2649999856948857 0.43049471080303198 0 1.9750000238418581 12.750000000000002 14.150000095367433 8.0500001907348651 -0.83795985579490651 11.269999980926515 156.50000000000003 1004.9500122070314 4.1449999809265146 13.050000190734865 1 -0.47714059054851526 6.3500001430511483 -0.67556449770927418 -0.50751903653144825 12.550000190734865 1000.3500061035157 186.50000000000003 9.7500000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 2 6 4 5 -4 7 -1 10 25 11 -9 -13 -8 -15 16 17 -16 -19 20 21 22 23 -17 -25 26 -10 28 -28 -30 right_child=-2 -3 3 -5 -6 -7 13 8 9 -11 -12 12 -14 14 15 19 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=0.0015488730642485963 -3.8132171222226203e-05 -0.0010115426755484991 0.0027004030962148539 -0.0062946846747135732 -0.0063640150176751164 0.00083389606187211506 0.00070169532136295958 0.0003734661138474217 -0.00430101513770081 -0.043527338369971233 9.7563876316112476e-05 0.010570815143353835 0.043440213033586354 -0.0005491057763498371 0.00487991584783518 -0.0015225827162794305 0.004690186748360625 0.013914450918812127 0.067568301274017847 -0.012062600263024904 3.7899463499438196e-05 0.0022081965234349295 -0.0054773484539240606 0.022417409733498064 0.053240014335218203 -0.00088039191103310736 0.087594584437708067 0.002908808145056686 -0.0090141020744340505 0.064070465548429642 leaf_weight=6878 1047537 20911 9560 478 406 19275 94468 387 6842 21 12491 338 38 66374 38 64 164 21 44 247 19735 7454 125 64 66 15591 21 566 32 20 leaf_count=6878 1047537 20911 9560 478 406 19275 94468 387 6842 21 12491 338 38 66374 38 64 164 21 44 247 19735 7454 125 64 66 15591 21 566 32 20 internal_value=4.00636e-06 0.000160139 0.000253723 0.00122132 0.00134419 0.00145272 0.000129822 -0.000517015 -0.000907947 -0.00171433 0.000497045 0.00694462 0.0138927 0.000277862 -0.000146294 0.00080782 0.0158046 0.0335014 0.050234 0.000663553 0.000777823 0.00265643 0.012664 0.0250057 0.0380658 -0.00167627 -0.00333494 0.00700912 0.0388006 0.0190953 internal_weight=1.33026e+06 282719 261808 29719 29241 28835 232089 43225 36347 23093 13254 763 376 188864 94396 28022 267 103 65 27755 27508 7773 319 194 130 23072 7481 639 73 52 internal_count=1330256 282719 261808 29719 29241 28835 232089 43225 36347 23093 13254 763 376 188864 94396 28022 267 103 65 27755 27508 7773 319 194 130 23072 7481 639 73 52 cat_boundaries=0 1 2 cat_threshold=16 515 is_linear=0 shrinkage=0.05 Tree=819 num_leaves=31 num_cat=1 split_feature=52 61 57 71 136 39 28 35 83 85 30 7 38 129 120 53 25 22 33 5 1 38 85 5 22 74 20 61 77 34 split_gain=3.65622 6.26974 5.28833 7.73126 7.04707 7.02107 7.04793 6.93673 11.8724 17.1308 11.778 7.65859 6.08019 6.01388 5.8022 6.27912 5.61869 5.50067 7.30202 5.23385 5.73988 7.73484 5.05691 5.00329 4.99451 5.05758 5.88037 4.97767 4.87391 7.59409 threshold=122.03499984741212 0.93781083822250377 277.59364318847662 258.41957092285162 0 11.550000190734865 1023.1499938964845 10.050000190734865 303.09109497070318 0.79257154464721691 1016.3500061035157 11.84999990463257 14.84999990463257 178.50000000000003 -0.74892720580101002 88.034999847412124 302.50000000000006 8.8450002670288104 11.34999990463257 2.3500000238418584 14.500000000000002 12.449999809265138 0.6818981170654298 1.5500000119209292 8.4349999427795428 0.81384676694870006 8.5950002670288104 0.67217549681663524 27.224999427795414 8.4499998092651385 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 13 4 16 -5 7 8 11 10 -10 -7 23 14 15 22 -4 18 -6 20 -3 -22 -2 -8 25 26 -16 -17 -29 -30 right_child=1 19 3 5 17 6 12 -9 9 -11 -12 -13 -14 -15 24 27 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-4.0041923479918646e-06 -0.0019425071737900073 -0.0073039830743180604 0.016662051699873386 -0.0020434152701707189 0.034544257216155526 0.0024230959965633363 -0.014999832155653973 0.0021283618710530353 0.02351268604048528 0.006505675217025538 0.07499121626839042 0.025581385057944901 0.0078309804148999837 -0.023417691815772964 0.022629853241288894 -0.029100311296393296 -0.0011274882973256435 -0.0034348035637598029 -0.003301732636128481 -0.0058238612817891507 -0.0069100223467544178 0.023317782083620966 0.026071191858500244 -0.0022819541195750735 0.0014271080993016041 -0.01204216343088188 -0.0036583300664002061 -0.00089508041452903027 -0.041407906973645804 -0.0089674835180630907 leaf_weight=1318548 49 61 230 1240 25 422 87 5114 25 67 20 39 134 29 26 28 55 173 26 571 33 59 24 696 1904 149 117 156 21 128 leaf_count=1318548 49 61 230 1240 25 422 87 5114 25 67 20 39 134 29 26 28 55 173 26 571 33 59 24 696 1904 149 117 156 21 128 internal_value=3.8069e-06 0.000883488 0.00118055 0.00179627 0.00776778 0.00140878 0.00205698 0.00271289 0.00792974 0.0225314 0.046392 0.00438226 -0.00201077 -0.000774287 -0.00052192 -0.0060131 0.0127805 0.000784361 0.0152502 -0.00362327 0.00458938 0.0124752 0.00726748 -0.00369505 0.000493298 -0.00559565 0.00112134 -0.00892446 -0.00707225 -0.0135396 internal_weight=1.33026e+06 11708 10984 8353 509 7844 6604 5687 573 112 45 461 917 2631 2602 406 285 224 51 724 153 92 73 783 2196 292 143 333 305 149 internal_count=1330256 11708 10984 8353 509 7844 6604 5687 573 112 45 461 917 2631 2602 406 285 224 51 724 153 92 73 783 2196 292 143 333 305 149 cat_boundaries=0 1 cat_threshold=788 is_linear=0 shrinkage=0.05 Tree=820 num_leaves=31 num_cat=0 split_feature=108 24 97 16 21 84 37 30 53 67 38 78 34 39 134 75 8 35 76 63 74 23 135 123 31 52 12 70 87 85 split_gain=4.83806 17.2177 10.9826 10.3323 9.90794 11.8497 9.91761 18.0504 9.81547 17.2851 9.74729 18.869 16.5677 14.8537 8.95661 12.8602 11.6119 9.25161 8.577 8.5721 8.50915 8.29604 13.7274 8.15575 8.1887 7.90339 7.85814 11.0586 9.71338 7.97067 threshold=-0.94244751334190358 284.50000000000006 -0.97879692912101735 8.7100000381469744 5.8750000000000009 0.89479109644889843 10.750000000000002 1005.3500061035157 3.5949999094009404 8.7550001144409197 13.650000095367433 23.064999580383304 14.150000095367433 14.949999809265138 1012.1499938964845 0.81954973936080944 8.9499998092651385 11.750000000000002 29.414999961853031 0.5721728801727296 0.85301640629768383 8.1449999809265154 1013.7500000000001 0.98321744799613964 1017.7500000000001 63.449998855590827 1.435000002384186 293.09140014648443 0.81183415651321422 0.79848444461822521 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 4 5 20 7 -6 -9 -10 -1 14 18 19 15 17 -17 -12 -13 -14 -4 23 26 -3 -25 -18 27 -23 -28 -30 right_child=-2 21 3 -5 6 -7 -8 8 9 -11 11 12 13 -15 -16 16 25 -19 -20 -21 -22 22 -24 24 -26 -27 28 -29 29 -31 leaf_value=-0.0041774935849664659 2.4494039664952627e-06 -0.007360021770556141 -0.00085029040618529955 0.0019729578582595038 0.042131429608782821 0.013843603511557421 -0.0062964372094555009 -0.016061870990233731 0.032452075133721031 -0.0076135418377816684 0.018169306688556073 0.019252580508243206 0.059975697414483879 0.00090825413087649003 -0.020012518160399936 -0.0045743560185655951 0.029700780662242323 -0.0050000283970696143 -0.0084978524990426962 0.026124213621434241 0.028012915987234849 0.00036066941397291594 0.022681660495762684 -0.0028752916515236947 0.033898351388052105 0.001213790314005954 -0.0014656716635675824 0.037617147168410678 -0.0045579870422490136 -0.027798830116433762 leaf_weight=2530 1315316 1621 1428 6191 29 164 1232 64 45 67 46 43 32 35 63 72 80 680 79 45 26 69 58 41 24 35 708 28 78 70 leaf_count=2530 1315316 1621 1428 6191 29 164 1232 64 45 67 46 43 32 35 63 72 80 680 79 45 26 69 58 41 24 35 708 28 78 70 internal_value=-7.95977e-06 -0.000880965 -0.000125968 0.000798825 -0.00158057 0.00110289 -0.00460203 0.00558092 -0.000441612 0.00848425 -0.00241223 0.00127876 0.0140305 0.0279161 -0.00177851 -0.000520306 0.0111721 -0.003532 0.00128304 0.0401924 -0.000334167 -0.00451626 -0.000935147 -0.00666365 0.0107027 0.0210308 -0.00237248 0.0111151 -0.00390086 -0.0155503 internal_weight=1.331e+06 15683 12986 9246 3055 1618 1437 205 176 112 3740 1210 234 112 976 913 187 726 122 77 1454 2697 1011 1686 65 115 953 97 856 148 internal_count=1330999 15683 12986 9246 3055 1618 1437 205 176 112 3740 1210 234 112 976 913 187 726 122 77 1454 2697 1011 1686 65 115 953 97 856 148 is_linear=0 shrinkage=0.05 Tree=821 num_leaves=31 num_cat=1 split_feature=98 108 81 35 28 76 58 136 126 19 52 55 30 33 120 53 66 2 90 6 85 28 31 103 108 21 60 84 17 66 split_gain=4.69998 7.77175 7.63207 8.50808 8.21387 8.23805 7.28683 9.10883 9.92412 9.23587 8.80887 7.60419 9.41976 17.7096 7.28725 12.0964 20.6994 12.1002 9.55969 8.52328 8.40139 7.77477 9.80417 12.6099 9.13973 11.1998 9.03728 7.72072 7.64053 7.79539 threshold=-0.9937288463115691 -0.94244751334190358 264.52885437011724 16.550000190734867 1025.850036621094 1.5349999666213991 286.85537719726568 0 0.38266885280609136 14.550000190734865 47.295000076293952 6.8949999809265146 1012.0499877929689 11.449999809265138 -0.90255093574523915 4.9649999141693124 10.914999961853029 230.50000000000003 -0.98010024428367604 12.550000190734865 0.63432288169860851 1009.3500061035157 1016.7500000000001 0.6582515835762025 -0.12575440853834149 7.3350000381469735 0.70021814107894909 0.87477916479110729 14.550000190734865 63.875000000000007 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 6 4 5 -4 7 -3 9 14 11 12 13 -10 15 16 -9 -18 21 27 -17 24 -23 28 25 -16 -27 -20 29 -24 right_child=-2 2 3 -5 -6 -7 -8 8 10 -11 -12 -13 -14 -15 18 20 17 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0030352100671329381 1.6043743508894811e-05 -6.6754993386037862e-05 0.0012692904912194318 0.0011804830916266123 0.0031661587579309026 -0.0011969025359487252 -0.0019960678638085119 0.0061927906234216477 0.057786874137818814 -6.6797780266530081e-07 0.0057321210867402527 -0.0072118459413158713 -0.0011678493933462496 -0.006545498817349258 0.026362797073935247 0.031950190596937857 0.018645097985863685 0.069198440041007669 0.00080383777416113966 -0.02052938735527594 0.002906397947781443 0.00023048597918494336 0.0075756733945768623 0.046486780680716044 -0.010399465343322267 -0.013806793096009642 0.011776125583486329 0.023562200034135269 -0.0016156974314755768 0.031319572673075731 leaf_weight=2666 1251974 14324 3699 5667 1223 40041 2799 70 20 2130 308 672 430 23 121 27 20 29 1930 46 320 927 869 20 44 40 252 38 234 36 leaf_count=2666 1251974 14324 3699 5667 1223 40041 2799 70 20 2130 308 672 430 23 121 27 20 29 1930 46 320 927 869 20 44 40 252 38 234 36 internal_value=-7.56178e-06 -0.000381538 -0.000288888 -0.000645231 -0.000875339 -0.000988342 0.000412331 0.000706317 0.0019908 0.00275836 -0.00177416 -0.00379331 0.00106346 0.0233765 0.00392833 0.00988381 0.0236399 0.0485644 0.00331932 0.000745987 0.00516629 0.00535734 0.00406332 0.00712893 0.011264 0.0135719 0.00827162 0.00124328 0.00643783 0.00852018 internal_weight=1.331e+06 79025 76359 50630 44963 43740 25729 22930 8606 7153 1453 1145 473 43 5023 466 119 49 4557 2014 347 2543 2086 1159 457 413 292 1968 1139 905 internal_count=1330999 79025 76359 50630 44963 43740 25729 22930 8606 7153 1453 1145 473 43 5023 466 119 49 4557 2014 347 2543 2086 1159 457 413 292 1968 1139 905 cat_boundaries=0 1 cat_threshold=3233 is_linear=0 shrinkage=0.05 Tree=822 num_leaves=31 num_cat=0 split_feature=98 108 134 81 35 28 76 36 7 10 76 77 31 66 58 67 20 96 23 38 39 79 127 31 127 65 64 12 53 107 split_gain=4.24174 7.014 7.21782 6.88793 7.67854 7.41301 7.43484 7.0762 7.64724 7.53229 7.27872 6.82642 8.44968 12.7358 6.64782 7.57517 11.4935 9.24898 9.03295 8.89188 8.61076 7.92191 15.1254 8.05476 9.12178 11.2465 7.84092 7.39083 7.34904 9.68337 threshold=-0.9937288463115691 -0.94244751334190358 1018.2500000000001 264.52885437011724 16.550000190734867 1025.850036621094 1.5349999666213991 12.050000190734865 3.7500000000000004 0.35000000894069677 57.135000228881843 5.2449998855590829 1016.4500122070314 29.775000572204593 286.52896118164068 8.1750001907348651 7.4549999237060556 -0.96860426664352406 7.9849998950958261 12.84999990463257 11.949999809265138 29.095000267028812 -0.026175950653851029 1014.4500122070314 -0.96359375119209278 35.745000839233406 63.780000686645515 3.4650000333786015 17.244999885559086 -0.93231478333473194 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 7 5 6 -5 9 11 -3 -11 12 -9 -14 15 27 17 20 26 21 -17 23 -23 -20 25 -25 -18 -10 29 -22 right_child=-2 3 -4 4 -6 -7 -8 8 14 10 -12 -13 13 -15 -16 16 18 -19 19 -21 28 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0031096341256830889 1.5241557562057878e-05 0.021951286603164463 0.027040770240128045 0.0012058259594816224 0.0011214589402327149 0.003007850847342237 -0.0011370574099814456 -0.0013983546124886643 0.0010745433199148987 -0.0014588475057733647 0.021414088202374323 -0.002019013825545769 0.0021245529486235274 0.035982535932479159 -0.0016679179337070167 0.036504547378240985 6.0733177356731822e-05 -0.001347383865628901 -0.0011164101961600994 0.0022737930839603522 0.0048918047422730048 0.0082073067207488748 0.049087844129119602 0.056397029152140024 0.0067952136271601966 0.012209797787687018 -0.012974723741816458 -0.015063643963609744 -0.00023991515441633925 0.015620474818122086 leaf_weight=2646 1251974 35 20 3699 5667 1223 40041 2536 4843 5577 35 3355 3448 28 1260 29 1091 234 175 1541 380 64 35 24 149 36 129 72 182 471 leaf_count=2646 1251974 35 20 3699 5667 1223 40041 2536 4843 5577 35 3355 3448 28 1260 29 1091 234 175 1541 380 64 35 24 149 36 129 72 182 471 internal_value=-7.18371e-06 -0.000362462 -0.00288345 -0.000274444 -0.00061297 -0.000831572 -0.000938925 0.000391713 0.000831421 -0.00117199 -0.0013162 -0.000212133 0.000796198 0.00239729 0.00174369 0.00219833 0.00367088 0.00765109 0.00208076 0.00412918 0.0096338 0.0100487 0.02266 0.00679739 0.0134238 0.0298847 -0.00131761 0.000838134 0.00887944 0.0108298 internal_weight=1.331e+06 79025 2666 76359 50630 44963 43740 25729 20082 5647 5612 9367 6012 3476 10715 9455 4540 1296 3244 2024 1062 483 99 384 209 60 1220 4915 1033 851 internal_count=1330999 79025 2666 76359 50630 44963 43740 25729 20082 5647 5612 9367 6012 3476 10715 9455 4540 1296 3244 2024 1062 483 99 384 209 60 1220 4915 1033 851 is_linear=0 shrinkage=0.05 Tree=823 num_leaves=31 num_cat=0 split_feature=108 24 13 66 35 67 39 67 36 0 65 28 63 29 88 8 97 31 38 37 31 8 63 12 57 68 107 12 79 58 split_gain=3.87287 15.4799 9.97084 13.2536 17.4858 12.6844 12.5558 16.7962 15.239 14.0755 14.0234 13.8853 12.5191 12.2241 11.7523 11.0635 10.8003 10.1826 9.88172 14.2955 14.6194 12.4171 11.0031 10.7177 10.3571 9.90223 16.0641 12.4769 24.0904 15.189 threshold=-0.94244751334190358 284.50000000000006 1.1250000000000002 14.425000190734865 9.8499999046325701 16.945000648498539 10.550000190734865 3.1750000715255742 12.84999990463257 132.50000000000003 1.9249999523162844 1016.3500061035157 0.7541051208972932 1010.6499938964845 -0.92902556061744679 10.650000095367433 -0.9507065713405608 1007.6499938964845 15.050000190734865 14.449999809265138 1010.0499877929689 5.6499998569488534 0.78617930412292492 3.2749999761581425 229.5314636230469 265.79597473144537 -0.84509876370429982 3.4650000333786015 13.434999942779543 272.60522460937506 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 6 10 9 15 -8 -4 -10 -7 16 17 -9 -12 -11 19 21 -21 23 -20 24 -6 -23 27 28 -27 -30 right_child=-2 -3 3 4 18 12 7 8 11 14 13 -13 -14 -15 -16 -17 -18 -19 22 20 -22 25 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.0050449238793714851 2.4886308979736923e-06 -0.0042348766804043095 -0.014483745124501488 -0.0074704145554235967 0.049857050091352155 0.00079174337164508507 0.0080574470488702626 -0.0035962273172366159 -8.5181931532295816e-06 0.030997878087289404 -0.024668945862752638 -0.010272790293140998 0.016939519921978636 0.015149993034881643 -0.0067299828965042248 -0.011549045600133532 0.0055516084691263597 0.0019648653176139643 -0.010879104105136027 -0.00097132312824447413 0.02536729193645228 0.0026693232609323477 0.013429117193772344 0.0010055511061078575 0.014361592235979792 0.0022354274943649057 -0.0093707545076934049 -0.010755030055493379 0.0096896590940930231 0.060257093588624036 leaf_weight=887 1315316 2697 78 513 23 532 485 713 1570 33 41 417 155 261 600 1131 106 356 254 86 136 3293 57 158 193 251 490 107 27 33 leaf_count=887 1315316 2697 78 513 23 532 485 713 1570 33 41 417 155 261 600 1131 106 356 254 86 136 3293 57 158 193 251 490 107 27 33 internal_value=-6.82453e-06 -0.000787909 -7.20248e-05 -0.000447158 0.00132938 -0.00198867 -0.00275073 -0.0034554 -0.00520052 0.00108025 0.00494128 -0.00216262 0.00443498 0.00865488 -0.00234132 -0.00847401 -0.00287725 0.00442782 0.00221315 0.00277311 0.015164 0.00217185 -0.0064239 0.0109021 0.0181412 0.00139463 -0.00322826 0.00397227 0.00903922 0.0375017 internal_weight=1.331e+06 15683 12986 12099 5621 6478 5791 5305 3831 1474 486 1987 687 408 989 1844 147 389 5108 4797 222 4575 311 374 216 4201 908 418 311 60 internal_count=1330999 15683 12986 12099 5621 6478 5791 5305 3831 1474 486 1987 687 408 989 1844 147 389 5108 4797 222 4575 311 374 216 4201 908 418 311 60 is_linear=0 shrinkage=0.05 Tree=824 num_leaves=31 num_cat=0 split_feature=15 28 87 18 37 119 31 0 33 121 27 60 122 14 113 23 88 20 109 2 106 22 43 79 100 122 124 9 12 37 split_gain=3.81117 7.12059 8.71063 6.73638 8.2043 17.8663 14.4032 13.0307 12.1701 29.6405 14.3545 12.1991 11.6611 9.88262 9.75542 9.43709 9.95702 7.74472 8.08033 7.59536 7.35712 9.41071 14.5488 9.24839 12.0441 8.09367 7.22947 7.22257 6.71935 6.67073 threshold=4.8450000286102304 1023.4500122070314 0.68676304817199718 17.029999732971195 12.750000000000002 0.04361772537231446 1018.1499938964845 216.50000000000003 12.949999809265138 -0.77159520983695973 190.50000000000003 0.79884186387062084 0.43049471080303198 5.305000066757203 -0.07845610752701758 9.2150001525878924 -0.96006441116332997 11.765000343322756 0.016282914206385616 166.50000000000003 -0.95280069112777699 8.8450002670288104 10.550000190734865 42.414999008178718 0.012636967934668066 -0.84335932135581959 0.11319890245795251 15.84999990463257 3.8850001096725468 13.050000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 4 8 7 -7 28 14 -10 12 -12 27 -13 15 20 -17 18 29 26 -2 25 23 24 -23 -22 -18 -11 -6 -5 right_child=1 2 -4 17 5 6 -8 -9 9 10 11 13 -14 -15 -16 16 19 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.9423264647714317e-06 -0.0150320378406981 -0.0081089221684094489 -0.00025442625487728289 -0.0054979724141805174 0.0041620349446737908 -0.002958409701175889 0.0049460278605029852 -0.019270571663400137 0.063112628832459453 0.02226750746679803 -0.0058861625813388906 0.00018657355526970193 -0.0045255241316876247 0.048139949987775515 -0.011923879418199333 0.0042941808274398292 -0.0097344069585244501 -0.0030086558656894414 0.0068354455293602821 -0.0012496567913540472 -0.010982438438120024 0.039583125754275403 0.048608304826276649 -0.0020985455330555683 0.0081523342420729838 0.0016614495730498003 0.0019085808496345721 0.062951304540038111 -0.0082773139943225302 0.0088684009098624061 leaf_weight=1317929 61 711 701 297 142 2309 768 233 24 24 190 22 21 21 176 504 646 498 941 1390 136 33 21 217 399 1825 168 20 461 111 leaf_count=1317929 61 711 701 297 142 2309 768 233 24 24 190 22 21 21 176 504 646 498 941 1390 136 33 21 217 399 1825 168 20 461 111 internal_value=-6.4833e-06 -0.000856092 -0.00420949 -0.000449933 -0.000971426 -0.00274656 -0.000985511 -0.00922832 0.000206279 0.00965772 0.00535263 -0.000443465 0.0261294 0.0236057 -0.000339518 3.80468e-05 -0.00204599 0.00232016 0.00428736 -0.00349583 0.00213447 0.00253248 0.00764838 0.00632302 0.0105533 0.000784566 -0.00733143 0.0407601 -0.00534798 -0.00158947 internal_weight=1.331e+06 13070 1412 11658 9811 3913 3077 836 5898 322 298 233 65 43 5576 5400 2708 1847 1349 2204 2692 2631 670 649 432 1961 814 44 603 408 internal_count=1330999 13070 1412 11658 9811 3913 3077 836 5898 322 298 233 65 43 5576 5400 2708 1847 1349 2204 2692 2631 670 649 432 1961 814 44 603 408 is_linear=0 shrinkage=0.05 Tree=825 num_leaves=31 num_cat=2 split_feature=125 136 8 117 21 10 33 2 136 7 71 93 22 13 39 17 73 73 31 36 32 35 15 29 3 21 10 23 29 35 split_gain=4.06915 15.2063 15.3102 16.0173 15.0867 14.4083 18.1582 14.9522 13.1951 13.1574 11.8344 11.4126 11.2583 10.6111 20.5893 17.0029 25.2676 10.5302 10.3197 10.2527 9.94553 17.5873 16.3954 31.8136 12.7453 10.3131 9.79678 10.5278 9.72619 9.33603 threshold=-0.93038213253021229 0 6.9500000476837167 0.53727915883064281 4.2049999237060556 12.449999809265138 16.849999427795414 174.50000000000003 1 11.650000095367433 286.74638366699224 -0.7495051622390746 7.6549999713897714 2.4750000238418584 11.650000095367433 9.5450000762939471 0.4400280117988587 0.90161636471748363 1023.6499938964845 10.050000190734865 11.550000190734865 8.3499999046325701 3.304999947547913 997.45001220703136 184.50000000000003 6.9149999618530282 6.0499999523162851 6.4849998950958261 1011.2500000000001 12.449999809265138 decision_type=2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 -4 8 7 10 19 -1 18 -10 -12 14 15 16 -9 20 -7 -6 21 22 23 -3 -23 -24 27 -11 -14 -5 right_child=-2 17 3 29 5 6 -8 13 11 26 12 -13 28 -15 -16 -17 -18 -19 -20 -21 -22 24 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00028632241229882208 2.2460066806627591e-05 0.062518983215771068 0.029171162093407477 -0.0036320426482510729 -0.011727807948437448 -0.00079425215594728586 0.048163466816768058 0.069415873398956593 -0.013402601083456287 0.059440733902156352 -0.013092413525036709 -0.0033530412895292055 0.039637575014494358 0.002359723077201135 -0.0016956172848747683 0.0088357395056242998 0.015721348300576209 0.0037766069475119249 0.021059242349795324 0.0009608501732301999 0.00050458992671196753 -0.0031476612927025822 0.014783591646815872 0.0022659960188651375 -7.0338730175051488e-06 -0.0048135074159165129 0.0068380370754011644 0.0087525129340411661 -0.0080380886266736892 -0.0097735115593005524 leaf_weight=20183 1229005 22 40 1971 169 3036 20 39 294 20 324 7227 20 1249 144 95 50 1965 55 2746 40901 8067 71 5217 5388 1233 218 21 23 902 leaf_count=20183 1229005 22 40 1971 169 3036 20 39 294 20 324 7227 20 1249 144 95 50 1965 55 2746 40901 8067 71 5217 5388 1233 218 21 23 902 internal_value=-2.69263e-06 -0.000306623 -0.0010842 -0.00213062 -0.0014962 -0.00157539 0.000615612 0.000426743 -0.00263667 -0.000142625 -0.00141329 -0.00374091 -0.00990209 0.00446151 0.012465 0.0235472 0.0392504 0.000174013 -0.0004054 0.000224443 5.77982e-05 -0.000856005 0.00127032 0.00251901 -0.00189001 -0.00374649 0.0110552 0.0334785 0.0141366 -0.0055602 internal_weight=1.33072e+06 101710 38846 18404 15531 15491 5055 5035 10436 20442 3458 7521 367 1577 328 184 89 62864 3091 2915 60899 19998 6543 5239 13455 1304 259 41 43 2873 internal_count=1330715 101710 38846 18404 15531 15491 5055 5035 10436 20442 3458 7521 367 1577 328 184 89 62864 3091 2915 60899 19998 6543 5239 13455 1304 259 41 43 2873 cat_boundaries=0 1 2 cat_threshold=89 64 is_linear=0 shrinkage=0.05 Tree=826 num_leaves=31 num_cat=1 split_feature=60 52 92 38 17 29 99 19 17 37 136 19 41 9 135 73 7 77 131 38 22 35 22 20 97 57 63 20 125 52 split_gain=3.85148 10.924 10.3383 9.12553 17.0079 13.0426 9.10624 9.36265 8.81049 11.3874 10.1293 9.16059 9.10323 9.07448 8.92607 10.1997 11.298 18.9966 12.18 12.8674 11.1101 8.66897 8.60581 9.29708 9.24581 12.4768 8.94409 8.57961 7.98561 7.97247 threshold=0.62879812717437755 7.5950000286102304 0.48201538622379309 19.750000000000004 17.029999732971195 1015.3500061035157 -0.74887886643409718 13.344999790191652 15.405000209808351 17.150000572204593 0 13.344999790191652 14.250000000000002 1.0500000119209292 1018.8500061035157 0.84818843007087719 3.7500000000000004 11.00500011444092 296.50000000000006 13.449999809265138 9.2449998855590838 13.050000190734865 8.6649999618530291 8.9549999237060565 -0.87677481770515431 295.49072265625006 0.51897966861724865 10.984999656677248 -0.64942333102226246 9.7150001525878924 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 6 27 5 -5 7 -3 10 11 12 -10 22 -11 29 21 -17 18 20 -20 -18 -16 23 -2 25 -24 -26 28 -4 -12 right_child=8 2 3 4 -6 -7 -8 -9 9 13 14 -13 -14 -15 15 16 17 -19 19 -21 -22 -23 24 -25 26 -27 -28 -29 -30 -31 leaf_value=-9.3392039345291927e-06 0.00022405596619742108 0.0012392291529957995 -0.0018872742449822341 0.00073560589161287583 0.047714824461506621 0.042070239083841443 -0.00090308973984254198 -7.4498754697318058e-05 -0.00095058771467258503 0.015318950729511147 -0.0016220498216460311 0.00074769909750561621 -0.014951645984489581 0.0032674771991775932 -0.0056256314139523375 0.00022637998452949894 0.018541155239301069 0.0019210383968950228 0.0031446814228705058 0.024408777953757749 0.060390151626077193 0.0034166095627234522 -0.00082668406728682569 0.0028104789454941469 -0.0064841911778345434 -0.0048068853663268026 0.0012408902165641788 -0.0062300186725983402 0.0019771144105120916 -0.00051971644977806249 leaf_weight=1013667 61086 26809 1455 144 29 22 12905 27447 10790 175 20930 30066 101 1454 568 647 35 410 148 137 29 497 15521 3684 397 2255 6667 351 16465 75824 leaf_count=1013667 61086 26809 1455 144 29 22 12905 27447 10790 175 20930 30066 101 1454 568 647 35 410 148 137 29 497 15521 3684 397 2255 6667 351 16465 75824 internal_value=-2.55799e-06 3.64708e-05 0.000578778 0.00162654 0.0123857 0.00621369 0.000290695 0.000574641 -0.000187952 0.000462639 -0.000334247 0.000299184 5.08094e-05 0.00456214 -0.00068232 0.00228509 0.00508091 0.0092191 0.0177928 0.0133664 0.037504 -0.00140592 6.77245e-05 0.000371167 -0.000723498 -0.0013316 0.000806737 0.00151171 0.00166335 -0.000758175 internal_weight=1.33072e+06 1.09929e+06 85627 18466 195 166 67161 54256 231421 42485 188936 40856 89711 1629 99225 2471 1406 759 349 285 64 1065 89610 64770 24840 17776 7064 18271 17920 96754 internal_count=1330715 1099294 85627 18466 195 166 67161 54256 231421 42485 188936 40856 89711 1629 99225 2471 1406 759 349 285 64 1065 89610 64770 24840 17776 7064 18271 17920 96754 cat_boundaries=0 1 cat_threshold=2704 is_linear=0 shrinkage=0.05 Tree=827 num_leaves=31 num_cat=1 split_feature=12 21 132 30 20 35 77 118 136 19 23 105 15 22 7 75 107 127 25 9 13 0 24 74 31 37 28 29 95 12 split_gain=3.67094 8.63067 5.69651 5.47552 9.40395 8.34637 7.3131 6.50455 5.75124 6.48137 5.58603 5.1439 5.01629 4.62524 5.53741 5.05925 5.17579 5.09533 4.40984 5.23798 4.39159 4.23269 4.34216 4.2284 4.0544 4.0114 3.95417 3.94709 3.8887 3.65179 threshold=6.0650000572204599 8.0349998474121112 1022.6499938964845 1018.2500000000001 10.055000305175783 12.949999809265138 43.875000000000007 0.31729258596897131 0 14.550000190734865 9.5650000572204608 -0.81659033894538868 3.8249999284744267 10.734999656677248 13.449999809265138 0.8246130943298341 -0.4893291294574737 -0.9366365075111388 311.50000000000006 19.050000190734867 5.2950000762939462 206.50000000000003 267.50000000000006 0.8711497187614442 1000.3500061035157 12.949999809265138 1022.3500061035157 1008.5499877929689 0.24618291109800342 0.51499998569488536 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 20 3 4 18 6 13 12 -5 -10 23 -8 28 14 15 16 -6 -17 19 27 -2 22 -14 -9 -15 -20 -11 -3 -7 -1 right_child=1 2 -4 8 5 7 11 10 9 26 -12 -13 21 24 -16 17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0012867346546828282 -0.028348533104619256 -0.0061753434976759619 -0.028025912335142497 0.0013460783224313912 -0.015137947716919536 0.014322133180685342 0.036246692456982359 -0.00081772838538098677 -0.00087391424041678332 -0.026335737517556964 -0.01409229031414725 0.0044160160577545564 0.018794718771096088 -0.014345982553873291 -0.019325254750079835 -0.0051532558613905204 0.0043792595461810994 0.020047959281164835 0.0083493214376925765 -9.9083944223821174e-05 -0.0037591191769267129 0.027678267498303096 -0.0010585934478079988 0.027856104969978337 -0.0023229086020812931 -0.011779252757482671 -0.0093206336451393933 -0.01825777515913396 -0.016140703653747385 6.1875529170488747e-06 leaf_weight=5484 46 142 20 142 44 20 22 36 81 76 46 30 80 94 26 27 149 78 91 143 30 66 42 20 276 34 62 129 22 1323157 leaf_count=5484 46 142 20 142 44 20 22 36 81 76 46 30 80 94 26 27 149 78 91 143 30 66 42 20 276 34 62 129 22 1323157 internal_value=-2.43009e-06 -0.00210435 -0.00147528 -0.00120682 3.61717e-05 0.00273239 -0.000202615 0.00932731 -0.00677446 -0.0115728 -0.00118198 0.0178828 0.013988 -0.00155772 0.00280428 0.00473504 -7.02592e-05 0.0135676 -0.00535627 -0.00784135 -0.0186422 0.0174781 0.01196 0.00942293 -0.00537742 0.00287435 -0.0186913 -0.0119268 -0.00163459 8.50983e-07 internal_weight=1.33072e+06 2074 1998 1978 1617 1078 746 332 361 219 102 52 230 694 324 298 193 105 539 414 76 188 122 56 370 125 138 271 42 1.32864e+06 internal_count=1330715 2074 1998 1978 1617 1078 746 332 361 219 102 52 230 694 324 298 193 105 539 414 76 188 122 56 370 125 138 271 42 1328641 cat_boundaries=0 1 cat_threshold=385 is_linear=0 shrinkage=0.05 Tree=828 num_leaves=31 num_cat=1 split_feature=125 124 136 7 31 35 39 37 5 30 123 9 56 40 31 7 6 40 40 39 115 11 122 36 5 20 35 127 83 12 split_gain=3.61864 13.6624 15.8182 16.4044 14.9982 16.3425 21.3932 16.3513 13.9253 12.6911 11.5175 14.8433 10.9352 10.8034 10.7027 10.5575 10.0976 13.8736 21.7342 12.8083 11.6278 13.1123 9.73225 9.33953 11.9987 9.22226 15.0088 9.20452 10.8373 13.8464 threshold=-0.93038213253021229 -0.73724925518035878 0 9.0500001907348651 1023.0499877929689 12.250000000000002 12.550000190734865 12.650000095367433 3.0499999523162846 1027.1499633789065 -0.07845610752701758 7.2500000000000009 290.76344299316412 7.1499998569488534 1024.049987792969 16.250000000000004 9.5500001907348651 8.6500000953674334 9.4499998092651385 10.750000000000002 -0.98624804615974415 13.449999809265138 -0.44618082046508784 11.449999809265138 5.5499999523162851 8.6250000000000018 8.7500000000000018 -0.50751903653144825 264.18116760253912 2.4450000524520878 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 22 12 6 13 -8 -3 -9 16 -12 15 -6 -10 23 25 -18 19 -19 21 -20 -1 24 -4 26 -5 28 -24 -30 right_child=-2 8 4 10 5 -7 7 9 14 -11 11 -13 -14 -15 -16 -17 17 18 20 -21 -22 -23 27 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00052699010421305493 2.1411389870552551e-05 4.8341585445182027e-06 6.18394682971783e-05 0.017851496164836847 -0.00011413797869213991 -0.001587134021223492 0.065461410693925526 0.015600084629995343 0.0023436422101891967 0.057985203638672836 0.0070071565929752336 -0.00068662570427302917 -0.0032780371680663032 0.029756271562405998 0.013016906819763389 0.021584805878623138 0.0037270420630316952 0.078388858065009115 0.059760157682973408 0.027066622938840618 0.0044718512039384753 0.0092069379274797598 -0.0017831596969245429 0.00065790184553507513 -0.009048037041758392 0.010423771659982628 -0.0042581628531870091 -0.00043223508747036629 -0.0030002538166723448 -0.0090811875881003732 leaf_weight=4864 1229005 16107 962 87 224 309 23 151 6282 20 680 8026 2124 35 244 59 500 20 23 31 166 29 21435 23350 579 201 652 8628 4732 1167 leaf_count=4864 1229005 16107 962 87 224 309 23 151 6282 20 680 8026 2124 35 244 59 500 20 23 31 166 29 21435 23350 579 201 652 8628 4732 1167 internal_value=-2.30808e-06 -0.000288921 -0.000598946 -0.00112003 0.000360556 0.00727875 0.0133263 0.0258811 0.000794272 0.0205574 0.000650996 -8.5687e-05 0.000165976 0.0039224 0.0027427 0.000459166 0.00440381 0.00865302 0.0178091 0.047193 0.0109349 0.031567 -0.00157211 0.000409091 -0.00336101 0.000927592 -0.00165527 -0.00185602 -0.00230544 -0.00420325 internal_weight=1.33072e+06 101710 79077 51241 27836 762 453 194 22633 171 10415 8706 27074 259 6526 24950 1709 769 269 51 218 52 40826 24891 1541 940 739 35962 27334 5899 internal_count=1330715 101710 79077 51241 27836 762 453 194 22633 171 10415 8706 27074 259 6526 24950 1709 769 269 51 218 52 40826 24891 1541 940 739 35962 27334 5899 cat_boundaries=0 1 cat_threshold=217 is_linear=0 shrinkage=0.05 Tree=829 num_leaves=31 num_cat=0 split_feature=60 20 65 104 12 123 28 96 53 96 39 71 16 93 104 11 33 107 121 69 33 135 85 52 52 12 107 5 12 77 split_gain=3.60622 6.67515 8.14936 7.39168 7.33349 6.97248 7.82225 8.95867 8.0682 7.01515 5.85175 6.08117 5.18722 7.75392 5.77702 5.15332 5.5644 7.75054 9.17299 5.93062 6.32843 8.25833 5.76564 4.83279 4.71544 6.36656 8.07342 7.22473 5.15992 9.12148 threshold=0.90423935651779186 10.894999980926515 113.65500259399415 -0.99298405647277821 3.0749999284744267 -0.39873388409614557 1021.7500000000001 -0.96102035045623768 134.45500183105472 -0.98658806085586537 15.050000190734865 294.12422180175787 18.219999313354496 0.12635845690965655 -0.68195337057113636 3.0499999523162846 12.150000095367433 -0.99689191579818714 -0.16504132002592084 305.09027099609381 11.250000000000002 1006.2500000000001 0.79955086112022411 69.15000152587892 113.14500045776369 6.0650000572204599 0.17335576564073565 16.550000190734867 3.7050000429153447 11.22499990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 4 3 5 23 -3 10 8 9 -8 11 -7 -5 -14 -15 -6 19 18 22 -17 21 -21 -18 -2 -1 26 27 28 -26 -30 right_child=1 2 -4 12 15 6 7 -9 -10 -11 -12 -13 13 14 -16 16 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-2.5890158108176092e-06 -0.00056720081753019525 -0.0030656665648802432 0.023879734598673309 -0.0011672072846872813 -0.0084964009118419989 -0.0009281674851416632 0.022738369853080562 0.00075045493676474228 0.0078921877635786172 0.060225421792039505 0.020592086572729637 0.023088986165045452 -0.012045876076884288 0.011520040138078884 -0.0099195036545602824 -0.0054699611781567608 0.048880711141973732 -0.0012455976410024677 0.00015390253056850756 0.0015175299437028425 -0.0091500775700243311 0.031080326437950136 0.01444707798652798 0.0056458952744530208 0.0040245291239660126 -0.0032625018272229508 0.017032807453240203 0.024995787565421781 -0.0024046579726487308 0.0016089545885845176 leaf_weight=1307470 4569 153 39 2186 379 217 24 38 26 26 51 30 53 247 36 1788 20 1814 71 429 136 25 31 336 1383 788 82 32 1816 6420 leaf_count=1307470 4569 153 39 2186 379 217 24 38 26 26 51 30 53 247 36 1788 20 1814 71 429 136 25 31 336 1383 788 82 32 1816 6420 internal_value=-2.19268e-06 -0.000839911 0.0011668 0.000879852 -0.00149348 0.00604903 0.00943386 0.0205728 0.0304839 0.0422316 0.00517266 0.0019889 -0.000278191 0.0055057 0.00879275 -0.00290644 -0.00241534 -0.000425162 0.0117738 -0.00403561 0.000311217 0.00314544 0.0279505 -0.000141594 5.89473e-06 0.00106019 0.00141016 0.00127742 0.00119852 0.000723972 internal_weight=1.33072e+06 12724 3126 3087 9598 565 412 114 76 50 298 247 2522 336 283 4693 4314 1936 122 2378 590 454 51 4905 1.31799e+06 10521 9733 9651 9619 8236 internal_count=1330715 12724 3126 3087 9598 565 412 114 76 50 298 247 2522 336 283 4693 4314 1936 122 2378 590 454 51 4905 1317991 10521 9733 9651 9619 8236 is_linear=0 shrinkage=0.05 Tree=830 num_leaves=31 num_cat=2 split_feature=38 36 109 8 75 54 33 12 35 125 112 41 11 33 133 40 18 24 100 99 136 41 14 63 136 105 84 23 58 18 split_gain=4.12129 12.7074 12.1761 12.2558 13.4537 13.1074 10.6064 9.87038 16.8684 12.2347 12.0391 13.1471 11.9496 15.4671 13.3134 15.4853 12.5964 18.0981 11.2969 13.7801 11.2197 15.659 15.0545 11.669 11.1556 17.8482 11.2765 10.7321 16.0758 16.0865 threshold=11.550000190734865 11.750000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.72200381755828869 149.25000000000003 13.550000190734865 3.2150000333786015 12.050000190734865 0.86159634590148937 -0.93038213253021229 3.6499999761581425 7.7500000000000009 11.650000095367433 1018.1499938964845 7.6499998569488534 12.699999809265138 273.50000000000006 -0.93892538547515858 -0.84158018231391896 0 0.25000000745058065 3.9150000810623173 0.86088767647743236 1 -0.97259965538978566 0.8765520751476289 8.4849996566772479 242.41381835937503 20.524999618530277 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 left_child=6 2 3 4 -2 -5 7 24 9 10 12 18 -9 -14 15 -15 17 -17 19 -12 21 22 -11 -24 25 -1 -27 -26 29 -29 right_child=1 -3 -4 5 -6 -7 -8 8 -10 20 11 -13 13 14 -16 16 -18 -19 -20 -21 -22 -23 23 -25 27 26 -28 28 -30 -31 leaf_value=0.0048553090126110046 0.03748654914823802 9.2594974726783033e-06 -0.00058551349597241945 -0.0043126131702619121 -0.0019823308615013959 0.011470612294643242 -0.0032388779561473291 -0.0024256696938283833 0.0029608964359314704 0.0028795998702070579 0.023508197199745277 -0.0056201386755432986 0.00052195717659584318 0.0013404725469449688 0.049589371569454671 0.060095340738425387 0.010256206265573081 0.0043452797593393679 -0.0018735604639767548 -0.0047198944790766417 -0.00030475829017580908 0.00035635284014342509 0.017638812365830606 -0.021510519096627833 2.3172414693636578e-05 0.00039746284269627578 0.0024874319783759814 0.0025047095298862264 -0.00014533130059523255 0.030655919502982323 leaf_weight=2910 38 1036880 40193 4013 50 136 2223 3310 3195 504 97 2589 5019 318 20 37 120 24 11491 78 8989 1467 394 20 144390 33209 8011 10218 10386 51 leaf_count=2910 38 1036880 40193 4013 50 136 2223 3310 3195 504 97 2589 5019 318 20 37 120 24 11491 78 8989 1467 394 20 144390 33209 8011 10218 10386 51 internal_value=1.60145e-05 -2.62216e-05 -0.000854258 -0.00340362 0.015061 -0.00379526 0.000199378 0.000230342 -0.00051468 -0.000836763 -0.00149765 -0.00239688 -4.88977e-05 0.00137167 0.00958886 0.00798563 0.0196605 0.0381609 -0.00168155 0.0109265 0.000505631 0.00354638 0.00868279 0.0157475 0.000364518 0.00107057 0.000803643 0.000175657 0.00124169 0.00264452 internal_weight=1.33038e+06 1.08131e+06 44430 4237 88 4149 249070 246847 37672 34477 23103 14255 8848 5538 519 499 181 61 11666 175 11374 2385 918 414 209175 44130 41220 165045 20655 10269 internal_count=1330380 1081310 44430 4237 88 4149 249070 246847 37672 34477 23103 14255 8848 5538 519 499 181 61 11666 175 11374 2385 918 414 209175 44130 41220 165045 20655 10269 cat_boundaries=0 1 2 cat_threshold=12 65 is_linear=0 shrinkage=0.05 Tree=831 num_leaves=31 num_cat=2 split_feature=108 77 7 136 63 23 7 2 94 12 32 20 91 86 136 114 39 20 76 53 78 39 4 127 39 28 21 95 76 29 split_gain=3.7533 15.9189 23.7175 22.1457 15.5511 17.3496 16.8956 13.6463 13.4614 12.5294 14.6225 12.0031 12.6884 14.1959 12.0019 14.3134 13.779 13.1168 12.5339 12.5866 17.0048 21.3714 14.6207 14.5859 12.0828 11.9458 15.8114 15.1752 11.3666 10.7583 threshold=-0.37628263235092158 2.8149999380111699 4.1499998569488534 0 0.51644340157508861 6.2449998855590829 15.34999990463257 156.50000000000003 0.1568473502993584 1.825000047683716 14.949999809265138 5.2149999141693124 -0.96960553526878346 0.86785045266151439 1 -0.88697704672813404 9.6500000953674334 4.5050001144409189 40.944999694824226 4.6250000000000009 16.125000000000004 13.650000095367433 6.1499998569488534 -0.84335932135581959 10.949999809265138 1000.4500122070314 5.0350000858306894 -0.46282358467578882 45.674999237060554 1009.9500122070314 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 7 14 6 25 -3 -8 10 -1 -7 13 -13 15 16 -4 -16 19 20 -17 -22 -21 -23 -19 26 -6 -27 -9 -29 right_child=-2 2 4 -5 5 11 8 28 -10 -11 -12 12 -14 -15 17 18 -18 24 -20 22 21 23 -24 -25 -26 27 -28 29 -30 -31 leaf_value=0.0039643983299056142 3.3763227493662277e-05 0.0007628026348207135 -0.015538671756234102 -0.0048757847204052435 0.035134729127521101 0.0095956572372965458 0.014809672883711756 -0.0031767062779857534 0.06295170065015554 -0.0032702186975231287 -0.0001076700019581253 0.0017078444551207864 -0.0012026164835573535 -0.0073497316994597401 0.017469164192281617 0.001396423459816622 -0.001458962681389181 -0.011730054568983208 -0.0050420726649345821 0.0080236995002608107 0.0085527045986292741 0.051257696984192504 -0.0042144478031053952 0.0064965561963617807 -0.0025353386401271889 -0.0019475134358453079 -0.0077335713991400204 0.013504073466204811 -0.040085938218094058 0.0048943820938466718 leaf_weight=4827 1268496 5135 184 5697 23 334 53 3113 20 1235 4058 9603 10207 453 79 962 3125 377 496 348 845 52 817 28 6837 630 332 477 21 1516 leaf_count=4827 1268496 5135 184 5697 23 334 53 3113 20 1235 4058 9603 10207 453 79 962 3125 377 496 348 845 52 817 28 6837 630 332 477 21 1516 internal_value=1.52137e-05 -0.000365014 -0.000719594 -0.00248031 -6.90259e-05 0.000715483 0.00423431 -0.000823034 0.0279993 0.00144867 0.00210458 0.000194244 3.92783e-05 0.00129982 -0.00138013 0.000123416 -0.00224188 -0.00279012 0.00232973 0.00352777 0.00605071 0.0108912 -0.000558761 0.0355913 -0.00301585 0.00365176 -0.00495619 0.00481677 -0.00342402 0.00695501 internal_weight=1.33038e+06 61884 51764 13966 37798 23648 3051 8269 73 10120 8885 20597 20263 10056 14150 6857 3309 7293 3548 3052 1887 925 1165 80 7214 2978 355 2623 3134 1993 internal_count=1330380 61884 51764 13966 37798 23648 3051 8269 73 10120 8885 20597 20263 10056 14150 6857 3309 7293 3548 3052 1887 925 1165 80 7214 2978 355 2623 3134 1993 cat_boundaries=0 1 2 cat_threshold=5600 2228 is_linear=0 shrinkage=0.05 Tree=832 num_leaves=31 num_cat=2 split_feature=38 42 35 11 34 126 95 9 112 65 118 77 13 109 136 43 11 29 23 37 94 136 126 39 42 69 32 14 14 23 split_gain=3.73984 10.0256 9.48163 18.0969 13.88 13.4169 16.8029 12.0994 11.8597 13.4575 12.9172 11.6863 11.3786 12.3363 11.4482 15.9041 12.7734 11.848 11.2944 13.2201 11.0044 10.9819 22.4089 16.3494 15.3815 13.9576 22.5553 10.7407 10.5247 10.4726 threshold=11.550000190734865 12.250000000000002 11.84999990463257 7.7500000000000009 11.650000095367433 -0.58068084716796864 -0.71628564596176136 16.050000190734867 -0.55191597342491139 3.685000061988831 -0.8703225553035735 4.1250000000000009 3.554999947547913 -0.89958572387695301 0 8.2500000000000018 16.050000190734867 1020.1499938964845 6.8450000286102304 11.34999990463257 -0.35785585641860956 1 0.11319890245795251 9.9499998092651385 0.55000001192092907 287.36497497558599 3.8500000238418584 1.0349999666213991 4.1349999904632577 6.5650000572204599 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 8 6 -5 -8 12 27 11 -11 13 29 16 -16 -15 -18 19 -6 -17 22 -14 -23 25 26 -24 -10 -28 -1 right_child=-2 -3 3 5 18 -7 7 -9 9 10 -12 -13 21 14 15 20 17 -19 -20 -21 -22 23 24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.0015406983797409237 -2.5782918173985273e-05 -0.0034630757409169614 -0.00048858865088666312 -0.0060792450583614056 -0.003355404963323864 0.0013572592649561857 0.0075587979080057217 -0.0012964864849869754 0.0018732407757293757 0.029993635451943914 0.00025098894987065734 0.0055578878976085214 -0.0022080912825542579 0.0010738912779437618 2.2659629506182222e-05 0.020194665113188053 0.0094291531802593049 -0.0036821190030698519 0.0003523724833757054 0.0010384152727081636 0.001712391129956632 -0.0092528100034509047 -0.0035233400554505337 -0.0015381960238220534 -0.0017456984215345037 0.00022228666221784543 0.0061270967045149536 -0.0021239134701722217 0.013953349524720611 -0.0070123375001890009 leaf_weight=558 1081310 1865 13029 314 7656 18492 2363 461 1905 53 6719 637 4855 43600 95522 81 822 218 6187 2205 14082 769 431 6423 1463 1294 1090 14269 709 998 leaf_count=558 1081310 1865 13029 314 7656 18492 2363 461 1905 53 6719 637 4855 43600 95522 81 822 218 6187 2205 14082 769 431 6423 1463 1294 1090 14269 709 998 internal_value=1.44512e-05 0.000189123 0.000216676 0.000983511 9.1632e-05 0.00187024 0.0048932 0.00611323 0.000207102 -0.000844726 0.000920021 0.00743484 0.000350556 0.000484634 0.000529298 0.000254471 0.00120425 0.00668083 -0.00132223 -0.00237291 0.00181809 -0.00087642 0.000209734 -0.0023598 0.00256398 0.00435316 0.00675018 -0.00165312 0.00921148 -0.00394512 internal_weight=1.33038e+06 249070 247205 34659 212546 21630 3138 2824 196498 23583 7409 690 172915 155881 154325 109685 44640 1040 16048 9861 14163 17034 9842 7192 4987 3524 2230 16174 1799 1556 internal_count=1330380 249070 247205 34659 212546 21630 3138 2824 196498 23583 7409 690 172915 155881 154325 109685 44640 1040 16048 9861 14163 17034 9842 7192 4987 3524 2230 16174 1799 1556 cat_boundaries=0 1 2 cat_threshold=4176 4236 is_linear=0 shrinkage=0.05 Tree=833 num_leaves=31 num_cat=3 split_feature=8 20 136 9 136 23 12 15 38 136 16 39 16 9 8 124 120 37 7 33 8 104 68 33 132 20 115 75 12 39 split_gain=3.742 9.79592 16.4973 13.4855 11.9599 11.5102 9.45462 19.611 8.89659 9.77619 8.80826 8.66639 9.29219 7.67089 17.1329 12.426 9.11616 7.38821 8.49074 7.30888 7.1386 7.0603 6.73554 6.6571 6.99242 6.47247 6.46074 6.42667 6.23402 12.1801 threshold=3.0499999523162846 6.0750000476837167 0 4.1499998569488534 1 6.4049999713897714 1.0349999666213991 0.98500001430511486 7.7500000000000009 2 6.4600000381469735 18.550000190734867 17.029999732971195 3.6499999761581425 5.9500000476837167 0.97233289480209362 0.18222858756780627 11.250000000000002 9.1500000953674334 12.449999809265138 4.2500000000000009 -0.98566302657127369 287.71476745605474 10.050000190734865 1023.4500122070314 5.2950000762939462 -0.95878320932388295 0.5989389717578889 3.2949999570846562 15.650000095367433 decision_type=2 2 1 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 11 6 -1 22 -9 17 -7 23 21 14 20 16 -16 -10 19 -19 -2 -13 -8 24 -3 -12 -26 -24 -6 -30 right_child=13 3 -4 -5 28 10 7 8 9 -11 25 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 27 -25 26 -27 -28 -29 29 -31 leaf_value=-0.0014242374051499261 -6.1529750246418362e-05 -3.1767605045294691e-05 -0.00019017776652084726 0.00079029004438342437 -0.0001769109738638087 0.01562677561655541 0.0092001183211634103 -0.012128264879186949 0.0016270874540103921 0.00045249623295556194 0.011477756794170268 0.02548833834406521 0.034821179607883099 4.6304888228606747e-06 0.002437747147828526 0.0077687139619642262 -0.00082711788463936105 0.0068903297623998886 0.01347980541282571 4.8616494158299245e-05 0.00074389851900314059 0.0023392038188990512 0.017886161536284508 -0.0011973733193176095 0.040999354757368572 0.0030880906610552144 0.00080999495461583134 0.049877175381407145 0.00063331899907453503 0.0092835326474948032 leaf_weight=2858 78035 13364 33778 24753 107396 175 275 120 2554 7576 258 35 25 933680 9512 907 2758 1037 298 626 42490 559 73 62434 20 2110 20 20 2131 503 leaf_count=2858 78035 13364 33778 24753 107396 175 275 120 2554 7576 258 35 25 933680 9512 907 2758 1037 298 626 42490 559 73 62434 20 2110 20 20 2131 503 internal_value=1.37286e-05 -0.000155206 0.00046127 -0.000306254 -0.000451802 0.00168428 0.00117175 0.00176157 0.00141884 0.0015533 0.00480213 -0.0009321 0.00495999 5.53532e-05 0.000409565 0.00212134 0.00170388 0.00339188 0.00570764 0.00431492 0.000222417 0.00370321 0.0131339 -0.000980315 3.07106e-05 0.00400217 0.0209047 0.0247659 -0.00011796 0.0022852 internal_weight=1.33038e+06 262998 51758 211240 186487 17980 15437 12579 12211 12091 2543 76457 619 1.06738e+06 133702 13177 12270 4515 1961 1663 120525 594 368 75838 13404 2368 40 93 110030 2634 internal_count=1330380 262998 51758 211240 186487 17980 15437 12579 12211 12091 2543 76457 619 1067382 133702 13177 12270 4515 1961 1663 120525 594 368 75838 13404 2368 40 93 110030 2634 cat_boundaries=0 1 2 3 cat_threshold=6021 403 4224 is_linear=0 shrinkage=0.05 Tree=834 num_leaves=31 num_cat=3 split_feature=8 9 22 12 136 31 109 136 15 9 76 106 64 77 29 75 10 136 38 105 97 135 29 28 92 132 9 8 124 120 split_gain=3.37714 9.08743 10.5603 14.9036 15.3497 12.5066 11.334 10.8726 8.94169 8.79814 8.32261 12.1575 11.3754 9.50399 8.42 18.7674 8.06518 8.59904 8.45993 10.7236 7.69245 7.66204 7.52114 9.52579 7.47087 8.78579 6.92298 15.4624 11.2145 8.25437 threshold=3.0499999523162846 4.8500001430511483 6.7550001144409189 1.0549999475479128 0 1017.4500122070314 -0.97540867328643788 1 2.6450001001358037 1.4499999880790713 31.494999885559086 -0.66684281826019276 24.224999427795414 49.805000305175788 1015.8500061035157 0.61090475320816051 4.9500000476837167 2 18.44999980926514 -0.9844895303249358 -0.91456168889999379 1014.9500122070314 1011.8500061035157 1014.1499938964845 -0.28185251355171198 1018.8500061035157 3.6499999761581425 5.9500000476837167 0.97233289480209362 0.35019405186176306 decision_type=2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 21 -7 -1 -6 -8 16 13 22 -12 15 -14 17 18 -4 20 -20 -5 -13 -24 -23 -26 27 -2 29 -29 right_child=26 -3 10 4 8 6 9 -9 -10 -11 11 12 14 -15 -16 -17 -18 -19 19 -21 -22 24 23 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0021276271733782805 0.0002112958731092493 0.00093533086277412629 -0.0011818872226839379 0.00079916957777250363 -8.8222620242771053e-05 0.038417921846975456 0.006068800606853015 -0.00012167908498543926 -0.0057853362164706551 0.0020612912644298806 0.007458055312025336 -0.0075664183780275009 0.031784298573620619 0.028881909166936018 0.0027858089572818791 -0.01085691362906723 0.00059639686400582989 -0.00030166072858350411 0.051468311031349002 0.0028574023152798359 0.0076150064115063287 0.0018258230790888777 0.048613890542532318 0.011692719004149067 0.023583604591544224 0.0040360606068538295 4.3989650871047719e-06 0.0022671150870541283 0.0073802782663790686 -0.00097501023113514694 leaf_weight=8475 120525 18048 56030 24607 21990 23 1952 33157 711 4590 342 27 28 61 447 329 14434 76433 20 641 20 320 25 58 113 117 933680 9816 907 2454 leaf_count=8475 120525 18048 56030 24607 21990 23 1952 33157 711 4590 342 27 28 61 447 329 14434 76433 20 641 20 320 25 58 113 117 933680 9816 907 2454 internal_value=1.30423e-05 -0.000147445 -0.000227224 0.000181519 0.000726245 0.00143634 0.00338023 -0.000530569 -0.00026654 0.00325705 -0.000490912 0.00346619 0.000276285 0.0107009 -0.00178695 -0.0075125 -0.000526226 -0.000647928 -0.00111436 0.00442476 0.0295417 0.000929626 0.0153567 0.0228136 0.00676624 0.0136399 5.25856e-05 0.000389087 0.00201527 0.00161869 internal_weight=1.33038e+06 262998 244950 96055 54423 31722 6565 41632 22701 6542 148895 1317 914 403 804 357 147578 133144 56711 681 40 25157 110 83 550 230 1.06738e+06 133702 13177 12270 internal_count=1330380 262998 244950 96055 54423 31722 6565 41632 22701 6542 148895 1317 914 403 804 357 147578 133144 56711 681 40 25157 110 83 550 230 1067382 133702 13177 12270 cat_boundaries=0 1 2 3 cat_threshold=3012 218 403 is_linear=0 shrinkage=0.05 Tree=835 num_leaves=31 num_cat=1 split_feature=31 43 125 28 136 40 66 76 29 125 23 35 35 36 22 43 39 28 41 127 67 52 36 30 31 111 11 120 107 110 split_gain=3.94843 13.083 12.9675 23.9636 17.6306 39.6846 23.0547 19.6678 19.0672 15.5475 17.7661 15.4015 20.4422 16.6062 18.7108 15.5644 20.1422 13.807 13.4296 15.7254 13.2796 13.1697 12.5693 11.3564 11.3041 11.2775 17.2004 14.0668 12.8377 12.8488 threshold=1019.9500122070314 17.349999427795414 1.0000000180025095e-35 1020.5499877929689 0 8.8499999046325701 36.905000686645515 6.4649999141693124 1027.049987792969 -0.93038213253021229 8.4650001525878924 11.650000095367433 12.949999809265138 13.150000095367433 10.034999847412111 11.84999990463257 13.34999990463257 1026.049987792969 10.449999809265138 -0.13052122294902799 71.965000152587905 39.354999542236335 13.050000190734865 1020.7500000000001 1023.6499938964845 -0.069915547966957078 12.050000190734865 -0.77159520983695973 -0.70548847317695607 0.070152278989553465 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 2 3 20 5 6 -5 -8 9 10 21 13 -13 14 17 -14 -17 18 -7 -20 24 -9 -10 -1 -2 26 -4 -27 29 -28 right_child=1 -3 25 4 -6 11 7 8 22 -11 -12 12 15 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 27 28 -29 -30 -31 leaf_value=-2.2820804055563909e-05 0.0017750400513838209 0.040613022660836579 -0.0019454754874238434 0.0002904448278641287 -0.00041237542083221622 0.020642006862908603 0.045504913383296562 0.01960055500916813 0.016956487337225361 0.00033192935190215993 0.0081827443730573927 -4.9372313847060049e-05 -4.2531991568513411e-05 -0.0070762122236192231 0.0075001369488679557 0.069419601513072846 0.019790527984361584 0.07157548506345067 0.022677699984474619 0.082460344870659452 0.015370688652028355 0.075077649429440507 0.056671543592259427 -0.0013515993468599414 0.0073548495420561119 0.0011535352151516138 0.061621399596333504 -0.00013569505668342813 -0.0022071547087227162 0.0090374389574641289 leaf_weight=1057209 20382 20 9217 10633 36720 131 35 23 76 555 126 412 78 50 110 24 138 21 22 22 188 20 27 16328 950 24550 26 153134 34 21 leaf_count=1057209 20382 20 9217 10633 36720 131 35 23 76 555 126 412 78 50 110 24 138 21 22 22 188 20 27 16328 950 24550 26 153134 34 21 internal_value=-8.38547e-07 0.000174897 0.000171759 0.000748363 0.00013989 0.00176076 0.000928004 0.00879247 0.00723874 0.00437516 0.0176532 0.0112747 0.00670783 0.0196388 0.0240041 0.0183077 0.027143 0.0332665 0.0286694 0.052569 0.00214013 0.0454039 0.0273672 -4.30309e-05 0.00202353 -4.63937e-05 -0.00174387 4.24335e-05 0.0211963 0.0381264 internal_weight=1.33128e+06 257745 257725 70743 49223 12503 11495 862 827 724 169 1008 652 356 306 240 162 196 175 44 21520 43 103 1.07354e+06 21332 186982 9298 177684 81 47 internal_count=1331282 257745 257725 70743 49223 12503 11495 862 827 724 169 1008 652 356 306 240 162 196 175 44 21520 43 103 1073537 21332 186982 9298 177684 81 47 cat_boundaries=0 1 cat_threshold=582 is_linear=0 shrinkage=0.05 Tree=836 num_leaves=31 num_cat=2 split_feature=4 10 12 136 36 136 120 55 67 79 22 28 14 39 22 52 85 31 135 129 1 23 78 79 122 35 122 33 123 107 split_gain=3.82129 11.1552 9.3927 10.7941 10.3268 10.0983 22.0606 16.8892 28.1882 18.8849 16.6068 16.4513 16.5014 16.3034 15.2899 12.0111 11.8447 12.723 11.3568 28.7987 11.2918 11.8086 11.102 18.6149 10.6366 10.4682 13.7652 11.6031 13.1094 11.0056 threshold=11.150000095367433 2.5499999523162846 2.2549999952316289 0 10.34999990463257 1 -0.49240480363368982 25.954999923706058 4.9149999618530282 5.7650001049041757 7.2950000762939462 1012.1499938964845 2.0449999570846562 11.84999990463257 7.1549999713897714 1.8550000190734866 0.86921602487564098 1012.5499877929689 1011.7500000000001 151.50000000000003 150.50000000000003 5.7850000858306894 6.9549999237060556 30.634999275207523 -0.87878364324569691 10.750000000000002 -0.62249094247817982 11.34999990463257 -0.53727915883064259 -0.86553433537483204 decision_type=2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 -3 6 7 11 -9 -10 -11 16 15 22 18 -13 17 24 20 -20 -15 -22 -8 -24 -4 26 -14 28 -27 -29 right_child=1 2 5 -5 -6 -7 13 8 9 10 -12 12 25 14 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 27 -28 29 -30 -31 leaf_value=-2.3341477926103128e-05 -0.0095411697053452288 0.012968617792120411 -0.017352779757857206 0.00088475427384598123 0.0032731077588977597 -0.00017705419663403995 -0.0068285958389457078 0.053474271354934905 0.035273565187041341 0.012455843097276251 0.0020380526935072263 0.020837461866977269 -0.011937885669675777 -0.0062507145131032926 -0.0065791087071091874 0.0019781169391030239 -0.00058184648924717837 0.018674285965971649 0.050859722619255393 0.003143701584015687 -0.0080844412484776598 0.0045611273618284863 0.015040777967342487 -0.0016384436324892553 0.0066102523446739617 0.012714632398346221 0.00043027627698220133 -0.010495959197878584 -0.0042053595793149073 0.00024475941194705665 leaf_weight=1243226 286 314 48 12793 2191 58459 166 32 54 554 1236 159 429 763 1629 180 619 222 36 260 238 823 375 302 1314 364 473 257 167 3313 leaf_count=1243226 286 314 48 12793 2191 58459 166 32 54 554 1236 159 429 763 1629 180 619 222 36 260 238 823 375 302 1314 364 473 257 167 3313 internal_value=-7.96774e-07 0.000317503 0.000349627 0.00147542 0.00447059 0.000111985 0.00131697 0.00270296 0.00694857 0.00614118 0.00526233 0.00164733 0.000148005 -0.00152367 -0.00293642 0.0108237 0.00528301 0.00757489 -0.000137392 0.008947 -0.00161161 0.00172452 0.00475912 0.00760042 0.00576574 -0.00057537 -0.00545214 0.000497259 0.00739328 -0.000528452 internal_weight=1.33128e+06 88056 87770 15298 2505 72472 14013 9421 1876 1844 1790 7545 5342 4592 3749 339 2203 1584 2120 296 1824 1061 843 677 1362 5003 902 4101 531 3570 internal_count=1331282 88056 87770 15298 2505 72472 14013 9421 1876 1844 1790 7545 5342 4592 3749 339 2203 1584 2120 296 1824 1061 843 677 1362 5003 902 4101 531 3570 cat_boundaries=0 1 2 cat_threshold=1146 1537 is_linear=0 shrinkage=0.05 Tree=837 num_leaves=31 num_cat=1 split_feature=52 20 8 9 8 106 23 9 31 63 64 136 88 20 73 53 34 107 60 126 78 66 12 84 79 30 104 39 55 35 split_gain=3.77594 14.3042 13.3137 11.8203 14.3336 11.3328 9.45873 11.4254 11.6154 10.6199 9.33241 13.0503 12.7387 11.0159 10.2843 8.20971 8.12594 7.72493 7.92916 7.988 8.71895 7.67302 8.63682 7.64561 7.60168 13.0069 7.59905 8.3433 11.2938 9.37926 threshold=39.354999542236335 9.0450000762939471 9.5500001907348651 12.050000190734865 4.9500000476837167 -0.98790550231933583 10.525000095367433 4.4500000476837167 1015.5499877929689 0.75126284360885631 22.82499980926514 0 -0.72864779829978932 6.8350000381469735 0.63084515929222118 27.935000419616703 16.050000190734867 -0.98102253675460804 0.63200214505195629 -0.88697704672813404 15.654999732971193 39.23500061035157 2.0749999284744267 0.89973703026771557 14.025000095367433 1017.4500122070314 -0.99298405647277821 14.650000095367433 60.104999542236335 13.449999809265138 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 6 -5 17 15 8 9 -8 11 12 13 -7 -15 -2 -12 -4 -19 20 -20 22 -3 -14 -13 -26 27 -24 29 -29 right_child=1 21 5 4 -6 10 7 -9 -10 -11 16 24 23 14 -16 -17 -18 18 19 -21 -22 -23 26 -25 25 -27 -28 28 -30 -31 leaf_value=-2.1131081444043548e-05 0.0059578463503164418 0.0037349928568561788 -0.0092485892962295875 0.051631523594260223 0.0083664967307364637 0.020753140091780843 0.017524927590663233 0.0045821785506498262 0.010238979388099246 0.065070364559474209 0.00023246723017476568 -0.001497614871362552 0.012955314102986951 -0.0093537282508561834 0.0051976185216537013 0.0013358069779737438 -0.0060915304262104631 0.026455083827022465 -0.0023476911042425706 -0.0055433230539704914 0.026482672955962308 0.00073941488382215108 -4.7346052116220338e-06 0.035597401453802989 -0.0023932702858590533 0.0086073941234419884 -0.0011773145190989048 0.032945560562339701 -0.0015001881518934776 0.008647751336172637 leaf_weight=1257655 1059 1052 502 20 447 97 24 570 92 23 13384 1572 167 142 838 10353 528 26 61 354 46 13295 2433 48 468 631 24643 44 300 408 leaf_count=1257655 1059 1052 502 20 447 97 24 570 92 23 13384 1572 167 142 838 10353 528 26 61 354 46 13295 2433 48 468 631 24643 44 300 408 internal_value=-7.5667e-07 0.000347268 0.00115429 0.00241361 0.0102194 0.000313948 0.00211286 0.00771656 0.0205698 0.0407918 0.000602217 0.00274277 0.00684535 0.00468006 0.00308916 0.00176472 -7.54648e-06 -0.00489616 -0.000409672 -0.00192482 0.0100467 -0.000254571 -0.000712155 0.0180103 0.000729938 0.00392285 -0.000880273 0.00141799 0.00602105 0.011013 internal_weight=1.33128e+06 73627 31452 12588 467 18864 12121 709 139 47 17875 3963 1292 1077 980 11412 13912 989 487 461 107 42175 28880 215 2671 1099 27828 3185 752 452 internal_count=1331282 73627 31452 12588 467 18864 12121 709 139 47 17875 3963 1292 1077 980 11412 13912 989 487 461 107 42175 28880 215 2671 1099 27828 3185 752 452 cat_boundaries=0 1 cat_threshold=1538 is_linear=0 shrinkage=0.05 Tree=838 num_leaves=31 num_cat=3 split_feature=31 124 29 31 67 136 40 36 124 11 35 43 7 9 12 14 76 36 136 17 43 11 66 67 34 136 24 41 35 3 split_gain=3.54836 11.8748 19.4474 20.6935 22.0148 16.2901 32.1537 20.4261 18.9695 18.6228 18.5657 18.1555 15.8935 43.5317 14.2622 15.6057 14.2147 14.203 13.4995 13.3805 13.2084 12.9486 19.1299 12.7445 12.9366 11.7573 15.5116 12.6498 15.1709 12.511 threshold=1019.9500122070314 1.0000000180025095e-35 1022.2500000000001 1024.1499633789065 83.875000000000014 0 8.8499999046325701 10.750000000000002 -0.96811076998710621 4.5499999523162851 11.84999990463257 11.84999990463257 7.9500000476837167 7.8500001430511483 2.5749999284744267 1.7849999666213991 11.414999961853029 16.750000000000004 1 14.550000190734865 17.150000572204593 5.5499999523162851 29.244999885559086 33.954999923706062 16.050000190734867 2 276.50000000000006 12.449999809265138 14.84999990463257 131.50000000000003 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 left_child=-1 2 3 4 17 6 8 -7 21 -9 14 -12 16 -14 15 -8 18 25 -5 -20 -3 -4 -23 -19 -25 26 -2 -28 29 -29 right_child=1 20 5 12 -6 7 10 9 -10 -11 11 -13 13 -15 -16 -17 -18 23 19 -21 -22 22 -24 24 -26 -27 27 28 -30 -31 leaf_value=-4.0716574639865119e-05 0.0046715806450195923 -4.7981354627485892e-05 0.0026043685965048964 -0.00051707040127843182 0.020574959380343101 0.0018827312855644171 0.011229674999037239 -0.00014023523914017172 -5.9698535947106563e-05 -0.0032419924517023192 -0.0030010199623897197 0.02026662896741982 0.074743698585371027 0.0059825281748866165 0.008496812780428192 0.042972922786402537 -0.0063844673585672267 0.005225125149109177 0.01592747752102 0.001789924060625102 0.040587258324958388 0.0084705033456348496 0.034866493432888425 0.060730004488002691 0.010225215175159974 0.0013114060829438703 -0.0042228771565389614 0.048022712200880058 -0.014430070518957158 0.0097994821219573799 leaf_weight=1073537 771 186607 585 337 147 5512 61 10537 7099 8949 243 128 32 82 115 106 202 1305 553 240 20 312 88 21 32 30670 2760 25 57 149 leaf_count=1073537 771 186607 585 337 147 5512 61 10537 7099 8949 243 128 32 82 115 106 202 1305 553 240 20 312 88 21 32 30670 2760 25 57 149 internal_value=-7.18836e-07 0.000165876 0.000715651 0.00150109 0.00126512 -0.000154726 0.00170264 -0.000804248 0.000842504 -0.00156473 0.012377 0.00502663 0.00736567 0.0252839 0.0220471 0.0313781 0.00583213 0.00118581 0.00801598 0.0115037 -4.36267e-05 0.00734478 0.0142776 0.00620127 0.0302365 0.000987998 -0.00164771 -0.00328217 0.00795747 0.0152913 internal_weight=1.33128e+06 257745 71118 37383 35937 33735 8737 24998 8084 19486 653 371 1446 114 282 167 1332 35790 1130 793 186627 985 400 1358 53 34432 3762 2991 231 174 internal_count=1331282 257745 71118 37383 35937 33735 8737 24998 8084 19486 653 371 1446 114 282 167 1332 35790 1130 793 186627 985 400 1358 53 34432 3762 2991 231 174 cat_boundaries=0 1 2 3 cat_threshold=582 2096 1032 is_linear=0 shrinkage=0.05 Tree=839 num_leaves=31 num_cat=3 split_feature=4 6 13 21 136 33 35 125 15 136 33 125 100 35 127 61 35 107 3 121 22 11 120 13 43 126 12 37 39 136 split_gain=3.44649 10.1548 8.31501 13.1991 12.5616 11.1159 25.8808 17.0596 15.9526 15.2326 15.0151 14.3511 24.7096 16.5863 15.4561 15.1008 12.2465 11.5975 14.3564 10.855 11.2191 10.5521 10.4881 11.518 10.4718 10.2141 10.2117 10.3662 10.0717 9.5296 threshold=11.150000095367433 1.6500000357627871 3.554999947547913 8.3350000381469744 0 10.34999990463257 10.150000095367433 -0.43049471080303187 1.5549999475479128 1 9.5500001907348651 -0.07845610752701758 0.28726764023303991 8.2500000000000018 -0.13052122294902799 0.79323887825012218 10.050000190734865 -0.95712760090827931 182.50000000000003 0.86159634590148937 4.9949998855590829 18.94999980926514 0.061046212911605842 3.0749999284744267 7.3500001430511483 -0.97625884413719166 1.9049999713897707 9.0500001907348651 14.250000000000002 2 decision_type=2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=-1 -2 3 4 -3 6 9 -8 -9 11 17 12 -6 21 15 -14 25 18 -11 -18 -21 -13 23 -5 26 -7 -12 -28 -19 -10 right_child=1 2 -4 22 5 16 7 8 29 10 24 13 14 -15 -16 -17 19 28 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-2.2093147502406987e-05 -0.008881822532650404 0.0050181216669121422 -0.00050543358699703248 0.022386123392200155 -0.0087683897498406684 0.0077237972927964235 -0.0055806074720164967 0.021908803728486723 0.0040395585262922775 0.00118197278180694 0.028894284112556352 -0.0048473827811173088 0.0056575022321884282 0.001076751990950189 0.033064781273611926 0.046856085314293916 0.00030672610471455647 0.0044462617893466774 0.034709015984866608 0.0030974406735151121 -0.01297464297473103 0.010329392181803324 -0.0034601176428341335 0.0054301035917653229 0.0094823477160442034 -0.0053244956149662214 0.019706034929388102 -0.0078018462028673899 -0.0025026261270077637 0.011362994592343613 leaf_weight=1243226 300 1526 22118 168 258 166 274 180 1451 61 21 3049 675 2662 62 23 46648 3663 67 168 307 119 142 248 138 1554 36 704 608 660 leaf_count=1243226 300 1526 22118 168 258 166 274 180 1451 61 21 3049 675 2662 62 23 46648 3663 67 168 307 119 142 248 138 1554 36 704 608 660 internal_value=-6.82597e-07 0.000301604 0.000332998 0.000615524 0.000549871 0.000441724 0.0016467 0.00621033 0.00762051 0.000682944 0.00269309 -0.000874874 0.00460145 -0.00183262 0.00914016 0.00701505 7.88895e-05 0.00390149 0.0187313 0.000230149 -0.0072902 -0.0042773 0.00827276 0.0122777 -0.00318992 -0.00406518 -0.00548791 -0.00646362 0.00345705 0.00640218 internal_weight=1.33128e+06 88056 87756 65638 65080 63554 14711 2565 2291 12146 5298 6848 1018 5830 760 698 48843 4399 128 47123 475 3168 558 416 899 1720 761 740 4271 2111 internal_count=1331282 88056 87756 65638 65080 63554 14711 2565 2291 12146 5298 6848 1018 5830 760 698 48843 4399 128 47123 475 3168 558 416 899 1720 761 740 4271 2111 cat_boundaries=0 1 2 3 cat_threshold=1024 2468 5004 is_linear=0 shrinkage=0.05 Tree=840 num_leaves=31 num_cat=0 split_feature=14 67 28 30 12 31 36 13 18 83 39 28 114 43 43 28 41 106 29 77 30 115 15 43 67 9 31 42 115 106 split_gain=3.85679 13.6175 12.5563 17.6901 16.3498 15.2853 31.5919 23.9323 21.7631 22.7849 20.7003 34.6852 18.7959 18.6974 18.2625 17.7534 17.6712 19.7094 15.3682 15.1774 15.0572 24.5925 14.862 14.7638 16.6105 14.4319 14.6638 13.8604 15.5217 18.7624 threshold=1.7749999761581423 17.675000190734867 1007.4500122070314 1008.5499877929689 4.2850000858306894 1005.4500122070314 13.34999990463257 2.3950001001358037 9.5450000762939471 295.41575622558599 11.250000000000002 1002.0499877929689 -0.97233289480209339 12.949999809265138 8.0500001907348651 1000.4500122070314 12.84999990463257 -0.91316208243370045 1004.0499877929689 20.675000190734867 1001.8500061035157 -0.44618082046508784 2.1049998998641972 9.6500000953674334 21.505000114440922 8.9499998092651385 1008.2500000000001 2.3500000238418584 -0.60873827338218678 -0.75076732039451588 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 -4 5 14 7 8 -7 12 11 -9 22 23 27 19 17 -8 -15 -16 -17 -22 -10 24 -12 -24 -27 -2 29 -29 right_child=2 -3 3 -5 -6 6 16 10 9 -11 13 -13 -14 18 15 20 -18 -19 -20 -21 21 -23 25 -25 -26 26 -28 28 -30 -31 leaf_value=5.1667932865769094e-05 0.00038168128861180392 0.0021019245190778807 -0.00206630549550171 -0.00013088682719255244 -0.0017736233859219912 -0.0019154430796316864 -0.003874450947228793 0.020433627460529225 0.011074172672566161 -0.010219076288283982 7.4741127615804244e-05 0.00046839382091290184 0.0085696148735014532 0.059577406561445626 0.016282965813773333 -0.006264884272726097 -0.0006658460595511097 0.0101245392785094 0.0029938234481960537 -0.010263072783667757 0.0017295270899045042 0.022186756558145157 0.017654148170975253 -0.011983207086693967 -0.0084668335300860237 0.075628792974748657 0.032283689457923176 0.030792655506067808 0.0072990444200960077 -0.011830868871282723 leaf_weight=662567 54139 8199 12054 574952 7013 529 283 253 112 114 1920 1552 574 21 459 372 652 2254 28 61 780 181 65 478 809 32 50 27 165 590 leaf_count=662567 54139 8199 12054 574952 7013 529 283 253 112 114 1920 1552 574 21 459 372 652 2254 28 61 780 181 65 478 809 32 50 27 165 590 internal_value=-7.72204e-06 7.67289e-05 -9.34831e-05 -0.00017063 0.00052254 0.000764691 0.00259618 0.000605831 0.00620789 0.0107456 -0.00102796 0.00326684 0.0136148 -0.00340884 0.000450937 0.00533304 0.00667611 0.00856296 0.0272439 0.0131689 0.00227629 0.00558255 0.0247959 -0.00387719 -0.00245737 0.0352505 0.0491989 0.000286218 -0.00632285 -0.00996566 internal_weight=1.33128e+06 670766 660519 587006 73513 66500 9726 6537 1476 947 5061 1805 833 3256 56774 1853 3189 2537 49 520 1333 961 259 3207 2729 147 82 54921 782 617 internal_count=1331285 670766 660519 587006 73513 66500 9726 6537 1476 947 5061 1805 833 3256 56774 1853 3189 2537 49 520 1333 961 259 3207 2729 147 82 54921 782 617 is_linear=0 shrinkage=0.05 Tree=841 num_leaves=31 num_cat=2 split_feature=40 33 40 39 35 136 79 30 27 35 23 64 108 83 18 33 76 62 36 12 97 4 123 69 12 136 28 39 103 12 split_gain=3.58429 8.53336 21.5535 16.3871 13.5915 14.3826 15.8176 12.874 10.8443 10.4376 13.445 12.2931 14.103 13.7972 12.7097 12.6464 11.5185 12.3677 11.8403 10.9394 11.2736 10.0517 13.5442 12.8397 12.4203 16.4734 12.1637 13.1463 17.2107 16.6789 threshold=9.6500000953674334 13.750000000000002 1.0000000180025095e-35 13.150000095367433 12.949999809265138 0 5.9049999713897714 1015.9500122070314 279.50000000000006 16.349999427795414 10.59500026702881 11.654999732971193 0.46960708498954779 334.96447753906256 18.219999313354496 17.44999980926514 13.114999771118166 0.85304930806159984 15.250000000000002 2.3950001001358037 -0.60208743810653675 8.2500000000000018 -0.93038213253021229 283.50382995605474 3.2549999952316289 1 1015.6499938964845 14.250000000000002 0.52753001451492321 2.9550000429153447 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 4 3 8 5 6 -1 9 -3 10 -5 13 14 19 -13 -15 -12 18 -18 -11 -21 -6 -23 24 -24 -26 -25 28 -28 -30 right_child=-2 2 -4 7 21 -7 -8 -9 -10 11 16 12 -14 15 -16 -17 17 -19 -20 20 -22 22 23 26 25 -27 27 -29 29 -31 leaf_value=-0.00032429434569608892 0.00012925120959307742 7.2764384356960503e-07 -0.0024538815591632489 -0.00070577368226850995 0.00026848287857020748 8.0823493233359993e-06 -0.0023461630792444722 0.00037130685685448131 -0.0025629657892093996 0.00075141406854596637 0.0018524939725196748 -0.004371760634590412 0.00013232540623021478 0.0091437131213129141 0.030730366814308442 0.047884194180369377 0.010202322160061617 -0.00070427872409874746 0.036128413975749112 -0.00084325450359633205 -0.011597054072914004 0.0050124329834400939 0.00076528365036896036 0.00069266389825833473 0.0032738364952674599 -0.0050728165545758444 0.0022351530212515523 -0.00025790914606941482 0.004969016316297984 0.014150712238495676 leaf_weight=33904 352966 6382 11055 109789 99486 524277 13535 92712 11663 35877 1726 3154 5265 111 26 26 111 110 73 768 357 2306 8531 7668 790 2291 2583 1603 1364 776 leaf_count=33904 352966 6382 11055 109789 99486 524277 13535 92712 11663 35877 1726 3154 5265 111 26 26 111 110 73 768 357 2306 8531 7668 790 2291 2583 1603 1364 776 internal_value=-7.33593e-06 -5.6615e-05 -0.000290285 -0.000201086 3.67056e-05 -6.73634e-05 -0.000900971 -9.60957e-05 -0.00165626 -0.000371418 -0.000631402 0.000266273 -0.00145564 0.000657817 -0.00408476 0.0164959 0.00341078 0.0125591 0.0204882 0.000599176 -0.00425579 0.000503729 0.00134221 0.00101168 -0.000217434 -0.00293849 0.00203159 0.00365455 0.00498245 0.00829845 internal_weight=1.33128e+06 978319 279205 268150 699114 571716 47439 250105 18045 157393 111809 45584 8445 37139 3180 137 2020 294 184 37002 1125 127398 27912 25606 11612 3081 13994 6326 4723 2140 internal_count=1331285 978319 279205 268150 699114 571716 47439 250105 18045 157393 111809 45584 8445 37139 3180 137 2020 294 184 37002 1125 127398 27912 25606 11612 3081 13994 6326 4723 2140 cat_boundaries=0 1 2 cat_threshold=7200 4124 is_linear=0 shrinkage=0.05 Tree=842 num_leaves=31 num_cat=3 split_feature=2 28 20 22 135 136 8 38 16 52 9 76 79 121 4 136 38 10 11 11 0 12 40 129 4 52 109 136 79 8 split_gain=3.68471 17.7069 12.652 20.7779 12.9165 11.4304 20.3728 11.4217 9.58803 14.383 10.094 9.53277 12.4745 10.6346 12.0528 8.90711 9.7663 10.8906 10.23 8.48189 8.45907 8.42422 8.40683 8.32617 8.73735 10.5033 15.3368 11.2853 10.7204 9.1182 threshold=142.50000000000003 1022.6499938964845 6.7149999141693124 7.2950000762939462 1021.8500061035157 0 11.84999990463257 10.34999990463257 10.960000038146974 56.73500061035157 4.6499998569488534 37.504999160766609 16.375000000000004 0.76037701964378368 3.3500000238418584 1 11.150000095367433 6.8500001430511483 14.34999990463257 17.250000000000004 198.50000000000003 0.91500002145767223 8.9499998092651385 337.50000000000006 1.6500000357627871 4.9949998855590829 -0.97540867328643788 2 30.105000495910648 17.94999980926514 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 2 3 4 20 11 -7 -6 9 10 -4 12 13 -3 -15 16 -12 -18 -19 -20 23 -22 -16 24 -1 27 -27 28 -26 -29 right_child=-2 5 8 -5 7 6 -8 -9 -10 -11 15 -13 -14 14 22 -17 17 18 19 -21 21 -23 -24 -25 25 26 -28 29 -30 -31 leaf_value=0.0010086513261052792 -5.3500980830406524e-05 0.00094361528462089171 -0.0010698782588493879 0.0035816761391627826 0.020771256956930568 -0.0018171784002318746 -0.019389885068246484 -0.0061703324233827756 0.00025271583335344765 0.020224394532571355 -0.0007564944361302475 0.012687469937372953 -0.0033259809218098035 0.00034868006341065577 -0.0043738838516929881 -0.00048858793541796896 0.0013059443004957828 0.008601829925447009 -0.0098434864157655594 0.010570988714598217 -1.0259644687386386e-05 0.002147039757265443 0.0036427143789020096 0.0033337899329375364 -0.00039466044495123262 -0.0097587965713476464 -0.001260352410137249 0.00092258120420790613 -0.0072215713839760571 0.0091398333867018251 leaf_weight=25883 1013998 13969 34694 5955 41 13342 167 971 123859 83 1993 142 3006 4611 3144 8841 2139 1275 150 77 6539 14695 365 2278 24270 592 5142 18131 589 344 leaf_count=25883 1013998 13969 34694 5955 41 13342 167 971 123859 83 1993 142 3006 4611 3144 8841 2139 1275 150 77 6539 14695 365 2278 24270 592 5142 18131 589 344 internal_value=-6.96981e-06 0.000141736 0.000281047 0.000712849 0.000541108 -0.000859752 -0.00203291 -0.00507883 1.80659e-05 -0.000572032 -0.000607138 -0.000230881 -0.000304071 0.000107168 -0.00133179 0.000501969 0.0020536 0.00359742 0.0068607 -0.00291875 0.00059887 0.0014827 -0.00354001 0.000355862 0.000265353 -0.000126731 -0.00213776 0.000139371 -0.000556191 0.001075 internal_weight=1.33128e+06 317287 278541 105430 99475 38746 13509 1012 173111 49252 49169 25237 25095 22089 8120 14475 5634 3641 1502 227 98463 21234 3509 77229 74951 49068 5734 43334 24859 18475 internal_count=1331285 317287 278541 105430 99475 38746 13509 1012 173111 49252 49169 25237 25095 22089 8120 14475 5634 3641 1502 227 98463 21234 3509 77229 74951 49068 5734 43334 24859 18475 cat_boundaries=0 1 2 3 cat_threshold=924 154 7840 is_linear=0 shrinkage=0.05 Tree=843 num_leaves=31 num_cat=4 split_feature=16 38 33 14 136 28 1 52 33 52 14 67 13 11 136 5 108 30 85 12 28 30 12 136 36 122 38 31 19 136 split_gain=3.44693 4.5135 7.26679 4.03838 5.0613 5.40721 4.44133 4.25299 3.96778 4.20921 3.92499 12.1869 12.3399 11.8475 12.658 11.313 39.8994 31.5742 17.2098 11.8151 11.302 15.9102 14.7897 17.3917 28.2174 21.6921 17.5261 23.0353 19.2423 17.0357 threshold=3.7749999761581425 11.550000190734865 9.7500000000000018 0.56499999761581432 0 1012.6499938964845 319.50000000000006 1.3849999904632571 12.150000095367433 0.36500000953674322 1.7749999761581423 17.675000190734867 2.435000061988831 11.34999990463257 1 1.0000000180025095e-35 0.1105954945087433 1016.2500000000001 0.74403995275497448 1.1150000095367434 1007.4500122070314 1008.5499877929689 4.2850000858306894 2 11.84999990463257 0.49240480363368994 12.949999809265138 1003.0499877929689 9.5450000762939471 3 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 left_child=1 2 -1 4 5 -2 -7 -6 9 -8 11 12 13 -5 -15 16 17 -13 -19 -17 22 -22 23 24 -12 -26 28 -28 -25 -29 right_child=3 -3 -4 10 7 6 8 -9 -10 -11 20 15 -14 14 -16 19 -18 18 -20 -21 21 -23 -24 26 25 -27 27 29 -30 -31 leaf_value=0.038862749527801166 0.024245648386497651 0.002142957619826955 -0.0013322744680487591 2.9624739447921012e-05 -0.0015355923802375473 0.00032346525372154399 0.040682007512077692 0.0031871762841835754 0.0019008217134365913 0.0082428028725553305 2.4901824256357617e-05 0.0026996214208858359 -0.0061687285819657448 -0.0009589932899755181 0.0019356390967016014 0.01476596853519423 0.0035140051951015566 0.038549803862614293 0.10183045486496255 0.001240621416894374 -0.0019587077313345551 -0.00012308790615407321 -0.0016870043634599008 0.0015900352427492205 0.0028655137390301371 0.0095245086691132207 0.00048893055693556304 0.0083785585107605011 -0.0021314066142873824 0.00022077129534715963 leaf_weight=22 31 1035 23 630176 8799 364 20 504 38 20 9705 28 794 4960 15785 165 423 21 22 7538 12052 574952 7013 4848 8893 1418 26654 1693 12252 1037 leaf_count=22 31 1035 23 630176 8799 364 20 504 38 20 9705 28 794 4960 15785 165 423 21 22 7538 12052 574952 7013 4848 8893 1418 26654 1693 12252 1037 internal_value=-6.6215e-06 0.00281694 0.0183186 -8.91397e-06 -0.00102141 0.00397533 0.00264359 -0.00127836 0.0134709 0.0244624 -1.41783e-06 8.48266e-05 6.07291e-05 6.83278e-05 0.00124402 0.00200073 0.00933569 0.0440198 0.070926 0.00153034 -8.75832e-05 -0.000160776 0.000496861 0.000727169 0.00195898 0.00378128 0.00019629 0.000936965 -0.00107635 0.00531129 internal_weight=1.33128e+06 1080 45 1.3302e+06 9776 473 442 9303 78 40 1.32043e+06 659912 651715 650921 20745 8197 494 71 43 7703 660517 587004 73513 66500 20016 10311 46484 29384 17100 2730 internal_count=1331285 1080 45 1330205 9776 473 442 9303 78 40 1320429 659912 651715 650921 20745 8197 494 71 43 7703 660517 587004 73513 66500 20016 10311 46484 29384 17100 2730 cat_boundaries=0 1 2 3 4 cat_threshold=204 561 5324 785 is_linear=0 shrinkage=0.05 Tree=844 num_leaves=31 num_cat=2 split_feature=40 55 21 30 7 35 136 13 122 25 36 14 136 33 127 12 30 23 37 102 120 127 28 100 11 40 119 28 120 23 split_gain=3.17262 12.8104 8.01212 10.656 9.26204 12.6611 16.1397 15.2537 33.6788 12.4733 9.96408 8.25987 19.5502 14.1639 14.4301 18.4945 12.7691 19.7393 15.4201 18.209 15.4836 12.677 11.5868 11.2337 10.8368 10.6951 11.2485 10.5842 10.937 10.0251 threshold=9.6500000953674334 110.27499771118165 9.9250001907348651 1017.8500061035157 2.7500000000000004 12.050000190734865 0 2.9550000429153447 0.88697704672813427 269.50000000000006 13.949999809265138 2.8850001096725468 1 13.150000095367433 -0.92384436726570118 3.2150000333786015 1016.0499877929689 8.6750001907348651 12.250000000000002 -0.047431025654077523 -0.73724925518035878 0.9536806344985963 1009.1499938964845 -0.22841835021972653 19.94999980926514 11.449999809265138 -0.0087262028828264185 1027.7500000000002 0.9238443672657014 7.1849999427795419 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 11 -4 -5 -6 7 8 10 -9 -7 27 -13 21 15 -15 18 -18 19 -17 -20 23 -23 -14 25 -25 29 -2 -29 -27 right_child=1 -3 3 4 5 6 -8 9 -10 -11 -12 12 13 14 -16 16 17 -19 20 -21 -22 22 -24 24 -26 26 -28 28 -30 -31 leaf_value=-5.2649601044771066e-05 0.00013790952585369045 -0.010004830476790606 -0.00044535026285727513 0.00064120931671783382 -0.0015012400343338312 0.0046993717564768056 0.0034055783484511441 0.042584151402115827 0.077260168154652309 0.0065442119392302772 0.031949440725147729 -0.005029797046464838 -0.017915125618199423 -0.0030473251734805164 0.00016606151501637409 -0.012435203572385945 0.034896346647292374 0.0085320710497948909 0.024291578821942841 0.030600041653609501 -0.00042965922021153151 -0.016004550605204462 0.0026502377181956485 -0.0015879049995653303 0.0086977734423220859 -0.0019980446131714967 -0.0037769368692612895 0.0055874289696574075 0.034726109541952613 -0.017905131827014826 leaf_weight=978319 314364 312 5565 4271 900 86 3095 25 26 605 55 2464 118 465 9300 32 106 215 71 106 587 87 1925 5621 215 146 1458 403 35 308 leaf_count=978319 314364 312 5565 4271 900 86 3095 25 26 605 55 2464 118 465 9300 32 106 215 71 106 587 87 1925 5621 215 146 1458 403 35 308 internal_value=-6.28683e-06 0.000122217 0.000131177 0.00127683 0.0023343 0.00384332 0.00507921 0.0113928 0.0249708 0.00797437 0.0153288 8.15991e-05 -0.000828381 -0.000327135 0.000917014 0.00533159 0.00881968 0.017238 0.00542484 0.0206209 0.00223783 -0.00169807 0.00184359 -0.00260397 -0.00237079 -0.0026867 -0.00591698 0.000148731 0.00791586 -0.0127896 internal_weight=1.33128e+06 352966 352654 14628 9063 4792 3892 797 167 630 141 338026 23224 20760 10882 1582 1117 321 796 138 658 9878 2012 7866 7748 7533 1912 314802 438 454 internal_count=1331285 352966 352654 14628 9063 4792 3892 797 167 630 141 338026 23224 20760 10882 1582 1117 321 796 138 658 9878 2012 7866 7748 7533 1912 314802 438 454 cat_boundaries=0 1 2 cat_threshold=660 6151 is_linear=0 shrinkage=0.05 Tree=845 num_leaves=31 num_cat=6 split_feature=14 12 136 14 37 117 15 31 29 83 136 8 136 124 13 37 54 15 12 20 125 136 22 127 136 67 86 136 13 54 split_gain=3.70027 19.8932 29.8259 31.6829 21.1051 16.1412 18.6936 15.2469 12.9855 15.0519 12.6248 13.7179 11.9311 28.5098 11.2975 11.2697 12.6151 10.6938 10.0495 10.5468 20.1898 19.0766 13.6223 10.0264 9.8987 9.70685 9.12784 8.6809 8.51318 8.32166 threshold=1.5149999856948855 1.3450000286102297 0 1.2749999761581423 17.349999427795414 0.31729258596897131 1.3350000381469729 1025.6499633789065 1018.8500061035157 295.11123657226568 1 8.2500000000000018 2 0.026175950653851036 1.1150000095367434 12.84999990463257 8.5950002670288104 1.8149999976158144 2.3249999284744267 5.1849999427795419 0.061046212911605842 3 4.6949999332427987 -0.30069434642791742 4 11.75500011444092 0.81438341736793529 5 1.1050000190734866 3.185000061988831 decision_type=2 2 1 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 1 2 2 1 2 2 1 2 2 left_child=1 5 4 8 18 6 10 -5 28 29 -1 -12 13 -13 25 26 17 -17 19 20 21 -3 -21 -20 -16 -8 -9 -27 -4 -10 right_child=-2 2 3 7 -6 -7 14 15 9 -11 11 12 -14 -15 24 16 -18 -19 23 22 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.00093286431078077085 -6.3430840289970249e-05 0.0046402666756093216 0.0093538450286213826 0.00055515668492595949 -0.0030219934777598293 -0.00064679222464597585 0.0024563783055066551 0.00541871041654194 0.0086841864256121688 0.00070541073010109531 -8.5824085310967743e-06 0.010199158295487383 0.00066663703358835246 0.0011508815126801588 0.001594114548781412 0.014294115379525466 -0.0054476422045521347 0.048898700547094151 -0.022567231678840474 0.011876809843799786 0.00076964664652951495 -0.0067269644131123588 0.00051307499384883513 -0.0022891578811625487 -0.00022065113641269241 0.00083478341910464711 -0.0056348274541145422 0.019894347916162434 0.0020513004836073645 0.0024091445296953147 leaf_weight=34484 823341 435 411 69124 7034 92188 8188 830 2369 1216 203239 1242 10148 2911 14985 320 79 24 96 267 3652 2288 21482 167 15063 111 241 143 13786 680 leaf_count=34484 823341 435 411 69124 7034 92188 8188 830 2369 1216 203239 1242 10148 2911 14985 320 79 24 96 267 3652 2288 21482 167 15063 111 241 143 13786 680 internal_value=2.01366e-06 0.00010825 0.000657253 0.00114518 -0.000569991 -7.03528e-05 0.000112567 0.000663167 0.00298952 0.00540887 -4.41753e-05 9.67363e-05 0.00159354 0.0038476 0.00113888 0.00566055 0.0125705 0.0167084 3.73884e-05 0.000128363 -0.00166006 -0.00491871 0.000652581 -0.00969104 0.000684833 0.002755 0.00293141 0.0123813 0.00226271 0.0072847 internal_weight=1.33054e+06 507203 124501 89080 35421 382702 290514 70618 18462 4265 252024 217540 14301 4153 38490 1494 423 344 28387 28124 6375 2723 21749 263 30048 8442 1071 254 14197 3049 internal_count=1330544 507203 124501 89080 35421 382702 290514 70618 18462 4265 252024 217540 14301 4153 38490 1494 423 344 28387 28124 6375 2723 21749 263 30048 8442 1071 254 14197 3049 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=6192 4249 294 32 2212 3105 is_linear=0 shrinkage=0.05 Tree=846 num_leaves=31 num_cat=2 split_feature=74 53 12 20 86 31 93 136 11 76 7 31 111 0 76 2 108 127 107 2 3 53 55 83 71 78 136 35 29 22 split_gain=3.59635 7.55115 11.0122 10.0769 13.0569 14.121 14.1882 13.9948 10.3341 9.25081 9.39917 12.3072 10.9354 9.21304 8.7699 13.9478 8.41903 8.35832 8.24544 7.78997 8.36439 7.55293 7.61312 7.36163 11.3729 17.8584 17.1126 15.6942 14.4148 14.294 threshold=0.84133797883987438 0.61500000953674328 3.2350000143051152 7.0150001049041757 0.82815468311309826 1021.6499938964845 0.027302311733365062 0 2.2500000000000004 1.0850000381469729 2.9500000476837163 1030.350036621094 0.17327010631561282 212.50000000000003 30.454999923706058 76.500000000000014 -0.42837981879711146 -0.90255093574523915 -0.1209040805697441 288.50000000000006 160.50000000000003 5.8150000572204599 27.195000648498539 264.74983215332037 281.80461120605474 8.1449999809265154 1 13.949999809265138 1022.8500061035157 7.1949999332427987 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=-1 2 -2 4 5 6 13 8 21 -5 11 16 -13 17 -9 -16 -11 -3 -4 20 -15 -8 -23 24 27 -26 -27 -12 -28 -30 right_child=1 3 18 9 -6 -7 7 14 -10 10 23 12 -14 19 15 -17 -18 -19 -20 -21 -22 22 -24 -25 25 26 28 -29 29 -31 leaf_value=-2.8427616586072582e-05 -0.00052744836773515669 -0.0069717568217764099 -0.0037690702605219402 0.0032276455158258967 0.00055404719478534584 -0.0016026268658935285 0.0070172008045989546 0.0037519504091710907 0.010854872019020911 -0.004662934330686673 -0.00051983705827583901 0.025444907070135588 0.0032448128341751601 -0.00015369577179797858 0.040580340015997252 0.0080528944727878606 -0.00058551767403361627 0.0011027141429351295 -0.014895339964991209 0.0014399539492469993 0.01465918640734616 0.057047886581670849 0.017480203527957202 8.0176858857677305e-05 -0.0031600793296092892 0.01121981714819594 0.0018975988109557517 0.0038968100829305154 0.053937929886437599 0.010852437881270053 leaf_weight=1170947 8599 424 887 2297 27442 1400 23 2383 529 1316 9052 81 176 138 41 168 33317 1313 205 630 308 31 20 61809 832 832 2506 2586 21 231 leaf_count=1170947 8599 424 887 2297 27442 1400 23 2383 529 1316 9052 81 176 138 41 168 33317 1313 205 630 308 31 20 61809 832 832 2506 2586 21 231 internal_value=1.9204e-06 0.000224581 -0.00112808 0.000312027 0.00105689 0.00291961 0.00397339 0.0062533 0.013086 8.64105e-05 2.24207e-05 -0.000659558 0.0102417 0.00138387 0.00459553 0.0144339 -0.000740453 -0.000868256 -0.00585779 0.00501951 0.0100758 0.0308038 0.0415311 0.000327988 0.00128172 0.00344027 0.00496994 0.000461556 0.00303287 0.0144429 internal_weight=1.33054e+06 159597 9691 149906 34850 7408 6008 3195 603 115056 112759 34890 257 2813 2592 209 34633 1737 1092 1076 446 74 51 77869 16060 4422 3590 11638 2758 252 internal_count=1330544 159597 9691 149906 34850 7408 6008 3195 603 115056 112759 34890 257 2813 2592 209 34633 1737 1092 1076 446 74 51 77869 16060 4422 3590 11638 2758 252 cat_boundaries=0 1 2 cat_threshold=260 5140 is_linear=0 shrinkage=0.05 Tree=847 num_leaves=31 num_cat=1 split_feature=8 136 12 120 122 97 15 113 32 104 21 5 32 11 18 117 30 30 11 120 38 35 78 36 30 20 37 34 127 29 split_gain=3.55981 8.24837 13.4027 17.9038 13.1856 10.8495 11.0236 11.7481 9.78826 9.76781 9.72365 9.05 11.4863 12.1852 12.2417 8.86006 8.85877 10.0463 8.3723 8.58129 9.24305 8.36488 8.049 7.99314 7.60126 7.08054 7.00116 9.1329 11.4395 8.82472 threshold=16.44999980926514 0 3.2350000143051152 -0.49240480363368982 0.47714059054851538 -0.90324208140373219 1.2749999761581423 0.1650413200259209 11.050000190734865 -0.43696528673171992 6.6349999904632577 17.150000572204593 8.2500000000000018 15.84999990463257 11.269999980926515 -0.97233289480209339 1014.7500000000001 1005.3500061035157 8.8499999046325701 0.50751903653144848 13.550000190734865 14.150000095367433 28.394999504089359 10.750000000000002 1005.8500061035157 6.6549999713897714 15.34999990463257 13.650000095367433 0.8140845298767091 1010.4500122070314 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 10 8 26 22 24 9 -4 -8 16 12 -5 -14 25 -16 17 -2 -19 -20 -21 -9 -6 -18 -7 -15 27 -3 -29 -30 right_child=1 4 3 11 5 6 7 21 -10 -11 -12 -13 13 14 15 -17 23 18 19 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-9.6048822275356443e-06 -0.010689612468492917 0.0016644137035226585 -0.0040329533189251742 0.014037685618167381 -0.014740105507156454 -0.044614714809826449 0.028543707251548769 0.012387620158172644 -0.012618923710440011 -0.0031399444277548519 0.013896112414621204 -0.012572999696413085 -0.0042339064149471825 0.008888656253740192 0.036740296086132093 0.0094821893740426131 0.0030297741755226353 -0.0022695154980048801 0.0051395591638698319 0.028438768316181785 0.0047019856903274121 -0.021279516206122936 0.00047264127567740944 -0.0063413399484631558 -0.0096628717428150906 -0.0055477029666357314 0.0061991244300721735 2.3003717262953453e-06 -0.023951987599635998 -0.0056676235792196784 leaf_weight=1305038 110 15492 813 154 291 21 25 238 561 902 154 132 857 125 34 242 372 283 660 92 74 20 124 586 60 265 744 1655 82 338 leaf_count=1305038 110 15492 813 154 291 21 25 238 561 902 154 132 857 125 34 242 372 283 660 92 74 20 124 586 60 265 744 1655 82 338 internal_value=1.82859e-06 0.000586833 -0.00112421 -0.00323578 0.00105879 -0.00317871 -0.000878875 0.00034095 -0.00753858 -0.00228548 0.00175433 3.23441e-05 0.00102454 -0.000291305 0.00478198 0.0128401 0.000895426 0.00372296 0.00515252 0.00769543 0.0178573 0.00977776 -0.0101946 -0.00270245 -0.0187245 -0.000920665 0.00144838 0.00124718 -0.00186791 -0.00923743 internal_weight=1.33054e+06 25506 5514 3183 19992 1681 1266 1185 1374 927 2331 1809 1677 1523 666 276 2177 1219 1109 826 166 258 415 958 81 390 18311 17567 2075 420 internal_count=1330544 25506 5514 3183 19992 1681 1266 1185 1374 927 2331 1809 1677 1523 666 276 2177 1219 1109 826 166 258 415 958 81 390 18311 17567 2075 420 cat_boundaries=0 1 cat_threshold=2152 is_linear=0 shrinkage=0.05 Tree=848 num_leaves=31 num_cat=7 split_feature=14 12 38 14 20 136 24 15 14 12 136 12 136 136 8 11 136 31 15 12 136 136 34 76 54 2 87 108 12 15 split_gain=3.4632 20.8545 29.7897 19.8475 21.2348 16.4659 14.6461 19.1383 14.5224 14.7168 13.6304 13.5486 12.706 12.1349 12.076 11.9398 10.7214 10.6726 10.3174 14.6088 9.64516 9.58626 9.56781 9.16867 9.093 8.92054 11.0573 8.78622 15.9886 8.43653 threshold=1.485000014305115 1.3450000286102297 17.250000000000004 1.3149999976158144 5.1849999427795419 0 289.50000000000006 1.3350000381469729 1.1050000190734866 2.3349999189376835 1 1.0349999666213991 2 3 11.84999990463257 11.550000190734865 4 1025.549987792969 0.9650000035762788 1.044999957084656 5 6 13.150000095367433 17.564999580383304 3.2849999666213994 140.50000000000003 0.78859421610832225 0.20814904570579532 1.4950000047683718 1.0049999952316286 decision_type=2 2 2 2 2 1 2 2 2 2 1 2 1 1 2 2 1 2 2 2 1 1 2 2 2 2 2 2 2 2 left_child=1 6 3 4 5 15 7 12 9 13 29 21 -1 -6 -14 -3 -16 23 19 -8 -13 -9 25 -5 -15 26 -7 -10 -29 -4 right_child=-2 2 10 17 8 22 18 11 27 -11 -12 20 14 24 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0025666068959706886 -5.9637372338175271e-05 -0.0033184867242756115 0.011204981739172669 0.00048096579257447607 0.003658397921869234 0.018833518096765218 -0.00042050077584307623 0.0083344814998682279 0.00010303292769365367 -0.011582577670924367 -0.0029973864137159381 0.0013051320688441269 -2.8921455581383355e-05 0.012149280143664591 0.019715993481829078 0.010100277165157037 0.0035132803161598831 0.0049547693797787973 -0.00091368817911089372 0.0029374614072448023 -0.00056440765821166123 0.00252482048804512 -0.00019456190619490787 -0.0039561614376206269 0.0034561857684742682 0.0028506053818336801 0.00020049518495870305 0.0015462995969937133 0.0046233502343044934 -0.00013939020344642337 leaf_weight=4936 842714 3506 168 58212 2044 208 12114 832 3965 120 7001 23202 249112 1073 109 174 844 1310 68784 4421 9813 4814 2811 1188 418 1835 129 11229 6765 6693 leaf_count=4936 842714 3506 168 58212 2044 208 12114 832 3965 120 7001 23202 249112 1073 109 174 844 1310 68784 4421 9813 4814 2811 1188 418 1835 129 11229 6765 6693 internal_value=1.73717e-06 0.00010776 0.000717763 0.00103375 0.00199563 -0.00014429 -6.74419e-05 0.000100099 0.00271938 0.00563757 -0.0014475 0.00113675 -5.70687e-05 0.00622213 -7.43032e-06 -0.00267674 0.00561023 0.000490674 -0.000644107 0.000477325 0.000749676 0.00340017 0.00172786 0.000392223 0.00964748 0.0042238 0.011701 0.00223366 0.00270314 0.000138189 internal_weight=1.33054e+06 487830 108849 94987 34277 8663 378981 293662 25614 3655 13862 38661 255001 3535 250065 3680 953 60710 85319 16535 33015 5646 4983 59400 1491 2172 337 21959 17994 6861 internal_count=1330544 487830 108849 94987 34277 8663 378981 293662 25614 3655 13862 38661 255001 3535 250065 3680 953 60710 85319 16535 33015 5646 4983 59400 1491 2172 337 21959 17994 6861 cat_boundaries=0 1 2 3 4 5 6 7 cat_threshold=2182 1859 16 2274 261 4004 4884 is_linear=0 shrinkage=0.05 Tree=849 num_leaves=31 num_cat=1 split_feature=16 17 17 106 0 10 84 115 19 84 0 74 39 136 29 19 38 33 28 106 33 7 72 84 103 30 81 23 134 27 split_gain=3.34369 7.79715 5.84108 5.3923 5.1936 4.68833 5.63098 4.55227 4.32156 3.7284 3.73831 3.41132 7.47728 9.52291 10.1216 8.2743 16.0477 9.26555 8.90213 7.91004 11.0421 7.89116 7.89914 9.40577 7.87187 8.56467 7.81458 7.69296 13.2132 7.57851 threshold=22.289999961853031 20.524999618530277 22.289999961853031 -0.76167088747024525 132.50000000000003 6.5499999523162851 0.76674684882164013 -0.94260558485984791 14.550000190734865 0.84452301263809215 333.50000000000006 0.84133797883987438 9.1500000953674334 0 1010.7500000000001 12.699999809265138 12.449999809265138 13.550000190734865 1027.9500122070315 -0.95767390727996815 7.9500000476837167 3.4500000476837163 0.6297450363636018 0.82559219002723705 0.44509918987751013 1026.1499633789065 198.72537994384768 9.0650000572204608 1023.6499938964845 232.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 11 -4 7 -6 -7 -2 -3 10 -5 -1 -13 14 19 16 24 -17 26 20 -14 22 -15 -24 -16 -26 -18 -25 -29 -28 right_child=1 8 3 9 5 6 -8 -9 -10 -11 -12 12 13 21 15 17 18 -19 -20 -21 -22 -23 23 27 25 -27 29 28 -30 -31 leaf_value=-3.1109351766599305e-05 0.035389600908233516 -0.005687205245575303 -0.0026635001293970183 0.011575808529713318 -0.0013635842706689724 0.0041381016388186255 0.02824038217465083 0.010489341064045827 0.012699301104600491 0.02867494992188532 -0.0091972852498292939 -0.0027448879247286575 -0.011316586762871176 0.0040398467752703598 0.00024774857106138546 0.00094102244959183394 0.029279635574769331 -0.0071890523284926086 0.036000914678264127 -0.0021041356790564582 0.0050834724399517126 0.0003754681612793898 -0.0013020104137638187 -0.00025471333657916352 0.0040632264194184024 -0.0063652543236309908 -0.024541392703540624 0.0018004380495825281 0.027410494728360837 0.0064110531965036526 leaf_weight=1170193 31 201 102 162 117 64 39 45 38 27 25 2105 117 969 4057 6970 37 369 26 3284 836 89862 20904 20481 3396 209 20 4043 51 1764 leaf_count=1170193 31 201 102 162 117 64 39 45 38 27 25 2105 117 969 4057 6970 37 369 26 3284 836 89862 20904 20481 3396 209 20 4043 51 1764 internal_value=1.66268e-06 0.00395368 7.297e-08 0.00679714 0.00937761 0.00548488 0.0132642 0.020646 -0.00276383 0.0113064 0.00879866 -1.54234e-06 0.00021538 0.000254971 0.00124357 0.00179352 0.00276697 0.000532248 0.00695054 -0.000940344 0.00307003 0.000101951 -0.000427194 -0.000522371 0.00175848 0.00345863 0.00653576 0.000140807 0.00211947 0.00606405 internal_weight=1.33054e+06 535 1.33001e+06 316 296 220 103 76 239 214 187 1.32969e+06 159500 157395 21085 16848 9509 7339 1847 4237 953 136310 46448 45479 7662 3605 1821 24575 4094 1784 internal_count=1330544 535 1330009 316 296 220 103 76 239 214 187 1329693 159500 157395 21085 16848 9509 7339 1847 4237 953 136310 46448 45479 7662 3605 1821 24575 4094 1784 cat_boundaries=0 1 cat_threshold=132 is_linear=0 shrinkage=0.05 Tree=850 num_leaves=31 num_cat=0 split_feature=52 93 55 35 30 39 65 85 81 35 20 5 89 127 12 1 29 38 30 19 96 23 23 31 58 35 9 21 28 109 split_gain=4.36087 7.54557 7.84514 7.9099 7.12517 6.93016 8.70783 12.7575 11.3156 7.82719 12.8916 7.1293 6.76053 6.69966 6.42576 5.90169 7.25488 7.75872 10.4658 7.95405 6.65933 6.3118 5.69632 9.98173 6.45426 5.75033 5.68942 5.67385 5.65229 5.5095 threshold=122.03499984741212 0.1350410655140877 110.27499771118165 15.949999809265138 1028.7500000000002 14.050000190734865 58.649999618530281 0.77719810605049144 304.52651977539068 12.150000095367433 9.8550000190734881 13.84999990463257 -0.87986603379249562 -0.84335932135581959 4.4749999046325692 115.50000000000001 1004.0499877929689 15.550000190734865 1013.6499938964845 17.029999732971195 -0.99483868479728688 10.394999980926515 8.2449998855590838 1025.6499633789065 247.53495025634768 7.1499998569488534 7.5499999523162851 10.425000190734865 997.54998779296886 -0.019777016714215275 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 22 5 4 14 6 11 8 9 -8 13 -3 27 -11 -4 20 -17 -18 19 -19 21 28 23 -2 -24 -26 -5 -12 -16 -27 right_child=1 2 3 26 -6 -7 7 -9 -10 10 12 -13 -14 -15 15 16 17 18 -20 -21 -22 -23 24 -25 25 29 -28 -29 -30 -31 leaf_value=-1.0835049487298254e-05 -0.0068719390244143712 -0.00026827572713942967 0.0033931743141419057 -0.00097007591493728786 -0.012100702218301253 0.0057358890116968441 0.0035664752533718746 -0.00058771401179896657 0.028498248767413914 0.021960119279101492 0.049198802537284793 0.028994073057990701 0.0037272780012615305 -0.012941445425068114 0.0037273379308836799 0.017606997715249175 -0.0010095270269823427 0.0049848891572938083 -0.00013080946511278551 0.044586930470541124 -0.0066577906238664969 -0.0064612833951185975 0.0079118199401581237 0.028212030435956659 -0.011471867799179747 0.0011414010642617344 -0.017639113979563466 0.023202564523814889 0.040412248032433651 -0.0060282102264116039 leaf_weight=1318731 586 2358 1494 99 109 1545 388 516 73 20 32 21 27 44 21 62 1310 21 75 32 581 36 222 21 125 1293 106 61 21 338 leaf_count=1318731 586 2358 1494 99 109 1545 388 516 73 20 32 21 27 44 21 62 1310 21 75 32 581 36 222 21 125 1293 106 61 21 338 internal_value=-2.33125e-06 0.000961339 0.00164172 -2.48051e-05 0.00049638 0.00294184 0.00172241 0.00527221 0.00996015 0.00759428 0.0160877 -9.97e-06 0.025753 -0.00203471 0.000872258 -0.000872183 0.000860538 0.000138507 0.0118879 0.0288956 -0.00481616 0.0089016 -0.00142119 -0.00565816 -0.000120962 -0.0011365 -0.00958919 0.0321475 0.0220698 -0.000344392 internal_weight=1.33037e+06 11637 9052 3967 3762 5085 3540 1161 645 572 184 2379 120 64 3653 2159 1500 1438 128 53 659 78 2585 607 1978 1756 205 93 42 1631 internal_count=1330368 11637 9052 3967 3762 5085 3540 1161 645 572 184 2379 120 64 3653 2159 1500 1438 128 53 659 78 2585 607 1978 1756 205 93 42 1631 is_linear=0 shrinkage=0.05 Tree=851 num_leaves=31 num_cat=0 split_feature=52 93 55 35 74 65 30 78 60 124 9 35 104 39 3 36 115 61 132 38 29 80 104 116 129 123 83 29 90 103 split_gain=3.93569 6.80988 7.08023 7.13869 6.55916 9.33247 6.43047 6.14403 7.212 6.83184 5.95057 5.89822 7.09896 9.51055 9.60028 7.07594 6.33212 6.13362 5.59341 8.48739 7.09102 10.5579 13.4683 6.81072 6.29351 5.2127 5.82354 5.98167 8.43017 5.51399 threshold=122.03499984741212 0.1350410655140877 110.27499771118165 15.949999809265138 0.92269089818000805 43.135000228881843 1028.7500000000002 2.3449999094009404 0.82422256469726574 -0.93038213253021229 16.650000572204593 12.250000000000002 -0.852790206670761 12.750000000000002 145.50000000000003 14.150000095367433 -0.93038213253021229 0.76273065805435192 1013.6499938964845 14.34999990463257 1004.0499877929689 279.59010314941412 -0.85627940297126759 0.18222858756780627 96.500000000000014 -0.26722820103168482 168.70896148681643 1014.8500061035157 -0.97760063409805287 0.15922202914953235 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 4 6 5 7 18 8 -3 -9 -11 17 13 14 -13 -15 -16 -7 20 24 21 22 -4 -24 -20 -14 -27 28 -28 -29 right_child=1 2 3 -5 -6 11 -8 9 -10 10 -12 12 25 15 16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 27 29 -30 -31 leaf_value=-1.0293297246326936e-05 -0.0013501269999821493 0.027870048515741593 0.047141824987193104 -0.0091097290314756697 -0.0035970920362629957 0.013597354515274961 -0.011495667122253174 -0.0089085653531723302 0.0031883750166968408 0.0012084232620751087 0.02325982195926049 0.05677712984383107 -0.0028058683504860234 0.0019173287492594681 0.029543939895372379 0.015404837067074302 0.0037790559709253838 0.0022348311697255427 -0.024387424483733336 0.020991805086618867 0.00090154510336688137 -0.0055772741095896699 -0.0042328840546795856 0.022178983480597922 -0.004512457308823538 0.032814553533883205 -0.02552721936911069 0.039645424089394511 0.0068883492233745083 0.0083974412021537628 leaf_weight=1318731 2585 46 32 205 372 134 109 169 83 2332 31 20 169 185 57 205 41 1045 46 29 3085 66 46 52 297 23 27 20 78 48 leaf_count=1318731 2585 46 32 205 372 134 109 169 83 2332 31 20 169 185 57 205 41 1045 46 29 3085 66 46 52 297 23 27 20 78 48 internal_value=-2.21469e-06 0.000913272 0.00155964 -2.35648e-05 0.00279475 0.00329926 0.000471561 0.00134544 0.0119896 0.00080314 0.00149771 0.00583295 0.00894819 0.0127701 0.0252075 0.00900692 0.0187648 0.00352625 0.000828645 -0.00498188 0.00148744 0.0107094 0.0189779 0.00978158 -0.0071779 0.003629 0.00917743 0.00603492 -0.00144708 0.017588 internal_weight=1.33037e+06 11637 9052 3967 5085 4713 3762 2661 129 2532 2363 2052 873 508 118 390 98 1179 3653 372 3281 196 130 98 343 365 196 173 105 68 internal_count=1330368 11637 9052 3967 5085 4713 3762 2661 129 2532 2363 2052 873 508 118 390 98 1179 3653 372 3281 196 130 98 343 365 196 173 105 68 is_linear=0 shrinkage=0.05 Tree=852 num_leaves=31 num_cat=2 split_feature=18 118 64 15 100 38 125 31 136 39 109 30 124 136 74 87 15 87 12 29 77 76 10 71 12 39 30 15 38 6 split_gain=3.64493 15.3826 15.5463 15.3782 18.7545 17.1198 14.5402 15.7301 15.9562 18.8633 14.4559 14.8594 14.333 13.577 10.7972 10.7538 10.8814 10.5235 9.87611 9.25336 9.04444 8.93982 8.71821 8.43969 8.08896 17.3388 7.82516 7.73693 7.32833 7.30006 threshold=6.9049999713897714 -0.36648726463317866 1.044999957084656 1.1050000190734866 0.10501529276371004 13.150000095367433 -0.88697704672813404 1024.850036621094 0 12.250000000000002 -0.89958572387695301 1014.8500061035157 -0.095842104405164705 1 0.74775910377502453 0.75136482715606701 1.325000047683716 0.79364988207817089 2.304999947547913 1013.7500000000001 40.924999237060554 10.885000228881838 12.250000000000002 303.63668823242193 2.8349999189376835 13.34999990463257 1006.7500000000001 1.6150000095367434 7.8500001430511483 3.4500000476837163 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 19 18 5 14 20 8 9 -8 -11 15 27 -7 -5 16 -12 -16 23 21 -6 -3 -18 -1 25 -15 -24 -13 -21 -30 right_child=-2 2 -4 4 6 13 7 -9 -10 10 11 12 -14 24 17 -17 22 -19 -20 28 -22 -23 26 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00028466054109763588 -2.8104825891128003e-05 -0.00070497868726507014 0.001064540242053771 -0.0058009220567838103 0.0010425891929961948 -0.00049008245778420212 0.0061766622789006182 0.048793104112796165 0.005123142708574481 -0.0048557792575313497 -0.019849925497546793 0.045683583682950807 0.011517781573569492 0.057831744061639684 0.034328102101297941 0.045624885225997253 0.0078155503159021613 -0.0020296013972256333 -0.012971197294264838 -0.0088749860283775638 0.026393236599526266 -0.0040484227850101596 0.058304891025736216 0.023743521683924906 0.0006758947270111992 0.01403961413004301 0.020613522357307373 0.084875521697103981 0.0013654358370811506 -0.00011852400216262296 leaf_weight=2970 1210856 29626 30131 1038 1552 387 327 23 2129 39 20 34 21 26 34 34 71 48 154 223 36 2144 21 37 77 173 40 20 10644 37433 leaf_count=2970 1210856 29626 30131 1038 1552 387 327 23 2129 39 20 34 21 26 34 34 71 48 154 223 36 2144 21 37 77 173 40 20 10644 37433 internal_value=-2.10395e-06 0.000261328 9.64421e-05 0.00221285 0.00366965 -0.000651521 0.00543394 0.00761488 0.00727123 0.0142561 0.0235378 0.0277805 0.0465683 0.00571638 -0.00442109 0.0202048 0.0145187 0.0130455 -0.000621479 -0.000267861 0.00161729 -0.000930611 0.0197261 1.09972e-05 0.0139319 0.0197612 0.0335892 0.0601991 0.000168072 0.000210017 internal_weight=1.33037e+06 119512 110201 9311 6150 1783 4367 2779 2756 627 300 261 75 663 1120 186 152 82 3161 80070 1588 31770 132 3007 276 199 61 54 48300 48077 internal_count=1330368 119512 110201 9311 6150 1783 4367 2779 2756 627 300 261 75 663 1120 186 152 82 3161 80070 1588 31770 132 3007 276 199 61 54 48300 48077 cat_boundaries=0 1 2 cat_threshold=596 2337 is_linear=0 shrinkage=0.05 Tree=853 num_leaves=31 num_cat=2 split_feature=118 29 136 124 121 136 32 99 30 38 35 110 17 32 62 23 4 6 68 21 5 32 110 36 8 38 52 76 111 17 split_gain=3.56934 6.68572 7.09635 6.8656 9.97904 6.31252 7.63294 10.7841 10.2904 10.2045 8.36665 7.85929 12.4114 7.5269 7.74243 8.3681 7.4608 6.93031 6.88705 10.7488 8.77275 7.92913 5.92151 10.3609 6.92244 6.64318 6.45301 9.21034 8.02193 6.26079 threshold=0.737249255180359 1023.0499877929689 0 0.98897820711135875 -0.13052122294902799 1 11.250000000000002 -0.98328328132629383 1016.3500061035157 12.250000000000002 10.750000000000002 0.99559685587883007 6.9049999713897714 10.050000190734865 0.39897246658802038 6.3450000286102304 5.3500001430511483 7.2500000000000009 329.04100036621099 5.0650000572204599 12.550000190734865 14.84999990463257 0.95219361782073986 8.5500001907348651 14.949999809265138 11.34999990463257 63.449998855590827 13.385000228881838 0.73901233077049266 10.405000209808351 decision_type=2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 22 -2 -5 -6 7 -7 16 -8 11 -10 -13 14 -14 -16 -9 -15 -11 -20 21 -21 25 -24 -25 26 -3 -28 -29 -26 right_child=1 2 -4 4 5 6 9 8 10 18 -12 12 13 17 15 -17 -18 -19 19 20 -22 -23 23 24 29 -27 27 28 -30 -31 leaf_value=2.870459689154223e-05 -0.0002418188428152268 0.0021307296414500858 -0.0039012584079412245 -0.00077773420713055769 0.0059823756047767034 0.034843176195309279 0.0053680331599585763 0.0021269769540778576 -0.0026101296038142925 -0.00061672444241958743 -0.0041287630726607764 0.037351300922455269 -0.0012414788322941172 -0.0039979273006700133 0.043692540767646976 0.0037685718826417415 -0.0087383108164057251 0.017186591945777926 0.03831474492326379 -0.0004416478912517447 0.032472154748840978 0.01477485022990516 0.026985557877924296 -0.0032468017900460764 0.010415363630053361 -0.0010494016115590134 -0.0053068472088004153 0.037176200706997641 0.0082440184997394691 -0.0043624191401669616 leaf_weight=1166448 141308 1386 2321 5051 903 21 2039 218 314 2139 476 32 361 49 21 35 574 182 24 413 26 108 30 3041 185 2405 45 46 50 117 leaf_count=1166448 141308 1386 2321 5051 903 21 2039 218 314 2139 476 32 361 49 21 35 574 182 24 413 26 108 30 3041 185 2405 45 46 50 117 internal_value=-1.99701e-06 -0.000220468 -0.00149891 -0.00014071 0.000959513 0.00206535 0.00155164 -0.000822033 -0.00115314 0.00269601 0.00132225 0.00393259 0.00695378 0.00545267 0.00144189 0.0187401 -0.00574761 0.0126929 0.000685587 0.00556412 0.00412717 0.00271264 -0.000729274 -0.00226727 -0.00252979 0.000588219 0.00316745 0.0133581 0.0221074 0.0046902 internal_weight=1.33037e+06 163920 9626 154294 12986 7935 7032 2283 2262 4749 1470 994 680 648 417 56 792 231 2710 571 547 521 7305 3373 3343 3932 1527 141 96 302 internal_count=1330368 163920 9626 154294 12986 7935 7032 2283 2262 4749 1470 994 680 648 417 56 792 231 2710 571 547 521 7305 3373 3343 3932 1527 141 96 302 cat_boundaries=0 1 2 cat_threshold=6064 128 is_linear=0 shrinkage=0.05 Tree=854 num_leaves=31 num_cat=0 split_feature=52 93 55 58 43 14 66 106 35 30 30 91 85 28 39 23 31 58 88 34 109 72 125 25 112 9 132 38 29 80 split_gain=3.54851 6.14459 6.3869 6.463 7.36258 7.09768 6.88787 6.51558 6.44081 5.85116 5.61102 8.25512 5.70312 9.27558 6.03603 5.14105 9.00851 5.82488 5.44216 5.33048 6.61818 5.99026 5.73973 5.66685 5.30546 5.13411 5.05007 7.65966 6.3996 9.52485 threshold=122.03499984741212 0.1350410655140877 110.27499771118165 291.94017028808599 12.650000095367433 2.6250000000000004 19.605000495910648 -0.99487033486366261 15.949999809265138 1028.7500000000002 1018.6499938964845 -0.86494019627571095 0.71694877743721019 1015.0499877929689 10.34999990463257 8.2449998855590838 1025.6499633789065 247.53495025634768 -0.86774861812591542 11.449999809265138 1.0000000180025095e-35 0.8148900866508485 -0.91702514886856068 281.50000000000006 -0.9914070963859557 7.5499999523162851 1013.6499938964845 14.34999990463257 1004.0499877929689 279.59010314941412 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 15 3 4 -3 6 -5 -7 9 26 11 12 13 -9 -14 16 -2 24 19 23 21 -21 -23 -19 -17 -10 28 -28 29 -4 right_child=1 2 8 5 -6 7 -8 10 25 -11 -12 -13 14 -15 -16 17 -18 18 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-9.5673335758827754e-06 -0.0064608657963946617 0.004410713712716517 0.01802901812327596 -0.0050248853834567687 0.028578829078469425 -0.0071736944791841867 -0.036452717926691879 -0.00087922154782040993 -0.00046524322130764376 -0.010967469886543417 -0.00011293896490283974 0.0079923440285898147 -0.027744476539506152 0.026508043843321505 -0.00096712380938097529 0.029785192975153526 0.026868905215745881 -0.0070591074587866209 0.016350635058982085 -0.0038452609529817912 -0.0074913153033740664 -0.0027391398953791907 0.0080358969552047632 0.0070582547646353775 0.0048926160382424394 -0.016299915453419089 -0.0068186845693896971 0.019942184919812558 0.00085799035310762961 -0.0052939316645885508 leaf_weight=1318731 586 2069 130 84 32 196 22 81 99 109 1286 758 22 50 485 24 21 534 44 263 204 169 460 82 198 106 343 29 3085 66 leaf_count=1318731 586 2069 130 84 32 196 22 81 99 109 1286 758 22 50 485 24 21 534 44 263 204 169 460 82 198 106 343 29 3085 66 internal_value=-1.89638e-06 0.000867393 0.00148137 0.00265446 0.00477881 0.00115872 -0.0115476 0.00162671 -2.23133e-05 0.000447989 0.00226984 0.00446486 0.000273906 0.00957393 -0.00212906 -0.0012826 -0.00530778 -4.73761e-05 -0.00101213 -0.00145836 0.000633272 0.00249136 0.00514086 -0.00517985 0.00758371 -0.00865293 0.000788609 -0.00473249 0.00141459 0.0101754 internal_weight=1.33037e+06 11637 9052 5085 2101 2984 106 2878 3967 3762 2682 1396 638 131 507 2585 607 1978 1756 1712 1096 892 629 616 222 205 3653 372 3281 196 internal_count=1330368 11637 9052 5085 2101 2984 106 2878 3967 3762 2682 1396 638 131 507 2585 607 1978 1756 1712 1096 892 629 616 222 205 3653 372 3281 196 is_linear=0 shrinkage=0.05 Tree=855 num_leaves=31 num_cat=1 split_feature=52 55 111 13 74 136 123 76 101 4 30 52 60 21 103 36 42 64 19 105 12 66 86 52 64 108 36 74 63 120 split_gain=3.92234 9.59131 11.3811 17.7387 22.0273 9.71746 9.78448 11.8863 19.1878 24.8462 9.77812 9.22301 9.0692 8.97798 10.9526 11.7119 14.6599 11.6422 19.9991 35.8254 11.6055 19.3713 10.7423 10.4465 14.6753 14.4735 17.8906 14.7055 10.3378 9.52931 threshold=24.644999504089359 11.684999942779543 -0.97609320282936085 4.6549999713897714 0.76836150884628307 0 0.56638467311859142 23.175000190734867 0.025673219002783302 7.9500000476837167 1011.8500061035157 7.8350000381469735 0.59805706143379223 8.8949999809265154 0.032106958329677589 13.250000000000002 6.3500001430511483 29.865000724792484 10.405000209808351 -0.85873219370841969 1.0950000286102297 2.0949999094009404 0.8214952051639558 12.75500011444092 12.295000076293947 -0.55620145797729481 13.050000190734865 0.77622604370117199 0.87323489785194408 0.18222858756780627 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 5 -5 -3 7 -7 -9 -10 -11 -1 -2 14 15 16 20 -17 19 -19 21 -4 23 24 25 26 28 -28 -16 -22 right_child=12 2 13 4 -6 6 -8 8 9 10 -12 -13 -14 -15 22 17 -18 18 -20 -21 29 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-1.1503428067259267e-05 0.0019564720668649787 -0.00594065506932145 -0.010866621965542438 0.058197498216759416 -0.0086926300823688511 0.0029617190588227486 -0.0032415473852438108 0.0063831554427291664 0.065899371686908945 0.033192238611848772 -0.0034099520546280676 0.00060096877966794339 0.00016894133078094228 -0.0015815463900553811 -0.0016021166925718365 -0.00085029827281203672 -0.014636549236438506 0.085446178100325842 0.003122017647334001 0.0060097429435700183 -0.0047410007699420316 0.058723815232515332 -0.0006389930608281713 0.0015867830360553562 -0.0014433827128287231 0.00071616312242300546 0.010368158436677568 0.034111508280248122 0.020230601771202471 -0.00010419084634622324 leaf_weight=1045802 7589 258 20 32 20 613 301 227 36 37 36 65305 109187 17326 389 5455 281 22 314 40 3158 20 41478 14265 10289 6240 244 89 63 1707 leaf_count=1045802 7589 258 20 32 20 613 301 227 36 37 36 65305 109187 17326 389 5455 281 22 314 40 3158 20 41478 14265 10289 6240 244 89 63 1707 internal_value=8.33577e-06 -1.82859e-05 -0.000479956 0.00375827 0.0324705 0.0027682 0.00457662 0.00710458 0.0146628 0.0319058 0.0151418 2.44945e-05 0.000285109 -0.000545159 -0.00033158 -0.00180117 -0.00352982 -0.000263738 0.00824606 0.0341969 -0.00289354 0.0239286 -0.000109965 0.000584895 -0.00024056 0.00152113 0.00791982 0.016714 0.00144094 -0.00311407 internal_weight=1.33084e+06 1.21407e+06 102960 1560 52 1508 1250 949 336 109 73 1.11111e+06 116776 101400 84074 11017 5186 5831 376 62 4905 40 73057 31579 17314 7025 785 333 452 4865 internal_count=1330843 1214067 102960 1560 52 1508 1250 949 336 109 73 1111107 116776 101400 84074 11017 5186 5831 376 62 4905 40 73057 31579 17314 7025 785 333 452 4865 cat_boundaries=0 1 cat_threshold=1152 is_linear=0 shrinkage=0.05 Tree=856 num_leaves=31 num_cat=1 split_feature=52 18 19 93 78 125 32 29 94 108 29 84 122 121 20 5 23 67 107 15 20 28 12 36 125 103 136 35 128 131 split_gain=3.61956 9.03286 12.9461 11.7824 15.7134 11.2496 10.0809 10.6557 9.7761 9.59897 12.9017 9.03681 12.0603 10.4883 8.86529 12.8458 9.64706 8.65637 10.6308 8.65456 10.223 9.09729 14.6031 20.0306 9.9918 8.59101 15.3522 11.2245 10.586 16.0793 threshold=34.125000000000007 13.344999790191652 12.699999809265138 0.31165713071823126 42.024999618530281 -0.8703225553035735 10.550000190734865 1019.9500122070314 0.011407462414354088 0.33767944574356085 1020.1499938964845 0.74250411987304699 -0.84335932135581959 -0.58068084716796864 8.6250000000000018 4.2500000000000009 10.454999923706056 26.474999427795414 -0.91589337587356556 1.5850000381469729 9.9549999237060565 1021.8500061035157 2.8950001001358037 13.84999990463257 -0.41467745602130884 0.36402948200702673 0 8.7500000000000018 244.50000000000003 305.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=-1 3 -3 4 8 -6 9 -8 -2 -5 11 13 -13 -11 15 16 -4 -18 -19 -9 -21 22 23 -22 -24 26 27 -17 -28 -30 right_child=1 2 14 6 5 -7 7 19 -10 10 -12 12 -14 -15 -16 25 17 18 -20 20 21 -23 24 -25 -26 -27 28 -29 29 -31 leaf_value=-1.3698512650090357e-05 0.00080065964062550176 -0.0018662358319768515 0.004082594725420885 -0.0014338718661747408 0.0034918551325614829 -0.007780364700395565 -0.0015209015771021671 -0.019244252902237663 0.0049057408008286139 0.039983386110345076 0.00026852475283337709 -0.0082384478419932523 0.0078965324141982759 0.0097230572482037217 -0.00011680056254197158 -0.0070216751089788899 0.0097116083228861224 0.062775271967984742 0.013417045498499647 0.00090617767728754471 0.061269598004097738 0.0037371061390621776 0.032817068720056165 0.0048829402159234246 0.00064627471232547536 0.0018022342283414924 -0.0044788410319953316 0.0021043803855903009 0.042121444648552331 -0.001864783797183976 leaf_weight=1245274 2111 7918 1696 1024 366 560 7119 47 4634 44 1098 129 1133 82 39509 371 113 20 24 2344 36 382 31 28 109 8588 2290 3669 31 63 leaf_count=1245274 2111 7918 1696 1024 366 560 7119 47 4634 44 1098 129 1133 82 39509 371 113 20 24 2344 36 382 31 28 109 8588 2290 3669 31 63 internal_value=7.91675e-06 0.000322481 2.6951e-05 0.00121547 0.00278248 -0.00332504 0.000332001 -0.000470476 0.00362096 0.00264021 0.00431835 0.00752203 0.00624724 0.0202902 0.000292858 0.00125255 0.00518025 0.0170377 0.0358526 0.00204144 0.00238289 0.00828972 0.0168147 0.0366004 0.00776981 0.000767736 -0.000615245 0.00126319 -0.00378791 0.0126413 internal_weight=1.33084e+06 85569 64292 21277 7671 926 13606 10096 6745 3510 2486 1388 1262 126 56374 16865 1853 157 44 2977 2930 586 204 64 140 15012 6424 4040 2384 94 internal_count=1330843 85569 64292 21277 7671 926 13606 10096 6745 3510 2486 1388 1262 126 56374 16865 1853 157 44 2977 2930 586 204 64 140 15012 6424 4040 2384 94 cat_boundaries=0 1 cat_threshold=756 is_linear=0 shrinkage=0.05 Tree=857 num_leaves=31 num_cat=1 split_feature=25 6 42 61 67 136 8 131 12 52 55 64 93 109 31 28 15 35 104 34 39 113 11 3 16 19 12 67 39 135 split_gain=3.5201 4.21383 5.74799 4.04632 7.10416 3.39499 6.38603 3.26352 4.77543 3.46613 9.84126 12.5642 11.2719 17.4975 10.9545 14.6792 11.3743 11.1078 10.6108 10.3271 12.5199 10.0544 13.263 9.54081 10.0581 9.77499 9.36304 10.0076 9.35757 8.99953 threshold=152.50000000000003 6.3500001430511483 18.750000000000004 0.70318844914436351 34.565000534057624 0 10.34999990463257 347.50000000000006 4.0850000381469735 43.135000228881843 65.284999847412124 11.805000305175783 0.52021971344947826 0.34294453263282781 1013.8500061035157 1006.0499877929689 2.5649999380111699 13.050000190734865 -0.98748338222503651 11.050000190734865 14.750000000000002 -0.91702514886856068 12.84999990463257 14.500000000000002 13.344999790191652 14.550000190734865 3.8850001096725468 24.545000076293949 14.34999990463257 1013.3500061035157 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 -3 6 -1 9 -9 -2 12 29 14 21 17 -16 28 18 -11 20 -18 22 -14 24 -21 -25 27 -19 -17 -12 right_child=7 2 -4 -5 -6 -7 -8 8 -10 10 11 -13 13 -15 15 16 19 26 -20 23 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.0023032363619736105 -3.2030184613446039e-07 -0.0023140326925506802 -0.027200207444231794 -0.016392668722463505 0.011077720306781761 -0.0005297860561177312 0.029124037467915084 -0.0015059313539234663 -0.014359002097199362 0.0079879550152122947 -0.0055896898145476916 -7.8960916599449515e-05 0.0015585276620861677 0.00047700480931208653 0.041285835420906858 -9.7418680851042491e-05 0.00052835821625693764 -0.0032348059644734632 0.00046985662771369981 -0.013507723821796306 0.028702820041216909 -0.0060343178294826015 0.04453922976375907 0.007205715067920857 0.0020214501558757461 0.0028767894809811848 -0.0067114870865281869 0.004799728438580491 0.0036564198132959243 0.017129472986691527 leaf_weight=633 1251072 3404 23 49 102 7517 23 1983 75 543 1390 27683 175 10887 24 6430 2769 1137 3459 131 40 1662 20 2973 511 2323 934 588 2238 45 leaf_count=633 1251072 3404 23 49 102 7517 23 1983 75 543 1390 27683 175 10887 24 6430 2769 1137 3459 131 40 1662 20 2973 511 2323 934 588 2238 45 internal_value=7.52091e-06 -0.000854037 -0.00228504 -0.00212385 -0.00192443 -0.000227566 0.0031949 1.5196e-05 -0.00197434 1.83049e-05 0.00037156 -0.000315431 0.000914492 -0.000288164 0.00155045 0.00220927 0.00215542 -0.000174384 0.00148993 0.00342746 0.000929561 -0.0047741 0.0059668 0.0046091 -0.00114728 0.00530691 -0.0026793 -0.000496078 0.000871789 -0.00487724 internal_weight=1.33084e+06 11751 3578 3555 3506 8173 656 1.31909e+06 2058 1.31703e+06 65962 29118 36844 12744 24100 17439 17415 6661 4002 8747 2809 1857 195 5938 642 5296 2659 1725 8668 1435 internal_count=1330843 11751 3578 3555 3506 8173 656 1319092 2058 1317034 65962 29118 36844 12744 24100 17439 17415 6661 4002 8747 2809 1857 195 5938 642 5296 2659 1725 8668 1435 cat_boundaries=0 1 cat_threshold=258 is_linear=0 shrinkage=0.05 Tree=858 num_leaves=31 num_cat=2 split_feature=25 17 17 7 98 136 12 76 10 29 12 15 31 84 93 110 74 23 28 136 37 111 73 56 12 36 73 35 1 4 split_gain=3.17706 3.94222 4.2205 4.15343 6.16868 5.48122 8.03549 7.57013 4.78054 4.70916 4.04356 4.57521 4.28209 3.82887 3.71209 4.70931 3.67659 3.13571 7.60594 15.5933 9.88234 14.6811 14.7173 10.0264 9.27385 8.67576 8.36515 10.1317 11.0825 7.47598 threshold=152.50000000000003 8.0099999904632586 4.2599999904632577 10.150000095367433 -0.98013213276863087 0 2.1550000905990605 13.914999961853029 2.6499999761581425 1005.3500061035157 3.5849999189376835 3.4250000715255742 1023.3500061035157 0.81708902120590221 -0.45852530002593989 -0.23534072935581204 0.92930528521537792 4.7449998855590829 1014.2500000000001 1 12.449999809265138 0.25172503292560583 0.40320578217506414 264.86759948730474 2.8349999189376835 8.4499998092651385 0.30974511802196508 4.8500001430511483 337.50000000000006 6.9500000476837167 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 8 7 -7 13 -6 11 16 -12 -4 -11 -16 -3 18 20 25 21 22 -2 -24 -22 -20 27 28 -21 -30 right_child=17 10 3 4 9 6 -8 -9 -10 14 12 -13 -14 -15 15 -17 -18 -19 19 26 24 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0010569897308439734 0.038066226449639903 -0.00024718238251211392 -0.0043194285253775888 0.02653958599337123 0.02293368194252253 -0.0089041357267309312 -0.030302997057636578 0.021168385983698749 -0.0035974848707458155 -0.018534546192254749 -0.014164421042060536 0.012620739387753217 0.0071302690182722386 0.021609908565878869 0.023077548984438184 -0.0019504175084875898 -0.018393521449927772 -8.0429477452075116e-07 0.022857450634241105 0.0011892934357552916 -0.0005049897514999962 0.0013209464441039165 0.00042341322676367954 0.021944322990359155 -0.014621958221923623 0.0019945381186559836 0.0010119179785260813 -0.0024707758729799953 0.0067978152586936451 0.034029237062416298 leaf_weight=613 51 8986 24 22 20 429 42 22 968 31 99 69 31 35 20 312 28 1269476 50 980 20525 1485 146 86 117 14721 5963 5389 59 44 leaf_count=613 51 8986 24 22 20 429 42 22 968 31 99 69 31 35 20 312 28 1269476 50 980 20525 1485 146 86 117 14721 5963 5389 59 44 internal_value=7.14466e-06 -0.000811357 -0.00255621 -0.0037068 0.000792579 -0.00490565 -0.0091986 -0.00743718 -0.00272872 -0.000686362 -0.000330686 -0.000205369 -0.00908646 0.0110624 -0.00198774 -0.000442709 -0.00030355 1.44362e-05 0.00040438 0.000966235 -0.000277718 0.00330996 0.013747 0.00840099 -0.000585006 0.00206376 -0.000338857 -0.00158392 0.00282905 0.0184307 internal_weight=1.33084e+06 11751 2538 1925 405 1520 493 451 1027 383 9213 9083 130 59 363 332 9014 1.31909e+06 49616 27206 22410 1768 283 232 20642 14771 12435 6472 1083 103 internal_count=1330843 11751 2538 1925 405 1520 493 451 1027 383 9213 9083 130 59 363 332 9014 1319092 49616 27206 22410 1768 283 232 20642 14771 12435 6472 1083 103 cat_boundaries=0 1 2 cat_threshold=1458 6174 is_linear=0 shrinkage=0.05 Tree=859 num_leaves=31 num_cat=1 split_feature=52 79 40 43 41 84 54 12 106 12 93 135 35 85 52 75 55 15 96 31 73 35 124 122 136 38 29 35 31 100 split_gain=3.10872 6.33301 5.58378 8.5819 6.67856 5.79588 4.92242 12.1047 9.06033 9.23761 9.78645 8.94522 9.78815 9.50203 8.35933 11.3023 10.1278 9.23902 10.2522 10.2044 25.0092 14.6861 12.128 10.9295 13.5106 12.5117 10.5803 9.83067 9.53537 14.0899 threshold=122.03499984741212 3.0049999952316289 10.750000000000002 12.550000190734865 7.9500000476837167 0.74592193961143505 74.865001678466811 4.4049999713897714 -0.83092617988586415 2.4750000238418584 0.5549619495868684 1019.0499877929689 11.750000000000002 0.65020620822906505 44.495000839233406 0.60813716053962719 57.924999237060554 2.5649999380111699 -0.93812263011932362 1025.4500122070315 0.88449883460998546 12.84999990463257 -0.78257837891578663 -0.26722820103168482 0 14.449999809265138 1014.4500122070314 12.449999809265138 1007.8500061035157 -0.015823722817003723 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=6 -2 4 -4 -3 -6 14 8 9 -8 11 12 -11 -13 -1 -16 17 18 19 23 22 -22 -21 -17 25 27 -27 -25 -19 -30 right_child=1 2 3 -5 5 -7 7 -9 -10 10 -12 13 -14 -15 15 16 -18 28 -20 20 21 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=-8.56846430021636e-06 0.0064494420735474655 0.00057315591390772304 -0.021372891693337732 0.00047372305073226117 0.022332192167299442 0.0031536707111226858 0.007142228215015374 -0.0045105611484787455 0.00083021058462990878 0.00083657902156592076 -0.0048964924581013231 0.032780935268308366 -0.0027036583801006713 0.0040539694827358488 -0.0021797512251426885 -0.0015636550185837252 -0.00028476022529278888 -0.0010964091062320499 -0.0010050689814594879 0.042663941583596175 0.020474478436840905 0.077003926634788514 0.0022693891420703604 0.010028940176688773 0.00015610761543005997 -0.0012775141509337119 0.02573694551568691 8.7046050394912018e-05 0.0089497432684898567 0.0025955847811822193 leaf_weight=1264817 479 10828 73 117 65 100 311 1949 8618 3293 1853 31 4796 403 2910 1637 9346 1472 5024 20 27 20 262 523 1311 48 148 474 967 8921 leaf_count=1264817 479 10828 73 117 65 100 311 1949 8618 3293 1853 31 4796 403 2910 1637 9346 1472 5024 20 27 20 262 523 1311 48 148 474 967 8921 internal_value=6.78743e-06 0.000819549 0.000578404 -0.00791998 0.000725288 0.0107088 -3.97651e-07 -0.000755163 -0.000376024 -0.00134873 -0.00160323 -0.000887238 -0.00126244 0.0061059 1.19619e-05 0.000796231 0.00108299 0.00169596 0.000544759 0.00228667 0.0107622 0.0445296 0.00513425 0.0016133 0.00369024 0.00750968 0.0191212 0.0053023 0.00265807 0.00321699 internal_weight=1.33084e+06 11662 11183 190 10993 165 1.31918e+06 21254 19305 10687 10376 8523 8089 434 1.29793e+06 33110 30200 20854 9494 4470 329 47 282 4141 2504 1193 196 997 11360 9888 internal_count=1330843 11662 11183 190 10993 165 1319181 21254 19305 10687 10376 8523 8089 434 1297927 33110 30200 20854 9494 4470 329 47 282 4141 2504 1193 196 997 11360 9888 cat_boundaries=0 1 cat_threshold=774 is_linear=0 shrinkage=0.05 Tree=860 num_leaves=31 num_cat=1 split_feature=28 28 12 28 54 15 121 31 85 136 20 115 111 123 11 28 31 0 85 111 55 39 3 34 43 83 12 15 122 26 split_gain=3.62503 13.6512 29.7011 26.8535 20.4649 16.4471 15.4449 13.9767 17.8644 23.3245 21.8459 16.1435 15.5346 23.407 15.6449 15.1947 14.0625 13.8812 26.5419 19.803 21.6379 24.779 17.7341 17.3441 19.1021 14.6853 14.2952 16.8237 15.2272 15.0946 threshold=1008.6499938964845 1.0000000180025095e-35 3.3850001096725468 1002.0499877929689 37.965000152587898 1.3550000190734866 -0.90255093574523915 1009.1499938964845 0.74752134084701549 0 5.9949998855590829 0.96811076998710643 -0.90038016438484181 0.078456107527017607 7.3500001430511483 1007.1499938964845 1010.1499938964845 150.50000000000003 0.74229556322097789 -0.77562236785888661 0.84499999880790722 11.750000000000002 20.500000000000004 10.449999809265138 8.2500000000000018 182.96897125244143 1.235000014305115 1.2849999666213991 0.737249255180359 182.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 17 5 -4 -7 11 9 10 -9 12 13 15 -14 -5 -12 18 22 20 -19 -22 -3 24 -21 -20 -24 -28 29 -29 right_child=-2 2 4 7 -6 6 -8 8 -10 -11 16 -13 14 -15 -16 -17 -18 19 25 23 21 -23 26 -25 -26 -27 27 28 -30 -31 leaf_value=-0.00010129011187477163 -2.9841294068596257e-05 0.056975591240020898 -0.029968893745878956 0.027339043123107299 0.002473053830572908 -0.0084329555937536649 -0.0013964923652237116 -0.0014213619331019886 0.00060836614296449001 0.0035597361828350058 0.0079114447913469707 0.044276245727780321 0.0015700944676636304 0.0018106930209489389 -0.001669356938203688 0.0019126429645366025 0.026243975555411303 0.064352746840034211 0.02372835985902283 0.0062850208992044857 -0.0035673377103968827 0.026508153926433742 0.041843757942399903 -0.0031722572381426271 0.046040868262449908 -0.0076946616553588316 -0.020219246993979645 0.059810043180671839 0.0054111814349477256 0.018773431957392131 leaf_weight=89612 1199393 26 53 181 3124 858 8563 168 5001 5161 163 21 7712 731 7213 87 292 21 45 358 135 139 46 814 33 214 36 24 248 338 leaf_count=89612 1199393 26 53 181 3124 858 8563 168 5001 5161 163 21 7712 731 7213 87 292 21 45 358 135 139 46 814 33 214 36 24 248 338 internal_value=-2.52555e-06 0.000246775 0.000992877 0.00186816 -0.00103637 -0.00219358 -0.00203733 0.00140664 0.00279683 0.00468904 0.0137662 0.000466333 0.000408558 0.00644483 4.52241e-06 0.019085 0.0196765 0.00684855 0.0114864 0.00382775 0.0154388 0.0116899 0.0164361 0.000985202 0.00964037 -0.00223506 0.0149129 0.0129953 0.0149555 0.0214941 internal_weight=1.33081e+06 131417 41805 29207 12598 9474 9421 26730 10785 5784 623 15945 15924 999 14925 268 455 2477 977 1500 295 274 718 1205 391 259 692 646 610 362 internal_count=1330810 131417 41805 29207 12598 9474 9421 26730 10785 5784 623 15945 15924 999 14925 268 455 2477 977 1500 295 274 718 1205 391 259 692 646 610 362 cat_boundaries=0 1 cat_threshold=259 is_linear=0 shrinkage=0.05 Tree=861 num_leaves=31 num_cat=1 split_feature=28 28 12 28 54 29 83 3 15 121 2 136 36 103 7 72 88 80 39 1 12 20 24 120 14 15 39 11 15 114 split_gain=3.27193 12.3212 26.8064 24.4209 18.4696 15.2605 15.2541 18.2344 14.8435 13.939 13.7663 17.3169 17.0123 15.173 14.0448 13.1862 14.2407 12.4442 21.3113 13.0833 18.8515 17.4968 19.9287 18.7096 19.5691 16.639 15.9887 22.0878 12.8378 12.737 threshold=1008.6499938964845 1.0000000180025095e-35 3.3850001096725468 1004.1499938964845 37.965000152587898 1008.9500122070314 288.99476623535162 10.500000000000002 1.3550000190734866 -0.90255093574523915 102.50000000000001 0 12.750000000000002 -0.39175324141979212 4.9500000476837167 0.8093564808368684 -0.99695047736167897 282.96614074707037 11.34999990463257 144.50000000000003 1.4049999713897707 7.4349999427795419 278.50000000000006 -0.74892720580101002 1.9049999713897707 3.0849999189376835 12.150000095367433 8.1500000953674334 1.325000047683716 -0.59480014443397511 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 6 8 10 7 -3 -4 -10 11 -5 13 -12 -15 17 -17 19 -19 20 -9 22 -21 24 -24 -26 28 -28 -22 -29 right_child=-2 2 4 5 -6 -7 -8 15 9 -11 12 -13 -14 14 -16 16 -18 18 -20 21 26 -23 23 -25 25 -27 27 29 -30 -31 leaf_value=-9.622560173509908e-05 -2.8349227982756391e-05 0.028641995646297758 -0.028470449161030493 0.0093574733028638744 0.0023494011332426193 0.004768726866477134 -0.0061933929016647331 0.027376520901302215 -0.0080113078118708974 -0.0013266677643732998 0.0069413820168574801 0.00075321444042296772 0.0013489308716741312 0.0012354216059217043 -0.0039397292265162861 0.035602411447952578 0.0098763942333148294 0.061087854686551368 -0.00029469489471070594 0.00098979577133166056 -0.029555166489444673 -0.0061670090820705832 -0.0038207032952954794 0.0066652577195635597 0.051698403536795161 0.0098578615699495605 0.0016018777783165204 0.014499203466554415 0.0028519216415353 0.036433639564542195 leaf_weight=89612 1199393 86 53 981 3124 2604 280 116 858 8563 467 1446 12830 1866 4408 65 312 26 31 1383 32 519 37 397 74 35 240 192 679 101 leaf_count=89612 1199393 86 53 981 3124 2604 280 116 858 8563 467 1446 12830 1866 4408 65 312 26 31 1383 32 519 37 397 74 35 240 192 679 101 internal_value=-2.39793e-06 0.00023445 0.000943276 0.00177481 -0.00098455 0.0011493 0.0051166 0.0058488 -0.0020839 -0.00193546 0.000720853 0.00427274 0.000280383 -0.00175336 -0.00240055 0.00538638 0.0143119 0.00451509 0.0277044 0.00416771 0.00809887 0.00198105 0.00417671 0.0122936 0.0275982 0.0382634 0.00630127 0.0128482 0.00139337 0.0220602 internal_weight=1.33081e+06 131417 41805 29207 12598 24602 4605 4325 9474 9421 21998 2427 19571 6741 6274 4239 377 3862 57 3805 1360 2445 1926 543 146 109 1244 533 711 293 internal_count=1330810 131417 41805 29207 12598 24602 4605 4325 9474 9421 21998 2427 19571 6741 6274 4239 377 3862 57 3805 1360 2445 1926 543 146 109 1244 533 711 293 cat_boundaries=0 1 cat_threshold=1374 is_linear=0 shrinkage=0.05 Tree=862 num_leaves=31 num_cat=0 split_feature=1 120 12 79 106 92 132 31 20 105 39 10 58 87 67 54 108 39 100 3 27 39 32 115 31 78 7 27 117 19 split_gain=3.23646 7.59033 7.02285 12.5696 19.2563 20.2719 18.48 14.1588 13.8047 13.3899 11.6203 10.418 9.9888 9.49225 14.187 16.4687 13.7895 10.5824 9.87845 9.26728 13.294 10.7997 11.409 9.19903 11.1336 14.0055 8.97102 16.0371 14.5347 18.6699 threshold=59.500000000000007 -0.07845610752701758 1.5850000381469729 5.3450000286102304 -0.96256715059280384 0.69122782349586498 1022.7500000000001 1016.9500122070314 6.9549999237060556 -0.97629043459892262 15.750000000000002 4.2500000000000009 264.75444030761724 0.7447839379310609 12.815000057220461 3.3349999189376835 0.65648049116134655 15.84999990463257 0.20129825174808505 87.500000000000014 280.50000000000006 13.150000095367433 12.050000190734865 0.26722820103168493 1008.2500000000001 30.914999961853031 6.6499998569488534 193.50000000000003 0.04361772537231446 9.5450000762939471 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 6 12 -7 13 -8 11 23 -4 14 -5 16 -16 -17 -15 20 -14 22 -22 -10 -25 -26 -6 28 29 -28 right_child=-2 2 3 8 26 7 9 -9 10 -11 -12 -13 19 18 15 17 -18 -19 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=0.0009891588162608642 -3.4402946500068521e-05 -0.00037395833191798092 -0.0034747292346313714 -0.0025166863978480928 0.0011499901156654282 0.0054838928773447322 0.042683997472610188 0.052838897018840439 -0.0020848337249745829 0.002628369988044998 0.0017535026502637132 -0.00025868186268742537 0.016742023663583065 -0.0016994499924365553 0.035414844184883477 0.0042654193114714488 -0.0092729983940010984 0.039932932967150753 0.00096187104413079168 -0.0013074723702129389 0.0046338805163811357 0.0016344780537217636 0.0291797511704073 -0.0047388641671700918 0.0053229786710020299 0.058418561435183106 0.047872917884960772 -0.0010756898192790627 -0.0018986712835936084 0.0070956680308881916 leaf_weight=25582 1137656 59112 381 307 29916 27 54 38 15282 34 4262 20037 304 4088 97 380 21 22 23712 373 112 680 82 44 27 23 50 7953 90 64 leaf_count=25582 1137656 59112 381 307 29916 27 54 38 15282 34 4262 20037 304 4088 97 380 21 22 23712 373 112 680 82 44 27 23 50 7953 90 64 internal_value=-2.27424e-06 0.00018696 6.44945e-05 0.000303457 0.00100544 0.00568414 0.00479975 0.0331684 -0.000109273 0.027208 -0.000713078 -0.00100993 0.00377909 0.000727558 0.00600637 0.0110383 0.0274619 0.00621737 0.000570523 0.00556097 0.00773578 0.00460318 0.0150089 -0.00198892 0.0136047 0.0297469 0.000749219 -0.000720617 0.013122 0.0249804 internal_weight=1.33081e+06 193154 167572 108460 40158 2085 2020 65 68302 88 39675 35413 1932 28627 827 520 118 402 27800 1551 1178 874 194 15376 94 50 38073 8157 204 114 internal_count=1330810 193154 167572 108460 40158 2085 2020 65 68302 88 39675 35413 1932 28627 827 520 118 402 27800 1551 1178 874 194 15376 94 50 38073 8157 204 114 is_linear=0 shrinkage=0.05 Tree=863 num_leaves=31 num_cat=2 split_feature=4 12 13 75 136 122 115 43 120 3 24 125 67 20 136 39 35 115 25 24 7 93 72 79 32 43 20 5 36 67 split_gain=3.05852 11.3758 9.95104 10.072 13.9617 12.1819 10.9559 15.9049 10.0932 11.5905 11.5264 8.853 11.5954 11.0921 8.77442 8.67976 10.7613 10.1919 9.37215 9.24623 16.2584 14.5707 12.0852 10.5154 10.4272 9.91372 9.67716 8.554 8.46824 11.0229 threshold=11.84999990463257 3.4050000905990605 2.3950001001358037 0.81152817606925975 0 -0.50751903653144825 -0.98897820711135853 10.050000190734865 -0.43049471080303187 253.50000000000003 258.50000000000006 -0.95368063449859608 18.704999923706058 6.9149999618530282 1 14.750000000000002 14.050000190734865 -0.91702514886856068 177.50000000000003 167.50000000000003 9.2500000000000018 -0.016577771864831444 0.67841947078704845 7.1250000000000009 13.050000190734865 10.949999809265138 5.3350000381469735 10.250000000000002 12.050000190734865 42.375000000000007 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 14 -3 4 -4 -6 11 27 9 10 -5 12 13 -7 15 16 19 -18 -17 20 23 -22 25 -2 26 -21 -24 -8 29 -11 right_child=1 2 3 8 5 6 7 -9 -10 28 -12 -13 -14 -15 -16 18 17 -19 -20 22 21 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.8714221499419383e-05 0.01645430058355711 -0.034156741622031077 0.0018386226326028432 -0.025444188409601338 -0.0038751811571293218 0.042581916964845735 -0.0091069382634621273 -0.0082227215246567387 -0.0044467990925645927 -0.0074083417180194639 0.01439389472134142 0.0024571419308974489 -0.012074324560484717 0.012629378235364773 0.00064576459366888017 -0.026185296279554432 0.040692647087790475 0.01021293233465052 -0.00025647348322672768 -0.0029285820871919922 0.013475292224437 0.068619136836217801 0.033865984839254196 -0.015441225883550942 -0.0041329495061558042 0.022295812284573915 0.0071502467193018089 0.00079480663338592173 0.0011380880003031338 0.00040128715031678361 leaf_weight=1270229 73 22 7015 20 2799 40 230 627 2771 932 197 666 35 136 34978 37 37 106 600 780 25 23 35 40 211 41 1075 4221 1932 877 leaf_count=1270229 73 22 7015 20 2799 40 230 627 2771 932 197 666 35 136 34978 37 37 106 600 780 25 23 35 40 211 41 1075 4221 1932 877 internal_value=-2.16053e-06 0.000344928 -0.000545809 -0.000512942 0.000178138 -0.00115327 0.000124159 -0.000767106 -0.00213245 -0.000512164 0.0107222 0.00528475 0.0142098 0.0194368 0.000871961 0.00342506 0.00479004 0.0180993 -0.00176254 0.00396363 0.0155195 0.0398984 0.00309505 0.00516385 0.00605585 -0.0016689 0.00799263 0.000283146 -0.00116382 -0.00362225 internal_weight=1.33081e+06 60581 22520 22498 15769 8754 5955 5078 6729 3958 217 877 211 176 38061 3083 2446 143 637 2303 161 48 2142 113 1321 821 1110 4451 3741 1809 internal_count=1330810 60581 22520 22498 15769 8754 5955 5078 6729 3958 217 877 211 176 38061 3083 2446 143 637 2303 161 48 2142 113 1321 821 1110 4451 3741 1809 cat_boundaries=0 1 2 cat_threshold=1299 1538 is_linear=0 shrinkage=0.05 Tree=864 num_leaves=31 num_cat=3 split_feature=63 67 64 136 20 39 79 11 121 32 136 38 136 21 52 108 39 2 31 71 43 103 90 82 52 0 31 121 16 104 split_gain=3.08473 10.0565 22.386 13.7958 13.2358 15.2548 11.7782 11.8756 11.3509 10.7349 10.2336 9.78732 14.7505 12.1758 11.0433 10.4754 14.7302 20.1761 17.3699 10.46 9.99694 9.83169 14.2489 12.7396 12.0504 13.6302 12.2505 10.4012 9.70169 9.67025 threshold=0.73923647403717052 16.704999923706058 26.505000114440922 0 5.3150000572204599 12.34999990463257 1.0950000286102297 9.3499999046325701 0.82409480214118969 10.650000095367433 1 13.650000095367433 2 7.0950000286102304 5.3750000000000009 0.16593418270349505 15.750000000000002 102.50000000000001 1019.0499877929689 288.03366088867193 10.150000095367433 0.25486758351325994 -0.79545548558235157 291.80230712890631 4.6449999809265146 305.50000000000006 1019.6499938964845 -0.53727915883064259 8.0099999904632586 -0.17542643100023267 decision_type=2 2 2 1 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 3 -3 5 -5 -2 10 11 29 -8 12 21 14 -13 16 -15 18 -18 -17 -14 -6 23 24 25 26 -23 -24 -9 -4 right_child=1 2 9 4 8 -7 7 28 -10 -11 -12 13 20 15 -16 19 17 -19 -20 -21 -22 22 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.7730465491901691e-05 0.0029687019578239476 -0.0022737814767710839 0.0012335108318887534 0.001277972132012975 -0.00039565964439759212 0.03237279827222473 -0.00020482748173011875 0.012539865735112163 -0.0012698445650503611 -0.00058750316406249489 -0.0018055917660104075 -0.0011047984733732889 0.0016433142654586038 0.0011214515267721991 0.0075715751093672805 -0.0053878149891712834 0.01790842981874079 0.0047218990522188784 0.063480736644317706 -8.7013627647719214e-05 0.027325252364512144 0.023058680829791622 0.0065741782798970048 0.0050114492706132214 0.0092922170989682851 0.0031165856635197997 0.060402879516186662 -0.0019084612298292652 0.0015466640794507419 -0.0093583775709753167 leaf_weight=1194846 2591 2216 13452 82 837 76 31319 212 2876 35135 14653 554 13374 1443 1085 1140 69 230 30 5068 38 70 584 2657 1159 51 32 948 3764 219 leaf_count=1194846 2591 2216 13452 82 837 76 31319 212 2876 35135 14653 554 13374 1443 1085 1140 69 230 30 5068 38 70 584 2657 1159 51 32 948 3764 219 internal_value=-2.05157e-06 0.000223614 0.000564864 0.00153737 0.00179815 0.016235 -0.000318248 -0.000488755 0.00172797 -0.000124948 -0.000715488 0.00202153 0.00265853 0.000713629 0.00463887 -9.25688e-05 0.00329819 0.0128454 0.0317182 -0.00106042 0.0017148 0.00464555 0.00542104 0.00700203 0.0110333 0.0242219 0.0347745 0.00132513 0.00213282 0.00106384 internal_weight=1.33081e+06 135964 83425 34619 32403 158 52539 49948 32245 48806 45972 29369 19750 9619 1639 7980 1772 329 99 6208 13412 6338 5501 3969 1312 153 102 1532 3976 13671 internal_count=1330810 135964 83425 34619 32403 158 52539 49948 32245 48806 45972 29369 19750 9619 1639 7980 1772 329 99 6208 13412 6338 5501 3969 1312 153 102 1532 3976 13671 cat_boundaries=0 1 2 3 cat_threshold=6176 2784 1285 is_linear=0 shrinkage=0.05 Tree=865 num_leaves=31 num_cat=1 split_feature=70 132 136 28 64 52 82 120 125 108 15 120 9 77 34 36 76 32 3 28 123 5 73 122 29 120 29 32 15 35 split_gain=3.85284 5.91909 5.08947 7.91041 6.01005 6.96771 5.89308 5.76203 6.76068 5.65299 9.20565 9.29029 11.0104 9.43231 6.43609 5.66168 7.94665 11.8641 9.16232 9.72019 7.4859 6.96528 11.5291 7.0018 5.65847 5.51692 5.96609 10.6209 10.2282 9.043 threshold=317.24839782714849 1015.7500000000001 0 1018.9500122070314 58.104999542236335 9.0850000381469744 292.83494567871099 -0.18222858756780622 -0.95878320932388295 0.86309254169464122 1.1649999618530276 -0.16504132002592084 6.9500000476837167 7.8949999809265146 12.949999809265138 10.34999990463257 13.244999885559084 9.2500000000000018 336.50000000000006 1021.3500061035157 -0.36648726463317866 15.650000095367433 0.82512190937995922 -0.21643137186765668 1031.850036621094 -0.14780378341674802 1016.8500061035157 13.250000000000002 2.1250000000000004 14.150000095367433 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 -4 -5 -6 7 -2 -9 24 11 -11 -13 -14 15 20 -17 18 -18 -20 -12 23 -23 -19 -8 -16 -27 -28 -29 -30 right_child=1 -3 3 4 5 -7 9 8 -10 10 14 12 13 -15 25 16 17 21 19 -21 -22 22 -24 -25 -26 26 27 28 29 -31 leaf_value=2.5784281104428149e-05 -0.0017960621424670045 -0.0040318080470899366 -0.00048165214030083237 -0.0035819104252070378 0.032897867895662784 0.0020497229480329056 0.00042268697414969382 0.018373188838336826 0.0039908566241800411 -0.0028259869934695349 0.0035635759869450494 -0.0002388019073269751 0.041758632509315274 0.012161059488379767 -0.0044705861552517346 -0.0030310516496265174 0.003447664941631956 -0.0016079696647597599 0.049529737731791104 0.0095630303262090634 -0.0035795420698589565 0.048733839318156245 -0.0043100706212932157 0.002433064285514857 0.022525931933316694 -0.0022660143985750855 -0.0071319609300510766 0.0017449981159145301 0.010838953934517908 0.039209026462116908 leaf_weight=1277227 402 1104 15243 3471 20 216 18745 90 887 126 446 73 47 63 2166 1243 64 1753 32 29 2065 20 21 2759 29 1536 136 168 81 43 leaf_count=1277227 402 1104 15243 3471 20 216 18745 90 887 126 446 73 47 63 2166 1243 64 1753 32 29 2065 20 21 2759 29 1536 136 168 81 43 internal_value=8.43793e-06 -0.000408971 -0.000332017 -0.000984912 -0.00305695 0.00466397 4.29163e-05 0.00324254 0.00531574 -9.65007e-05 -0.000903604 0.00762232 0.0148162 0.0248073 -0.00111332 -0.000321258 0.000522471 0.00146668 0.0166634 0.0305292 -0.00231079 0.00104947 0.021565 0.000863044 0.00045683 -0.00273044 -0.000811325 0.00440924 0.0097846 0.020677 internal_weight=1.3303e+06 53078 51974 18950 3707 236 33024 1379 977 31645 12871 309 183 110 12562 8432 5921 4678 125 61 2511 4553 41 4512 18774 4130 1964 428 292 124 internal_count=1330305 53078 51974 18950 3707 236 33024 1379 977 31645 12871 309 183 110 12562 8432 5921 4678 125 61 2511 4553 41 4512 18774 4130 1964 428 292 124 cat_boundaries=0 1 cat_threshold=436 is_linear=0 shrinkage=0.05 Tree=866 num_leaves=31 num_cat=1 split_feature=4 115 40 71 106 34 121 53 38 53 18 136 121 28 14 35 120 23 23 87 0 135 123 35 66 122 32 12 119 1 split_gain=3.9287 7.44018 7.12578 16.2221 9.82516 8.76956 7.39331 7.13402 9.65013 6.53106 8.79212 9.80696 10.7224 10.4428 11.7134 10.8506 10.4893 10.4828 10.0075 9.4837 8.64421 8.37365 8.07147 7.64857 11.3881 7.26995 7.18023 6.88131 6.88123 6.58588 threshold=12.84999990463257 0.31729258596897131 9.8499999046325701 294.12422180175787 -0.84866723418235768 10.150000095367433 -0.96811076998710621 6.4649999141693124 11.550000190734865 68.93500137329103 13.344999790191652 0 0.43049471080303198 1016.2500000000001 1.3750000000000002 11.949999809265138 -0.60873827338218678 8.6750001907348651 8.5150003433227557 0.80030152201652538 157.50000000000003 1014.0499877929689 0.96359375119209301 12.550000190734865 17.07499980926514 -0.43049471080303187 13.150000095367433 1.8849999904632571 -0.53727915883064259 97.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 4 -4 -6 -2 -7 -9 10 27 12 19 14 -13 17 18 22 -17 20 -12 -19 26 28 -25 -21 29 -8 -15 -16 right_child=1 -3 3 -5 5 7 9 8 -10 -11 11 13 -14 23 15 16 -18 21 -20 25 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-5.6555841540096295e-06 -0.005535611051954735 0.0089401748431722095 0.016222525858151985 -0.015547834043759302 -0.033394130363705608 -0.00047584450444482847 0.0080019361346161787 -0.026470498799804662 -0.0021616785631491 -0.002211665326197747 0.041263296295918767 -0.017939140630769543 -0.011978481140366997 0.022474963817259538 -0.0085997182130813608 0.0030548647042921411 -0.0025302016533496757 -0.0024979068014915262 0.026873351864901092 0.0080091277119518443 0.013507765038205327 0.028233859315514566 0.039120918295035764 -0.0036015360691405911 0.02285960971283308 -0.0081052500012785533 0.039304135367274284 0.00055992200760223679 -0.0052783037218682343 0.010134162533956298 leaf_weight=1297458 460 262 83 196 21 3397 315 63 116 1636 31 60 62 23 50 147 705 290 63 376 295 24 24 99 69 86 20 22342 772 760 leaf_count=1297458 460 262 83 196 21 3397 315 63 116 1636 31 60 62 23 50 147 705 290 63 376 295 24 24 99 69 86 20 22342 772 760 internal_value=8.01604e-06 0.000548046 0.000480569 -0.00153174 -0.00078523 -0.00117768 0.00075225 -0.00098849 -0.0107173 0.00085464 0.00104314 0.00321806 0.00794845 0.00189184 0.0038414 0.00446878 0.000391578 0.00766283 0.0102004 0.00961717 0.0161471 -0.000148982 0.0105351 -0.00242696 0.00726643 0.00500948 0.00970851 0.000663388 -0.00447538 0.00897775 internal_weight=1.3303e+06 32847 32585 3876 3680 3597 28709 3576 179 28249 26613 3956 850 3106 2143 2083 915 1168 210 788 326 314 854 963 168 462 830 22657 795 810 internal_count=1330305 32847 32585 3876 3680 3597 28709 3576 179 28249 26613 3956 850 3106 2143 2083 915 1168 210 788 326 314 854 963 168 462 830 22657 795 810 cat_boundaries=0 1 cat_threshold=1282 is_linear=0 shrinkage=0.05 Tree=867 num_leaves=31 num_cat=1 split_feature=4 27 19 24 39 127 18 31 15 19 30 42 125 21 11 108 2 23 91 84 136 41 28 21 40 121 32 28 41 31 split_gain=3.57695 8.40148 5.93093 7.86131 5.98437 5.57864 5.55737 8.78569 7.48146 8.10873 9.58855 9.49919 11.6126 8.50061 11.1756 9.09541 8.0528 7.32728 7.53688 6.71756 6.22425 11.653 17.4981 7.48169 7.82192 9.63518 10.9811 7.79003 6.96758 6.10299 threshold=13.449999809265138 163.50000000000003 16.335000038146976 240.50000000000003 10.34999990463257 -0.21643137186765668 12.699999809265138 1022.3500061035157 4.055000066757203 13.344999790191652 1006.7500000000001 6.8500001430511483 -0.99353402853012074 7.3750000000000009 17.349999427795414 -0.99419188499450672 335.50000000000006 7.5650000572204599 -0.9949737787246703 0.87596631050109874 0 12.949999809265138 1010.2500000000001 7.2550001144409189 7.6499998569488534 -0.50751903653144825 8.5500001907348651 1013.7500000000001 6.9500000476837167 1021.2500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=-1 -2 6 5 -5 -4 17 8 9 10 -8 13 -13 14 15 -11 -17 20 -19 -15 21 23 -23 24 25 -3 -27 -26 -28 -29 right_child=1 2 3 4 -6 -7 7 -9 -10 11 -12 12 -14 19 -16 16 -18 18 -20 -21 -22 22 -24 -25 27 26 28 29 -30 -31 leaf_value=-2.9473395815463257e-06 0.0093925834602050871 -0.0024744355761591973 -0.020338421520037869 -0.017830718667520323 0.0001170548886567793 0.0059915583617985253 -0.0079508560448448406 -0.0049782499955079666 -0.00076646554357288985 -0.0074092326849396969 0.0030559948856567183 0.033557022528965835 -0.0031006371442099715 0.0055971052470252022 0.034926978718075485 0.011891878797827138 -0.010283777265008107 -0.014882992792752434 -0.0019644200284881525 -0.0088402229243690535 0.0010768181014693214 3.9658756254033909e-05 0.058369764257222415 -0.010335879093505399 -0.0006385273732670972 0.021425001234797011 0.00047699321348350062 -0.01509621226571565 0.018040960791628237 0.0010987975208033613 leaf_weight=1308586 271 896 103 51 520 25 240 391 1074 74 1127 23 356 370 45 854 43 122 1514 103 11931 36 20 253 364 94 430 248 65 76 leaf_count=1308586 271 896 103 51 520 25 240 391 1074 74 1127 23 356 370 45 854 43 122 1514 103 11931 36 20 253 364 94 430 248 65 76 internal_value=7.61523e-06 0.000644018 0.000533478 -0.00399652 -0.00148599 -0.0151958 0.000686086 0.00219819 0.00284938 0.00404982 0.00112356 0.00619125 -0.00087603 0.00799011 0.0105678 0.00943891 0.0108288 0.000243263 -0.00292779 0.00245325 0.000603204 -0.00167107 0.0208718 -0.00219832 -0.00125087 0.000790994 0.00575844 -0.0056581 0.00278337 -0.0112974 internal_weight=1.3303e+06 21719 21448 699 571 128 20749 4700 4309 3235 1367 1868 379 1489 1016 971 897 16049 1636 473 14413 2482 56 2426 2173 1485 589 688 495 324 internal_count=1330305 21719 21448 699 571 128 20749 4700 4309 3235 1367 1868 379 1489 1016 971 897 16049 1636 473 14413 2482 56 2426 2173 1485 589 688 495 324 cat_boundaries=0 1 cat_threshold=2120 is_linear=0 shrinkage=0.05 Tree=868 num_leaves=31 num_cat=1 split_feature=70 132 14 5 125 23 23 20 2 64 136 5 38 30 28 23 83 124 2 78 23 35 43 32 30 100 21 114 11 38 split_gain=3.51792 5.32523 5.18336 6.16702 8.46061 4.70294 4.58858 7.88547 8.05068 8.0071 8.20207 7.29045 6.74119 6.53454 6.29992 6.10172 6.06753 5.63722 5.5418 5.51837 4.91933 4.83608 6.12484 11.7731 11.024 8.23325 6.35027 5.43843 5.00267 4.76369 threshold=317.24839782714849 1015.7500000000001 1.1649999618530276 7.3500001430511483 0.99140709638595592 5.805000066757203 6.8849999904632577 7.8350000381469735 48.500000000000007 71.479999542236342 0 10.84999990463257 9.2500000000000018 1003.9500122070314 1011.9500122070314 9.5650000572204608 319.81759643554693 -0.80382624268531788 312.50000000000006 47.30999946594239 9.9549999237060565 11.449999809265138 4.9500000476837167 9.4499998092651385 1015.9500122070314 0.79995635151863109 6.555000066757203 -0.55191597342491139 14.750000000000002 10.34999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 -3 -4 9 29 10 12 14 -8 -10 19 17 -11 -14 -13 -12 -16 22 25 24 -24 26 27 -19 -27 -9 right_child=1 5 6 4 -6 -7 7 8 13 16 11 18 15 -15 20 -17 -18 21 -20 -21 -22 -23 23 -25 -26 28 -28 -29 -30 -31 leaf_value=2.3810140558175353e-05 0.0016672740364074711 0.0020965015438678836 -0.00081281335086712822 0.00697145203844474 0.040839824631162314 -0.0056255222362926139 -0.011154036251525301 0.002564677709307957 -0.022271269200031054 -0.0013822478117197544 0.003668178953944889 -0.013157817559877936 -0.0028575328901339347 4.1642812795574672e-05 -0.0006903985828049632 0.019307032977845872 0.0097749094508713524 0.034242199330280228 -0.0028232316519345413 -0.021036833800051526 0.023556955881594194 0.0017021365376997171 0.00753542278544046 0.0071132964393025482 0.053346703195109452 -0.0011947994697793169 0.0061060788665445159 0.0057941866606207836 0.015892952542913997 -0.0044138437676416852 leaf_weight=1277227 1334 257 29055 93 23 847 93 278 33 171 1312 156 487 5783 5348 53 424 42 770 23 21 3088 24 312 29 622 294 28 46 2032 leaf_count=1277227 1334 257 29055 93 23 847 93 278 33 171 1312 156 487 5783 5348 53 424 42 770 23 21 3088 24 312 29 622 294 28 46 2032 internal_value=7.23488e-06 -0.000391619 -0.000318627 0.00262883 0.0136867 -0.00382791 -0.000403217 0.000151108 -0.0010768 0.000898915 0.000634298 -0.000405139 0.00218044 -8.49607e-05 0.000168742 0.00243156 0.0065684 0.00225168 -0.00456426 0.00324255 -0.000595559 0.00280646 0.0052475 0.0108144 0.032602 0.00327859 0.00932856 0.022863 -1.8098e-05 -0.003574 internal_weight=1.3303e+06 53078 51974 1450 116 1104 50524 21469 8126 13343 12748 7630 5118 5816 6704 5025 595 4972 926 1335 5369 4485 1397 365 53 1032 364 70 668 2310 internal_count=1330305 53078 51974 1450 116 1104 50524 21469 8126 13343 12748 7630 5118 5816 6704 5025 595 4972 926 1335 5369 4485 1397 365 53 1032 364 70 668 2310 cat_boundaries=0 1 cat_threshold=1108 is_linear=0 shrinkage=0.05 Tree=869 num_leaves=31 num_cat=5 split_feature=111 7 136 132 122 79 3 2 128 127 135 4 122 136 30 38 42 136 31 17 29 79 136 105 23 100 115 66 136 129 split_gain=3.41496 21.5995 17.6537 17.9452 16.0482 16.0324 18.8268 13.1364 12.9718 15.9961 12.9211 23.0539 12.6877 13.7535 15.3488 12.2414 15.5882 15.153 15.0731 15.411 12.8899 13.6115 12.3074 17.1329 12.2328 11.9063 11.7382 11.2131 10.676 10.7594 threshold=-0.017508870922029015 7.0499999523162851 0 1023.2500000000001 0.026175950653851036 22.884999275207523 259.50000000000006 251.50000000000003 239.50000000000003 -0.8338540494441985 1014.4500122070314 9.7500000000000018 -0.3172925859689712 1 1012.8500061035157 13.150000095367433 7.7500000000000009 2 1017.4500122070314 14.550000190734865 1017.8500061035157 13.715000152587892 3 0.071686591953039183 9.6050000190734881 0.34117610752582556 -0.98624804615974415 12.565000057220461 4 126.50000000000001 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 2 2 1 2 left_child=1 2 -1 7 5 8 -7 -4 9 12 -10 -12 13 14 -3 16 22 18 25 20 21 26 -6 -24 -5 -17 -20 -22 -11 -30 right_child=-2 4 3 24 15 6 -8 -9 10 28 11 -13 -14 -15 -16 17 -18 -19 19 -21 27 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0019049478064444186 3.4426042073569304e-05 0.010540925820621197 0.00021374902314749458 0.037399366512929778 0.00048036924343109459 -0.00084169075202556007 0.0075038906940684885 -0.0010366400490697055 0.003891993415332245 -0.0014805336188146612 0.016386265221047601 0.074785766662098463 0.0021627577984166847 0.010452518536030539 -0.0035274575095716764 0.003642870258357868 -0.0087363051806610918 -0.0014946843505496367 0.066632034436895929 -0.00058976279390804019 -0.001766769223624059 0.0074631247067979238 -0.0055269013387109333 0.0022033631015053018 0.0019504752975060711 -0.0085813009552507518 0.028191050944022009 0.018808332851830652 0.0025891912122720639 0.02572160429850805 leaf_weight=20098 1189585 331 52544 53 7247 6098 760 34995 151 2254 109 20 1842 1539 468 1866 637 1901 29 187 112 48 2357 1030 45 223 63 162 3500 51 leaf_count=20098 1189585 331 52544 53 7247 6098 760 34995 151 2254 109 20 1842 1539 468 1866 637 1901 29 187 112 48 2357 1030 45 223 63 162 3500 51 internal_value=6.87313e-06 -0.000226047 -0.00056881 -0.000262143 0.000893479 0.00195496 8.31623e-05 -0.000286112 0.0032055 0.00290786 0.0138197 0.0254405 0.00526626 0.00771135 0.00227218 -0.000252391 -0.00113889 0.00192398 0.00432939 0.0113234 0.0167045 0.0290471 -0.000683788 -0.00316675 0.0211218 0.00233794 0.0403083 0.0103981 0.00120965 0.00291322 internal_weight=1.3303e+06 140720 107735 87637 32985 17123 6858 87539 10265 9985 280 129 4180 2338 799 15862 11271 4591 2690 601 414 140 10634 3387 98 2089 92 274 5805 3551 internal_count=1330305 140720 107735 87637 32985 17123 6858 87539 10265 9985 280 129 4180 2338 799 15862 11271 4591 2690 601 414 140 10634 3387 98 2089 92 274 5805 3551 cat_boundaries=0 1 2 3 4 5 cat_threshold=1553 3457 2646 2197 902 is_linear=0 shrinkage=0.05 Tree=870 num_leaves=31 num_cat=0 split_feature=28 76 12 36 21 23 34 39 15 12 1 132 37 111 134 101 83 55 32 76 23 18 74 132 12 7 104 12 14 130 split_gain=3.75 4.63452 5.85668 5.07543 4.41365 3.72243 3.60887 14.4663 12.8119 11.0127 13.51 9.56837 17.1343 18.1442 11.5316 18.1597 18.8474 13.2249 11.1232 12.3877 13.9116 13.3641 11.5946 10.6591 32.2713 10.7054 10.6332 10.0917 41.1152 23.7979 threshold=1034.4500122070315 11.775000095367433 3.1350001096725468 10.150000095367433 9.0749998092651385 7.1649999618530282 12.750000000000002 11.449999809265138 0.72500002384185802 0.72500002384185802 319.50000000000006 1019.1499938964845 10.650000095367433 -0.12556558102369306 1015.6499938964845 -0.22497717291116712 284.23435974121099 53.754999160766609 8.1500000953674334 9.0150003433227557 8.2849998474121112 13.344999790191652 0.47411289811134344 1014.4500122070314 1.4750000238418581 12.050000190734865 -0.9819679558277129 1.2450000047683718 1.1549999713897707 115.50000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 4 -3 5 -2 8 -8 9 -1 -11 14 13 -13 27 16 -16 23 -14 20 -20 26 -21 24 -17 -25 -22 -10 29 -29 right_child=1 3 -4 -5 -6 -7 7 -9 11 10 -12 12 18 -15 15 17 -18 -19 19 22 21 -23 -24 25 -26 -27 -28 28 -30 -31 leaf_value=0.00029947457005134325 -0.01016944231465459 -0.00089356332118141241 -0.010734453858874206 0.025497479305355526 -0.0026928298965256821 0.012709966625698144 -0.0021305206406345774 -5.4328913312433405e-05 -0.00044288536396921665 0.0029531245631227608 0.01186314490006771 0.045975181763922734 -0.016050023668513304 0.0040883718088562376 0.043316355087565928 0.065574177813071469 0.0073271920378515619 -0.0078152042845801972 -0.0035387324745037307 0.022285381542184415 0.027479615733027457 -0.00033473419773683959 -0.0051744225278052974 0.0014432691210389972 0.0064585697548113566 0.012477787707101898 0.0070665344936430763 0.0036987712836031002 9.2325644165763598e-05 0.0383171622720547 leaf_weight=3600 20 29 70 49 106 160 8493 692054 85190 2853 500 27 154 609 53 26 116 324 1336 39 75 783 2685 3881 206 233 427 6967 518831 50 leaf_count=3600 20 29 70 49 106 160 8493 692054 85190 2853 500 27 154 609 53 26 116 324 1336 39 75 783 2685 3881 206 233 427 6967 518831 50 internal_value=7.31892e-08 0.00464704 0.00222852 0.0156854 0.00540128 0.0101678 -1.44375e-06 -7.94994e-05 8.54953e-05 0.0022199 0.00428179 6.16365e-05 -0.00190321 0.00586659 8.12091e-05 0.00251243 0.0186137 0.00192975 -0.00280185 -0.00242014 3.37802e-05 0.00374808 -0.00478128 0.00265625 0.0130836 0.00206822 0.0101163 6.19556e-05 0.000143742 0.00394545 internal_weight=1.32995e+06 434 356 78 286 180 1.32951e+06 700547 628965 6953 3353 622012 6135 636 615877 4839 169 4670 5499 5345 2621 1285 2724 4346 232 4114 502 611038 525848 7017 internal_count=1329946 434 356 78 286 180 1329512 700547 628965 6953 3353 622012 6135 636 615877 4839 169 4670 5499 5345 2621 1285 2724 4346 232 4114 502 611038 525848 7017 is_linear=0 shrinkage=0.05 Tree=871 num_leaves=31 num_cat=2 split_feature=63 67 64 95 76 98 84 39 107 76 79 110 136 110 136 107 29 0 107 34 15 8 79 14 0 32 66 127 16 3 split_gain=4.73315 12.1751 16.4064 16.1168 11.3177 12.3499 13.5142 11.1144 12.7973 14.8663 14.4117 12.7278 10.2175 9.44649 11.6139 12.1792 13.855 21.506 14.1236 11.6968 12.1617 11.3354 11.1989 16.6142 16.658 16.2652 10.7014 9.95324 10.4185 9.93544 threshold=0.73923647403717052 16.23499965667725 23.875000000000004 0.48658280074596411 17.045000076293949 -0.76262557506561268 0.87892919778823864 10.750000000000002 -0.90663254261016835 5.1549999713897714 4.0750000476837167 0.37520597875118261 0 0.29964083433151251 1 -0.63142159581184376 1010.5499877929689 326.50000000000006 -0.94497302174568165 12.949999809265138 3.6049998998641972 15.34999990463257 3.3649998903274541 1.8550000190734866 1.0000000180025095e-35 14.050000190734865 18.304999351501468 0.49240480363368994 14.550000190734865 165.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 12 3 13 7 6 -6 -5 9 10 -9 -12 -2 14 -3 16 17 18 19 27 26 -17 -18 24 25 -24 -21 28 -16 -20 right_child=1 2 -4 4 5 -7 -8 8 -10 -11 11 -13 -14 -15 15 21 22 -19 29 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-3.1779953961974785e-05 9.5916216077772314e-05 -0.0027346701295267021 0.0001346928060706202 -0.0035420826352746842 0.0056506319176828999 0.0018358383868613587 0.017033887516384138 -0.00080046703573316341 0.00187129650747256 0.0038819527068843368 0.025878293331867704 0.0060440954675928492 -0.0015001128889431661 -0.00030768886291391542 0.011589678795586179 -0.0060041287696613694 -0.005189157376763104 0.057249088449911639 -0.0038548245627527036 0.017350676779945694 0.025868460529929273 0.016278270115366294 0.011823314657911312 0.0017850358425160054 0.0071837385959216933 0.058901671308558438 -0.010163314872483876 0.049715307422659616 0.033627426574821588 0.01398700119575997 leaf_weight=1193835 37883 1182 54780 715 660 757 431 120 5930 1252 240 122 13628 10140 331 607 470 22 332 48 46 63 43 5213 742 32 134 22 64 102 leaf_count=1193835 37883 1182 54780 715 660 757 431 120 5930 1252 240 122 13628 10140 331 607 470 22 332 48 46 63 43 5213 742 32 134 22 64 102 internal_value=6.95298e-08 0.000279423 0.000648422 0.00159215 0.00320106 0.00674283 0.0101476 0.00241992 0.00297614 0.00675451 0.014216 0.0191938 -0.00032661 0.000752347 0.00188942 0.00255047 0.00312319 0.00831001 0.00731218 0.0120046 0.00289867 -0.00390892 0.00224463 0.00282404 0.0094536 0.0319101 -0.00290688 0.0169834 0.0151604 0.000338416 internal_weight=1.32995e+06 136111 84600 29820 10227 1848 1091 8379 7664 1734 482 362 51511 19593 9453 8271 7601 1101 1079 645 228 670 6500 6030 817 75 182 417 395 434 internal_count=1329946 136111 84600 29820 10227 1848 1091 8379 7664 1734 482 362 51511 19593 9453 8271 7601 1101 1079 645 228 670 6500 6030 817 75 182 417 395 434 cat_boundaries=0 1 2 cat_threshold=3808 2096 is_linear=0 shrinkage=0.05 Tree=872 num_leaves=31 num_cat=3 split_feature=63 67 64 59 30 79 136 84 14 59 83 109 136 107 69 12 126 38 136 124 79 91 30 23 29 5 55 52 28 30 split_gain=4.27122 10.988 14.8058 14.5557 11.6333 9.95337 9.62871 9.39232 9.39222 12.9428 8.45668 8.43191 11.4986 11.8505 12.6958 19.786 15.3129 11.3556 15.0453 11.1002 10.0489 12.8571 15.3961 11.2935 10.5738 9.94974 9.405 10.9826 10.538 15.7284 threshold=0.73923647403717052 16.23499965667725 23.875000000000004 298.26855468750006 1026.850036621094 1.0950000286102297 0 0.90338134765625011 3.2050000429153447 307.15142822265631 260.21885681152349 0.14712589234113696 1 -0.63142159581184376 280.89468383789068 2.1450001001358037 0.061046212911605842 13.750000000000002 2 -0.50751903653144825 5.3450000286102304 -0.99828946590423573 1014.2500000000001 9.0950002670288104 1017.7500000000001 12.84999990463257 18.605000495910648 5.2950000762939462 1009.9500122070314 1005.8500061035157 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 11 7 -2 -7 10 -9 -10 -5 12 -3 14 15 16 20 18 -13 -16 24 22 -22 -24 -14 -15 27 -17 29 -29 right_child=1 2 -4 4 -6 6 -8 8 9 -11 -12 17 13 25 19 26 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-3.0190956225289757e-05 0.0027190048413625271 -0.0016214944409394675 0.00012795816791584414 -0.0038647486370449874 -0.0045119852607368935 1.4458455617409033e-05 -0.0014856339246810037 0.0076601534128636906 0.057853947662442812 0.010451216556571632 0.0033596455062797474 0.0069796319056439947 -0.0035425678138326631 -0.0054257260208431636 -0.0022785033059538021 -0.007408778732484681 0.0032621783621738011 -0.0024480300848369581 0.00014971602189221806 0.0046523042049569389 0.075505735913757241 0.015901731784668468 0.0099164613084645869 0.053502972172978142 0.01955106013486985 0.019568433151120147 0.00059617814364642694 0.013724701029473339 0.010232087704701432 0.071361026838421826 leaf_weight=1193835 2576 1632 54780 423 495 33149 15786 287 24 36 9560 895 117 538 1114 59 376 3662 7414 1200 20 440 42 23 86 43 1148 29 137 20 leaf_count=1193835 2576 1632 54780 423 495 33149 15786 287 24 36 9560 895 117 538 1114 59 376 3662 7414 1200 20 440 42 23 86 43 1148 29 137 20 internal_value=6.44974e-08 0.000265436 0.000615984 0.0015125 0.00297581 -0.000310293 -0.000469759 0.00333462 0.0114213 0.0294123 0.00305353 0.000678576 0.00205384 0.0031634 0.00398384 0.00645645 0.011456 -0.000128363 0.000893977 0.00131569 0.015688 0.0193408 0.0371432 0.0253394 0.00624094 -0.0035759 0.00249413 0.0113874 0.0173496 0.0372497 internal_weight=1.32995e+06 136111 84600 29820 10825 51511 48935 10330 347 60 9983 18995 7024 5392 4811 2497 1104 11971 8309 2314 728 525 85 65 203 581 1393 245 186 49 internal_count=1329946 136111 84600 29820 10825 51511 48935 10330 347 60 9983 18995 7024 5392 4811 2497 1104 11971 8309 2314 728 525 85 65 203 581 1393 245 186 49 cat_boundaries=0 1 2 3 cat_threshold=2784 2099 1025 is_linear=0 shrinkage=0.05 Tree=873 num_leaves=31 num_cat=0 split_feature=63 67 64 95 30 11 106 6 20 121 54 1 30 30 76 98 84 79 19 39 107 76 79 10 82 52 55 31 135 100 split_gain=3.85519 9.91774 13.3641 13.1818 11.1738 9.19112 9.36186 9.15553 9.10529 9.05579 9.04822 10.0214 23.5074 12.6943 8.99531 9.75109 11.8352 8.983 8.73382 8.59943 10.9003 15.0155 15.0203 11.9767 9.00704 8.41371 13.1671 16.1777 17.4512 32.9963 threshold=0.73923647403717052 16.23499965667725 23.875000000000004 0.48658280074596411 1026.9500122070315 5.3500001430511483 -0.9350675344467162 10.250000000000002 5.2149999141693124 -0.95878320932388295 19.195000648498539 2.5000000000000004 1024.549987792969 1009.3500061035157 17.045000076293949 -0.76262557506561268 0.87892919778823864 1.0950000286102297 17.029999732971195 10.750000000000002 -0.92883729934692372 4.9649999141693124 4.0750000476837167 2.8500000238418584 310.04635620117193 10.635000228881838 33.104999542236335 1016.3500061035157 1016.4500122070314 -0.064170148223638521 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 17 3 5 14 6 10 8 -7 -9 11 12 -3 -13 19 16 -16 -2 -18 24 21 22 -21 -24 -5 -4 27 28 -27 -30 right_child=1 2 25 4 -6 7 -8 9 -10 -11 -12 13 -14 -15 15 -17 18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=-2.8681408704412624e-05 0.0025830546101369071 0.0081600988655124215 -0.0016698549848945311 -0.0074896247483524194 -0.0048749516541692775 0.028552179275588559 -0.0018733421439843731 0.026658047793003233 0.0022370747662500494 -0.0032041455513745001 -0.00090340133879527544 0.035568730865738224 0.064180732723325501 0.0016693608245907541 0.0051923973884344908 0.0019722476590671861 0.013958786919615329 -0.0004462858626074265 0.042372969897656605 -0.0016441740034635933 0.0021131918407905651 0.0040443794503646777 0.044977151811579054 0.017237652744435724 0.0052599810018658724 -0.0018600571468566269 -7.0361654384508264e-05 0.0037953048802252375 0.04850862030024556 0.0039187107273304465 leaf_weight=1193835 2576 294 5854 407 443 33 5132 26 8461 1078 2506 28 20 2015 653 735 401 48935 29 84 6074 953 49 189 210 3437 39288 5430 44 727 leaf_count=1193835 2576 294 5854 407 443 33 5132 26 8461 1078 2506 28 20 2015 653 735 401 48935 29 84 6074 953 49 189 210 3437 39288 5430 44 727 internal_value=6.27902e-08 0.000252179 0.000585218 0.00143697 0.00289203 0.000677467 -0.000383746 0.00178257 0.00233931 -0.00250087 0.00118825 0.00341212 0.0117283 0.00213396 0.0032437 0.00641723 0.00943391 -0.000294792 0.0158751 0.00251944 0.00299544 0.00719842 0.0165332 0.0229487 -0.00315021 0.00012156 0.000335903 0.00199199 -0.000335013 0.0064634 internal_weight=1.32995e+06 136111 84600 29820 10227 19593 9995 9598 8494 1104 4863 2357 314 2043 9784 1818 1083 51511 430 7966 7349 1275 322 238 617 54780 48926 9638 4208 771 internal_count=1329946 136111 84600 29820 10227 19593 9995 9598 8494 1104 4863 2357 314 2043 9784 1818 1083 51511 430 7966 7349 1275 322 238 617 54780 48926 9638 4208 771 is_linear=0 shrinkage=0.05 Tree=874 num_leaves=31 num_cat=0 split_feature=36 124 8 104 122 21 83 108 18 32 71 72 14 37 130 67 63 35 2 43 87 8 38 12 29 124 109 29 110 9 split_gain=3.66206 7.76509 8.11806 10.0146 8.37697 7.15968 6.35734 12.1529 7.85405 7.51593 9.07147 8.09699 7.29303 7.18361 8.22675 8.03214 6.32122 7.22102 5.85108 5.5861 5.20437 6.21446 4.98588 7.81089 7.01823 6.55405 14.0564 18.2842 5.13506 4.97956 threshold=8.4499998092651385 0.88697704672813427 13.449999809265138 -0.73441547155380238 -0.3172925859689712 4.9449999332427987 282.70637512207037 0.42650051414966589 5.4100000858306894 8.8499999046325701 282.08518981933599 0.83566126227378856 5.305000066757203 8.1500000953674334 336.50000000000006 2.8449999094009404 0.76878011226654064 7.4500000476837167 312.50000000000006 8.1500000953674334 0.88734385371208202 11.750000000000002 8.5500001907348651 4.4749999046325692 1029.7500000000002 0.6755644977092744 -0.10999725759029387 1017.5499877929689 -0.037978792563080781 9.6500000953674334 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 -5 -3 12 9 -9 10 -8 16 -1 -10 15 -15 17 -12 -11 -4 21 -6 23 24 25 26 27 -2 -27 -7 right_child=22 2 19 4 20 29 7 8 13 18 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.0065501621104628238 0.0022757492360791992 0.022951311407483778 0.0023362434999067393 -0.0070564501775216368 -0.004240629470811063 -0.00031877629572703514 -0.0085236568307114208 0.014690766421957845 -0.0012569074128399469 -0.0096464552572409074 0.032901032304391266 -0.0012584392179517036 0.016626994644424745 -0.00018446792943928488 0.023926187893375757 -0.012362494404163869 0.046648328686537954 0.0084350396970924186 0.015003483285280792 0.014999732397921871 0.009612255558196425 0.005157949877392356 2.7373014282482253e-06 0.033617307231761519 0.024725271595696756 -0.018374480268297098 -0.0032085081267500407 0.059416310537961273 0.0050258337889908548 0.0089993393036764957 leaf_weight=1122 42 44 1630 850 630 534 43 62 1322 89 50 47 35 195 20 443 23 76 33 92 117 244 1320096 20 34 24 799 21 1013 196 leaf_count=1122 42 44 1630 850 630 534 43 62 1322 89 50 47 35 195 20 443 23 76 33 92 117 244 1320096 20 34 24 799 21 1013 196 internal_value=5.96503e-08 -0.00107346 0.000347048 -0.00140838 -0.00341467 0.0033637 -0.002804 -0.00133787 -0.00283293 0.00711895 0.0122735 0.0168361 -0.00584904 -0.00338165 -0.00765051 -0.00864037 0.0225438 0.0181438 -0.00297885 0.00301281 -0.000291042 -0.00161677 6.47209e-06 0.00253093 0.0022093 0.00180617 -0.00141563 0.0213226 0.00448426 0.00218307 internal_weight=1.32995e+06 7897 4337 2615 1841 774 3560 2403 2042 361 239 196 1157 1980 658 638 149 126 122 1722 991 874 1.32205e+06 1953 1933 1899 862 63 1037 730 internal_count=1329946 7897 4337 2615 1841 774 3560 2403 2042 361 239 196 1157 1980 658 638 149 126 122 1722 991 874 1322049 1953 1933 1899 862 63 1037 730 is_linear=0 shrinkage=0.05 Tree=875 num_leaves=31 num_cat=0 split_feature=31 28 124 33 43 7 5 67 37 97 123 65 29 55 35 52 23 12 61 21 66 54 65 61 121 26 5 54 76 28 split_gain=3.76543 9.56555 25.337 15.4139 19.5499 25.6949 58.9111 20.5103 17.7223 13.7532 11.0251 10.4165 10.2204 10.1845 10.9885 10.0398 9.6049 10.0283 9.48639 9.48896 9.33924 19.747 13.1075 15.003 8.72611 8.62107 9.62948 8.5872 8.49629 8.44954 threshold=1023.5499877929689 1022.9500122070314 0.26722820103168493 12.550000190734865 3.6499999761581425 7.9500000476837167 6.2500000000000009 54.585000991821296 12.250000000000002 -0.72281843423843373 0.8140845298767091 32.045000076293952 1014.5499877929689 1.544999957084656 11.34999990463257 63.449998855590827 9.3750000000000018 3.2749999761581425 0.77445602416992199 8.1350002288818377 7.2850000858306894 9.1949996948242205 5.2950000762939462 0.81202450394630443 -0.76037701964378346 278.50000000000006 11.150000095367433 24.564999580383304 12.114999771118166 1021.9500122070314 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 8 7 -7 9 27 -6 -3 28 -4 -14 20 -16 -12 -18 19 -13 21 -15 23 -23 -17 -11 29 -2 -5 -27 right_child=1 10 12 11 5 6 -8 -9 -10 25 16 18 13 14 15 24 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-3.0007439699434658e-05 0.0031531361444682663 0.00030955693625319764 -0.035729706934653223 0.0005217548120545482 -0.010403710618875055 0.11140894563425155 0.010677632715236 0.054498469516634944 0.0099322866871175992 0.00055353459980191165 -0.0023144400949518412 0.0023897346907428337 0.0015306290652416373 -0.0048019895179037516 -0.00037474278745201002 0.033220866965976634 0.0027428395753902254 -0.0049657696644583678 0.0035206228232090458 0.04447042408424455 -0.0053111365255873958 0.017053908092796576 0.00029835211804386265 0.064573395438492304 0.0061323660670216974 0.017651506947752107 0.047611351087689407 -0.0044718443734232454 -0.013814450563743301 0.0053945240172385486 leaf_weight=1242373 1537 59773 20 1993 86 21 47 25 848 164 7906 21 5784 409 2755 33 2084 529 94 37 2123 98 97 20 300 323 20 486 109 249 leaf_count=1242373 1537 59773 20 1993 86 21 47 25 848 164 7906 21 5784 409 2755 33 2084 529 94 37 2123 98 97 20 300 323 20 486 109 249 internal_value=-7.62098e-06 0.000308461 0.00134739 0.00396916 0.00590975 0.0121892 0.0417858 0.00986785 0.00386473 0.00854271 4.68669e-05 0.000692374 -1.7675e-05 4.37968e-05 -0.00143004 0.000616445 -0.00144584 0.00118224 0.0133324 0.0292343 -0.00373057 0.00164692 0.0139148 0.0251081 0.00881681 0.010698 0.0135083 0.00132133 -0.000221655 0.0123159 internal_weight=1.33036e+06 87991 17699 6060 3806 935 68 867 2871 842 70292 2254 11639 11619 5835 3088 10519 2613 152 58 2747 624 215 118 333 756 592 2023 2102 572 internal_count=1330364 87991 17699 6060 3806 935 68 867 2871 842 70292 2254 11639 11619 5835 3088 10519 2613 152 58 2747 624 215 118 333 756 592 2023 2102 572 is_linear=0 shrinkage=0.05 Tree=876 num_leaves=31 num_cat=3 split_feature=38 14 32 136 65 36 39 124 136 136 32 28 80 34 28 15 56 123 42 13 126 24 118 55 103 18 35 4 7 33 split_gain=3.49147 10.9771 15.2676 11.6489 12.5986 9.84702 9.69857 12.1087 13.5371 11.5639 15.4447 17.9507 15.2568 15.2429 19.1308 14.9833 14.7474 13.3391 12.4114 21.5518 13.5589 16.9156 12.172 12.0674 15.6309 11.612 11.4977 14.0462 13.4323 12.5145 threshold=11.150000095367433 0.9650000035762788 2.6000000238418584 0 0.76499998569488536 11.050000190734865 10.650000095367433 0.88697704672813427 1 2 11.550000190734865 1013.6499938964845 287.44581604003912 11.650000095367433 1010.0499877929689 2.5049999952316289 297.31208801269537 1.0000000180025095e-35 1.4499999880790713 3.5249999761581425 -0.90255093574523915 268.50000000000006 -0.97233289480209339 51.965000152587898 0.30800585448741918 9.5450000762939471 8.2500000000000018 8.9499998092651385 14.650000095367433 8.4499998092651385 decision_type=2 2 2 1 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 -5 -2 7 -3 -9 13 11 12 16 14 18 -15 23 -14 -8 20 21 -20 25 -11 -25 -16 27 -10 -29 -28 right_child=5 6 3 4 -6 -7 9 8 26 10 -12 -13 17 15 22 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 29 28 -30 -31 leaf_value=0.010622258057740856 -0.0016128484714491012 -0.00048489870904537373 0.00014685306305042825 0.013138741253054349 0.0024395525294126749 -2.6218512764111253e-05 -0.00048215395141447257 -0.007665869384096774 0.00063020083064926164 -0.00090648946335715366 0.0020867549651731082 -0.0020785033027208816 0.0050399822710437163 -0.0019683060106040705 -0.017279318319574657 0.0024397635627111864 -0.017359491146080906 0.023940418767468895 0.035891594362762222 -0.022497420073894003 -0.006767598118314894 -0.0049575695344670255 0.0020290279690150597 0.0072000428741841125 0.055316703992762742 7.7683595951782316e-05 0.0050313605693974757 -0.0049927115964871647 0.010441523971812181 0.00091962319613091452 leaf_weight=509 9864 80749 3841 392 923 1134514 3847 474 4427 1158 4603 11691 1101 6921 158 2672 126 102 47 183 363 55 32033 86 21 247 2000 2341 150 24766 leaf_count=509 9864 80749 3841 392 923 1134514 3847 474 4427 1158 4603 11691 1101 6921 158 2672 126 102 47 183 363 55 32033 86 21 247 2000 2341 150 24766 internal_value=-7.23993e-06 0.000193685 0.00236087 0.00154531 0.00558649 -3.98945e-05 0.0001256 -0.000151071 0.000638094 0.000611603 -0.000431774 -0.00124361 0.00251919 0.00103505 0.00149651 -0.000740498 -0.00104684 0.00664251 -0.00156046 -0.00796208 -0.00224172 0.0138651 0.00192012 0.000577976 0.0166435 -0.00669369 0.000756998 -0.00105982 -0.00406331 0.00122686 internal_weight=1.33036e+06 185986 5665 5156 1315 1.14438e+06 180321 114907 34158 65414 18888 14285 2594 46526 36933 9593 1391 1203 4495 648 465 102 32438 1265 107 405 33684 6918 2491 26766 internal_count=1330364 185986 5665 5156 1315 1144378 180321 114907 34158 65414 18888 14285 2594 46526 36933 9593 1391 1203 4495 648 465 102 32438 1265 107 405 33684 6918 2491 26766 cat_boundaries=0 1 2 3 cat_threshold=652 768 205 is_linear=0 shrinkage=0.05 Tree=877 num_leaves=31 num_cat=2 split_feature=65 136 57 15 29 31 20 52 39 17 31 54 122 136 39 75 21 120 32 67 79 15 28 8 90 110 83 128 71 124 split_gain=3.4765 8.65176 8.09339 10.9317 9.39081 8.57529 7.99614 11.3209 11.1009 15.576 11.0605 13.1226 10.3624 10.6689 7.84369 10.2244 10.3662 8.98981 10.2944 9.81512 7.80524 7.76613 7.67102 7.39764 7.35418 10.1001 9.96082 11.5465 9.38307 17.075 threshold=22.195000648498539 0 300.75244140625006 2.9650000333786015 1027.850036621094 1008.4500122070314 9.1649999618530291 8.1149997711181658 19.750000000000004 17.029999732971195 1015.1499938964845 18.404999732971195 -0.79332312941551197 1 14.250000000000002 0.85407918691635143 6.9949998855590829 -0.84335932135581959 11.050000190734865 28.195000648498539 9.6750001907348651 1.3949999809265139 1013.8500061035157 12.84999990463257 -0.78513288497924794 0.31903555989265447 259.52182006835943 305.50000000000006 289.56227111816412 -0.36648726463317866 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 6 5 -5 7 -4 12 10 -10 -12 23 21 17 -16 -17 18 19 -7 -8 22 -14 -9 28 26 27 -26 29 -3 right_child=1 24 3 4 -6 14 20 8 9 -11 11 -13 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-8.8516086366720661e-06 -0.004673806366211869 0.00068848722091223186 4.9735276331680129e-06 -0.0037992172997111935 -0.0090448189457231088 0.012190219412064728 -0.00071894000103066963 0.0041095640087306928 0.00080417607030968243 0.042899145313671658 0.047923864568433457 -0.002568514126257717 0.017208653677392889 -0.0020137652137904288 -0.0027477027904364354 0.019738420751985231 0.0021270583378298616 0.0043515144008271006 0.0063514808253212667 0.050182329205905686 -0.0064306562871277069 0.00127918412831582 0.0041571645031479336 0.016008272821831347 -0.0014628452074563912 -0.00054060608838426769 -0.0062803141057256569 0.030311635470595857 0.00044242411325580021 -0.0012446553347654134 leaf_weight=1128444 1082 18493 30868 414 164 34 4915 1631 170 35 31 22 135 2426 869 112 329 3328 108 34 681 12343 678 142 2029 32653 1594 29 56693 29878 leaf_count=1128444 1082 18493 30868 414 164 34 4915 1631 170 35 31 22 135 2426 869 112 329 3328 108 34 681 12343 678 142 2029 32653 1594 29 56693 29878 internal_value=-6.88076e-06 -0.000240289 2.11088e-05 0.000589618 0.00273646 0.00310603 0.000375557 0.000582122 0.00159362 0.0118888 0.00702171 0.0269648 0.00144057 0.00102844 0.00369988 0.000399047 0.00659979 0.00493392 0.0159467 0.0311863 -0.00141402 0.00158975 0.00632439 0.00506253 -0.000206011 -0.00081951 -0.00331322 -0.0010151 5.96524e-06 -0.000505584 internal_weight=1.33036e+06 142451 1.18791e+06 59469 5392 5228 54077 48481 17613 258 223 53 17355 15582 4814 1310 441 3504 176 68 5596 13156 813 1773 141369 36305 3652 2058 105064 48371 internal_count=1330364 142451 1187913 59469 5392 5228 54077 48481 17613 258 223 53 17355 15582 4814 1310 441 3504 176 68 5596 13156 813 1773 141369 36305 3652 2058 105064 48371 cat_boundaries=0 1 2 cat_threshold=2080 1937 is_linear=0 shrinkage=0.05 Tree=878 num_leaves=31 num_cat=5 split_feature=31 28 124 33 42 2 37 55 136 35 65 15 15 136 97 9 123 33 136 29 7 23 12 10 71 136 136 120 14 23 split_gain=3.35915 8.64688 22.8308 14.0321 21.094 27.0412 18.6165 17.64 15.334 12.153 13.142 10.6839 12.2204 10.2761 10.0234 12.7715 9.91368 9.81034 10.9516 9.626 9.54056 8.67809 9.05374 8.62858 8.49742 8.29278 8.15771 12.8544 13.969 12.5262 threshold=1023.5499877929689 1022.9500122070314 0.26722820103168493 11.750000000000002 3.7500000000000004 341.50000000000006 12.250000000000002 51.965000152587898 0 11.84999990463257 11.164999961853029 2.1950000524520878 1.685000002384186 1 -0.72281843423843373 14.750000000000002 0.8140845298767091 8.1500000953674334 2 1014.5499877929689 8.7500000000000018 9.3750000000000018 3.2749999761581425 3.6499999761581425 296.41996765136724 3 4 0.6755644977092744 2.7250000238418584 8.6750001907348651 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 1 1 2 2 2 left_child=-1 2 3 4 6 7 13 14 -8 11 -11 12 -10 -2 -6 20 26 -4 24 -20 -16 -18 -23 -14 -19 -5 27 28 29 -3 right_child=1 16 17 25 5 -7 8 -9 9 10 -12 -13 23 -15 15 -17 21 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.7683496883532812e-05 -0.0093618498449889488 0.0019299346356423917 0.0041465506995540143 0.01442331272771518 -0.0096207261535114271 0.066743788604989002 -0.0014086171566988484 0.054790784175629208 0.012184579623979517 0.0086502464953809987 0.060317217907868328 0.0043254913364527293 0.067431844118982551 0.0026799865782493586 0.0095156956477433288 0.051405625175684692 -0.0021978099438533026 -0.0016508413485217606 -0.033935719906585296 0.0008045806057379837 0.039365331063579236 0.0026087218240114355 -0.0047157603869146872 0.027679682763829441 -0.0081617396287779025 0.00077614235793835187 -0.00013344449370323506 -0.0017404868550347044 -0.00015689472753989937 0.0062848841840410542 leaf_weight=1242373 189 8681 1262 106 58 23 155 23 100 20 32 143 20 1627 609 20 7906 3148 20 6613 28 2084 529 43 596 2864 39036 3353 6664 2039 leaf_count=1242373 189 8681 1262 106 58 23 155 23 100 20 32 143 20 1627 609 20 7906 3148 20 6613 28 2084 529 43 596 2864 39036 3353 6664 2039 internal_value=-6.53924e-06 0.000292003 0.00127978 0.00376851 0.00612732 0.0133544 0.00376588 0.0116905 0.0121766 0.017606 0.0404453 0.0143002 0.0230511 0.00138994 0.0103041 0.012063 4.32883e-05 -1.60084e-05 -0.000522238 0.000698777 0.0108278 -0.00137218 0.00112589 0.0402994 -0.00268014 0.00131439 0.000292386 0.00109352 0.00164077 0.00275827 internal_weight=1.33036e+06 87991 17699 6060 3090 761 2329 738 513 358 52 306 163 1816 715 657 70292 11639 10377 6633 637 10519 2613 63 3744 2970 59773 20737 17384 10720 internal_count=1330364 87991 17699 6060 3090 761 2329 738 513 358 52 306 163 1816 715 657 70292 11639 10377 6633 637 10519 2613 63 3744 2970 59773 20737 17384 10720 cat_boundaries=0 1 2 3 4 5 cat_threshold=516 16 4324 4 4629 is_linear=0 shrinkage=0.05 Tree=879 num_leaves=31 num_cat=2 split_feature=60 52 76 128 83 35 134 103 6 107 39 68 136 37 55 31 136 97 127 41 20 76 104 16 29 23 54 84 19 18 split_gain=3.26362 7.63219 7.59984 7.05327 24.977 34.8686 8.56492 7.01809 6.77568 6.62137 6.52776 8.55221 6.28864 6.64585 6.33975 13.2122 17.4926 17.9128 8.07605 7.63864 7.26563 7.22138 8.10215 7.21286 10.9013 11.9917 11.3237 8.24144 7.21983 9.7104 threshold=0.83062323927879345 38.194999694824226 2.2350000143051152 256.50000000000006 266.27207946777349 13.84999990463257 1016.0499877929689 0.41069474816322332 9.6500000953674334 -0.97322762012481678 14.84999990463257 317.80018615722662 0 14.34999990463257 96.845001220703139 1001.8500061035157 1 -0.86677175760269154 -0.88697704672813404 12.150000095367433 8.805000305175783 28.045000076293949 -0.29514786601066584 18.219999313354496 1023.5499877929689 6.4449999332427987 8.4449996948242205 0.85008457303047191 11.775000095367433 13.344999790191652 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 7 6 5 8 12 -2 -5 -8 -6 -12 13 -3 23 16 20 21 -19 -17 -16 -18 -23 28 26 -26 -25 -28 29 -14 right_child=2 3 -4 4 10 -7 9 -9 -10 -11 11 -13 14 -15 15 19 17 18 -20 -21 -22 22 -24 24 25 -27 27 -29 -30 -31 leaf_value=-1.2573294505926027e-05 0.00071781818505544466 -0.015880529872109101 -0.00055084869201831976 0.025298863497597204 0.0043442974725717808 0.072002928517758844 0.010084635583269927 0.0060453436871900417 -0.008961950767444514 -0.013449831665969792 -0.0016827812133210546 -0.034346362650394445 0.0012801838709325664 -0.0016245693954877608 -0.020654564501162164 -0.00078003780068855314 0.041171887080217233 -0.016404690946517295 0.012758358708530102 -0.012564319409367662 0.0048194257305427032 0.010325760200087514 0.045111698471009737 0.017995892837643624 0.03772690748529775 0.0036924459738827079 -0.0054014563781306047 0.0023297333719558611 0.0015265490559944908 -0.0030428748194255961 leaf_weight=1228456 4446 114 53003 27 606 32 36 718 31 176 101 25 3182 289 57 7747 58 43 53 140 55 70 22 62 28 342 1566 442 26242 2195 leaf_count=1228456 4446 114 53003 27 606 32 36 718 31 176 101 25 3182 289 57 7747 58 43 53 140 55 70 22 62 28 342 1566 442 26242 2195 internal_value=-6.20965e-06 1.05358e-05 -0.000372456 0.000659548 0.0052474 0.0301038 0.00057168 0.00145855 0.00698705 -0.00945341 0.00219129 -0.00816365 0.000621445 -0.00552029 0.000681097 -0.000562787 0.00883179 0.0159141 -0.000304257 -0.000989217 -0.00747739 0.0273549 0.0186441 0.000982416 -0.00163689 0.00626803 -0.00304985 -0.00369967 0.00118455 -0.000484576 internal_weight=1.33036e+06 1.2722e+06 58167 43741 822 90 42919 5164 58 212 732 126 42707 403 42304 8245 358 246 96 7887 112 150 92 34059 2440 370 2070 2008 31619 5377 internal_count=1330364 1272197 58167 43741 822 90 42919 5164 58 212 732 126 42707 403 42304 8245 358 246 96 7887 112 150 92 34059 2440 370 2070 2008 31619 5377 cat_boundaries=0 1 2 cat_threshold=2080 768 is_linear=0 shrinkage=0.05 Tree=880 num_leaves=31 num_cat=0 split_feature=65 76 38 53 7 64 66 76 40 43 39 114 3 33 31 82 71 135 130 15 16 126 77 12 28 109 39 28 39 1 split_gain=4.17077 12.0973 13.6199 12.8655 12.9488 12.403 12.1039 11.4283 13.6518 13.4764 18.8983 17.3129 14.7892 14.9934 11.702 15.4299 15.4027 15.2309 16.91 14.1076 14.7676 14.0112 13.6423 15.8581 13.6395 20.9477 19.559 15.053 14.532 14.4997 threshold=6.9949998855590829 25.015000343322757 11.949999809265138 1.2749999761581423 10.750000000000002 4.3250000476837167 17.814999580383304 13.515000343322756 6.9500000476837167 10.449999809265138 10.650000095367433 -0.8703225553035735 325.50000000000006 13.34999990463257 1018.2500000000001 268.01846313476568 304.07804870605474 1018.6499938964845 96.500000000000014 2.3950001001358037 15.405000209808351 0.43049471080303198 6.8150000572204599 1.435000002384186 1021.3500061035157 -0.55548542737960804 13.449999809265138 1018.7500000000001 15.34999990463257 161.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 -3 6 -1 14 -9 -10 11 -11 13 -12 15 -2 21 -17 -19 -18 -21 22 23 -16 25 27 29 28 -25 -27 right_child=7 2 -4 -5 -6 -7 -8 8 9 10 12 -13 -14 -15 16 17 19 18 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=3.7732596428863949e-05 -0.0018882527266074354 -0.0033509780533695372 -0.0022508091242515317 0.0027090899962723776 0.0014615068472147092 0.00067871240464711176 -0.0074993261423385235 0.00027965678837258318 -0.0041540107887689092 0.049079402303323152 -0.0084959997740965808 0.0083429558760274494 0.0033534141096696157 0.0003630752051062964 -0.0012339064530796048 -0.00057653677042327227 -0.0024730908763953728 -0.0036743514002985675 0.0041545117200144114 0.0011962344479866044 -0.0044255913154382298 -0.00024650699875003251 8.6386225342861134e-05 0.019061566505697555 0.0010518219576832642 -0.0023021479968127162 0.0063486493719790704 0.0060620214640924597 0.063422295618802305 0.0041269741363191541 leaf_weight=875842 22842 3063 11783 3488 2571 81305 533 150112 3531 34 823 112 1414 1138 2691 84535 10138 872 3300 7183 1395 35680 13752 240 5292 1704 3347 302 20 1807 leaf_count=875842 22842 3063 11783 3488 2571 81305 533 150112 3531 34 823 112 1414 1138 2691 84535 10138 872 3300 7183 1395 35680 13752 240 5292 1704 3347 302 20 1807 internal_value=8.87561e-06 6.19822e-05 -0.00112789 0.000322604 -0.00115487 8.79556e-05 3.31487e-05 -0.000138654 0.000178653 -0.00197136 0.000217498 0.0178295 -0.000544385 -0.00335494 -0.000394263 -0.000729394 5.31715e-05 -0.000430988 0.00251818 -0.00121037 0.000281983 0.000417921 0.00123105 0.00225302 0.00299117 0.00437432 0.00361381 0.0136547 0.0224739 0.00100672 internal_weight=1.33085e+06 978585 20905 9122 5634 957680 876375 352264 157164 7052 3521 146 3375 1961 195100 111549 83551 88707 4172 18716 8578 64835 29155 15403 12712 7420 6858 562 260 3511 internal_count=1330849 978585 20905 9122 5634 957680 876375 352264 157164 7052 3521 146 3375 1961 195100 111549 83551 88707 4172 18716 8578 64835 29155 15403 12712 7420 6858 562 260 3511 is_linear=0 shrinkage=0.05 Tree=881 num_leaves=31 num_cat=1 split_feature=60 52 28 36 79 85 61 67 136 12 64 13 67 111 39 12 111 92 86 72 53 23 126 12 67 76 15 108 102 126 split_gain=4.17883 11.0893 14.1696 13.5323 24.0098 17.9093 12.7089 12.6533 18.162 13.9041 11.0754 13.9109 16.5206 12.2996 10.558 14.5793 10.8528 13.6717 10.5432 14.1136 15.4569 12.5872 11.9325 10.7978 10.4249 11.2103 9.88489 9.73639 14.0522 12.3725 threshold=0.56467589735984813 4.9249999523162851 1027.4500122070315 12.250000000000002 4.1349999904632577 0.81110310554504406 0.5655421018600465 13.534999847412111 0 1.1150000095367434 5.5850000381469735 1.4249999523162844 12.815000057220461 -0.90038016438484181 13.650000095367433 2.3349999189376835 -0.84513789415359486 -0.33242416381835932 0.86451959609985363 0.61582541465759288 0.9650000035762788 6.6449999809265146 0.737249255180359 3.3549998998641972 24.175000190734867 3.9850000143051152 4.1949999332427987 0.19933883845806125 0.27515296638011938 0.33379416167736059 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 10 -4 -5 6 24 -1 14 -10 11 12 -3 -13 16 -16 17 -9 19 20 23 -20 -23 -11 25 -6 -18 28 29 -12 right_child=-2 2 3 4 5 -7 -8 8 9 18 27 13 -14 -15 15 -17 26 -19 21 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=4.4035675239902696e-05 -0.00016046627238002601 0.00062138770478702902 0.0018218534596389658 -0.0027146166811139582 0.058803153187036522 0.0068267836387395477 0.010409015567695842 0.054637943900635713 0.0084480131201995299 -0.0029262231795270282 0.0015573853207875923 0.0064728260743312227 0.015549843874759973 -0.0012722153783627638 0.0084595944811250486 0.059270594269037247 0.0019994447158274823 0.0026115959842822386 -0.0016213495391753188 -0.002079182175065438 0.0019038825367690309 -0.00068291398229932668 0.0027555613001429367 -0.018067168856006382 0.063137715531362076 0.018422566656954586 0.023348340321432001 0.0012311669941770052 -0.0027981458226910617 -0.0028598389023343201 leaf_weight=887194 287193 20698 721 157 25 118 47 23 390 741 8327 526 187 20128 48 20 1706 28 7363 25469 4546 4875 5230 140 37 55 56 48912 3931 1958 leaf_count=887194 287193 20698 721 157 25 118 47 23 390 741 8327 526 187 20128 48 20 1706 28 7363 25469 4546 4875 5230 140 37 55 56 48912 3931 1958 internal_value=8.43183e-06 5.49092e-05 0.000540094 0.00603583 0.0129567 0.0216816 0.0323698 1.59676e-07 -0.000768607 -0.000954767 0.000479186 -0.00015487 0.000755054 -0.00107497 0.0040401 0.023404 0.0033361 0.0260745 -0.00103079 -0.00158588 0.00072919 -4.8982e-05 0.00109672 -0.00533228 0.0411916 0.0310415 0.00267796 0.000896403 -0.000255397 0.000716459 internal_weight=1.33085e+06 1.04366e+06 105827 1160 439 282 164 937829 50635 48754 104667 41539 20885 20654 1881 68 1813 51 48364 30896 5427 17468 10105 881 117 80 1762 63128 14216 10285 internal_count=1330849 1043656 105827 1160 439 282 164 937829 50635 48754 104667 41539 20885 20654 1881 68 1813 51 48364 30896 5427 17468 10105 881 117 80 1762 63128 14216 10285 cat_boundaries=0 1 cat_threshold=4 is_linear=0 shrinkage=0.05 Tree=882 num_leaves=31 num_cat=0 split_feature=65 66 110 100 84 28 34 35 28 13 135 83 99 36 83 39 12 54 63 22 22 86 65 3 84 85 29 78 17 55 split_gain=3.83338 9.09635 8.58586 8.56124 10.7252 9.84652 18.1674 13.72 15.6357 10.9461 9.98533 11.7461 11.1524 11.8137 9.30324 16.3645 8.65685 8.58932 12.2651 10.2481 18.1399 8.92198 8.42517 8.0883 8.06972 14.7355 14.4753 9.39368 7.75739 7.60368 threshold=23.224999427795414 12.045000076293947 -1.0000000180025095e-35 -0.42324849963188166 0.89199861884117138 1013.0499877929689 11.449999809265138 14.750000000000002 1007.4500122070314 2.7350000143051152 1010.3500061035157 240.20088195800784 -0.7124444544315337 13.449999809265138 193.54404449462893 12.050000190734865 3.0749999284744267 71.700000762939467 0.5215946137905122 7.3150000572204599 7.1549999713897714 0.85485225915908825 34.395000457763679 123.50000000000001 0.83938905596733104 0.77250567078590404 1004.0499877929689 35.504999160766609 11.775000095367433 1.1250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 23 4 5 7 -7 10 -9 -8 11 12 14 29 15 24 -17 18 -11 20 22 -21 -20 -2 25 26 27 -3 -15 -14 right_child=1 3 -4 -5 -6 6 9 8 -10 17 -12 -13 13 28 -16 16 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=3.6478348764403065e-05 0.0010874382705272486 0.070765177160501486 -0.0016311487694824905 -0.00024211024742467067 -0.014236783977482736 -0.0039705656877288787 7.138574961572886e-05 0.0046898383139965258 -0.023687167203043712 0.0075695144045831901 0.032776369075649063 -0.015892077095644632 0.012858587374122672 0.023181145354950181 0.0015538724767861791 0.02633680168539286 -0.0021782472069790562 0.004594265501478019 -9.6611889312043793e-05 0.02272919718918099 0.081321742925792931 -0.010499525547999404 0.043442603290081025 -0.011906894416932106 0.030563824713074911 0.0028701244964790735 0.0023834109461555882 0.027105289418250324 -0.0086819404234679855 -0.0049228888218119313 leaf_weight=1196221 168 22 3500 126768 97 301 195 84 115 182 26 92 65 72 707 30 236 184 20 166 20 23 25 417 90 138 30 28 26 801 leaf_count=1196221 168 22 3500 126768 97 301 195 84 115 182 26 92 65 72 707 30 236 184 20 166 20 23 25 417 90 138 30 28 26 801 internal_value=8.01024e-06 -0.00024494 -0.0025683 -0.000172236 0.0021742 0.002607 0.00652679 0.000899553 -0.0117089 0.0104037 0.00196138 0.00161855 0.00233613 -0.00172626 0.00539323 0.0101222 0.00103774 0.0136534 0.0174766 0.0245753 0.041701 0.0186855 0.0240918 -0.00817519 0.0179679 0.0127677 0.0298411 0.0463156 0.0147277 -0.00358825 internal_weight=1.33085e+06 134628 4085 130543 3775 3678 1116 2562 199 815 2363 2337 2245 964 1281 574 266 620 436 254 65 189 45 585 308 218 80 50 98 866 internal_count=1330849 134628 4085 130543 3775 3678 1116 2562 199 815 2363 2337 2245 964 1281 574 266 620 436 254 65 189 45 585 308 218 80 50 98 866 is_linear=0 shrinkage=0.05 Tree=883 num_leaves=31 num_cat=4 split_feature=60 52 28 36 79 84 67 136 20 136 63 96 104 65 12 86 55 64 67 136 67 65 13 39 77 111 37 12 136 42 split_gain=3.62302 10.0821 12.792 12.2108 21.7003 17.8586 11.272 16.3848 12.8842 13.0668 12.2514 11.7125 10.8619 10.6487 12.3794 10.412 10.1291 11.0738 10.2377 9.8764 9.85601 10.7154 9.73656 9.52955 13.288 9.80095 13.0719 9.36271 9.31863 10.5366 threshold=0.56467589735984813 4.9249999523162851 1027.4500122070315 12.250000000000002 3.9550000429153447 0.81121867895126354 13.534999847412111 0 5.3150000572204599 1 0.72761887311935436 -0.50477769970893849 -0.75201019644737233 1.0000000180025095e-35 3.495000004768372 0.86167779564857494 4.0950000286102304 3.4750000238418584 1.0850000381469729 2 37.965000152587898 5.5450000762939462 1.2450000047683718 13.650000095367433 13.045000076293947 -0.84513789415359486 10.949999809265138 2.0849999189376835 3 14.650000095367433 decision_type=2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 left_child=1 6 16 -4 -5 20 -1 23 9 10 27 15 -11 14 -13 22 18 19 -3 -18 21 -6 -10 25 -25 26 -8 -9 29 -2 right_child=28 2 3 4 5 -7 7 8 11 12 -12 13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=4.0093842783335054e-05 0.00018127723211024517 -0.0010161315507320363 0.0017323554135299864 -0.0030429263910107529 0.058762985781173817 0.0061410116817802191 0.055035578827595424 0.0041912976833275309 0.0041616582555352609 0.011410111386202655 0.03067641798701562 -0.0016846566131336436 -0.0030728086578648002 0.0015141969333571958 -0.018326403326924433 -0.00034720017307094758 0.00067293737600223604 0.00053835111522716631 0.0020751057309491231 -0.001647828422986301 0.064138337010517729 0.02082808739274802 -0.0021444273943319182 0.0020056966415329561 0.046384259745959312 0.0025461986243911178 0.0036012053774902597 0.038600290865129366 -0.00040522226523634813 -0.015026340715734192 leaf_weight=887194 127993 3259 721 151 22 125 21 195 628 177 79 570 482 6335 139 15943 7183 66541 15035 12649 20 121 24184 37 31 1762 30 22 159086 114 leaf_count=887194 127993 3259 721 151 22 125 21 195 628 177 79 570 482 6335 139 15943 7183 66541 15035 12649 20 121 24184 37 31 1762 30 22 159086 114 internal_value=7.60973e-06 5.08859e-05 0.000513513 0.00573528 0.0123096 0.0203589 -1.31809e-06 -0.000726911 -0.00090373 0.00484654 0.0133658 -0.00101881 0.000804927 0.000863829 -0.00494728 -0.0013442 0.000455642 0.000229273 0.00152441 -0.000807756 0.0312623 0.0266642 -0.00198482 0.00384046 0.0222371 0.00317164 0.0247801 0.00767977 -0.000149656 0.000167731 internal_weight=1.33085e+06 1.04366e+06 105827 1160 439 288 937829 50635 48754 955 296 47799 659 7044 709 40755 104667 86373 18294 19832 163 143 24812 1881 68 1813 51 217 287193 128107 internal_count=1330849 1043656 105827 1160 439 288 937829 50635 48754 955 296 47799 659 7044 709 40755 104667 86373 18294 19832 163 143 24812 1881 68 1813 51 217 287193 128107 cat_boundaries=0 1 2 3 4 cat_threshold=4 578 3252 2704 is_linear=0 shrinkage=0.05 Tree=884 num_leaves=31 num_cat=0 split_feature=65 66 110 100 84 28 34 32 13 39 135 83 99 37 110 28 54 31 30 54 63 85 3 35 55 20 64 81 67 36 split_gain=3.33803 8.24493 7.75523 7.62115 9.67935 8.91218 16.4088 13.5076 9.85913 9.34889 8.98701 10.3085 9.5835 11.8706 10.7426 12.8377 8.71703 9.30325 9.35557 7.74861 11.1008 7.82189 7.29136 7.24594 7.06607 7.03322 6.85979 8.49315 7.93357 6.80911 threshold=23.224999427795414 12.045000076293947 -1.0000000180025095e-35 -0.42324849963188166 0.89199861884117138 1013.0499877929689 11.449999809265138 15.150000095367433 2.7350000143051152 15.050000190734865 1010.3500061035157 235.83805084228518 -0.73926243185996998 13.449999809265138 -0.99435600638389576 997.54998779296886 3.5349999666213994 1003.0499877929689 1005.3500061035157 71.700000762939467 0.51644340157508861 0.85899260640144359 123.50000000000001 12.949999809265138 1.2250000238418581 8.0749998092651385 37.07500076293946 270.40380859375006 49.555000305175788 10.949999809265138 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 2 22 4 5 7 -7 9 -8 10 11 12 14 24 15 -3 17 -16 -19 20 23 -22 -2 -10 -14 -9 -1 28 -28 -6 right_child=1 3 -4 -5 29 6 8 25 19 -11 -12 -13 13 -15 16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=3.9378899227851877e-05 0.0010249239664214353 0.038560523387148153 -0.0015501028133552081 -0.00022552181145500585 -0.027484805149066711 -0.0037817604763996462 7.3197209276258958e-05 -0.024123506467270701 0.016890077818081613 -0.029465932311723009 0.031132737588352312 -0.013374380047687076 0.011460374681686557 0.013815376588710302 -0.0140567865408957 0.0091686654002995985 0.0013145733540979483 0.051062563798673778 0.013641522424753572 0.0043588629594761069 0.02570342546180095 -0.0068473763926886026 -0.011312640279688375 -0.0033458539584501723 -0.0045644022425943174 0.0063049600291997191 -0.0063151868789300307 0.001530518714681886 0.0019057323160069019 -0.00095481154778241824 leaf_weight=1193624 168 45 3500 126768 46 301 195 79 90 24 26 110 75 115 20 213 915 23 61 184 239 20 417 87 831 25 1363 860 374 51 leaf_count=1193624 168 45 3500 126768 46 301 195 79 90 24 26 110 75 115 20 213 915 23 61 184 239 20 417 87 831 25 1363 860 374 51 internal_value=7.22872e-06 -0.000228813 -0.00244077 -0.000159596 0.00205426 0.00246543 0.00619461 0.000841004 0.00987913 0.00158779 0.00189399 0.00157829 0.00229404 -0.00131706 0.00518122 0.0142952 0.00287367 0.0165907 0.0238878 0.0129633 0.0165945 0.0231899 -0.00776954 0.0069436 -0.00323785 -0.016809 3.37939e-05 -0.00253316 -0.00454511 -0.013536 internal_weight=1.33085e+06 134628 4085 130543 3775 3678 1116 2562 815 2458 2434 2408 2298 1021 1277 258 1019 104 84 620 436 259 585 177 906 104 1.19622e+06 2597 1737 97 internal_count=1330849 134628 4085 130543 3775 3678 1116 2562 815 2458 2434 2408 2298 1021 1277 258 1019 104 84 620 436 259 585 177 906 104 1196221 2597 1737 97 is_linear=0 shrinkage=0.05 Tree=885 num_leaves=31 num_cat=1 split_feature=28 29 41 31 12 39 136 116 16 21 10 32 35 38 86 70 92 28 124 13 22 28 94 111 63 35 58 31 0 19 split_gain=4.36909 15.7658 11.1144 11.0686 10.7654 17.9555 10.5602 9.24357 10.621 10.3766 8.8842 8.78824 23.0315 20.7065 12.5961 10.6652 10.9333 13.293 10.49 19.1952 20.6396 11.1248 16.7628 10.7516 10.1954 16.7649 16.925 12.6369 13.9681 13.6536 threshold=1016.1499938964845 1016.0499877929689 13.84999990463257 1014.0499877929689 3.4650000333786015 13.550000190734865 0 0.41467745602130895 12.699999809265138 6.0750000476837167 14.250000000000002 7.2500000000000009 9.7500000000000018 10.250000000000002 0.83025300502777111 298.92227172851568 -0.71394777297973622 1022.2500000000001 -0.8338540494441985 3.6450001001358037 7.2950000762939462 1023.9500122070314 -0.068504635244607912 0.56731331348419201 0.68471458554267894 10.949999809265138 257.54660034179693 1019.2500000000001 132.50000000000003 13.344999790191652 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 7 6 -6 -4 -2 9 -9 -8 15 14 18 -13 -5 -17 -18 19 21 -21 -14 -23 -20 25 26 -15 -26 -29 -30 right_child=2 -3 4 11 5 -7 10 8 -10 -11 -12 12 13 24 -16 16 17 -19 23 20 -22 22 -24 -25 27 -27 -28 28 29 -31 leaf_value=2.5052314307393158e-05 -0.00039253352598200473 0.0011163578113500216 0.0023502214710065354 0.00030507506913675364 0.043757525404855134 0.0049962709724804336 5.9169761942170824e-05 0.00031431636446347961 0.0003648603683207656 -0.005198808199705798 0.030499064689502121 -0.00082969346138530664 -0.0042240579716987369 -0.00056294204812275207 -0.0028914109706444108 -0.0037613090419822757 0.0065392593884159543 -0.00079610892982192618 0.0042579538311503708 0.059918139162685048 0.0077969411344488539 0.038286666547585474 0.00095255736572047087 0.0012682556679346796 -0.00038844745592082024 -0.00014020596250603458 -0.0028109715700411434 -0.00040381951800122972 0.0024950826269362937 0.00052719054138926445 leaf_weight=688600 9038 34766 7102 52297 31 825 19327 1087 1906 3973 24 32691 1800 28643 9579 486 2055 883 4065 22 139 38 144 11556 35124 321018 11831 15667 15639 20198 leaf_count=688600 9038 34766 7102 52297 31 825 19327 1087 1906 3973 24 32691 1800 28643 9579 486 2055 883 4065 22 139 38 144 11556 35124 321018 11831 15667 15639 20198 internal_value=-5.50826e-06 7.7502e-05 -0.000104402 -0.000150825 0.000881348 0.00640001 0.000702768 -0.00144748 -0.00281622 -0.00401447 9.68727e-05 -0.000114023 -0.000179387 -7.79936e-05 -0.00129691 0.000482075 0.00318552 0.00433465 0.00159622 -0.00168421 0.0149191 -0.00303292 0.00874759 0.00204625 -0.000144361 -0.000261111 -0.00122007 0.000342826 0.00084153 0.00138596 internal_weight=1.33055e+06 723366 607188 579879 27309 856 26453 16004 6966 5060 19351 563875 508154 465884 42270 55721 3424 2938 17764 2143 161 1982 182 15621 448120 361492 40474 86628 51504 35837 internal_count=1330554 723366 607188 579879 27309 856 26453 16004 6966 5060 19351 563875 508154 465884 42270 55721 3424 2938 17764 2143 161 1982 182 15621 448120 361492 40474 86628 51504 35837 cat_boundaries=0 1 cat_threshold=2823 is_linear=0 shrinkage=0.05 Tree=886 num_leaves=31 num_cat=2 split_feature=28 31 9 109 107 122 33 11 31 52 79 13 124 136 12 3 105 39 19 32 74 33 16 136 125 67 41 31 7 126 split_gain=3.94302 14.3321 18.4566 26.5673 20.0701 20.9754 13.9978 27.9782 42.2516 13.5281 17.0941 14.3937 12.4161 14.5188 17.9679 11.9348 11.6868 22.3332 14.3844 14.8873 11.216 10.9806 11.3094 10.7083 10.5439 10.4581 10.0316 9.98942 9.86498 20.7662 threshold=1016.1499938964845 1017.6499938964845 10.050000190734865 -0.70047318935394276 -0.77505043148994435 -0.68832838535308827 10.150000095367433 9.2500000000000018 1020.5499877929689 4.4549999237060556 2.8349999189376835 1.0549999475479128 -0.49240480363368982 0 2.1950000524520878 99.000000000000014 -0.79096865653991688 12.550000190734865 14.550000190734865 11.34999990463257 0.69504642486572277 8.9499998092651385 10.405000209808351 1 -0.99961927533149708 42.375000000000007 13.84999990463257 1014.0499877929689 7.5499999523162851 -0.81408452987670887 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 -1 3 9 5 -4 7 23 21 10 -3 -12 13 14 -6 -13 17 18 19 -14 -11 -9 -23 -5 -15 -7 27 -2 -28 -30 right_child=26 2 4 6 12 25 -8 8 -10 20 11 15 16 24 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31 leaf_value=3.2359139199331206e-05 -0.0013751076237808208 0.0056771271217818543 0.002956544774579004 0.012744276935445404 0.034625286773540258 -0.0080591427883065208 0.0013607328161315219 0.0070514441098777116 0.091099606985226289 -0.0050935125733520669 0.075148745998740205 0.053453980971244167 0.046575800029261573 0.030794512902502902 0.0075655512513362186 0.016056004901474807 -0.00058350991132554385 -0.0039978355823203603 0.068622732758522029 -0.0029928777141101435 0.016692047412353819 -0.003532288311980665 0.039312403153892221 0.0019728118073273257 0.0016651452350257537 0.0013507048480704659 0.00054106529633148168 -0.00010832164755019743 0.017470640255337386 0.0023058399718306269 leaf_weight=699322 16004 73 809 264 86 1780 12475 147 20 109 20 32 28 32 214 64 4564 94 20 33 129 20 67 1546 1064 354 24890 563875 252 2167 leaf_count=699322 16004 73 809 264 86 1780 12475 147 20 109 20 32 28 32 214 64 4564 94 20 33 129 20 67 1546 1064 354 24890 563875 252 2167 internal_value=-5.23197e-06 7.36269e-05 0.0012739 0.00235281 -0.000504788 -0.00389918 0.00199179 0.00580594 0.0213458 0.0146454 0.0246324 0.0365611 0.00112352 0.00526787 0.0148284 0.028522 -9.7304e-05 0.0125829 0.0318248 0.01976 0.00671463 0.015384 0.029463 0.00362521 0.00249289 -0.00649818 -9.91795e-05 -0.000143283 0.000837324 0.00388564 internal_weight=1.33055e+06 723366 24044 14966 9078 2943 14539 2064 254 427 189 116 6135 1396 300 96 4739 175 81 61 238 234 87 1810 1096 2134 607188 579879 27309 2419 internal_count=1330554 723366 24044 14966 9078 2943 14539 2064 254 427 189 116 6135 1396 300 96 4739 175 81 61 238 234 87 1810 1096 2134 607188 579879 27309 2419 cat_boundaries=0 1 2 cat_threshold=580 6 is_linear=0 shrinkage=0.05 Tree=887 num_leaves=31 num_cat=2 split_feature=28 30 0 20 30 136 4 78 67 3 28 14 117 28 79 4 41 39 34 39 123 17 21 108 118 136 36 15 15 0 split_gain=3.58775 13.1748 20.6433 15.1533 12.2111 18.4697 19.2993 20.3157 15.8786 13.8557 17.7367 16.3618 15.0145 13.6818 12.3882 12.9283 17.0204 16.872 15.9693 11.8315 13.7268 15.2409 11.1046 14.0078 11.9137 11.7216 20.3692 14.9209 12.9648 12.9721 threshold=1015.0499877929689 1014.4500122070314 212.50000000000003 9.3949999809265154 1015.3500061035157 0 8.9499998092651385 13.335000038146974 6.305000066757203 208.50000000000003 1014.1499938964845 2.9450000524520878 -0.84335932135581959 1013.0499877929689 2.4250000715255742 7.5499999523162851 8.5500001907348651 11.34999990463257 10.050000190734865 13.050000190734865 0.737249255180359 14.550000190734865 6.2950000762939462 -0.6265563666820525 0.30069434642791754 1 10.449999809265138 1.2450000047683718 0.70499998331069957 124.50000000000001 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 22 3 4 13 9 -7 8 -8 14 11 12 -11 -3 15 -6 17 18 -17 20 -19 -22 25 24 -24 26 -1 -28 -27 -30 right_child=-2 2 -4 -5 5 6 7 -9 -10 10 -12 -13 -14 -15 -16 16 -18 19 -20 -21 21 -23 23 -25 -26 28 27 -29 29 -31 leaf_value=0.027579528733014141 -7.8501250423140936e-05 0.0050918489400351439 0.000178197060634088 -0.0018545684649611473 0.0035919978118809249 0.0035937047677509857 -0.0016645719297984014 0.0053228828711120897 -0.013933271295514285 0.05951255947528851 0.0060492826257202131 0.057593003481231413 0.014783239263818937 0.00057686264805658185 0.00053927237842703779 0.026013111544621961 0.0037426182643273184 0.025579482505839371 -0.019294097020131788 0.0085584058364818125 0.074639434367418295 0.020464656245894733 -0.00057705292628011608 0.0002648130968170576 -0.0040120779425493079 0.0082321959200926074 -0.00050415142107142165 0.00061880292422775249 0.0003461646884917927 -0.0011257359090997333 leaf_weight=67 738300 1952 75037 2574 554 6382 695 563 425 21 266 33 176 11950 760 37 212 114 41 53 37 20 12300 269836 3176 400 65512 53934 19382 65745 leaf_count=67 738300 1952 75037 2574 554 6382 695 563 425 21 266 33 176 11950 760 37 212 114 41 53 37 20 12300 269836 3176 400 65512 53934 19382 65745 internal_value=-4.96484e-06 8.67052e-05 0.000604015 0.00179337 0.00217993 0.00347674 0.00233477 -0.00242527 -0.00632011 0.00739785 0.0148413 0.0250095 0.0195513 0.00121082 0.00541865 0.00889086 0.0146021 0.0222253 0.00219778 0.0291991 0.0355966 0.0556307 -2.07991e-05 0.000180911 -0.00128199 -0.000301477 1.83595e-05 2.9013e-06 -0.000748323 -0.000790609 internal_weight=1.33055e+06 592254 101902 26865 24291 10389 8065 1683 1120 2324 496 230 197 13902 1828 1068 514 302 78 224 171 57 490352 285312 15476 205040 119513 119446 85527 85127 internal_count=1330554 592254 101902 26865 24291 10389 8065 1683 1120 2324 496 230 197 13902 1828 1068 514 302 78 224 171 57 490352 285312 15476 205040 119513 119446 85527 85127 cat_boundaries=0 1 2 cat_threshold=78 7714 is_linear=0 shrinkage=0.05 Tree=888 num_leaves=31 num_cat=2 split_feature=16 39 17 26 0 93 18 11 39 79 34 28 30 120 8 116 70 136 20 136 31 41 86 43 123 20 23 69 3 34 split_gain=3.56066 7.13062 6.02729 5.40665 7.32942 7.27457 4.99481 4.0223 3.75813 3.7018 3.41889 3.38214 12.6742 17.3859 17.0554 18.6384 16.076 17.3516 13.798 10.5122 10.4764 13.4674 22.0834 13.3894 12.3036 16.1425 9.74408 9.90211 15.9273 19.2538 threshold=22.289999961853031 16.150000572204593 22.289999961853031 307.50000000000006 88.500000000000014 0.58109033107757579 11.775000095367433 4.8500001430511483 12.84999990463257 2.7150000333786015 15.650000095367433 1016.1499938964845 1015.5499877929689 0.43049471080303198 5.8500001430511483 -0.58068084716796864 287.53660583496099 0 5.5150001049041757 1 1018.1499938964845 8.4499998092651385 0.58476999402046215 7.8500001430511483 0.93663650751113903 5.7550001144409189 9.3150000572204608 260.78161621093756 222.50000000000003 12.34999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 4 5 -2 9 -8 -9 -6 -3 12 -1 19 -15 16 17 18 -16 -14 26 22 23 24 -22 -26 27 28 -17 -30 right_child=1 10 -4 -5 6 -7 7 8 -10 -11 -12 -13 13 14 15 20 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-1.7173451143811981e-05 0.015318663479411044 -0.023127662746771943 -0.00048568441800307481 -0.0052902776314768685 0.0073802164421700265 0.053191431895608002 -0.0080658975917764983 0.025233581515827348 0.0022708243528875164 0.034452107705042832 0.0026796504056879455 -9.3382884285347415e-05 -0.00036017502349508653 0.00085957145734186094 0.035809926355917315 0.0037065730678220777 -0.0073163786634372983 0.0067908467958124157 0.01384468662649275 0.00076894227561392328 0.011158217238502122 -0.0025537786287560056 0.0039575290247809052 0.048661430003876627 0.071639276260421395 0.019976334030636485 -0.0043786661697335413 -0.0016810252110752667 0.040093326983435582 0.0054356634181559737 leaf_weight=623156 32 33 200 43 23 21 46 28 49 28 21 606827 32141 6243 144 1026 91 340 142 57450 233 260 525 37 21 54 532 645 71 92 leaf_count=623156 32 33 200 43 23 21 46 28 49 28 21 606827 32141 6243 144 1026 91 340 142 57450 233 260 525 37 21 54 532 645 71 92 internal_value=-4.7166e-06 0.00411611 0.00609315 0.0109664 0.0140458 0.0303249 0.00908726 0.00363235 0.0106209 0.0222432 -0.0130915 -6.3401e-06 6.6696e-05 0.000589088 0.00251846 0.00497667 0.0123202 0.0151747 0.0240628 0.000363914 0.00347058 0.00743115 0.0104152 0.020242 0.016828 0.034442 0.00157901 0.00330719 0.00601316 0.0205319 internal_weight=1.33055e+06 524 470 270 227 53 174 123 77 51 54 1.33003e+06 723203 100047 10456 4213 717 626 286 89591 3496 1130 870 345 308 75 2366 1834 1189 163 internal_count=1330554 524 470 270 227 53 174 123 77 51 54 1330030 723203 100047 10456 4213 717 626 286 89591 3496 1130 870 345 308 75 2366 1834 1189 163 cat_boundaries=0 1 2 cat_threshold=710 6788 is_linear=0 shrinkage=0.05 Tree=889 num_leaves=31 num_cat=0 split_feature=28 29 21 108 110 37 80 13 79 67 64 36 1 96 102 131 36 37 39 31 17 53 15 123 32 31 91 83 105 8 split_gain=3.1535 12.6933 11.7237 15.0095 13.8825 21.2522 14.2287 11.4497 13.6478 11.0842 16.5501 22.1849 15.2906 15.0145 14.1081 13.4199 11.4178 12.0166 10.9273 10.8882 23.9076 10.4755 10.4493 12.9168 10.926 12.0642 10.2652 15.6647 14.3354 12.5473 threshold=1014.8500061035157 1014.3500061035157 5.9949998855590829 -0.6265563666820525 -0.29704783856868738 9.3499999046325701 300.77542114257818 1.8949999809265139 33.614999771118171 1.9049999713897707 8.6649999618530291 9.9499998092651385 152.50000000000003 -0.91465407609939564 0.088835097849369063 156.50000000000003 13.150000095367433 13.84999990463257 18.44999980926514 1016.9500122070314 8.0099999904632586 4.0650000572204599 1.2450000047683718 0.56638467311859142 14.750000000000002 1017.6499938964845 -0.75207716226577748 198.28699493408206 -0.6728622019290923 5.9500000476837167 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 -1 9 22 -9 -7 11 13 -12 -11 -14 16 -13 -18 19 20 -2 -17 -6 24 25 -24 27 -22 -29 -30 right_child=18 -3 3 -5 7 6 -8 8 -10 10 12 15 14 -15 -16 21 17 -19 -20 -21 26 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=-0.016966087075667709 0.00064820339569329147 0.00072023458517422607 -0.0012393820346369433 0.00024684368714198503 -0.00063255979008928034 -0.00039066287963757953 0.036538478252477948 -0.0015104079972036327 0.0020814307011118682 0.013294780785765717 -0.0082756540764669217 0.0011951147905152194 0.010112312106677806 0.063237135791806162 -0.0043830712143995299 0.028089674006033447 0.015764475635572685 0.0048088558002984914 0.00097944819324597299 2.8752036417873368e-05 0.0027858779113113896 0.0017024235898259515 -0.00049293331325586524 0.003797742478084998 0.0010787338907971029 0.012900733811361993 -0.00036970834889351543 -0.00097378483992988519 -0.00073657155557531589 -0.0045132252393434592 leaf_weight=148 45766 69020 17952 316266 66856 2836 30 33410 2872 34 481 1530 362 27 313 107 332 1017 23982 497081 2440 58 32602 2518 19178 169 131962 51820 3518 5867 leaf_count=148 45766 69020 17952 316266 66856 2836 30 33410 2872 34 481 1530 362 27 313 107 332 1017 23982 497081 2440 58 32602 2518 19178 169 131962 51820 3518 5867 internal_value=-4.47806e-06 8.46947e-05 -3.19375e-06 0.000167013 -0.00034821 0.00178723 0.00217667 -0.000446781 -0.00122609 0.00203141 0.00364348 0.00554483 -0.00146352 0.0354004 0.00339075 0.00494654 0.00415177 0.00750512 -7.09239e-05 -0.000105036 -0.000380557 0.0188142 -0.000213728 0.000300371 0.000130851 -0.000423862 -0.000621255 -0.00114281 -0.00129943 -0.00309753 internal_weight=1.33055e+06 568118 499098 334218 164880 7275 7127 157605 36282 7097 4261 3105 1156 61 675 3044 2879 1349 762436 738454 241373 165 121323 54467 51949 32771 195607 63645 61205 9385 internal_count=1330554 568118 499098 334218 164880 7275 7127 157605 36282 7097 4261 3105 1156 61 675 3044 2879 1349 762436 738454 241373 165 121323 54467 51949 32771 195607 63645 61205 9385 is_linear=0 shrinkage=0.05 Tree=890 num_leaves=31 num_cat=3 split_feature=40 55 8 136 122 43 40 23 109 40 43 126 14 28 24 40 7 3 30 136 31 125 73 136 37 43 99 31 28 5 split_gain=3.34012 9.54029 8.33421 31.4359 14.023 11.6476 16.6597 12.4451 10.5801 10.4318 15.2931 12.0415 14.2662 18.2531 19.3887 21.9792 10.3153 10.2695 17.8333 9.04168 9.68367 11.1902 8.13208 11.0833 10.4676 9.57482 9.07486 8.96467 11.804 10.4317 threshold=9.5500001907348651 110.27499771118165 12.050000190734865 0 0.94260558485984813 13.150000095367433 12.650000095367433 6.4249999523162851 -0.89958572387695301 11.449999809265138 11.449999809265138 -0.98321744799613942 1.5950000286102297 1015.0499877929689 274.50000000000006 10.650000095367433 16.150000572204593 312.50000000000006 1011.6499938964845 1 1005.9500122070314 -0.88697704672813404 0.69757273793220531 2 10.750000000000002 7.1499998569488534 -0.78106075525283802 1014.8500061035157 1016.3500061035157 13.750000000000002 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 left_child=-1 2 -2 16 5 9 7 17 -8 10 11 12 -5 -14 15 -15 -4 -7 -19 -12 -21 -22 23 25 26 -13 -24 28 -25 -29 right_child=1 -3 3 4 -6 6 8 -9 -10 -11 19 22 13 14 -16 -17 -18 18 -20 20 21 -23 24 27 -26 -27 -28 29 -30 -31 leaf_value=-4.9104585276311942e-05 0.00021111141876674783 -0.0086520781025477365 0.0016805451866452042 -0.024618059013571059 -0.012995484140714431 0.0072208532690646631 0.031890054373070596 -0.00034726208788099429 -0.0007679170439803773 -0.0035113234100372461 -0.00046080643124383406 0.01981115507114737 0.0021467665117390253 0.074933668400251105 0.00662441450270412 0.0086834956359650422 0.028497535487016043 0.059494184927436813 0.015973850834555926 -0.016543603932950648 0.038576872583382348 0.0069576124110655837 0.035999226116615796 -6.3024929323918314e-05 -0.01091995096206877 0.00021506057016566849 -0.0044309888301151141 -0.0045823842984707326 -0.026889503413500888 -0.019260563793973486 leaf_weight=973723 326135 309 9170 35 272 213 25 238 3101 7544 844 64 298 31 61 21 36 29 125 42 29 797 23 1732 467 2396 35 2582 42 127 leaf_count=973723 326135 309 9170 35 272 213 25 238 3101 7544 844 64 298 31 61 21 36 29 125 42 29 797 23 1732 467 2396 35 2582 42 127 internal_value=-1.14839e-06 0.000129718 0.000137329 -0.000654763 -0.00171494 -0.00156896 0.000963119 0.00855778 -0.000506737 -0.00211917 -0.00102813 -0.00195506 0.00602576 0.00863534 0.0257468 0.0481788 0.00178348 0.0143327 0.0241692 0.00325677 0.00679854 0.00806773 -0.00243169 -0.00197798 -0.00843185 0.000721943 0.0116017 -0.00345344 -0.00069815 -0.00527051 internal_weight=1.33055e+06 356823 356514 30379 21173 20901 3731 605 3126 17170 9626 7914 446 411 113 52 9206 367 154 1712 868 826 7468 6943 525 2460 58 4483 1774 2709 internal_count=1330546 356823 356514 30379 21173 20901 3731 605 3126 17170 9626 7914 446 411 113 52 9206 367 154 1712 868 826 7468 6943 525 2460 58 4483 1774 2709 cat_boundaries=0 1 2 3 cat_threshold=5283 2580 260 is_linear=0 shrinkage=0.05 Tree=891 num_leaves=31 num_cat=2 split_feature=60 17 16 38 73 10 19 124 95 96 22 88 110 136 15 78 14 52 16 1 96 136 38 64 15 18 30 20 36 22 split_gain=3.63947 10.5313 12.8374 10.867 10.0319 8.99983 8.38206 9.14278 10.6669 8.36897 9.33821 12.8168 9.92747 8.55858 8.70985 8.20418 10.8754 8.18023 11.1776 9.33971 8.68046 8.11733 7.96189 8.57561 8.67506 8.47104 8.72186 21.5834 18.463 12.5195 threshold=0.65715083479881298 15.405000209808351 14.550000190734865 17.250000000000004 0.84433174133300792 1.1500000357627871 13.344999790191652 0.59480014443397533 -0.14866111427545545 -0.9783639907836913 8.6649999618530291 -0.98493611812591542 0.0094106988981366175 0 1.325000047683716 6.1150000095367441 4.8450000286102304 11.015000343322756 13.344999790191652 164.50000000000003 -0.65248915553092945 1 13.150000095367433 60.534999847412116 2.1650000810623173 13.344999790191652 1019.8500061035157 9.9549999237060565 13.449999809265138 9.0850000381469744 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=17 4 -3 6 -2 -5 7 15 -9 -6 -11 -12 13 14 -13 -4 -17 -1 19 20 -19 -20 23 -14 -25 26 -24 -28 -29 -30 right_child=1 2 3 5 9 -7 -8 8 -10 10 11 12 22 -15 -16 16 -18 18 21 -21 -22 -23 25 24 -26 -27 27 28 29 -31 leaf_value=1.7716130516517183e-06 -0.00075257483665075009 0.0033723477352756871 -0.00010856157208644067 0.017207581294469424 0.0010198923499518345 0.0034084595770312539 0.00053392523621578454 0.0060627167979366865 -0.00077340341413219 0.00023034777688865605 -0.0048172873021965984 0.02272676407918334 0.0013903754826081916 -0.0013036508256280691 -0.0070905108080813175 -0.0050839025839815007 0.0057908592405263339 0.0034202755362704646 0.0010681020840473182 0.00074253671967058346 -0.00119193929097477 -0.00055484344681658044 -0.00089316161280514708 -0.026606133421631279 -0.0020941714653056418 -0.0024415547562372996 0.00079524297393162517 0.043412391572280537 0.047126525342464448 0.0049618629469676025 leaf_weight=1061259 83923 3640 2006 133 16762 1059 26032 741 2482 41845 2009 25 8524 2421 1204 2860 250 7041 11604 19420 1193 22878 2821 37 1477 5820 858 55 20 147 leaf_count=1061259 83923 3640 2006 133 16762 1059 26032 741 2482 41845 2009 25 8524 2421 1204 2860 250 7041 11604 19420 1193 22878 2821 37 1477 5820 858 55 20 147 internal_value=-1.09115e-06 -0.000193665 0.000544232 0.000254764 -0.000365907 0.00494813 9.19963e-05 -0.00128758 0.000798289 2.02908e-05 -0.000228811 -0.000984712 -0.000655794 -0.0030515 -0.00643164 -0.00260165 -0.00420973 3.44189e-05 0.000592023 0.00134086 0.00275203 -8.53544e-06 -0.000213244 0.000774461 -0.00269321 -0.00123316 0.000569678 0.00439067 0.0182865 0.0100115 internal_weight=1.33055e+06 207151 39203 35563 167948 1192 34371 8339 3223 84025 67263 25418 23409 3650 1229 5116 3110 1.1234e+06 62136 27654 8234 34482 19759 10038 1514 9721 3901 1080 222 167 internal_count=1330546 207151 39203 35563 167948 1192 34371 8339 3223 84025 67263 25418 23409 3650 1229 5116 3110 1123395 62136 27654 8234 34482 19759 10038 1514 9721 3901 1080 222 167 cat_boundaries=0 1 2 cat_threshold=275 5138 is_linear=0 shrinkage=0.05 Tree=892 num_leaves=31 num_cat=0 split_feature=96 76 32 78 60 27 38 127 32 38 86 84 31 60 35 81 36 74 7 130 108 60 28 30 28 37 72 9 0 15 split_gain=3.36446 7.64058 10.3933 10.1166 8.48161 8.46082 6.04806 6.64143 6.01905 6.70728 5.78772 5.4755 6.84419 6.10659 5.13141 7.31129 7.16327 8.92654 12.1916 7.93149 6.84179 13.3487 14.3246 11.6472 10.415 8.13157 8.0379 8.03469 7.53831 7.18588 threshold=-0.9956085979938506 26.835000038146976 8.7500000000000018 47.30999946594239 0.86474883556365978 281.50000000000006 11.050000190734865 -0.99961927533149708 12.650000095367433 12.250000000000002 0.70564687252044689 0.76267173886299144 1015.0499877929689 0.75405153632164013 16.550000190734867 264.52885437011724 12.150000095367433 0.75833696126937877 3.6499999761581425 194.50000000000003 -0.33219213783740992 0.61022526025772106 1010.1499938964845 1009.4500122070314 1023.0499877929689 13.84999990463257 0.77872636914253246 7.1499998569488534 95.500000000000014 4.4849998950958261 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 3 10 6 8 11 -8 9 -6 -3 -4 -13 -14 15 16 -1 -18 -19 20 21 22 23 26 27 29 -20 -24 -27 -23 right_child=-2 2 4 -5 5 -7 7 -9 -10 -11 -12 12 13 -15 -16 -17 17 18 19 -21 -22 25 24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.0013053117775650414 1.7061955193408448e-05 -0.00029211131945014636 -0.0079678507563482343 0.01406240627547959 0.010090129112359137 -0.011601732299895959 -0.022734709777351883 -0.0033279304986851611 -0.0013182882286076035 0.036706142495499881 -0.019962520621808585 0.011903428689970132 -0.0040142216409619251 0.019137819371341416 0.0010827700155687603 -0.00081084295089991489 -0.00025588064522437626 -1.6746839086055482e-05 0.0045473155956114496 0.017917773115510897 0.0013943304929707498 -0.000313981432205613 -0.00090640901147708063 0.066009293320821602 0.043400402917038831 -0.006775473408763194 0.042652541890740393 0.014842306184809565 0.010505352395937738 0.013706773863920925 leaf_weight=4758 1264997 47 106 32 56 40 45 2169 42 41 183 187 208 33 6666 35882 7787 3378 31 101 1723 960 160 20 21 72 25 164 511 101 leaf_count=4758 1264997 47 106 32 56 40 45 2169 42 41 183 187 208 33 6666 35882 7787 3378 31 101 1723 960 160 20 21 72 25 164 511 101 internal_value=-1.03689e-06 -0.000350317 -0.00273745 -0.0122781 -0.00188344 0.00866236 -0.00257038 -0.00372238 0.0144937 0.0213402 -0.0159429 0.00220588 0.00472554 -0.000844025 -0.000228243 -0.000385158 0.000385811 0.000920311 0.00218067 0.00408935 0.00372064 0.00566167 0.0136057 0.0332561 0.00927687 0.00362735 0.0215586 0.00706516 0.00837119 0.0010207 internal_weight=1.33055e+06 65549 3189 262 2927 179 2748 2214 139 97 230 534 428 241 62360 55694 19812 15054 7267 3889 3788 2065 421 76 345 1644 56 324 583 1061 internal_count=1330546 65549 3189 262 2927 179 2748 2214 139 97 230 534 428 241 62360 55694 19812 15054 7267 3889 3788 2065 421 76 345 1644 56 324 583 1061 is_linear=0 shrinkage=0.05 Tree=893 num_leaves=31 num_cat=1 split_feature=16 60 63 32 11 92 36 7 136 30 35 87 79 5 12 110 32 72 52 60 104 57 41 17 132 39 7 39 12 6 split_gain=3.302 3.24403 8.31916 10.3668 9.55846 8.93966 8.55234 9.16384 8.48567 7.88635 11.0448 10.1813 13.4237 11.3356 10.8265 14.3415 10.569 9.7124 9.67723 9.20895 11.6994 9.1224 9.11313 9.42076 14.0156 10.8439 16.706 12.5696 11.0336 11.3914 threshold=3.6349999904632573 0.79575085639953624 0.78921109437942516 13.949999809265138 1.5500000119209292 0.64053535461425792 16.550000190734867 4.4500000476837167 0 1011.8500061035157 8.5500001907348651 0.85632792115211498 45.725000381469734 7.0499999523162851 1.3750000000000002 0.67900589108467113 9.2500000000000018 0.877575844526291 10.635000228881838 0.4901732355356217 -0.69655668735504139 289.51162719726568 5.9500000476837167 14.550000190734865 1018.8500061035157 10.250000000000002 10.250000000000002 11.150000095367433 3.1350001096725468 10.84999990463257 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 6 5 -5 9 -8 -6 10 -4 12 13 14 15 17 -13 21 19 -11 -21 -12 23 24 25 26 -15 28 -27 -30 right_child=1 -3 3 4 8 -7 7 -9 -10 18 11 16 -14 22 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=0.0033841396477621191 -6.1585338738534907e-06 -0.00029869943033697345 -0.004731261209984669 0.0014299635593682625 -0.0043359978467800847 0.01216164634157324 0.048224719911813735 0.00093398004592884151 -0.00047664147115721159 0.0026600215966210775 0.0022963601506951763 0.03389606645020346 -0.011009212130596652 -0.014457637861410313 0.00077724277519640363 0.045672587526065338 -0.0019813135654510659 0.038819680634238157 0.0016334926997633584 -0.00022916259034093907 -0.0050922746669843895 0.035869212448596956 -0.015540389027219357 0.0016717676703689344 -0.00028776654194121305 0.011845939841424657 0.025940098925619517 0.011410337960755662 0.055470340605296022 0.022724479583870454 leaf_weight=720 1201999 86605 439 1161 1755 233 20 21 7422 2064 252 21 133 83 1632 27 912 23 14275 7324 1488 22 41 423 268 86 37 949 44 67 leaf_count=720 1201999 86605 439 1161 1755 233 20 21 7422 2064 252 21 133 83 1632 27 912 23 14275 7324 1488 22 41 423 268 86 37 949 44 67 internal_value=-9.85043e-07 -2.81783e-06 1.77938e-05 0.000716224 -0.000633959 0.00322371 0.00118188 0.0240026 -0.00121995 0.00115131 0.00287396 0.00353904 0.00461491 0.00514045 0.0024347 0.0107834 -0.00117378 0.00761164 0.000777412 -0.000346212 -0.00105035 0.00499199 0.00778933 0.0082781 0.0100998 0.0122987 -0.00200167 0.0137962 0.0252893 0.0357048 internal_weight=1.33055e+06 1.32983e+06 1.24322e+06 41222 10571 1394 30651 41 9177 30610 5459 5020 4087 3954 1956 324 933 297 25151 10876 8812 274 1998 1957 1534 1266 120 1146 197 111 internal_count=1330546 1329826 1243221 41222 10571 1394 30651 41 9177 30610 5459 5020 4087 3954 1956 324 933 297 25151 10876 8812 274 1998 1957 1534 1266 120 1146 197 111 cat_boundaries=0 1 cat_threshold=406 is_linear=0 shrinkage=0.05 Tree=894 num_leaves=31 num_cat=2 split_feature=19 11 136 111 16 33 80 31 59 136 16 125 4 133 15 94 19 20 36 30 30 120 123 12 64 65 2 33 33 28 split_gain=3.23355 10.3749 13.0703 10.7436 10.5024 6.14819 5.98774 6.60627 8.72857 7.04628 5.1605 4.87518 5.61932 5.54756 4.74623 4.41553 4.39449 4.35445 4.14483 4.06604 4.44926 6.05597 4.02834 3.91403 3.62661 5.68448 3.9259 4.42653 3.67906 3.55824 threshold=20.524999618530277 10.650000095367433 0 -0.18566925078630445 20.524999618530277 14.650000095367433 299.24633789062506 1026.4500122070315 264.76322937011724 1 18.219999313354496 -0.58068084716796864 3.9500000476837163 1019.5499877929689 1.8849999904632571 0.21397279947996142 19.524999618530277 11.465000152587892 12.250000000000002 1024.1499633789065 1022.8500061035157 -0.21643137186765668 0.33379416167736059 2.1149998903274541 4.8450000286102304 2.2849999666213994 337.50000000000006 13.34999990463257 15.750000000000002 1019.1499938964845 decision_type=2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 3 5 10 6 15 7 9 14 -5 -2 12 -6 17 -9 -3 29 -13 -12 20 -11 -22 -21 -19 25 -8 28 -28 -26 -1 right_child=1 2 -4 4 11 -7 24 8 -10 19 18 13 -14 -15 -16 -17 -18 23 -20 22 21 -23 -24 -25 26 -27 27 -29 -30 -31 leaf_value=4.0460356692383104e-05 -5.0409502821425221e-05 -0.0029123944928869609 1.9957712154285774e-05 -0.00077759901455019473 -0.0029397093558731352 0.03996194641177471 0.0064173475690040508 0.0043756599361832078 -0.012487519311252982 0.0050517280477050232 -0.026162413640015921 -0.0042768472828030746 0.023081740632187576 0.017270687569786485 0.025755018345883181 0.017270006349252402 -0.012189977119890722 0.0031573849139801624 -0.008802053594604866 0.0036227147035921615 0.004674477576829341 0.030717603171743997 -0.014811095041317904 -0.017296859430490245 -0.0011530922425987378 -0.0073740673291176357 0.0017981947225052864 0.022263526023469038 0.016863224947204193 -0.00015239173287614089 leaf_weight=1012135 156 32 256 806 59 26 96 37 26 1331 41 374 32 24 87 177 74 28 213 75 49 41 49 142 511 337 64 45 30 313193 leaf_count=1012135 156 32 256 806 59 26 96 37 26 1331 41 374 32 24 87 177 74 28 213 75 49 41 49 142 511 337 64 45 30 313193 internal_value=-9.37599e-07 0.00125024 0.00816276 0.000520805 0.00126766 0.0163372 0.00233434 0.0036792 0.0138527 0.0030301 -0.0072082 -0.00453356 0.00621069 -0.00625491 0.0193757 0.0141799 -5.79352e-06 -0.00729281 -0.0116043 0.00498925 0.00577925 0.0165386 -0.00366161 -0.0139279 -0.000771362 -0.00431639 0.00159017 0.0102472 -0.000154036 -5.11321e-06 internal_weight=1.33055e+06 5144 491 4653 4243 235 3584 2501 150 2351 410 659 91 568 124 209 1.3254e+06 544 254 1545 1421 90 124 170 1083 433 650 109 541 1.32533e+06 internal_count=1330546 5144 491 4653 4243 235 3584 2501 150 2351 410 659 91 568 124 209 1325402 544 254 1545 1421 90 124 170 1083 433 650 109 541 1325328 cat_boundaries=0 1 2 cat_threshold=846 100 is_linear=0 shrinkage=0.05 Tree=895 num_leaves=31 num_cat=1 split_feature=52 72 22 31 39 31 9 112 79 10 73 79 23 22 4 80 79 106 111 78 12 111 30 78 11 93 96 37 136 10 split_gain=4.29182 6.08244 4.85629 5.42702 4.85674 7.18103 6.24212 4.79814 4.93687 4.49777 5.06374 4.45427 4.23695 5.51477 4.63108 4.23006 5.6468 5.44884 4.96972 4.70119 5.82299 5.87825 5.00529 6.49037 11.8809 7.38909 7.12243 6.17583 5.79747 5.77926 threshold=122.03499984741212 0.91740557551383983 12.50500011444092 1020.8500061035157 13.449999809265138 1022.0499877929689 4.5499999523162851 -0.99961927533149708 35.975000381469734 19.750000000000004 0.74664708971977245 2.8950001001358037 8.0050001144409197 9.2049999237060565 10.250000000000002 202.96502685546878 6.6150000095367441 1.0000000180025095e-35 -0.90038016438484181 9.6449999809265154 5.305000066757203 0.62640705704689037 1017.8500061035157 35.504999160766609 8.3499999046325701 0.62381944060325634 -0.99884578585624684 10.650000095367433 0 2.5499999523162846 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=-1 7 3 -3 5 6 -5 8 -2 11 -11 12 -9 -14 -15 16 -13 19 -18 -17 21 22 23 27 -25 26 -26 -21 -29 -30 right_child=1 2 -4 4 -6 -7 -8 9 -10 10 -12 15 13 14 -16 17 18 -19 -20 20 -22 -23 -24 24 25 -27 -28 28 29 -31 leaf_value=-1.4677046262402716e-05 -0.00209529993868128 -0.0041065153881462051 -0.014601784548869567 0.03700993735165823 0.01492246816878354 -0.0054859622853798921 0.0025284076535276004 -0.0076037863824278754 -0.019602220084955348 0.032961035311399475 0.0063792382105497926 0.020902813695526372 0.028883111017445725 0.0049172446258474896 0.029192316638571875 -0.00075248487664094472 7.4520623188857978e-05 0.022006836114451291 -0.0092112269601317114 -0.01029998480392221 -0.000444647999934088 -0.00047641048383790781 0.0055485955732674326 0.040285366800214564 0.031405740957707172 0.034829871891997759 3.6657108560719189e-05 -0.0041164927058212081 -0.011069160535007014 0.0037325415838238883 leaf_weight=1318596 226 690 79 21 76 152 35 47 49 21 122 24 30 305 21 2080 342 32 249 112 1872 1084 1901 28 20 20 190 335 69 1490 leaf_count=1318596 226 690 79 21 76 152 35 47 49 21 122 24 30 305 21 2080 342 32 249 112 1872 1084 1901 28 20 20 190 335 69 1490 internal_value=-6.20949e-06 0.000946297 -0.0026791 -0.00171207 0.00410544 0.000153061 0.015459 0.00130411 -0.00521471 0.00147659 0.0102829 0.00135374 0.00650599 0.0083688 0.00648098 0.0011429 -0.00287226 0.00141034 -0.00383775 0.00133871 0.00194954 0.0028034 0.00365702 0.00206873 0.00953359 0.0057899 0.00302419 0.00110864 0.00178328 0.00305782 internal_weight=1.33032e+06 11722 1053 974 284 208 56 10669 275 10394 143 10251 403 356 326 9848 615 9233 591 9201 7121 5249 4165 2264 258 230 210 2006 1894 1559 internal_count=1330318 11722 1053 974 284 208 56 10669 275 10394 143 10251 403 356 326 9848 615 9233 591 9201 7121 5249 4165 2264 258 230 210 2006 1894 1559 cat_boundaries=0 1 cat_threshold=70 is_linear=0 shrinkage=0.05 Tree=896 num_leaves=31 num_cat=1 split_feature=38 108 136 14 52 32 42 22 55 31 73 12 31 104 23 0 27 66 21 79 127 9 53 95 124 35 33 31 86 35 split_gain=4.40575 9.17257 23.9733 14.793 12.8077 12.6164 16.891 11.2348 12.4995 12.2116 18.7069 12.0561 13.3817 11.4091 11.3633 11.0701 11.0244 10.7783 15.196 20.4844 10.6176 10.2406 11.0927 10.2189 12.6868 15.2677 19.3965 14.3499 11.8912 15.4165 threshold=12.84999990463257 -0.16338746249675748 0 3.995000004768372 24.085000038146976 11.449999809265138 8.3499999046325701 4.4249999523162851 4.3350000381469735 1004.7500000000001 0.72840106487274181 1.4049999713897707 1017.7500000000001 -0.59825739264488209 7.4849998950958261 210.50000000000003 296.50000000000006 12.734999656677248 5.6749999523162851 11.375000000000002 -0.62249094247817982 8.3499999046325701 3.1450001001358037 1.0000000180025095e-35 0.62249094247818004 9.9499998092651385 10.250000000000002 1008.6499938964845 0.8309825360774995 12.150000095367433 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -4 15 6 -1 16 9 10 13 12 -10 -9 -12 -5 -7 -13 19 -19 -6 -8 -23 24 -3 27 -27 -26 -25 -30 right_child=-2 23 3 4 20 7 21 8 11 -11 14 17 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 28 25 26 -28 -29 29 -31 leaf_value=-0.0006477978958489717 -7.7572907187194677e-05 1.2424731379729317e-05 -0.0036038218657646996 0.012521086507004456 -0.0046351614709710699 0.009259375788370848 -0.0035454944791060618 0.048029998982982602 0.013999986422976765 -0.001672114486805514 -0.0022137073671112907 -0.0015244817855513536 -0.00029177573282697763 0.014083896684314824 0.029081634694011885 0.054768652003258471 0.048998794006183746 0.0056889650507359465 0.0022063032469470485 0.063114418209685635 0.0098074181906128849 0.0095850064693128369 -0.021140003541195593 0.00019398633640429824 0.013262219016519467 0.0048571603167380144 0.0012149698783497783 -0.0011344668967166137 -0.00095516051826038939 0.00070545924600039591 leaf_weight=16601 820962 42971 7686 69 300 137 330 34 414 5260 310 2270 271 91 32 20 20 44 7024 24 221 34 216 302798 177 4046 37867 7830 53318 18941 leaf_count=16601 820962 42971 7686 69 300 137 330 34 414 5260 310 2270 271 91 32 20 20 44 7024 24 221 34 216 302798 177 4046 37867 7830 53318 18941 internal_value=-5.90056e-06 0.000109618 -0.000603664 -0.00300539 0.0044856 -1.01947e-06 -0.000940833 0.00101253 0.000880067 -0.000984164 0.00676449 0.00194272 0.00834587 0.0233172 0.000714512 0.0220149 0.0143217 0.00147421 0.00243403 0.0259568 0.00149115 -0.00932821 -0.0169614 0.000172736 0.000642234 0.00118437 0.00156656 -0.000816219 5.64542e-05 -0.000519868 internal_weight=1.33032e+06 509356 41408 8296 610 33112 17181 15931 15774 5727 467 10047 685 125 342 89 157 9362 7092 68 521 580 250 467948 92891 49920 41913 8007 375057 72259 internal_count=1330318 509356 41408 8296 610 33112 17181 15931 15774 5727 467 10047 685 125 342 89 157 9362 7092 68 521 580 250 467948 92891 49920 41913 8007 375057 72259 cat_boundaries=0 1 cat_threshold=2516 is_linear=0 shrinkage=0.05 Tree=897 num_leaves=31 num_cat=2 split_feature=52 12 67 31 39 20 38 68 39 27 28 79 76 127 136 28 33 81 35 76 120 28 79 0 5 36 39 83 136 39 split_gain=3.98421 9.4481 7.90536 8.76549 10.7337 8.40306 10.1499 10.7784 7.86432 11.9701 15.3879 7.86027 7.71158 7.29257 7.70661 9.44003 10.1402 9.18664 7.80058 7.47172 7.16987 7.13734 7.04822 6.81519 11.473 8.05037 7.7244 7.29403 7.89692 15.6993 threshold=79.409999847412124 3.435000061988831 31.064999580383304 1025.6499633789065 9.4499998092651385 11.605000019073488 14.150000095367433 262.60160827636724 11.449999809265138 245.50000000000003 997.54998779296886 22.355000495910648 28.045000076293949 -1.0000000180025095e-35 0 1006.8500061035157 12.84999990463257 311.36117553710943 9.1500000953674334 10.355000019073488 -0.87878364324569691 1023.1499938964845 12.434999942779543 59.500000000000007 1.0500000119209292 13.250000000000002 17.750000000000004 230.19242095947268 1 13.949999809265138 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=-1 11 13 8 -5 6 7 -6 9 10 12 -2 -4 14 18 16 -16 -17 -3 -20 -11 23 -9 25 -25 -10 27 -26 -29 -30 right_child=1 2 3 4 5 -7 -8 22 21 20 -12 -13 -14 -15 15 17 -18 -19 19 -21 -22 -23 -24 24 26 -27 -28 28 29 -31 leaf_value=-1.8290489961091463e-05 0.0020258440504215855 -0.0085840252396153158 0.053691904481662361 -0.015353626719322697 0.027358425278992706 -0.0056567091823149576 0.028470835530509553 -0.004103114151305729 0.0024436401861632788 -0.011929302696534749 0.0017083030015386939 0.010870709595760811 0.015480430739661377 -0.00011911972033011922 0.025704139586951998 -0.0087832400372744417 -0.0075029874487998003 0.022538323807142057 -0.0055080546246158305 0.0032876233031348019 -0.0023853304279919333 -0.0027677978690157199 0.008083116901847957 0.018978833437312478 -0.00066755172213835048 -0.0032378786354798558 -0.016749751265160741 0.0065766397509514898 -0.00074981949477175068 0.0055667169351690604 leaf_weight=1302330 5175 271 23 58 60 117 60 155 1128 221 202 264 31 6134 45 953 47 24 336 858 1796 1072 506 102 1648 1394 54 1265 2227 1762 leaf_count=1302330 5175 271 23 58 60 117 60 155 1128 221 202 264 31 6134 45 953 47 24 336 858 1796 1072 506 102 1648 1394 54 1265 2227 1762 internal_value=-5.60554e-06 0.000584647 0.000133465 0.000873268 0.00549318 0.00683964 0.00871169 0.00706738 0.000531555 -0.00213838 0.00804642 0.00245516 0.0317557 -0.00105126 -0.00330768 -0.00651109 0.00873963 -0.00801383 -0.000919455 0.000812458 -0.00343105 0.00110129 0.00522553 0.00153424 0.00233142 -0.000696739 0.00208731 0.00223469 0.00314502 0.00203519 internal_weight=1.33032e+06 27988 22549 13881 956 898 781 721 12925 2273 256 5439 54 8668 2534 1069 92 977 1465 1194 2017 10652 661 9580 7058 2522 6956 6902 5254 3989 internal_count=1330318 27988 22549 13881 956 898 781 721 12925 2273 256 5439 54 8668 2534 1069 92 977 1465 1194 2017 10652 661 9580 7058 2522 6956 6902 5254 3989 cat_boundaries=0 1 2 cat_threshold=5270 148 is_linear=0 shrinkage=0.05 Tree=898 num_leaves=31 num_cat=0 split_feature=38 32 39 109 107 135 128 65 27 39 15 124 21 25 26 43 111 127 33 84 121 67 21 31 68 14 116 20 15 3 split_gain=3.96714 9.2168 10.5274 16.2199 12.8795 12.228 10.6681 9.76312 9.1041 8.93526 13.9275 18.2338 19.7412 19.3583 12.6655 12.3977 11.3954 9.89109 8.9163 10.9055 8.61678 10.1062 13.9304 26.4611 15.0708 13.6619 12.6263 12.9599 12.0305 8.76424 threshold=12.84999990463257 14.34999990463257 12.250000000000002 -0.62486237287521351 -0.92883729934692372 1028.5999755859377 286.50000000000006 11.47499990463257 285.50000000000006 12.949999809265138 3.9050000905990605 -0.60873827338218678 7.4749999046325692 235.50000000000003 273.50000000000006 13.050000190734865 -0.18566925078630445 -0.92384436726570118 13.34999990463257 0.67849090695381176 -0.9099266231060027 19.224999427795414 6.9149999618530282 1015.1499938964845 298.24165344238287 3.4050000905990605 -0.061046212911605828 7.7550001144409189 3.935000061988831 198.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 7 20 -7 -4 -3 10 16 12 -12 17 -13 -15 -2 -14 19 -9 21 25 23 -23 -25 -5 29 28 -28 -27 right_child=9 8 3 5 -6 6 -8 18 -10 -11 11 14 13 15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31 leaf_value=-7.9551516546298188e-06 -0.0040780901427092805 0.00047598952542372928 -0.0015909712775581371 0.0020191133696575866 -0.0033216720719163417 0.053909620979102325 0.0049165155813097952 0.035347472966338195 -0.0037183231265749588 -3.5943972874248743e-05 -0.024161857420480565 -0.014834676041909451 0.067856194823980337 0.0079967226631417389 0.0018355206664921915 0.038439343036669828 -0.00075141032140877122 0.023055286875127683 0.031416798966268131 0.003993415289047131 0.00050119075225677065 0.0032814353389004551 0.0047724472684604205 0.024731051975062916 0.084633449074767886 -0.0036065052270714661 -0.010738011946280797 -0.0061953367656037081 -0.063245140798389915 0.033399075921624902 leaf_weight=374918 2774 2222 509 8006 4394 20 25 30 3097 780843 38 131 22 471 875 36 35744 28 39 367 114101 62 958 21 21 32 24 458 20 32 leaf_count=374918 2774 2222 509 8006 4394 20 25 30 3097 780843 38 131 22 471 875 36 35744 28 39 367 114101 62 958 21 21 32 24 458 20 32 internal_value=-5.32279e-06 0.000104295 0.000126144 0.000515524 -0.0021828 0.000631911 0.0266912 0.00311265 -0.00196616 -7.3334e-05 -0.000801062 0.00376842 0.0107067 0.0130856 -0.00033525 0.0101583 -0.000990992 0.0427677 0.00860381 0.00636274 0.000622433 0.00205838 0.00665924 0.0240395 0.0546823 0.00148837 -0.00601893 -0.00868542 -0.0346049 0.0148963 internal_weight=1.33032e+06 509356 504037 129119 5339 123780 45 945 5319 820962 40119 1601 595 557 1006 507 38518 50 436 397 123735 9634 1062 104 42 8572 566 502 44 64 internal_count=1330318 509356 504037 129119 5339 123780 45 945 5319 820962 40119 1601 595 557 1006 507 38518 50 436 397 123735 9634 1062 104 42 8572 566 502 44 64 is_linear=0 shrinkage=0.05 Tree=899 num_leaves=31 num_cat=0 split_feature=38 36 108 94 7 20 114 35 111 29 66 12 95 79 124 35 33 31 86 35 43 127 34 56 30 13 36 7 26 116 split_gain=3.62351 8.97402 8.66233 14.0912 13.1301 13.755 13.7203 12.7844 11.2954 10.7784 13.2648 10.7374 9.61922 13.1531 12.779 15.657 18.1506 15.6588 11.2377 11.2899 12.9529 15.427 12.4342 12.7774 12.1731 10.6996 16.1662 12.6107 10.6899 10.5415 threshold=12.750000000000002 12.650000095367433 -0.14352425932884214 -0.9383718967437743 3.2500000000000004 5.6949999332427987 0.9238443672657014 6.5499999523162851 -0.97609320282936085 1005.3500061035157 15.25500011444092 1.5349999666213991 1.0000000180025095e-35 1.735000014305115 0.62249094247818004 9.9499998092651385 10.250000000000002 1008.6499938964845 0.8309825360774995 12.250000000000002 10.250000000000002 0.93038213253021251 11.550000190734865 295.71627807617193 1015.8500061035157 3.7949999570846562 11.750000000000002 12.650000095367433 321.50000000000006 0.30069434642791754 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 8 6 9 -7 -5 10 -6 -10 13 25 -15 17 -17 -16 -14 20 22 -22 23 -20 28 27 -27 -4 -23 -19 right_child=1 -3 12 4 5 7 -8 -9 11 -11 -12 -13 18 14 15 16 -18 29 19 -21 21 24 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0051241562194977381 -0.0012674951012470593 -4.5655263727137096e-05 0.0038491196606379296 0.0091066970165237914 0.0078922602653694451 -0.0088548482345407326 0.034397729970514775 -0.00013443611146278099 -1.4081359146224394e-05 0.0020418510268146576 0.039835493425384928 -0.0037528534346755352 0.00018838777436738178 -0.00019260939743855532 0.015146624106837779 0.0046732237418009547 0.0010931295086173271 -0.0041380817933640013 -0.0012843941043731073 0.00067247678181377624 -0.0043884805043263621 0.055005663518039954 -0.0023086416740883461 0.00051117127888417459 0.0034037981453972558 -0.026000420940555127 0.00055149360844242601 0.03639237670383106 0.017216921199470499 -8.4861933512840569e-05 leaf_weight=1649 15306 827132 3856 218 195 427 35 26739 2982 2775 39 5394 289958 37312 147 3937 35137 2316 23150 15406 209 21 12710 17321 186 73 267 30 172 5219 leaf_count=1649 15306 827132 3856 218 195 427 35 26739 2982 2775 39 5394 289958 37312 147 3937 35137 2316 23150 15406 209 21 12710 17321 186 73 267 30 172 5219 internal_value=-5.05665e-06 -6.78545e-05 0.000103378 -0.000597296 -0.000404925 8.56314e-05 0.00327288 -0.000271505 -0.00212935 0.00291084 0.0132161 -0.00242179 0.000166728 0.000634292 0.000497466 0.00104816 0.00145385 -0.00101538 5.17761e-05 -0.000520853 -0.000862769 0.00651759 -0.00094437 -0.000515918 0.0125318 0.00335617 -0.00514936 0.00410035 0.0213286 -0.00133068 internal_weight=1.33032e+06 842438 487880 40453 38804 30210 3044 27166 8594 3009 234 8376 447427 88294 84068 46756 39074 7682 359133 69175 53769 588 53181 40471 379 4226 340 3886 193 7535 internal_count=1330318 842438 487880 40453 38804 30210 3044 27166 8594 3009 234 8376 447427 88294 84068 46756 39074 7682 359133 69175 53769 588 53181 40471 379 4226 340 3886 193 7535 is_linear=0 shrinkage=0.05 Tree=900 num_leaves=31 num_cat=2 split_feature=12 15 99 23 130 136 33 23 87 16 127 33 105 20 18 86 27 43 27 38 27 37 15 40 112 136 31 10 39 38 split_gain=3.55345 6.81029 13.3716 8.73633 8.45086 8.38794 7.50652 7.17944 11.2205 10.2896 10.0354 12.7164 9.97018 8.36817 9.24652 7.75008 7.46618 6.48099 8.15198 10.8228 6.9751 6.7208 6.423 6.9341 5.7305 5.69439 5.67696 5.42736 5.41801 13.1585 threshold=5.305000066757203 3.9050000905990605 -0.7006285786628722 8.8550000190734881 177.50000000000003 0 13.34999990463257 9.9049997329711932 0.70667061209678661 15.405000209808351 0.83385404944419872 10.250000000000002 -0.98265621066093434 10.434999942779543 13.344999790191652 0.80242130160331737 282.50000000000006 12.250000000000002 171.50000000000003 13.050000190734865 300.50000000000006 11.949999809265138 5.1150000095367441 3.7500000000000004 -0.87878364324569691 1 1007.8500061035157 4.5499999523162851 10.250000000000002 11.050000190734865 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=-1 2 5 6 7 -2 -4 8 10 15 11 24 -13 17 26 -9 -12 18 -14 20 -20 -22 23 -18 -3 27 -15 -11 -7 -30 right_child=1 4 3 -5 -6 28 -8 9 -10 25 16 12 13 14 -16 -17 22 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=4.9178546609800292e-06 -0.0035812453424975198 0.00032747073600498532 -0.014093302957713605 0.0016742244895015445 -0.014264304195351614 -0.0072958325032174351 -0.00016784426600982745 -0.0098397096749962519 -0.0016978355793224938 -0.0092366773755444831 -0.012472939643670213 0.027450775275400914 0.033783819570782636 0.017655296818702482 0.0074918739453436779 0.012290087145168422 0.04252803174475598 -0.017370548772500691 0.0024366178546554522 -0.016792349701524892 -0.0016761357762983869 0.033738604892750046 0.0096321613056233584 0.013964249229701681 -0.012931425418521811 -0.0022605069854779508 0.050649565119634976 0.0069222245807161256 0.032272851176559925 0.0042473528796785273 leaf_weight=1324538 590 195 500 161 104 63 120 495 1232 60 22 52 21 32 179 43 43 41 427 67 21 37 98 42 140 841 22 388 50 258 leaf_count=1324538 590 195 500 161 104 63 120 495 1232 60 22 52 21 32 179 43 43 41 427 67 21 37 98 42 140 841 22 388 50 258 internal_value=-7.36395e-07 -0.00118126 -0.00384395 -0.00870326 -0.000173354 0.000105177 -0.0113981 0.000152449 0.00180455 -0.00226286 0.00480313 0.00310125 0.00619966 0.00489498 0.0129627 -0.00807097 0.0150476 0.00183346 0.00320757 0.00204434 0.00464653 0.020916 0.018356 0.0284142 -0.00521356 0.000161312 0.0310974 0.0046542 0.00590505 0.00879695 internal_weight=1.33088e+06 6344 1742 781 4602 961 620 4498 2671 1827 1439 1234 899 847 233 538 205 614 573 552 485 58 183 85 335 1289 54 448 371 308 internal_count=1330882 6344 1742 781 4602 961 620 4498 2671 1827 1439 1234 899 847 233 538 205 614 573 552 485 58 183 85 335 1289 54 448 371 308 cat_boundaries=0 1 2 cat_threshold=771 273 is_linear=0 shrinkage=0.05 Tree=901 num_leaves=31 num_cat=2 split_feature=125 108 120 136 136 11 20 12 15 122 35 33 33 13 19 9 7 5 7 8 27 8 9 80 64 37 77 35 32 28 split_gain=3.75756 8.91133 8.27195 16.1904 14.974 12.0588 10.0202 9.35736 16.3852 10.5962 9.10929 15.7279 13.0203 18.5619 11.1637 9.57971 8.8182 8.95281 8.81507 11.698 8.5591 8.43132 10.091 9.87036 8.28677 8.08552 8.82112 10.5363 8.1485 7.96791 threshold=0.82409480214118969 -0.42837981879711146 -0.44618082046508784 0 1 12.550000190734865 7.8750000000000009 1.0249999761581423 0.95499998331069957 -0.0087262028828264497 8.7500000000000018 8.8499999046325701 8.4499998092651385 2.935000061988831 5.1300001144409189 12.449999809265138 14.84999990463257 12.150000095367433 4.8500001430511483 7.1499998569488534 267.50000000000006 15.250000000000002 17.44999980926514 336.66778564453131 9.7449998855590838 9.1500000953674334 12.795000076293947 10.34999990463257 13.650000095367433 1000.4500122070314 decision_type=2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 4 5 29 -4 18 -5 -9 10 11 14 13 15 -10 -12 17 -16 19 -6 -15 23 25 -14 -7 -23 -27 -28 -29 -3 right_child=1 2 3 7 6 24 -8 8 9 -11 12 -13 21 20 16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 28 -30 -31 leaf_value=-4.8572058955875394e-05 -0.0037971917717588215 -0.0234785673674196 -0.00053406113881317976 -0.0014991097694173902 0.0009909194614246828 -0.0055001165130748797 -0.00021420046272036254 0.0051391543083142569 0.021203519640711405 0.0011394873286777823 -0.0010420851163198441 -0.0054656165377126352 0.00019006547121152033 0.042831203934232086 -0.00040458711528972875 0.014915289204181718 0.0095236655188513531 -0.005564122700643102 0.00059137100191861049 0.0033725346996291354 0.013393974869896111 0.0090643995246078007 -0.00082567107445046201 -0.0020934958282431758 -0.0013912201170646996 0.0052362143504461724 -0.010784837345664319 0.0033949322258145865 -0.0099566820769916506 -0.0011260951751750844 leaf_weight=1004699 1426 40 49986 7287 17497 2098 26637 1756 59 27893 616 1806 74714 27 12386 111 212 902 67890 7310 289 599 1828 5052 2956 1461 208 851 132 12154 leaf_count=1004699 1426 40 49986 7287 17497 2098 26637 1756 59 27893 616 1806 74714 27 12386 111 212 902 67890 7310 289 599 1828 5052 2956 1461 208 851 132 12154 internal_value=-7.0177e-07 0.000146747 0.000164065 -4.41292e-05 0.000469924 -0.000769251 0.00064045 0.000244721 0.000341815 0.000276585 3.88746e-05 -0.00108239 0.000239464 0.00579192 -0.000498564 0.00139432 -0.00059341 -0.00075482 0.000886108 0.00169272 0.0159092 0.000171208 0.00214647 4.54355e-05 -0.00309689 0.00381767 0.0026326 -0.000561243 0.00160204 -0.00119844 internal_weight=1.33088e+06 326183 324757 193229 131528 55040 119334 138189 130902 129146 101253 15365 85888 1043 13559 727 13500 13288 92697 24807 316 84845 5079 79766 5054 3251 2652 1191 983 12194 internal_count=1330882 326183 324757 193229 131528 55040 119334 138189 130902 129146 101253 15365 85888 1043 13559 727 13500 13288 92697 24807 316 84845 5079 79766 5054 3251 2652 1191 983 12194 cat_boundaries=0 1 2 cat_threshold=3682 144 is_linear=0 shrinkage=0.05 Tree=902 num_leaves=31 num_cat=5 split_feature=14 67 64 29 55 12 38 14 20 136 136 14 136 110 136 78 12 108 25 8 5 78 14 22 12 39 31 136 17 16 split_gain=3.61369 11.0812 22.0094 11.6732 10.2689 9.34947 22.8505 24.4294 20.2794 15.5301 15.4678 15.4556 12.9419 12.5766 12.2756 11.8614 10.4951 9.78565 9.76946 9.65351 9.32997 11.002 9.226 9.0738 9.00899 8.96408 8.82947 8.6944 8.65814 11.7133 threshold=1.575000047683716 12.275000095367433 6.305000066757203 1032.7500000000002 25.954999923706058 1.3450000286102297 17.250000000000004 1.3149999976158144 5.1849999427795419 0 1 1.1050000190734866 2 0.42620277404785162 3 0.99500000476837169 2.3349999189376835 -0.9747985005378722 289.50000000000006 9.7500000000000018 3.9500000476837163 5.0850000381469735 0.98500001430511486 8.1750001907348651 1.0850000381469729 9.8499999046325701 1025.7500000000002 4 10.405000209808351 8.7100000381469744 decision_type=2 2 2 2 2 2 2 2 2 1 1 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 5 4 27 24 9 7 8 10 18 23 12 -10 15 -8 -11 -14 -9 19 -1 -17 -22 -16 -7 25 -3 -19 -4 -2 -30 right_child=28 2 3 -5 -6 6 14 17 11 13 -12 -13 16 -15 22 20 -18 26 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00022767870787181196 0.00013887156518436894 0.042575275152921678 -0.0018691536490928512 0.033007041530476677 0.029408674201451591 -0.0025895160035141179 -0.0026406154677376397 -0.0064440704458060541 -0.002067532297293936 0.0040616084478660467 0.0018199414734567842 0.0019953343133406274 0.0072570346168567799 -0.00074716511514892397 0.024883746270191028 -0.00055839866360201545 -0.008534444225183048 0.0001994131512666138 -0.00068684271287123232 0.0023322456046164222 0.0023594968417886184 -0.0020570268533849968 -0.00013208015554892015 0.029603662858293817 0.0037506809238492104 0.0098259862501785949 0.0035234135023079838 0.0015899342561466253 0.0012007361213459938 -0.00024517863999488925 leaf_weight=215695 305275 22 3230 27 43 4291 8552 546 488 2110 4273 21565 3031 105926 37 16082 109 96584 29567 5590 6997 1766 9559 22 2753 416 2040 4125 14441 465720 leaf_count=215695 305275 22 3230 27 43 4291 8552 546 488 2110 4273 21565 3031 105926 37 16082 109 96584 29567 5590 6997 1766 9559 22 2753 416 2040 4125 14441 465720 internal_value=-6.66681e-07 9.82012e-05 0.00169781 0.000190939 0.00513743 6.64501e-05 0.000399602 0.000626778 0.00178809 -6.47303e-05 -0.00031045 0.0025033 0.00552265 -0.000501747 -0.00126465 0.000462494 0.00668756 0.000231213 0.000166779 0.000280843 0.000156833 0.00146944 -3.55877e-05 -0.00241969 0.00481037 0.0114709 0.000268169 7.04718e-05 -6.93255e-05 -0.000201692 internal_weight=1.33088e+06 545446 10616 7382 3234 534830 151097 132949 33779 383733 8586 25193 3628 132881 18148 26955 3140 99170 250852 221285 24845 8763 9596 4313 3191 438 98624 7355 785436 480161 internal_count=1330882 545446 10616 7382 3234 534830 151097 132949 33779 383733 8586 25193 3628 132881 18148 26955 3140 99170 250852 221285 24845 8763 9596 4313 3191 438 98624 7355 785436 480161 cat_boundaries=0 1 2 3 4 5 cat_threshold=6948 2692 32 6184 6211 is_linear=0 shrinkage=0.05 Tree=903 num_leaves=31 num_cat=0 split_feature=31 30 16 18 12 18 79 32 26 8 20 111 123 15 10 21 17 67 15 12 108 123 112 35 121 6 67 16 68 15 split_gain=3.54215 9.5508 10.0914 17.1187 15.1598 12.9214 13.2556 11.9829 11.6756 10.5635 12.2125 9.48132 9.37707 9.20729 10.4108 9.09593 8.52202 8.97467 8.32412 10.3039 8.46474 8.18898 13.2417 10.9024 16.8262 17.4029 16.4685 13.3619 12.6602 15.8596 threshold=1023.2500000000001 1023.0499877929689 18.219999313354496 20.524999618530277 4.2349998950958261 16.335000038146976 10.25500011444092 13.550000190734865 303.50000000000006 9.3499999046325701 8.3150000572204608 -0.23408629000186917 -0.77159520983695973 2.6250000000000004 12.449999809265138 7.1150000095367441 18.219999313354496 13.534999847412111 2.6450001001358037 1.575000047683716 0.48226885497570043 0.30069434642791754 -0.91702514886856068 11.84999990463257 -0.81408452987670887 3.4500000476837163 11.284999847412111 9.5450000762939471 292.60729980468756 2.9050000905990605 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 16 5 6 8 -8 9 10 -4 -7 -6 14 -3 -12 -1 -18 19 -13 -21 23 -23 24 25 -2 -25 -28 29 -29 right_child=21 13 4 -5 12 11 7 -9 -10 -11 15 18 -14 -15 -16 -17 17 -19 -20 20 -22 22 -24 26 -26 -27 27 28 -30 -31 leaf_value=3.197526622570744e-07 -0.00035289851567842025 -0.00054211760947494116 -0.0011139120906346147 0.0095142719099093782 -0.0065358591899486538 -0.0085468436004158509 -0.0076213390353856358 0.0020889154416875236 -0.003268702647980844 0.0075527728631801534 0.030414026050129907 -0.00074746226633742169 0.005989537223377344 -0.002367977721119725 0.0065903950937944563 0.0035442670841538664 0.00096998244399578099 0.0058820569794270699 0.0010974047036851563 -0.00034766053332060693 -0.0057101436910535998 0.00047154107602096433 -0.0017432619735922219 0.00052882395732554445 -0.00017463999817960265 0.0075720110886238886 0.012782629626380469 0.0077675581756514499 0.0011557091368122482 0.0004845589812246791 leaf_weight=1183817 1307 14744 2827 474 174 663 972 472 1398 707 32 2950 1058 8245 530 2001 5551 1117 1463 935 3456 16523 11408 18162 40003 1474 349 2112 4801 1157 leaf_count=1183817 1307 14744 2827 474 174 663 972 472 1398 707 32 2950 1058 8245 530 2001 5551 1117 1463 935 3456 16523 11408 18162 40003 1474 349 2112 4801 1157 internal_value=-6.34538e-07 -2.3543e-05 -4.14711e-06 1.41423e-05 -0.00114409 -0.00151381 -8.74672e-05 -0.00444735 0.000816434 0.0018423 0.00101158 -0.00278075 0.00422053 -0.00102147 -0.000294623 0.0039672 1.03598e-05 0.00179284 -0.00234653 -0.00303287 -0.00456828 0.000289815 -0.000433062 0.000580894 8.68031e-05 0.0038475 0.00137617 0.00320411 0.00278987 0.00518988 internal_weight=1.33088e+06 1.23359e+06 1.21007e+06 1.19096e+06 19108 17876 8409 1444 6965 5567 4860 9467 1232 23519 15274 2033 1.19048e+06 6668 8804 7341 4391 97296 27931 69365 42784 2781 26581 8419 8070 3269 internal_count=1330882 1233586 1210067 1190959 19108 17876 8409 1444 6965 5567 4860 9467 1232 23519 15274 2033 1190485 6668 8804 7341 4391 97296 27931 69365 42784 2781 26581 8419 8070 3269 is_linear=0 shrinkage=0.05 Tree=904 num_leaves=31 num_cat=3 split_feature=125 95 136 120 108 126 6 8 15 34 15 20 79 35 29 40 55 5 14 35 32 136 13 68 80 121 34 30 14 136 split_gain=3.5481 9.72769 8.84647 9.79853 8.04226 7.25193 8.56465 7.98324 13.516 10.6943 14.5064 10.5072 13.4636 10.9343 9.9895 13.3111 14.1516 13.4427 12.9234 9.78318 17.5119 15.2 14.5267 11.1697 10.4185 11.4355 12.0477 10.5311 10.3726 9.90995 threshold=0.84335932135581981 -0.54127565026283253 0 -0.50751903653144825 -0.6265563666820525 0.33379416167736059 2.7500000000000004 7.4500000476837167 1.1649999618530276 12.949999809265138 0.72500002384185802 6.0350000858306894 34.364999771118171 9.9499998092651385 1019.3500061035157 5.7500000000000009 12.534999847412111 9.0500001907348651 3.0049999952316289 8.0500001907348651 8.3499999046325701 1 3.495000004768372 333.83834838867193 327.98413085937506 -0.21643137186765668 13.550000190734865 1021.6499938964845 4.5650000572204599 2 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 left_child=-1 -2 3 -3 -4 6 -6 -7 9 10 -9 12 14 -14 -10 -16 17 -17 -19 21 22 28 23 -21 29 26 27 -26 -13 -22 right_child=1 2 4 -5 5 7 -8 8 11 -11 -12 19 13 -15 15 16 -18 18 -20 20 24 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-4.4149119270669994e-05 0.00090750379514324729 0.00045574215282853425 -0.0066068422637990043 -0.0013718800129970045 0.0003473862073407794 -0.0002380210960498429 0.0028285243926073223 0.026870942536057742 -0.0012194913545156474 0.00038933676173997747 0.005001026075958025 -0.0043954656604971885 -0.0037768275184941521 0.0063084947540140122 -0.00063545087691547879 2.8266946626742935e-05 0.035083535189873408 0.0080348890148800988 -0.013067556225223008 0.0026546267480984623 -0.00034435123321478956 0.00044586374991540929 0.016075978165205281 0.037955115233426512 -0.00040978385549367757 0.00073526313207638954 -0.010512525340941914 -0.0094288865741221847 0.0093020371254132102 0.0012754935012756876 leaf_weight=1036096 37265 11287 439 20939 9893 98204 5364 79 23200 1616 1886 2952 345 1216 5793 1611 35 1256 77 872 11956 7157 313 23 1792 3253 519 395 145 44904 leaf_count=1036096 37265 11287 439 20939 9893 98204 5364 79 23200 1616 1886 2952 345 1216 5793 1611 35 1256 77 872 11956 7157 313 23 1792 3253 519 395 145 44904 internal_value=-6.02811e-07 0.000152451 4.319e-05 -0.000731537 0.000154032 0.000167238 0.0012197 9.06286e-05 0.000380361 0.00340238 0.00588027 0.000279986 -0.000454661 0.00407952 -0.000676038 0.000761276 0.00347737 0.00310162 0.00681592 0.000611631 0.000841265 -0.000822227 0.00680429 0.00356179 0.000726597 -0.00126245 -0.00366399 -0.00203875 -0.00374207 0.000935051 internal_weight=1.33088e+06 294786 257521 32226 225295 224856 15257 209599 111395 3581 1965 107814 33533 1561 31972 8772 2979 2944 1333 74281 64027 10254 1208 895 62819 5959 2706 2187 3097 56860 internal_count=1330882 294786 257521 32226 225295 224856 15257 209599 111395 3581 1965 107814 33533 1561 31972 8772 2979 2944 1333 74281 64027 10254 1208 895 62819 5959 2706 2187 3097 56860 cat_boundaries=0 1 2 3 cat_threshold=1058 392 6656 is_linear=0 shrinkage=0.05 Tree=905 num_leaves=31 num_cat=1 split_feature=72 92 17 64 52 33 127 35 30 132 60 100 38 23 11 127 107 85 136 124 1 56 76 134 22 15 37 52 87 10 split_gain=3.94382 9.0792 11.7004 11.6395 10.2338 9.98433 10.0968 14.2042 10.0327 9.41939 12.3123 21.4708 12.0472 11.7333 10.1137 11.2452 14.0879 15.5191 15.2347 15.1611 11.4059 10.7447 10.5477 10.2278 9.32618 9.2867 13.4249 9.11526 9.15624 9.10073 threshold=0.83312606811523449 -0.65283977985382069 11.269999980926515 33.024999618530281 11.864999771118166 9.3499999046325701 -0.026175950653851029 10.050000190734865 1013.6499938964845 1022.0499877929689 0.82117867469787609 0.3343788087368012 13.449999809265138 9.3450002670288104 6.4500000476837167 -0.52247866988182057 -0.90843316912651051 0.67303714156150829 0 -0.46173103153705591 311.50000000000006 269.53746032714849 10.565000057220461 1019.5499877929689 5.9949998855590829 2.5049999952316289 13.250000000000002 133.6350021362305 0.72403499484062206 12.150000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 24 6 8 -8 -5 14 11 13 -13 -11 29 16 17 19 -18 -16 21 22 -19 -17 -4 26 -10 28 -7 -6 right_child=1 2 3 5 9 27 7 -9 25 10 -12 12 -14 -15 15 23 18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-3.0580068191034838e-05 -0.00083741873472572702 0.00099041907012025919 0.0033083465237581573 -0.0056099440293463036 8.6107623603152617e-05 -0.0032431593849488946 0.0017797194982786275 0.011697996099174088 0.0047935467608095639 0.019732554192128389 0.0026751245196514652 -0.0010809782106192753 0.025494175687647211 0.069216763645410545 0.072321595679968598 0.0010873037136603651 -0.0010219108221555828 0.0059897727844405125 0.011885763809388336 0.01075629266910255 0.028836046653771916 0.0045507399197204116 0.049389315862208606 0.0090883525532227376 -0.00066337777566931333 -0.00016729763385802998 0.040942783595870856 0.0012924600935297504 -0.00082087847441570262 0.013008959571504625 leaf_weight=1153596 18121 48577 1590 871 24509 4498 3617 401 105 23 804 124 65 25 20 15479 912 28 295 20 67 482 28 410 20990 988 34 4336 29408 137 leaf_count=1153596 18121 48577 1590 871 24509 4498 3617 401 105 23 804 124 65 25 20 15479 912 28 295 20 67 482 28 410 20990 988 34 4336 29408 137 internal_value=3.13521e-06 0.000222919 0.000343884 5.90563e-05 0.000479699 -0.000568305 0.00132513 0.00276957 -0.00157967 0.000928617 0.00562742 0.0156428 0.00805862 0.0455056 0.000813217 0.00172353 0.00541069 0.0113762 0.00222283 0.0415389 0.00938196 0.00695924 0.0276895 0.00129376 -0.000383704 0.00153513 0.0136358 -0.000866169 -0.00114222 0.000157942 internal_weight=1.33056e+06 176964 158843 110266 66008 44258 6016 4018 1998 43428 1041 237 189 48 42387 17741 1852 645 1207 40 605 538 56 15889 22580 1127 139 38242 33906 24646 internal_count=1330560 176964 158843 110266 66008 44258 6016 4018 1998 43428 1041 237 189 48 42387 17741 1852 645 1207 40 605 538 56 15889 22580 1127 139 38242 33906 24646 cat_boundaries=0 1 cat_threshold=1985 is_linear=0 shrinkage=0.05 Tree=906 num_leaves=31 num_cat=3 split_feature=72 92 23 71 16 136 101 136 11 98 21 30 65 78 23 23 104 10 122 121 19 127 29 126 5 76 4 121 136 76 split_gain=3.5602 8.19447 9.0563 8.92972 8.57877 11.8109 8.39884 10.6299 14.9682 17.9094 8.11923 7.35973 7.38497 8.64806 7.41227 9.77682 7.35903 9.13228 7.75942 7.3189 7.19708 8.10931 10.7894 14.9956 9.10022 7.18662 7.08336 8.47479 6.95899 6.97126 threshold=0.83312606811523449 -0.65283977985382069 6.4049999713897714 271.07881164550787 15.405000209808351 0 0.68241852521896373 1 18.349999427795414 -0.93685069680213917 6.8150000572204599 1019.7500000000001 37.854999542236335 38.295000076293952 6.1050000190734872 6.2449998855590829 -0.97986209392547596 11.150000095367433 -0.96359375119209278 -0.74892720580101002 10.405000209808351 -0.13052122294902799 1024.350036621094 -0.76037701964378346 11.650000095367433 39.645000457763679 7.4500000476837167 -0.8338540494441985 2 6.6050000190734872 decision_type=2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=-1 -2 6 4 5 -4 7 8 11 -10 -11 12 26 -14 -15 -16 18 -18 -7 -13 25 22 24 -24 -22 -9 -3 -28 29 -5 right_child=1 2 3 28 -6 16 -8 20 9 10 -12 19 13 14 15 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-2.9051065696947628e-05 -0.00079554780222594471 0.0031037083489787111 -8.0670110185790747e-05 0.00056720206980472021 0.0020364381255336644 -0.017237635618075727 -0.00049421156915560073 0.00030199535932351885 0.056318197329528634 -0.017715545045211913 0.018994921586499167 0.011647123384735204 -0.0044827361362487347 -0.0010726690186704157 0.035459491511980114 0.0043289752600745102 -0.00084991029671933221 -0.0058248532746234503 -0.0048538649911405475 -0.0014881744880770468 0.003855570076125631 0.00098707371163480663 0.059868268577736763 0.0096659403100299354 0.031250729556045229 -0.0056194399777730747 0.026872735364466077 0.0067342070965641506 0.00046966697170815224 -0.0016491833195491385 leaf_weight=1153596 18121 2302 8512 6206 2189 140 5274 5915 28 20 61 117 476 119 43 61 3934 1205 1311 1133 1370 3383 21 51 31 561 54 1604 104439 8283 leaf_count=1153596 18121 2302 8512 6206 2189 140 5274 5915 28 20 61 117 476 119 43 61 3934 1205 1311 1133 1370 3383 21 51 31 561 54 1604 104439 8283 internal_value=2.98253e-06 0.000211804 0.000326724 0.000172863 -0.000888837 -0.00131285 0.00125312 0.00178426 0.00348089 0.0218467 0.00993061 0.003148 0.00406202 -0.000676115 0.00744923 0.0172002 -0.00289988 -0.00201644 -0.00604872 -0.000258711 0.000879401 0.00233533 0.00543184 0.0243083 0.00446174 -0.000210964 0.00489837 0.00739011 0.000327224 -0.000699368 internal_weight=1.33056e+06 176964 158843 136219 17291 15102 22624 17350 6018 109 81 5909 4659 699 223 104 6590 5139 1451 1250 11332 4856 1473 72 1401 6476 3960 1658 118928 14489 internal_count=1330560 176964 158843 136219 17291 15102 22624 17350 6018 109 81 5909 4659 699 223 104 6590 5139 1451 1250 11332 4856 1473 72 1401 6476 3960 1658 118928 14489 cat_boundaries=0 1 2 3 cat_threshold=6624 785 2112 is_linear=0 shrinkage=0.05 Tree=907 num_leaves=31 num_cat=1 split_feature=13 20 72 38 22 136 96 22 3 35 89 38 84 38 135 60 32 79 132 130 90 20 135 87 88 127 28 97 39 100 split_gain=3.40066 3.65262 3.14445 8.03153 10.4612 8.91501 9.38652 9.17544 10.597 10.6311 9.8227 11.2281 10.2179 11.9731 9.16688 11.6772 15.0771 15.1929 11.4302 10.5196 10.5088 10.2523 9.96184 9.37005 10.6499 9.06245 8.72766 10.0222 24.8435 11.7798 threshold=0.50499999523162853 9.555000305175783 0.83312606811523449 14.84999990463257 5.9749999046325692 0 -0.90205851197242726 8.1149997711181658 8.5000000000000018 13.050000190734865 -0.77163916826248158 12.050000190734865 0.67849090695381176 13.84999990463257 1020.8500061035157 0.84106746315956127 12.250000000000002 3.7849999666213994 1013.6499938964845 285.50000000000006 -0.93394365906715382 8.2950000762939471 1018.4500122070314 0.79167011380195629 -0.95561420917510975 -0.70088258385658253 1015.3500061035157 -0.97073495388030995 11.84999990463257 0.065243598073720946 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 -4 6 -6 8 9 -7 11 26 13 -13 18 16 17 -16 -9 23 21 -21 -20 -18 -25 -15 27 28 29 -10 right_child=2 -3 3 -5 5 7 -8 14 10 -11 -12 12 -14 25 15 -17 19 -19 22 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0014031658768274221 -2.2534916320589028e-05 0.020008461836259813 0.0023398196038100032 -0.00051175351504984901 -2.1301267001773194e-05 -0.0014820264848680056 -0.0023022090937067081 2.0199004325009016e-06 0.0033725205846624733 0.0015921470849490208 0.00022495591191935293 0.0071435698426284945 0.0024305715039061098 0.055300367451631111 0.030765590583905579 0.00095802413570525229 -0.0072796054755930196 -0.0035544911133259002 -0.0053233884636820685 0.017734484085813167 0.017362855187421613 0.064966179927190157 0.00048251401004218981 0.044915750741958617 0.0019265729714842404 0.011697474075481296 -0.00015660671820127056 0.0014404670345998926 -0.01820240680100944 0.016141618443927249 leaf_weight=4855 1148808 20 6394 32089 17128 8391 6123 45198 330 4230 18114 176 16799 26 37 1780 66 251 1946 20 133 27 1191 25 34 22 10272 5591 85 399 leaf_count=4855 1148808 20 6394 32089 17128 8391 6123 45198 330 4230 18114 176 16799 26 37 1780 66 251 1946 20 133 27 1191 25 34 22 10272 5591 85 399 internal_value=2.83355e-06 -0.00131532 7.68087e-06 0.000203931 0.000362546 0.000271194 -0.000621696 0.000451511 0.000847502 -0.0004517 0.00116396 0.00166869 0.00257203 0.0131805 -5.15882e-05 0.00298247 0.00905924 0.000854686 -0.000200545 0.0168065 0.0245446 0.0448676 -0.00311911 0.00566355 0.0201423 0.0353157 0.00074661 0.00219514 0.00737866 0.0103614 internal_weight=1.33056e+06 4875 1.32568e+06 176877 144788 138394 23251 115143 64435 12621 51814 33700 17023 224 50708 2373 593 288 48335 305 180 47 3137 125 59 48 16677 6405 814 729 internal_count=1330560 4875 1325685 176877 144788 138394 23251 115143 64435 12621 51814 33700 17023 224 50708 2373 593 288 48335 305 180 47 3137 125 59 48 16677 6405 814 729 cat_boundaries=0 1 cat_threshold=6240 is_linear=0 shrinkage=0.05 Tree=908 num_leaves=31 num_cat=0 split_feature=52 14 67 55 20 124 127 20 55 11 31 99 30 88 66 13 126 34 13 43 67 76 0 11 28 28 80 10 52 34 split_gain=3.32633 9.23884 9.93052 9.16929 9.05933 16.1483 19.8937 15.911 14.9282 14.2124 12.0522 11.1398 10.1977 9.88747 12.4072 9.36152 9.02636 8.984 8.60694 17.032 10.8768 14.7852 11.1593 17.1193 11.701 10.5926 10.7325 10.3479 14.93 9.35799 threshold=19.765000343322757 1.7050000429153445 6.2049999237060556 11.25500011444092 7.8949999809265146 -0.97988739609718312 0.28400452435016638 6.8550000190734872 62.594999313354499 15.550000190734865 1013.7500000000001 -0.96567916870117176 1002.9500122070314 -0.88843435049056996 38.444999694824226 4.4149999618530282 0.59480014443397533 12.449999809265138 2.4750000238418584 8.8499999046325701 27.755000114440922 10.775000095367433 152.50000000000003 9.3499999046325701 1005.5499877929689 1019.0499877929689 280.18070983886724 19.550000190734867 4.8550000190734872 9.9499998092651385 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 -1 5 7 8 -5 18 11 -10 -8 -9 14 -12 -14 17 -13 20 27 22 25 -7 24 -24 26 -22 29 -29 -20 right_child=1 -3 -4 4 -6 6 9 12 10 -11 13 16 15 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=1.4973893266363237e-05 0.00075140280212353217 0.00014145409677119927 0.0048878145159032601 -0.0090017664250012681 -0.0011655208624751147 -0.00018576326070836614 -0.0028565382397217989 0.026886388207926895 0.00056932746922060595 0.0037791438294587977 0.015438684596764771 0.0040942940657628622 -0.00071801550844626525 0.0067827103975350439 0.046831302149031237 -0.03520760856568813 -0.00086579335025291013 -0.00049670760384323603 -0.0056485840291461047 -0.017124889632249438 0.016528903241007527 0.00093638255916190366 0.030695608997983594 0.011540974160384625 0.0016416521085742489 0.0024097723291523318 0.0045469558975349397 0.044187169322263332 0.0045187296608628904 0.00044832406674803901 leaf_weight=1101258 4685 133603 2102 993 33274 6165 5947 33 177 1708 88 1993 1210 115 49 20 22379 2290 721 149 507 1209 35 533 3504 433 296 31 101 4952 leaf_count=1101258 4685 133603 2102 993 33274 6165 5947 33 177 1708 88 1993 1210 115 49 20 22379 2290 721 149 507 1209 35 533 3504 433 296 31 101 4952 internal_value=2.69187e-06 0.000232874 0.00203249 -2.446e-05 -0.000512885 -0.00012258 5.25341e-05 -0.00426616 0.00134752 -0.000666905 0.010569 -0.000899781 -0.000542914 0.0175927 0.0266667 -0.00127882 -0.000463323 0.00163961 0.00113525 -0.000432977 0.0018715 0.00486772 0.00115589 0.00318714 0.00192899 0.00871318 0.0121121 -4.5365e-06 0.0138348 -0.000326552 internal_weight=1.33056e+06 140390 6787 1.19017e+06 88912 55638 53382 2256 19065 34317 429 32609 1263 252 137 1230 26662 4283 18636 5954 12682 2445 10237 4072 3539 1236 803 5805 132 5673 internal_count=1330560 140390 6787 1190170 88912 55638 53382 2256 19065 34317 429 32609 1263 252 137 1230 26662 4283 18636 5954 12682 2445 10237 4072 3539 1236 803 5805 132 5673 is_linear=0 shrinkage=0.05 Tree=909 num_leaves=31 num_cat=3 split_feature=13 20 20 136 11 36 28 31 11 123 35 70 106 136 31 12 15 33 79 22 136 79 78 37 38 3 14 14 82 123 split_gain=3.07324 3.29656 3.11373 6.09446 5.51861 10.2991 7.66458 5.01642 8.04978 5.21252 4.81889 4.72349 4.41095 4.32498 8.85291 5.19281 4.49722 4.25821 3.92307 3.90914 5.66093 4.0419 4.15738 3.80697 5.42927 4.58383 5.62617 4.50035 4.38149 3.89328 threshold=0.50499999523162853 9.555000305175783 12.215000152587892 0 5.5499999523162851 17.44999980926514 1019.6499938964845 1016.6499938964845 7.4500000476837167 0.43049471080303198 14.050000190734865 298.23460388183599 -0.8810628056526183 1 1025.350036621094 2.1450001001358037 1.9450000524520876 8.4499998092651385 7.9349999427795419 13.09500026702881 2 12.074999809265138 7.1150000095367441 12.650000095367433 12.949999809265138 148.50000000000003 3.2250000238418584 4.7349998950958261 268.63594055175787 0.39873388409614569 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 -1 19 18 12 7 -7 8 10 -10 -6 -9 17 14 16 -15 -14 -5 23 -2 21 22 -21 27 25 -25 -27 -4 -26 -29 right_child=2 -3 3 4 5 6 -8 11 9 -11 -12 -13 13 15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 28 26 -28 29 -30 -31 leaf_value=-0.0013339881909753474 1.0926382325666243e-05 0.019007290215231482 -0.0036807056548267729 -0.008898073183589204 -0.0034417406557342755 0.0068027109839022167 0.049570066044107082 0.0011189055015591021 0.011052668505751142 0.037974317972548306 0.021954387918646848 -0.011105944109493233 0.019196480267088523 0.0016111509962496127 0.027305721578414779 -0.0043162039243325873 -0.0061072482261806732 0.0027512327591981949 -0.0091011454578038865 0.0082637206417210014 -0.0017935336144006557 -0.010508456371294765 0.029152588116434903 -0.0025002557762491052 -0.0042329176640317542 0.0052937780166181121 0.033521109428857603 -0.0077437993932942878 0.0018792187840058459 -0.029062947393818334 leaf_weight=4855 1318160 20 824 86 169 22 20 774 178 20 21 88 22 484 37 1562 87 893 241 284 241 26 26 48 703 41 31 61 503 33 leaf_count=4855 1318160 20 824 86 169 22 20 774 178 20 21 88 22 484 37 1562 87 893 241 284 241 26 26 48 703 41 31 61 503 33 internal_value=2.55728e-06 -0.00125054 7.16534e-06 -0.00104853 5.96528e-05 0.00281426 0.0271681 0.00199597 0.00671714 0.013772 -0.0006348 -0.000129107 -0.0010625 -0.00230876 0.00577759 -0.00289986 -0.00100007 0.0017279 -0.00302687 1.27275e-05 0.00412733 0.00818394 0.0100157 -0.00238799 -0.00067444 0.00946823 0.0174472 -0.00486313 -0.00168366 -0.0152282 internal_weight=1.33056e+06 4875 1.32568e+06 6948 4463 1292 42 1250 388 198 190 862 3171 2192 146 2046 109 979 2485 1.31874e+06 577 336 310 2244 1326 120 72 918 1206 94 internal_count=1330560 4875 1325685 6948 4463 1292 42 1250 388 198 190 862 3171 2192 146 2046 109 979 2485 1318737 577 336 310 2244 1326 120 72 918 1206 94 cat_boundaries=0 1 2 3 cat_threshold=4552 16 1809 is_linear=0 shrinkage=0.05 Tree=910 num_leaves=31 num_cat=0 split_feature=52 16 13 92 108 135 87 14 19 23 52 40 97 33 83 33 60 87 55 107 35 91 4 30 59 38 16 87 36 87 split_gain=3.50709 10.6926 12.9079 18.3138 14.8656 13.2713 15.5941 11.5772 13.1865 10.6744 13.6947 11.2498 12.1322 10.2139 10.2754 10.0968 12.3686 10.3886 9.18279 16.0151 14.9501 14.9134 13.6119 13.5746 13.3703 10.1762 10.1108 9.77852 10.2518 9.15554 threshold=9.2349996566772479 12.699999809265138 2.7949999570846562 0.14919900894165042 0.0079149804078042525 1018.1499938964845 0.67842260003089916 1.4149999618530276 11.269999980926515 8.1849999427795428 29.974999427795414 5.0499999523162851 -0.9475259780883788 10.34999990463257 282.70637512207037 15.650000095367433 0.73310792446136486 0.81672939658164989 6.4049999713897714 -0.40017645061016077 11.250000000000002 -0.66360121965408314 13.34999990463257 1031.049987792969 255.42059326171878 12.150000095367433 6.0650000572204599 0.8057030737400056 17.050000190734867 0.85926708579063427 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 2 3 -2 -5 15 -7 -3 -9 10 11 -4 -13 -11 -15 16 17 -6 -1 20 21 26 23 -22 25 -24 -20 -21 -29 -10 right_child=1 7 9 4 5 6 -8 8 29 13 -12 12 -14 14 -16 -17 -18 -19 19 27 22 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=1.239708650951329e-05 -2.8314988950629769e-05 0.0014020154566731274 0.00010511858380181642 -0.00086769726563493913 0.0060751696522766364 0.045276559166765463 0.0082897399997905186 -0.0014246651681054468 0.00021070878204650152 0.0013937764859961118 0.0026055567049929227 -0.016165451363424285 -0.0023164496964762984 -0.0047333359741909761 -0.00074711915211990681 -0.00061175018474444445 0.0012536211281487335 0.0027450246006342385 0.010692807958814604 0.00013260439965328318 -0.00043245564379440878 0.0021958719129300543 0.030288001531187228 0.021757125838295276 0.0024297146275646625 0.0077147286270806683 -0.0025701604156741029 0.0045629800845584283 0.040533709210576495 -0.00083023985048712515 leaf_weight=1007451 14294 13072 15168 3204 4016 30 569 17887 113667 2264 5948 213 614 2887 3674 2181 6084 5618 145 2208 62560 1934 85 69 657 121 15969 2063 20 25945 leaf_count=1007451 14294 13072 15168 3204 4016 30 569 17887 113667 2264 5948 213 614 2887 3674 2181 6084 5618 145 2208 62560 1934 85 69 657 121 15969 2063 20 25945 internal_value=7.92175e-06 0.000182143 0.000718572 0.00136133 0.00227662 0.00282125 0.0101422 -2.78229e-05 -0.000146496 -3.34048e-05 0.000557205 -0.000204508 -0.00588336 -0.00150193 -0.00250115 0.00257625 0.00301861 0.00413322 -2.98991e-05 -0.000526356 -0.000683033 -0.00195288 -0.00032207 -0.000408009 0.00591458 0.0170289 -0.00245082 0.00245092 0.00490835 1.72626e-05 internal_weight=1.33062e+06 237335 66764 35996 21702 18498 599 170571 157499 30768 21943 15995 827 8825 6561 17899 15718 9634 1.09328e+06 85831 81540 18048 63492 62629 863 206 16114 4291 2083 139612 internal_count=1330617 237335 66764 35996 21702 18498 599 170571 157499 30768 21943 15995 827 8825 6561 17899 15718 9634 1093282 85831 81540 18048 63492 62629 863 206 16114 4291 2083 139612 is_linear=0 shrinkage=0.05 Tree=911 num_leaves=31 num_cat=2 split_feature=111 37 37 136 114 55 79 129 19 31 136 68 76 17 7 16 75 74 9 108 36 87 6 22 38 11 32 4 20 87 split_gain=3.65074 14.6477 22.487 16.8637 16.9201 17.3545 14.8664 13.821 13.6879 16.041 12.6485 11.9737 11.37 11.3347 11.0034 10.6048 20.2656 10.3494 9.7178 15.3693 12.6651 9.13061 8.76466 8.74843 11.3386 17.5446 11.3249 10.6957 8.6295 8.51182 threshold=-0.90038016438484181 15.449999809265138 14.34999990463257 0 -0.94828754663467396 0.42499999701976782 20.545000076293949 126.50000000000001 6.9049999713897714 1009.0499877929689 1 244.64652252197268 32.715000152587898 9.5450000762939471 10.050000190734865 6.0650000572204599 0.70591849088668834 0.87242987751960765 1.0000000180025095e-35 -0.94244751334190358 11.750000000000002 0.82474324107170116 15.050000190734865 6.8949999809265146 13.949999809265138 12.949999809265138 12.150000095367433 11.949999809265138 6.6349999904632577 0.86851197481155407 decision_type=2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 23 -6 -3 13 9 28 -10 12 -5 22 21 16 -13 18 19 -17 -21 -12 29 24 26 -26 27 -1 -4 -7 right_child=-2 6 8 11 5 7 -8 -9 10 -11 14 15 -14 -15 -16 17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.011881631260592355 -2.7794495353138391e-06 -0.0016406267640375082 0.024402228610124439 0.0042689256801596246 0.019857598792786074 -0.0042472727931302115 -0.013990748693553233 0.035054347624203994 -0.0010745116428264663 0.011779417280594714 0.008147694004387326 0.0022050930907531389 -0.0017813666849293684 0.001950729345403455 0.020086267448906556 0.029760171975619323 0.058301732795579098 0.0033159211329638776 -0.0030135694862082497 0.032535555578768256 -0.0061419038146740997 -0.0089461671659367137 -0.014095039932538619 0.0037972640525559456 0.011387671472982981 0.069512795265763996 0.0028336530866642879 0.038273719590241936 0.070849773436784752 0.0062487932609366914 leaf_weight=301 1310330 1614 20 1967 114 1007 287 28 531 142 639 69 1283 2319 173 58 21 820 6226 25 138 89 178 1485 37 20 393 44 20 239 leaf_count=301 1310330 1614 20 1967 114 1007 287 28 531 142 639 69 1283 2319 173 58 21 820 6226 25 138 89 178 1485 37 20 393 44 20 239 internal_value=7.52566e-06 0.000673129 0.00110514 0.000562699 0.00263986 0.00063747 -0.00350516 5.64317e-05 0.00674194 0.0196578 0.00510041 -0.000646469 0.00188046 -0.000205375 0.00865542 -0.00176363 0.0152943 -0.00197489 -0.00264783 0.00765564 -0.000209778 0.00605792 -0.00371661 0.00606341 0.0102964 0.0317825 0.00863691 0.0152476 0.047626 -0.00223398 internal_weight=1.33062e+06 20287 18386 16772 6165 3885 1901 3771 1614 182 1432 10607 3250 3743 901 7357 90 7267 6447 221 163 728 1424 2280 795 57 738 345 40 1246 internal_count=1330617 20287 18386 16772 6165 3885 1901 3771 1614 182 1432 10607 3250 3743 901 7357 90 7267 6447 221 163 728 1424 2280 795 57 738 345 40 1246 cat_boundaries=0 1 2 cat_threshold=4181 2257 is_linear=0 shrinkage=0.05 Tree=912 num_leaves=31 num_cat=0 split_feature=52 54 67 87 14 60 30 55 64 83 40 97 15 78 29 82 59 108 32 79 87 11 91 13 40 0 63 99 67 35 split_gain=3.36327 10.2588 13.0697 11.1265 14.4885 11.6639 12.3382 9.98807 10.8567 14.6202 13.2445 16.578 12.3595 12.7023 17.7771 12.6675 10.9011 13.0181 13.542 12.0788 14.2102 16.0668 11.7507 9.97234 9.88148 8.89299 8.86299 8.65826 8.59365 11.9599 threshold=17.804999351501468 19.195000648498539 15.565000057220461 0.80652931332588207 1.9650000333786013 0.61351007223129284 1029.2500000000002 13.775000095367433 13.545000076293947 305.80619812011724 9.0500001907348651 -0.9321191906929015 3.1450001001358037 56.885000228881843 1005.3500061035157 244.49864196777347 298.26855468750006 -0.26320226490497584 11.650000095367433 3.8449999094009404 0.7659573256969453 12.050000190734865 -0.95269092917442311 2.2949999570846562 6.2500000000000009 171.50000000000003 0.71516302227973949 -0.99961012601852406 22.125000000000004 8.5500001907348651 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 23 4 28 -6 26 -1 16 12 24 -12 15 25 -15 -10 17 18 -9 -20 21 22 -21 -2 -11 -14 -7 -5 -4 -30 right_child=1 -3 3 27 5 6 -8 8 9 10 11 -13 13 14 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=1.2417334265129327e-05 0.00104934098479375 2.7305327954793121e-05 0.0070640936643074142 0.015912209008580324 0.0086114886983309526 -0.00083505736609092553 0.026308455158997435 -0.0029223229716145616 -0.0055633986909643732 7.0799316918624547e-05 0.045204220851883296 0.0065528844296061321 0.0025788727976824447 0.039909814717248082 0.0018474070422406143 -0.0019804340418535585 0.0020353424152143129 -0.00094511475701161143 0.00061381246559406746 0.0221369837546148 0.0034667630596178314 -0.024848357348916276 0.0040455309482621818 -0.0014931418772638233 -0.011450667031572532 -0.0020035215730967617 0.0041747470600889151 0.00087582209993609494 -0.013032540753483774 0.02380148503016831 leaf_weight=1117863 11080 122856 419 97 787 1863 51 751 2952 12129 31 264 1810 48 85 15011 5842 16813 878 325 611 24 124 5916 189 2551 1678 7358 25 186 leaf_count=1117863 11080 122856 419 97 787 1863 51 751 2952 12129 31 264 1810 48 85 15011 5842 16813 878 325 611 24 124 5916 189 2551 1678 7358 25 186 internal_value=7.14897e-06 0.000228244 0.00106621 0.002296 0.00411851 0.00309854 0.00189066 -2.14315e-05 -0.0006475 -0.00121745 0.000144759 0.0106146 -0.00198254 0.000362589 0.0155842 -0.00256925 0.000140433 -0.000426506 0.00278742 0.00497295 0.00850369 0.0150102 0.0171407 0.000164349 -0.000105979 -0.000101634 0.00153898 0.00107147 0.0112081 0.0194373 internal_weight=1.33062e+06 152316 29460 12464 5009 4379 3592 1.1783e+06 60438 35070 12613 295 22457 4494 133 17963 25368 19526 2713 1962 1084 473 449 16996 12318 4361 3541 7455 630 211 internal_count=1330617 152316 29460 12464 5009 4379 3592 1178301 60438 35070 12613 295 22457 4494 133 17963 25368 19526 2713 1962 1084 473 449 16996 12318 4361 3541 7455 630 211 is_linear=0 shrinkage=0.05 Tree=913 num_leaves=31 num_cat=2 split_feature=111 37 36 23 11 28 39 41 36 34 136 136 124 53 123 79 73 103 95 20 62 134 123 68 63 13 13 72 52 9 split_gain=3.2636 13.221 20.5671 22.9725 21.0029 24.0761 22.1291 15.5672 16.2883 21.1621 14.7964 14.5801 20.7786 33.1892 14.1492 13.5245 12.6939 10.8023 10.4478 11.2786 14.1015 12.6449 11.5404 14.7796 10.6276 14.9942 10.3753 10.2099 10.1578 11.12 threshold=-0.90038016438484181 15.449999809265138 13.84999990463257 6.2449998855590829 13.449999809265138 1014.6499938964845 14.050000190734865 6.9500000476837167 10.550000190734865 11.750000000000002 0 1 0.76037701964378368 2.7849999666213994 -0.89490029215812672 16.375000000000004 0.77968776226043712 -0.083381723612546907 -0.76969090104103077 6.0950000286102304 0.3706482350826264 1014.2500000000001 0.23343648016452792 241.80153656005862 0.44235059618949896 3.0749999284744267 2.5349999666213994 0.74133232235908519 18.535000801086429 11.150000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 14 26 -7 11 9 -9 -5 12 -1 -14 -4 -3 -15 -12 -13 20 -20 22 -21 24 -24 27 -6 -26 -19 -30 right_child=-2 15 3 10 5 6 -8 8 -10 -11 17 18 13 16 -16 -17 -18 28 19 21 -22 -23 23 -25 25 -27 -28 -29 29 -31 leaf_value=0.003264076724337732 -2.951880709978068e-06 -0.0012047167051520711 0.040315798958463059 -0.0022215969794948539 0.034678374256261371 0.092716834694147113 0.029333152873441577 -0.011578055442525791 -0.0086757865865715513 0.052215648370866598 0.011589895534500676 -0.0036238157941608342 0.080500515685840102 0.038770173663466141 0.0059207041168605166 -0.011688579093772555 -0.0017445972092963499 0.012171589073063878 -0.0026502721059534396 0.0021578123622204505 0.0084182969403272089 -0.010154931373177533 -0.0041096189072552594 -0.00337498009933171 0.0064103949493383647 0.0019720361310248645 0.0060235863927768415 0.026367598025464137 0.00016693577448584899 -0.024616619780759463 leaf_weight=2177 1310330 1515 31 1127 44 21 40 26 707 26 475 1736 22 29 843 386 58 131 423 4261 900 300 409 3153 135 786 112 122 236 56 leaf_count=2177 1310330 1515 31 1127 44 21 40 26 707 26 475 1736 22 29 843 386 58 131 423 4261 900 300 409 3153 135 786 112 122 236 56 internal_value=6.79153e-06 0.000636115 0.00104655 0.00474852 0.0105974 0.0245201 0.0511538 0.000291119 -0.00668933 0.0203188 0.00159733 0.000656233 0.00431187 0.0256345 0.00714067 -0.00333348 0.0117603 0.00634421 -3.08507e-05 0.00056378 0.00487937 -5.91225e-05 0.000282491 -0.00145274 0.00272138 0.00540007 0.0141057 0.0158842 0.000603651 -0.00458607 internal_weight=1.33062e+06 20287 18386 3116 1091 217 61 15270 759 52 2025 14511 2286 109 874 1901 87 898 12225 10489 1323 9166 8866 4605 1452 1043 156 257 423 292 internal_count=1330617 20287 18386 3116 1091 217 61 15270 759 52 2025 14511 2286 109 874 1901 87 898 12225 10489 1323 9166 8866 4605 1452 1043 156 257 423 292 cat_boundaries=0 1 2 cat_threshold=2513 20 is_linear=0 shrinkage=0.05 Tree=914 num_leaves=31 num_cat=3 split_feature=52 17 12 64 35 136 40 12 76 127 87 31 52 136 74 38 39 127 34 136 11 127 135 11 12 135 90 35 83 37 split_gain=3.24134 7.70768 8.02128 9.8649 14.7368 12.0623 8.85059 8.82245 10.2281 10.5879 8.5809 9.76349 8.5351 8.51282 8.36428 8.01865 10.0419 8.76636 8.29464 7.91236 8.23185 18.7015 7.90645 7.51469 7.57942 12.3523 7.50097 7.39829 7.25849 7.17052 threshold=29.974999427795414 11.775000095367433 2.0149999856948857 10.72499990463257 15.449999809265138 0 13.449999809265138 3.1550000905990605 5.0850000381469735 -0.33379416167736048 0.77731451392173778 1013.6499938964845 63.449998855590827 1 0.88198170065879833 13.150000095367433 14.250000000000002 -0.095842104405164705 8.2500000000000018 2 7.0499999523162851 -0.88697704672813404 1020.2500000000001 15.650000095367433 2.6950000524520878 1013.3500061035157 -0.49696762859821314 7.1499998569488534 217.29436492919925 12.84999990463257 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 5 22 15 8 9 -5 -6 -12 19 -9 27 18 26 -18 29 -10 21 28 23 24 -4 -26 -17 -11 -21 -7 right_child=1 2 3 7 10 6 -8 13 12 14 11 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-1.5492399136442149e-05 0.0019570397805898153 0.0024416284719584371 -0.0033308043715848156 -0.0054400092481386173 -0.0024959091922033961 -0.0076015346159107851 0.0310796553988687 -0.0090458905963977394 0.0022210520312726865 -0.012977082402785384 -0.0020285917119811834 0.011300491240613336 0.0035246060192887121 -0.00014104902887651416 0.003953857456742379 -0.0074396813436763513 0.011755937911664131 -0.0017429964525988344 0.0017088545924410033 0.0064901219516554295 0.0015002136079720627 5.3661978463753075e-05 0.013293363072819288 0.023758985606305627 -0.0096225791158211366 0.016877137740021166 0.016113332831966028 -0.00066079056531727462 -0.0088244594228016372 0.016320950691314305 leaf_weight=1233117 6430 3714 2329 1086 314 398 22 260 7895 126 192 483 3740 45172 1058 989 151 591 2893 85 6992 6744 62 23 999 46 35 3775 862 34 leaf_count=1233117 6430 3714 2329 1086 314 398 22 260 7895 126 192 483 3740 45172 1058 989 151 591 2893 85 6992 6744 62 23 999 46 35 3775 862 34 internal_value=6.45111e-06 0.000283978 0.000165852 6.90958e-05 -0.00144654 -0.00211331 -0.000564488 0.000255367 0.000886245 -0.000968448 0.00433259 0.00750911 0.00131225 -0.000194032 1.08055e-05 -0.000702342 -0.00342517 0.00100409 0.000743825 0.000945778 0.000258379 -0.000870254 -0.00438841 -0.00472405 -0.00491821 -0.00845608 -0.00663465 -0.0010586 -0.00744987 -0.00571875 internal_weight=1.33062e+06 97500 91070 87356 9561 8572 5113 77795 32363 6045 989 675 26318 45432 4959 5091 1766 742 3325 22578 14683 7691 3459 3397 3374 1045 1024 3901 947 432 internal_count=1330617 97500 91070 87356 9561 8572 5113 77795 32363 6045 989 675 26318 45432 4959 5091 1766 742 3325 22578 14683 7691 3459 3397 3374 1045 1024 3901 947 432 cat_boundaries=0 1 2 3 cat_threshold=5440 2080 5378 is_linear=0 shrinkage=0.05 Tree=915 num_leaves=31 num_cat=0 split_feature=60 52 53 135 134 79 30 67 104 28 123 29 78 101 30 123 76 58 60 32 29 85 106 18 55 37 120 0 83 90 split_gain=3.62956 7.45379 6.85569 6.79937 6.61667 6.35664 8.74355 7.94541 8.59056 9.24496 9.81815 8.753 9.90346 9.6 7.97723 16.4434 13.005 11.6002 10.0689 7.96631 10.5458 8.71557 7.82634 7.80664 9.34023 8.12838 12.6619 10.5791 7.99615 7.62037 threshold=0.86474883556365978 60.885000228881843 63.390001296997077 1023.8500061035157 1026.2500000000002 6.5450000762939462 1030.2500000000002 32.764999389648445 -0.74558454751968373 1029.350036621094 0.30069434642791754 1004.7500000000001 22.765000343322757 0.38534870743751531 1006.3500061035157 -0.87878364324569691 27.634999275207523 279.06686401367193 0.79575085639953624 11.449999809265138 1001.9500122070314 0.73491171002388012 -0.91492855548858631 14.550000190734865 96.845001220703139 14.250000000000002 -0.63605400919914235 254.50000000000003 288.14309692382818 -0.90859699249267567 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 6 -3 22 14 10 29 12 -12 -13 15 17 18 -9 -17 21 -21 -14 -7 24 25 -16 27 -27 -29 -10 right_child=-2 3 -4 4 -6 7 -8 8 9 -11 11 13 19 -15 23 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-2.1377746568096141e-06 -0.00051438805354966303 0.0027110578780353699 -0.0016777583395224589 -0.019096980339381845 0.0084377214634635805 -0.0030524283940135434 -0.0096483626227895566 0.0037978916682980279 -0.0050150595566390115 0.019441866802437039 0.034044909476125172 -0.0013182582305316661 0.021558040705689743 0.014124879324534798 0.0039744916728820245 0.027479857845351147 -0.0025010954801871119 0.049420013700268772 0.0066750749205239119 0.033998608148219638 -0.0022432737477014169 -0.0094130629969432084 0.00022821549645316936 0.00031799280857058154 -0.00013207917311025764 0.05525345664302056 0.0056128881314033343 0.0098339462617752713 0.036806601903943095 -0.00010120363246895011 leaf_weight=1263140 34197 5390 6134 80 30 2380 147 22 1266 58 42 652 31 119 1714 82 279 38 200 49 34 85 7698 3673 1075 22 310 93 39 2094 leaf_count=1263140 34197 5390 6134 80 30 2380 147 22 1266 58 42 652 31 119 1714 82 279 38 200 49 34 85 7698 3673 1075 22 310 93 39 2094 internal_value=-5.93375e-06 7.47252e-06 -1.02355e-05 0.000818835 -0.0115875 0.000868295 0.00238293 0.000488039 0.00135858 -0.000389225 -0.000652309 0.00366511 0.0119823 0.00106531 0.00238452 0.00781332 0.00515251 0.0326919 0.0127247 0.00732588 0.0191525 -0.0011363 -0.000546535 0.00189776 0.00368149 0.00556376 0.0114345 0.0231532 0.0178031 -0.00195267 internal_weight=1.33117e+06 1.29698e+06 1.26927e+06 27702 110 27592 5537 22055 11977 4430 4372 1012 241 771 7547 621 561 60 282 199 83 116 10078 6926 3253 2178 464 154 132 3360 internal_count=1331173 1296976 1269274 27702 110 27592 5537 22055 11977 4430 4372 1012 241 771 7547 621 561 60 282 199 83 116 10078 6926 3253 2178 464 154 132 3360 is_linear=0 shrinkage=0.05 Tree=916 num_leaves=31 num_cat=1 split_feature=12 89 14 15 121 27 90 98 23 35 120 23 92 94 9 39 120 31 136 30 14 120 21 27 132 27 89 120 52 15 split_gain=3.81985 6.6554 5.80451 5.38646 7.79201 8.27168 7.68507 7.48793 6.36739 6.03482 6.01041 5.48733 6.69939 6.02865 5.92317 5.45443 4.61664 5.34941 4.59351 5.01367 7.07253 4.93705 4.57817 4.53173 4.41492 4.35526 4.26748 4.16706 4.1367 6.84784 threshold=5.5950000286102304 -0.99625250697135914 6.0450000762939462 3.9050000905990605 -0.16504132002592084 273.50000000000006 -0.87275609374046315 -0.70842221379280079 8.9449996948242205 15.250000000000002 -0.72534674406051625 8.3649997711181658 -0.53636515140533436 -0.1872802600264549 18.250000000000004 12.449999809265138 0.23343648016452792 1009.4500122070314 0 1018.3500061035157 5.305000066757203 0.11319890245795251 9.2349996566772479 177.50000000000003 1017.7500000000001 273.50000000000006 -0.97890946269035328 0.39873388409614569 224.33499908447268 5.555000066757203 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=28 2 -2 7 5 6 -5 10 9 -9 -3 13 -13 14 -6 26 25 23 19 21 27 -14 -20 -18 -24 -15 -12 -21 -1 -30 right_child=1 3 -4 4 11 -7 -8 8 -10 -11 15 12 18 16 -16 -17 17 -19 22 20 -22 -23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-3.5150097948413896e-06 -0.015029328843811527 -0.008904838952568956 0.0025001186695915939 -0.0013394953135552037 -0.02581465948711742 1.603383719562911e-05 0.012425756604705001 -0.012963842487880043 0.0037860947790140488 0.014595919696702845 -0.0080364076241564286 0.021649175036388139 0.0053661901043960828 -0.0066951019530002353 0.0076787978177890182 -0.0016325022963952626 0.023766906949735822 0.029546938051243088 -0.015131463084006841 -0.015620580133982005 -0.023314804336160563 -0.0091833990303323027 0.00094288510768835592 -0.0053138451871377222 -0.016786905829059451 0.0080778750249210305 0.014197341434764824 0.015913711380298165 0.0012854185141047822 0.011770506961430539 leaf_weight=1325994 160 144 67 148 33 975 322 367 83 21 26 24 80 92 22 243 21 37 59 20 107 215 462 37 38 109 127 22 931 187 leaf_count=1325994 160 144 67 148 33 975 322 367 83 21 26 24 80 92 22 243 21 37 59 20 107 215 462 37 38 109 127 22 931 187 internal_value=-5.63706e-06 -0.00153677 -0.00985544 -0.00104425 7.72952e-05 0.00264255 0.00809117 -0.00417591 -0.00878338 -0.0114722 -0.000157184 -0.00261268 -0.00445725 0.00278438 -0.0124173 0.00302378 0.00560902 0.0146919 -0.00508193 -0.00881526 -0.0164899 -0.00523775 -0.00192451 0.00521539 -0.000404579 0.00131611 0.0104191 0.000897382 -9.51745e-07 0.00303919 internal_weight=1.33117e+06 4061 227 3834 2823 1445 470 1011 471 388 540 1378 1027 351 55 396 296 95 1003 444 149 295 559 58 500 201 153 42 1.32711e+06 1118 internal_count=1331173 4061 227 3834 2823 1445 470 1011 471 388 540 1378 1027 351 55 396 296 95 1003 444 149 295 559 58 500 201 153 42 1327112 1118 cat_boundaries=0 1 cat_threshold=30 is_linear=0 shrinkage=0.05 Tree=917 num_leaves=31 num_cat=1 split_feature=12 89 14 15 2 6 20 23 31 3 117 136 26 98 124 20 120 15 39 3 0 29 72 86 39 11 125 43 113 18 split_gain=3.44742 6.0065 5.23857 4.86128 7.1796 7.95511 6.97821 9.49226 8.23725 8.34402 6.99846 6.94067 6.78438 6.77945 6.35365 6.20126 5.52891 5.49704 5.29999 4.81468 4.811 5.7814 4.6636 4.64521 4.56172 4.54084 4.46198 6.92486 5.43352 4.45137 threshold=5.5950000286102304 -0.99625250697135914 6.0450000762939462 3.9050000905990605 173.50000000000003 14.550000190734865 9.6350002288818377 9.3750000000000018 1005.4500122070314 292.50000000000006 0.14780378341674807 0 232.50000000000003 -0.71583524346351612 0.94260558485984813 10.644999980926515 -0.72534674406051625 6.0250000953674325 14.250000000000002 316.50000000000006 292.50000000000006 1013.5499877929689 0.91740557551383983 0.71116140484809887 12.449999809265138 13.34999990463257 -0.94828754663467396 9.1500000953674334 -0.13052122294902799 18.219999313354496 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 13 5 12 8 14 9 -6 15 22 -5 16 -8 -9 -3 -17 29 -13 -12 23 -10 -22 -18 -19 -7 28 -28 -15 right_child=1 3 -4 4 6 26 7 10 11 -11 20 19 -14 18 -16 17 24 25 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-9.041580473495304e-07 -0.014277862442104378 -0.008459597055075898 0.0023751128427688655 0.016346649455704861 -0.0081047142249181733 -0.0046225493321461336 0.012689574420958909 -0.0035613187086464986 0.0073521056243942666 -0.043238445576280357 -0.0069289410906682924 -0.016106786378933226 -0.0061219528073646126 -0.01264961707951485 -0.010583429923281075 0.00021491461278249822 0.0098804842681473985 0.022313461857847869 0.0053471233455404162 0.002050350639365206 0.0053737814577811578 -0.0026380481240119331 -0.012551843527365814 0.032049731284379955 -0.001257596038049087 -0.0025703794238242238 0.012248829791658662 0.038081317618489263 -0.012971536636593686 0.0011757439068917717 leaf_weight=1327112 160 144 67 35 109 70 351 89 272 20 272 85 838 346 32 63 149 110 62 64 47 148 33 25 240 22 90 20 28 70 leaf_count=1327112 160 144 67 35 109 70 351 89 272 20 272 85 838 346 32 63 149 110 62 64 47 148 33 25 240 22 90 20 28 70 internal_value=-5.35521e-06 -0.00145993 -0.00936267 -0.000992035 7.34304e-05 -0.0031275 0.00205977 0.00430422 -0.00240219 -0.0135518 0.00112529 0.000765876 -0.00522115 -0.00396712 0.0107451 0.00737505 -8.97052e-05 0.0123665 -0.00829068 -0.00778525 -0.0024823 0.00301536 0.00503353 0.0146363 0.00300866 0.0181662 0.00565981 0.0108755 0.00626434 -0.0103232 internal_weight=1.33117e+06 4061 227 3834 2823 1081 1742 1159 583 129 776 454 873 1011 383 284 533 195 478 149 492 220 305 72 389 132 208 138 118 416 internal_count=1331173 4061 227 3834 2823 1081 1742 1159 583 129 776 454 873 1011 383 284 533 195 478 149 492 220 305 72 389 132 208 138 118 416 cat_boundaries=0 1 cat_threshold=403 is_linear=0 shrinkage=0.05 Tree=918 num_leaves=31 num_cat=0 split_feature=60 52 54 12 126 14 107 105 34 120 135 73 12 20 8 133 134 107 71 4 87 32 68 36 120 126 28 84 52 21 split_gain=3.25703 6.79431 6.40408 10.6295 6.33417 6.34505 10.8114 7.125 9.58412 9.64821 6.14196 6.1476 6.47006 6.31972 6.12345 6.63089 5.96958 5.82173 5.60784 5.6055 5.53045 7.67357 7.3217 9.93155 7.70237 7.49255 8.87481 7.28049 6.56302 9.32837 threshold=0.86474883556365978 60.885000228881843 68.395000457763686 3.2749999761581425 -0.73724925518035878 3.995000004768372 -0.9466172158718108 -0.80565792322158802 13.150000095367433 -0.21643137186765668 1023.8500061035157 0.7875880002975465 2.6950000524520878 10.055000305175783 14.650000095367433 1025.2500000000002 1026.2500000000002 -0.56735447049140919 313.85595703125006 9.6500000953674334 0.73064917325973522 7.1499998569488534 286.40403747558599 14.250000000000002 -0.92384436726570118 -0.061046212911605828 1022.2500000000001 0.81790485978126537 23.57499980926514 9.1350002288818377 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 7 -7 17 9 -9 11 12 -3 -14 15 -13 -12 -4 -6 -20 -2 22 25 24 27 26 28 -24 29 -22 right_child=20 10 3 -5 18 6 -8 8 -10 -11 16 14 13 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-9.9163110108221028e-07 -0.0017230005843911454 0.0035861076344142154 -0.0023721475216921251 -0.0037999254056533456 -0.0013767037834891177 0.04599814958249529 0.0029088830927739276 0.042830400265132393 -0.0034593433328514358 0.011180329455642915 -0.018141910131671466 0.0015887820029169991 0.00024072090691043009 -0.0028530255344338586 -0.0012915642583925784 0.029056432115199145 0.0080117599223740402 0.024653434473466837 0.0040748622757181977 0.030483059077100323 -0.0023536296002566815 -0.00037384246582923824 0.0017127296368760819 0.035510541747013728 0.0038222162039500442 -0.006227702075705009 0.034274905534887996 0.039581390942136446 -0.002739966582866825 0.042288033731959086 leaf_weight=1262375 7154 946 390 2949 2986 24 37 30 86 122 80 17240 4878 2495 2011 22 30 21 232 22 25 25401 22 27 999 335 24 30 158 22 leaf_count=1262375 7154 946 390 2949 2986 24 37 30 86 122 80 17240 4878 2495 2011 22 30 21 232 22 25 25401 22 27 999 335 24 30 158 22 internal_value=-5.08745e-06 7.61221e-06 -9.29433e-06 -0.00152852 0.000167275 0.00444448 0.019862 0.00299537 0.00987987 0.0174271 0.00078225 0.000829259 -0.00030672 -0.000806193 0.00131959 0.00162379 -0.0110091 -0.000991278 -0.000770013 0.00636219 -0.000486742 -0.0001597 0.00315298 0.005568 0.00479878 -0.00146295 0.00550733 0.02356 0.00213942 0.0185425 internal_weight=1.33117e+06 1.29698e+06 1.26927e+06 6899 3950 710 61 649 238 152 27702 27592 8319 7373 19273 17262 110 411 3240 254 34197 27043 1642 1078 1051 564 229 52 205 47 internal_count=1331173 1296976 1269274 6899 3950 710 61 649 238 152 27702 27592 8319 7373 19273 17262 110 411 3240 254 34197 27043 1642 1078 1051 564 229 52 205 47 is_linear=0 shrinkage=0.05 Tree=919 num_leaves=31 num_cat=1 split_feature=38 36 32 110 11 56 12 35 40 136 85 28 55 66 19 41 127 33 33 55 30 32 97 37 20 28 31 32 39 9 split_gain=3.40832 16.0458 8.84924 11.0442 12.3279 11.5707 8.88991 13.2766 14.93 12.5725 19.9164 15.0702 12.5368 14.832 13.327 11.0785 17.264 14.4678 20.8674 24.219 14.485 12.6075 11.5078 12.5653 11.3246 11.9025 18.0394 28.1177 13.0141 10.96 threshold=11.550000190734865 11.750000000000002 13.650000095367433 -0.61962181329727162 9.0500001907348651 241.05822753906253 3.2150000333786015 12.050000190734865 11.449999809265138 0 0.75963538885116588 1011.1499938964845 12.09500026702881 15.904999732971193 8.0099999904632586 5.4500000476837167 0.061046212911605842 10.050000190734865 2.7500000000000004 14.605000019073488 1001.8500061035157 4.5499999523162851 -0.96708026528358448 10.650000095367433 7.4749999046325692 1025.2500000000002 1024.6499633789065 8.5500001907348651 10.250000000000002 7.0499999523162851 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 6 4 5 -4 -1 8 9 15 -11 -12 14 -14 -13 16 -8 18 -18 20 -20 -21 -17 -24 -22 26 29 -28 -27 -26 right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 11 12 13 -15 -16 22 17 -19 19 21 24 -23 23 -25 25 28 27 -29 -30 -31 leaf_value=0.00031669487376885622 -0.00097398655612403488 -3.3908670610496093e-06 0.0087100534777467455 -0.0039364522015914232 -0.001212138405231678 0.059530663716473753 -0.001072474627585403 0.0025256415762534025 -0.018195636905124032 -0.0055441777335124912 0.0049017361112338688 0.0030058637696903749 0.010257490653550361 -0.00097850353197681062 -0.0070616793311847033 0.010517337354230544 -0.0039012372290191362 -0.0008960021782730012 -0.014767243826685296 0.034194098637197856 0.0036439508266553713 -0.00020658451739259334 0.00020566317567834912 -0.0039566639485053724 0.0045926063370926662 -0.0063294446473065313 0.07787556410408937 0.0062685168901978243 0.010200539654395968 0.013734968310143245 leaf_weight=209313 44404 1037661 24 1988 69 21 8547 3273 123 3154 1017 418 327 2885 1539 186 835 2808 73 27 1098 1964 3307 4014 469 210 26 29 275 1089 leaf_count=209313 44404 1037661 24 1988 69 21 8547 3273 123 3154 1017 418 327 2885 1539 186 835 2808 73 27 1098 1964 3307 4014 469 210 26 29 275 1089 internal_value=-4.83307e-06 -4.32206e-05 0.000161913 -0.00306856 0.0120662 0.0324263 0.000189404 -0.000517455 -0.000806823 -0.000744461 -0.00230818 -0.00066201 -0.00175668 0.000165385 -0.00491133 -0.000158259 0.000532633 0.00207356 0.00344165 0.0046073 0.00725509 0.000259924 -0.00176445 -0.00207648 0.0077581 0.00991126 0.0119764 0.0401191 0.00304323 0.0109829 internal_weight=1.33117e+06 1.08206e+06 249108 2102 114 45 247006 37693 34420 34297 9340 6186 5169 3212 1957 24957 17450 8903 6095 5260 3269 1991 7507 7321 3196 2098 1613 55 485 1558 internal_count=1331173 1082065 249108 2102 114 45 247006 37693 34420 34297 9340 6186 5169 3212 1957 24957 17450 8903 6095 5260 3269 1991 7507 7321 3196 2098 1613 55 485 1558 cat_boundaries=0 1 cat_threshold=156 is_linear=0 shrinkage=0.05 Tree=920 num_leaves=31 num_cat=3 split_feature=63 33 0 136 84 35 79 76 94 38 67 134 61 12 104 60 22 54 10 28 35 136 107 4 17 33 136 75 66 30 split_gain=3.75155 7.50825 7.70914 10.075 14.8776 19.4309 10.8875 10.6202 11.4068 10.537 9.58235 11.4698 11.2561 12.6998 11.1149 10.3053 8.6818 8.24896 8.27556 7.85132 17.4505 18.3245 15.2605 9.7285 9.6898 10.5557 9.35816 8.43947 7.8497 11.8216 threshold=0.73923647403717052 15.84999990463257 115.50000000000001 0 0.79603073000907909 16.44999980926514 10.635000228881838 0.90500000119209301 -0.08776653558015822 16.849999427795414 9.4049997329711932 1024.549987792969 0.8872080147266389 3.1550000905990605 -0.83027279376983631 0.72718179225921642 9.2849998474121112 6.5750000476837167 7.9500000476837167 1025.7500000000002 10.750000000000002 1 -0.90106010437011708 3.7500000000000004 11.269999980926515 12.250000000000002 2 0.87092018127441417 25.144999504089359 1026.850036621094 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 left_child=-1 2 3 4 7 6 10 8 -2 -9 -6 12 13 17 15 -15 19 -12 -19 -4 26 22 23 -22 25 -24 -21 -25 -23 -30 right_child=1 -3 16 -5 5 -7 -8 9 -10 -11 11 -13 -14 14 -16 -17 -18 18 -20 20 21 28 24 27 -26 -27 -28 -29 29 -31 leaf_value=-3.3122037707048481e-05 0.04118788523646072 -0.001103443561826057 0.00077464112831310446 -0.00084816974773568833 0.00045597410206501296 0.037903089854621499 0.00051001359725870216 -0.00097089119610817515 0.0058392897760584407 0.030316249553666071 0.014221458316998507 0.027621270237568753 -0.0058928741294743316 0.058968307543545963 0.0098439083410513835 0.021325576323394976 -0.00024308312868183532 0.0054952951900720881 -0.0061029610730221739 0.0047234497603232083 0.0050295045981183645 -0.0023552796021827378 0.0053468168846198495 0.017188069981854563 0.0056437025513655197 0.054906274293634032 -0.0027460722933422841 0.039596572460964173 -0.00070582649185932204 0.017603727050576976 leaf_weight=1193839 25 9610 61823 24761 865 39 3191 8137 262 27 218 64 177 24 193 75 22326 937 184 655 50 428 21 73 375 22 1125 99 192 163 leaf_count=1193839 25 9610 61823 24761 865 39 3191 8137 262 27 218 64 177 24 193 75 22326 937 184 655 50 428 21 73 375 22 1125 99 192 163 internal_value=-4.7641e-06 0.000243911 0.000346242 -0.000236511 0.000813956 0.00272595 0.00249453 -0.000535086 0.00891844 -0.000867418 0.00480822 0.00681927 0.00608292 0.00738256 0.0168306 0.0304511 0.000607617 0.0053222 0.00359157 0.000899696 0.00331346 0.00744111 0.0136352 0.0244426 0.00822155 0.0307028 1.36528e-05 0.030086 0.00217633 0.0077011 internal_weight=1.32998e+06 136141 126531 39179 14418 5967 5928 8451 287 8164 2737 1872 1808 1631 292 99 87352 1339 1121 65026 3203 1423 640 222 418 43 1780 172 783 355 internal_count=1329980 136141 126531 39179 14418 5967 5928 8451 287 8164 2737 1872 1808 1631 292 99 87352 1339 1121 65026 3203 1423 640 222 418 43 1780 172 783 355 cat_boundaries=0 1 2 3 cat_threshold=1408 1666 84 is_linear=0 shrinkage=0.05 Tree=921 num_leaves=31 num_cat=3 split_feature=63 67 64 20 136 38 11 85 104 55 15 36 31 136 14 112 35 36 9 135 85 30 111 7 31 136 79 2 31 135 split_gain=3.38588 7.14678 20.466 12.5217 11.1913 11.8053 10.8835 8.88688 8.8504 11.8443 11.0371 8.72342 8.50131 13.6342 8.19968 11.7369 10.4839 9.57933 11.6907 9.14637 8.07027 8.4562 12.3808 17.4872 8.7855 8.05647 7.97935 8.58211 8.15552 10.9391 threshold=0.73923647403717052 23.835000038146976 26.505000114440922 5.1549999713897714 0 13.650000095367433 9.0500001907348651 0.76632201671600353 -0.77891412377357472 48.454999923706062 3.7250000238418584 11.050000190734865 1029.350036621094 1 2.4850000143051152 -0.99353402853012074 14.650000095367433 16.650000572204593 9.4499998092651385 1018.7500000000001 0.79361233115196239 1013.0499877929689 -0.035268876701593392 4.6499998569488534 1011.5499877929689 2 1.0149999856948855 1.0000000180025095e-35 1005.9500122070314 1020.7500000000001 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=-1 6 3 -3 20 8 26 -8 9 10 -6 -11 -4 -14 15 17 19 18 -7 -16 21 22 -5 -24 -25 -9 27 -2 29 -28 right_child=1 2 12 4 5 14 7 25 -10 11 -12 -13 13 -15 16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31 leaf_value=-3.1465935471184888e-05 0.012962957068536713 0.027658325917226202 -9.3508158148970441e-05 0.0018670672421604848 0.0027444166088671251 0.0054435294823275068 0.005771253652773767 -0.0014384131253081496 0.0014974095603746593 0.00060493319980576166 0.024686258213578501 0.0087742789799899329 0.001875324171080262 0.020654505210509527 -0.0044355167992691747 0.0017530198230867246 0.0023700649345358617 0.047527555245906121 0.043174212860564394 0.0075365545869405777 -0.002442297340602282 0.00061633701344285816 0.0040536990265964586 0.022277568288457894 0.065759201978261655 0.002078669327407153 -0.0031493858735673706 0.001703227976116959 -0.00024015169651196542 0.0017700281666980624 leaf_weight=1193839 186 47 42716 164 4835 142 1094 2398 4173 395 58 1892 458 115 1805 2183 1324 20 24 175 2340 1693 51 21 26 5032 5250 1877 54207 1440 leaf_count=1193839 186 47 42716 164 4835 142 1094 2398 4173 395 58 1892 458 115 1805 2183 1324 20 24 175 2340 1693 51 21 26 5032 5250 1877 54207 1440 internal_value=-4.52547e-06 0.000231719 0.000612633 0.00187878 0.00182196 0.00239651 -0.000112816 0.0015639 0.0033286 0.00439289 0.00300451 0.00736331 -1.23549e-05 0.00603746 0.000535398 0.00278031 -0.00107423 0.0148372 0.0108986 -0.00337738 -0.000460165 0.00190996 0.0102691 0.0243297 0.0463312 0.000944408 -0.000339823 0.0027184 -0.000443426 -0.0020905 internal_weight=1.32998e+06 136141 64657 21368 21321 17026 71484 8524 11353 7180 4893 2287 43289 573 5673 2369 3304 186 166 1980 4295 1955 262 98 47 7430 62960 2063 60897 6690 internal_count=1329980 136141 64657 21368 21321 17026 71484 8524 11353 7180 4893 2287 43289 573 5673 2369 3304 186 166 1980 4295 1955 262 98 47 7430 62960 2063 60897 6690 cat_boundaries=0 1 2 3 cat_threshold=6256 144 5536 is_linear=0 shrinkage=0.05 Tree=922 num_leaves=31 num_cat=5 split_feature=28 77 78 12 38 63 16 23 33 1 6 116 136 0 0 53 116 30 136 4 71 0 136 121 136 64 82 24 136 76 split_gain=3.16858 3.29871 5.08573 4.36301 3.69677 3.10394 3.06266 13.5988 13.8837 10.607 10.2131 13.1431 27.1334 15.5452 14.4351 12.4787 12.124 16.2694 10.4529 9.40635 9.09377 9.04096 9.81907 12.8667 8.79677 8.88306 8.70017 8.3147 7.64251 10.6791 threshold=1034.4500122070315 11.815000057220461 20.945000648498539 3.1350001096725468 10.250000000000002 0.74540367722511303 6.4600000381469735 6.3450000286102304 9.8499999046325701 330.50000000000006 3.5499999523162846 -0.73724925518035878 0 120.50000000000001 155.50000000000003 1.5950000286102297 -0.98321744799613942 1015.7500000000001 1 8.7500000000000018 312.88763427734381 255.50000000000003 2 -0.41467745602130884 3 2.5249999761581425 333.43092346191412 108.50000000000001 4 27.634999275207523 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 1 2 left_child=6 3 4 5 -3 -2 7 10 -9 27 18 12 13 -12 15 16 17 -14 -1 -20 -15 -13 23 24 -23 -26 -24 -10 -29 -30 right_child=1 2 -4 -5 -6 -7 -8 8 9 -11 11 21 14 20 -16 -17 -18 -19 19 -21 -22 22 26 -25 25 -27 -28 28 29 -31 leaf_value=-0.00086329990766174306 0.0078244968119929263 0.0091589944866987388 -0.0026274372306943406 -0.0095535419430010596 0.035573998604107787 -0.0044593145536697089 1.4172454216872447e-05 0.0080064443164166426 -0.0098205755859481058 0.0071720332327175678 0.0209370962956122 -0.0020030515762410367 0.017541383954146544 -0.0039924318470386201 0.0033005256351891113 0.0040137108658517577 0.012472579308747095 0.05205674654129764 0.0021597201839134747 -0.0047033999128188097 0.023016369473771194 -0.0059969523034937655 -0.00019416289670578469 0.0012164143765403424 -0.0024282581556027659 0.003017364902231283 0.0071082420360510353 -0.0016349011066237444 0.0032429326922112037 -0.010630252790165318 leaf_weight=6491 211 26 32 65 27 68 1244414 821 197 623 70 14210 83 1195 557 172 194 58 8605 530 32 1554 32924 2930 8020 826 413 2024 2461 147 leaf_count=6491 211 26 32 65 27 68 1244414 821 197 623 70 14210 83 1195 557 172 194 58 8605 530 32 1554 32924 2930 8020 826 413 2024 2461 147 internal_value=-4.29049e-06 0.0042921 0.0131124 0.00211266 0.0226157 0.00483059 -5.67678e-06 -0.000295805 0.00194478 0.00103198 -0.000474026 -0.000756869 0.00290336 -0.00196544 0.00877436 0.0149611 0.0205818 0.0317392 0.000670631 0.00175961 -0.00328805 -0.000898824 -0.000562589 -0.00170895 -0.00253476 -0.0019176 -0.000103665 0.000239836 0.000667708 0.00245157 internal_weight=1.32998e+06 429 85 344 53 279 1.32955e+06 85137 6273 5452 78864 63238 2361 1297 1064 507 335 141 15626 9135 1227 60877 46667 13330 10400 8846 33337 4829 4632 2608 internal_count=1329980 429 85 344 53 279 1329551 85137 6273 5452 78864 63238 2361 1297 1064 507 335 141 15626 9135 1227 60877 46667 13330 10400 8846 33337 4829 4632 2608 cat_boundaries=0 1 2 3 4 5 cat_threshold=409 1128 724 128 2205 is_linear=0 shrinkage=0.05 Tree=923 num_leaves=31 num_cat=3 split_feature=63 32 60 126 1 10 56 136 39 38 54 38 127 1 136 35 13 136 127 107 120 124 77 11 0 30 8 106 5 36 split_gain=3.02368 7.86571 7.10275 7.59094 15.1374 19.5998 12.3107 11.3109 12.8857 12.3548 16.5367 12.6435 9.99414 10.8034 12.9779 13.704 19.2965 10.817 10.1895 11.6977 10.2048 9.97554 9.5788 8.92251 8.43943 8.98032 12.3838 15.634 10.9868 13.6435 threshold=0.73923647403717052 15.949999809265138 0.83062323927879345 -0.43049471080303187 249.50000000000003 4.1499998569488534 296.90977478027349 0 9.6500000953674334 9.6500000953674334 47.034999847412116 9.5500001907348651 0.33379416167736059 292.50000000000006 1 16.349999427795414 2.3149999380111699 2 -0.43049471080303187 -0.91211622953414906 -0.78257837891578663 -0.97625884413719166 28.554999351501468 5.9500000476837167 323.50000000000006 1016.9500122070314 7.0499999523162851 -0.16687154769897458 3.3500000238418584 11.750000000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 7 -6 -5 8 9 10 11 -2 13 14 15 -8 -17 18 19 20 -15 -7 -23 -22 25 26 -10 -28 -27 -30 right_child=1 -3 -4 6 5 21 12 -9 24 -11 -12 -13 -14 17 -16 16 -18 -19 -20 -21 23 22 -24 -25 -26 28 27 -29 29 -31 leaf_value=-2.9537886071619555e-05 0.020375042483210565 -0.001223755244831779 -0.00020560540272741127 -0.000129502244808573 0.0011225222599034329 0.044377176206381548 0.0037270906753464083 0.0020945086676732983 0.00075464005865028667 -0.013198357185831778 0.00050690078893928111 0.071742813353953147 0.00060550065414049278 0.06487563162110746 -0.00090849447403478899 -0.007382194153033198 0.056457833907213706 0.0037378014854404853 0.0072031668952531039 0.0058770374824794443 0.01387666463153437 0.011539897159882559 -0.0021185561668438219 0.045642901032364798 0.013107660715508604 -0.0035399544363283945 -0.0068389152208979485 0.0039733686752942169 -0.003945337414107122 0.0053746242609507703 leaf_weight=1193839 25 8832 42790 45193 1314 21 2786 9149 1610 27 37 23 14234 20 2249 20 29 905 248 65 60 890 150 35 107 918 1916 405 525 1558 leaf_count=1193839 25 8832 42790 45193 1314 21 2786 9149 1610 27 37 23 14234 20 2249 20 29 905 248 65 60 890 150 35 107 918 1916 405 525 1558 internal_value=-4.07915e-06 0.000219172 0.000319274 0.000585009 0.00147476 0.00520406 0.000332653 0.00093138 -0.000558876 0.0162666 0.0256261 0.0449888 0.00134404 0.00298225 0.00193175 0.00417339 0.0304007 0.00698882 0.0134612 0.0228312 0.032414 0.0102589 0.00956993 0.02558 -0.000827386 -0.00104248 -0.0026149 -0.00495224 0.00101722 0.00302562 internal_weight=1.32998e+06 136141 127309 84519 18675 2375 65844 16300 7151 112 85 48 20651 6417 5084 2835 49 1333 428 180 115 1061 1040 95 7039 6932 3931 2321 3001 2083 internal_count=1329980 136141 127309 84519 18675 2375 65844 16300 7151 112 85 48 20651 6417 5084 2835 49 1333 428 180 115 1061 1040 95 7039 6932 3931 2321 3001 2083 cat_boundaries=0 1 2 3 cat_threshold=1809 1280 513 is_linear=0 shrinkage=0.05 Tree=924 num_leaves=31 num_cat=0 split_feature=35 34 3 36 34 15 12 124 36 132 135 130 73 100 132 36 33 22 130 14 26 71 36 35 88 65 32 79 104 16 split_gain=3.05369 13.1297 11.4917 14.5561 10.8198 10.5847 9.27213 12.9849 15.0047 9.11003 16.7069 16.9634 25.7467 14.6693 18.7439 15.7037 14.714 14.5522 16.8698 14.9902 12.9956 12.0644 11.9508 13.8782 11.8415 11.7428 10.8696 10.8116 10.7369 11.9389 threshold=13.34999990463257 13.150000095367433 290.50000000000006 12.750000000000002 14.150000095367433 0.72500002384185802 0.72500002384185802 0.1650413200259209 10.84999990463257 1019.1499938964845 1015.2500000000001 255.50000000000003 0.67413255572319042 -0.15846171230077741 1014.6499938964845 11.449999809265138 7.5499999523162851 8.3150000572204608 110.50000000000001 1.6749999523162844 202.50000000000003 288.29499816894537 10.34999990463257 8.4499998092651385 -0.96328642964363087 12.50500011444092 9.6500000953674334 14.765000343322756 -0.97617894411087025 14.550000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -3 -4 -2 6 -1 -8 -9 10 -7 12 17 14 -14 -16 -15 24 -19 -20 -13 25 -11 -24 -12 -22 -18 28 29 -25 right_child=4 2 3 -5 -6 9 7 8 -10 22 11 20 13 16 15 -17 26 18 19 -21 21 -23 23 27 -26 -27 -28 -29 -30 -31 leaf_value=0.00017964744459740339 0.000427585512638846 -0.00016531094445999068 -0.0034577346470665567 -0.00085882469935289005 -5.2745591338795189e-05 -2.746066513288338e-05 0.0012144383092977733 0.02017269541321394 0.0052998543403290008 0.0072584464511056615 0.029463851314762403 0.01466485296629381 -0.0072189630474895246 0.042185985923490744 0.062838020027968386 0.017367518606426362 -0.014132980553377736 0.0064261185535444661 0.077582453414797789 0.030123950284391271 -0.0015501052200973969 0.0018614953183244696 -0.013080367299554488 0.002386836991774235 0.0056727027008385555 -0.013801413158555906 0.0021957463798534175 -0.004625678755126132 -0.0010724950295825917 0.023018806152641007 leaf_weight=4053 163071 43931 6827 25555 417158 652640 2225 195 1301 342 63 159 44 22 29 55 110 65 20 99 886 2772 287 253 308 251 1387 2211 3564 97 leaf_count=4053 163071 43931 6827 25555 417158 652640 2225 195 1301 342 63 159 44 22 29 55 110 65 20 99 886 2772 287 253 308 251 1387 2211 3564 97 internal_value=-3.87335e-06 -7.05234e-05 -0.00069209 -0.00140675 8.22495e-05 -8.83963e-08 0.00183419 0.00363636 0.00723849 -2.15102e-05 -2.78311e-06 0.00256589 0.00610076 0.00296226 0.0192178 0.0330657 0.00159247 0.0154145 0.026911 0.0381002 0.000652465 8.25063e-05 -0.00184849 -0.00233424 0.00971271 -0.00425466 0.000995907 -0.0018307 -0.000251834 0.00810484 internal_weight=1.32998e+06 749751 76313 32382 580229 673438 7774 3721 1496 665664 658910 6270 2202 1647 128 84 1519 555 184 119 4068 3909 6754 6412 371 1137 1497 6125 3914 350 internal_count=1329980 749751 76313 32382 580229 673438 7774 3721 1496 665664 658910 6270 2202 1647 128 84 1519 555 184 119 4068 3909 6754 6412 371 1137 1497 6125 3914 350 is_linear=0 shrinkage=0.05 Tree=925 num_leaves=31 num_cat=1 split_feature=77 41 32 70 136 38 36 104 75 58 35 28 35 11 115 71 6 30 28 23 54 35 114 116 11 55 23 63 15 72 split_gain=3.54951 12.9017 10.7863 12.7569 9.30511 9.36533 12.4771 14.7845 14.1916 13.0666 11.9537 11.5143 11.6097 13.7264 11.5089 10.9375 11.4161 10.6421 12.9695 12.4379 10.6174 20.8946 10.5037 14.2837 10.2575 9.77188 9.45818 9.39229 13.8987 10.9062 threshold=32.254999160766609 2.7500000000000004 10.150000095367433 324.92831420898443 0 13.34999990463257 12.050000190734865 -0.42069244384765619 0.78601199388504039 286.52896118164068 16.150000572204593 1013.0499877929689 12.750000000000002 19.94999980926514 0.061046212911605842 237.77809906005862 9.7500000000000018 1005.8500061035157 997.54998779296886 8.7650003433227557 174.43000030517581 12.250000000000002 -0.89490029215812672 -0.52247866988182057 4.5499999523162851 46.924999237060554 7.305000066757203 0.36038818955421453 3.4550000429153447 0.75011330842971813 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 -3 -4 5 6 8 15 14 20 11 12 26 17 -2 -8 27 18 -14 -20 -10 -22 -13 -24 -18 -26 -7 -17 29 -29 right_child=1 2 3 -5 -6 10 7 -9 9 -11 -12 22 13 -15 -16 16 24 -19 19 -21 21 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=-4.4579125247187255e-06 0.0011697493793429315 -0.012438525918862324 -0.0045069015373630358 0.0041933609231532762 -0.0012118898505549074 -0.017529372781542412 -0.0070235229284021164 -0.0009202195524040445 -0.0044245240953014126 0.00034784634968568277 0.0092645221856100263 -0.010410267088899212 -0.0026645944717492414 0.026029334911145272 0.013786601847638628 -0.0025877835714682215 0.035957266429128748 -0.0068099151059704101 0.0069644477071271254 0.045258964799965426 -0.0027259378608117703 0.035929178709297314 0.039987193242025876 0.0011719413055391011 0.0046227244360407338 -0.0018372415339956332 -0.001309878745646461 0.037454418102843744 0.0058105450424090106 0.014905687801538271 leaf_weight=1284826 7864 316 1956 537 15577 273 207 2054 3326 4155 239 199 788 40 185 134 24 1149 182 24 122 49 24 1906 2571 758 134 66 441 286 leaf_count=1284826 7864 316 1956 537 15577 273 207 2054 3326 4155 239 199 788 40 185 134 24 1149 182 24 122 49 24 1906 2571 758 134 66 441 286 internal_value=-1.98414e-05 -0.00045342 -0.00373593 -0.00263284 -0.00023787 0.000320264 0.000758421 0.00259319 -5.94037e-06 -0.00154766 -0.0016447 -0.00219721 -0.00443645 -0.00299101 0.00145974 0.00420152 0.00474441 -0.00353269 0.000255578 0.0114259 -0.00379983 0.00835067 0.0005269 0.00165462 0.00338663 0.00315182 -0.0121893 0.00965556 0.0117244 0.0191336 internal_weight=1.33041e+06 45586 2809 2493 42777 27200 22242 6541 15701 7652 4958 4719 2590 2183 8049 4487 4280 2143 994 206 3497 171 2129 1930 3353 3329 407 927 793 352 internal_count=1330412 45586 2809 2493 42777 27200 22242 6541 15701 7652 4958 4719 2590 2183 8049 4487 4280 2143 994 206 3497 171 2129 1930 3353 3329 407 927 793 352 cat_boundaries=0 1 cat_threshold=916 is_linear=0 shrinkage=0.05 Tree=926 num_leaves=31 num_cat=3 split_feature=21 36 13 136 23 84 20 11 13 115 111 121 79 117 23 13 20 64 78 116 136 122 5 11 23 8 86 136 28 30 split_gain=3.32162 9.57617 9.35869 9.19409 14.473 11.3909 11.9913 11.183 11.1279 9.42597 8.45235 9.90537 8.02539 7.85053 7.81379 11.9224 15.3077 11.3184 11.0559 10.6212 13.1771 10.4051 11.0686 9.88755 11.6299 8.64987 12.6386 8.44782 8.3975 9.42968 threshold=5.0650000572204599 6.8500001430511483 1.0149999856948855 0 6.1849999427795419 0.71959698200225841 4.5050001144409189 11.150000095367433 1.3849999904632571 -0.71322327852249134 0.26661777496337896 0.95878320932388317 3.3649998903274541 -0.89490029215812672 5.4449999332427987 2.554999947547913 6.2550001144409189 1.985000014305115 37.315000534057624 -0.14780378341674802 1 0.55191597342491161 11.949999809265138 16.050000190734867 4.9949998855590829 5.5499999523162851 0.75300937891006481 2 1021.0499877929689 1019.7500000000001 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 left_child=1 -1 12 4 -4 6 9 8 -5 -6 11 -9 -3 -10 15 16 17 27 19 20 21 -17 -23 25 -25 -18 28 -2 -27 -30 right_child=14 2 3 7 5 -7 -8 10 13 -11 -12 -13 -14 -15 -16 18 23 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31 leaf_value=0.026239202517386092 0.00078771764328184962 -2.278791566253939e-05 -0.000263862830488374 -0.00088977914185483392 0.045502373699146587 0.0014966500197691676 0.0073614524113006499 0.0047538927635835584 0.0024324293335578687 0.0066363036596717752 7.8217954793186219e-05 0.032603393204386953 0.0018971875389914895 -0.0031937457142694118 -3.8049745162349862e-05 -0.0053696952671102374 0.0010018885761117059 0.0013103950286607144 0.0023973966767195823 -0.0016769225587594705 -0.01219473019649542 -0.0028930404088036584 0.028974758416491872 0.036213970349424265 0.0056768563145197168 0.0048125108797196607 0.0010090095341856061 -0.00035362348206444236 0.04433326236928975 0.011077039582271584 leaf_weight=34 22897 36355 17532 21374 39 1269 608 524 660 26 7709 34 6401 10238 1104774 274 12490 20081 1288 4059 577 55 54 44 107 2375 2753 55467 23 291 leaf_count=34 22897 36355 17532 21374 39 1269 608 524 660 26 7709 34 6401 10238 1104774 274 12490 20081 1288 4059 577 55 54 44 107 2375 2753 55467 23 291 internal_value=-1.88498e-05 -0.00029186 -0.000300638 -0.000703375 0.0001897 0.00428535 0.00954368 -0.00113216 -0.00155275 0.0299559 0.000508351 0.00645082 0.000264652 -0.00285302 4.01277e-06 0.000382322 0.000496922 0.000251311 -0.00173503 -0.00279552 -0.00752509 -0.000167371 0.0128947 0.00183404 0.0145751 0.00172676 0.00339041 -2.00822e-05 0.00582849 0.013513 internal_weight=1.33041e+06 102803 102769 60013 19474 1942 673 40539 32272 65 8267 558 42756 10898 1.22761e+06 122835 116528 98445 6307 5019 960 383 109 18083 151 17932 5442 78364 2689 314 internal_count=1330412 102803 102769 60013 19474 1942 673 40539 32272 65 8267 558 42756 10898 1227609 122835 116528 98445 6307 5019 960 383 109 18083 151 17932 5442 78364 2689 314 cat_boundaries=0 1 2 3 cat_threshold=1355 611 6150 is_linear=0 shrinkage=0.05 Tree=927 num_leaves=31 num_cat=3 split_feature=120 121 136 4 15 136 77 0 9 31 9 8 91 4 126 136 0 112 102 13 114 13 126 35 15 30 32 1 30 22 split_gain=3.20868 9.59237 11.764 15.53 15.4011 11.4634 14.1905 13.5378 17.1678 17.3368 13.0476 11.4746 10.5701 9.84882 17.6025 28.8485 17.113 9.48792 11.8311 9.27589 11.8254 9.26976 9.25757 9.47282 14.5415 12.1599 10.4033 9.08074 8.81073 8.28094 threshold=-0.59480014443397511 -0.64942333102226246 0 9.0500001907348651 0.99500000476837169 1 24.664999961853031 289.50000000000006 4.9500000476837167 1021.6499938964845 7.6499998569488534 7.7500000000000009 -0.85726884007453907 8.0500001907348651 0.061046212911605842 2 275.50000000000006 -0.84335932135581959 0.083578731864690795 2.8149999380111699 -0.99535831809043873 3.435000061988831 0.68832838535308849 13.84999990463257 3.3549998998641972 1016.8500061035157 12.550000190734865 284.50000000000006 1008.3500061035157 9.8850002288818377 decision_type=2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 -3 -5 7 13 8 11 17 -11 -1 -12 -7 15 16 -15 18 -10 20 -19 -18 23 -8 26 -26 -25 -17 -24 -20 right_child=-2 2 -4 4 -6 6 22 -9 9 10 12 -13 -14 14 -16 27 21 19 29 -21 -22 -23 28 24 25 -27 -28 -29 -30 -31 leaf_value=-0.00060196267219955182 -8.2319994426977919e-05 0.00060989063684665069 0.00016431505262314478 0.024445557483494373 0.0028066813978905691 4.7065235156066925e-05 -0.0039079992319731409 -0.00076164607085518255 -0.0031572974541534981 0.0066412337911258869 0.054347305752945919 0.016574049018779579 0.018524516929153266 0.0090837989828524753 0.0012526056278543097 -0.0042630342808221934 0.0012078224708165948 0.029997856999074837 0.0051314557646234289 -0.0046032531212838032 0.0010703494599430443 -0.013660341602017304 -0.012364616329673173 0.016045370137972106 0.011888148611822483 -0.012790722391921387 -0.0027426113529395494 0.0019663863853107205 0.00072252874879139191 -0.0026823809570380645 leaf_weight=12497 788148 27702 114198 83 8845 225168 4996 87870 600 289 26 98 99 843 39774 4431 1008 36 3539 872 1896 117 133 77 358 58 1709 674 3893 375 leaf_count=12497 788148 27702 114198 83 8845 225168 4996 87870 600 289 26 98 99 843 39774 4431 1008 36 3539 872 1896 117 133 77 358 58 1709 674 3893 375 internal_value=-1.79117e-05 7.57018e-05 0.000414481 0.00119403 0.00300785 -5.48365e-05 0.000112402 -0.0004926 0.000670193 0.00252477 0.0124789 -0.000468318 0.0259757 0.000184297 0.000843893 -0.00145445 0.0036789 0.00196163 0.00338058 -0.000322657 0.00160937 -0.000338467 -0.00162986 -0.00270379 2.83678e-05 0.00844734 -0.0019326 -0.00343385 0.000290191 0.00438281 internal_weight=1.33041e+06 542264 150828 36630 8928 391436 283239 108197 20327 7732 414 12595 125 272015 46847 7073 1968 7318 4514 2804 1932 1125 11224 7198 2202 416 1786 5105 4026 3914 internal_count=1330412 542264 150828 36630 8928 391436 283239 108197 20327 7732 414 12595 125 272015 46847 7073 1968 7318 4514 2804 1932 1125 11224 7198 2202 416 1786 5105 4026 3914 cat_boundaries=0 1 2 3 cat_threshold=4101 4485 120 is_linear=0 shrinkage=0.05 Tree=928 num_leaves=31 num_cat=3 split_feature=28 117 136 30 23 33 127 20 122 69 31 18 19 19 20 18 32 67 14 62 107 22 136 42 136 36 113 9 87 79 split_gain=3.21553 15.0651 16.2041 13.5836 11.3195 12.1752 12.668 10.2096 9.81214 10.1165 10.3184 10.2037 9.41879 14.8663 18.786 23.9521 19.4223 33.2105 22.5992 17.3531 14.7975 13.5877 13.4129 17.3404 11.2935 10.6753 11.3691 12.3005 12.3007 12.0979 threshold=1018.6499938964845 0.608738273382187 0 1024.2500000000002 5.7650001049041757 8.6500000953674334 0.6755644977092744 6.1949999332427987 0.026175950653851036 324.82278442382818 1016.2500000000001 13.344999790191652 8.7100000381469744 13.344999790191652 8.7449998855590838 13.344999790191652 14.050000190734865 17.425000190734867 1.6349999904632571 0.59830120205879223 -0.68891352415084828 8.6050000190734881 1 14.050000190734865 2 13.84999990463257 -0.97988739609718312 3.7500000000000004 0.77847877144813549 5.4149999618530282 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 left_child=3 12 4 -1 5 6 -3 -8 9 10 11 -4 24 14 -14 16 21 22 19 -19 25 -16 23 -18 -2 -20 27 -27 29 -29 right_child=1 2 8 -5 -6 -7 7 -9 -10 -11 -12 -13 13 -15 15 -17 17 18 20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=3.1135676281525828e-05 0.0003351734288439376 -0.0061603529610039804 -0.0071033353809284968 -0.029106637840159238 -0.0003680012937738019 0.0010989981658136847 0.0071961955492775001 0.022367770162313002 -0.0031003097322863703 -0.0056231172584512183 -0.00074731771578336796 0.0030086559987674128 0.00020835228032383543 -0.00028841160992912958 0.0046447155083801511 -0.00011947083004221545 0.010807761846013531 0.019434133362734602 -0.0043701333008826738 0.084510787269100551 -0.0061095326348846214 0.0008296860911088512 0.002050812937524466 0.056869838856484584 -0.0017695099370080008 0.0098580626822594147 0.013284193291256838 0.084319004341959963 0.020287671520631632 0.037582084499299534 leaf_weight=974691 11050 149 1185 40 23133 5576 667 133 6785 1172 37763 316 110600 118848 3513 9733 183 21 62 20 89 6954 1983 23 15052 63 485 20 58 45 leaf_count=974691 11050 149 1185 40 23133 5576 667 133 6785 1172 37763 316 110600 118848 3513 9733 183 21 62 20 89 6954 1983 23 15052 63 485 20 58 45 internal_value=-1.70161e-05 -0.000145697 -0.00076538 2.994e-05 0.000150732 0.00199002 0.00722538 0.00971847 -0.00134051 -0.00104555 -0.000908916 -0.0049745 2.51787e-05 0.00011858 0.000479951 0.00177183 0.00313347 0.00664315 0.0149499 0.0511788 0.0131429 0.00211011 0.00336825 0.0152122 -0.000879064 0.0154805 0.0173147 0.0278243 0.0370265 0.0519627 internal_weight=1.33041e+06 355681 76879 974731 29658 6525 949 800 47221 40436 39264 1501 278802 252700 133852 23252 13519 3052 863 41 822 10467 2189 206 26102 733 671 186 123 65 internal_count=1330412 355681 76879 974731 29658 6525 949 800 47221 40436 39264 1501 278802 252700 133852 23252 13519 3052 863 41 822 10467 2189 206 26102 733 671 186 123 65 cat_boundaries=0 1 2 3 cat_threshold=2200 516 6221 is_linear=0 shrinkage=0.05 Tree=929 num_leaves=31 num_cat=1 split_feature=125 16 4 116 57 54 27 57 30 136 31 5 126 6 125 31 5 127 11 116 64 8 32 93 36 124 35 39 36 24 split_gain=3.13728 15.4343 19.2179 14.9077 12.019 11.0342 10.5248 16.4777 12.5199 12.1255 11.4674 23.506 10.2138 19.7499 18.271 16.8736 16.0828 16.1062 12.2355 10.975 10.7089 10.056 10.7693 12.8395 9.94997 11.0497 9.76724 24.2359 18.5393 10.8643 threshold=-0.82409480214118946 9.5450000762939471 4.2500000000000009 0.49240480363368994 299.46713256835943 12.265000343322756 266.50000000000006 243.76004028320315 1018.7500000000001 0 1025.7500000000002 10.250000000000002 -0.8338540494441985 3.0499999523162846 -0.60873827338218678 1011.9500122070314 5.0499999523162851 0.04361772537231446 13.150000095367433 -0.061046212911605828 19.224999427795414 7.7500000000000009 10.34999990463257 0.45082992315292364 13.949999809265138 -0.061046212911605828 7.1499998569488534 11.550000190734865 10.84999990463257 230.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 -3 -6 7 9 -9 -4 26 -12 13 -2 19 18 -17 21 -16 -15 -19 -18 23 -23 -20 -26 27 28 -8 -30 right_child=12 4 3 -5 5 -7 10 8 -10 -11 11 -13 -14 14 15 16 17 20 24 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-8.8796822567976537e-05 -9.8793670518507594e-05 0.00017019237303379884 -0.0014631868286562968 -0.0052981350534079602 0.00067126506863071536 -0.0040841376997517477 0.0083431236539388814 0.0030043683105874788 -0.0095700832643589237 -0.0059943504596619603 0.0030318142176838595 0.061093635727529939 -2.1366642329676558e-05 0.0023909982899797027 0.001757147378904081 0.0028805019697163035 0.0097148605093512527 0.012680227913402715 -0.0076273419200545249 -0.00083506441913597153 0.033158584305229381 0.0079331882591423108 0.0061634094272144269 -0.010798321306962065 0.034484737043479284 -0.0043093143424226179 -0.0010989176533924444 -0.0029026238024622824 0.047570592221771291 0.0074681325815618045 leaf_weight=22327 34258 113538 2587 3341 1959 3233 264 1547 227 3500 72 23 1113986 4184 2798 5589 1049 266 636 7127 84 146 883 245 31 45 5942 444 57 24 leaf_count=22327 34258 113538 2587 3341 1959 3233 264 1547 227 3500 72 23 1113986 4184 2798 5589 1049 266 636 7127 84 146 883 245 31 45 5942 444 57 24 internal_value=-1.6165e-05 -0.000224508 -0.00106926 -0.00228353 6.26151e-05 -0.00228987 -0.00159777 -0.00284502 0.00139535 -0.00408084 -0.000161404 0.0170889 1.21312e-05 0.000662908 0.00179337 0.00317226 0.0044061 0.007596 0.000267982 0.000358274 0.017595 0.00608947 0.00310435 -0.00380395 -0.0055841 0.0115146 -0.000404872 0.00482203 0.0147633 0.0356884 internal_weight=1.33041e+06 159085 40355 18028 118730 5192 14687 7861 1774 6087 6826 95 1.17133e+06 57341 23083 11772 8262 2673 3510 11311 350 2323 1274 391 712 76 6731 789 345 81 internal_count=1330412 159085 40355 18028 118730 5192 14687 7861 1774 6087 6826 95 1171327 57341 23083 11772 8262 2673 3510 11311 350 2323 1274 391 712 76 6731 789 345 81 cat_boundaries=0 1 cat_threshold=6258 is_linear=0 shrinkage=0.05 Tree=930 num_leaves=31 num_cat=1 split_feature=16 18 29 37 127 8 55 17 136 32 101 11 43 22 56 12 126 74 87 28 79 34 67 69 39 115 64 62 22 18 split_gain=3.12095 17.4771 14.9066 14.9798 15.9848 13.9137 17.8934 13.5238 11.818 14.1214 12.5663 11.0504 10.7851 11.2173 10.9793 10.6459 10.2824 9.98213 9.60707 9.40228 8.82034 9.40158 8.92866 12.9667 13.99 11.4391 9.16159 9.15776 9.02698 8.77986 threshold=18.219999313354496 20.524999618530277 1022.3500061035157 12.550000190734865 -0.58068084716796864 7.4500000476837167 15.194999694824221 20.524999618530277 0 4.4500000476837167 0.40540540218353277 10.949999809265138 7.3500001430511483 6.2950000762939462 305.37631225585943 2.1550000905990605 -0.60873827338218678 0.86074742674827587 0.85980737209320079 1026.1499633789065 15.074999809265138 14.949999809265138 5.6649999618530282 304.39898681640631 18.550000190734867 -0.84335932135581959 3.0149999856948857 0.83773231506347667 6.9549999237060556 18.219999313354496 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 -2 5 11 18 29 12 -10 -11 -5 13 -4 -14 -9 19 -8 -7 -15 22 -22 -6 24 26 -26 -24 -28 -25 -1 right_child=2 -3 8 4 20 6 17 15 9 10 -12 -13 14 16 -16 -17 -18 -19 -20 -21 21 -23 23 28 25 -27 27 -29 -30 -31 leaf_value=-1.0898196458135883e-05 -0.0034717923704954932 0.009009372255508314 0.032797017068632188 -0.00018930237164478932 -0.0015617632523858521 0.015258197366881436 -0.0099606833656628938 0.0030036532026858913 0.0086179747814870526 0.0037213013525739906 -0.004023237951838508 0.017047477627497618 0.011424986355182161 0.0053127228839615929 0.049529689955525105 0.018381596406757395 -0.0002736720961786058 0.01872882647807465 -0.014809237799740263 0.033153384510913618 -0.0097530137283048622 0.0048326038835304133 0.020496979818967198 0.0092883935383438615 0.059354065358638769 0.0086214217469096199 0.00087587444890276393 0.010386145170901655 -0.0081920398958107831 0.0014263938145633341 leaf_weight=1296614 5135 539 31 1530 8017 519 150 333 434 820 1450 99 345 89 20 170 699 38 28 46 524 140 72 89 20 25 1650 299 434 10713 leaf_count=1296614 5135 539 31 1530 8017 519 150 333 434 820 1450 99 345 89 20 170 699 38 28 46 524 140 72 89 20 25 1650 299 434 10713 internal_value=-2.34181e-06 7.74349e-06 -0.000583556 -0.00117012 -0.000303234 0.00343486 0.00914549 4.03362e-06 0.00221492 0.000352975 -0.00122565 0.000858237 0.00625445 0.00326393 0.0135129 0.00820097 0.00216618 -0.00416174 0.0137191 0.0147992 -0.00108734 -0.00667773 -0.000737345 0.00181552 0.00359586 0.0311693 0.00298191 0.00233486 -0.00521736 8.79813e-07 internal_weight=1.33107e+06 1.30837e+06 22703 18769 13634 2364 735 1.30783e+06 3934 2704 2270 1629 1230 865 365 503 834 188 547 135 11270 664 10606 2589 2066 45 2021 1949 523 1.30733e+06 internal_count=1331072 1308369 22703 18769 13634 2364 735 1307830 3934 2704 2270 1629 1230 865 365 503 834 188 547 135 11270 664 10606 2589 2066 45 2021 1949 523 1307327 cat_boundaries=0 1 cat_threshold=538 is_linear=0 shrinkage=0.05 Tree=931 num_leaves=31 num_cat=1 split_feature=16 4 1 52 12 64 134 40 43 83 13 13 23 128 22 136 84 55 55 53 40 71 13 91 39 37 58 22 131 131 split_gain=2.98452 4.49245 3.06105 2.96588 8.67141 10.9318 10.3724 6.8838 9.88526 8.6918 8.68638 10.9062 8.21503 6.82054 6.69431 9.18987 14.2222 7.62138 8.78165 7.28764 6.97886 6.60712 9.53731 11.9456 14.0506 18.3063 10.1387 6.81363 6.59815 10.6792 threshold=3.7749999761581425 9.0500001907348651 293.50000000000006 44.495000839233406 2.5149999856948857 10.72499990463257 1013.2500000000001 9.4499998092651385 7.6499998569488534 339.25024414062506 4.3550000190734872 2.995000004768372 11.385000228881838 204.50000000000003 9.4349999427795428 0 0.8328046202659608 102.8050003051758 6.3150000572204599 24.755000114440922 5.8500001430511483 257.71948242187506 4.3550000190734872 -0.89650633931159962 12.250000000000002 12.750000000000002 301.07426452636724 7.7349998950958261 332.50000000000006 143.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -2 -5 6 13 8 9 14 11 -10 -9 -6 15 16 17 18 -7 -20 28 -21 26 -24 -25 -26 27 -23 29 -17 right_child=3 -3 -4 4 5 7 -8 12 10 -11 -12 -13 -14 -15 -16 20 -18 -19 19 21 -22 22 23 24 25 -27 -28 -29 -30 -31 leaf_value=0.0027166905324786991 -2.1152807191607256e-05 0.01300218190042008 -0.0054078124672932021 0.0023552732676343112 -0.0029143174146927103 -0.0042766921532650789 0.012144297421302484 -0.0022879303143301145 -0.0091750191765624968 -0.0072265221655321097 -0.0017679079230395378 0.014453340609068091 -0.018505638335045659 -0.02686622366309166 -0.00021618540855918735 0.00043459396407564206 -0.00072892427527643808 0.00019492187426890372 0.026482700463384391 -0.00089621562707341371 -0.019357403648212892 -0.00094062064827935736 0.0083996656988149076 0.014284791994070862 0.08060394578690952 0.018180269586003345 -0.00016380175739949762 0.011038503756921059 -0.0047536747594049177 0.0048802130875360249 leaf_weight=860 1266000 95 134 4872 3208 168 115 1109 57 377 197 341 84 30 24529 22789 1559 577 50 225 44 139 179 66 24 23 404 813 568 1436 leaf_count=860 1266000 95 134 4872 3208 168 115 1109 57 377 197 341 84 30 24529 22789 1559 577 50 225 44 139 179 66 24 23 404 813 568 1436 internal_value=-2.22472e-06 0.00261425 0.00162144 -4.36711e-06 0.000327763 0.000160653 -0.00261215 0.000327395 0.000409543 0.00033888 0.00681905 0.0110694 -0.00342983 -0.00313623 0.000392099 0.00090547 0.00305793 0.00528217 0.00668597 0.00764371 0.000537696 0.0071408 0.00823808 0.0164349 0.0291632 0.0500562 0.006473 0.00928945 0.000573221 0.00069812 internal_weight=1.33107e+06 1089 994 1.32998e+06 63983 59111 3353 55758 54565 53970 595 398 1193 3238 53593 29064 4227 2668 2091 1923 24837 1873 1648 292 113 47 1356 952 24793 24225 internal_count=1331072 1089 994 1329983 63983 59111 3353 55758 54565 53970 595 398 1193 3238 53593 29064 4227 2668 2091 1923 24837 1873 1648 292 113 47 1356 952 24793 24225 cat_boundaries=0 1 cat_threshold=4116 is_linear=0 shrinkage=0.05 Tree=932 num_leaves=31 num_cat=3 split_feature=135 18 64 118 15 13 136 0 35 33 35 76 11 110 7 38 36 118 35 112 109 37 31 12 28 136 110 77 104 136 split_gain=3.36878 2.9142 12.5162 14.6855 15.0646 15.9274 14.6593 14.0929 13.9129 15.4093 13.1026 12.0595 13.2828 10.8733 11.0487 10.5271 13.8371 14.394 10.5143 12.5925 9.75638 9.70179 21.3849 10.1515 9.97091 9.3088 9.16111 9.09794 8.85772 8.67231 threshold=1031.0999755859377 7.4149999618530282 1.0049999952316286 -0.36648726463317866 1.1449999809265139 2.1149998903274541 0 224.50000000000003 10.150000095367433 10.750000000000002 14.650000095367433 9.2849998474121112 5.9500000476837167 -0.76745969057083119 11.949999809265138 12.550000190734865 13.250000000000002 -0.8338540494441985 11.550000190734865 0.33379416167736059 0.95096370577812206 11.150000095367433 1024.1499633789065 2.6350001096725468 1018.6499938964845 1 0.81518930196762096 15.315000057220461 0.074858017265796675 2 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 left_child=1 2 3 4 5 -1 -6 20 -4 26 15 -9 -13 14 29 18 25 -18 19 -11 -5 23 -23 27 -25 -17 -10 -8 -27 -12 right_child=-2 -3 8 7 6 -7 21 11 9 10 13 12 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24 24 -26 28 -28 -29 -30 -31 leaf_value=-0.00010455972371768016 -0.017999745504214213 -2.9597484113329297e-05 -0.0019771024573387815 0.00020000639931250252 -0.0038911124221727642 -0.022565502586004177 0.0055827634668204123 0.00022880820413332059 0.0059161941690645779 -0.0011650393514862753 -0.002898233442576371 -0.0057217262743957864 -0.00069562893183222738 0.0018598171222822619 0.034300910716139991 0.00019488563815874474 0.0089799203704844441 5.6743615738920668e-05 0.002364110106214996 0.037672394457539282 -0.002066074872472293 0.0057642849003390747 0.054150347904626119 -0.0030871276650736713 -0.027671554566283403 -0.0036319226426245522 -0.00031560596835439341 -0.023111936432341565 -0.015971653017990511 0.013417905368044526 leaf_weight=3085 26 1165991 4015 6865 546 81 582 76936 2457 3409 131 1738 5395 13832 43 1898 470 11763 8293 21 15416 3188 23 293 48 3364 776 29 152 206 leaf_count=3085 26 1165991 4015 6865 546 81 582 76936 2457 3409 131 1738 5395 13832 43 1898 470 11763 8293 21 15416 3188 23 293 48 3364 776 29 152 206 internal_value=-2.11348e-06 -1.76193e-06 0.000194876 -9.55739e-05 0.00198785 -0.000679208 0.00378099 -0.000249847 0.000847573 0.00108983 0.000842756 4.64655e-05 -0.00192027 0.00208905 0.010433 0.000239682 -0.000531852 0.000399578 0.0014011 -0.000927259 -0.00136787 0.00478508 0.00611087 0.000363613 -0.00654769 -0.00263643 0.00442041 0.00422082 -0.00415357 0.00738759 internal_weight=1.33107e+06 1.33105e+06 165055 114225 7875 3166 4709 106350 50830 46815 43582 84069 7133 14212 380 29370 17647 12233 11723 3430 22281 4163 3211 952 341 5414 3233 611 3516 337 internal_count=1331072 1331046 165055 114225 7875 3166 4709 106350 50830 46815 43582 84069 7133 14212 380 29370 17647 12233 11723 3430 22281 4163 3211 952 341 5414 3233 611 3516 337 cat_boundaries=0 1 2 3 cat_threshold=257 2708 1537 is_linear=0 shrinkage=0.05 Tree=933 num_leaves=31 num_cat=4 split_feature=135 13 12 15 136 20 136 7 67 15 136 24 8 15 38 55 12 57 124 19 35 33 14 136 109 12 17 24 15 8 split_gain=3.05205 2.89082 20.4498 20.2898 14.7073 13.0086 21.0482 17.3556 13.4209 13.1073 38.5966 19.0159 15.8058 13.6642 13.5975 13.5326 12.8273 12.7965 12.5091 18.0902 13.2598 11.4814 15.1077 14.6456 10.9137 10.6657 10.4724 10.2333 14.6403 10.3653 threshold=1031.2500000000002 1.3750000000000002 1.3450000286102297 1.685000002384186 0 5.1849999427795419 1 7.4500000476837167 22.125000000000004 1.3750000000000002 2 269.50000000000006 11.150000095367433 1.1050000190734866 18.150000572204593 1.6250000000000002 2.2649999856948857 237.39638519287112 -0.60873827338218678 11.269999980926515 12.949999809265138 15.449999809265138 1.1649999618530276 3 0.29973122477531439 3.0749999284744267 10.405000209808351 289.50000000000006 1.3049999475479128 9.7500000000000018 decision_type=2 2 2 2 1 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 3 4 17 6 -3 8 -8 10 14 12 -12 15 16 -13 -7 -1 19 -5 -21 22 23 -4 -9 -17 -11 28 29 -6 right_child=-2 5 21 18 27 9 7 24 -10 26 11 13 -14 -15 -16 25 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00083014648787668093 -0.017832199825594822 0.00052053195786712597 0.0014265258763727178 0.0025841181955985767 5.0771839801023101e-05 -0.00017487842260772719 -0.0035874140602645092 0.0053170385851739471 0.01697175820823759 0.00016659371976828085 0.00033374805226580814 0.0072070346137715364 -0.0066097329432265491 0.0018125810598368748 -0.0048552954229970566 0.0021385899261029575 -0.0049045636142475597 0.00060084132935951185 0.001477273432763814 0.019520010774496874 0.0036458759903673834 -0.00037710079428099542 0.0010571952458492075 0.0061836794878786603 -0.0010257618836768798 -0.031391865752326949 -0.0002014083099163166 -0.00067518345002126341 0.0013188824606312488 0.00253612869336374 leaf_weight=85077 24 14636 3352 1077 193674 15759 10239 719 80 310520 6796 2562 932 23872 2111 2007 1577 19137 6242 355 209 9620 26622 3155 11947 24 512223 33854 28382 4288 leaf_count=85077 24 14636 3352 1077 193674 15759 10239 719 80 310520 6796 2562 932 23872 2111 2007 1577 19137 6242 355 209 9620 26622 3155 11947 24 512223 33854 28382 4288 internal_value=-2.00525e-06 -1.68375e-06 0.000107784 -1.11451e-05 -6.54345e-05 -5.12838e-05 -0.000961748 -0.00190501 -0.00342803 -1.22888e-05 0.000730429 0.00169547 -0.000503639 0.0022931 -0.00106594 0.00479059 -0.000605123 -0.000567317 0.00249852 0.00638311 0.0136376 0.00114352 0.00158508 0.00374479 -0.000665706 0.00174237 -6.25168e-05 0.000135595 0.000256868 0.000104606 internal_weight=1.33107e+06 1.33105e+06 415044 372295 364412 916004 37621 22985 10319 878383 55640 36193 7728 28465 19447 4593 17336 104214 7883 1641 564 42749 33129 6507 12666 2031 822743 260198 226344 197962 internal_count=1331072 1331048 415044 372295 364412 916004 37621 22985 10319 878383 55640 36193 7728 28465 19447 4593 17336 104214 7883 1641 564 42749 33129 6507 12666 2031 822743 260198 226344 197962 cat_boundaries=0 1 2 3 4 cat_threshold=217 1323 2210 6308 is_linear=0 shrinkage=0.05 Tree=934 num_leaves=31 num_cat=2 split_feature=52 54 56 84 52 136 4 35 34 28 107 54 16 14 86 22 4 132 74 92 22 19 5 9 131 110 136 65 101 82 split_gain=2.92701 10.2444 11.048 10.1014 9.83488 9.67114 9.47733 9.61716 9.25803 9.98079 9.64205 8.8681 8.72992 10.8566 10.649 11.7407 15.9399 14.2784 11.074 10.6477 10.39 10.2899 8.74777 8.70876 8.53715 8.54831 8.51324 8.50933 8.49073 8.26681 threshold=12.085000038146974 7.1949999332427987 233.19388580322268 0.83403751254081737 6.0350000858306894 0 12.650000095367433 8.5500001907348651 12.449999809265138 1004.1499938964845 1.0000000180025095e-35 3.745000004768372 11.775000095367433 2.6049998998641972 0.82951369881629955 8.7550001144409197 5.1499998569488534 1011.2500000000001 0.87925332784652721 0.099845644086599364 6.9949998855590829 11.269999980926515 0.15000000223517421 19.150000572204593 296.50000000000006 0.62931156158447277 1 36.444999694824226 0.42107866704463964 168.95544433593753 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 4 23 -4 -1 8 -5 -8 9 -6 -10 -7 13 19 15 16 17 20 21 -2 27 -18 -17 -3 25 -22 28 -14 -16 -9 right_child=12 2 3 6 5 11 7 29 10 -11 -12 -13 14 -15 26 22 18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.1246867150948845e-05 0.0001885960422494912 0.00024661518063879092 -0.0015339779985505408 -0.00047021857829457835 0.037695073367406927 0.0021075130918686686 -0.011866664353696326 0.02313788504605847 0.00052447805129767627 0.0052419551627449464 -0.031535647301158563 0.000184941392184844 0.0048817850686294455 0.00031374230773127145 -0.00069273178637727659 -0.0026165845379854473 -0.0027543889041075987 -0.0030099539440628328 0.0031045320217648453 0.0037274192758552601 0.0024548132144699229 0.00020574687402008605 2.8833136847996927e-05 0.016371862211131624 0.033748542446465718 -0.00029268484411901132 -0.00019460382304957718 0.023080328183924036 -0.0034491564062066483 0.0035898403982697544 leaf_weight=1002889 3385 26094 32234 25734 24 7419 98 56 1027 1843 24 31315 2400 19191 7868 3294 3430 1334 2798 5713 12825 20376 60906 84 21 3633 49078 66 4332 1581 leaf_count=1002889 3385 26094 32234 25734 24 7419 98 56 1027 1843 24 31315 2400 19191 7868 3294 3430 1334 2798 5713 12825 20376 60906 84 21 3633 49078 66 4332 1581 internal_value=-1.90193e-06 -3.31397e-05 -0.000558076 -0.000933597 1.00199e-05 0.000762856 -0.000229068 0.00334774 0.00353394 0.00565914 -0.000207628 0.000553043 0.000174086 0.000988164 4.04739e-05 0.000332373 0.000933897 0.00198988 0.000128974 0.00241077 0.00234194 -0.000220753 -0.000106899 0.000298358 0.00188897 0.00184832 -0.000488672 0.00536885 -0.00167012 0.00425856 internal_weight=1.33107e+06 1.13042e+06 85881 59703 1.04454e+06 41652 27469 1735 2918 1867 1051 38734 200650 28289 172361 111083 46883 20279 26604 9098 18945 23806 64200 26178 16479 16458 61278 2466 12200 1637 internal_count=1331072 1130422 85881 59703 1044541 41652 27469 1735 2918 1867 1051 38734 200650 28289 172361 111083 46883 20279 26604 9098 18945 23806 64200 26178 16479 16458 61278 2466 12200 1637 cat_boundaries=0 1 2 cat_threshold=20 6244 is_linear=0 shrinkage=0.05 Tree=935 num_leaves=31 num_cat=1 split_feature=98 79 35 136 126 3 15 34 34 54 28 22 12 119 28 76 94 82 94 124 73 127 39 22 36 29 52 10 109 101 split_gain=5.01169 9.10644 12.293 13.3717 11.7654 18.5103 11.4176 19.3882 10.9253 13.393 12.6824 12.4012 13.897 10.4432 11.8412 10.2439 9.85039 13.0141 11.0215 9.61511 12.3722 9.29003 8.99875 11.6981 12.0659 12.8262 13.5722 9.9041 8.9712 8.81194 threshold=-0.97793260216712941 3.8950001001358037 14.250000000000002 0 -0.026175950653851029 232.50000000000003 1.985000014305115 12.84999990463257 9.9499998092651385 111.75499725341798 1023.3500061035157 7.9149999618530282 2.0949999094009404 0.04361772537231446 1005.5499877929689 53.245000839233406 0.17772078514099124 249.17458343505862 0.026866738684475425 -0.95878320932388295 0.8633427917957307 -0.96359375119209278 11.550000190734865 10.585000038146974 14.050000190734865 1023.6499938964845 6.2149999141693124 13.949999809265138 -0.94364041090011586 0.10665129497647287 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 8 -7 -8 9 10 15 -12 -13 14 -10 21 17 -9 -19 20 -6 29 27 24 -24 -26 -27 -21 -5 -3 right_child=-2 2 -4 28 19 6 7 16 13 -11 11 12 -14 -15 -16 -17 -18 18 -20 22 -22 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=0.00028902927181378719 3.3148789697495962e-05 0.0047152758775278929 0.00031474277296318067 -0.005129442092434244 0.002378418483881276 0.0015788169837975493 0.0057237193554072092 0.062949912774342073 0.014143329710775129 -0.0071040414722349414 -3.5581894298183159e-05 0.062518252919499695 0.01962584276865844 -0.0020497983724890386 0.0010214780097311941 -0.02888353425289758 0.011178102847741973 0.0060734677459630708 0.041911203735621599 0.00019814737698913527 0.02597980810917774 0.0020953174662067526 -0.0025363455189146267 0.0051897988761277084 0.00034276586678544472 0.046468926118365651 0.0078274299561356519 0.0085179114899858934 -0.0013480218037908945 0.023893455223727003 leaf_weight=48668 1180422 125 29620 1635 232 972 869 27 185 198 47 26 69 4340 2433 22 101 45 41 5626 73 544 11902 617 2707 29 105 382 38555 115 leaf_count=48668 1180422 125 29620 1635 232 972 869 27 185 198 47 26 69 4340 2433 22 101 45 41 5626 73 544 11902 617 2707 29 105 382 38555 115 internal_value=-1.47638e-06 -0.000273396 -0.000542696 -0.000895329 -0.000129507 0.00127448 0.00551281 0.0090436 0.000199729 0.00472335 0.00719363 0.0209717 0.0313648 -0.000545322 0.00194873 0.00476622 0.0225248 0.0326665 0.0231589 -0.000787671 0.00802728 0.00571047 -0.000913493 -0.00155522 -0.0018375 0.00109023 0.0161901 0.000727134 -0.00150148 0.0139048 internal_weight=1.33073e+06 150310 101642 72022 31832 10159 2055 1083 8104 1146 948 142 95 6958 2618 806 214 113 86 21673 305 784 21368 15360 14743 2841 134 6008 40190 240 internal_count=1330732 150310 101642 72022 31832 10159 2055 1083 8104 1146 948 142 95 6958 2618 806 214 113 86 21673 305 784 21368 15360 14743 2841 134 6008 40190 240 cat_boundaries=0 1 cat_threshold=4183 is_linear=0 shrinkage=0.05 Tree=936 num_leaves=31 num_cat=1 split_feature=98 79 35 136 126 123 34 69 12 28 13 108 85 22 107 35 87 120 107 28 119 28 100 54 124 53 31 36 78 5 split_gain=4.52305 8.21856 11.0945 12.0819 10.5427 16.1509 9.93552 13.5404 12.1254 12.028 15.465 10.9865 10.7684 9.66871 9.50756 9.26161 12.1885 11.23 9.30307 9.74897 8.93877 11.7612 8.81349 12.4915 8.53003 9.26721 8.48605 11.9841 9.59538 9.28562 threshold=-0.97793260216712941 3.8950001001358037 14.250000000000002 0 -0.026175950653851029 -0.80382624268531788 9.9499998092651385 269.38102722167974 3.554999947547913 1025.7500000000002 3.1750000715255742 -0.12575440853834149 0.81531023979187023 7.9149999618530282 -0.1209040805697441 10.150000095367433 0.82842290401458751 -0.80382624268531788 -0.99820542335510243 1018.6499938964845 0.04361772537231446 1005.5499877929689 -0.030687035992741581 15.34500026702881 -0.95878320932388295 39.395000457763679 1018.1499938964845 12.150000095367433 47.30999946594239 5.8500001430511483 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 15 7 14 9 10 11 -9 -10 -11 -7 -5 17 -17 19 -19 21 22 -8 -24 25 -6 28 -28 29 -22 right_child=-2 2 -4 4 24 6 20 8 12 13 -12 -13 -14 -15 -16 16 -18 18 -20 -21 26 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00027457780826165029 3.1491350894231573e-05 -0.001437573763905443 0.00029900563453583569 -0.0045236863662532984 0.0028913185416922335 -0.0057358059461925064 0.0046474944049906403 0.013271518449530895 0.0017194670297429476 0.0059392184687211465 0.028535003993734293 -0.0019371525048065175 -0.036479497626423836 0.046268670147817048 0.022328477364146351 0.019444798454910948 -0.00039747391690624984 0.0089763141271692725 0.0054795389983684885 0.055033938027918339 -0.00090663616813257519 0.0010786013257997344 0.046842157458647705 0.0075448417747836748 -0.00086373619928916236 0.023820989054408583 -0.0041034447861467167 0.0045748888478994287 0.011205673934325335 -0.0064850001623923161 leaf_weight=48668 1180422 39527 29620 179 238 353 108 239 238 23 88 236 20 42 33 260 343 27 603 20 1489 2592 39 42 21925 68 645 1038 112 1495 leaf_count=48668 1180422 39527 29620 179 238 353 108 239 238 23 88 236 20 42 33 260 343 27 603 20 1489 2592 39 42 21925 68 645 1038 112 1495 internal_value=-1.40256e-06 -0.000259727 -0.000515561 -0.000850563 -0.000136036 0.00118936 0.000390718 0.00447912 0.00788412 0.0116333 0.00928207 0.00571521 -0.00124169 0.0319982 -0.00333653 0.00611507 0.00763489 0.0106625 0.00714954 0.0285753 -0.000297172 0.00195663 0.0139982 0.0264658 -0.00074803 0.00754236 -0.00160871 0.00124897 -0.00316215 -0.00370143 internal_weight=1.33073e+06 150310 101642 72022 32495 10264 8832 1272 886 628 563 475 258 65 386 1432 1253 910 650 47 7560 2781 189 81 22231 306 4779 1683 3096 2984 internal_count=1330732 150310 101642 72022 32495 10264 8832 1272 886 628 563 475 258 65 386 1432 1253 910 650 47 7560 2781 189 81 22231 306 4779 1683 3096 2984 cat_boundaries=0 1 cat_threshold=2976 is_linear=0 shrinkage=0.05 Tree=937 num_leaves=31 num_cat=2 split_feature=60 136 87 100 134 63 52 136 55 31 28 130 70 21 12 19 106 27 105 89 35 16 75 85 52 12 64 25 23 82 split_gain=4.27866 10.3515 11.6032 7.55192 6.42389 6.31942 5.68008 7.231 8.10156 17.0649 15.5129 11.4978 8.52984 8.88237 6.6918 6.83504 6.68815 6.65091 8.56075 6.63987 6.63517 6.5956 6.05271 6.98547 6.05211 6.99211 10.0972 7.23274 7.13492 6.34071 threshold=0.86058020591735851 0 0.81269061565399181 0.78546956181526195 1024.7500000000002 0.85717877745628368 43.135000228881843 1 96.845001220703139 1003.0499877929689 1003.2500000000001 165.50000000000003 263.84468078613287 8.055000305175783 4.4749999046325692 8.0099999904632586 -0.32532648742198939 262.50000000000006 -0.92559176683425892 -0.96494066715240467 11.550000190734865 11.269999980926515 0.64947071671485912 0.87493699789047252 105.5749969482422 2.7150000333786015 9.1949996948242205 263.50000000000006 6.7449998855590829 311.00749206542974 decision_type=2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 -2 5 -4 -1 8 12 10 11 17 13 22 21 -16 -14 19 -19 20 -10 -9 -8 -24 25 29 28 -28 -27 -23 right_child=1 2 4 -5 -6 -7 7 14 9 -11 -12 -13 16 -15 15 -17 -18 18 -20 -21 -22 24 23 -25 -26 26 27 -29 -30 -31 leaf_value=-6.2160360962412866e-06 7.0816308170274138e-05 -0.0033907432638769701 0.00093054859494700855 -0.011180510686555256 0.02625941595305567 -0.0029182242044922422 -0.0077821108276875306 0.0060641432465774392 0.0071556516421315752 -0.0018184835327317104 0.044733052268143628 0.031876028775691227 0.0036294271465361558 -0.0045699094510858974 -0.015836903818669808 -0.0013497904053681518 -0.0020523403913025409 0.021082707151770592 -0.011730603432551641 -0.0034784270390387506 0.046902374391044888 0.0025895108968819846 0.011092547600790649 -0.0068581026410410072 0.0022949617779665218 0.0045841178869461124 0.0036462796131296773 -0.00033095590631814712 -0.0074561352412708245 -0.0013558059917878505 leaf_weight=1248236 25966 5681 3553 150 23 1524 81 518 21 2619 31 39 6342 777 83 4270 564 25 97 31 21 4336 267 68 3601 147 1219 18356 755 1331 leaf_count=1248236 25966 5681 3553 150 23 1524 81 518 21 2619 31 39 6342 777 83 4270 564 25 97 31 21 4336 267 68 3601 147 1219 18356 755 1331 internal_value=-1.33297e-06 -0.000532245 -0.00183486 6.19075e-06 -0.000105327 -0.000224766 1.38073e-05 0.000561931 0.0016791 -0.000595053 0.0114961 0.00709296 0.00249099 -0.00141309 0.000206929 -0.00162602 0.00316541 0.00213634 -0.00500656 0.0140738 0.027029 0.000470647 0.00448319 0.00744883 0.000373238 0.000108545 -0.000321616 -8.32803e-05 -0.00549392 0.00166288 internal_weight=1.33073e+06 36897 10781 26116 5100 5077 1.29384e+06 45599 10983 2884 265 234 8099 1193 34616 4353 6906 195 122 73 42 30263 416 335 29745 26144 20477 19575 902 5667 internal_count=1330732 36897 10781 26116 5100 5077 1293835 45599 10983 2884 265 234 8099 1193 34616 4353 6906 195 122 73 42 30263 416 335 29745 26144 20477 19575 902 5667 cat_boundaries=0 1 2 cat_threshold=2724 4628 is_linear=0 shrinkage=0.05 Tree=938 num_leaves=31 num_cat=4 split_feature=34 36 72 32 36 136 121 8 36 100 24 28 36 136 19 27 31 28 33 42 32 33 136 122 136 39 126 80 14 33 split_gain=4.2413 14.199 13.4678 12.5546 10.2421 13.478 12.7574 10.2755 11.8542 9.38071 10.3117 9.26849 15.3161 13.0556 11.3119 10.9148 12.3792 9.25251 9.05028 16.4097 9.21367 18.4151 13.6993 9.11889 8.97032 12.1324 11.3468 10.2942 10.6352 13.3939 threshold=10.550000190734865 9.8499999046325701 0.83440288901329052 10.449999809265138 10.949999809265138 0 0.04361772537231446 1.0000000180025095e-35 11.949999809265138 -0.93892538547515858 190.50000000000003 1023.9500122070314 13.750000000000002 1 13.344999790191652 283.50000000000006 1028.049987792969 1018.4500122070314 9.9499998092651385 8.5500001907348651 11.250000000000002 11.449999809265138 2 -0.49240480363368982 3 9.0500001907348651 -0.80382624268531788 300.98361206054693 1.9650000333786013 5.2500000000000009 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 left_child=3 2 -2 11 5 -5 -7 8 17 -8 -11 -1 15 14 -14 16 -13 -6 19 23 22 -22 -20 -3 26 27 -17 28 29 -26 right_child=1 18 -4 4 7 6 9 -9 -10 10 -12 12 13 -15 -16 24 -18 -19 20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.00016148453315928084 -0.0013207203373158301 0.0074282537548525755 -0.007561208582097011 0.00024556934407189273 0.046673796662399847 0.004967894700708241 0.026062759861462947 0.0003411014710058616 0.00018613212339749392 -0.015687201216116275 0.00030307697877993806 -0.00060359187310203078 0.048494134879400658 0.0031315573491349268 0.01258717968221754 0.0082464084275341784 0.0038748981546165582 0.013714180065332638 -9.4719138962328283e-05 -0.0046309652013573691 0.0011489765701469992 -3.5553967016658599e-05 -0.0014473426025390554 0.0018085550831344799 0.025016877492056874 -0.0030387132556233885 -0.00070172631400785353 -0.0034426428096574549 9.9143440676873623e-05 0.005178671477578051 leaf_weight=217271 9223 1185 954 4616 31 5091 33 20942 110 109 1344 6432 31 894 75 376 2030 68 57381 672 34025 919690 27777 1847 123 10992 6133 548 453 276 leaf_count=217271 9223 1185 954 4616 31 5091 33 20942 110 109 1344 6432 31 894 75 376 2030 68 57381 672 34025 919690 27777 1847 123 10992 6133 548 453 276 internal_value=-1.26632e-06 -4.7135e-05 -0.00190571 0.000172447 0.00109845 0.00232155 0.00377244 0.000451197 0.0114829 -0.000297778 -0.000896469 5.05145e-05 -0.000799556 0.00527828 0.0210979 -0.00102168 0.00047078 0.0240349 -2.89927e-05 0.00243814 -3.77891e-05 6.70567e-06 -0.000536102 0.00400491 -0.00168985 -0.00247837 -0.000184543 0.00190338 0.0053419 0.0112942 internal_weight=1.33073e+06 1.05275e+06 10177 277978 32344 11193 6577 21151 209 1486 1453 245634 28363 1000 106 27363 8462 99 1.04258e+06 3704 1.03887e+06 953715 85158 3032 18901 12392 6509 1400 852 399 internal_count=1330732 1052754 10177 277978 32344 11193 6577 21151 209 1486 1453 245634 28363 1000 106 27363 8462 99 1042577 3704 1038873 953715 85158 3032 18901 12392 6509 1400 852 399 cat_boundaries=0 1 2 3 4 cat_threshold=385 4 2957 4119 is_linear=0 shrinkage=0.05 Tree=939 num_leaves=31 num_cat=2 split_feature=98 58 12 9 14 63 35 77 33 32 136 106 75 28 125 36 9 136 80 8 30 124 54 35 33 66 84 124 39 36 split_gain=4.08942 6.96834 13.0887 8.13259 8.05353 7.19742 7.50246 11.9443 12.8451 7.55063 7.2946 8.00586 8.47614 9.49861 7.07032 8.9909 14.1471 11.2816 9.89304 10.7736 7.86138 7.96002 19.4957 7.5241 7.41243 8.23809 7.19262 10.0064 7.73467 7.55827 threshold=-0.97793260216712941 288.53346252441412 2.8750000000000004 6.7500000000000009 3.7350000143051152 0.65378728508949291 13.150000095367433 2.9850000143051152 10.949999809265138 11.150000095367433 0 -0.99389103055000294 0.80873385071754467 1019.9500122070314 -0.3172925859689712 13.84999990463257 9.7500000000000018 1 269.31750488281256 7.8500001430511483 1017.1499938964845 -0.93038213253021229 22.925000190734867 5.9500000476837167 14.050000190734865 10.914999961853029 0.84828665852546703 -0.97988739609718312 10.750000000000002 12.34999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -3 -4 -5 6 7 9 -9 -1 -11 -12 -13 -14 15 17 -17 24 -19 -20 -18 22 -22 -16 26 -26 29 28 -28 -7 right_child=-2 2 3 4 -6 14 -8 8 -10 10 11 12 13 -15 23 16 20 18 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0017835381643778105 3.0075097832600568e-05 -0.00053600306075523337 -0.00083684615668613155 -0.0084524551564428823 -0.0013408933246359489 0.0013313425151543811 -3.3957286973039448e-06 0.00016368046738439901 -0.0020452569238684319 0.00030783260141041416 0.014058972842821791 0.0024805090372580986 0.034394560654958092 0.0013325829169757311 -0.0046462214134420565 0.0019992511288004109 0.0069215619202215514 -0.0040111786970336337 0.0024078970741370611 0.03624631553888321 0.072368721841346656 0.0085014710873733031 0.015737568879267201 7.8706836685400204e-05 0.0021462896305526938 -0.013954125909403287 -0.025449202329198468 5.8077539979495796e-05 -0.0043313103061545328 0.0052528043694555372 leaf_weight=1935 1180422 12030 1101 1289 576 4771 52804 9559 21127 3151 184 1938 45 42 868 3939 488 1993 398 25 21 76 55 28755 155 163 72 986 109 1655 leaf_count=1935 1180422 12030 1101 1289 576 4771 52804 9559 21127 3151 184 1938 45 42 868 3939 488 1993 398 25 21 76 55 28755 155 163 72 986 109 1655 internal_value=-1.20232e-06 -0.000246832 -0.00126948 -0.00424442 -0.00625607 -0.000133499 -0.000388887 -0.000924826 -0.00135715 0.000893724 0.00186024 0.00405489 0.0031659 0.0184336 0.000387184 0.00127537 0.0031195 0.000457675 -0.0025267 0.0044078 0.0100143 0.0199436 0.0313857 -5.97409e-05 0.00137056 -0.00610644 0.0016855 -0.00192561 -0.0127318 0.00234131 internal_weight=1.33073e+06 150310 14996 2966 1865 135314 90785 37981 30686 7295 5360 2209 2025 87 44529 14906 4579 10327 2416 423 640 152 76 29623 7911 318 7593 1167 181 6426 internal_count=1330732 150310 14996 2966 1865 135314 90785 37981 30686 7295 5360 2209 2025 87 44529 14906 4579 10327 2416 423 640 152 76 29623 7911 318 7593 1167 181 6426 cat_boundaries=0 1 2 cat_threshold=6305 2262 is_linear=0 shrinkage=0.05 Tree=940 num_leaves=31 num_cat=0 split_feature=60 17 35 32 35 37 83 31 98 123 31 123 39 4 99 107 32 113 19 12 67 98 3 124 124 111 65 35 66 12 split_gain=4.02015 5.49928 8.99064 4.60441 6.31815 5.70723 5.74321 5.42442 10.9785 10.748 5.34285 6.69797 5.59435 8.43985 8.50744 7.95294 5.40598 7.5927 5.42315 5.94225 5.05669 4.85021 4.71784 4.63499 4.62892 5.42285 4.65779 4.42664 4.19104 6.246 threshold=0.90423935651779186 18.219999313354496 14.150000095367433 12.750000000000002 10.949999809265138 14.050000190734865 247.94649505615237 1024.549987792969 -0.97310560941696156 -0.21643137186765668 1021.4500122070314 0.23343648016452792 12.449999809265138 4.4500000476837167 -0.95478558540344227 -0.82579943537712086 9.6500000953674334 -0.73724925518035878 17.029999732971195 4.4049999713897714 52.774999618530281 -0.92972499132156361 339.50000000000006 0.50751903653144848 -0.93038213253021229 0.46133302152156835 26.545000076293949 8.2500000000000018 77.200000762939467 3.1149998903274541 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 5 -5 10 -7 -6 9 -9 16 -12 -13 14 -14 21 17 18 19 24 -8 -16 -10 -11 25 -2 -26 -21 29 -18 right_child=1 2 -4 4 7 6 20 8 22 23 11 12 13 -15 15 -17 28 -19 -20 27 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=1.773440413980691e-05 0.0039651567342917663 0.001188522740743129 0.017679016893533499 0.018464632342194975 -0.00057160707932012655 0.028374621666967872 -0.0012900724020089556 0.054249447342008351 -0.0020598842718979925 0.022691374148375222 -0.0020182193952688059 0.0012419226314859834 0.0043275744038900098 -0.0051631670839224868 0.060945373649398484 0.0087278792142079994 -0.0025364102981271664 0.010059248205340867 -0.010529100571932529 -0.0019176332386401059 0.017226861183977839 0.027351232573114843 0.019246226586401464 -0.0070215015406055112 -0.0053948983767885678 0.036280259834602473 0.0033331377994642013 -0.017548616394678786 0.0015026379863869537 -0.0069848525714989234 leaf_weight=1317505 37 636 95 46 4655 25 159 20 194 35 1365 441 56 52 21 26 1615 154 153 110 48 22 30 21 227 20 468 77 297 1543 leaf_count=1317505 37 636 95 46 4655 25 159 20 194 35 1365 441 56 52 21 26 1615 154 153 110 48 22 30 21 227 20 468 77 297 1543 internal_value=9.21763e-06 -0.00087795 0.00333161 -0.00113617 1.96055e-05 -0.00197191 0.00573764 -0.00015163 0.00636502 0.022786 -0.00223951 -6.29437e-05 0.00425575 0.0117648 0.0188068 0.030558 -0.00315764 -0.000334212 -0.00179996 -0.000377636 0.00300371 0.0437577 0.000793613 0.011549 0.00160583 0.0153038 0.000482398 -0.00835392 -0.00417587 -0.00470992 internal_weight=1.33015e+06 12648 731 11917 5001 6916 232 4955 300 76 6684 1983 618 177 125 69 4701 1246 1092 939 207 43 224 56 752 57 695 187 3455 3158 internal_count=1330153 12648 731 11917 5001 6916 232 4955 300 76 6684 1983 618 177 125 69 4701 1246 1092 939 207 43 224 56 752 57 695 187 3455 3158 is_linear=0 shrinkage=0.05 Tree=941 num_leaves=31 num_cat=2 split_feature=23 79 15 28 36 15 12 28 27 1 3 136 22 34 113 34 35 127 76 12 15 136 71 124 105 103 30 58 72 78 split_gain=3.69974 12.3327 6.8427 5.29965 8.57666 6.17092 5.46161 7.59359 5.08466 4.32696 3.96876 3.95378 3.93433 3.91775 3.81501 3.9645 5.28037 4.50979 4.44389 3.78874 4.23779 4.27241 6.44381 4.76602 4.03812 7.02461 6.14741 10.3864 8.74232 6.59397 threshold=4.2249999046325692 2.3649998903274541 1.4049999713897707 1014.5499877929689 12.050000190734865 0.70499998331069957 2.2549999952316289 1006.4500122070314 346.50000000000006 122.50000000000001 180.50000000000003 0 4.5750000476837167 10.550000190734865 -0.9366365075111388 13.34999990463257 16.250000000000004 -0.79332312941551197 8.4149999618530291 0.63499999046325695 0.74500000476837169 1 265.95028686523443 0.04361772537231446 0.3192365169525147 0.5420115888118745 1008.1499938964845 283.74142456054693 0.49558824300765997 43.555000305175788 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 3 8 4 5 -1 7 9 14 -6 -11 -5 -9 -8 15 17 18 -3 -17 20 -2 -22 -23 -24 -21 26 27 -26 -29 -28 right_child=19 2 -4 11 6 -7 13 12 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 24 21 22 23 -25 25 -27 29 28 -30 -31 leaf_value=0.029879815435475205 -0.0011254494805978828 -0.012209178549660879 0.018063933887269078 0.0020746168766324373 -0.008335755416192114 0.0049874656605884762 -0.034704965370751566 -0.0023891087524531961 0.026804698008851598 0.03631390654260204 0.010886754968873504 -0.0018974431801208659 0.0014125937868163794 -0.004512287772641602 0.00083877023401654699 0.0028100262876047388 0.0086793581670748868 0.011233579632014306 -0.0075570196396096013 1.6066429981850762e-05 0.00023424342248964562 0.0022592833986749506 0.029163042099579525 0.0044756983917014787 -0.0094567619126395032 -0.0069993537940197725 -0.0002571613138557058 0.035224081245674325 0.00084592599194930414 0.016077172454993523 leaf_weight=34 14055 22 82 3248 20 93 21 3549 23 21 57 769 842 22 1039 787 350 304 119 1296428 3606 237 46 34 426 514 3204 22 116 63 leaf_count=34 14055 22 82 3248 20 93 21 3549 23 21 57 769 842 22 1039 787 350 304 119 1296428 3606 237 46 34 426 514 3204 22 116 63 internal_value=8.75675e-06 0.000905557 0.00383919 -1.61888e-05 -0.00116365 0.0116516 -0.00152277 -0.00135289 0.00339802 0.0124125 0.0177325 0.00131466 -0.00166011 -0.0192575 0.00319262 0.00473855 0.00346336 0.00965155 0.00144835 1.00296e-06 -0.000719882 0.00073315 0.00620527 0.0186709 1.09663e-05 -0.00151077 -0.000774369 -0.0055949 0.0063265 5.78258e-05 internal_weight=1.33015e+06 11402 2726 8676 4659 127 4532 4489 2644 98 78 4017 4391 43 2621 1582 1256 326 906 1.31875e+06 17978 3923 317 80 1.30077e+06 4345 3831 564 138 3267 internal_count=1330153 11402 2726 8676 4659 127 4532 4489 2644 98 78 4017 4391 43 2621 1582 1256 326 906 1318751 17978 3923 317 80 1300773 4345 3831 564 138 3267 cat_boundaries=0 1 2 cat_threshold=2264 2720 is_linear=0 shrinkage=0.05 Tree=942 num_leaves=31 num_cat=1 split_feature=60 39 31 8 52 54 105 39 57 35 12 4 78 79 29 107 66 31 9 67 77 59 94 68 12 136 124 31 120 23 split_gain=3.63141 4.98583 8.01634 6.04704 6.37234 11.7322 12.3659 6.75131 6.44986 8.56851 6.31844 6.69933 5.78482 6.87482 6.52987 5.99063 5.51605 6.2486 5.2331 5.1761 4.87766 7.46847 4.79305 5.14189 6.21447 5.34481 6.46462 5.5797 5.1787 5.6363 threshold=0.90423935651779186 12.449999809265138 1021.6499938964845 6.0499999523162851 48.93499946594239 78.634998321533217 -0.99506780505180348 12.650000095367433 301.15081787109381 11.150000095367433 3.3850001096725468 7.2500000000000009 23.675000190734867 45.725000381469734 1018.6499938964845 -0.97891172766685475 28.785000801086429 1025.1499633789065 7.1499998569488534 27.755000114440922 2.2350000143051152 304.27301025390631 0.1223459653556347 277.53230285644537 4.0850000381469735 0 -0.93038213253021229 1017.6499938964845 -0.79332312941551197 8.8850002288818377 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=-1 22 12 4 8 6 19 -7 -4 -10 11 -5 15 14 -14 -3 17 -8 -12 -6 21 -17 -2 -24 25 26 -25 -27 -26 -30 right_child=1 2 3 10 5 7 16 -9 9 -11 18 -13 13 -15 -16 20 -18 -19 -20 -21 -22 -23 23 24 28 27 -28 -29 29 -31 leaf_value=1.6413591265924734e-05 -0.0060737615275489633 0.0014367180509297344 -0.0022349316848014342 0.0011251447050486091 0.060580981508828707 0.023223755284885152 0.012823962126709918 0.00018263876587993496 0.038835353062798582 0.00026607724479011573 -0.014327921930459543 0.025159203626349658 0.0099175139196499649 -0.0083477363557271349 -0.0042428374857167309 0.00081664628385303382 0.00088108967825332107 0.040949494089931253 -0.0001564180074063571 0.025801213020863741 -0.0028074468001121197 0.026858071346992047 0.0041762129856589064 0.025415036846500112 -0.014582004344476193 0.0012742537284746959 0.0025516472345824379 -0.0035626427529962153 0.0014107456821992222 -0.0082976827797123214 leaf_weight=1317505 659 1551 306 149 20 36 94 272 24 36 114 36 351 92 106 544 68 25 152 23 3880 29 366 34 145 932 341 1655 265 343 leaf_count=1317505 659 1551 306 149 20 36 94 272 24 36 114 36 351 92 106 544 68 25 152 23 3880 29 366 34 145 932 341 1655 265 343 internal_value=8.31907e-06 -0.000834864 -6.62933e-05 0.00343457 0.00579383 0.00925629 0.0178007 0.00287576 0.000704203 0.0156938 -0.00129441 0.00580204 -0.000790186 0.00412261 0.00663306 -0.00123941 0.0122412 0.0187327 -0.00622992 0.0419778 -0.00217151 0.00213462 -0.00211711 -0.00147819 -0.00203526 -0.00100417 0.00450448 -0.00181308 -0.00609117 -0.00406621 internal_weight=1.33015e+06 12648 7908 1355 904 538 230 308 366 60 451 185 6553 549 457 6004 187 119 266 43 4453 573 4740 4081 3715 2962 375 2587 753 608 internal_count=1330153 12648 7908 1355 904 538 230 308 366 60 451 185 6553 549 457 6004 187 119 266 43 4453 573 4740 4081 3715 2962 375 2587 753 608 cat_boundaries=0 1 cat_threshold=4 is_linear=0 shrinkage=0.05 Tree=943 num_leaves=31 num_cat=2 split_feature=111 7 24 122 65 136 22 136 70 42 63 128 134 34 38 75 59 79 79 79 33 36 87 4 122 20 79 69 63 38 split_gain=3.46519 17.8683 16.7029 15.1181 16.4868 19.4197 14.9281 12.1913 12.0154 11.8275 11.9461 13.7235 26.7896 17.6932 17.4007 16.8993 23.111 10.5463 10.1442 11.9652 11.9004 11.1148 11.8503 9.86889 10.2982 13.0738 9.93476 10.7685 10.1765 10.2853 threshold=-0.017508870922029015 7.3500001430511483 285.50000000000006 -0.60873827338218678 41.135000228881843 0 5.7149999141693124 1 306.51977539062506 16.650000572204593 0.48630981147289282 206.50000000000003 1011.0499877929689 13.550000190734865 11.550000190734865 0.7276454269886018 290.34628295898443 39.895000457763679 26.914999961853031 3.7849999666213994 10.550000190734865 14.050000190734865 0.77245828509330761 11.550000190734865 -0.41467745602130884 6.0950000286102304 11.72499990463257 284.36039733886724 0.7091459631919862 10.250000000000002 decision_type=2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 17 4 5 -3 -7 -6 18 10 -5 -12 -13 14 -14 -15 -17 23 19 -4 21 -21 -23 24 -1 -26 27 28 29 -27 right_child=-2 3 8 9 7 6 -8 -9 -10 -11 11 12 13 15 -16 16 -18 -19 -20 20 -22 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00072365353354538441 3.5654447720797178e-05 0.0016073156308574008 -0.00019131429716359304 -0.0013411610655473661 0.013228176336476237 0.023921622513277854 0.0070251921146994179 -0.0020472340650031693 0.0029664224500601244 0.038695498714223509 0.00075448112026892794 -0.0064715025511041697 0.040166858446378358 -0.0010778160694126901 0.0037015331968701828 0.029959947029586698 0.091895811092108495 0.0073111285792805299 0.0032719894772048406 -0.00051448735525330637 -0.0033921136510108498 0.0067560637206362005 0.050693514441982626 -0.0040761883310192299 0.002021074413316499 0.0071940273923268563 -0.0017630469711170959 -0.0028367564182379271 0.002434610594031647 -0.00013202863786633936 leaf_weight=39966 1189495 2544 6145 8013 131 140 1973 1778 1345 20 15113 185 39 26 203 61 20 467 917 3246 14095 57 21 1630 9570 493 6914 2380 6185 16981 leaf_count=39966 1189495 2544 6145 8013 131 140 1973 1778 1345 20 15113 185 39 26 203 61 20 467 917 3246 14095 57 21 1630 9570 493 6914 2380 6185 16981 internal_value=7.90311e-06 -0.00022678 -0.000521735 0.000849942 0.00297282 0.00457694 0.00810633 -0.00094043 -0.00163469 0.000261309 0.00022882 0.00103283 0.00891038 0.0170641 0.00957818 0.0339949 0.0452528 -0.000181924 -0.00188748 -0.00208826 -0.00275746 -6.62956e-05 0.0185854 -0.000223522 -0.000147393 0.000394216 -7.82461e-05 0.00036911 0.000691608 7.46639e-05 internal_weight=1.33015e+06 140658 110412 30246 6566 4657 2113 1909 25826 23680 23660 15647 534 349 242 107 81 84586 24481 23564 17419 3324 78 84119 82489 42523 32953 26039 23659 17474 internal_count=1330153 140658 110412 30246 6566 4657 2113 1909 25826 23680 23660 15647 534 349 242 107 81 84586 24481 23564 17419 3324 78 84119 82489 42523 32953 26039 23659 17474 cat_boundaries=0 1 2 cat_threshold=2210 5120 is_linear=0 shrinkage=0.05 Tree=944 num_leaves=31 num_cat=2 split_feature=124 20 12 136 41 6 4 13 36 107 32 32 126 4 33 11 19 136 29 29 31 17 36 0 5 77 31 22 117 11 split_gain=3.33731 16.2108 15.473 13.0731 12.6088 12.2088 13.2147 11.0823 11.0758 11.0694 10.6715 10.3131 11.9351 11.4472 10.8317 10.395 19.8665 21.0834 28.1152 21.5433 31.691 21.579 16.7395 16.1142 10.2883 10.1508 14.5247 9.69723 11.4092 19.6024 threshold=-0.93038213253021229 6.7750000953674325 2.4550000429153447 0 11.250000000000002 10.84999990463257 4.1499998569488534 1.0649999976158144 11.949999809265138 -0.90843316912651051 15.449999809265138 11.34999990463257 -0.76037701964378346 3.3500000238418584 10.84999990463257 14.150000095367433 13.344999790191652 1 1014.7500000000001 1013.5499877929689 1006.4500122070314 12.699999809265138 10.250000000000002 173.50000000000003 10.650000095367433 5.6349999904632577 1022.4500122070314 6.2149999141693124 0.14780378341674807 10.250000000000002 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -4 6 -1 -8 -7 -6 -10 12 14 -14 27 25 17 19 -19 20 -17 23 -20 -22 -9 -13 -27 28 -3 -30 right_child=-2 11 4 -5 9 8 7 24 10 -11 -12 15 13 -15 -16 16 -18 18 22 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.00069615873039481895 3.0326570238544468e-05 -0.00028601461861488281 -0.0028919522671688662 -0.00018618034345673116 0.025199755365028977 0.012944734875041912 0.0022236870791263316 -0.0062077254972810539 -0.0055302119075513641 -0.012757311232145588 0.032602661736309532 0.00097002424249152501 -0.00074572805780272092 0.0031776956413725726 -0.0045560679013446096 0.0059128067153808367 -0.0020291346216711015 0.0013572613652531637 0.06187506224960089 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3099 2015 1768 247 176 99 330 65 4175 41228 13377 11034 280 117 internal_count=1330153 101916 36365 31660 4705 6765 6293 4706 472 505 242 65551 21224 7673 13551 44327 3099 2015 1768 247 176 99 330 65 4175 41228 13377 11034 280 117 cat_boundaries=0 1 2 cat_threshold=281 769 is_linear=0 shrinkage=0.05 Tree=945 num_leaves=31 num_cat=2 split_feature=28 31 116 31 37 136 12 19 64 87 39 91 3 78 26 65 68 69 136 121 15 4 64 65 20 11 39 83 18 39 split_gain=3.30939 10.5932 10.8645 10.2621 10.4994 17.0228 10.2771 12.919 11.2855 13.3178 19.2523 14.9838 26.1947 18.1405 13.6552 12.9137 16.7295 13.4096 12.0024 11.9888 14.3965 10.5006 10.5322 10.2081 10.0072 12.8612 9.92144 14.1218 11.8251 11.6437 threshold=1011.1499938964845 1011.5499877929689 0.77159520983695995 1022.5499877929689 16.150000572204593 0 2.4250000715255742 9.5450000762939471 115.05000305175783 0.82540473341941845 12.84999990463257 -0.75207716226577748 294.50000000000006 12.675000190734865 263.50000000000006 33.774999618530281 270.45207214355474 253.32682037353518 1 -0.94260558485984791 3.3549998998641972 14.84999990463257 16.945000648498539 23.224999427795414 5.7950000762939462 1.7500000000000002 11.750000000000002 306.96795654296881 17.029999732971195 15.250000000000002 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 24 7 -7 9 10 -8 12 14 23 15 16 -12 -17 -16 20 -13 22 -21 -14 25 -3 -11 29 -29 -28 right_child=-2 2 -4 -5 -6 6 8 -9 -10 26 11 19 13 -15 18 17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=2.1366229260925448e-05 -3.2707763778206151e-05 0.052088358178734785 -0.0016716302949333992 -0.020964281658346479 -7.8499844701999477e-05 0.00063497405385807583 -0.00046919800536789427 0.0038869504742999809 0.020332100464563286 0.0011110246225143783 0.0020325345687902058 0.0050669524333594989 0.032964870043318065 0.009859475509283391 -0.0078036756887079469 0.069897451353344062 0.04678935590558328 0.017733287501947158 0.0075598037057341668 0.0029776964362912416 0.051263255188958003 -0.016709750061059691 -0.017590691863248745 0.074144922665975707 0.0031478803274331869 0.011246094481527295 -0.010378022706370555 -0.0011757549348407272 0.027881639999513694 0.010763065806490238 leaf_weight=177865 1115614 20 3569 52 10134 5334 4702 7145 70 1020 106 48 34 47 166 22 26 28 461 1092 26 82 66 27 539 532 936 652 37 70 leaf_count=177865 1115614 20 3569 52 10134 5334 4702 7145 70 1020 106 48 34 47 166 22 26 28 461 1092 26 82 66 27 539 532 936 652 37 70 internal_value=1.90226e-06 0.000181567 0.000950785 0.00123039 0.00126492 0.00184952 0.00154682 0.00249693 0.000328364 0.000183229 0.00134573 0.00517082 0.0100759 0.0332048 0.00698822 0.0190453 0.0108483 0.0406855 0.00348839 0.00174773 0.0212981 0.000581016 0.0018054 0.0511921 0.00792134 0.0127259 -0.00278532 -0.00513002 0.000384657 -0.00890697 internal_weight=1.33052e+06 214908 37043 33474 33422 23288 22197 12479 9718 9648 6933 2231 917 108 809 182 132 50 627 1314 74 1240 1158 61 1091 552 2715 1695 689 1006 internal_count=1330522 214908 37043 33474 33422 23288 22197 12479 9718 9648 6933 2231 917 108 809 182 132 50 627 1314 74 1240 1158 61 1091 552 2715 1695 689 1006 cat_boundaries=0 1 2 cat_threshold=32 768 is_linear=0 shrinkage=0.05 Tree=946 num_leaves=31 num_cat=2 split_feature=24 12 136 15 20 92 15 31 119 35 29 36 125 3 136 26 28 12 31 28 52 12 35 6 31 118 36 31 127 23 split_gain=3.27075 11.6095 13.1079 14.0696 14.2289 11.1184 10.8366 9.34841 9.93545 8.90526 32.77 14.6599 12.897 11.1052 9.11786 9.71006 9.37035 8.84823 8.84416 8.35042 8.22861 8.12055 7.89113 7.7607 7.60111 7.83266 7.51554 7.85716 21.5188 9.05104 threshold=196.50000000000003 1.985000014305115 0 3.2849999666213994 6.6150000095367441 0.89104363322258007 1.185000002384186 1019.0499877929689 -0.026175950653851029 8.2500000000000018 1003.0499877929689 11.050000190734865 -0.043617725372314446 158.50000000000003 1 176.50000000000003 1000.4500122070314 2.6950000524520878 1001.8500061035157 1021.5499877929689 12.75500011444092 2.3950001001358037 13.550000190734865 9.5500001907348651 1011.4500122070314 -0.16504132002592084 13.449999809265138 997.35000610351574 -0.93038213253021229 6.6250000000000009 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 7 5 -5 19 -7 8 -3 10 18 -11 13 -12 15 -13 -16 -17 -8 -4 23 -18 26 24 25 -10 27 28 -6 -29 right_child=-2 2 3 4 22 6 9 -9 20 11 12 14 -14 -15 16 17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-8.1456570335899684e-05 2.3291915437307468e-05 -0.00073824871206941455 -0.0022181230272071352 0.014015060309269328 0.056465356428155006 -0.023311589630743999 -0.0078516212308036015 -0.006150011722183755 -0.0057723187489642043 -0.015654138092281403 0.033625476315439225 0.011745524066774284 -0.0034601958468556404 0.005804225199269774 0.014393666104297154 0.0032650310154301379 -0.0051487257914842521 -0.0096076708507713722 -0.035626364234044694 0.017414799133654346 -0.0085700186167625685 -0.013065283839101178 -0.0096314568247486791 0.010373641816705338 -0.0029929571648158551 0.019683361289081287 0.013826613596386532 0.011054302411102647 0.0013610093644564297 -0.0046689469394279766 leaf_weight=82137 1237568 1330 3546 204 22 88 218 387 45 386 94 136 66 58 48 265 876 269 33 55 94 514 190 633 287 92 110 109 91 571 leaf_count=82137 1237568 1330 3546 204 22 88 218 387 45 386 94 136 66 58 48 265 876 269 33 55 94 514 190 633 287 92 110 109 91 571 internal_value=1.80706e-06 -0.000284237 -0.00182402 -0.00286739 0.00189288 -0.00379985 -0.00602063 0.00107406 0.00220524 -0.0055071 0.000813952 -0.00669578 0.0149957 0.0230095 -0.0050554 -0.000179175 -0.00727551 -0.00321953 -0.0115033 -0.00191826 0.00560649 -0.00807614 -0.000369633 0.00686722 0.0016324 0.011322 0.00157914 -0.000119748 0.0120893 -0.0021486 internal_weight=1.33052e+06 92954 10817 7949 1297 6652 3051 2868 2481 2963 469 2494 218 152 2108 670 1438 534 251 3601 1151 1390 1093 1057 424 137 903 793 113 680 internal_count=1330522 92954 10817 7949 1297 6652 3051 2868 2481 2963 469 2494 218 152 2108 670 1438 534 251 3601 1151 1390 1093 1057 424 137 903 793 113 680 cat_boundaries=0 1 2 cat_threshold=112 138 is_linear=0 shrinkage=0.05 Tree=947 num_leaves=31 num_cat=2 split_feature=28 29 29 36 91 12 2 102 39 136 14 40 32 107 63 97 107 89 90 36 39 18 0 136 17 14 28 25 32 15 split_gain=3.03286 10.0651 9.09479 8.32955 13.5767 15.0298 19.4541 34.8625 12.5347 18.361 20.5562 18.0248 12.1258 23.2711 16.5998 12.8181 14.964 17.4188 15.1057 11.9646 15.0715 14.1601 11.7393 11.5083 12.3173 25.9351 19.0929 16.9117 12.0411 11.371 threshold=1011.1499938964845 1011.0499877929689 1015.5499877929689 11.750000000000002 -0.95026651024818409 2.9150000810623173 234.50000000000003 -0.46531765162944788 11.34999990463257 0 4.2349998950958261 9.4499998092651385 11.550000190734865 -0.064020182937383638 0.72152400016784679 -0.86332452297210682 -0.72042855620384205 -0.99810150265693653 -0.99329859018325795 10.650000095367433 9.5500001907348651 11.775000095367433 311.50000000000006 1 12.699999809265138 4.9649999141693124 1000.4500122070314 270.50000000000006 13.550000190734865 2.2050000429153447 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 3 -3 4 12 22 8 -8 19 -10 -11 -12 -1 15 -15 16 -14 18 -18 20 21 -7 -6 24 25 -5 27 -26 -28 -21 right_child=-2 2 -4 23 5 6 7 -9 9 10 11 -13 13 14 -16 -17 17 -19 -20 29 -22 -23 -24 -25 26 -27 28 -29 -30 -31 leaf_value=3.3882135015575792e-05 -3.1415807146948152e-05 0.0015093653841431118 -0.0054059814886656139 0.0011544544960081996 0.00054951783996533667 -0.0064750864669131589 0.064261191598849285 -0.00032279042289887878 -0.00040538582292170416 -0.016007524620995528 -0.00826978689449555 0.018740051481598879 0.001012612325386461 0.015486812021117659 0.058869928617736905 -0.0020891571955185752 0.059317742079934656 0.008814535968938917 0.014944481593556703 -0.013462773592938194 -0.0087051900999923961 0.0084624571714435014 -0.0024353564174433595 0.00012558969811712792 0.0054750220816848537 -0.023274596314038245 0.0053922475908175114 0.033406221950426696 -0.0027743525647136542 0.00015431698011030481 leaf_weight=5140 1115614 17158 489 5124 12730 338 21 4191 538 811 226 85 603 92 29 700 34 481 44 164 1435 299 4444 154470 112 111 1999 105 583 2352 leaf_count=5140 1115614 17158 489 5124 12730 338 21 4191 538 811 226 85 603 92 29 700 34 481 44 164 1435 299 4444 154470 112 111 1999 105 583 2352 internal_value=1.71671e-06 0.000173712 0.00131774 7.13667e-05 -0.000631173 -0.00113289 -0.00262704 -7.90513e-07 -0.00439749 -0.00812068 -0.0117122 -0.000887677 0.00131525 0.00463659 0.0258844 0.00325583 0.00647569 0.0123688 0.0342867 -0.00305039 -0.00586402 0.000536414 -0.000222858 0.000221629 0.00206545 0.000636475 0.00474545 0.0189901 0.00354828 -0.000733284 internal_weight=1.33052e+06 214908 17647 197261 34757 27634 10460 4212 6248 1660 1122 311 7123 1983 121 1862 1162 559 78 4588 2072 637 17174 162504 8034 5235 2799 217 2582 2516 internal_count=1330522 214908 17647 197261 34757 27634 10460 4212 6248 1660 1122 311 7123 1983 121 1862 1162 559 78 4588 2072 637 17174 162504 8034 5235 2799 217 2582 2516 cat_boundaries=0 1 2 cat_threshold=833 12 is_linear=0 shrinkage=0.05 Tree=948 num_leaves=31 num_cat=1 split_feature=88 34 17 136 125 87 15 52 86 115 60 31 3 21 128 85 30 124 16 26 57 63 39 57 135 4 76 26 24 12 split_gain=3.0151 6.05273 4.08066 4.15828 5.25618 6.435 4.51516 5.05719 5.04236 4.417 7.28037 4.66073 4.003 4.42686 3.60336 3.5936 3.55887 5.65215 4.89801 3.90423 4.26445 3.71478 6.36995 5.16071 3.63918 4.06752 4.19228 3.4794 3.37835 10.6615 threshold=-0.99947187304496754 5.9500000476837167 12.699999809265138 0 -0.9099266231060027 0.78859421610832225 4.4849998950958261 19.765000343322757 0.7647569775581361 -0.93038213253021229 0.77758616209030162 1012.7500000000001 167.50000000000003 6.2149999141693124 274.50000000000006 0.83728799223899852 1011.6499938964845 -0.99687939882278431 17.029999732971195 301.50000000000006 279.82891845703131 0.82073098421096813 13.250000000000002 261.96063232421881 1019.1499938964845 12.750000000000002 25.704999923706058 286.50000000000006 195.50000000000003 1.9450000524520876 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 -3 7 -6 -9 10 -10 -12 13 -7 16 -16 17 -4 19 21 -21 23 -23 -19 25 26 -25 -17 29 -2 right_child=28 2 14 -5 6 12 -8 8 9 -11 11 -13 -14 -15 15 27 -18 18 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0064278415012292978 -8.2890790365713782e-05 -0.0084491716980889028 0.025625603607234856 -0.00053987040550796523 0.001902160597775355 0.02995478314347565 -0.017397681745732651 0.0014560654689197803 0.041735112057490781 0.0039529108264971342 0.027458349494263529 -0.0062676211952098788 -0.0031202940698713067 0.0046191366910934449 -0.014389296080826701 0.011791019593639408 -0.0015267017814536809 0.0093814922927967503 -0.0088222024433717537 0.033129453531277941 0.0022767844881551964 0.014463241080071514 -0.0017808350311268283 -0.00047749035844097521 -0.02227522401220125 0.01474208900540629 -0.012403765955241397 -0.010225920142654919 3.2801607276338096e-05 -0.0017554866187058965 leaf_weight=436 78686 276 24 7593 3075 20 29 97 33 42 20 21 175 125 103 34 7421 105 111 21 24 127 115 317 23 34 96 38 1220461 10840 leaf_count=436 78686 276 24 7593 3075 20 29 97 33 42 20 21 175 125 103 34 7421 105 111 21 24 127 115 317 23 34 96 38 1220461 10840 internal_value=1.63076e-06 -0.000599537 -0.000473106 0.000142578 0.00146448 -0.00285492 0.002245 0.00241825 0.00986886 0.0169037 0.0242541 0.0101841 0.00197011 0.00811371 -0.00129751 -0.00839879 -0.00114988 0.00165494 0.00106368 0.00233669 0.0166747 0.00154696 0.00674395 -0.000640293 -0.0028792 -0.0018812 -0.0032497 0.000170968 1.10545e-05 -0.000285412 internal_weight=1.33052e+06 20535 20099 11506 3913 596 3317 3288 213 116 74 41 320 145 8593 175 8418 997 973 862 45 817 242 575 470 447 413 72 1.30999e+06 89526 internal_count=1330522 20535 20099 11506 3913 596 3317 3288 213 116 74 41 320 145 8593 175 8418 997 973 862 45 817 242 575 470 447 413 72 1309987 89526 cat_boundaries=0 1 cat_threshold=896 is_linear=0 shrinkage=0.05 Tree=949 num_leaves=31 num_cat=1 split_feature=3 21 35 10 101 25 19 126 136 15 84 32 38 116 114 124 39 36 29 15 21 115 12 12 35 121 26 96 5 40 split_gain=2.98702 6.09802 7.34777 10.1615 9.14869 9.03368 7.39227 8.47355 7.11887 6.66836 6.64672 6.56738 12.8913 7.44978 6.344 6.11155 5.76134 10.8829 5.67977 10.8406 6.25771 6.55145 6.07659 5.99013 6.69905 5.73203 6.86161 5.29157 5.11241 5.16214 threshold=347.50000000000006 8.3350000381469744 9.4499998092651385 10.750000000000002 0.91630530357360851 302.50000000000006 15.405000209808351 0.93038213253021251 0 2.9250000715255742 0.85543382167816173 11.949999809265138 11.650000095367433 0.66259482502937328 -0.26722820103168482 0.84335932135581981 10.150000095367433 9.6500000953674334 1016.3500061035157 2.6250000000000004 7.6949999332427987 -0.70088258385658253 2.0149999856948857 2.3249999284744267 9.8499999046325701 -0.41467745602130884 339.50000000000006 -0.46244259178638453 7.5499999523162851 11.050000190734865 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 9 8 28 6 -6 -8 -4 10 -2 14 13 -13 16 -7 17 -10 23 22 25 -22 -20 -17 -25 -21 -27 -24 29 -5 right_child=1 -3 3 4 5 15 7 -9 11 -11 -12 12 -14 -15 -16 18 -18 -19 19 20 21 -23 27 24 -26 26 -28 -29 -30 -31 leaf_value=1.6990811045339817e-05 -0.0007491211988337361 0.00072189704891271707 8.8029294951162364e-05 0.0034965500759227166 -8.3101175848307164e-05 -0.0048107685249124191 0.0039547929141138284 -0.027516064650633124 -0.0064533614494968047 -0.0054302237536683383 -0.0059658334733295763 -0.0027368059653761615 -0.001319714917397765 0.0067802797110346653 -0.0081642062917124374 -0.0049851466816867689 -0.0030210092958065662 0.0061778253769518843 0.002997404996542928 -0.015288314670729247 0.0013936470865571341 0.024645244375322808 -0.0040213342932229109 -0.016287683756672777 0.0045636647367510771 0.005398201325400709 -0.0050135976021244595 0.015611495721774796 -0.001566430821925827 0.029162429840791794 leaf_weight=1276298 4976 10472 14034 292 724 180 35 55 263 1245 696 274 9411 824 510 237 4262 485 159 46 56 66 37 40 1041 642 210 474 2457 21 leaf_count=1276298 4976 10472 14034 292 724 180 35 55 263 1245 696 274 9411 824 510 237 4262 485 159 46 56 66 37 40 1041 642 210 474 2457 21 internal_value=1.54902e-06 -0.000361912 -0.000621321 -0.000340534 0.00140922 0.00293816 -0.00176306 -0.0152774 -0.000734683 -0.00211659 -0.00138925 -0.00145415 -0.00072155 0.00440534 -0.0028515 0.00413854 -0.00231068 0.00173665 0.00467407 0.00659278 0.00334721 0.0139724 0.0115338 0.0022138 0.00379211 0.00190371 0.00283191 0.0141899 -0.000799753 0.00521854 internal_weight=1.33052e+06 54224 43752 36835 6772 4002 814 90 30063 6917 5672 16029 10509 1098 5520 3188 5010 748 3008 1690 1020 122 670 1318 1081 898 852 511 2770 313 internal_count=1330522 54224 43752 36835 6772 4002 814 90 30063 6917 5672 16029 10509 1098 5520 3188 5010 748 3008 1690 1020 122 670 1318 1081 898 852 511 2770 313 cat_boundaries=0 1 cat_threshold=2732 is_linear=0 shrinkage=0.05 Tree=950 num_leaves=31 num_cat=2 split_feature=104 76 31 35 84 65 67 118 33 65 107 109 57 28 36 70 101 107 124 103 84 84 136 115 82 136 33 0 1 20 split_gain=3.75234 6.34345 6.46175 5.97028 10.23 5.63378 15.0005 5.7836 5.1064 5.04182 5.41763 4.56999 4.65272 4.82063 4.28055 4.13788 4.04471 4.00783 3.89097 3.60645 3.74434 3.39044 3.38696 3.33476 14.5792 16.2516 10.416 8.27541 11.1218 11.0435 threshold=0.31884104013442999 5.6949999332427987 1018.6499938964845 11.949999809265138 0.88670679926872265 2.6950000524520878 6.6749999523162851 -0.77159520983695973 10.650000095367433 10.414999961853029 -0.97051376104354847 0.68313124775886547 289.85128784179693 1009.3500061035157 10.650000095367433 264.91702270507818 -0.345758706331253 -0.71282047033309925 0.0087262028828263612 0.25081680715084081 0.73698708415031444 0.87248894572258007 0 -0.94260558485984791 295.18760681152349 1 16.550000190734867 309.50000000000006 282.50000000000006 6.2349998950958261 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 left_child=23 8 3 4 11 6 7 -5 9 10 -2 12 -3 -14 -4 -6 -12 -7 19 -16 -21 -9 -10 24 25 26 -1 28 -27 -30 right_child=1 2 14 5 15 17 -8 21 22 -11 16 -13 13 -15 18 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=0.0010571571574728665 0.025324414739454234 -0.00066593369920155967 -0.029424590493241948 0.0093687814515854787 0.0088124523471508707 -0.010246977882414115 0.038324827965922084 -0.0089176534497808855 -0.0039926459027213113 0.02415030661093838 0.019636202035150652 -0.015521332657918697 0.031194903813302519 0.004118396601794908 -0.0047608589760533629 0.038918808348476885 -3.9420267288034613e-05 -0.0033616159130860908 -0.0010938346620403335 0.0010142913007875904 -0.020256384911481292 0.0093469987142210213 0.00048761867045781795 -3.8511207768633161e-05 -0.00070161485342536264 4.3685439088592762e-05 -0.0027543868362546143 -0.00047120594399275418 0.0017414927056799004 0.00018243478968438004 leaf_weight=64071 27 304 24 87 21 329 26 166 550 34 29 41 25 48 116 25 263 591 144 25 120 30 1706 918061 46317 194000 1844 54996 21330 24297 leaf_count=64071 27 304 24 87 21 329 26 166 550 34 29 41 25 48 116 25 263 591 144 25 120 30 1706 918061 46317 194000 1844 54996 21330 24297 internal_value=9.27671e-06 -0.00139635 -0.00342647 -0.00203756 0.00279476 -0.00386197 0.00197932 -0.00135985 0.000254819 0.00584689 0.00389605 0.000331907 0.002056 0.0133912 -0.00890762 0.0251746 0.00191467 -0.00582388 -0.0076918 -0.0113321 -0.016589 -0.00612204 -0.000620181 1.42959e-05 0.000133454 0.000240733 0.000950383 8.19297e-05 0.000208881 0.000911273 internal_weight=1.32965e+06 4731 2122 1693 464 1229 309 283 2609 353 319 418 377 73 429 46 292 920 405 261 145 196 2256 1.32492e+06 406855 360538 65915 294623 239627 45627 internal_count=1329647 4731 2122 1693 464 1229 309 283 2609 353 319 418 377 73 429 46 292 920 405 261 145 196 2256 1324916 406855 360538 65915 294623 239627 45627 cat_boundaries=0 1 2 cat_threshold=4608 4161 is_linear=0 shrinkage=0.05 Tree=951 num_leaves=31 num_cat=0 split_feature=105 67 99 118 116 128 2 16 22 60 58 60 65 57 103 37 113 79 54 5 126 36 67 30 91 91 107 87 102 38 split_gain=3.45133 7.99072 5.35664 6.76871 6.7661 5.32293 7.66206 7.90892 8.6434 6.01649 5.57256 5.39922 5.2826 4.9065 4.40673 5.20717 19.5842 4.70847 4.50374 4.67134 4.32096 4.17986 4.63232 4.70943 4.40315 4.01078 3.80165 3.6347 3.7104 3.26268 threshold=0.3192365169525147 12.625000000000002 -0.76548290252685536 -0.8703225553035735 -0.95878320932388295 53.500000000000007 1.0000000180025095e-35 7.4149999618530282 5.3949999809265146 0.60391554236412059 279.44630432128912 0.72718179225921642 37.145000457763679 266.49649047851568 0.41069474816322332 12.449999809265138 0.9238443672657014 5.4849998950958261 0.7749999761581422 8.8499999046325701 -0.90255093574523915 10.650000095367433 1.3650000095367434 1019.0499877929689 -0.91335445642471302 -0.96100193262100209 -0.76052388548851002 0.76026910543441784 0.51779660582542431 13.150000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 5 3 4 -3 6 7 8 -2 13 -7 -12 27 25 15 16 21 -17 19 -19 -16 -8 23 -23 26 -9 -24 -5 -29 -1 right_child=1 2 -4 12 -6 10 14 9 -10 -11 11 -13 -14 -15 20 17 -18 18 -20 -21 -22 22 24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.00010369101667871705 0.0076954915120656933 0.031532150535629348 -0.013574568123253397 -0.00064771911113341079 -0.0030545612992418391 -0.015686281284018021 -0.0075459689485315971 0.022498426944590533 0.048149758763611321 0.017269637139647135 0.022784478873522446 -0.0069394095418974762 -0.028818563574358178 -0.012250574033127213 -0.021822154113803716 0.0002281056293649783 0.052883282151306048 -0.0054128802809776423 -0.0078391488419756999 0.017063411263885296 -0.003487716675801568 0.032306169618719391 -0.0012119368956812026 0.0046156212851843409 -0.005053884026233052 0.0005633631215563842 0.010059129359967988 -0.011573610516862709 0.0042540827838497032 -5.4727507268375538e-05 leaf_weight=571745 31 26 176 301 31 112 87 26 23 63 22 50 23 61 34 1737 20 53 378 41 586 28 121 34 134 105 196 209 45 753149 leaf_count=571745 31 26 176 301 31 112 87 26 23 63 22 50 23 61 34 1737 20 53 378 41 586 28 121 34 134 105 196 209 45 753149 internal_value=8.81155e-06 -0.00133612 -0.00585601 -0.00371669 0.0127218 -0.000406235 3.1852e-07 0.0075431 0.024926 0.00386202 -0.00870965 0.00214289 -0.00533779 -0.000537358 -0.000675449 0.000161235 0.00421031 -0.00097522 -0.00540356 0.00439061 -0.00449315 0.00258788 0.00430649 0.017121 0.00254484 0.00491689 0.00575692 -0.00436471 -0.00876949 1.36365e-05 internal_weight=1.32965e+06 4753 811 635 57 3942 3758 309 54 255 184 72 578 192 3449 2829 620 2209 472 94 620 600 513 62 451 131 317 555 254 1.32489e+06 internal_count=1329647 4753 811 635 57 3942 3758 309 54 255 184 72 578 192 3449 2829 620 2209 472 94 620 600 513 62 451 131 317 555 254 1324894 is_linear=0 shrinkage=0.05 Tree=952 num_leaves=31 num_cat=1 split_feature=104 76 31 35 84 94 65 67 118 33 65 95 123 76 84 91 108 109 19 70 94 28 0 82 79 76 120 85 136 9 split_gain=3.18863 5.60909 5.73111 5.19159 9.05293 5.84642 4.79065 13.0505 5.1268 4.49643 4.59023 4.23524 4.39295 3.84485 3.56647 3.56091 3.4664 3.41333 3.36174 3.36007 4.94277 5.42445 3.74233 3.20136 3.18361 3.49604 3.29545 3.16562 3.1252 3.03446 threshold=0.31884104013442999 5.6949999332427987 1018.6499938964845 11.949999809265138 0.88670679926872265 0.071804109960794463 2.6950000524520878 6.6749999523162851 -0.77159520983695973 10.650000095367433 10.414999961853029 -0.84505814313888539 0.96359375119209301 9.5749998092651385 0.85421916842460643 -0.9819313883781432 -0.84033736586570729 0.68313124775886547 15.405000209808351 283.74879455566412 0.36396946012973791 1009.2500000000001 154.50000000000003 183.27020263671878 13.065000057220461 15.855000019073488 0.53727915883064281 0.8618694841861726 0 10.34999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=-1 9 3 4 11 -6 7 8 -5 10 -2 -3 17 27 15 16 -8 19 -16 22 23 -22 24 -21 25 -13 -26 -4 -11 -10 right_child=1 2 13 6 5 -7 14 -9 29 28 -12 12 -14 -15 18 -17 -18 -19 -20 20 21 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=1.2997830823633357e-05 0.0036513162743025403 -0.018851578049361706 -0.0067317586536470731 0.00878338976602616 0.0042219041114939116 0.040008005522191525 0.0082270962055598466 0.035697801405778877 -0.015167823726466549 -0.0028073271507734481 0.022977223873193214 0.0069742589315865194 -0.0078633952154828022 -0.014588749678701661 -0.0080992343180907381 -0.0057559795516909174 -0.0056326797270836934 -0.013919240035845534 -0.024462166931983588 0.015105237432376104 0.044712163805961609 0.011095282485863816 -0.013920585985385604 -0.0090247907359818271 0.031441695019602776 -0.01326659584447043 0.0036904512813476769 0.010010083887027578 0.00097161900921706066 -0.0016690762610832119 leaf_weight=1324916 319 27 240 87 21 25 107 26 60 907 34 64 93 157 207 491 78 23 37 27 20 30 31 28 20 32 23 32 1349 136 leaf_count=1324916 319 27 240 87 21 25 107 26 60 907 34 64 93 157 207 491 78 23 37 27 20 30 31 28 20 32 23 32 1349 136 internal_value=8.37097e-06 -0.00128738 -0.00319637 -0.00188834 0.00261784 0.0236709 -0.00358962 0.00179687 -0.0013177 0.000265277 0.00551274 0.000300995 0.00162355 -0.00835835 -0.00539878 -0.00352846 0.00238352 0.00458424 -0.0105805 0.00613181 0.0131643 0.024542 0.00178822 0.00282086 0.00529162 0.000227307 0.016598 -0.00476213 -0.000555802 -0.00580135 internal_weight=1.32965e+06 4731 2122 1693 464 46 1229 309 283 2609 353 418 391 429 920 676 185 298 244 275 105 50 170 55 139 96 43 272 2256 196 internal_count=1329647 4731 2122 1693 464 46 1229 309 283 2609 353 418 391 429 920 676 185 298 244 275 105 50 170 55 139 96 43 272 2256 196 cat_boundaries=0 1 cat_threshold=5696 is_linear=0 shrinkage=0.05 Tree=953 num_leaves=31 num_cat=1 split_feature=115 80 136 43 121 76 72 30 67 7 2 135 71 78 8 123 29 127 39 76 23 8 124 36 21 125 14 83 39 27 split_gain=3.04748 13.6023 21.318 9.77809 10.0098 9.06043 12.7108 11.9627 10.649 15.4686 11.6711 9.13783 9.90821 9.25952 8.94974 10.629 10.0705 9.48655 8.6716 11.7797 8.58743 8.45969 14.4407 11.0089 8.38477 7.77633 8.43981 8.04807 7.89236 10.6155 threshold=-0.94260558485984791 278.37812805175787 0 8.9499998092651385 -0.90255093574523915 6.8949999809265146 0.78784814476966869 1016.1499938964845 35.164999008178718 2.3500000238418584 283.50000000000006 1023.9500122070314 271.95239257812506 52.82500076293946 12.949999809265138 0.49240480363368994 1017.7500000000001 0.55191597342491161 14.250000000000002 14.625000000000002 10.525000095367433 5.3500001430511483 -0.33379416167736048 14.250000000000002 7.3750000000000009 0.62249094247818004 3.3449999094009404 281.15339660644537 14.050000190734865 267.50000000000006 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 21 6 14 -8 -9 -10 -11 13 -13 18 17 -16 -17 20 -7 -20 -6 -1 23 24 -23 26 27 -5 -28 -30 right_child=-2 -3 -4 25 5 11 7 8 9 10 -12 12 -14 -15 15 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31 leaf_value=0.0015678330140803335 -4.2505413565135399e-05 -0.00043239689640374267 8.6481037022924861e-05 -0.0014620717349432481 0.0021254966228020158 -0.0012629064767334045 -0.0011581553618320976 0.0057855880837845717 -0.0036726385077816394 0.019163067472696887 0.058465739344246682 0.001309757612645626 0.048525711428374058 0.012807720636290716 0.0028492576019497283 0.015819770136602112 -0.0095398800447583209 -9.0852807747350238e-05 -1.8587530527716512e-05 0.0086110783439464107 -0.0016016709238667447 0.034803115174727284 0.0045977338944808771 0.053009383735202614 0.0087393166982198001 0.001388253852726711 -0.01656485291233914 0.025927962269634008 0.033156926482915877 -0.006588310194756127 leaf_weight=2401 920601 87206 266671 4006 16326 7305 635 1963 42 51 30 25 20 133 1586 301 45 10992 1340 561 1707 40 2056 21 135 3115 181 27 20 105 leaf_count=2401 920601 87206 266671 4006 16326 7305 635 1963 42 51 30 25 20 133 1586 301 45 10992 1340 561 1707 40 2056 21 135 3115 181 27 20 105 internal_value=7.95173e-06 0.000121511 0.000271598 0.00116617 0.00142948 0.00119143 0.00157427 0.00485069 0.00667984 0.0209515 0.0337196 -0.000182538 0.0222946 -0.000290845 0.00128629 0.00458146 0.0125215 0.00106695 -0.000480081 0.00252809 0.00177268 0.00363259 0.00583396 0.0188017 0.0146968 -0.000517771 -0.00188612 -0.0012787 -0.00989174 -0.000229072 internal_weight=1.32965e+06 409046 321840 55169 47715 43062 33678 2721 2086 123 81 9384 45 9339 30957 1932 346 29025 9206 1901 18033 4653 2252 196 175 7454 4339 4033 306 125 internal_count=1329647 409046 321840 55169 47715 43062 33678 2721 2086 123 81 9384 45 9339 30957 1932 346 29025 9206 1901 18033 4653 2252 196 175 7454 4339 4033 306 125 cat_boundaries=0 1 cat_threshold=4418 is_linear=0 shrinkage=0.05 Tree=954 num_leaves=31 num_cat=0 split_feature=105 67 10 24 133 17 2 16 52 28 31 39 6 12 19 43 122 12 20 18 54 15 39 23 58 19 15 29 119 23 split_gain=2.92895 7.04853 8.75315 5.01308 4.88534 4.5702 4.35964 9.99156 6.86672 4.75954 6.7234 4.11993 5.70805 4.1744 3.95622 4.0929 4.53776 4.974 4.76414 3.92098 5.25088 3.89147 3.67944 3.61485 3.64232 3.3813 4.23712 6.21035 4.14892 3.87128 threshold=0.3192365169525147 12.625000000000002 21.050000190734867 173.50000000000003 1010.5499877929689 15.405000209808351 1.0000000180025095e-35 7.4149999618530282 3.3850001096725468 1010.7500000000001 1020.4500122070314 13.34999990463257 7.7500000000000009 1.935000002384186 17.029999732971195 7.9500000476837167 0.36648726463317877 1.9550000429153445 5.8150000572204599 14.550000190734865 5.2750000953674325 0.72500002384185802 11.750000000000002 6.4849998950958261 309.53649902343756 11.775000095367433 0.81499999761581432 1019.0499877929689 -0.93038213253021229 4.3450000286102304 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 22 6 -6 7 8 -2 19 11 12 13 -11 15 16 17 -8 -19 20 -9 -17 -3 -5 -25 26 27 -18 -28 -30 right_child=1 2 -4 23 5 -7 14 9 -10 10 -12 -13 -14 -15 -16 21 25 18 -20 -21 -22 -23 -24 24 -26 -27 28 -29 29 -31 leaf_value=1.1998966498385631e-05 0.0060413587070699479 0.0064475341513752938 0.027190948184579612 0.0066101689438295107 -0.015925897423982285 0.0086890925808499261 -0.0047446160155971999 -0.016377847818336611 0.036302316139795281 0.017875820720060307 -0.0062099630336291088 0.0017338759992758983 0.0030957125413876314 0.049437872916460041 0.0043659172953479514 0.016686398104171864 -0.0036378120177465939 -0.04026248008012772 -0.0085089892459412411 -0.017455348409522248 0.010365479175001384 0.0016273348768561101 -0.016331732264221407 -0.0045685960992446128 -0.022778653417681829 0.00030117864581536086 0.0083304587001516925 0.015604025509321329 0.0013402528955471994 -0.0080466190386158619 leaf_weight=1324894 37 20 20 69 88 24 236 29 38 22 67 43 26 20 357 55 115 21 27 49 50 195 156 517 29 1633 53 66 137 554 leaf_count=1324894 37 20 20 69 88 24 236 29 38 22 67 43 26 20 357 55 115 21 27 49 50 195 156 517 29 1633 53 66 137 554 internal_value=7.55418e-06 -0.00123143 -0.00547648 -0.00630246 -0.000358077 -0.0106513 -5.70756e-05 0.00501844 0.0213736 0.00100983 0.00629777 0.0138475 0.0215076 0.0329054 -0.000617752 -0.00119316 -0.0017327 -0.00772882 -0.0224011 -0.00634372 0.000548309 0.00494033 -0.0137432 -0.00417308 -0.0055358 -0.00106699 -0.00348236 0.00337855 -0.00515148 -0.00618555 internal_weight=1.32965e+06 4753 811 791 3942 112 3830 381 75 306 178 111 68 42 3449 3092 2842 284 48 128 79 250 176 615 546 2558 925 181 744 691 internal_count=1329647 4753 811 791 3942 112 3830 381 75 306 178 111 68 42 3449 3092 2842 284 48 128 79 250 176 615 546 2558 925 181 744 691 is_linear=0 shrinkage=0.05 Tree=955 num_leaves=31 num_cat=1 split_feature=19 11 36 16 111 136 20 22 54 34 124 125 73 35 28 108 19 76 11 8 132 117 20 125 28 4 13 2 39 123 split_gain=3.60261 7.95263 8.37333 8.19215 7.70405 5.77904 6.91569 5.73039 5.2899 4.96839 5.05397 4.84454 5.15041 4.79776 6.47454 4.62136 4.61186 4.43626 4.39934 5.343 4.28819 4.1488 4.23413 4.09038 7.46664 4.10681 3.92709 5.01621 3.8173 3.77719 threshold=20.524999618530277 10.750000000000002 11.250000000000002 20.524999618530277 -0.18566925078630445 0 7.6749999523162851 11.25500011444092 97.950000762939467 10.750000000000002 -0.90255093574523915 -0.52247866988182057 0.86205011606216442 13.449999809265138 1013.8500061035157 0.40625727176666265 19.524999618530277 19.394999504089359 3.3500000238418584 4.2500000000000009 1015.4500122070314 0.62249094247818004 10.50500011444092 -0.62249094247817982 1016.7500000000001 3.4500000476837163 2.3149999380111699 335.50000000000006 10.750000000000002 0.70088258385658275 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 3 -3 4 17 -4 -7 9 23 10 28 18 -13 21 -15 -8 -1 -2 19 -9 -18 22 -11 24 -5 -26 -16 -28 -6 -12 right_child=1 2 5 8 7 6 15 11 -10 13 29 12 -14 14 26 -17 20 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-1.4667617194600924e-06 -0.0033055693534688874 -0.0064809039067421558 0.0020233481819339999 -0.012621554708442626 0.0012110216938890517 -0.00041459573743244011 0.0062943864420692379 0.01008510015372719 0.0211792585067451 0.00060696180146704946 0.0053819265432705375 0.0024459972138986229 0.015023552578033717 -0.004294310995871433 0.0022021466973885656 0.0254613181288975 -0.031672079311240289 -0.020738554670952442 0.0071820529154306206 0.038840850318471593 -0.0048261534656608013 -0.011512888905417641 -0.0078681319923535158 -0.0064545714248284954 0.001305579728380378 0.02734019282048173 0.0067137528893009227 0.02644542581640566 0.028198073462485092 -0.0044670844713489586 leaf_weight=1326289 332 84 135 39 20 48 41 35 20 585 498 706 92 281 508 135 21 41 119 30 51 120 197 602 28 33 185 39 38 121 leaf_count=1326289 332 84 135 39 20 48 41 35 20 585 498 706 92 281 508 135 21 41 119 30 51 120 197 602 28 33 185 39 38 121 internal_value=2.95224e-06 0.00132774 0.00773011 0.000720281 0.00161604 0.0110552 0.015707 0.00232967 -0.00417663 0.00109735 0.00477907 0.00558239 0.00389604 -0.000204225 0.00215736 0.0209963 -2.15371e-06 -0.0052218 0.012896 0.023357 -0.0126562 -0.00285643 -0.00152807 -0.00489902 0.00446542 0.0153899 0.00463403 0.0101492 0.0188922 0.00345668 internal_weight=1.33147e+06 5112 443 4669 3947 359 224 3574 722 2592 677 982 798 1915 1013 176 1.32636e+06 373 184 65 72 902 782 702 100 61 732 224 58 619 internal_count=1331473 5112 443 4669 3947 359 224 3574 722 2592 677 982 798 1915 1013 176 1326361 373 184 65 72 902 782 702 100 61 732 224 58 619 cat_boundaries=0 1 cat_threshold=5264 is_linear=0 shrinkage=0.05 Tree=956 num_leaves=31 num_cat=4 split_feature=125 95 24 7 136 8 15 136 20 81 136 35 123 38 33 114 15 23 136 122 8 111 19 29 59 60 35 38 120 30 split_gain=3.39512 8.23562 8.59457 14.4294 13.2674 8.08328 10.1835 9.9978 9.86262 12.3442 9.37242 9.21414 22.6483 13.9401 12.5473 15.095 10.7011 9.71228 10.3567 9.64598 8.77758 8.23442 12.9826 28.9688 14.7095 8.57001 8.37958 8.929 7.96706 7.71689 threshold=0.84335932135581981 -0.48852327466011042 284.50000000000006 9.4499998092651385 0 8.1500000953674334 1.1649999618530276 1 5.2750000953674325 297.33383178710943 2 8.2500000000000018 -0.3172925859689712 10.650000095367433 8.4499998092651385 -0.23343648016452787 1.6449999809265139 11.385000228881838 3 -0.16504132002592084 11.050000190734865 -0.16405366361141202 12.699999809265138 1011.5499877929689 273.99578857421881 0.84106746315956127 11.84999990463257 12.650000095367433 0.18222858756780627 1014.3500061035157 decision_type=2 2 2 2 1 2 2 1 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 -3 10 8 -8 -7 -10 -4 12 29 -14 15 19 -15 18 28 20 -13 22 23 24 -16 -23 27 -25 -18 -9 right_child=1 2 5 -5 -6 6 7 11 9 -11 -12 14 13 16 21 -17 17 -19 -20 -21 -22 25 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-3.9828104208674308e-05 0.00082798826797318963 -0.0025055542607996372 0.00022360837732978705 -0.0028947342700017531 2.2233273442739384e-05 0.0013761761431858599 0.0038175667381562836 -0.00066767178108746662 0.013606971042687911 0.00045909972871076895 -0.00083839661345896845 0.0015695103124892932 -0.0069500635797802831 0.009091762923863312 0.074824626142015835 0.043575913917559848 0.012039573863566948 0.018746933877964524 -0.0042771499579187895 -0.0022050210770967224 0.012687339727821156 0.0005693142430726149 -0.00061062040087893951 0.0097292609422975854 0.01927369566295635 -0.0024772503217080455 -0.0023463694559508648 0.044155745305444888 -0.019349144075227823 0.0024848529942784023 leaf_weight=1036063 39127 5732 69108 5508 54096 1278 2175 4635 467 289 29693 299 1972 230 26 26 167 53 1599 322 437 71821 330 104 22 2385 123 23 23 3340 leaf_count=1036063 39127 5732 69108 5508 54096 1278 2175 4635 467 289 29693 299 1972 230 26 26 167 53 1599 322 437 71821 330 104 22 2385 123 23 23 3340 internal_value=2.80539e-06 0.00015233 4.91762e-05 -0.000445821 -0.000220364 0.000218548 0.000555409 0.000476438 0.00405403 0.00858087 -9.56218e-05 0.000393321 -0.000892956 -0.00394095 0.000597011 0.00593783 -0.00107706 -0.00234678 -0.00297169 0.00501289 0.00817072 0.000519647 0.00622099 0.0137862 0.0493638 0.000471397 0.00695529 0.015964 0.00782789 0.000652633 internal_weight=1.33147e+06 295410 256283 65336 59828 190947 92146 90112 2034 756 98801 87937 12019 4044 75918 1084 2072 1842 1789 1058 736 74834 628 298 48 74206 250 127 190 7975 internal_count=1331473 295410 256283 65336 59828 190947 92146 90112 2034 756 98801 87937 12019 4044 75918 1084 2072 1842 1789 1058 736 74834 628 298 48 74206 250 127 190 7975 cat_boundaries=0 1 2 3 4 cat_threshold=18 4 665 16 is_linear=0 shrinkage=0.05 Tree=957 num_leaves=31 num_cat=1 split_feature=19 14 30 64 54 39 25 16 39 36 136 103 20 1 1 3 12 55 22 13 19 8 15 71 89 132 54 15 41 56 split_gain=3.26661 7.82992 8.35352 6.73402 9.15915 8.1009 7.66676 7.15665 6.15224 7.67161 6.03894 5.57725 5.46403 4.44497 4.42659 5.3085 4.1908 4.18536 4.60363 4.18342 4.16072 4.04432 3.93674 4.74086 5.3367 3.87009 3.8503 3.58724 4.0269 3.57367 threshold=20.524999618530277 3.554999947547913 1014.2500000000001 15.154999732971193 0.33500000834465032 11.050000190734865 282.50000000000006 18.219999313354496 12.550000190734865 15.84999990463257 0 0.56229707598686229 9.5150003433227557 301.50000000000006 126.50000000000001 55.500000000000007 3.3349999189376835 17.185000419616703 11.385000228881838 5.2950000762939462 19.524999618530277 4.8500001430511483 1.4450000524520876 280.27449035644537 -0.8463740050792693 1015.4500122070314 30.634999275207523 2.5249999761581425 13.550000190734865 299.27090454101568 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=20 2 22 4 5 6 -4 -6 10 11 -3 -10 -9 -11 16 21 -7 -5 26 -13 -1 -16 -2 -24 -25 -22 -19 -17 -29 -12 right_child=1 8 3 17 7 14 -8 12 9 13 29 19 -14 -15 15 27 -18 18 -20 -21 25 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=-1.5457535029904904e-06 0.00071822570684016687 0.0091842370207554525 0.0023601918957534842 0.017843100398724134 0.0032388691773274736 -0.00049170065982428741 0.025381781888427213 0.00035951857836608974 0.0050394137210816523 0.0090084966272115704 -0.0029844037113682799 0.018220370770332978 -0.0071955383977207153 -0.014855944784358144 0.0046559673768502693 0.0012246185004395167 -0.019234207786168113 0.021515836045145991 0.014993073489437471 0.00013257468471655976 -0.0300864847909127 0.030932125577237457 -0.0087661604779281626 0.0064234912456616281 -0.0079062806385126524 -0.0045828542597911451 -0.0016989522833867881 0.010991629090829375 -0.011551462016491728 -0.023551847176471106 leaf_weight=1326289 375 102 66 85 469 310 80 393 219 32 176 235 612 50 27 560 33 20 82 37 21 32 444 139 122 51 167 199 22 24 leaf_count=1326289 375 102 66 85 469 310 80 393 219 32 176 235 612 50 27 560 33 20 82 37 21 32 444 139 122 51 167 199 22 24 internal_value=2.66379e-06 0.00126417 0.000374908 0.00167343 0.000852778 0.00386282 0.0149748 -0.00186116 0.00557021 0.00861396 -0.00020485 0.0109783 -0.00424117 -0.00554299 0.00249144 0.00444587 -0.00229492 0.00817143 0.00511533 0.0157599 -2.19824e-06 0.0189074 -0.00342087 -0.00562252 -0.000274716 -0.0120214 0.000783913 0.00335338 0.00874752 -0.00519285 internal_weight=1.33147e+06 5112 4237 3157 2803 1329 146 1474 875 573 302 491 1005 82 1183 840 343 354 269 272 1.32636e+06 59 1080 705 261 72 187 781 221 200 internal_count=1331473 5112 4237 3157 2803 1329 146 1474 875 573 302 491 1005 82 1183 840 343 354 269 272 1326361 59 1080 705 261 72 187 781 221 200 cat_boundaries=0 1 cat_threshold=20 is_linear=0 shrinkage=0.05 Tree=958 num_leaves=31 num_cat=3 split_feature=31 125 28 136 111 71 7 79 76 14 20 78 11 4 21 54 6 122 8 36 6 136 43 9 101 38 89 120 136 7 split_gain=3.21179 9.48594 11.9829 16.9175 14.3657 14.411 13.5887 16.4924 14.6745 12.9109 12.6919 12.2103 11.4313 11.2721 10.6281 10.6891 10.621 10.6153 14.3169 16.7804 14.081 13.2145 12.0885 10.406 23.2704 29.9662 30.4707 28.0627 21.0856 19.6298 threshold=1010.8500061035157 -0.55191597342491139 1007.1499938964845 0 -0.84513789415359486 270.25018310546881 15.150000095367433 12.934999942779543 26.064999580383304 2.8649998903274541 4.3350000381469735 10.534999847412111 17.150000572204593 9.6500000953674334 7.0150001049041757 2.8149999380111699 13.449999809265138 0.095842104405164733 7.0499999523162851 13.949999809265138 12.449999809265138 1 8.4499998092651385 9.1500000953674334 0.16488295048475268 12.550000190734865 -0.96994191408157338 -0.3172925859689712 2 12.550000190734865 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 left_child=1 2 3 -1 6 10 7 16 9 11 -6 -9 -3 -7 15 -13 -5 22 -19 20 -20 -22 23 -4 -25 26 27 -26 -27 -30 right_child=-2 12 17 4 5 13 -8 8 -10 -11 -12 14 -14 -15 -16 -17 -18 18 19 -21 21 -23 -24 24 25 28 -28 -29 29 -31 leaf_value=0.0033106048801689728 3.5179891376921998e-05 5.7651644753735279e-05 -0.00027598632528822272 -0.011178070163621687 0.034093803419874835 -0.0027000582492045155 -0.0065151484187722947 -0.011147935800254347 0.0035523404868119338 0.007903722101893754 -0.00089652053621036955 0.011738412932858669 -0.0028339259867345801 -0.013217505225328311 0.0073554496608070428 0.047575470200958259 0.027019688552245499 -0.0011419991281398276 -0.0044730384325248453 -0.010024272246203747 0.011522951942611616 -0.0022562202247719881 -0.0024147139159027288 -0.0029179318469135618 0.071344997510313993 0.0024946747428378252 -6.9718214244152244e-05 0.0023685055881224829 0.025502777448603631 0.070424153629158229 leaf_weight=3521 1131506 155025 7221 202 26 623 305 20 1009 281 8029 28 3495 431 37 81 20 7305 3240 1113 280 432 5478 719 30 117 657 29 185 28 leaf_count=3521 1131506 155025 7221 202 26 623 305 20 1009 281 8029 28 3495 431 37 81 20 7305 3240 1113 280 432 5478 719 30 117 657 29 185 28 internal_value=2.53404e-06 -0.000182191 -0.000855674 0.000296392 -0.000662814 -0.00150298 0.00319316 0.00495778 0.00689336 0.014435 -0.000783578 0.0254909 -6.10097e-06 -0.00700084 0.0305099 0.0383696 -0.00773683 -0.00148306 -0.00255841 -0.00460123 -0.00307395 0.00329271 -0.000563381 0.000565219 0.00400677 0.00876668 0.00302127 0.0374413 0.0212325 0.0299995 internal_weight=1.33147e+06 199967 41447 14613 11092 9109 1983 1678 1456 447 8055 166 158520 1054 146 109 222 26834 12370 5065 3952 712 14464 8986 1765 1046 716 59 330 213 internal_count=1331473 199967 41447 14613 11092 9109 1983 1678 1456 447 8055 166 158520 1054 146 109 222 26834 12370 5065 3952 712 14464 8986 1765 1046 716 59 330 213 cat_boundaries=0 1 2 3 cat_threshold=5932 779 657 is_linear=0 shrinkage=0.05 Tree=959 num_leaves=31 num_cat=3 split_feature=125 95 24 7 136 8 136 14 24 20 6 22 35 123 33 23 14 126 31 136 31 63 37 29 37 80 31 111 8 19 split_gain=3.00619 7.43284 7.76949 13.0375 12.223 7.31276 9.14688 8.5692 13.2985 9.72583 9.94064 8.64046 8.55242 21.079 10.2917 10.0841 9.75658 11.1503 10.7175 10.1174 12.3221 12.0944 12.2258 9.89547 9.59606 9.3912 10.2954 11.3256 9.86284 8.69157 threshold=0.84335932135581981 -0.48852327466011042 284.50000000000006 9.5500001907348651 0 8.1500000953674334 1 1.6250000000000002 326.50000000000006 5.9349999427795419 7.1499998569488534 7.3150000572204599 7.4500000476837167 -0.30069434642791742 7.1499998569488534 11.144999980926515 2.7050000429153447 -0.5663846731185912 1003.0499877929689 2 1011.0499877929689 0.80141109228134166 13.250000000000002 1010.2500000000001 11.150000095367433 317.20851135253912 1019.7500000000001 0.54176613688468944 10.949999809265138 11.269999980926515 decision_type=2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 -3 -4 -7 8 -8 10 11 -9 13 -11 24 -15 17 23 -18 20 21 -20 -23 -16 -14 26 -19 -28 -29 -21 right_child=1 2 5 -5 -6 6 7 9 -10 12 -12 -13 14 15 16 -17 18 25 19 29 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-3.7704310017730675e-05 0.00078499658926039866 -0.0024068291955948833 -9.2668921033467092e-05 -0.0028169504375510986 1.527596642478017e-05 0.00370915561231567 0.003158631640417995 -0.0039992242575049124 -0.0017821607963587637 0.00078119627290623153 -0.00022129297877841668 0.011117430388148192 0.018075161778573316 -0.0054189763500423378 0.044742934716244541 0.016440822895512814 -0.015186017071079864 0.0031021203708104655 0.0034204435426625074 0.0016530878362397809 -0.0018510138702630867 0.054477675020694741 0.0094563946853955527 0.0096209405888240326 -0.00972703483242255 -0.00048902838716506419 -0.0034153427243241198 2.911541262312437e-05 0.0047222858889678617 -0.00013542302156503491 leaf_weight=1036063 39127 5751 98801 5242 54343 2194 5998 2669 1762 5267 16215 98 152 2293 24 54 112 9853 331 13435 6843 25 38 122 39 4514 1419 3238 1711 13740 leaf_count=1036063 39127 5751 98801 5242 54343 2194 5998 2669 1762 5267 16215 98 152 2293 24 54 112 9853 331 13435 6843 25 38 122 39 4514 1419 3238 1711 13740 internal_value=2.413e-06 0.000143113 4.51155e-05 -0.000425522 -0.000216918 0.000206153 0.000526556 0.000448467 0.00203677 0.000298566 -0.000693957 -0.00346383 0.000596621 -0.00097496 0.000811853 -0.00491602 0.00077191 0.00162507 0.000255899 0.000306157 -0.00135408 0.00724226 0.027322 0.0153944 0.0123983 0.00152811 0.00208945 0.000522572 0.00165167 0.00074852 internal_weight=1.33147e+06 295410 256283 65336 60094 190947 92146 89952 7760 82192 18982 2767 63210 7614 55596 2347 55405 20881 34524 34412 7237 394 63 146 191 20735 16221 6368 4949 27175 internal_count=1331473 295410 256283 65336 60094 190947 92146 89952 7760 82192 18982 2767 63210 7614 55596 2347 55405 20881 34524 34412 7237 394 63 146 191 20735 16221 6368 4949 27175 cat_boundaries=0 1 2 3 cat_threshold=18 4 5632 is_linear=0 shrinkage=0.05 Tree=960 num_leaves=31 num_cat=1 split_feature=12 20 31 82 93 43 29 0 38 57 29 27 39 32 41 4 99 76 9 31 35 36 36 52 38 35 136 113 31 31 split_gain=3.90655 4.96999 6.68648 6.96764 5.76009 5.43858 5.30421 5.53371 6.44962 5.29222 6.00174 5.2851 6.10873 7.39739 6.39335 7.16029 5.01171 4.71086 4.68942 5.70581 4.62604 4.59818 4.3083 3.98876 8.0372 10.8224 5.67251 8.13273 8.02539 6.5483 threshold=6.0650000572204599 10.894999980926515 1017.9500122070314 263.85218811035162 0.088928714394569411 12.34999990463257 1008.7500000000001 317.50000000000006 11.050000190734865 309.50177001953131 1003.0499877929689 288.50000000000006 13.449999809265138 14.050000190734865 6.2500000000000009 5.8500001430511483 -0.99831604957580555 28.505000114440922 15.050000190734865 1005.4500122070314 13.84999990463257 13.949999809265138 13.250000000000002 224.33499908447268 15.550000190734865 14.250000000000002 0 -0.87878364324569691 1020.2500000000001 1015.1499938964845 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=23 6 3 4 17 -4 9 8 -8 10 16 12 14 21 -6 -16 -2 -3 19 -12 -10 -14 -9 -1 26 -26 28 -28 29 -25 right_child=1 2 5 -5 11 -7 7 22 20 -11 18 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=1.3766168522225846e-06 0.018195546306669714 -0.017913408875359561 -0.0042522446564726927 -0.0054464315120130785 0.011044741507081868 -0.027989732650005157 -0.00016887405864804625 0.0023212773151990744 -0.019232604264359063 0.023195412242785096 0.023390775761482394 -0.0048191343376744692 0.042219112612105703 -0.0023547844664955683 -0.027345789309591056 0.0042093577570994972 -0.0077247122808804984 0.0050947890337556603 -0.0062812966894001719 -0.0018032213957140859 0.00020107874232861732 0.012462435085326434 -0.013472831974650035 0.0034633994006266003 0.040605633198444187 0.0070668052914981726 -0.005507546980852567 0.0071369389217411511 -0.0036844060982310217 0.015084584108763253 leaf_weight=1327380 20 44 227 200 239 27 83 161 205 22 55 73 37 22 25 64 276 45 47 38 36 20 59 338 29 141 480 173 223 189 leaf_count=1327380 20 44 227 200 239 27 83 161 205 22 55 73 37 22 25 64 276 45 47 38 36 20 59 338 29 141 480 173 223 189 internal_value=1.01478e-06 -0.00219343 0.000258072 0.00258126 0.00540295 -0.00677552 -0.0046963 -0.00803425 -0.0121897 -0.000731575 -0.0019389 0.00756917 0.00979115 0.0222728 0.0067849 -0.00465445 -0.00597334 -0.00628005 0.00659107 0.0130965 -0.0163296 0.0317782 -0.00191442 4.35857e-06 0.00252069 0.0127881 0.00127659 -0.00212509 0.00421052 0.00763115 internal_weight=1.33098e+06 2025 1023 769 569 254 1002 544 324 458 436 480 407 79 328 89 296 89 140 93 241 57 220 1.32895e+06 1573 170 1403 653 750 527 internal_count=1330978 2025 1023 769 569 254 1002 544 324 458 436 480 407 79 328 89 296 89 140 93 241 57 220 1328953 1573 170 1403 653 750 527 cat_boundaries=0 1 cat_threshold=1488 is_linear=0 shrinkage=0.05 Tree=961 num_leaves=31 num_cat=1 split_feature=77 41 136 72 38 103 35 34 68 22 53 106 53 35 32 15 97 37 108 121 107 115 39 73 82 85 30 15 35 37 split_gain=3.66521 13.9147 11.6748 10.6411 10.7361 17.5247 11.59 13.4602 10.3247 9.69132 8.83573 11.5514 8.66893 8.27197 11.8082 16.8191 11.2244 8.56174 11.4934 13.7982 9.38603 13.3875 10.3379 10.3161 9.43934 8.84933 8.66526 11.0994 8.78699 8.10265 threshold=32.254999160766609 2.5499999523162846 0 0.83812755346298229 11.550000190734865 0.20930548757314685 10.34999990463257 10.949999809265138 325.13928222656256 5.4349999427795419 14.385000228881838 -0.80951952934265126 0.87500000000000011 7.8500001430511483 8.3499999046325701 2.185000061988831 -0.89591962099075306 9.5500001907348651 -0.70461639761924733 0.0087262028828263907 -0.76488873362541188 -0.79332312941551197 10.84999990463257 0.8672119975090028 177.13626098632815 0.74917569756507885 1020.5499877929689 3.7250000238418584 16.650000572204593 16.94999980926514 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 12 4 5 10 -7 9 -3 -8 11 -4 -2 -14 15 16 -15 18 19 -16 21 22 -19 24 -24 -23 27 28 -22 -5 right_child=1 8 3 29 -6 6 7 -9 -10 -11 -12 -13 13 14 17 -17 -18 20 -20 -21 26 25 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.6582376522109252e-05 -0.0013572447327986781 -0.0054951301014715881 0.0023348467633059603 0.00034439797104505662 -0.003180117629195383 -0.0060715890345739917 0.034873920279954167 -0.0026829818791905668 0.0017679602496806367 0.0048914820796441445 -0.00078397276980291691 0.019813874129412906 -0.0057046264563805453 0.0073197516923149426 0.05735294442623854 0.0054523223510214644 0.051715092073593816 -0.0056561091704045528 0.0032912712972562592 0.011741578091204782 0.00051386400637014643 0.041287223086692394 -0.013888243014777178 -0.0043057874449421978 0.0069923516801470124 0.0099891615354312548 0.0043388975022345426 -0.002929789857193099 0.021539625199235163 -0.0079280853705036031 leaf_weight=1285432 4463 2167 163 10034 7564 903 28 1098 632 720 186 225 433 24 20 508 35 370 1563 97 8037 24 57 314 1073 383 1099 2971 50 305 leaf_count=1285432 4463 2167 163 10034 7564 903 28 1098 632 720 186 225 433 24 20 508 35 370 1563 97 8037 24 57 314 1073 383 1099 2971 50 305 internal_value=9.64041e-07 -0.000439828 -0.000216198 -0.00104794 -0.00213941 0.00022951 -0.00142969 0.000840966 -0.00385516 0.00601382 0.00817575 0.0124709 0.000604353 0.00111793 0.00129563 0.00838709 0.033656 0.00104523 0.00442277 0.0195384 0.000650583 0.00363941 0.00180065 0.00371132 0.00593908 0.0118347 0.000104545 -0.000316287 0.000643861 0.00010036 internal_weight=1.33098e+06 45546 42747 21226 10887 3323 2749 1846 2799 748 574 388 21521 17058 16625 567 59 16058 1680 117 14378 2221 1814 1444 1130 407 12157 11058 8087 10339 internal_count=1330978 45546 42747 21226 10887 3323 2749 1846 2799 748 574 388 21521 17058 16625 567 59 16058 1680 117 14378 2221 1814 1444 1130 407 12157 11058 8087 10339 cat_boundaries=0 1 cat_threshold=404 is_linear=0 shrinkage=0.05 Tree=962 num_leaves=31 num_cat=0 split_feature=12 20 82 2 58 28 15 57 28 120 0 24 31 5 99 6 29 30 55 52 17 130 85 94 134 87 21 4 127 30 split_gain=3.50581 4.43703 6.06533 6.16905 7.59662 5.80545 5.64126 5.41668 6.05245 4.84284 4.81883 5.70388 4.79123 5.50728 4.76152 4.60677 4.37167 4.18623 3.89749 3.86636 7.34195 7.34797 6.78639 6.09572 5.4373 5.42748 5.47825 5.18329 9.19052 5.22379 threshold=6.0650000572204599 10.894999980926515 261.08773803710943 180.50000000000003 275.15382385253912 1009.4500122070314 3.9050000905990605 307.77793884277349 1003.2500000000001 -0.67556449770927418 234.50000000000003 269.50000000000006 1005.4500122070314 12.150000095367433 -0.99831604957580555 10.050000190734865 1023.0499877929689 1020.2500000000001 27.845000267028812 122.03499984741212 14.550000190734865 50.500000000000007 0.74403995275497448 -0.016679759137332436 1024.9500122070315 0.60419374704360973 8.8350000381469744 4.5499999523162851 -0.90255093574523915 1000.4500122070314 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 5 3 4 10 7 18 8 14 -7 11 -3 13 -10 -2 -16 -13 -4 -5 -1 21 22 23 -21 -22 -25 -27 28 -24 -29 right_child=1 2 17 6 -6 9 -8 -9 12 -11 -12 16 -14 -15 15 -17 -18 -19 -20 20 24 -23 27 25 -26 26 -28 29 -30 -31 leaf_value=-3.5626414087957949e-06 0.017356702089309693 0.00050246172575788776 -0.0036061392582364773 -0.0091384677549924808 0.012324353756978074 -0.015717394288347696 0.01018615143707771 0.021767765914018342 0.022989078490226939 -0.005059911832738951 0.017227965067805991 -0.018533499938262216 -0.0022683504526232654 -0.0064621381249956103 -0.020966101121329878 -0.0045756695690775256 0.0028423283559580645 -0.021142991208471358 0.015738379317335786 -0.0010050326600423332 0.00042233311092891476 -0.0057555534528843447 0.029295170499380071 0.029890659070738096 -0.011799864271154587 0.027391384171996602 0.0079631340982783023 0.015153147659397551 0.0043343126372898068 -0.00059954467378785497 leaf_weight=1318356 20 119 228 74 72 148 301 26 57 381 21 118 86 22 54 208 30 40 20 143 8343 193 43 34 92 39 521 56 259 874 leaf_count=1318356 20 119 228 74 72 148 301 26 57 381 21 118 86 22 54 208 30 40 20 143 8343 193 43 34 92 39 521 56 259 874 internal_value=9.15839e-07 -0.00207792 0.0002384 0.00253219 -0.00220208 -0.0044428 0.00684697 -0.000417929 -0.00170837 -0.00804159 -0.00583369 -0.00764753 0.00589777 0.0147875 -0.00615878 -0.00795385 -0.0142006 -0.00622358 -0.00384552 4.08348e-06 0.000955326 0.00355488 0.00446748 0.00826271 0.000289026 0.0104938 0.00931617 0.00219712 0.00788834 0.000349005 internal_weight=1.33098e+06 2025 1023 755 360 1002 395 473 447 529 288 267 165 79 282 262 148 268 94 1.32895e+06 10597 2162 1969 737 8435 594 560 1232 302 930 internal_count=1330978 2025 1023 755 360 1002 395 473 447 529 288 267 165 79 282 262 148 268 94 1328953 10597 2162 1969 737 8435 594 560 1232 302 930 is_linear=0 shrinkage=0.05 Tree=963 num_leaves=31 num_cat=2 split_feature=80 135 132 136 54 33 23 88 64 8 110 35 110 136 79 8 83 67 12 40 35 66 53 76 11 133 39 28 35 56 split_gain=3.5001 7.97771 9.67641 12.4579 13.5599 13.2083 8.23993 6.39129 6.02574 7.97372 6.6192 6.42779 6.11443 5.91235 8.63722 11.4442 7.88343 7.5669 7.99783 7.06357 6.76661 6.2514 6.00363 5.45678 5.63834 5.39023 5.29307 8.5031 5.28108 6.72147 threshold=318.60926818847662 1019.2500000000001 1016.5499877929689 0 3.4850000143051152 11.550000190734865 5.9049999713897714 -0.87282750010490406 1.7749999761581423 6.0499999523162851 -0.10978919640183447 10.34999990463257 0.77704107761383068 1 8.6050000190734881 9.6500000953674334 315.65350341796881 17.675000190734867 3.6149998903274541 5.9500000476837167 10.050000190734865 17.07499980926514 14.385000228881838 5.1549999713897714 17.250000000000004 1016.3500061035157 10.250000000000002 1014.4500122070314 12.34999990463257 241.93625640869143 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 7 4 28 -6 -5 -2 9 23 -10 -11 -13 14 15 -12 25 18 20 21 -17 -19 -22 -9 -25 -15 27 -14 29 -4 right_child=1 -3 3 6 5 -7 -8 8 10 11 13 12 26 16 -16 17 -18 19 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=2.3128579394019625e-05 -0.00090439971537873733 -0.0041159583393080967 -0.0085745160432998107 0.0058795685907127339 0.014397387271746992 0.059657777128396206 -0.0029075451688656798 -0.001831016678480198 0.016162149165398799 -0.006546806054375489 0.0015032304407446512 -0.003870567953991419 -0.0058881393611146561 -0.0014494130590436208 0.00029461466766339837 -0.0047917906538044158 0.00030714105710371182 0.037603382740635433 -0.0091488320406151371 0.047670940756797793 0.0072154673098048213 0.0045277954172343021 0.019124808499876123 0.0025624982680167076 -0.019257375013548881 0.02179703797399998 -0.000976688988055344 0.012151878283718059 0.022676743016122505 0.010209220284111673 leaf_weight=1237704 29652 1346 70 500 40 27 572 1251 65 726 3502 1967 99 9802 13600 95 22507 20 77 20 569 50 130 2257 30 25 3887 192 47 149 leaf_count=1237704 29652 1346 70 500 40 27 572 1251 65 726 3502 1967 99 9802 13600 95 22507 20 77 20 569 50 130 2257 30 25 3887 192 47 149 internal_value=8.70046e-07 -0.000294491 -0.000238537 0.00387907 0.0121674 0.0326366 0.00117992 -0.000302446 -9.21738e-06 -0.00110455 0.000216722 -0.00209759 -0.00157194 0.000196156 0.000920439 0.00282956 -0.000208675 0.00766287 0.00623668 0.0214653 0.00772872 0.013978 0.00943037 0.000823978 0.00227627 -0.00139027 -0.000489745 0.00601455 0.00746904 0.00420529 internal_weight=1.33098e+06 93274 91928 1405 333 67 1072 90523 60871 10409 50462 6871 6145 50397 18063 4463 32334 961 871 90 794 70 699 3538 2287 9827 4178 291 266 219 internal_count=1330978 93274 91928 1405 333 67 1072 90523 60871 10409 50462 6871 6145 50397 18063 4463 32334 961 871 90 794 70 699 3538 2287 9827 4178 291 266 219 cat_boundaries=0 1 2 cat_threshold=128 1044 is_linear=0 shrinkage=0.05 Tree=964 num_leaves=31 num_cat=2 split_feature=16 18 30 13 69 18 123 18 36 136 123 42 30 77 79 136 31 66 67 34 24 79 95 74 35 15 22 124 23 6 split_gain=3.48247 18.5858 14.7582 14.6798 12.4753 12.8406 10.6921 9.43129 9.40033 13.0316 10.8168 10.1264 12.0962 9.39249 10.8884 11.6844 11.4194 11.4638 8.53671 19.9049 11.8923 8.71863 7.98833 7.73123 7.55006 7.40426 7.03138 6.87729 6.83795 8.02108 threshold=18.219999313354496 20.524999618530277 1022.7500000000001 4.1549999713897714 304.86195373535162 16.335000038146976 -0.77159520983695973 18.219999313354496 12.750000000000002 0 0.6755644977092744 11.550000190734865 1019.2500000000001 16.964999198913578 8.5250000953674334 1 1025.7500000000002 5.8150000572204599 6.0150001049041757 17.44999980926514 265.50000000000006 12.555000305175783 -0.10909664630889891 0.83497631549835216 13.750000000000002 2.6650000810623173 6.2149999141693124 0.88697704672813427 6.5850000381469735 3.1499999761581425 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 5 8 -5 -1 10 11 -2 -10 -13 14 15 16 26 28 -11 21 -21 -20 -16 -6 -8 -24 -4 -3 -18 -30 right_child=2 27 13 6 23 -7 24 -9 9 18 -12 12 -14 -15 22 -17 17 -19 19 20 -22 -23 25 -25 -26 -27 -28 -29 29 -31 leaf_value=-4.6186031910906312e-06 -0.0035572892034410777 0.0066961201252599594 0.033164572876412425 -0.0075745438885017544 -0.0033052613235582599 -0.002430619025011281 0.0028044209687206421 0.0014882895055727105 0.0046996192747120573 -0.00075745149854976844 0.0061225206918454969 0.01031269042511683 0.041176147818226705 0.013477990984679309 0.013492473366401964 0.0012517617646718791 0.054595547237179499 0.0073164310700182499 0.0050891981733267276 0.0087380004534497856 0.060942673671524977 -0.0061686726533501752 -0.0091454069004629074 -0.011006289770692092 0.011729668846420325 0.0035476501580724755 0.0028068866982809675 0.021841366083071481 0.041152546860630052 0.010572238021767606 leaf_weight=1297085 2084 475 20 164 936 8817 624 10666 608 3362 335 114 44 180 59 2050 22 120 893 20 24 213 436 500 382 156 412 89 37 51 leaf_count=1297085 2084 475 20 164 936 8817 624 10666 608 3362 335 114 44 180 59 2050 22 120 893 20 24 213 436 500 382 156 412 89 37 51 internal_value=8.26544e-07 1.14712e-05 -0.000613679 -0.00116293 -0.00151664 -0.00112794 0.00426365 7.55754e-06 0.000364295 0.00154724 -0.00221676 0.00753191 0.0189076 0.00235038 0.00175479 0.00314869 0.00886999 0.0180039 0.000513392 0.00423314 0.0372133 0.00292109 -0.00405209 -0.00598668 0.00619353 -0.00580061 0.00421234 0.00908606 0.029663 0.0234299 internal_weight=1.33098e+06 1.30832e+06 22663 19120 17950 16514 1170 1.30775e+06 7697 5278 2419 766 158 3543 3363 2712 662 230 4512 1150 44 1106 651 1436 1006 592 432 564 110 88 internal_count=1330978 1308315 22663 19120 17950 16514 1170 1307751 7697 5278 2419 766 158 3543 3363 2712 662 230 4512 1150 44 1106 651 1436 1006 592 432 564 110 88 cat_boundaries=0 1 2 cat_threshold=4126 5650 is_linear=0 shrinkage=0.05 Tree=965 num_leaves=31 num_cat=1 split_feature=74 60 19 33 33 12 20 15 3 23 15 68 103 136 124 31 30 107 66 98 12 127 52 107 22 70 1 123 122 123 split_gain=3.2486 6.73422 8.04906 8.24331 7.22335 12.0974 9.77508 9.68076 9.25971 10.7492 8.53984 8.01677 15.9577 13.8522 10.4048 11.7596 14.8074 19.9201 16.9856 11.4323 9.18144 7.89173 17.0052 7.90159 7.50189 7.4135 7.71245 7.32969 7.07814 7.76261 threshold=0.85177853703498851 0.65396624803543102 17.029999732971195 16.050000190734867 10.84999990463257 0.6850000023841859 7.2550001144409189 2.685000061988831 17.500000000000004 5.9449999332427987 1.4249999523162844 279.82902526855474 -0.73985111713409413 0 -0.73724925518035878 1010.4500122070314 1015.8500061035157 -0.95712760090827931 27.454999923706058 -0.97867172956466664 3.5249999761581425 0.94260558485984813 24.644999504089359 -0.72523191571235646 6.3949999809265146 265.41255187988287 290.50000000000006 -0.52247866988182057 -0.86159634590148915 -0.89490029215812672 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 -4 5 6 -3 8 9 -7 -6 -9 -13 24 15 -15 17 18 -17 -19 -21 23 -23 -18 -14 -10 -27 28 29 -16 right_child=-2 2 3 -5 10 7 -8 11 25 -11 -12 12 13 14 27 16 21 19 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=2.1904913752953021e-05 0.00023794933718396184 0.006472756358076974 0.00042265989184569027 0.0052865542810468479 0.00015725487881632113 0.0071611843741985195 0.038685060486729657 -0.00087881988282074292 -0.0032502997351991111 -0.0061751666269302579 -0.001021609831524222 0.04564894267934419 0.014064927063817676 -0.0038981029183049218 -0.015230140665217357 0.083721113856881857 0.0069177135789041961 0.037784690709432238 0.026251560159855421 0.016922880555656588 -0.0080262026013506026 0.053629150814734974 -8.7614575236597483e-05 -0.0088475868355521233 -0.002395046074244954 0.0015053745665107162 -0.0012066040148153974 0.00091683965525927503 0.0062949326596348837 0.0051392725900558829 leaf_weight=1069540 137796 72 13757 930 20237 172 35 3109 1798 1243 63779 21 72 178 85 20 440 37 36 91 62 26 34 97 1795 5548 4970 3362 1382 104 leaf_count=1069540 137796 72 13757 930 20237 172 35 3109 1798 1243 63779 21 72 178 85 20 440 37 36 91 62 26 34 97 1795 5548 4970 3362 1382 104 internal_value=8.08865e-06 -1.84604e-05 -0.000368057 0.000730648 -0.000516365 0.000233644 0.0170095 0.000160919 -0.000723403 -0.00455407 -0.000737656 0.00126973 0.00212154 0.00200466 0.0031799 0.00777959 0.0102453 0.0205686 0.0467764 0.0128442 0.00681279 0.00599155 0.0231897 0.00406998 -0.0017509 -0.000283294 0.000223902 0.00223433 0.0050538 -0.00402157 internal_weight=1.33083e+06 1.19303e+06 123492 14687 108805 24789 107 24682 13731 1415 84016 10951 7842 7821 5954 1021 843 246 56 190 153 597 60 537 1867 12316 10518 4933 1571 189 internal_count=1330828 1193032 123492 14687 108805 24789 107 24682 13731 1415 84016 10951 7842 7821 5954 1021 843 246 56 190 153 597 60 537 1867 12316 10518 4933 1571 189 cat_boundaries=0 1 cat_threshold=66 is_linear=0 shrinkage=0.05 Tree=966 num_leaves=31 num_cat=4 split_feature=38 36 110 42 35 7 28 34 136 4 109 71 136 32 20 12 127 136 39 12 106 136 106 35 31 115 65 15 40 30 split_gain=3.11253 12.0473 10.5811 9.42075 9.24913 15.5742 16.845 12.5112 15.6192 16.6935 12.056 22.528 11.9741 12.4026 12.9266 11.4876 16.7781 15.1362 13.518 21.4832 11.7085 11.2545 11.7467 10.7842 10.3371 9.79704 11.5983 9.90746 9.77896 13.4956 threshold=11.550000190734865 11.750000000000002 0.086920365691185011 12.050000190734865 12.050000190734865 4.1499998569488534 1024.4500122070315 11.650000095367433 0 6.7500000000000009 -0.037542346864938729 290.53944396972662 1 10.34999990463257 8.9250001907348651 3.4650000333786015 0.0087262028828263612 2 11.150000095367433 4.4749999046325692 0.17524433881044391 3 -0.96687564253807057 11.650000095367433 1015.9500122070314 -0.60873827338218678 10.715000152587892 4.555000066757203 5.6499998569488534 1007.3500061035157 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 left_child=3 2 -2 4 7 -6 12 15 -9 -10 11 -8 -7 -14 25 21 20 18 19 -18 23 22 -1 -17 -11 -15 27 -27 -19 -30 right_child=1 -3 -4 -5 5 6 10 8 9 24 -12 -13 13 14 -16 16 17 28 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.0041708034713912922 -0.0030321981389438138 5.5510874865755223e-06 -0.00056402090472250843 -0.0027894149942125704 -0.0012572284084736418 -0.00072508044554869984 0.015785878525686362 8.7080494283955996e-06 -0.00032034197252213696 -0.0026946206190341646 0.0061068952255521232 0.074280229790601879 -0.0051529401949836715 0.0012391110867511468 0.0093430295111378483 -0.0030856228484153359 -0.0093469977985814884 0.0013848975659671 -0.00057925201328727627 -0.046377616708583022 0.01877547446638346 0.00013566787704982151 0.00085063238872075766 0.0049525742753642084 -0.0076437020349264077 0.0050389773489518085 -0.00085092180345716628 0.032556191301255519 -0.028468611352938291 -0.0014609780834641446 leaf_weight=2872 4876 1036831 39671 2666 5523 4479 93 12521 3567 2306 224 20 551 9454 657 8427 235 9883 327 47 64 138662 36785 439 1945 3735 970 33 47 2918 leaf_count=2872 4876 1036831 39671 2666 5523 4479 93 12521 3567 2306 224 20 551 9454 657 8427 235 9883 327 47 64 138662 36785 439 1945 3735 970 33 47 2918 internal_value=7.68421e-06 -2.90414e-05 -0.000834181 0.000166892 0.000198828 0.00109586 0.00173872 9.43763e-05 -0.00108729 -0.00283897 0.0128238 0.0261389 0.0015508 0.00221176 0.00248653 0.000214123 -0.000853471 0.00026158 -0.00737594 -0.0155188 -0.00253379 0.000348154 0.00109081 -0.00268761 -0.00495902 0.00216912 0.00402481 0.00527997 0.000628852 -0.00188909 internal_weight=1.33083e+06 1.08138e+06 44547 249450 246784 25739 20216 221045 20339 7818 337 113 19879 15400 14849 200706 22387 13457 609 282 8930 178319 39657 8866 4251 14192 4738 3768 12848 2965 internal_count=1330828 1081378 44547 249450 246784 25739 20216 221045 20339 7818 337 113 19879 15400 14849 200706 22387 13457 609 282 8930 178319 39657 8866 4251 14192 4738 3768 12848 2965 cat_boundaries=0 1 2 3 4 cat_threshold=915 4928 256 4161 is_linear=0 shrinkage=0.05 Tree=967 num_leaves=31 num_cat=2 split_feature=34 35 4 35 136 136 12 102 124 18 111 20 38 12 29 40 104 23 20 16 127 29 85 123 67 33 14 36 15 123 split_gain=3.09214 12.6643 12.9858 11.8509 9.59707 9.47411 13.9509 9.6147 9.0005 15.8613 13.9854 10.5996 10.811 10.1373 9.07506 8.73646 8.37321 19.7921 11.5534 9.01365 13.9121 14.2947 11.7876 9.28903 8.51869 8.12945 11.6131 11.27 8.03553 8.02588 threshold=14.84999990463257 14.250000000000002 9.9499998092651385 15.250000000000002 0 1 3.9650000333786015 -0.31405793130397791 -0.14780378341674802 14.550000190734865 -0.49154707789421076 8.7449998855590838 13.650000095367433 4.8350000381469735 1017.9500122070314 10.150000095367433 -0.84932211041450489 9.8550000190734881 7.8550000190734872 13.344999790191652 -0.86159634590148915 1016.7500000000001 0.78728333115577709 0.11319890245795251 30.025000572204593 13.150000095367433 1.8849999904632571 14.650000095367433 1.7549999952316286 0.078456107527017607 decision_type=2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 15 -4 -3 -7 -8 9 10 -9 -12 -13 -14 -11 25 17 -6 -19 20 21 22 -18 -21 -24 26 -2 -28 29 -17 right_child=3 2 4 -5 16 6 7 8 -10 14 11 12 13 -15 -16 28 19 18 -20 23 -22 -23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=-1.0836454326449372e-05 -0.0022851517554313976 -0.00050498884617849777 0.00021257325315006262 3.3039503343639074e-05 0.0060231140814136002 0.00057003547651575598 -0.014235465867016701 -0.0054667515883920718 0.0035962999862539334 -0.0029965292940526329 0.0038055279508366121 0.059818995132503154 0.042473883607557848 0.0040380053892571091 0.015285850347786704 -7.5407002897407308e-05 0.0018992570556339719 0.056120382149873131 0.013955705986882096 0.0015353701898818525 0.0032801876509841359 0.045595640643979564 0.035225028849931228 -0.0091696969170155223 0.006154293076889146 -0.0011878733206143464 0.008791284476423503 0.04026777337615689 -0.0013707057781939056 0.0022371054336557559 leaf_weight=905417 159 22439 3262 248402 497 74385 59 32 939 158 28 38 42 29 119 13075 155 33 32 883 3720 33 63 263 42 43791 105 39 7327 5262 leaf_count=905417 159 22439 3262 248402 497 74385 59 32 939 158 28 38 42 29 119 13075 155 33 32 883 3720 33 63 263 42 43791 105 39 7327 5262 internal_value=7.29978e-06 5.00195e-05 0.000563767 -0.000128672 0.00238347 0.000397423 0.00066444 0.00553209 0.00637418 0.0122227 0.0242944 0.0312459 0.0382947 0.0267747 0.00485763 -0.000704513 0.00361458 0.00941645 0.0353624 0.00298955 0.0041064 0.0145962 0.0106617 -0.000921377 0.0235967 -0.0011314 0.00703033 0.0173162 2.89332e-05 0.000588193 internal_weight=1.33083e+06 1.01267e+06 107251 318160 8983 98268 75829 1444 1385 446 169 137 109 71 277 69758 5721 562 65 5159 4013 293 260 1146 105 44094 303 144 25664 18337 internal_count=1330828 1012668 107251 318160 8983 98268 75829 1444 1385 446 169 137 109 71 277 69758 5721 562 65 5159 4013 293 260 1146 105 44094 303 144 25664 18337 cat_boundaries=0 1 2 cat_threshold=2320 1108 is_linear=0 shrinkage=0.05 Tree=968 num_leaves=31 num_cat=2 split_feature=4 31 33 66 55 2 83 13 67 31 28 43 136 12 134 107 3 99 125 79 30 6 127 120 7 39 124 29 136 105 split_gain=2.94881 6.00358 6.82857 6.22916 9.03366 12.4963 14.5596 11.242 9.01937 12.0796 11.0056 9.1127 8.67318 8.45937 7.95532 15.0484 7.75226 7.4825 7.33095 8.52768 7.51892 7.19823 13.4028 9.94864 7.7289 7.19546 9.15133 6.98953 6.89284 6.85915 threshold=13.449999809265138 1024.850036621094 11.650000095367433 26.634999275207523 7.9349999427795419 152.50000000000003 274.22406005859381 2.2549999952316289 4.2449998855590829 1014.2500000000001 1013.6499938964845 7.6499998569488534 0 5.305000066757203 1014.1499938964845 -0.88104757666587818 129.50000000000003 -0.90156435966491688 -0.98321744799613942 35.975000381469734 1018.4500122070314 10.550000190734865 -0.94260558485984791 0.70088258385658275 10.150000095367433 13.449999809265138 -0.99353402853012074 1003.0499877929689 1 -0.78138932585716236 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=-1 3 -3 4 18 6 -6 -7 10 11 -9 -10 13 -5 16 -16 -14 -11 19 20 27 22 -20 25 -25 26 -23 -2 -27 -18 right_child=1 2 -4 12 5 7 -8 8 9 17 -12 -13 14 -15 15 -17 29 -19 21 -21 -22 23 -24 24 -26 28 -28 -29 -30 -31 leaf_value=-2.6431628071595122e-06 -0.0022468028124421834 -0.0021404885302726043 -0.017324328543426502 0.0040761868639361846 -0.0096836687857396377 0.020935976127531897 0.0072755216720872583 -0.00053274798707139714 0.011543540949167633 -0.0040509193274167526 0.028332699495196508 -0.010570853705718822 -0.010334068874732429 -0.0047664077466259298 0.046044281870126727 0.0021936566777747721 -0.0072739528964562289 0.0043373047054893086 -0.016760911445927201 -0.024651351621882481 -0.012643859196040367 -0.015117161694381917 -0.0011667212335491096 0.0010722357257691329 0.020177765584045673 -0.0045565542761265999 0.0014630105768250023 0.011421693616392848 0.0015059320258172218 -0.00086814350467374608 leaf_weight=1309148 118 467 88 1252 314 116 212 54 538 466 85 51 315 345 23 131 513 619 149 22 45 84 1831 96 118 1124 9003 451 796 2254 leaf_count=1309148 118 467 88 1252 314 116 212 54 538 466 85 51 315 345 23 131 513 619 149 22 45 84 1831 96 118 1124 9003 451 796 2254 internal_value=6.93468e-06 0.000585294 -0.00454802 0.000720157 0.00118779 0.00398297 -0.00284841 0.00584575 0.00488025 0.00386402 0.0171188 0.00962871 -0.000856239 0.00215244 -0.00234047 0.00874278 -0.00290187 0.00073462 0.000691864 0.00593515 0.00703109 0.000439252 -0.00234022 0.000929703 0.0116071 0.000722112 0.00130974 0.0085871 -0.00205904 -0.00205578 internal_weight=1.33083e+06 21680 555 21125 16292 2455 526 1929 1813 1674 139 589 4833 1597 3236 154 3082 1085 13837 636 614 13201 1980 11221 214 11007 9087 569 1920 2767 internal_count=1330828 21680 555 21125 16292 2455 526 1929 1813 1674 139 589 4833 1597 3236 154 3082 1085 13837 636 614 13201 1980 11221 214 11007 9087 569 1920 2767 cat_boundaries=0 1 2 cat_threshold=1542 4876 is_linear=0 shrinkage=0.05 Tree=969 num_leaves=31 num_cat=2 split_feature=8 20 12 136 38 30 67 105 119 84 35 76 6 127 136 39 107 59 76 63 105 21 31 79 91 55 52 29 35 84 split_gain=2.91555 10.6078 12.4589 10.1991 12.3194 10.7542 12.0024 13.9613 12.0964 7.37185 7.34354 6.50432 5.89282 7.25317 5.83727 8.38375 9.29396 16.6327 7.38288 16.5685 11.2218 14.9421 11.8387 7.48107 14.0946 10.0955 11.2115 8.43861 9.28046 7.82049 threshold=2.2500000000000004 6.2750000953674325 0.95499998331069957 0 8.6500000953674334 1017.0499877929689 14.114999771118166 -0.49218399822711939 0.97233289480209362 0.90239021182060253 9.4499998092651385 27.634999275207523 3.9500000476837163 -0.47714059054851526 1 18.550000190734867 -0.88462412357330311 300.29521179199224 28.045000076293949 0.4723792970180512 -0.74445939064025868 7.6150000095367441 1016.2500000000001 35.125000000000007 -0.87260013818740834 39.225000381469734 9.8850002288818377 1015.0499877929689 16.050000190734867 0.88120347261428844 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 10 9 8 11 -7 -6 -5 -8 14 -14 15 -3 17 -17 -16 -20 21 22 -21 24 -22 26 -26 -27 -29 -25 right_child=-2 12 3 4 5 6 7 -9 -10 -11 -12 -13 13 -15 18 16 -18 -19 19 20 23 -23 -24 29 25 27 -28 28 -30 -31 leaf_value=-0.00074414507602104871 3.3863685889988364e-05 -0.0012226446468225297 0.00045624362865852173 0.0011386077867872599 0.0022378600932627521 0.004247536852777325 0.018107420646641725 0.055947837267409678 0.028657733278277406 -0.0054302654659700959 -0.012717365613151939 -0.010010396338999271 0.0034562074048933391 7.313174125704476e-05 -0.00039730660040091127 0.0084828698474373066 -5.5169553022288079e-06 0.053188628494739536 -0.0034731212056525276 0.042204302713386162 -0.0057021785336675949 0.0037535649369515125 0.009262722379366017 0.0037621433887480636 0.026500867744434182 0.052619207566160536 0.0020795123488339898 0.011406198668798122 0.046767537522575134 -0.0082825025242463466 leaf_weight=13538 1171661 30295 18894 180 5603 2115 116 22 52 332 204 25 1932 8804 74491 124 233 25 749 67 144 126 46 422 59 21 231 96 23 198 leaf_count=13538 1171661 30295 18894 180 5603 2115 116 22 52 332 204 25 1932 8804 74491 124 233 25 749 67 144 126 46 422 59 21 231 96 23 198 internal_value=6.5868e-06 -0.000194204 0.000497843 0.00110831 0.00252931 0.00293898 0.00581751 0.0189022 0.00483329 0.00180891 -0.00622238 0.013122 -0.00043496 0.000681934 -0.00054666 -0.00112946 0.00623117 0.0159838 -0.000313293 0.00255339 0.00570333 0.015593 0.0287945 0.00372374 0.00783703 0.0123711 0.00704799 0.0233975 0.0182407 -8.43726e-05 internal_weight=1.33083e+06 159167 41081 27543 8649 8265 2330 163 2167 5935 384 141 118086 10736 107350 30677 382 149 76673 2182 1433 239 113 1194 574 430 290 140 119 620 internal_count=1330828 159167 41081 27543 8649 8265 2330 163 2167 5935 384 141 118086 10736 107350 30677 382 149 76673 2182 1433 239 113 1194 574 430 290 140 119 620 cat_boundaries=0 1 2 cat_threshold=3193 147 is_linear=0 shrinkage=0.05 Tree=970 num_leaves=31 num_cat=0 split_feature=60 52 36 120 8 39 88 15 77 107 79 72 61 79 4 41 23 72 53 72 59 1 36 123 107 128 31 28 104 22 split_gain=2.92438 7.52481 7.91443 12.9224 18.1993 18.0681 21.7029 19.7433 27.6176 10.073 7.40162 7.39034 7.58926 7.56824 9.92475 8.40285 7.11871 7.13679 7.7545 6.90228 6.87665 9.28658 6.83261 6.7125 6.71034 8.70886 7.9625 15.4818 15.5419 10.8729 threshold=0.8020838499069215 29.974999427795414 16.550000190734867 -0.74892720580101002 7.4500000476837167 17.750000000000004 -0.73320657014846791 2.3950001001358037 10.065000057220461 -0.87242430448532093 1.3949999809265139 0.62707790732383739 0.55375733971595775 18.195000648498539 7.8500001430511483 13.34999990463257 10.215000152587892 0.83312606811523449 10.925000190734865 0.78485244512557995 258.21083068847662 301.50000000000006 9.6500000953674334 -0.96359375119209278 -0.79078698158264149 327.50000000000006 1017.3500061035157 1015.6499938964845 -0.78492805361747731 7.3150000572204599 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 11 4 -4 6 7 -6 -9 10 -5 13 -13 14 15 -3 17 22 -19 -7 21 -16 -14 -12 25 -24 -26 28 -28 -30 right_child=-2 2 3 9 5 19 -8 8 -10 -11 23 12 16 -15 20 -17 -18 18 -20 -21 -22 -23 24 -25 26 -27 27 -29 29 -31 leaf_value=5.7769287975500876e-06 -0.00027937883534887568 -0.00098525857506318168 0.0017428469396184518 -0.014319090956322304 0.011564452402097615 0.01692490408257492 -0.0018898503950391062 0.095322735151109686 0.033519332030532409 -0.00069169611159373501 0.028566215572775239 0.0029270973736710802 0.003948236970394473 0.0047574990792817462 -0.009399046142030746 0.031560059598414229 0.0018498920663628498 0.032199196843430401 0.0010394873359445154 -0.0083728848291294913 -0.0088560535923147173 0.012710266811761054 -0.0018141463337918566 0.0064008094670304772 -0.0011335887208716669 0.011635668980354659 0.049297965012180311 0.0012116386741549204 0.035133633360965179 0.0018788818036039132 leaf_weight=1200506 81054 2376 316 41 38 52 39 28 51 1627 36 3413 840 411 94 20 7511 20 12001 56 765 96 8933 667 4830 122 30 4343 32 106 leaf_count=1200506 81054 2376 316 41 38 52 39 28 51 1627 36 3413 840 411 94 20 7511 20 12001 56 765 96 8933 667 4830 122 30 4343 32 106 internal_value=1.16595e-05 3.05405e-05 0.000638565 0.00314858 0.00983831 0.0195283 0.030412 0.0411792 0.0554243 0.00151213 0.00633151 0.000477342 0.000666726 -0.0016461 -0.00243151 -0.000713595 0.000467731 0.0001356 0.00109133 0.00380753 -0.00674158 0.00177198 -0.000461656 0.00753588 -0.000663021 -0.00163293 0.000277196 0.00178775 0.0166808 0.00959013 internal_weight=1.33045e+06 1.2494e+06 48894 2951 580 264 156 117 79 2371 744 45943 42181 3762 3351 2396 38768 31257 12021 108 955 190 19236 703 18396 9055 9341 4511 168 138 internal_count=1330454 1249400 48894 2951 580 264 156 117 79 2371 744 45943 42181 3762 3351 2396 38768 31257 12021 108 955 190 19236 703 18396 9055 9341 4511 168 138 is_linear=0 shrinkage=0.05 Tree=971 num_leaves=31 num_cat=2 split_feature=40 76 42 136 35 12 12 29 29 28 136 120 22 15 43 19 36 31 4 38 122 22 38 16 30 34 31 14 43 64 split_gain=2.80259 19.7969 18.7066 26.7265 20.0498 17.0377 15.5614 15.4191 11.9395 11.8817 17.9829 13.6968 26.0288 12.2472 13.8983 22.3498 12.2439 13.4647 11.6065 18.1072 10.8273 12.4868 16.8111 10.7884 10.617 10.1358 9.87402 9.76696 9.70348 13.6224 threshold=6.1499998569488534 16.164999961853031 1.0000000180025095e-35 0 7.6499998569488534 1.9950000047683718 3.1350001096725468 1031.850036621094 1005.3500061035157 1006.4500122070314 1 0.58068084716796886 7.7950000762939462 1.735000014305115 9.7500000000000018 14.550000190734865 10.84999990463257 1000.3500061035157 9.9499998092651385 14.34999990463257 -0.79332312941551197 6.555000066757203 10.750000000000002 12.699999809265138 1025.6499633789065 8.3499999046325701 1008.2500000000001 2.4250000715255742 9.5500001907348651 12.295000076293947 decision_type=2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 -1 4 -4 25 -6 -8 -7 10 11 13 26 -2 15 20 17 -12 -16 23 -15 22 -22 -20 -10 -5 27 -13 -3 -30 right_child=1 28 3 5 6 8 7 -9 24 -11 16 12 -14 14 18 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=1.8205019732025005e-07 -0.013343352287446555 -0.0043983086122252914 -0.0052281454059595715 0.019128458152308354 -0.00027106562000797613 -0.015960905971374131 0.0041697420365155351 -0.022048315035869584 -0.0043817982703917941 0.00013544811906731114 0.019056962956876859 0.073309066485274924 -0.0025174498570298678 0.037458248303404877 -0.0057601859480755999 0.037060138533330143 0.0014475872224253173 -0.023762019219869687 -0.0013351642471250325 0.04926453755738644 0.0031654821967499122 -0.0012022582400880643 0.057189522016172611 0.029204442295142349 -0.018257743260543143 -0.0018419408207531436 0.013705834894868974 0.034182718665949234 -0.0032407623108272766 0.001377079021183939 leaf_weight=878554 78 3163 1462 58 7624 259 3469 57 3830 410352 23 22 76 28 249 85 5034 91 147 26 36 202 24 36 143 8835 37 58 3310 3086 leaf_count=878554 78 3163 1462 58 7624 259 3469 57 3830 410352 23 22 76 28 249 85 5034 91 147 26 36 202 24 36 143 8835 37 58 3310 3086 internal_value=1.10766e-05 0.000116787 -3.87411e-05 -0.00136742 0.000277129 -0.00294565 0.000999236 0.00374591 -0.00555931 0.000168407 0.0023317 0.00809217 0.0202652 0.00560208 0.00737608 0.0145136 0.00107854 -0.0151231 0.00153206 0.0102199 0.00790511 0.00474675 0.0247751 0.00467263 -0.00488123 -0.00170517 0.0350642 0.0449425 -0.00213297 -0.0010127 internal_weight=1.33045e+06 426163 904291 25737 12612 13125 11150 3526 4232 416604 6252 1104 193 911 833 375 5148 114 458 209 290 262 60 183 3973 8893 117 80 9559 6396 internal_count=1330454 426163 904291 25737 12612 13125 11150 3526 4232 416604 6252 1104 193 911 833 375 5148 114 458 209 290 262 60 183 3973 8893 117 80 9559 6396 cat_boundaries=0 1 2 cat_threshold=216 389 is_linear=0 shrinkage=0.05 Tree=972 num_leaves=31 num_cat=4 split_feature=120 121 136 0 9 31 21 12 77 38 32 136 136 5 127 15 110 33 43 12 32 31 136 121 11 111 102 0 22 12 split_gain=2.7416 9.78468 9.83648 9.93191 14.2694 19.2746 18.867 14.3269 9.81255 10.5135 14.3411 10.0897 9.71311 12.4351 12.0364 9.88353 9.84924 9.6681 9.38669 16.1175 11.4014 9.25444 9.16137 10.3939 9.59537 8.70754 9.13166 10.4245 9.62887 13.2879 threshold=-0.59480014443397511 -0.63605400919914235 0 287.50000000000006 4.8500001430511483 1020.9500122070314 6.6749999523162851 2.0349999666213994 33.524999618530281 14.949999809265138 14.34999990463257 1 2 8.5500001907348651 -0.92384436726570118 1.0149999856948855 -0.94382983446121205 10.750000000000002 13.949999809265138 3.1550000905990605 14.34999990463257 1030.6499633789065 3 -0.70088258385658253 7.9500000476837167 -0.94340083003044117 -0.13690442591905591 302.50000000000006 7.4549999237060556 2.1149998903274541 decision_type=2 2 1 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -6 7 -7 9 18 11 -11 13 -3 -15 17 -17 -16 25 -20 -21 -5 -2 24 -24 26 -4 28 29 -28 right_child=22 12 8 21 5 6 -8 -9 -10 10 -12 -13 -14 14 15 16 -18 -19 19 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00046508077384913412 -0.00027744889880910729 0.00067142833843218815 -0.0015701253584951961 -0.00064868313906043759 0.001634756354784794 0.018348089113964568 0.0082420997102886952 0.069147835331766508 -0.0020666240513358839 -0.0023099744105682767 0.00010116372778940439 -0.00031608585945497807 0.00016745459079464737 -0.011761308972147569 0.048972197795020683 0.030143626226168691 0.0027707314925107585 0.010644742883251686 0.0033973699006216093 0.056838973652338615 0.010935723658035239 0.014133397111106874 0.00047062245915541255 1.6870274864286404e-05 0.0024764836802061156 0.00041380860467306785 0.0054535699784284157 -0.0029364241662645533 0.0055538462289679118 0.031860646521866633 leaf_weight=11772 281915 37362 280 94484 6872 35 463 23 5010 11323 126123 14442 93943 139 21 33 7889 76 1469 24 31 106 26898 471262 7660 130290 79 124 186 120 leaf_count=11772 281915 37362 280 94484 6872 35 463 23 5010 11323 126123 14442 93943 139 21 33 7889 76 1469 24 31 106 26898 471262 7660 130290 79 124 186 120 internal_value=1.05227e-05 9.69946e-05 -2.78572e-05 -0.000421784 0.000616112 0.00233771 0.0116097 0.0384928 0.00012694 0.000165574 -0.000118429 -0.00119336 0.000458002 0.00105736 0.00282614 0.00307899 0.00288476 0.0189424 0.000490882 0.00439231 0.0309662 -0.000632118 -4.9053e-05 7.82456e-05 0.000915234 0.000445521 0.00568235 0.00967192 0.0137328 0.0213774 internal_weight=1.33045e+06 542719 403256 113755 19165 7393 521 58 289501 284491 151888 25765 139463 45520 8158 8019 7922 97 132603 1524 55 94590 787735 505820 34558 131079 789 509 385 199 internal_count=1330454 542719 403256 113755 19165 7393 521 58 289501 284491 151888 25765 139463 45520 8158 8019 7922 97 132603 1524 55 94590 787735 505820 34558 131079 789 509 385 199 cat_boundaries=0 1 2 3 4 cat_threshold=4485 3088 6149 1123 is_linear=0 shrinkage=0.05 Tree=973 num_leaves=31 num_cat=1 split_feature=60 52 36 122 8 84 111 23 34 55 136 35 16 33 8 19 25 28 83 122 111 126 4 76 127 68 36 112 38 28 split_gain=2.66995 6.86126 7.15499 12.2751 12.4641 14.066 26.9674 9.40119 8.11497 12.04 11.43 8.36771 7.65965 9.74943 10.7679 9.61165 8.17187 13.1133 11.0942 9.22748 10.8359 8.94463 8.45476 8.67177 9.54141 8.07853 10.9281 9.02147 12.0439 10.6843 threshold=0.8020838499069215 29.974999427795414 16.550000190734867 -0.78257837891578663 7.4500000476837167 0.81544595956802379 0.59825405478477489 9.3150000572204608 16.150000572204593 23.615000724792484 0 15.750000000000002 14.550000190734865 10.650000095367433 9.5500001907348651 13.344999790191652 272.50000000000006 1016.0499877929689 268.83760070800787 -0.91702514886856068 0.25948648154735571 -0.99901017546653736 1.0500000119209292 24.704999923706058 -0.93038213253021229 267.33744812011724 10.449999809265138 -0.81408452987670887 12.449999809265138 1014.3500061035157 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 12 4 -4 6 7 -6 10 -10 11 -5 13 16 -15 -14 -3 18 -18 -20 -21 -19 -23 -24 -25 26 -16 28 29 -28 right_child=-2 2 3 8 5 -7 -8 -9 9 -11 -12 -13 15 14 25 -17 17 21 19 20 -22 22 23 24 -26 -27 27 -29 -30 -31 leaf_value=4.3899589662653389e-06 -0.00026809409351944731 -0.0017016356285171738 0.0028793151292396063 -0.0070962823462762392 0.0031131365260965117 0.0093936335400376519 0.085887965019792331 0.042803624304709964 0.0057833366002888196 -0.0034739192827321613 0.010666036334967143 0.0079898281762691668 -0.0019721238311855536 0.0017257087762819927 -0.026069624535739425 0.00039125094000518474 0.0031321096117902462 0.026135664724891906 -0.0064650945079161738 0.026442969346820014 0.010622004826856836 0.014299805240261776 -0.00069211331231106921 0.032933570761233565 0.0042596661737887721 -0.0015329202041253934 0.0074350429046608048 -0.0036211323689757397 0.00097641923939382645 0.025416719563623992 leaf_weight=1200506 81054 779 264 228 37 142 20 25 516 1100 465 154 5619 8960 32 18355 643 38 61 136 530 128 1977 30 881 6508 300 328 524 114 leaf_count=1200506 81054 779 264 228 37 142 20 25 516 1100 465 154 5619 8960 32 18355 643 38 61 136 530 128 1977 30 881 6508 300 328 524 114 internal_value=9.99557e-06 2.80365e-05 0.000608634 0.00299519 0.0102399 0.0189149 0.0354029 0.0191174 0.00155978 -0.000518013 0.00552402 -0.000988568 0.000455342 0.00112976 0.000542992 -0.000162674 0.00302055 0.00385205 0.00791641 0.0121479 0.0138527 0.00202881 0.00172508 0.00116775 0.00520392 -0.000814571 0.00278714 0.00351653 0.00601243 0.0123865 internal_weight=1.33045e+06 1.2494e+06 48894 2951 488 224 82 62 2463 1616 847 382 45943 21969 16766 23974 5203 4424 1370 727 666 3054 3016 2888 911 7806 1298 1266 938 414 internal_count=1330454 1249400 48894 2951 488 224 82 62 2463 1616 847 382 45943 21969 16766 23974 5203 4424 1370 727 666 3054 3016 2888 911 7806 1298 1266 938 414 cat_boundaries=0 1 cat_threshold=1024 is_linear=0 shrinkage=0.05 Tree=974 num_leaves=31 num_cat=3 split_feature=34 35 35 4 136 31 0 107 35 3 136 42 65 52 136 19 53 4 31 55 81 67 92 65 79 20 60 109 39 20 split_gain=2.6714 13.031 10.7406 10.1731 14.3464 11.5578 12.5441 12.8727 10.2375 12.7133 11.0357 9.92333 9.4339 10.1634 10.1299 14.991 12.2448 13.6874 10.5868 9.52176 10.6347 10.1564 11.4591 11.0988 9.46222 9.30657 9.11072 9.37618 9.1029 25.6037 threshold=15.84999990463257 15.84999990463257 14.550000190734865 4.5499999523162851 0 1014.8500061035157 218.50000000000003 -0.72777476906776417 16.050000190734867 210.50000000000003 1 13.949999809265138 11.324999809265138 19.345000267028812 2 18.219999313354496 37.194999694824226 4.0499999523162851 1015.4500122070314 17.185000419616703 275.33224487304693 3.6450001001358037 -0.53636515140533436 7.4349999427795419 5.2850000858306894 6.1349999904632577 0.63505762815475475 -0.94364041090011586 19.849999427795414 7.1150000095367441 decision_type=2 2 2 2 1 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 4 -4 6 7 -5 9 10 -8 26 13 -3 18 16 -16 -18 -14 20 -15 -22 -23 24 -24 -6 -9 -28 -20 -30 right_child=1 12 3 5 25 -7 8 11 -10 -11 -12 -13 14 19 15 -17 17 -19 28 -21 21 22 23 -25 -26 -27 27 -29 29 -31 leaf_value=-2.4855901859105274e-05 -0.0011603011942047823 7.3608507770791685e-05 0.0004971566351437527 -0.0035554489751253742 0.0016960243828996167 0.0014519709915111877 -0.00014954861360323034 0.0018110027549264993 0.0034917869224715906 0.00010955469500406046 0.0076247397954120047 -0.0044246201444122519 -0.001510073977622323 -0.0015858040344520236 -0.0017003857952638758 0.027311595511578381 -0.0013260251567714461 -0.011428986543801842 0.0014674956654956066 0.00022632601921005626 0.0031180942950843147 -0.0036331382617857812 0.014963560083895803 0.0073816868406421966 0.034710121063045905 -0.0011410654172079155 -0.01325781668894653 -0.00062568345290401348 0.050440729962752409 0.0047044875116233585 leaf_weight=965353 27956 152632 60272 3867 3237 38050 791 4544 3067 23115 1086 1011 4520 281 6194 42 603 755 3189 1108 341 74 126 156 117 27009 206 512 36 204 leaf_count=965353 27956 152632 60272 3867 3237 38050 791 4544 3067 23115 1086 1011 4520 281 6194 42 603 755 3189 1108 341 74 126 156 117 27009 206 512 36 204 internal_value=9.4998e-06 -0.000159773 3.91544e-05 0.000409687 5.12671e-05 0.00083518 0.000220794 -0.00128644 0.00076548 0.000430909 0.00438835 0.000112298 4.39573e-06 0.000122276 -0.0011699 -0.00247417 -0.0026431 -0.00694291 7.9142e-05 0.00349415 0.00680077 0.00969589 0.014438 0.0177896 0.0244712 -0.000837156 0.000983986 -0.00424994 0.00217423 0.0115649 internal_weight=1.33045e+06 198334 1.13212e+06 166767 90518 76249 38199 10140 28059 24992 1877 6273 170378 154835 15543 7594 7552 1358 7949 2203 1095 814 473 399 243 30246 5262 718 3429 240 internal_count=1330454 198334 1132120 166767 90518 76249 38199 10140 28059 24992 1877 6273 170378 154835 15543 7594 7552 1358 7949 2203 1095 814 473 399 243 30246 5262 718 3429 240 cat_boundaries=0 1 2 3 cat_threshold=6952 2066 7296 is_linear=0 shrinkage=0.05 Tree=975 num_leaves=31 num_cat=3 split_feature=6 20 52 34 120 23 23 136 9 22 12 9 4 136 12 27 85 31 124 26 6 20 5 22 122 136 35 34 20 22 split_gain=3.62223 12.5034 19.9725 19.2981 15.3544 13.188 11.6107 11.1213 10.8779 10.6408 10.3953 10.3811 16.3294 10.8849 9.89557 10.5588 11.5543 9.75923 12.4439 10.0182 9.756 9.57974 9.51894 9.08457 8.92934 11.4089 10.1103 16.6389 9.91636 15.9123 threshold=4.8500001430511483 6.5350000858306894 1.7050000429153445 12.84999990463257 0.18222858756780627 5.9649999141693124 7.3450000286102304 0 3.4500000476837163 9.1149997711181658 0.80500000715255748 6.0499999523162851 4.0499999523162851 1 1.8650000095367434 283.50000000000006 0.70615720748901378 1018.7500000000001 -1.0000000180025095e-35 286.50000000000006 3.4500000476837163 7.4549999237060556 6.0499999523162851 8.0349998474121112 -0.98897820711135853 2 14.550000190734865 14.250000000000002 6.5750000476837167 5.9149999618530282 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 4 9 7 21 -6 -1 23 -4 -9 13 22 -7 15 -8 -17 18 -11 -20 -12 -3 -13 -2 25 -10 28 -28 -26 -30 right_child=8 5 3 -5 6 11 14 10 24 17 20 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31 leaf_value=-0.0011421382670933884 0.00067844357235140817 0.00045872895137460734 0.0026248340182601477 0.00058454949696925185 -0.0010547052914860839 0.00022567575463260483 0.00082130498444866215 -0.00026431905453429657 -0.0016087187343610332 0.0041462443791152465 0.0011851687905409221 0.0016501258745547729 5.2820426861854788e-05 -0.00039246117758209788 -0.013747296093551574 0.012266526583863686 -0.0025235376625958473 0.0011683262532224527 0.021151019243354149 0.062218908827613911 9.4058157821530258e-05 0.002724885653985612 0.0062094185351917039 0.0039924195204046964 -0.00041853447547775778 0.0015727088408933481 0.0022884652461901832 0.00013101564959049189 0.0026626487670953114 -3.2883168420016116e-05 leaf_weight=11137 13441 17675 14897 30689 32015 94529 1242 31948 18611 42 56267 10362 44869 288761 86 520 177 74 33 27 32217 6335 1287 2444 257451 3314 9659 119527 5611 225864 leaf_count=11137 13441 17675 14897 30689 32015 94529 1242 31948 18611 42 56267 10362 44869 288761 86 520 177 74 33 27 32217 6335 1287 2444 257451 3314 9659 119527 5611 225864 internal_value=-2.0486e-05 6.0809e-05 0.000379539 0.00130414 0.000124049 -8.44425e-05 -0.000822464 0.000368934 -0.000104169 0.00276923 0.000508724 -0.000146737 0.000485865 -0.000240017 0.00284924 0.00358535 0.00851066 0.0149914 0.02502 0.0396316 0.000787896 0.00105665 0.00215384 0.00118832 -0.000136247 -0.00112786 -0.000101074 0.000292324 -0.000205019 3.24571e-05 internal_weight=1.33111e+06 675189 211371 45762 165609 463818 34040 131569 655922 15073 120432 439808 56518 383290 2025 1939 697 176 102 60 88484 24010 11649 15885 640037 21925 618112 129186 488926 231475 internal_count=1331111 675189 211371 45762 165609 463818 34040 131569 655922 15073 120432 439808 56518 383290 2025 1939 697 176 102 60 88484 24010 11649 15885 640037 21925 618112 129186 488926 231475 cat_boundaries=0 1 2 3 cat_threshold=1552 552 2600 is_linear=0 shrinkage=0.05 Tree=976 num_leaves=31 num_cat=3 split_feature=3 112 136 31 32 32 118 38 14 35 68 29 7 31 60 136 12 75 56 29 136 92 10 126 7 12 43 30 15 31 split_gain=3.45659 6.24314 7.09421 8.48974 6.25307 9.35076 12.1951 12.0266 9.11919 10.1119 8.41711 7.71934 8.20423 10.3872 8.8162 8.20485 8.03639 7.07306 8.5696 7.04459 8.67059 9.41223 7.02094 6.96161 6.80281 8.75418 7.46077 6.69551 6.56845 6.48887 threshold=329.50000000000006 -0.91702514886856068 0 1028.7500000000002 8.5500001907348651 10.150000095367433 0.9170251488685609 10.449999809265138 3.4650000333786015 8.3499999046325701 344.32882690429693 1012.6499938964845 7.2500000000000009 1018.1499938964845 0.79270407557487499 1 1.544999957084656 0.90146508812904369 228.89084625244143 1012.4500122070314 2 0.54002994298934948 16.750000000000004 0.1650413200259209 13.34999990463257 4.1849999427795419 7.8500001430511483 1010.0499877929689 4.4849998950958261 1026.9500122070315 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 8 6 17 11 10 19 -3 -7 -13 14 24 -15 -17 -6 -19 27 21 -21 -11 -9 25 -14 -27 -10 -29 -25 right_child=1 4 -4 -5 5 7 -8 23 9 22 -12 12 13 15 -16 16 -18 18 -20 20 -22 -23 -24 29 -26 26 -28 28 -30 -31 leaf_value=1.578179567506709e-05 -0.0016306685319649535 0.0003593852606012373 -0.00027242346190027995 0.0068947641913126847 -0.00068668052527669362 -0.00082217392794082351 -0.0062285608108557863 0.0011597139417060098 0.0036250986608015474 0.0083454459870873545 0.024230760700900009 1.410259481026343e-05 0.005246094336937999 0.0057146144936843857 0.030618158524686641 0.012740210856290094 -0.002814326966684847 0.017038967177116626 -0.008208828069234687 0.019819331341029339 -0.0044910363798009471 0.001320868122469013 0.026895445113214445 -0.0003546356628906231 3.2528893522676507e-05 0.0032105724870537724 0.037226898423396049 0.0079045645168627655 0.029634326001485956 0.0024695873796860605 leaf_weight=1117326 17389 18805 37612 297 11473 2591 1204 8879 667 268 37 2650 3021 496 33 89 1240 36 506 85 565 360 63 102465 655 27 40 105 52 2075 leaf_count=1117326 17389 18805 37612 297 11473 2591 1204 8879 667 268 37 2650 3021 496 33 89 1240 36 506 85 565 360 63 102465 655 27 40 105 52 2075 internal_value=-1.94622e-05 -0.000203662 -0.000661092 -0.00148666 -4.40589e-05 -0.000166826 -0.0014311 -3.23312e-05 0.000759389 0.00383266 0.000406261 0.00155864 0.00230627 0.00339076 0.00488769 0.000293539 -0.00175944 -0.000950358 -0.00653185 0.00238098 -0.00041801 0.00474759 0.0118761 -0.000184416 0.00466084 0.00564256 0.0235188 0.00581178 0.0151017 -0.000298578 internal_weight=1.33111e+06 213785 55298 17686 158487 137480 13219 124261 21007 2165 18842 10842 8251 5601 3776 1825 1329 12015 542 1834 1010 445 331 113419 3743 3088 67 824 157 104540 internal_count=1331111 213785 55298 17686 158487 137480 13219 124261 21007 2165 18842 10842 8251 5601 3776 1825 1329 12015 542 1834 1010 445 331 113419 3743 3088 67 824 157 104540 cat_boundaries=0 1 2 3 cat_threshold=794 84 524 is_linear=0 shrinkage=0.05 Tree=977 num_leaves=31 num_cat=2 split_feature=28 12 28 28 85 12 3 37 7 83 36 28 136 22 67 122 66 31 29 39 31 24 33 124 136 40 89 15 17 101 split_gain=3.28626 9.8133 12.8165 28.3343 28.9175 15.916 17.6269 20.3666 13.8075 13.601 12.9436 19.1495 19.3184 41.7214 19.7753 19.4358 16.0318 14.2461 13.0418 16.2599 12.5375 12.5349 17.3693 32.3546 15.0521 18.1643 14.3202 11.7836 16.3782 20.491 threshold=1009.2500000000001 4.1349999904632577 1.0000000180025095e-35 1000.4500122070314 0.768884837627411 2.4550000429153447 218.50000000000003 16.150000572204593 6.6499998569488534 280.08038330078131 13.050000190734865 1007.4500122070314 0 7.7349998950958261 32.18499946594239 0.39873388409614569 46.674999237060554 1003.0499877929689 1004.0499877929689 13.84999990463257 1009.1499938964845 193.50000000000003 6.9500000476837167 -0.93038213253021229 1 12.84999990463257 -0.97276049852371205 2.3549998998641972 8.7100000381469744 0.34853397309780126 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 -1 4 21 6 7 -5 -8 -6 -7 12 13 14 15 20 -14 -15 19 -17 27 26 23 -23 -24 -26 -4 -12 29 -29 right_child=-2 -3 3 5 9 10 8 -9 -10 -11 11 -13 16 17 -16 18 -18 -19 -20 -21 -22 22 24 -25 25 -27 -28 28 -30 -31 leaf_value=-4.0250682737169896e-05 -4.5778360388608517e-05 -0.0012890473704579714 0.042218456526752567 0.0044678329600126871 0.00040901029376591959 -0.0013666800037582718 0.0014183030081491453 -0.00028648929448463244 -0.001807825195092748 -0.019777470528597314 0.0020231824270449581 -0.001257693786367296 -0.0011519945992821961 -0.015338833402929596 -0.0024479576506781461 0.034318116099502034 0.022898778599712438 0.0022587013148821092 -0.0037262929232766556 -0.0079524231861744614 0.032118307891776603 0.0886223771609366 0.0054394320314919073 0.018095388536805812 0.015069052347182664 0.059632932061019044 -0.0014003929819815806 0.0042013823664907753 0.01402146970175327 0.054744195376451199 leaf_weight=86154 1187791 10174 20 7558 531 12198 10687 3209 4809 99 100 3199 1363 160 151 65 73 409 152 35 204 20 734 87 484 24 318 29 209 65 leaf_count=86154 1187791 10174 20 7558 531 12198 10687 3209 4809 99 100 3199 1363 160 151 65 73 409 152 35 204 20 734 87 484 24 318 29 209 65 internal_value=-1.84888e-05 0.000207679 0.000322047 0.000986275 0.00637745 0.00070667 0.00149686 0.00305085 0.000417112 -0.00276315 -0.000420467 0.00143694 0.00429602 0.00808751 0.0142391 0.0171724 7.01537e-05 -0.00268964 0.00549979 0.0195234 0.0220184 0.00979095 0.0119483 0.031278 0.0102831 0.0168429 0.0011806 0.0169058 0.0218175 0.0391512 internal_weight=1.33111e+06 143320 133146 46992 2317 44675 26263 10767 15496 630 18412 6214 3015 1579 1010 859 1436 569 252 100 607 1687 1349 107 1242 508 338 403 303 94 internal_count=1331111 143320 133146 46992 2317 44675 26263 10767 15496 630 18412 6214 3015 1579 1010 859 1436 569 252 100 607 1687 1349 107 1242 508 338 403 303 94 cat_boundaries=0 1 2 cat_threshold=853 2530 is_linear=0 shrinkage=0.05 Tree=978 num_leaves=31 num_cat=3 split_feature=6 7 127 136 31 58 136 78 7 35 16 24 30 12 10 107 111 29 1 36 35 31 79 66 30 136 76 29 31 120 split_gain=3.22899 9.08474 15.9043 16.5881 14.5289 11.4027 11.2879 14.0588 12.69 11.7197 10.5819 11.757 9.92914 9.92679 9.89968 9.56578 9.30535 13.9941 14.5197 13.3985 17.1959 30.2386 12.7354 14.2053 9.57463 9.07091 10.9451 10.7436 10.2941 9.77467 threshold=4.8500001430511483 6.9500000476837167 -0.84335932135581959 0 1012.8500061035157 286.85537719726568 1 22.23499965667725 11.150000095367433 9.8499999046325701 7.4149999618530282 317.50000000000006 1014.0499877929689 2.0649999380111699 5.7500000000000009 -0.9799966812133788 -0.23408629000186917 1000.4500122070314 1.0000000180025095e-35 16.150000572204593 15.949999809265138 1019.4500122070314 2.6650000810623173 16.125000000000004 1010.4500122070314 2 22.884999275207523 1012.2500000000001 1026.4500122070315 -0.043617725372314446 decision_type=2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 16 4 10 -3 6 7 9 -9 14 11 -4 13 -8 -6 -7 17 -1 19 20 22 24 23 -19 -22 27 -27 -18 -29 -30 right_child=-2 2 3 -5 5 15 12 8 -10 -11 -12 -13 -14 -15 -16 -17 25 18 -20 -21 21 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=-0.005811174759699762 -9.6572412231042877e-05 8.7029922786076416e-05 0.0025076954223735345 -0.00050302824038291527 0.014691469011033019 0.02966871227688668 -0.00020861639307650666 0.0078588950193741111 0.060431983011464276 0.0050768716308270375 0.0010318329763272954 0.0097182865111770048 -0.00026209145130808855 0.02674467521460934 0.051490024712098681 0.0098252666112914871 0.0007033244078799121 0.010452660177602555 -0.00087991409300626836 -0.0034246202534011522 0.044280461734160781 0.077788455076515675 0.0020106874700107865 0.053485171656523438 0.0069995517718545609 0.00021087606504436169 -0.0034869196315549899 -0.00045643172582346891 -0.00075701757413761334 0.0033700748742017911 leaf_weight=1322 655922 1866 2182 20376 89 71 65 22 24 881 12028 763 1183 72 23 420 26703 221 32309 677 20 20 1907 21 124 407485 2011 156384 2442 3478 leaf_count=1322 655922 1866 2182 20376 89 71 65 22 24 881 12028 763 1183 72 23 420 26703 221 32309 677 20 20 1907 21 124 407485 2011 156384 2442 3478 internal_value=-1.75623e-05 5.91932e-05 0.000789424 0.000425557 0.00351681 0.00576242 0.00431954 0.00818665 0.0352883 0.00701363 0.00168843 0.00437584 0.00120451 0.0139566 0.0222483 0.0126947 1.31286e-05 -0.000760576 -0.000571424 0.00276203 0.00457282 0.0201788 0.00338186 0.0141869 0.0121775 6.04698e-05 0.000192712 -0.000226039 -0.000378956 0.00166765 internal_weight=1.33111e+06 675189 40065 35349 4716 2850 2359 1039 46 993 14973 2945 1320 137 112 491 635124 36621 35299 2990 2313 164 2149 242 144 598503 409496 189007 162304 5920 internal_count=1331111 675189 40065 35349 4716 2850 2359 1039 46 993 14973 2945 1320 137 112 491 635124 36621 35299 2990 2313 164 2149 242 144 598503 409496 189007 162304 5920 cat_boundaries=0 1 2 3 cat_threshold=6528 1055 5520 is_linear=0 shrinkage=0.05 Tree=979 num_leaves=31 num_cat=0 split_feature=52 72 34 54 25 78 60 52 16 14 28 86 92 74 28 67 29 55 63 23 0 31 79 122 32 39 31 7 38 125 split_gain=3.16594 5.17324 4.87844 7.56038 6.31244 4.84497 4.76668 8.73752 10.1336 11.7374 11.7854 10.2735 10.1323 9.11363 9.53517 8.65765 13.8726 9.21118 8.43285 10.7856 8.40838 8.32082 7.93975 7.49136 7.37707 7.33976 7.97564 7.88513 7.26897 7.22538 threshold=99.075000762939467 0.92609113454818737 8.3499999046325701 111.75499725341798 298.50000000000006 2.1049998998641972 0.6911168396472932 11.015000343322756 12.699999809265138 2.6650000810623173 1016.7500000000001 0.83448314666748058 -0.6954229176044463 0.85050171613693248 1027.350036621094 30.025000572204593 1023.1499938964845 24.154999732971195 0.56921374797821056 6.3849999904632577 328.50000000000006 1010.8500061035157 27.704999923706058 -0.97233289480209339 16.44999980926514 13.150000095367433 1025.2500000000002 11.84999990463257 11.949999809265138 0.96359375119209301 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 5 3 4 -3 -2 7 -1 9 12 -11 18 -9 -14 -15 16 -12 -17 19 21 22 23 -18 -10 -21 29 27 -27 -19 -23 right_child=1 2 -4 -5 -6 -7 -8 8 11 10 15 -13 13 14 -16 17 20 28 -20 24 -22 25 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-2.7207495545656622e-05 0.0059063552831582766 0.042603746544336907 -0.0043143730148667552 -0.0038252113455975499 0.0073909156396985065 0.00069506700625966754 -0.0002814102267470157 -0.0013158866866885967 0.037365856669843198 0.0016063540121368743 -0.0051582097375779774 -0.00085744309561275865 0.0023109101866812267 0.0056821368299157151 0.034574448041104038 0.0036944185804607095 0.015471792753986108 0.0027833700419909418 0.0014179511599751466 -0.0010966085637628235 -0.0035596102549096766 -0.0025033228967570433 -0.0028685618071433378 0.0085524729060440507 0.0025771825129122065 0.0033824887050575743 0.033014134721209606 0.03428595164524658 -0.0039766071171536835 0.011424896251681506 leaf_weight=1075237 458 20 845 81 35 17032 160173 1576 25 7491 2201 17705 9030 1867 29 1260 193 580 16920 12714 201 970 85 231 1531 1208 24 21 1265 103 leaf_count=1075237 458 20 845 81 35 17032 160173 1576 25 7491 2201 17705 9030 1867 29 1260 193 580 16920 12714 201 970 85 231 1531 1208 24 21 1265 103 internal_value=-1.66844e-05 0.000633358 -0.00289983 0.00588908 0.0201956 0.000831532 -2.58315e-05 9.68948e-06 0.000523389 0.00133255 0.000297201 0.000117989 0.002432 0.00297261 0.00612406 -0.00139802 -0.00348003 0.000399006 0.000629739 -0.000162829 0.0042312 0.0028105 0.00986413 0.0113663 -0.000701763 0.00186884 0.00446799 0.00391054 -0.00185152 -0.00116632 internal_weight=1.33111e+06 18471 981 136 55 17490 1.31264e+06 1.15247e+06 77230 25778 13276 51452 12502 10926 1896 5785 2680 3105 33747 16827 479 2582 278 256 14245 2326 1253 1229 1845 1073 internal_count=1331111 18471 981 136 55 17490 1312640 1152467 77230 25778 13276 51452 12502 10926 1896 5785 2680 3105 33747 16827 479 2582 278 256 14245 2326 1253 1229 1845 1073 is_linear=0 shrinkage=0.05 Tree=980 num_leaves=31 num_cat=3 split_feature=31 28 1 136 12 136 38 136 29 126 31 76 79 15 125 19 23 36 15 22 36 29 22 8 105 127 16 103 74 67 split_gain=3.92351 9.69796 20.4127 20.9033 19.5487 18.8071 14.918 13.8088 13.6178 16.5468 12.3312 11.8245 20.0244 10.983 11.95 11.3543 14.9968 12.7545 10.9619 10.7448 10.4268 10.3025 32.029 10.0397 9.87353 16.5927 9.50119 9.49249 9.5491 9.40703 threshold=1013.2500000000001 1013.2500000000001 244.50000000000003 0 2.0949999094009404 1 16.050000190734867 2 1012.3500061035157 -0.91702514886856068 1015.1499938964845 2.5949999094009404 4.4949998855590829 1.1050000190734866 1.0000000180025095e-35 11.775000095367433 9.7750000953674334 12.650000095367433 3.8649998903274541 8.2750000953674334 9.8499999046325701 1004.7500000000001 7.6949999332427987 5.4500000476837167 -0.88944336771965016 0.737249255180359 14.550000190734865 0.35715842247009283 0.84918281435966503 23.494999885559086 decision_type=2 2 2 1 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 6 5 10 -4 18 9 -5 19 12 13 -12 15 -15 23 -18 21 -2 -13 22 -6 -17 25 27 -25 -23 -29 -22 right_child=1 -3 3 8 7 -7 -8 -9 -10 -11 11 20 -14 14 -16 16 17 -19 -20 -21 29 24 -24 26 -26 -27 -28 28 -30 -31 leaf_value=-0.00013831010909568143 0.0026538367018989453 3.2840393962344401e-06 0.0022542682312181573 0.012894736539433042 -0.0020583030922959249 0.0016563230314128093 -0.00025764061589069555 -0.0019011380576899176 -2.3049785398833828e-05 -0.0025156912292333723 0.001299887643771092 -0.0084846809273585681 0.057467007791050351 0.010956714733495911 -0.0037841322837057754 0.01354002750074295 -0.024252992224964229 0.030224244651340305 -0.0036568393663148312 0.010630083842178414 0.0055197723783079744 0.012625027455372671 0.074818931110203268 0.050075357903035425 0.0015004536319103883 0.033530152982329732 0.012839583325244132 0.01044857997409496 -0.0085653235406459149 0.022506941852325033 leaf_weight=382974 2977 868522 12863 177 42 10343 10936 4795 17014 10975 157 116 26 178 61 38 22 21 841 492 659 249 20 93 4826 59 21 111 163 93 leaf_count=382974 2977 868522 12863 177 42 10343 10936 4795 17014 10975 157 116 26 178 61 38 22 21 841 492 659 249 20 93 4826 59 21 111 163 93 internal_value=-3.26815e-06 5.13502e-05 0.000584049 8.84408e-06 0.00171614 0.00287539 0.00109955 0.000119422 -0.000912816 -0.0022711 0.00540631 0.00922993 0.0145219 0.0126326 0.0167322 0.0200874 0.0284221 0.00235217 0.001655 0.00378509 0.00546826 0.00247471 0.0227408 0.0357971 0.00224237 0.00839443 0.0432161 0.00555885 -0.000862611 0.00762058 internal_weight=1.32986e+06 946890 78368 51965 26403 15297 23799 11106 28166 11152 4954 1485 617 591 434 373 195 43 6311 3469 868 5470 62 152 5408 582 114 523 274 752 internal_count=1329864 946890 78368 51965 26403 15297 23799 11106 28166 11152 4954 1485 617 591 434 373 195 43 6311 3469 868 5470 62 152 5408 582 114 523 274 752 cat_boundaries=0 1 2 3 cat_threshold=1587 710 5368 is_linear=0 shrinkage=0.05 Tree=981 num_leaves=31 num_cat=1 split_feature=31 126 111 39 101 1 40 65 6 30 13 65 53 71 98 104 78 67 63 93 8 15 136 116 122 39 54 55 124 40 split_gain=3.64124 9.69786 11.3813 13.4214 14.7992 19.3552 13.3612 13.2012 10.3253 11.0664 13.862 21.8968 20.4958 12.2408 25.0041 13.6682 10.135 9.78906 10.3158 14.0923 9.73781 14.2683 15.3643 14.2187 15.1178 11.6038 11.5212 10.4986 13.2711 11.8178 threshold=1010.6499938964845 -0.81408452987670887 -0.90038016438484181 14.250000000000002 0.084844715893268599 194.50000000000003 8.0500001907348651 2.1950000524520878 14.650000095367433 1007.9500122070314 3.0749999284744267 13.965000152587892 8.0349998474121112 252.7428894042969 -0.66825464367866505 -0.25829999148845667 12.934999942779543 31.585000038146976 0.51644340157508861 0.017164179123938087 7.9500000476837167 2.0049999952316289 0 0.56638467311859142 0.31729258596897131 14.250000000000002 20.505000114440922 12.09500026702881 -0.38266885280609125 10.84999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -5 -1 9 10 11 16 13 14 15 -13 -9 18 -6 -20 -4 22 -22 24 27 -26 -24 28 29 -23 right_child=-2 -3 20 6 17 -7 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 21 23 26 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.015861997161938372 3.0672588374301402e-05 -5.9747198817300028e-05 -0.000596840848717598 -0.011249698249596186 0.0045484575331385807 -0.0060199857887843194 0.012035384698848552 -0.02460108105542845 -0.0038398234939347863 0.00089511784932586708 0.004909065039980621 0.049930308549664917 0.0084122854769777735 0.012658764050963027 0.026576028980959496 0.10838590975850822 0.0085339613250596854 -0.0012941767845083686 0.0583556399093536 0.017007000532678583 -0.012075278835075913 0.0037276212534680126 -0.0035356971757777448 -0.0090966019938380892 -0.0030761718191573248 -0.013641546411468581 0.0314967335589851 -0.0043315603381045755 -0.0075381103957466696 -0.0036458283673539344 leaf_weight=87 1139875 162792 12952 345 157 738 75 29 356 792 784 20 85 30 52 20 113 136 23 198 755 3055 1061 616 2430 291 24 944 368 661 leaf_count=87 1139875 162792 12952 345 157 738 75 29 356 792 784 20 85 30 52 20 113 136 23 198 755 3055 1061 616 2430 291 24 944 368 661 internal_value=-3.10484e-06 -0.000205759 -0.00107974 0.00136908 0.00235071 0.0010502 -0.00709165 0.00325366 0.00398275 0.00542942 0.00859903 0.0168882 0.0272613 0.0403938 0.0494378 0.0791581 0.00176695 0.0102095 0.0143483 0.0213103 -0.00150696 -0.00266206 -0.00664839 -0.00178521 -0.001204 -0.0042061 -0.00273557 0.000420639 0.00151909 0.00241604 internal_weight=1.32986e+06 189989 27197 4040 3620 3106 420 2368 2281 1925 1133 349 207 122 92 40 142 514 378 221 23157 10205 1840 8365 7749 2721 1085 5028 4084 3716 internal_count=1329864 189989 27197 4040 3620 3106 420 2368 2281 1925 1133 349 207 122 92 40 142 514 378 221 23157 10205 1840 8365 7749 2721 1085 5028 4084 3716 cat_boundaries=0 1 cat_threshold=154 is_linear=0 shrinkage=0.05 Tree=982 num_leaves=31 num_cat=3 split_feature=31 28 38 19 12 15 14 136 28 111 125 136 40 15 66 28 65 31 112 34 34 106 15 91 67 91 36 136 28 32 split_gain=3.3148 9.03722 15.0992 17.0954 15.8656 14.4903 13.5812 13.4209 12.091 10.9453 14.5371 19.5083 16.7074 17.1191 20.7389 16.0131 12.7072 11.8643 11.9228 10.8286 12.5623 11.0999 12.4996 12.2436 11.0697 13.8608 11.4245 10.9157 12.8795 10.7974 threshold=1013.2500000000001 1012.7500000000001 16.050000190734867 8.7100000381469744 2.6750000715255742 1.5850000381469729 2.9050000905990605 0 997.54998779296886 0.1639545559883118 -0.026175950653851029 1 11.449999809265138 1.1250000000000002 12.045000076293947 1006.8500061035157 13.775000095367433 1014.5499877929689 -0.89490029215812672 10.050000190734865 13.949999809265138 -0.76877591013908375 3.0249999761581425 -0.97700071334838856 15.34500026702881 -0.89850741624832142 12.550000190734865 2 1010.5499877929689 13.650000095367433 decision_type=2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=-1 2 3 7 8 6 -6 -2 -5 16 12 17 13 -11 -15 -16 -10 -12 -19 21 -21 22 24 -23 -7 26 -26 28 -22 -29 right_child=1 -3 -4 4 5 19 -8 -9 9 10 11 -13 -14 14 15 -17 -18 18 -20 20 27 23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=-0.00012707945364132651 0.0023707368126861198 9.6581046346226128e-06 -0.00065116597590979459 -0.0056993964596711542 -0.0074997697906552018 0.0044672873985095356 -0.046691162466595416 -0.0014539383567111687 0.0020861636446851644 -0.00024636577690953737 0.0029376330722620321 -9.5754126877365864e-05 0.00031130955267935466 0.010895290244339866 0.044414488155217396 0.0001200139939680408 -0.0051150334636268415 0.016869486084506207 0.0059335263190766121 -0.0013653747593227389 0.028544999758014458 -0.013835809385160578 0.0039185459319317799 0.0036966483455757658 0.030901236335436507 0.0057819546290463018 0.074739771822224493 0.012591152616425769 0.0065676341578562603 -0.0022157989491550074 leaf_weight=382974 3161 893948 15158 413 280 51 24 8283 2693 633 3364 4239 1104 2525 21 719 793 320 1127 5410 84 110 192 1051 42 31 23 154 323 614 leaf_count=382974 3161 893948 15158 413 280 51 24 8283 2693 633 3364 4239 1104 2525 21 719 793 320 1127 5410 84 110 192 1051 42 31 23 154 323 614 internal_value=-2.95414e-06 4.72489e-05 0.000681986 0.00121681 0.00191784 0.00012278 -0.0105938 -0.000396706 0.00275672 0.00295586 0.003578 0.00238239 0.00574117 0.00727903 0.00873801 0.00137702 0.000448026 0.00455663 0.00835198 0.00052573 -0.00034761 0.00435969 0.0123195 0.00203552 0.0232921 0.0332928 0.0464133 0.00433844 0.0108372 0.000743621 internal_weight=1.32986e+06 946890 52942 37784 26340 8389 304 11444 17951 17538 14052 9050 5002 3898 3265 740 3486 4811 1447 8085 6585 1500 339 1161 147 96 65 1175 407 768 internal_count=1329864 946890 52942 37784 26340 8389 304 11444 17951 17538 14052 9050 5002 3898 3265 740 3486 4811 1447 8085 6585 1500 339 1161 147 96 65 1175 407 768 cat_boundaries=0 1 2 3 cat_threshold=555 1843 1098 is_linear=0 shrinkage=0.05 Tree=983 num_leaves=31 num_cat=1 split_feature=125 36 31 34 133 52 129 95 12 14 136 35 32 33 11 38 35 24 23 113 4 126 113 22 94 11 36 27 79 25 split_gain=3.28188 7.51932 8.73009 8.84043 9.92871 8.72237 8.30335 7.31691 7.16605 12.7056 9.65379 11.8341 14.6587 13.7967 10.1777 10.7812 12.0503 9.71893 9.3173 13.4343 8.7009 8.5834 8.4587 11.6482 7.69464 7.57524 7.36414 7.74252 7.33864 6.92015 threshold=0.87878364324569713 9.1500000953674334 1012.1499938964845 6.4500000476837167 1016.2500000000001 12.085000038146974 336.50000000000006 -0.25857529044151301 1.6749999523162844 1.6150000095367434 0 7.5499999523162851 8.1500000953674334 8.4499998092651385 18.94999980926514 11.949999809265138 6.0499999523162851 258.50000000000006 5.8250000476837167 -0.73724925518035878 7.4500000476837167 0.98624804615974437 -0.23343648016452787 6.4949998855590829 0.42151683568954473 12.449999809265138 10.650000095367433 285.50000000000006 32.905000686645515 264.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 6 -6 -2 -9 -10 11 12 14 17 15 16 18 -13 21 20 29 -11 -19 -24 -18 26 -12 -28 -26 -20 right_child=7 -3 -4 4 5 -7 -8 8 9 10 25 13 -14 -15 -16 -17 24 22 19 -21 -22 -23 23 -25 28 -27 27 -29 -30 -31 leaf_value=0.0047083361241614307 0.00081488089794499888 -2.6115059442419347e-05 -0.00067845920738261322 -0.006942165634120815 -0.0013088591318089692 -0.026698002759367231 0.019852421570889067 -0.00040698588086752232 0.0027622961948411515 -0.00029766499936892388 -0.0090475074803694402 -0.013372005701530654 -0.0080811445376333512 0.00046405445900075932 0.011706755711228575 0.0004465043095954128 -0.0029270156707254151 0.0039231902090815967 0.014948144535467563 -0.0086070653437823937 -0.0066005881196560829 0.016974174298515141 0.052974941235567841 0.005871876587292978 0.008117193560057568 -0.0023943511520403684 -0.0020677116587380006 0.00027183851876214511 -0.010189111036874476 -0.0010822166695152681 leaf_weight=238 36700 1081690 9094 1545 105 20 83 60634 4835 804 237 80 687 89258 166 7973 372 3011 70 1297 846 79 21 35 534 5211 4400 18017 61 1761 leaf_count=238 36700 1081690 9094 1545 105 20 83 60634 4835 804 237 80 687 89258 166 7973 372 3011 70 1297 846 79 21 35 534 5211 4400 18017 61 1761 internal_value=-2.80612e-06 -3.93924e-05 -0.00133501 -0.00433385 -0.00556149 0.00469404 0.00803362 0.000165825 4.69543e-05 0.0002439 0.000153651 0.000369421 -0.000950818 0.000578773 -0.000599996 -0.000748066 -0.00238342 0.00383252 -0.00339824 -0.00443052 -0.00240699 0.00124761 0.00428129 0.0235355 0.00271375 -0.000675209 -0.00028006 -0.000187367 0.00624041 -0.000469368 internal_weight=1.32986e+06 1.09278e+06 11085 1991 1753 208 188 237089 200389 139755 134920 107055 14650 92405 13963 13797 5824 3147 4857 3974 2677 883 3067 56 967 27865 22654 22417 595 1831 internal_count=1329864 1092775 11085 1991 1753 208 188 237089 200389 139755 134920 107055 14650 92405 13963 13797 5824 3147 4857 3974 2677 883 3067 56 967 27865 22654 22417 595 1831 cat_boundaries=0 1 cat_threshold=477 is_linear=0 shrinkage=0.05 Tree=984 num_leaves=31 num_cat=1 split_feature=31 126 111 34 36 23 31 39 20 23 23 68 31 35 8 15 23 16 0 23 21 29 115 29 136 32 39 8 36 115 split_gain=3.0325 9.63142 11.8495 14.4244 15.291 13.3071 12.6951 12.17 11.8574 11.6709 14.7656 13.4589 15.903 10.9226 10.8962 13.9282 14.4447 13.0342 12.7404 11.0755 10.9793 15.9835 19.928 18.7056 11.4221 12.9768 10.6431 10.5996 13.5188 18.683 threshold=1010.4500122070314 -0.81408452987670887 -0.55290725827217091 14.250000000000002 12.750000000000002 6.0650000572204599 1005.4500122070314 12.34999990463257 7.5950000286102304 5.4849998950958261 7.1449999809265146 267.33744812011724 1004.7500000000001 12.949999809265138 7.9500000476837167 3.7549999952316289 8.1649999618530291 13.344999790191652 260.50000000000006 6.9449999332427987 7.0750000476837167 1004.7500000000001 -0.28400452435016627 1009.9500122070314 0 12.34999990463257 11.050000190734865 12.050000190734865 12.550000190734865 0.04361772537231446 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 3 4 7 6 -5 9 -7 -1 11 -11 26 -14 -4 17 18 -16 20 -19 -17 27 24 -24 -23 -26 -13 -22 29 -29 right_child=-2 -3 14 5 -6 8 -8 -9 -10 10 -12 12 13 -15 15 16 -18 19 -20 -21 21 22 23 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0099865095760944388 2.7323551426417192e-05 -4.49705751844949e-05 -0.00066568989803837426 0.028857655888621478 0.0069005498711556717 -0.016516838287851509 -0.0013437049956853265 -0.0072045881224464554 -0.0025660955827421107 0.0028492721865634486 -0.0013845037861200261 0.018839106494043439 0.015904981602129262 0.047253741068585264 -0.0055032357952326033 -0.0078769375552929597 -0.0036387320727213259 0.0088992235018335031 -0.020671194256739876 -0.0026153663799559075 -0.012593253405734165 -0.0043324231722914252 0.039651399815261786 0.0052499812347666618 0.0048893363384573708 0.029956995122889175 -0.014535454884958519 0.0053710462779668873 -0.0090786391425353944 0.043663662061648997 leaf_weight=213 1148651 155631 11202 47 1151 280 134 469 334 1346 1603 36 268 31 4783 149 1336 295 51 715 122 155 106 63 149 79 71 229 128 37 leaf_count=213 1148651 155631 11202 47 1151 280 134 469 334 1346 1603 36 268 31 4783 149 1336 295 51 715 122 155 106 63 149 79 71 229 128 37 internal_value=-2.66581e-06 -0.000192759 -0.00109184 0.000855803 0.00181685 -0.00541577 0.00649864 0.00036742 -0.008928 0.00136273 0.00208326 0.00525611 0.0132354 0.0191552 -0.0016864 -0.00304809 -1.079e-05 -0.00441338 0.00381171 0.000747806 0.0048377 0.00661156 0.0125255 0.0268272 0.00621479 0.0130047 -0.00330663 0.000285043 0.00427274 0.0106975 internal_weight=1.32986e+06 181213 25582 5983 5188 795 181 4037 614 3568 3355 1752 406 299 19599 8397 2604 5793 1268 1010 1217 1068 552 169 383 228 107 516 394 266 internal_count=1329864 181213 25582 5983 5188 795 181 4037 614 3568 3355 1752 406 299 19599 8397 2604 5793 1268 1010 1217 1068 552 169 383 228 107 516 394 266 cat_boundaries=0 1 cat_threshold=24 is_linear=0 shrinkage=0.05 Tree=985 num_leaves=31 num_cat=2 split_feature=4 13 11 24 18 136 11 75 124 108 123 120 124 11 94 33 124 136 30 0 42 39 19 31 122 29 28 27 39 120 split_gain=3.07278 11.7418 12.2005 11.5725 11.3926 14.6256 12.4709 14.2614 10.6882 10.405 9.45848 12.0239 9.41089 8.77297 8.47392 8.09875 16.6505 7.77023 11.1706 11.0311 12.0811 15.9959 14.0803 12.9641 13.2874 10.6686 9.97281 19.6865 16.0262 13.4442 threshold=10.650000095367433 2.1250000000000004 7.0499999523162851 286.50000000000006 14.039999961853029 0 3.8500000238418584 0.84130939841270458 -0.68832838535308827 0.59843280911445629 -0.95878320932388295 -0.79332312941551197 -0.33379416167736048 7.5499999523162851 -0.068504635244607912 11.750000000000002 -0.99687939882278431 1 1024.9500122070315 330.50000000000006 0.65000000596046459 12.34999990463257 14.550000190734865 1023.5499877929689 -0.36648726463317866 1025.549987792969 1008.0499877929689 300.50000000000006 14.84999990463257 0.72534674406051647 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 -3 5 6 8 15 -2 -9 -7 -12 13 -6 -13 16 -8 18 -4 20 -19 23 26 24 -22 -21 27 -23 -29 -28 right_child=1 2 17 -5 12 10 7 9 -10 -11 11 14 -14 -15 -16 -17 -18 19 -20 25 21 22 -24 -25 -26 -27 29 28 -30 -31 leaf_value=-1.0576088079147407e-05 -0.019151974034806094 -0.0046485343231235455 0.00084365525479410748 -0.0004906812668189881 -0.014756534940436831 0.0053314332161364698 0.054952984251403471 0.017215479228724826 0.011739861482887396 0.060274485964328051 -0.0016776547113440726 -9.3282368696292374e-05 -0.00045222982910301862 -0.00050779665470296711 0.0026070195687939142 0.0035765749875836216 0.0095443870862334853 -3.6632780146257312e-05 -0.00363349868446487 0.001130780753560231 -0.0025502369755708611 0.0027020709405821668 -0.0055778681250533329 -0.018369245315571468 -0.0098728896842956489 0.010556201381157967 0.00032177128588664562 0.015384120258741172 0.060435071472938244 -0.026574462269769707 leaf_weight=1218462 84 2565 38861 4815 247 1341 21 47 42 20 3407 4462 2033 192 8328 905 522 25072 1445 6400 4031 503 1020 155 732 315 4053 82 26 47 leaf_count=1218462 84 2565 38861 4815 247 1341 21 47 42 20 3407 4462 2033 192 8328 905 522 25072 1445 6400 4031 503 1020 155 732 315 4053 82 26 47 internal_value=1.24401e-05 0.000263345 1.2161e-05 -0.00193579 0.00130889 0.00172066 0.00622163 0.00751657 -0.0088547 0.0300689 0.00129523 0.000961861 -0.00188582 -0.00852474 0.00166498 0.00647305 0.0113005 0.000185904 0.000682977 -0.000286312 -0.0006359 -0.00204681 -0.000251672 -0.00413871 -0.00367562 0.00157293 0.000901526 0.0068608 0.0262297 1.34486e-05 internal_weight=1.33024e+06 111773 90122 7380 21651 19179 1641 1515 126 67 17538 16197 2472 439 12790 1448 543 82742 40306 42436 35721 10649 5731 4918 4763 6715 4711 611 108 4100 internal_count=1330235 111773 90122 7380 21651 19179 1641 1515 126 67 17538 16197 2472 439 12790 1448 543 82742 40306 42436 35721 10649 5731 4918 4763 6715 4711 611 108 4100 cat_boundaries=0 1 2 cat_threshold=1050 1715 is_linear=0 shrinkage=0.05 Tree=986 num_leaves=31 num_cat=2 split_feature=17 104 16 31 27 136 53 119 76 13 36 3 30 4 4 35 13 10 19 87 35 136 103 74 20 86 31 56 107 60 split_gain=2.99933 7.27563 5.22393 5.32757 4.56324 4.31294 5.69265 4.63431 5.81611 5.38488 5.47018 3.57151 3.46868 3.32014 3.20456 3.16984 4.06126 3.05943 4.17244 2.90782 9.50974 7.62112 5.50012 4.78687 7.10891 9.51002 18.1726 10.4035 7.77972 6.53388 threshold=22.289999961853031 -0.82338029146194447 22.289999961853031 1023.8500061035157 289.50000000000006 0 38.264999389648445 0.52247866988182079 7.055000066757203 2.4550000429153447 12.550000190734865 114.50000000000001 1019.3500061035157 3.9500000476837163 5.6499998569488534 14.150000095367433 1.5950000286102297 9.1500000953674334 12.699999809265138 0.90863192081451427 12.949999809265138 1 0.34062965214252477 0.84918281435966503 6.8350000381469735 0.82815468311309826 1022.5499877929689 284.58280944824224 1.0000000180025095e-35 0.57356831431388866 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=2 -2 19 4 15 11 7 8 9 14 -11 -3 -12 -6 -7 17 -17 18 -4 23 21 -21 -23 29 25 26 27 -25 -26 -1 right_child=1 5 3 -5 13 6 -8 -9 -10 10 12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 22 -24 24 28 -27 -28 -29 -30 -31 leaf_value=3.639042778097008e-05 -0.0071805614317072778 0.017350437710992993 0.03591795759275556 0.027352605154737832 -0.0097571494709700352 0.011096314960336195 -0.011721108551999485 0.0011446551588512417 0.041742131840437652 0.045871446398086851 0.026568997857975774 -0.0059400523439430263 0.0019820477473191343 0.0063444126973281837 -0.0088568306010630409 -0.012318475823849441 0.016769261369925171 -0.00017808294328658478 0.011437312568254445 -0.00050799437490041887 0.00030078145581904252 -0.0016092113243397013 -0.0049473562012506194 0.0026055465018609081 8.7737402106213348e-05 0.00054873929407243548 -0.0038518640089773674 0.0078172983832142436 0.0041475690732706554 -0.00029834370147317969 leaf_weight=995755 118 20 28 28 70 79 27 69 20 20 32 93 26 59 27 28 21 23 46 7461 16540 2898 2149 3175 108425 18811 834 1371 1193 170789 leaf_count=995755 118 20 28 28 70 79 27 69 20 20 32 93 26 59 27 28 21 23 46 7461 16540 2898 2149 3175 108425 18811 834 1371 1193 170789 internal_value=1.18181e-05 0.00376888 1.03178e-05 0.00657476 0.0044592 0.00689729 0.00985161 0.012346 0.0161347 0.0133513 0.0233227 -0.00167005 0.0155473 -0.00239287 0.00601391 0.0105134 0.000147697 0.0157497 0.0207003 8.8216e-06 -0.000485943 -0.00152627 -0.00302459 1.98739e-05 0.000303126 0.00107891 0.00293265 0.00417733 0.000131922 -1.26166e-05 internal_weight=1.33024e+06 531 1.3297e+06 303 275 413 300 273 204 184 78 113 58 129 106 146 49 97 74 1.3294e+06 29048 12508 5047 1.30035e+06 133809 24191 5380 4546 109618 1.16654e+06 internal_count=1330235 531 1329704 303 275 413 300 273 204 184 78 113 58 129 106 146 49 97 74 1329401 29048 12508 5047 1300353 133809 24191 5380 4546 109618 1166544 cat_boundaries=0 1 2 cat_threshold=170 723 is_linear=0 shrinkage=0.05 Tree=987 num_leaves=31 num_cat=0 split_feature=84 87 103 17 64 35 59 72 38 35 33 55 77 34 5 64 77 21 31 107 12 43 120 7 34 12 126 12 77 14 split_gain=2.81628 14.2948 13.1142 10.506 14.5093 12.4029 10.6777 11.76 12.1514 16.1292 11.3941 12.9148 12.4706 11.1966 9.96877 14.9342 10.7804 10.0838 9.36054 8.88441 8.7963 12.3681 8.743 11.7441 17.2673 13.0576 10.0392 9.15872 8.98904 8.57367 threshold=0.83938905596733104 0.81672939658164989 0.69943511486053478 11.269999980926515 5.8550000190734872 15.050000190734865 212.4978942871094 0.67096737027168285 15.550000190734865 12.449999809265138 14.34999990463257 21.615000724792484 20.675000190734867 11.34999990463257 5.8500001430511483 0.60500001907348644 14.585000038146974 6.2550001144409189 1012.9500122070314 0.32502311468124395 2.3649998903274541 10.150000095367433 -0.38266885280609125 6.9500000476837167 13.949999809265138 1.9950000047683718 0.76037701964378368 3.4650000333786015 26.045000076293949 2.6650000810623173 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 29 4 14 6 -5 -8 9 13 -11 -12 -13 20 17 -16 19 -3 -6 -17 -9 -22 23 24 25 -20 28 -27 -25 -2 right_child=1 3 -4 5 18 -7 7 8 -10 10 11 12 -14 -15 15 16 -18 -19 22 -21 21 -23 -24 26 -26 27 -28 -29 -30 -31 leaf_value=-2.9130716784637423e-05 0.0016870961314001305 0.00089286049958552615 -0.00075679016700951637 0.00090572470560874646 1.7253716666093314e-05 0.00068754983397422375 -0.002471705771775089 -0.0019897612260125737 -0.0039130594781643779 0.00098850266719315363 0.00031127820259015717 -0.0026796836341147134 -0.012398319725486676 -0.0024458595883531864 -0.0033085101103945166 0.00052991285528866141 -0.0010394344671556862 -0.00073917802813749109 0.0019097659703977714 0.024733756791408126 0.00040783888656485559 0.033687023720371405 0.00020465735544566134 0.0012942127498584131 2.6770013283838327e-05 0.0063053363135027575 0.0017533823998220261 -0.0066843205359431784 -0.0018583919897987317 -0.00048063846980477069 leaf_weight=1017211 31595 28398 8975 8828 30996 19703 10590 5572 2709 19542 2731 1254 448 12065 4932 16760 26083 14196 3705 38 9647 28 17628 4245 3759 4418 13870 140 4838 5331 leaf_count=1017211 31595 28398 8975 8828 30996 19703 10590 5572 2709 19542 2731 1254 448 12065 4932 16760 26083 14196 3705 38 9647 28 17628 4245 3759 4418 13870 140 4838 5331 internal_value=1.1227e-05 0.000142375 0.000957481 2.31107e-06 0.000231697 -0.000426337 -0.000725285 -0.000948221 -0.000649426 -0.00047704 0.000469349 -0.00181924 -0.00523782 -0.0013078 -0.000207349 -0.000702903 -0.000403217 0.000348924 0.000706497 0.000584666 -0.000407247 0.000504151 0.00111263 0.00157026 0.00283626 0.00411435 0.000907178 0.00590636 -0.000385001 0.00137414 internal_weight=1.33024e+06 313024 45901 267123 174006 93117 73414 64586 53996 51287 23975 4433 1702 27312 90407 47813 42881 42594 83599 16798 15247 9675 52603 34975 12022 8263 22953 4558 9083 36926 internal_count=1330235 313024 45901 267123 174006 93117 73414 64586 53996 51287 23975 4433 1702 27312 90407 47813 42881 42594 83599 16798 15247 9675 52603 34975 12022 8263 22953 4558 9083 36926 is_linear=0 shrinkage=0.05 Tree=988 num_leaves=31 num_cat=2 split_feature=4 12 11 124 136 79 41 22 121 136 30 71 31 72 38 119 28 0 43 34 80 56 120 123 32 12 67 36 115 121 split_gain=2.85139 10.6872 12.5613 16.1467 12.7816 12.1837 10.1543 10.099 10.0677 9.27804 10.8645 9.15641 17.7956 9.14957 7.94898 7.92424 13.2572 11.7662 9.58471 10.5103 9.31388 12.9687 11.3825 14.32 11.4231 9.73498 14.8683 10.1252 19.387 9.71294 threshold=10.650000095367433 1.8350000381469729 6.7500000000000009 -0.11319890245795249 0 14.164999961853029 5.4500000476837167 8.4349999427795428 0.49240480363368994 1 1023.7500000000001 292.70166015625006 1013.5499877929689 0.77232399582862865 14.150000095367433 -0.64942333102226246 1004.9500122070314 93.500000000000014 14.750000000000002 16.550000190734867 206.8807067871094 253.32116699218753 -0.58068084716796864 0.96359375119209301 9.6500000953674334 4.555000066757203 36.424999237060554 11.84999990463257 -0.88697704672813404 0.078456107527017607 decision_type=2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 9 3 5 7 6 -3 -5 -8 -2 -11 -7 -13 -9 -6 -4 20 -18 19 -19 21 22 -17 -24 -25 26 27 28 -23 -28 right_child=1 2 15 4 14 11 8 13 -10 10 -12 12 -14 -15 -16 16 17 18 -20 -21 -22 25 23 24 -26 -27 29 -29 -30 -31 leaf_value=-1.1505921766265481e-05 0.0011625883154478367 -0.0095316782007112202 -0.0014646716021432683 0.0011541901935445728 -0.00088946069489343404 -0.0024280506824915183 0.002460390162506031 0.016925750299025707 -0.013219659518311827 0.0049808125971880215 0.03888144530161905 -0.028519268977371132 0.020563193963354695 0.0020142128045035957 -0.0061991401859096788 0.0068426108923366341 -0.0034042991546688627 0.00034977808290705061 0.0064671169616102829 -0.0039768559237909748 0.00039760476624151124 0.029288742939332646 0.00025250943278203687 0.05524085372686386 0.010264885120947536 0.0014064063570540712 0.040073008745810879 0.0016955169655311732 -0.014697038653927545 0.015735028603916415 leaf_weight=1218462 6131 1289 5998 1605 4355 374 414 219 136 1549 24 22 115 194 841 1118 2180 76155 629 1430 3506 104 2622 20 48 249 69 243 33 101 leaf_count=1218462 6131 1289 5998 1605 4355 374 414 219 136 1549 24 22 115 194 841 1118 2180 76155 629 1430 3506 104 2622 20 48 249 69 243 33 101 internal_value=1.06657e-05 0.000252363 0.000119339 -0.00160743 -0.000434864 -0.00520696 -0.00710473 0.00293391 -0.00141686 0.00204931 0.00546332 0.0016228 0.0126813 0.0099213 -0.0017455 0.00029409 0.000413279 0.000218883 0.000319869 0.000270032 0.0023396 0.00381749 0.00260232 0.000840004 0.0234931 0.0096089 0.0133224 0.00782378 0.0186936 0.0256134 internal_weight=1.33024e+06 111773 104069 9564 7214 2350 1839 2018 550 7704 1573 511 137 413 5196 94505 88507 80394 78214 77585 8113 4607 3808 2690 68 799 550 380 137 170 internal_count=1330235 111773 104069 9564 7214 2350 1839 2018 550 7704 1573 511 137 413 5196 94505 88507 80394 78214 77585 8113 4607 3808 2690 68 799 550 380 137 170 cat_boundaries=0 1 2 cat_threshold=5395 6853 is_linear=0 shrinkage=0.05 Tree=989 num_leaves=31 num_cat=1 split_feature=104 136 37 37 114 33 84 21 13 33 99 78 77 17 104 16 31 0 13 37 18 8 27 0 68 12 20 4 3 12 split_gain=2.8325 5.12716 5.94054 6.50088 16.3419 5.13804 4.56791 4.51406 4.33378 4.32417 4.03604 3.83599 3.75677 2.93485 6.84408 4.8118 4.76286 4.40213 4.56696 6.11395 4.71671 5.3069 4.26897 4.43755 3.94337 3.36976 3.24104 2.99664 2.98373 2.93455 threshold=0.67297983169555675 0 10.550000190734865 12.449999809265138 0.9238443672657014 10.650000095367433 0.78100425004959118 8.3750000000000018 1.4450000524520876 11.750000000000002 -0.9628123641014098 1.3149999976158144 2.3549998998641972 22.289999961853031 -0.82338029146194447 22.289999961853031 1023.8500061035157 333.50000000000006 2.3149999380111699 11.550000190734865 13.344999790191652 6.8500001430511483 289.50000000000006 76.500000000000014 266.33505249023443 1.6349999904632571 8.805000305175783 3.9500000476837163 294.50000000000006 1.2450000047683718 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 6 8 4 5 29 9 -8 -3 11 -7 -2 -5 15 -15 -1 22 18 19 25 21 -20 23 -17 -21 -16 -19 -24 -25 -4 right_child=1 2 3 12 -6 10 7 -9 -10 -11 -12 -13 -14 14 17 16 -18 26 20 24 -22 -23 27 28 -26 -27 -28 -29 -30 -31 leaf_value=1.0361666803918345e-05 0.025430908184498547 -0.0061680909409535245 0.028652077838778496 0.0025501097041515136 0.049180877865070388 0.0043265529456628675 -0.015028132500634445 0.0063428411910567313 -0.030929824554671845 -0.0055285069975633434 -0.010382084590785851 0.0014232663930431385 -0.003105185683330066 -0.0068121615018877126 0.0047492545470595362 0.031501186976120588 0.025979218129733847 0.0057230454624483465 0.041648222024327726 0.0038869109993547573 0.008481538198464136 0.012724940030769048 -0.0092693344955997806 -0.00058545945565018694 0.024391776103187691 -0.021746663668503363 -0.015526373848757324 0.0060277054946617052 0.015106018278415182 0.0080127094716449538 leaf_weight=1326972 20 67 20 442 21 116 167 29 24 362 78 99 875 118 20 21 28 38 29 81 101 35 70 66 33 30 34 59 56 124 leaf_count=1326972 20 67 20 442 21 116 167 29 24 362 78 99 875 118 20 21 28 38 29 81 101 35 70 66 33 30 34 59 56 124 internal_value=1.01328e-05 -0.00169048 -0.000255472 0.000418618 0.00638299 0.00372395 -0.00535306 -0.0118661 -0.0126987 -0.00281039 -0.00158723 0.00545816 -0.0012072 1.32631e-05 0.00377246 1.17931e-05 0.0063434 0.00688713 0.00933787 0.00342899 0.0152109 0.0258308 0.00432207 0.0102715 0.00982253 -0.0111483 -0.0043114 -0.00227301 0.00661719 0.0108793 internal_weight=1.33024e+06 2444 1767 1676 359 338 677 196 91 481 194 119 1317 1.32779e+06 519 1.32727e+06 300 401 329 164 165 64 272 143 114 50 72 129 122 144 internal_count=1330235 2444 1767 1676 359 338 677 196 91 481 194 119 1317 1327791 519 1327272 300 401 329 164 165 64 272 143 114 50 72 129 122 144 cat_boundaries=0 1 cat_threshold=4608 is_linear=0 shrinkage=0.05 Tree=990 num_leaves=31 num_cat=2 split_feature=74 92 55 83 87 33 102 136 131 66 105 123 136 35 79 33 35 95 15 8 86 31 23 67 41 39 35 76 36 23 split_gain=3.51991 7.00751 6.53617 9.53716 7.89334 7.66229 7.54639 8.82885 7.0617 8.90795 10.075 7.90263 6.5314 8.7901 10.099 8.99512 8.3535 10.7324 9.70657 12.7066 10.5988 15.0799 15.5926 8.84914 9.34552 8.61262 8.21091 10.6536 10.9445 7.64506 threshold=0.84918281435966503 -0.85579365491867054 0.22500000149011615 188.54351806640628 0.82540473341941845 11.84999990463257 -0.28215120732784266 0 128.50000000000003 27.904999732971195 -0.5124300718307494 0.68832838535308849 1 8.1500000953674334 28.595000267028812 6.0499999523162851 12.050000190734865 -0.071311321109533296 2.5049999952316289 8.2500000000000018 0.7917323410511018 1013.6499938964845 8.2650003433227557 54.585000991821296 10.84999990463257 14.250000000000002 10.750000000000002 4.7650001049041757 10.550000190734865 5.7449998855590829 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 -4 -6 7 -5 9 -7 -11 -12 13 14 -8 -15 17 18 19 26 21 -21 -23 24 -19 -25 27 28 -14 -18 right_child=1 2 3 6 5 8 12 -9 -10 10 11 -13 16 15 -16 -17 29 23 -20 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-3.1757617783344657e-05 -0.0011296462965147082 -0.0014276816637031878 0.0008836559367072941 -0.0091733042686055494 0.00097495238762348904 0.0017888317832590213 -0.00021502491874515227 -0.00089699388530809431 -0.0094736186605764612 0.033953036233926051 0.010463591736148581 0.041449933067302817 0.042089401999668735 0.025969320965783773 -0.0093534771419855507 0.001613805044965053 0.0041697497120580344 -0.0010350121680755559 -0.00089499357368129763 0.059821567548946901 0.0063288645953073035 -0.00083830459043383605 0.044348988016801226 0.00074728858867211727 0.024109465028635209 0.012906604121757934 -0.00074356491492927226 0.0019945787908298112 0.010202949006149237 0.00050436563854710853 leaf_weight=1187743 8881 5142 1053 417 320 154 1974 1345 41 65 318 22 31 38 357 15984 1455 29560 2178 22 875 60 28 6443 37 149 1559 653 204 63881 leaf_count=1187743 8881 5142 1053 417 320 154 1974 1345 41 65 318 22 31 38 357 15984 1455 29560 2178 22 875 60 28 6443 37 149 1559 653 204 63881 internal_value=-3.51998e-06 0.000230616 0.000320524 0.000390088 0.00383974 0.00722317 0.000336602 -0.00291284 0.0105555 0.0120246 0.0159167 0.0124686 0.000382228 0.00125351 -0.00161461 0.00167157 0.000232832 -0.000319137 0.00171576 0.00337259 0.00816782 0.0227959 0.0135395 -0.000634586 -0.00100358 0.00102213 0.00144234 0.00527999 0.0144092 0.000585992 internal_weight=1.33099e+06 143246 134365 129223 1973 920 127250 1762 600 559 405 340 125488 18353 2331 16022 107135 41799 5610 3432 985 110 88 36189 29597 6592 2447 888 235 65336 internal_count=1330989 143246 134365 129223 1973 920 127250 1762 600 559 405 340 125488 18353 2331 16022 107135 41799 5610 3432 985 110 88 36189 29597 6592 2447 888 235 65336 cat_boundaries=0 1 2 cat_threshold=17 144 is_linear=0 shrinkage=0.05 Tree=991 num_leaves=31 num_cat=1 split_feature=1 136 9 126 29 38 23 32 78 8 23 64 109 84 42 79 29 71 99 52 112 81 72 13 129 60 84 8 108 96 split_gain=3.21044 10.6286 13.5231 12.3888 9.39309 10.9421 9.51197 12.1017 13.6194 7.57576 10.8905 11.3618 11.6329 10.415 10.6865 10.6272 13.3018 15.8587 9.73054 10.1526 14.4135 8.97952 8.97296 8.92066 8.17307 9.67354 9.67269 15.3791 7.95204 10.3804 threshold=59.500000000000007 0 11.250000000000002 0.90992662310600292 1019.1499938964845 13.650000095367433 10.454999923706056 11.650000095367433 3.9650000333786015 4.1499998569488534 7.3250000476837167 63.780000686645515 0.65794929862022411 0.80863562226295482 13.650000095367433 8.2750000953674334 1015.1499938964845 286.74638366699224 -0.92804309725761402 72.729999542236342 -0.97988739609718312 248.08304595947268 0.81764328479766857 3.3649998903274541 240.50000000000003 0.65715083479881298 0.70900866389274608 8.1500000953674334 -0.84033736586570729 -0.82978814840316761 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 -3 4 5 6 -4 -8 -9 28 18 12 13 14 -12 16 -15 -18 19 21 -21 24 -22 -23 25 26 27 -11 29 -1 right_child=-2 2 3 -5 -6 -7 7 8 -10 10 11 -13 -14 15 -16 -17 17 -19 -20 20 22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0090572363670989361 -3.5363446435243808e-05 2.2512550234930633e-06 3.3576316179539688e-05 -0.011138532451341714 -0.0080079442079845024 -0.0042626599732694523 -0.015270394529215992 0.058617461112920537 0.011946348109524009 -0.0062944303234216091 0.0027957706541788243 -0.0031703182095118945 0.0012294106288501456 0.0072717564409926954 0.038532205351761412 0.0035760169784155244 0.0099497886064777823 0.036356646435867467 0.0008948075804158886 -0.013356917586740262 0.051967857860028749 -0.00056019238184836959 0.012747682676251447 -0.013424848229291717 0.015075311442025197 -0.01664697382301885 -0.007374355138681195 0.040821521310938587 3.8832260853955173e-05 -0.0032342011302253122 leaf_weight=535 1137618 105493 3362 380 556 1868 24 22 54 43 5464 986 9602 453 21 737 124 105 18800 30 25 3596 35 140 39 235 364 29 39996 253 leaf_count=535 1137618 105493 3362 380 556 1868 24 22 54 43 5464 986 9602 453 21 737 124 105 18800 30 25 3596 35 140 39 235 364 29 39996 253 internal_value=-3.34776e-06 0.000185003 -0.000131782 -0.00238855 -0.00182365 -0.00117853 0.000485581 0.015682 0.0254564 0.000618747 0.0011003 0.0020435 0.00235496 0.00392035 0.00293259 0.00773844 0.0122366 0.0220577 0.000393294 -0.00168529 0.0149406 -0.00202185 0.0290894 -0.00104227 -0.00717634 -0.00846966 -0.00406216 0.0126828 0.000136831 0.00511087 internal_weight=1.33099e+06 193371 111759 6266 5886 5330 3462 100 76 81612 40828 17492 16506 6904 5485 1419 682 229 23336 4536 90 4446 60 3736 710 671 436 72 40784 788 internal_count=1330989 193371 111759 6266 5886 5330 3462 100 76 81612 40828 17492 16506 6904 5485 1419 682 229 23336 4536 90 4446 60 3736 710 671 436 72 40784 788 cat_boundaries=0 1 cat_threshold=2456 is_linear=0 shrinkage=0.05 Tree=992 num_leaves=31 num_cat=3 split_feature=28 36 136 66 28 81 136 12 64 15 32 32 8 29 119 67 40 12 34 13 39 28 136 5 113 42 29 15 34 12 split_gain=3.19985 9.07382 16.4322 20.0405 13.2514 12.8453 14.7967 12.3155 18.1385 16.3592 16.7834 15.327 12.0758 19.747 22.8071 29.2642 23.6227 23.5693 12.358 13.4693 14.6409 18.2952 16.6812 14.8021 14.2327 14.1736 16.7 14.1645 11.9556 11.8578 threshold=1009.7500000000001 11.750000000000002 0 93.920001983642592 1.0000000180025095e-35 319.22174072265631 1 2.6350001096725468 58.104999542236335 1.9750000238418581 11.449999809265138 9.7500000000000018 17.250000000000004 1000.4500122070314 -0.88697704672813404 67.924999237060561 13.050000190734865 3.1750000715255742 10.550000190734865 1.0950000286102297 12.750000000000002 1004.1499938964845 2 13.150000095367433 -0.97233289480209339 8.4499998092651385 1006.3500061035157 2.8649998903274541 14.949999809265138 4.2349998950958261 decision_type=2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 -1 7 6 12 -3 9 10 -9 -10 13 14 17 16 -16 -6 19 -15 21 -21 25 24 27 26 -23 -22 -11 -26 right_child=-2 4 -4 -5 5 -7 -8 8 11 28 -12 -13 -14 18 15 -17 -18 -19 -20 20 23 22 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.0031812763598953603 -3.1516725808152018e-05 -0.0003625681088820367 4.8744145304309091e-05 0.021404962219475285 0.028920792665788515 -0.0038720770489999688 0.00034339333249585528 0.019088051800235917 0.019012231611145233 0.0014370714444856057 0.0035629300379000865 -0.0059126130864207427 -0.0019005723388846709 0.045046863917793549 0.015783561913454001 -0.0058701485502674726 0.065308392792940137 -0.0093691738578773713 0.0015493230277137363 -0.0054146127490400289 0.02706327163563161 0.0038930411738831369 0.0064260188201920856 0.037581621788774139 -0.00037687559879285502 -0.0055405456829359951 0.029598098650812085 -0.001777223089884501 -0.006802014527703887 -0.019329615486692802 leaf_weight=6232 1174130 60500 21543 84 48 1307 26310 256 65 15710 544 1207 1751 21 653 165 25 247 16998 209 91 84 861 27 994 49 255 80 453 90 leaf_count=6232 1174130 60500 21543 84 48 1307 26310 256 65 15710 544 1207 1751 21 653 165 25 247 16998 209 91 84 861 27 994 49 255 80 453 90 internal_value=-3.18037e-06 0.000208925 -0.000609394 -0.00284978 0.00038565 0.0010199 0.00115049 -1.92576e-05 0.00111978 0.0015516 0.00853097 -0.00463894 0.00208702 0.00242215 0.00882673 0.013014 0.0176097 -0.00313894 0.00205328 0.0051559 0.00485017 0.0082774 0.0105685 0.000952421 0.000164383 0.0191031 0.0232287 0.0135706 0.00120615 -0.00195044 internal_weight=1.33099e+06 156859 27859 6316 129000 50265 48958 78735 18235 16963 800 1272 22648 20897 1138 843 678 295 19759 2761 2740 1458 1249 1282 1255 388 339 171 16163 1084 internal_count=1330989 156859 27859 6316 129000 50265 48958 78735 18235 16963 800 1272 22648 20897 1138 843 678 295 19759 2761 2740 1458 1249 1282 1255 388 339 171 16163 1084 cat_boundaries=0 1 2 3 cat_threshold=2061 1884 24 is_linear=0 shrinkage=0.05 Tree=993 num_leaves=31 num_cat=2 split_feature=74 65 83 43 38 33 54 36 78 81 52 60 136 123 22 29 29 25 54 127 54 8 136 15 75 103 55 65 0 39 split_gain=3.13449 6.50413 11.6451 13.5874 13.1997 16.9021 17.204 11.0991 10.6964 12.9708 11.4577 13.9522 10.2674 11.528 13.4607 9.91442 14.6444 10.3168 9.70722 9.42543 8.89029 8.76373 9.35324 8.90223 8.28666 9.18429 10.2823 8.27642 8.25154 8.15306 threshold=0.84918281435966503 13.404999732971193 304.29750061035162 8.7500000000000018 10.550000190734865 11.650000095367433 12.72499990463257 13.650000095367433 16.605000495910648 298.02455139160162 15.125000000000002 0.70929503440856945 0 -0.79332312941551197 6.8949999809265146 1007.0499877929689 1003.0499877929689 249.50000000000003 58.045000076293952 -0.30069434642791742 62.864999771118171 7.8500001430511483 1 3.5749999284744267 0.66500461101531994 -0.6810643970966338 0.78499999642372142 32.045000076293952 313.50000000000006 15.550000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 -1 3 8 5 -5 -7 18 10 12 27 -12 -10 14 -14 16 -9 -18 -6 20 -11 -13 -23 -24 -15 26 -26 -3 -20 -25 right_child=-2 2 -4 4 7 6 -8 15 9 19 11 21 13 24 -16 -17 17 -19 28 -21 -22 22 23 29 25 -27 -28 -29 -30 -31 leaf_value=1.068677709890692e-05 0.00021792736178973308 -0.0015720789494254326 0.0002493034972642256 -0.0013693265660355489 -0.0078421151529285589 0.071809930843301117 0.0077358292223255951 -0.010387376217510213 -0.0013991666926198396 0.002993102501715637 0.0012378619969416564 -0.00040102030545036523 0.01560417264454679 0.0036133988332024409 0.0033829762560566392 -0.0022512687201051208 0.049318651180585912 0.011546762015980979 -0.001411534627455171 -0.0018425164299652836 0.025099798142419832 0.00020054268746387408 -0.0058412482830259883 0.0017064345122153489 0.025462020933628083 0.00085333311107509439 -0.0047072839521177731 -0.0048685614215061316 0.023846571688063263 -0.017183445560775938 leaf_weight=1061488 143246 20037 47508 75 1810 20 22 44 4070 225 9086 10320 267 2433 1443 1510 29 48 153 7840 57 1613 2619 726 29 10983 1081 2104 41 62 leaf_count=1061488 143246 20037 47508 75 1810 20 22 44 4070 225 9086 10320 267 2433 1443 1510 29 48 153 7840 57 1613 2619 726 29 10983 1081 2104 41 62 internal_value=-3.01879e-06 -2.96657e-05 -0.000368929 -0.000741908 -0.00367824 0.012852 0.0382473 -0.0042103 -0.000595003 0.000169253 -0.00106156 -0.000314852 0.000844712 0.0014072 0.0052912 -0.00114775 0.0126235 0.0257725 -0.00670284 -0.00151948 0.00746148 -0.00123454 -0.00294806 -0.00442632 0.000950942 0.00041528 -0.00391908 -0.00188533 0.00392652 0.000220175 internal_weight=1.33099e+06 1.18774e+06 126255 78747 3752 117 42 3635 74995 28428 46567 24426 20306 16236 1710 1631 121 77 2004 8122 282 15340 5020 3407 14526 12093 1110 22141 194 788 internal_count=1330989 1187743 126255 78747 3752 117 42 3635 74995 28428 46567 24426 20306 16236 1710 1631 121 77 2004 8122 282 15340 5020 3407 14526 12093 1110 22141 194 788 cat_boundaries=0 1 2 cat_threshold=3618 5125 is_linear=0 shrinkage=0.05 Tree=994 num_leaves=31 num_cat=1 split_feature=1 136 9 126 29 38 23 32 78 104 14 14 64 23 117 35 10 8 23 35 103 64 43 34 129 20 81 66 17 134 split_gain=2.9264 9.5715 12.206 11.2043 8.45918 9.86047 8.5672 10.8945 12.2688 7.33512 10.8993 9.21107 8.08269 7.9851 7.842 7.55784 7.27523 6.81799 9.81754 10.4976 9.93434 8.76743 8.99389 9.76429 8.532 8.42914 8.41331 8.82604 13.4512 12.8856 threshold=59.500000000000007 0 11.250000000000002 0.90992662310600292 1019.1499938964845 13.650000095367433 10.454999923706056 11.650000095367433 3.9650000333786015 -0.89451211690902699 4.6449999809265146 4.0850000381469735 55.98500061035157 7.6050000190734872 0.608738273382187 9.5500001907348651 15.550000190734865 4.1499998569488534 7.3250000476837167 6.5499999523162851 0.35072112083435064 63.780000686645515 1.0000000180025095e-35 14.550000190734865 39.500000000000007 4.8650000095367441 242.63178253173831 28.785000801086429 15.405000209808351 1014.1499938964845 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 -3 4 5 6 9 -8 -9 10 12 15 -4 14 -13 -11 -5 -1 20 24 26 22 23 25 -20 -21 27 29 -29 -19 right_child=-2 2 3 16 -6 -7 7 8 -10 11 -12 13 -14 -15 -16 -17 -18 18 19 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.00013138726292823423 -3.3434892903632379e-05 3.6771146789733065e-06 0.011925185341571802 -0.0082159330645192648 -0.0075993056289923692 -0.0040460115738582747 -0.014484564750455321 0.055631410228935155 0.011334809302179902 0.014049646585000138 0.042922284860502591 -0.0087447670260444293 -0.014702021010146527 -0.014423361660435724 0.016668053699986026 -8.0299572403017873e-05 -0.030759133133105934 -0.0033632694247441256 -0.0025148337808710702 0.03544557332282975 0.00094938392682500513 -0.0024527826132080214 0.0007145659690058568 -0.0011477091133943599 -0.027099485765840561 0.0037337366860662187 -0.00051118072732836721 -0.00049805731830336369 0.040906483785841954 -0.016213670161809645 leaf_weight=40784 1137618 105493 114 340 556 1868 24 22 54 98 22 75 38 207 51 2757 40 596 764 21 17801 951 4905 1110 37 9704 4446 181 22 290 leaf_count=40784 1137618 105493 114 340 556 1868 24 22 54 98 22 75 38 207 51 2757 40 596 764 21 17801 951 4905 1110 37 9704 4446 181 22 290 internal_value=-2.8683e-06 0.000176958 -0.000123662 -0.00226771 -0.00173049 -0.00111829 0.000461433 0.0148834 0.0241575 3.24632e-05 0.0100292 -0.000513157 0.00526838 -0.00838265 0.00154137 0.000404721 -0.0105889 0.000588567 0.0010454 0.00194094 0.000374126 0.00220927 0.00249095 0.00329512 -0.00365045 0.00380221 -0.00147595 -0.00541476 0.00398913 -0.00756938 internal_weight=1.33099e+06 193371 111759 6266 5886 5330 3462 100 76 3362 174 3188 152 333 126 2855 380 81612 40828 17492 23336 16691 15740 10835 801 9725 5535 1089 203 886 internal_count=1330989 193371 111759 6266 5886 5330 3462 100 76 3362 174 3188 152 333 126 2855 380 81612 40828 17492 23336 16691 15740 10835 801 9725 5535 1089 203 886 cat_boundaries=0 1 cat_threshold=2456 is_linear=0 shrinkage=0.05 Tree=995 num_leaves=31 num_cat=4 split_feature=6 8 5 9 7 121 136 9 136 136 8 22 136 0 8 126 119 78 97 29 121 12 23 12 8 37 125 110 28 13 split_gain=3.97265 10.7397 13.7819 12.7145 14.5465 10.4606 10.8163 9.5309 10.325 9.39551 8.79677 8.75738 8.73464 8.30261 8.69956 8.14094 8.12473 9.98726 8.66561 7.74447 22.6877 7.6165 8.46625 7.60671 7.59285 7.46506 7.23173 7.08942 7.04258 10.2683 threshold=4.8500001430511483 6.3500001430511483 6.1499998569488534 5.1499998569488534 10.150000095367433 0.94828754663467418 0 3.4500000476837163 1 2 8.7500000000000018 7.2950000762939462 3 230.50000000000003 11.84999990463257 -0.85260769724845875 0.63605400919914257 25.98499965667725 -0.96119603514671315 1024.049987792969 -0.86159634590148915 0.6850000023841859 5.5450000762939462 1.1449999809265139 7.6499998569488534 13.84999990463257 -0.16504132002592084 -0.83795985579490651 1012.7500000000001 2.6750000715255742 decision_type=2 2 2 2 2 2 1 2 1 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 13 6 11 8 15 21 -7 19 -4 14 -3 28 17 18 -8 -5 -21 -1 -23 -12 -17 -20 -27 -13 -2 -30 right_child=7 3 12 5 -6 10 16 -9 -10 -11 23 27 -14 -15 -16 24 -18 -19 25 20 -22 22 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0008695112246942555 -0.0016423855148920208 0.00025712868779208833 0.00028871384941538163 0.0022178702574928628 0.010936023742156959 -0.0009304560498279088 -0.0011471612704921459 -0.00012352116627941916 5.1522167436909907e-06 -0.00014994106773416106 0.0039383336845384481 -0.010362604578906958 0.0046104386633961311 0.0020166424197980391 -0.014803762122095785 0.0016165869769051351 -0.0011520447547432725 0.0076637632001189853 0.0012670315743218592 0.061731800555717198 0.0067023908353994717 0.0014174916550872701 0.00026984268062674931 -0.0082689427335564912 0.010031204987640471 0.0016034042572148242 -0.00055730288779941414 0.0006054737943682548 0.0063605480972480201 0.022105698994019155 leaf_weight=12039 157 8317 2131 8834 403 3087 9316 639532 8991 421424 151 149 2603 16342 97 5834 11920 456 19088 20 295 19035 103163 824 281 4976 17462 13141 406 139 leaf_count=12039 157 8317 2131 8834 403 3087 9316 639532 8991 421424 151 149 2603 16342 97 5834 11920 456 19088 20 295 19035 103163 824 281 4976 17462 13141 406 139 internal_value=-5.84443e-06 7.9265e-05 -1.10161e-05 0.000519672 0.00151301 0.000241121 0.000358691 -9.35426e-05 0.00111928 -3.3903e-05 -0.00223812 0.00130148 0.00267537 0.00135961 8.35006e-05 0.00258491 2.38401e-05 0.000297082 0.000231011 0.00249257 0.0101963 0.000330374 0.000448614 -0.00637838 0.00200326 0.000540192 -7.81301e-05 0.000482506 0.00768835 0.0103763 internal_weight=1.33061e+06 675273 560395 114878 25159 89719 85657 655340 15808 555661 4062 22439 4734 24756 8414 6817 63218 51298 50842 9149 315 134237 122198 975 6115 41526 22438 13290 702 545 internal_count=1330613 675273 560395 114878 25159 89719 85657 655340 15808 555661 4062 22439 4734 24756 8414 6817 63218 51298 50842 9149 315 134237 122198 975 6115 41526 22438 13290 702 545 cat_boundaries=0 1 2 3 4 cat_threshold=326 926 2568 3168 is_linear=0 shrinkage=0.05 Tree=996 num_leaves=31 num_cat=5 split_feature=6 8 120 9 7 9 136 84 20 52 136 104 136 2 103 136 20 54 116 35 30 131 9 136 115 126 6 69 8 8 split_gain=3.58547 9.69238 15.1272 12.8422 13.5911 12.6418 10.2969 9.26467 20.476 20.0613 11.9073 9.70634 19.1746 14.0081 13.7272 9.41954 9.3005 11.0989 9.18796 13.0038 11.1514 9.748 8.65073 13.1653 13.6973 9.26 9.86353 12.1017 8.63304 8.49875 threshold=4.8500001430511483 6.3500001430511483 0.88697704672813427 5.1499998569488534 10.150000095367433 6.4500000476837167 0 0.79493963718414318 6.2950000762939462 1.7450000047683718 1 -0.96701601147651661 2 160.50000000000003 0.083761900663375868 3 6.9749999046325692 33.094999313354499 0.47714059054851538 12.34999990463257 1015.5499877929689 322.50000000000006 4.4500000476837167 4 -0.8703225553035735 -0.70088258385658253 7.5499999523162851 294.87229919433599 10.650000095367433 7.2500000000000009 decision_type=2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 5 3 4 -3 7 -5 10 15 -10 -1 12 13 14 -11 18 17 -13 -9 -20 21 -21 23 -2 25 26 -25 -28 -4 -27 right_child=22 2 28 6 -6 -7 -8 8 9 11 -12 16 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 29 27 -29 -30 -31 leaf_value=-0.00060217197166804461 -0.00035624167505308866 0.001537210528661078 -0.001272916951178331 0.001289413570140459 0.011134477120653416 0.0011691797702316899 3.158014750076649e-05 -0.00053200627922550797 -0.001602789801781193 0.00045543629861543927 -1.9109371863385296e-06 0.00092014835488090979 0.00077606001583547211 0.0010871087269739049 0.014868703539449144 0.00095736438749057385 -0.0002994354716458802 0.014629898238895876 0.0030567701778708304 0.0031088779987576277 0.017578481269338805 0.033643575371908291 -0.00013121459994758377 0.0049908352070191803 0.0004694778623637209 0.0018898247751013377 0.012392977050091659 0.04974348739876102 -0.009091474451680074 0.0090295065863433815 leaf_weight=120179 15905 22652 7302 22033 375 21827 62145 1194 17973 226 264301 15996 16523 621 614 34487 62527 149 3042 393 315 28 621561 1120 10556 5498 225 24 371 451 leaf_count=120179 15905 22652 7302 22033 375 21827 62145 1194 17973 226 264301 15996 16523 621 614 34487 62527 149 3042 393 315 28 621561 1120 10556 5498 225 24 371 451 internal_value=-5.55042e-06 7.53053e-05 0.000493689 0.000647187 0.0016935 -1.04611e-05 0.000360966 -5.82693e-05 0.000269311 -6.88586e-05 -0.000189553 0.000216373 0.00126435 0.00673515 0.0109908 0.0012517 -2.31881e-05 0.00104667 0.00328473 0.00449966 0.0104634 0.00513969 -8.88655e-05 0.000690393 0.00162102 0.00328431 0.00699196 0.015993 -0.00165095 0.00243109 internal_weight=1.33061e+06 675273 114878 107205 23027 560395 84178 538568 154088 114629 384480 96656 17984 1461 840 39459 78672 16145 4972 3778 736 421 655340 33779 17874 7318 1369 249 7673 5949 internal_count=1330613 675273 114878 107205 23027 560395 84178 538568 154088 114629 384480 96656 17984 1461 840 39459 78672 16145 4972 3778 736 421 655340 33779 17874 7318 1369 249 7673 5949 cat_boundaries=0 1 2 3 4 5 cat_threshold=326 1426 384 128 7264 is_linear=0 shrinkage=0.05 Tree=997 num_leaves=31 num_cat=3 split_feature=12 20 32 38 61 11 33 120 136 22 136 41 23 120 32 83 31 81 39 31 26 1 2 28 20 136 42 125 18 31 split_gain=3.55682 5.77783 4.33711 4.46085 5.00834 4.20396 4.0559 4.69322 5.34616 6.08822 4.85468 4.31695 7.85112 6.00668 5.33752 4.24748 4.11223 4.02375 3.82518 5.53513 3.55659 3.34644 3.25451 13.3132 8.71017 10.5849 12.5649 10.4514 12.9619 9.60689 threshold=6.0650000572204599 10.894999980926515 11.949999809265138 12.150000095367433 0.87833973765373241 21.650000572204593 14.650000095367433 -0.16504132002592084 0 8.1350002288818377 1 8.0500001907348651 9.6949996948242205 0.64942333102226268 11.449999809265138 238.05207824707034 1003.9500122070314 262.32440185546881 15.750000000000002 1009.2500000000001 276.50000000000006 196.50000000000003 144.50000000000003 1022.4500122070314 9.9549999237060565 2 9.4499998092651385 0.35019405186176306 13.344999790191652 1024.4500122070315 decision_type=2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=22 2 3 17 -5 18 7 8 16 -10 21 13 -13 14 -12 -11 20 -2 19 -4 -3 -9 23 -1 29 26 -26 28 -28 -25 right_child=1 6 5 4 -6 -7 -8 10 9 15 11 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=0.00026009993102425245 -0.0085241543369938694 0.011771881563722024 -0.0061818634638147636 0.0066676167885757866 -0.016014747474608678 0.0045649645265703111 -0.013631692760585188 -0.016822118772931088 -0.022870682612061502 0.0075710347206989787 -0.01289407851174474 0.014423597689407567 -0.019667052559293154 0.018204965824095001 0.0043379551511226666 -0.0045202672510155631 0.01771499081351386 0.0021881420462296938 0.0059463713558450823 -0.019457094049418734 -0.015834769513458014 0.0028776977339695243 -4.6288657105870348e-05 -0.0017928860177586813 0.0019604584158468283 -0.00012054921381340223 0.049931028827171153 0.0026637470928130686 0.014663222402973911 -0.00012918772319360801 leaf_weight=280192 283 28 166 186 28 51 48 84 25 184 60 24 57 56 179 120 114 127 31 149 20 29 1006948 18558 1099 5081 30 161 198 16297 leaf_count=280192 283 28 166 186 28 51 48 84 25 184 60 24 57 56 179 120 114 127 31 149 20 29 1006948 18558 1099 5081 30 161 198 16297 internal_value=-5.27211e-06 -0.00208686 -0.00475105 -0.00215173 0.00369983 -0.00883664 0.000559186 0.00125425 0.00470733 0.000822629 -0.00221295 0.000641118 -0.00956612 0.00346552 1.19216e-05 0.00279815 0.0118164 -0.00520596 -0.010812 -0.0124613 0.00026911 -0.0108098 -2.06175e-06 0.000136408 -0.000700242 0.000969849 0.00466265 0.0124167 0.0193037 -0.001015 internal_weight=1.33061e+06 2049 1021 624 214 397 1028 980 491 329 489 376 81 295 239 304 162 410 346 315 48 113 1.32856e+06 321616 41424 6569 1488 389 228 34855 internal_count=1330613 2049 1021 624 214 397 1028 980 491 329 489 376 81 295 239 304 162 410 346 315 48 113 1328564 321616 41424 6569 1488 389 228 34855 cat_boundaries=0 1 2 3 cat_threshold=24 82 520 is_linear=0 shrinkage=0.05 Tree=998 num_leaves=31 num_cat=1 split_feature=12 20 43 114 24 35 32 93 125 39 23 22 21 23 120 20 1 0 11 32 38 61 21 121 4 12 5 121 121 136 split_gain=3.21003 5.21449 3.9618 3.72232 6.51627 5.31941 5.18275 4.1725 4.09135 4.2327 4.18495 4.0888 3.94869 3.65376 3.58862 3.40864 3.3942 3.24384 5.11491 3.24341 3.56619 4.89432 3.29915 3.67562 3.1876 7.81961 9.42215 12.1834 7.40103 17.7205 threshold=6.0650000572204599 10.894999980926515 7.1499998569488534 -0.92384436726570118 246.50000000000003 11.449999809265138 14.250000000000002 0.26761026680469518 -0.62249094247817982 11.250000000000002 10.664999961853029 8.0150003433227557 9.9749999046325701 10.925000190734865 0.56638467311859142 11.765000343322756 167.50000000000003 304.50000000000006 8.1500000953674334 11.949999809265138 12.150000095367433 0.87833973765373241 8.8949999809265154 -0.52247866988182057 12.34999990463257 2.2350000143051152 9.5500001907348651 -0.41467745602130884 -0.47714059054851526 0 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=24 2 14 5 -5 17 7 -7 9 -9 -10 -6 -13 -8 19 -12 -14 18 -3 20 -2 22 23 -22 -1 -26 27 -27 29 -28 right_child=1 3 -4 4 11 6 13 8 10 -11 15 12 16 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 26 28 -29 -30 -31 leaf_value=-1.6413440605684093e-05 -0.0033314343237265554 -0.017418327803876418 -0.011607615631497042 0.019546606881475009 -0.024294941752616848 -8.4731867403602449e-05 0.0044237301535239183 0.026863626707345246 0.0083245325491161041 0.002316299924536401 0.040549388527870184 0.017158299097791315 -0.01543847558718613 -0.020690164975821976 -0.020750935402299678 0.01723073317857814 -0.0022855353262540038 0.011398515130082767 -0.0002725395460607439 -0.0066485821479381844 -0.017452512969347564 -0.014971770353328723 0.013361061765782972 0.0086286680633202197 0.0024885234703171007 0.0023590674743512504 -0.0030612550039606349 -0.0088538528121404492 0.0010517173065291304 0.00045037502762537761 leaf_weight=1283843 329 67 165 27 28 131 28 20 68 144 25 20 68 30 28 42 176 30 124 305 22 26 111 35 4120 394 4589 629 18580 16409 leaf_count=1283843 329 67 165 27 28 131 28 20 68 144 25 20 68 30 28 42 176 30 124 305 22 26 111 35 4120 394 4589 629 18580 16409 internal_value=-5.00855e-06 -0.00198252 -0.0045135 0.000531227 -0.00395425 0.00254937 0.00546388 0.00735631 0.0106164 0.00530988 0.0170629 -0.00612727 -0.0042004 -0.00856622 -0.00314606 0.0259317 -0.00595111 -0.00388628 -0.00628703 -0.00255072 -0.00016096 0.00521577 0.00834004 -0.00143775 -1.9587e-06 0.000413006 0.000202392 -0.00453529 0.00032485 -0.000318316 internal_weight=1.33061e+06 2049 1021 1028 319 709 488 430 299 164 135 292 264 58 856 67 244 221 191 828 523 194 168 57 1.32856e+06 44721 40601 1023 39578 20998 internal_count=1330613 2049 1021 1028 319 709 488 430 299 164 135 292 264 58 856 67 244 221 191 828 523 194 168 57 1328564 44721 40601 1023 39578 20998 cat_boundaries=0 1 cat_threshold=2248 is_linear=0 shrinkage=0.05 Tree=999 num_leaves=31 num_cat=1 split_feature=96 76 35 136 74 108 30 3 92 120 76 79 55 22 111 88 67 93 61 33 65 36 22 57 105 29 11 52 36 99 split_gain=2.94606 7.56134 8.3032 6.23616 9.32384 8.59326 9.80788 20.4586 29.5455 13.5097 12.9206 11.334 13.0685 11.3309 10.1783 10.5286 15.2523 15.0552 10.0873 9.33587 8.88914 10.1713 8.70924 9.23037 8.12323 6.82493 6.64216 6.39713 6.3508 7.24185 threshold=-0.9956085979938506 27.255000114440922 9.1500000953674334 0 0.75305160880088817 0.0079149804078042525 1011.5499877929689 171.50000000000003 -0.19080815464258191 1.0000000180025095e-35 6.4649999141693124 3.9550000429153447 86.52500152587892 7.4349999427795419 -0.26302418112754816 -0.99661836028099049 22.125000000000004 0.027302311733365062 0.82466095685958873 13.449999809265138 41.135000228881843 13.250000000000002 7.4149999618530282 236.49412536621097 -0.49218399822711939 1015.3500061035157 5.4500000476837167 79.409999847412124 15.650000095367433 -0.96479016542434681 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 -1 -5 6 7 9 -9 13 11 -8 14 24 -13 16 -16 -18 -19 -12 -15 -22 23 -21 -6 -24 28 -28 -27 -30 right_child=-2 2 -4 4 5 -7 10 8 -10 -11 19 12 -14 20 15 -17 17 18 -20 22 21 -23 25 -25 -26 26 27 -29 29 -31 leaf_value=-0.00069642896381085634 1.2208742779789509e-05 -0.010674101807914366 -0.0019062158073440212 -0.0003341409641112712 0.028265987526734968 -3.0678226403053166e-05 0.0011538202238310031 0.068100057728588584 0.013582053987364121 -0.013229699188051312 -0.0022626645262274463 0.003187508329176534 -0.015714573339024124 -0.00099816299483119477 0.012471220562583768 0.01088793391751515 0.01051767480870088 0.085826865604824651 0.037379357050217332 0.043519740515267073 0.034456750534747435 0.0050905622364509672 -0.0048615193917657014 0.0093244862255494592 0.0030248216125091502 -0.0040205464118998014 0.013383441878974623 -0.00049081686884164808 0.0029379679050180133 0.036191880997185684 leaf_weight=32386 1264824 300 2702 19928 85 4860 729 28 221 107 1850 245 47 417 80 339 21 22 21 23 41 105 286 139 51 291 256 123 64 22 leaf_count=32386 1264824 300 2702 19928 85 4860 729 28 221 107 1850 245 47 417 80 339 21 22 21 23 41 105 286 139 51 291 256 123 64 22 internal_value=-4.75911e-06 -0.000330974 -0.00278242 -0.000213764 0.000300546 0.00150851 0.00284122 0.00718553 0.0197126 0.00331551 0.00183568 0.00562914 0.00983883 0.00584818 0.0114886 0.0156992 0.0270259 0.0452192 0.0621665 -3.24831e-05 0.00271936 0.0133372 0.00339429 0.0141794 0.0188006 0.00171753 0.00420643 0.00888071 -0.000492646 0.0114448 internal_weight=1.33061e+06 65789 3002 62787 30401 10473 5613 1055 249 806 4558 1504 775 699 728 483 144 64 43 3054 563 146 1204 162 136 1042 756 379 377 86 internal_count=1330613 65789 3002 62787 30401 10473 5613 1055 249 806 4558 1504 775 699 728 483 144 64 43 3054 563 146 1204 162 136 1042 756 379 377 86 cat_boundaries=0 1 cat_threshold=2228 is_linear=0 shrinkage=0.05 Tree=1000 num_leaves=31 num_cat=0 split_feature=35 34 11 127 28 9 17 20 34 24 12 27 31 15 28 4 4 11 3 23 0 73 123 28 31 12 32 29 55 3 split_gain=3.50556 13.9286 12.0082 12.0885 12.3964 15.8914 14.5223 12.5307 10.2614 11.6092 15.916 21.7059 28.0751 15.4625 13.1726 15.4032 21.9874 20.3129 11.7554 11.1771 15.6764 10.6472 10.6264 9.49188 10.9292 12.6035 21.1517 14.8534 12.2284 13.8056 threshold=14.550000190734865 14.650000095367433 5.4500000476837167 -0.86159634590148915 1015.8500061035157 10.550000190734865 13.344999790191652 7.1949999332427987 14.050000190734865 292.50000000000006 3.2150000333786015 257.50000000000006 1008.0499877929689 1.9049999713897707 1009.1499938964845 6.4500000476837167 9.9499998092651385 9.6500000953674334 171.50000000000003 7.805000066757203 171.50000000000003 0.87244415283203136 0.737249255180359 1022.6499938964845 1019.4500122070314 1.8149999976158144 15.449999809265138 1019.2500000000001 39.225000381469734 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 -2 4 -4 6 -6 -7 -1 10 -10 12 -12 -14 -15 -16 17 -17 19 20 -19 22 -13 24 -3 -26 -27 -28 29 -29 right_child=1 23 3 -5 5 7 -8 -9 9 -11 11 21 13 14 15 16 -18 18 -20 -21 -22 -23 -24 -25 25 26 27 28 -30 -31 leaf_value=-8.182152971358134e-06 8.3795704922978042e-05 -5.3567741218791732e-05 0.0023261624678592024 0.0013235720751674012 0.0014439404220630725 0.010318223176443059 0.016982932796815887 0.046143480232701851 -0.00026448373920774101 -0.0011362799124698612 -0.0027462372788474624 0.00069232842534722465 -0.012617920112246887 0.00066429641136057579 0.010058071202911379 0.017855947052049351 0.01521853894746604 0.02180008019010226 0.026508695412088525 0.093580868978191303 0.082894042755166694 0.008123803436820216 -0.011752456669775329 -0.0019850373437538802 0.00019810166116182037 3.3657470393226269e-05 0.00087678320994262655 0.020639222066183641 0.00064574603370742487 0.0074976286200939867 leaf_weight=868343 24301 282114 1204 24565 375 46 251 52 52198 45198 255 1765 39 73 134 47 119 21 22 27 21 436 190 5946 14738 4049 1419 221 582 2088 leaf_count=868343 24301 282114 1204 24565 375 46 251 52 52198 45198 255 1765 39 73 134 47 119 21 22 27 21 436 190 5946 14738 4049 1419 221 582 2088 internal_value=-1.39526e-05 0.000118817 0.0008865 0.00162279 0.00543516 0.0106054 0.00767443 0.0293275 -6.35517e-05 -0.000541743 -5.62267e-05 0.00339585 0.0107686 0.01762 0.0201616 0.0238017 0.0309677 0.0445484 0.0583346 0.068482 0.0523471 0.00105854 -0.000517139 -6.50168e-06 3.20434e-05 0.00107772 0.00262861 0.00506643 0.00712284 0.00875544 internal_weight=1.33084e+06 361951 50794 26493 1928 724 626 98 968888 100545 55347 3149 758 503 464 391 257 138 91 69 42 2391 1955 311157 305211 23097 8359 4310 2891 2309 internal_count=1330839 361951 50794 26493 1928 724 626 98 968888 100545 55347 3149 758 503 464 391 257 138 91 69 42 2391 1955 311157 305211 23097 8359 4310 2891 2309 is_linear=0 shrinkage=0.05 Tree=1001 num_leaves=31 num_cat=2 split_feature=15 13 23 13 35 37 136 38 136 35 123 3 21 117 74 2 3 31 42 22 115 22 123 12 43 115 112 16 126 7 split_gain=3.24659 18.8524 14.3364 10.93 11.4582 9.5654 9.50195 13.3654 9.39023 9.60269 16.344 11.7732 16.3261 11.7733 27.5001 16.2666 12.0851 11.3744 11.2209 34.7048 10.6426 12.5945 16.4544 12.1948 14.1431 19.5031 14.567 12.0288 11.0048 10.436 threshold=2.2949999570846562 1.685000002384186 8.1250000000000018 3.435000061988831 9.6500000953674334 14.550000190734865 0 12.34999990463257 1 13.84999990463257 0.6755644977092744 177.50000000000003 6.5750000476837167 0.18222858756780627 0.6817418932914735 316.50000000000006 274.50000000000006 1009.5499877929689 13.650000095367433 6.8350000381469735 0.18222858756780627 7.6949999332427987 -0.9366365075111388 3.804999947547913 6.4500000476837167 -0.98624804615974415 -0.9914070963859557 12.699999809265138 -0.47714059054851526 5.0499999523162851 decision_type=2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 -1 6 8 -5 -8 -3 11 -11 18 -13 14 15 20 17 -15 -10 -20 21 22 29 -24 25 -25 -26 -23 -27 -14 right_child=1 5 -4 4 -6 -7 7 -9 9 10 -12 12 13 16 -16 -17 -18 -19 19 -21 -22 27 23 24 26 28 -28 -29 -30 -31 leaf_value=4.8399999249954877e-05 0.0016555638915900766 -0.0015479446330207726 0.0089007376648360167 0.0089874618038312155 -0.0038356643414627044 -0.00071881881377016765 -0.011052285764339262 0.0077687701109770664 -0.00056321264228707932 0.0012236144670739765 -0.0050128625484199309 -0.00066322317948931632 0.00235650039034053 -0.0035703819952775081 -0.00040845589244764915 0.00027626765351284417 0.00041844307537614782 -0.00037152231014675441 0.055022653655425927 0.0012901209016308712 -0.019581166073760911 -0.00058884230126393503 0.0046375645166051296 0.030105509038548917 0.062634598284959805 -0.010455578019277059 0.01978550447674934 0.0046510352565632988 0.022791831688664388 0.02601835644184794 leaf_weight=934393 2829 10207 900 344 3266 65522 206 174 96294 23374 1100 47751 63 3445 10185 3413 104871 14373 37 160 46 1521 1944 64 25 112 96 3913 32 179 leaf_count=934393 2829 10207 900 344 3266 65522 206 174 96294 23374 1100 47751 63 3445 10185 3413 104871 14373 37 160 46 1521 1944 64 25 112 96 3913 32 179 internal_value=-1.3255e-05 -0.000134013 0.0034042 3.72491e-05 -0.00257412 -0.000167954 0.00311679 -0.00237181 -5.62799e-05 -7.58632e-06 0.000943312 -8.82464e-05 0.000138156 0.000403378 0.00147999 0.00316598 0.000213896 -0.000990002 -0.000538825 0.011382 0.00439958 0.00453835 0.00746382 0.0061442 0.0150466 0.00713974 0.0286386 0.00318437 -0.00306726 0.0198585 internal_weight=1.33084e+06 392456 3729 938383 3990 388727 724 380 323205 312998 24474 288524 192033 144282 21593 11408 122689 17818 96491 197 7995 7949 2515 2273 329 208 121 5434 144 242 internal_count=1330839 392456 3729 938383 3990 388727 724 380 323205 312998 24474 288524 192033 144282 21593 11408 122689 17818 96491 197 7995 7949 2515 2273 329 208 121 5434 144 242 cat_boundaries=0 1 2 cat_threshold=144 6176 is_linear=0 shrinkage=0.05 Tree=1002 num_leaves=31 num_cat=2 split_feature=12 136 31 39 20 125 19 124 87 34 27 5 26 30 136 39 17 40 123 41 39 42 20 58 43 127 17 40 122 8 split_gain=3.20402 18.2941 13.4199 18.6707 15.3649 15.1299 13.9927 31.3419 16.662 20.0454 22.9706 16.2116 14.4029 13.2295 13.195 13.1351 12.4438 11.932 11.3457 15.6679 18.6267 12.044 11.305 11.1062 10.9525 10.6823 10.6196 10.5151 10.4026 11.2228 threshold=4.0850000381469735 0 1006.4500122070314 11.449999809265138 7.555000066757203 -0.13052122294902799 14.550000190734865 -0.78257837891578663 0.75605440139770519 13.750000000000002 249.50000000000003 13.250000000000002 229.50000000000003 1016.4500122070314 1 13.550000190734865 17.029999732971195 10.84999990463257 0.39873388409614569 8.0500001907348651 11.050000190734865 8.5500001907348651 8.8350000381469744 271.72271728515631 12.34999990463257 -0.88697704672813404 14.550000190734865 12.650000095367433 -0.35019405186176294 14.050000190734865 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 22 4 -4 18 7 8 9 28 11 15 -10 -12 -7 -11 -8 24 19 -6 -21 -22 -2 -3 -9 -26 -15 -18 29 -5 right_child=1 23 3 6 5 14 16 17 12 10 13 -13 -14 26 -16 -17 27 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=1.2329778185951716e-06 -0.0042106525430812367 -0.0033251361050232863 -0.0077393328361359606 0.014036759337102581 -0.0038057536648589997 -0.013234844556162981 -0.0011023944667113306 0.0018332897227239056 0.018285901870315327 0.059535846501534831 0.0015288630409890579 -0.0022741132834926247 -0.0036704369574738025 0.048689728799988244 0.0030055911976485414 0.021930870180949569 0.0056185910615538827 -0.0070197779624050815 -0.0093353475474562964 0.016775030442739175 0.024572822085961149 -0.012200501456574399 0.0002103257575800391 -0.00059073799737124606 0.053553488710895186 0.006971951610466931 0.012887864542975672 -0.007251790853883399 0.0060588472486174487 0.050202208353827396 leaf_weight=1289893 2600 6843 827 202 1357 122 4739 5529 92 69 126 20 397 34 2514 35 1341 388 586 227 27 127 3258 8120 20 32 53 180 1057 24 leaf_count=1289893 2600 6843 827 202 1357 122 4739 5529 92 69 126 20 397 34 2514 35 1341 388 586 227 27 127 3258 8120 20 32 53 180 1057 24 internal_value=-1.25894e-05 -0.000448027 0.000354164 0.000967367 -0.00142981 -0.000377797 0.0019349 0.00330993 0.00854947 0.0109912 0.0218434 0.0389522 0.000460408 0.0118833 0.00221514 0.0468803 0.000160537 0.00145866 -0.00331884 -0.00129026 0.00766912 -0.00575323 -0.00175187 -0.00184003 0.0020481 0.0248879 0.0268794 0.00409547 0.00814067 0.0178773 internal_weight=1.33084e+06 40946 25983 20125 5787 4960 14338 8078 2109 1620 337 124 489 213 2636 104 6260 5969 2324 1738 381 154 5858 14963 5581 52 87 1521 1283 226 internal_count=1330839 40946 25983 20125 5787 4960 14338 8078 2109 1620 337 124 489 213 2636 104 6260 5969 2324 1738 381 154 5858 14963 5581 52 87 1521 1283 226 cat_boundaries=0 1 2 cat_threshold=409 256 is_linear=0 shrinkage=0.05 Tree=1003 num_leaves=31 num_cat=4 split_feature=14 12 136 14 38 117 28 79 15 23 8 20 13 23 127 6 64 55 15 136 38 76 136 8 38 67 136 124 38 127 split_gain=3.34895 14.0923 24.9337 20.289 16.7436 13.4521 12.4135 15.0354 11.9691 11.8187 11.6283 11.2385 10.5282 12.0293 11.2225 10.6437 10.1169 9.9904 9.12873 9.06005 8.32329 8.14617 8.09487 8.02199 10.97 18.9401 11.4289 23.8979 10.0168 7.73956 threshold=1.4750000238418581 1.3350000381469729 0 1.1549999713897707 17.44999980926514 0.35019405186176306 1020.7500000000001 7.8450000286102304 1.3350000381469729 9.6050000190734881 11.550000190734865 5.1549999713897714 1.0850000381469729 7.5650000572204599 -0.74892720580101002 4.6499998569488534 20.314999580383304 2.4550000429153447 1.9149999618530276 1 12.150000095367433 17.045000076293949 2 7.3500001430511483 10.550000190734865 0.76499998569488536 3 0.061046212911605842 17.94999980926514 -0.67556449770927418 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 left_child=1 5 4 11 16 8 -5 9 10 -8 19 -4 13 -10 15 -15 21 -13 -7 -1 -12 -3 -22 -21 25 29 27 28 -26 -25 right_child=-2 2 3 6 -6 18 7 -9 12 -11 20 17 -14 14 -16 -17 -18 -19 -20 23 22 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=-0.00078358969306640289 -7.1609739944111529e-05 0.00019311964919802767 0.00063251541530896522 0.00059563615372082695 -0.0028275588696969299 -0.00065808878805102291 0.0039758841516616579 -0.0034473156087823954 0.0018777830257446844 -0.0038743366377226029 0.014422928875493644 0.0068473652377444424 0.00055343109725679849 0.012558432146475685 0.0053682465563201186 0.041646466093569451 -0.017638844132055471 0.0018920369700931444 0.0058582360623700269 -2.7010982533008527e-05 -0.0053502976226864202 -0.0058990892827501277 0.005145195375741876 0.04512556396424771 0.0088549898401681058 -0.0021115850063433295 6.1157173670578133e-05 0.00065967280906564275 0.0012555826453884802 0.016971267815141671 leaf_weight=35125 850100 25050 1993 61715 6553 82095 6769 895 5686 516 188 2955 29924 135 787 41 81 1551 541 191838 223 561 897 30 1606 159 16456 5644 594 131 leaf_count=35125 850100 25050 1993 61715 6553 82095 6769 895 5686 516 188 2955 29924 135 787 41 81 1551 541 191838 223 561 897 30 1606 159 16456 5644 594 131 internal_value=-1.19638e-05 9.35093e-05 0.000594516 0.00108655 -0.000571368 -5.27654e-05 0.000838228 0.00266849 0.000107863 0.00341985 -1.44061e-05 0.0037589 0.000953317 0.00275301 0.00792077 0.0193346 3.87326e-06 0.0051417 -0.000615428 -3.8853e-05 0.00468775 5.96719e-05 0.00305364 8.20291e-05 0.000931698 0.0101289 0.000810582 0.00237969 0.00680315 0.0222174 internal_weight=1.33084e+06 480739 108639 76394 32245 372100 69895 8180 289464 7285 252891 6499 36573 6649 963 176 25692 4506 82636 251583 1308 25611 1120 216458 24620 320 24300 7844 2200 161 internal_count=1330839 480739 108639 76394 32245 372100 69895 8180 289464 7285 252891 6499 36573 6649 963 176 25692 4506 82636 251583 1308 25611 1120 216458 24620 320 24300 7844 2200 161 cat_boundaries=0 1 2 3 4 cat_threshold=6192 4249 4120 1314 is_linear=0 shrinkage=0.05 Tree=1004 num_leaves=31 num_cat=3 split_feature=35 34 7 127 28 9 18 20 26 34 111 32 79 28 31 136 22 31 76 63 125 136 15 65 136 79 75 12 15 125 split_gain=3.21584 12.3985 10.9163 11.84 12.777 12.7356 12.5668 10.5594 10.0995 9.39448 10.2977 10.2175 17.3459 8.78357 10.5478 14.0944 10.4912 12.0115 26.4295 14.9135 17.0611 21.1166 21.8872 15.3702 15.1721 13.6573 13.4817 12.2673 14.5356 16.2305 threshold=14.550000190734865 14.650000095367433 4.7500000000000009 -0.86159634590148915 1015.8500061035157 10.550000190734865 14.550000190734865 7.1949999332427987 280.50000000000006 14.050000190734865 -0.29584680497646326 12.250000000000002 16.375000000000004 1014.5499877929689 1013.4500122070314 0 10.194999694824221 1015.2500000000001 25.355000495910648 0.78319570422172557 0.46173103153705602 1 4.1949999332427987 17.445000648498539 2 27.704999923706058 0.87893053889274608 1.2749999761581423 1.1749999523162844 -0.72534674406051625 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 1 2 2 2 2 2 left_child=9 2 -2 4 8 6 -6 -7 -4 13 11 12 -11 16 15 -15 17 27 19 20 21 -19 23 26 -22 -25 -23 -1 29 -29 right_child=1 -3 3 -5 5 7 -8 -9 -10 10 -12 -13 -14 14 -16 -17 -18 18 -20 -21 24 22 -24 25 -26 -27 -28 28 -30 -31 leaf_value=-0.00066400731740000698 0.00014570568165422207 -2.4364051391530269e-06 0.0058517276458450356 0.0013009908463682491 0.0036003781331920091 0.010453408530188932 0.020380716366129162 0.043839119262993338 -0.0040776754854326335 -0.0027942707225024192 -0.00063962159496324593 0.0012995426097430487 0.042699451175285508 0.00022339202928856042 -7.7513911559265003e-05 -0.0021931303867663019 -0.001441295730438342 -0.00068004850376511441 -0.0021886637182922772 -0.002318074027080549 -0.0014137032880532803 0.0053692624760631191 -0.01146026500800916 -0.002767986089256669 0.0022385589821115339 0.032764629141560628 0.021417345797215919 -0.0027705012565072545 0.00022924865593553271 0.0040822630642622466 leaf_weight=39251 26770 311157 715 22256 405 45 154 50 399 44 94918 5543 40 10716 535197 13807 9347 2366 4850 1995 4549 8169 207 791 7555 28 133 1064 223720 4598 leaf_count=39251 26770 311157 715 22256 405 45 154 50 399 44 94918 5543 40 10716 535197 13807 9347 2366 4850 1995 4549 8169 207 791 7555 28 133 1064 223720 4598 internal_value=-1.1366e-05 0.000115799 0.00084009 0.00161384 0.00555211 0.0110996 0.00822323 0.0280248 0.00229533 -5.88713e-05 -0.000516418 0.00156183 0.0188694 -5.89222e-06 -0.000123976 -0.00113797 0.000208264 0.000259783 0.00119766 0.00183441 0.00218252 0.00354454 0.00461187 0.00498168 0.000866625 -0.0015532 0.00562636 0.0001528 0.000292568 0.0027945 internal_weight=1.33084e+06 361951 50794 24024 1768 654 559 95 1114 968888 100545 5627 84 868343 559720 24523 308623 299276 30643 25793 23798 11694 9328 9121 12104 819 8302 268633 229382 5662 internal_count=1330839 361951 50794 24024 1768 654 559 95 1114 968888 100545 5627 84 868343 559720 24523 308623 299276 30643 25793 23798 11694 9328 9121 12104 819 8302 268633 229382 5662 cat_boundaries=0 1 2 3 cat_threshold=6292 6146 196 is_linear=0 shrinkage=0.05 Tree=1005 num_leaves=31 num_cat=2 split_feature=4 136 28 136 75 28 40 18 100 14 39 127 24 37 35 30 17 35 1 12 33 73 120 85 115 122 79 99 30 12 split_gain=4.5775 6.21256 6.71842 9.31079 9.28027 9.24399 8.15101 7.27375 6.97299 6.70174 11.4658 7.03904 11.5065 6.04577 7.17945 8.65557 6.12295 5.975 8.63589 8.07167 5.85266 5.83136 6.4016 5.71124 7.17175 7.07166 6.61615 9.36987 7.02326 8.84936 threshold=13.449999809265138 0 1014.2500000000001 1 0.76336207985878002 997.54998779296886 9.6500000953674334 8.7100000381469744 -0.56266662478446949 3.7350000143051152 12.949999809265138 0.78257837891578685 310.50000000000006 11.550000190734865 11.949999809265138 1003.9500122070314 11.269999980926515 12.650000095367433 280.50000000000006 2.9550000429153447 17.550000190734867 0.81035041809082042 0.64942333102226268 0.87324160337448131 -0.46173103153705591 0.47714059054851538 43.924999237060554 -0.75753706693649281 1005.3500061035157 3.6750000715255742 decision_type=2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 20 4 8 5 21 7 -5 -4 -7 11 12 13 -11 -15 -16 -17 18 -9 -20 -2 22 -3 25 -25 26 28 -28 29 -6 right_child=1 2 3 6 23 9 -8 17 -10 10 -12 -13 -14 14 15 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=1.6733896113333014e-06 0.0016972875059755221 -0.0058422509340892497 0.026553404182195664 0.00089667797211798899 0.02188957348265046 0.001727126635971578 -0.016047120007197206 -0.03004299139649403 2.3643556829715347e-05 0.0034953573677022525 -0.0037571380722026034 0.00038978665603952293 0.035223546806485095 0.020738191701368328 0.032812268271421391 -0.012487653756932338 0.0088537441540474642 0.0030750063688816122 0.011125822536026439 -0.0079261139608891411 -0.020061050417772945 0.018780736646814539 0.015076078277511094 -0.0072490112766765702 0.017048638570122423 -0.0083805206189885139 -0.014252480419710018 0.010718729895021204 0.00050807162704484044 0.0026403987867524847 leaf_weight=1309909 10187 588 25 607 102 3380 139 41 2670 246 225 187 47 180 27 49 107 153 60 757 31 28 39 596 32 214 129 53 568 144 leaf_count=1309909 10187 588 25 607 102 3380 139 41 2670 246 225 187 47 180 27 49 107 153 60 757 31 28 39 596 32 214 129 53 568 144 internal_value=1.35811e-05 0.000735342 -6.81312e-05 -0.00158426 0.000904222 0.00200146 -0.00440298 -0.00342987 0.000268748 0.00281809 0.00627075 0.00894723 0.0113866 0.00954699 0.0136481 0.00667424 0.00215036 -0.0060275 -0.00765068 -0.00652695 0.00162968 -0.00354415 -0.00454111 -0.00214212 -0.00601091 -0.00013419 0.00163761 -0.00698064 0.00356454 0.0106218 internal_weight=1.33152e+06 21611 11393 4452 6941 5103 1757 1618 2695 4448 1068 843 656 609 363 183 156 1011 858 817 10218 655 627 1838 628 1210 996 182 814 246 internal_count=1331520 21611 11393 4452 6941 5103 1757 1618 2695 4448 1068 843 656 609 363 183 156 1011 858 817 10218 655 627 1838 628 1210 996 182 814 246 cat_boundaries=0 1 2 cat_threshold=1844 6274 is_linear=0 shrinkage=0.05 Tree=1006 num_leaves=31 num_cat=2 split_feature=4 136 28 136 40 12 66 109 28 38 31 39 19 114 108 114 122 79 37 110 36 34 37 88 36 114 2 124 12 105 split_gain=4.13119 5.60683 6.06337 8.40299 7.35628 6.77116 8.96279 6.69337 9.05859 8.63296 11.4488 11.8767 11.9667 13.2434 9.35817 8.71422 8.3453 7.84735 11.0539 7.33155 6.84644 6.77245 9.76614 6.54245 7.07853 6.48304 7.27611 6.24423 8.38162 7.88254 threshold=13.449999809265138 0 1014.2500000000001 1 9.6500000953674334 2.0949999094009404 3.8249999284744267 0.86848226189613353 997.54998779296886 11.750000000000002 997.35000610351574 12.150000095367433 14.550000190734865 -0.86159634590148915 0.95149067044258129 -0.97233289480209339 0.47714059054851538 36.844999313354499 11.34999990463257 -0.69335895776748646 9.7500000000000018 10.050000190734865 12.150000095367433 -0.9900916814804076 10.550000190734865 0.04361772537231446 162.50000000000003 -0.87878364324569691 2.9550000429153447 -0.91657215356826771 decision_type=2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 7 5 27 6 -4 16 -9 14 -11 12 21 -14 -10 -16 17 19 -19 20 -3 -12 -23 24 -22 26 -17 -5 -29 -30 right_child=1 2 3 4 -6 -7 -8 8 9 10 11 -13 13 -15 15 25 -18 18 -20 -21 23 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=1.5897203815317198e-06 0.001548196768912247 0.026968530696840621 0.0038167413397847366 -0.023022557513262983 -0.015244764003403511 -0.00024334310625714873 0.036968037845300776 -0.0043443179290944302 0.0094379633416674449 0.042712670795264696 0.028087989729261256 0.0034849979040357201 0.011609955854713918 0.063075234740972527 0.012700535160755472 -0.011254441765537124 -0.0071493880677604635 0.00019295901061063838 -0.013051017246661221 2.8878600914537992e-05 -0.01354187684133649 0.00015101795479293084 0.035398596687161409 0.0014809339324476723 0.018477847736092314 0.012479375566045444 -0.00099888970508903337 0.0068228180162288633 0.020774515221766647 -0.0047264025110937448 leaf_weight=1309909 10218 39 75 39 139 2592 28 447 269 21 41 1211 25 25 112 206 445 455 241 1599 20 135 23 348 126 75 1078 199 31 1349 leaf_count=1309909 10218 39 75 39 139 2592 28 447 269 21 41 1211 25 25 112 206 445 455 241 1599 20 135 23 348 126 75 1078 199 31 1349 internal_value=1.2902e-05 0.000698575 -6.47247e-05 -0.00150504 -0.00418283 0.000255311 0.0128287 0.000859011 0.00232571 0.00325135 0.00605712 0.00552988 0.0154751 0.0373426 0.000863222 -0.00070483 -0.00078469 0.000216827 -0.00439296 0.00172171 0.0068002 0.00998072 0.00528199 0.00520797 0.0140916 -0.00180961 -0.00264425 -0.00325837 -0.00277021 -0.00415356 internal_weight=1.33152e+06 21611 11393 4452 1757 2695 103 6941 3668 3221 1481 1460 249 50 1740 1471 3273 2828 696 2132 533 199 158 494 146 1359 1284 1618 1579 1380 internal_count=1331520 21611 11393 4452 1757 2695 103 6941 3668 3221 1481 1460 249 50 1740 1471 3273 2828 696 2132 533 199 158 494 146 1359 1284 1618 1579 1380 cat_boundaries=0 1 2 cat_threshold=1844 6274 is_linear=0 shrinkage=0.05 Tree=1007 num_leaves=31 num_cat=2 split_feature=4 27 9 6 37 123 14 31 37 17 34 136 121 16 98 55 107 120 3 28 92 35 136 30 127 37 69 18 39 28 split_gain=3.7288 5.37705 5.31044 6.54157 5.77977 7.70632 7.13624 6.65387 5.91496 8.02375 6.5547 7.533 7.91484 6.41084 7.02233 6.7251 11.4866 6.69493 6.0703 5.77413 9.73707 6.37516 7.87153 7.56343 8.62284 10.2655 7.53252 7.286 7.09012 11.0408 threshold=13.449999809265138 163.50000000000003 18.250000000000004 7.7500000000000009 8.9499998092651385 -0.72534674406051625 2.5849999189376835 1024.9500122070315 11.449999809265138 6.0650000572204599 13.650000095367433 0 0.50751903653144848 15.405000209808351 -0.98848953843116749 42.715000152587898 -0.53725576400756825 0.74892720580101024 324.50000000000006 1015.2500000000001 -0.75032117962837208 12.550000190734865 1 1000.4500122070314 -0.97625884413719166 11.250000000000002 325.92936706542974 13.344999790191652 11.650000095367433 1012.7500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=-1 -2 4 -4 5 -3 -7 8 9 -6 -10 -12 -13 14 15 -11 -17 -16 -15 21 -21 23 26 24 25 -5 -23 -26 -25 -30 right_child=1 2 3 19 7 6 -8 -9 10 13 11 12 -14 18 17 16 -18 -19 -20 20 -22 22 -24 28 27 -27 -28 -29 29 -31 leaf_value=1.5102344537790809e-06 0.007675489735944817 0.02352253486706804 -0.015014773902374429 0.037990475911647087 0.0081043588307124562 -0.0012734689159405758 0.0074299534307994798 -0.0059705750616495462 0.0028193082910389178 0.0037446978755264464 0.004112491642525448 -0.0013139915945828918 -0.015581378044981437 -0.016797188020376653 -0.0010500556845390667 0.0033808334694745454 0.053782210309291256 0.027251906267234255 0.0050665792564607483 0.025965087751633139 -0.0032379006816546652 0.0013014614205458202 -0.007005216975066818 0.00079317999091621343 -0.0099326690331035302 -0.0094292760405334693 -0.018975375821658723 0.0053721355956674807 0.0085778672608249912 -0.0029817983013344929 leaf_weight=1309909 270 52 77 25 267 407 559 347 5566 170 651 1488 104 114 4199 26 20 21 44 29 1815 1000 544 2203 338 21 48 101 830 275 leaf_count=1309909 270 52 77 25 267 407 559 347 5566 170 651 1488 104 114 4199 26 20 21 44 29 1815 1000 544 2203 338 21 48 101 830 275 internal_value=1.22575e-05 0.000663682 0.000574971 -0.000518216 0.00114404 0.00477231 0.00376298 0.000860284 0.00104736 -0.000321916 0.00189972 -0.000382223 -0.00223201 -0.000811645 -0.000459141 0.008334 0.0252945 -0.000909217 -0.0107085 -0.000363805 -0.00277863 0.000463111 -0.00219237 0.00157767 -0.00425342 0.0163423 0.000369228 -0.00641152 0.00243259 0.00570103 internal_weight=1.33152e+06 21611 21341 7306 14035 1018 966 13017 12670 4861 7809 2243 1592 4594 4436 216 46 4220 158 7229 1844 5385 1592 3793 485 46 1048 439 3308 1105 internal_count=1331520 21611 21341 7306 14035 1018 966 13017 12670 4861 7809 2243 1592 4594 4436 216 46 4220 158 7229 1844 5385 1592 3793 485 46 1048 439 3308 1105 cat_boundaries=0 1 2 cat_threshold=1053 7480 is_linear=0 shrinkage=0.05 Tree=1008 num_leaves=31 num_cat=3 split_feature=119 2 135 55 84 39 31 18 67 53 111 28 29 39 111 53 69 136 87 31 31 136 33 18 14 88 136 29 16 20 split_gain=3.54842 7.0454 7.6816 12.0869 7.22 6.67743 12.8431 8.09391 7.04921 12.2762 6.78622 5.88488 12.4719 12.1838 12.838 35.8892 56.8296 15.0725 13.0333 11.886 10.7213 10.9503 10.3706 12.0425 10.0687 9.99473 9.89816 9.88113 9.70233 9.43231 threshold=-0.14780378341674802 144.50000000000003 1017.9500122070314 4.7850000858306894 0.79603073000907909 9.4499998092651385 1005.4500122070314 11.775000095367433 17.425000190734867 2.5749999284744267 0.39907380938529974 1012.9500122070314 1012.8500061035157 10.750000000000002 -0.90038016438484181 3.0449999570846562 268.51799011230474 0 0.78427597880363475 1006.4500122070314 1011.3500061035157 1 12.150000095367433 4.8800001144409189 5.1050000190734872 -0.77860519289970387 2 1017.6499938964845 11.775000095367433 8.1549997329711932 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 left_child=1 2 -1 4 -4 6 7 -3 10 -10 -8 12 13 14 15 16 -2 19 -17 -16 21 28 23 -14 -19 -20 29 -25 -13 -15 right_child=11 5 3 -5 -6 -7 8 -9 9 -11 -12 20 22 26 17 18 -18 24 25 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=0.00037911393368378538 -0.0034990340049655456 -0.022752995828923303 0.014661730279728214 -0.0082264627445649535 -0.0024605985838470276 -0.00024790605792647915 -0.0071532814525513055 0.011603407971560956 0.035770467077919886 -0.0041945339894205657 -0.00034717351419700934 -0.0011999300285715549 0.03580896746799616 0.0010047229655391749 -0.011052172506050043 -0.011944499584875765 0.085377831629344397 -0.00055328226385239652 0.0048212911286039141 -0.0027568363777624692 1.0171218431745588e-05 -0.0024782126835588151 0.00069459191213990293 0.0031374709008722547 0.0099858765942854415 0.041622488498687743 2.3696671249924014e-05 -0.017248796129133555 0.0033536597014498272 -0.00036244261856984745 leaf_weight=64468 37 120 107 604 145 227537 573 20 33 46 1015 3230 28 61271 476 126 35 15428 238 4653 756308 8661 15131 6357 230 20 146842 60 1834 15887 leaf_count=64468 37 120 107 604 145 227537 573 20 33 46 1015 3230 28 61271 476 126 35 15428 238 4653 756308 8661 15131 6357 230 20 146842 60 1834 15887 internal_value=1.16435e-05 -0.000141467 0.000316636 -0.00438874 0.0048096 -0.000271949 -0.00329941 -0.0178449 -0.00207783 0.0124997 -0.00280303 5.51568e-05 0.000257518 0.000156123 -0.000988279 0.00731068 0.039705 -0.00117033 0.00123675 -0.00351983 -1.49619e-05 -0.00139991 0.00141002 0.00308962 -0.000398218 0.0076741 0.000264652 0.00294686 0.000448332 0.000723127 internal_weight=1.33152e+06 294668 65324 856 252 229344 1807 140 1667 79 1588 1.03685e+06 266819 245243 21243 456 72 20787 384 5129 770033 13725 21576 6445 15658 258 224000 6417 5064 77158 internal_count=1331520 294668 65324 856 252 229344 1807 140 1667 79 1588 1036852 266819 245243 21243 456 72 20787 384 5129 770033 13725 21576 6445 15658 258 224000 6417 5064 77158 cat_boundaries=0 1 2 3 cat_threshold=4372 6288 1422 is_linear=0 shrinkage=0.05 Tree=1009 num_leaves=31 num_cat=0 split_feature=117 32 53 125 118 117 31 122 30 6 78 21 84 52 4 7 31 21 30 32 38 43 15 22 62 42 23 4 37 4 split_gain=3.53515 8.67496 9.47466 8.52336 8.1657 6.95524 6.94016 6.50266 8.57278 7.88085 7.20686 6.73081 6.01625 5.88859 5.25613 5.25562 4.93134 4.91901 4.84876 5.83237 5.88734 7.77562 6.21997 5.74592 5.11014 5.48246 4.74614 4.64825 4.40733 4.38927 threshold=0.87032255530357372 11.050000190734865 1.0649999976158144 0.98624804615974437 0.87032255530357372 0.94828754663467418 1022.7500000000001 -0.16504132002592084 1019.8500061035157 9.1500000953674334 38.295000076293952 6.7550001144409189 0.88931682705879223 15.425000190734865 10.34999990463257 8.9499998092651385 1021.9500122070314 7.6749999523162851 1013.8500061035157 11.949999809265138 11.750000000000002 10.750000000000002 2.3549998998641972 4.5050001144409189 0.50449785590171825 12.550000190734865 7.9449999332427987 14.050000190734865 11.34999990463257 11.150000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 2 4 16 -2 27 26 -5 9 14 15 -12 -8 17 18 -10 -3 -11 -9 -20 21 28 23 -22 25 -24 -7 -6 -21 -1 right_child=1 3 -4 7 5 6 12 8 10 13 11 -13 -14 -15 -16 -17 -18 -19 19 20 22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.255896061250961e-06 -0.00089855512501955503 -0.00027204514505734933 0.00026025380839306923 -0.0011254241969571093 -0.0033910418777720591 -0.009625900555761133 -0.0038165219154791871 -0.00084643193789558945 -0.0010761986557094112 0.0073516207185672132 -0.0066020418490682327 0.030059849665567819 0.017374276780626842 -0.015778707297375568 -0.0063182972844953783 -0.011346313560934913 -0.00359389262640172 0.022064496190134498 -0.00071876306390470789 0.0010845867615631398 0.026669330446218904 0.025026572179006137 0.014612647796776602 0.00073538860667556093 -0.0072696274143374089 -0.0095301614848162554 0.014972342159599068 0.0070892609022389936 0.014202416716105004 0.00038137178043498045 leaf_weight=1212261 2897 21005 3857 1491 2258 1005 131 651 415 827 21 31 45 26 166 178 1180 61 460 136 22 81 246 732 38 26 20 111 121 81021 leaf_count=1212261 2897 21005 3857 1491 2258 1005 131 651 415 827 21 31 45 26 166 178 1180 61 460 136 22 81 246 732 38 26 20 111 121 81021 internal_value=1.10604e-05 -0.000462744 -0.00170109 -4.74029e-06 -0.00287086 -0.00447136 -0.00757095 0.00171457 0.00271373 0.00366653 -0.00259388 0.0152541 0.00160158 0.00767558 0.00229875 -0.00415897 -0.000448731 0.0083623 0.00286797 0.00416661 0.00576951 0.0115182 0.00394334 0.00149208 0.00990542 0.0123049 -0.00914593 -0.00289999 0.00726069 2.50692e-05 internal_weight=1.33152e+06 38238 10324 27914 6467 3570 1201 5729 4238 3593 645 52 176 914 2679 593 22185 888 2513 1862 1402 338 1064 754 310 272 1025 2369 257 1.29328e+06 internal_count=1331520 38238 10324 27914 6467 3570 1201 5729 4238 3593 645 52 176 914 2679 593 22185 888 2513 1862 1402 338 1064 754 310 272 1025 2369 257 1293282 is_linear=0 shrinkage=0.05 Tree=1010 num_leaves=31 num_cat=0 split_feature=20 7 23 36 1 41 29 25 109 123 19 112 124 78 39 53 96 19 30 77 32 123 32 7 13 28 22 43 30 6 split_gain=2.85388 6.45341 3.72648 6.32806 4.97068 8.25336 6.04482 5.84312 7.37387 6.02122 5.62052 5.38286 4.66957 4.6477 4.4872 8.42777 4.65549 5.34504 4.17024 3.98457 3.78769 3.54061 3.45102 4.17501 4.02807 3.33579 3.90402 3.6924 4.44166 3.40305 threshold=11.97499990463257 9.5500001907348651 10.275000095367433 16.550000190734867 132.50000000000003 10.34999990463257 1001.9500122070314 271.50000000000006 0.032499240711331374 -0.36648726463317866 14.550000190734865 -0.97233289480209339 -0.73724925518035878 9.2650003433227557 10.84999990463257 15.585000038146974 -0.9049260914325713 12.699999809265138 1020.5499877929689 4.6150000095367441 14.650000095367433 0.93038213253021251 14.449999809265138 3.4500000476837163 2.2549999952316289 1014.9500122070314 12.50500011444092 12.150000095367433 1019.0499877929689 1.7500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 14 -6 8 -8 11 -7 -10 -5 25 15 -2 21 -18 -14 20 -19 -16 23 24 -11 29 27 -27 -29 -9 right_child=1 -3 -4 12 6 10 7 13 9 22 -12 -13 18 -15 16 -17 17 19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=1.0905658796825775e-05 0.029754919278141306 0.0093464219776490751 -0.0017491244246102722 0.027995587792247534 0.017500338254448695 0.006850561037983584 -0.0081814334462505089 -0.030412717301236548 -0.012936571770643985 0.0081806560002622153 0.034137296825292651 0.012406545681733406 0.0023425838139524563 0.0039822491269257522 0.0054230211240774845 -0.0013511055699257438 -0.014524199406819783 -0.00046196100271079062 0.023187424887196516 -0.011712652947618694 0.016353765595704318 -0.0065199426400845183 0.034050851183153853 0.0025959162320941687 0.03879548014903611 -0.006310328453544266 0.0027784706900203116 -0.011341174967079001 0.01688911564400003 -0.0086779807189322385 leaf_weight=1321674 38 152 6107 28 39 46 86 23 44 21 32 40 139 167 414 51 87 282 29 69 38 73 23 50 22 822 173 22 38 83 leaf_count=1321674 38 152 6107 28 39 46 86 23 44 21 32 40 139 167 414 51 87 282 29 69 38 73 23 50 22 822 173 22 38 83 internal_value=4.78442e-06 -0.000870978 -0.0010419 0.000407907 -0.000203656 0.00235209 -0.00195078 -0.00242079 0.00406192 0.00932656 0.0180451 -0.000868421 0.00909148 -0.00381692 0.00118854 0.0119301 0.000195812 -0.00332061 0.0059408 -0.000814918 0.00153491 0.0036328 0.0167091 0.0124203 0.0238441 -0.00493876 -0.00408923 -0.00543629 0.00653801 -0.013394 internal_weight=1.33091e+06 9238 9086 2979 2783 1130 1653 1614 286 200 78 84 196 1328 1052 89 963 476 168 389 320 487 116 93 43 1161 1055 882 60 106 internal_count=1330912 9238 9086 2979 2783 1130 1653 1614 286 200 78 84 196 1328 1052 89 963 476 168 389 320 487 116 93 43 1161 1055 882 60 106 is_linear=0 shrinkage=0.05 Tree=1011 num_leaves=31 num_cat=1 split_feature=12 136 29 36 58 52 55 32 28 15 32 39 32 56 25 19 41 74 33 18 29 6 22 28 65 5 10 28 127 40 split_gain=2.62735 21.2636 17.0962 21.415 13.1282 12.7355 11.3827 12.5297 17.5463 15.4025 14.7165 16.7259 16.272 16.5095 14.7539 16.7771 17.7832 35.4732 19.3174 18.8101 17.3838 11.9192 10.9211 10.8488 10.3165 10.6814 10.1263 9.65157 9.5152 10.9576 threshold=4.1349999904632577 0 1007.7500000000001 11.050000190734865 268.43733215332037 25.875000000000004 120.24499893188478 2.6000000238418584 1012.0499877929689 3.0449999570846562 7.3500001430511483 12.050000190734865 12.449999809265138 306.32304382324224 269.50000000000006 14.550000190734865 9.9499998092651385 0.58898749947547924 13.550000190734865 13.344999790191652 1016.7500000000001 3.9500000476837163 8.3350000381469744 1019.8500061035157 84.009998321533217 14.84999990463257 9.6500000953674334 1027.2500000000002 -0.91702514886856068 8.1500000953674334 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 5 27 -2 7 8 26 -10 22 28 13 24 15 16 17 18 21 -20 -18 -14 -9 -19 -13 -26 -4 -3 29 -12 right_child=1 4 6 -5 -6 -7 -8 10 9 -11 11 12 14 -15 -16 -17 20 23 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=1.6600670060262545e-05 -0.013309059083198564 -0.0039848047642153227 0.033366676109075982 -0.0004633333057487441 -0.00061260898426942654 -0.0021606592559613477 -0.0021908443309571063 0.024785962406368486 0.0065604847915396516 -0.012733863135294295 -8.8455765904628544e-05 0.0061622265920224318 0.055109902098774914 -0.0010100094642385997 -0.00021089207046392093 -0.00015555850743519963 -0.0055754284744858849 -0.0031363746880864103 0.081302812212222339 0.02938017308937781 0.02626258458211005 0.010969912164056531 0.0066626617669059036 0.0350583784959533 0.018074896335588748 -0.01364890305999795 0.0034153431733223018 0.011527312134264731 -0.0014527335019871874 0.0087423905306899929 leaf_weight=1292840 575 5932 34 5123 7754 462 2112 105 132 478 963 2780 20 769 3825 482 173 120 37 33 57 65 399 22 312 29 166 102 4458 553 leaf_count=1292840 575 5932 34 5123 7754 462 2112 105 132 478 963 2780 20 769 3825 482 173 120 37 33 57 65 399 22 312 29 166 102 4458 553 internal_value=4.54519e-06 -0.000404832 0.000485696 -0.00178971 -0.00197219 -0.00834227 0.00125933 0.00171441 -0.00434492 -0.00855869 0.00203727 0.00174919 0.00314495 0.00555214 0.00120784 0.00658608 0.012752 0.0208347 0.0373741 0.056825 0.00231486 0.0213558 0.0104383 0.00278112 0.00716903 0.015377 0.00850707 -0.00372258 -0.000289074 0.00313282 internal_weight=1.33091e+06 38072 24284 6160 13788 1037 18124 16012 810 610 15202 14698 8724 3890 4834 1009 527 297 155 70 230 85 504 142 3121 341 200 6034 5974 1516 internal_count=1330912 38072 24284 6160 13788 1037 18124 16012 810 610 15202 14698 8724 3890 4834 1009 527 297 155 70 230 85 504 142 3121 341 200 6034 5974 1516 cat_boundaries=0 1 cat_threshold=409 is_linear=0 shrinkage=0.05 Tree=1012 num_leaves=31 num_cat=0 split_feature=79 130 37 2 8 23 99 33 36 53 121 58 84 72 87 102 116 88 36 96 11 121 29 5 21 16 34 114 64 53 split_gain=2.60322 7.2986 5.77878 4.91076 8.77757 7.81618 8.25518 6.27719 8.07116 6.02377 5.31353 4.68279 5.45961 4.17275 4.59407 3.58121 5.37236 4.65407 5.19945 3.15989 3.11543 5.6718 6.28037 5.7816 3.89827 4.13387 6.9135 3.31821 3.04255 11.6386 threshold=63.939998626708991 118.50000000000001 8.8499999046325701 163.50000000000003 6.6499998569488534 7.805000066757203 -0.78106075525283802 13.550000190734865 12.650000095367433 7.4049999713897714 -0.94828754663467396 212.30274963378909 0.85360538959503185 0.7893071472644807 0.84732413291931163 -0.73694801330566395 -0.60873827338218678 -0.98493611812591542 11.550000190734865 -0.73028033971786488 23.150000572204593 -0.16504132002592084 1005.9500122070314 11.250000000000002 7.7750000953674325 11.269999980926515 12.150000095367433 -0.95368063449859608 23.195000648498539 0.034999999217689044 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=20 3 -3 5 19 6 9 8 -8 -2 -6 12 -12 -11 -15 17 -17 -13 -19 -5 28 22 23 -22 -23 26 -26 -27 -1 -30 right_child=1 2 -4 4 10 -7 7 -9 -10 13 11 15 -14 14 -16 16 -18 18 -20 -21 21 24 -24 -25 25 27 -28 -29 29 -31 leaf_value=2.7894299615977754e-05 0.043686225182480283 0.012423687077620451 -0.0098730647891643458 -0.0050276041240431375 0.02124322538117045 -0.0049696372572553202 0.0046488026650978202 -0.012421514005645326 0.031118061026144363 -0.0015531103693596695 -0.018933223320723135 0.026889598579145968 0.0025041935711421753 0.041705498737948286 0.0096826454100664705 -0.016470330127993146 0.0029130717974177943 0.016086190175782476 -0.0066576438846978102 -0.020132569472669906 -0.037702163277814789 -0.0084886639124967852 -0.0019197955784763686 -0.0056095764688823537 0.034730135348553841 0.012638245682076863 -0.0024843271666516861 -0.010667525094357276 -0.0035133554972798763 -0.00015762206661755935 leaf_weight=1195174 27 34 200 140 38 95 144 38 36 23 54 34 66 21 24 37 1056 54 47 46 36 77 57 23 26 24 24 42 2636 130579 leaf_count=1195174 27 34 200 140 38 95 144 38 36 23 54 34 66 21 24 37 1056 54 47 46 36 77 57 23 26 24 24 42 2636 130579 internal_value=4.31793e-06 0.00171739 -0.00663337 0.0027043 0.00143572 0.00759203 0.0114047 0.00604431 0.00994265 0.0237053 0.00280441 0.00228463 -0.00714264 0.0157717 0.0246266 0.00320586 0.00225691 0.0108888 0.00550243 -0.00876324 1.46346e-06 -0.00501849 -0.0137563 -0.0251915 0.000233235 0.00602277 0.0168672 -0.0021927 2.63116e-06 -0.000224024 internal_weight=1.33091e+06 2214 234 1980 1572 408 313 218 180 95 1386 1348 120 68 45 1228 1093 135 101 186 1.3287e+06 309 116 59 193 116 50 66 1.32839e+06 133215 internal_count=1330912 2214 234 1980 1572 408 313 218 180 95 1386 1348 120 68 45 1228 1093 135 101 186 1328698 309 116 59 193 116 50 66 1328389 133215 is_linear=0 shrinkage=0.05 Tree=1013 num_leaves=31 num_cat=3 split_feature=38 36 12 11 42 108 35 14 3 105 136 136 32 28 7 126 105 136 130 30 58 39 2 127 79 18 35 6 76 73 split_gain=2.64155 12.2254 8.08828 14.0352 10.9826 10.442 9.74493 13.5735 9.12192 8.53872 8.46294 8.38352 12.0095 10.4448 8.87445 8.13311 8.07751 11.9459 11.3737 10.5056 11.5736 10.1996 9.9372 9.49288 9.3915 9.56189 11.304 8.90911 8.76263 8.29646 threshold=11.550000190734865 11.750000000000002 2.8349999189376835 19.349999427795414 8.7500000000000018 1.0000000180025095e-35 8.7500000000000018 2.0849999189376835 333.50000000000006 -0.89126014709472645 0 1 12.949999809265138 1009.6499938964845 4.7500000000000009 -0.71322327852249134 -0.98867344856262196 2 107.50000000000001 1017.7500000000001 299.86801147460943 11.250000000000002 342.50000000000006 -0.55191597342491139 4.3150000572204599 15.405000209808351 11.150000095367433 10.84999990463257 6.6050000190734872 0.89997401833534252 decision_type=2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 3 5 8 6 7 -2 10 -6 -4 13 -13 -11 15 -15 17 19 21 20 22 27 -1 24 -21 -26 -27 -19 -25 -23 right_child=1 -3 4 -5 9 -7 -8 -9 -10 11 -12 12 -14 14 -16 -17 -18 18 -20 23 -22 29 -24 28 25 26 -28 -29 -30 -31 leaf_value=0.0018390224730548623 -0.00054997919694330826 5.1172635553144959e-06 -0.0089456645168436918 0.041398217282257982 -0.024229759082071863 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-0.00172217 -0.00852584 -0.00629745 0.00520742 0.000150814 0.00165924 0.000446786 0.00453732 0.00110474 0.000113412 0.00265508 0.00756617 0.0143393 0.0191259 0.0410785 0.00108482 0.00497072 -0.00433415 internal_weight=1.33091e+06 1.08158e+06 44536 34402 10134 34382 2751 80 8231 1903 7098 1844 996 848 721 136 249331 8570 6042 2528 1178 5902 1073 1350 374 274 42 4844 976 1058 internal_count=1330912 1081581 44536 34402 10134 34382 2751 80 8231 1903 7098 1844 996 848 721 136 249331 8570 6042 2528 1178 5902 1073 1350 374 274 42 4844 976 1058 cat_boundaries=0 1 2 3 cat_threshold=4104 136 579 is_linear=0 shrinkage=0.05 Tree=1014 num_leaves=31 num_cat=1 split_feature=20 136 14 7 127 26 39 33 22 12 39 0 11 7 32 30 55 60 19 31 117 120 133 39 124 52 12 64 135 23 split_gain=2.49931 7.2942 5.0201 4.87424 4.52917 4.50279 4.70496 8.081 4.70206 5.91904 5.42839 9.08385 4.25975 5.34568 5.04869 4.1101 4.05164 4.61183 3.92061 3.6519 5.75051 3.70611 3.57225 3.47928 4.32638 3.479 9.60936 7.48995 12.9127 8.54739 threshold=11.97499990463257 0 1.4249999523162844 10.150000095367433 0.85260769724845897 292.50000000000006 17.650000572204593 16.94999980926514 11.704999923706056 3.435000061988831 15.250000000000002 166.50000000000003 9.8499999046325701 3.5499999523162846 13.550000190734865 1019.6499938964845 110.27499771118165 0.9261574149131776 15.405000209808351 1009.8500061035157 0.41467745602130895 -0.46173103153705591 1020.8500061035157 15.449999809265138 0.50751903653144848 40.565000534057624 2.5149999856948857 7.8750000000000009 1013.3500061035157 6.9649999141693124 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=25 3 4 5 -3 6 8 -8 9 -2 15 -12 13 -4 -14 -11 -10 -18 -16 20 -7 -22 -15 -23 -25 -1 -27 28 29 -28 right_child=1 2 12 -5 -6 19 7 -9 16 10 11 -13 14 22 18 -17 17 -19 -20 -21 21 23 -24 24 -26 26 27 -29 -30 -31 leaf_value=-9.1481003143384733e-06 0.00087672138835006165 0.0012264268692424483 -0.002164647760960725 0.013360752059232024 0.018986929641271542 -0.0037757249758936539 0.036946876473724848 -0.0025036054007984976 0.0007276697622627679 -0.0020951950746353402 0.044739201392691871 0.0084248249360255201 -0.0023016756268656883 -0.0070685319292458394 0.025806950896072229 0.0099160834696956045 -0.001487713254755363 -0.015844360165008366 0.0032250025752000515 -0.0021313810844878294 -0.0014434857674362794 0.0066579231976692634 0.012874347813751387 0.0051654483191668991 0.032423230762769643 0.0022492278251002307 0.0025540107970145791 0.00025976050237294933 0.027189813806291891 -0.0061556983279488914 leaf_weight=1254514 592 247 2282 71 42 179 25 27 1515 107 26 51 121 947 37 213 176 82 40 2199 71 104 23 24 37 6119 376 59508 34 1123 leaf_count=1254514 592 247 2282 71 42 179 25 27 1515 107 26 51 121 947 37 213 176 82 40 2199 71 104 23 24 37 6119 376 59508 34 1123 internal_value=3.893e-06 -0.000815664 -0.00251581 0.000344288 0.00380754 0.000174663 0.00156264 0.016463 0.00128211 0.00404433 0.00876782 0.0206868 -0.0030528 -0.00348632 0.00406745 0.00589981 -0.000258689 -0.00605068 0.0140761 -0.00131951 0.00298244 0.00810833 -0.00659566 0.0122185 0.0216989 9.62139e-06 0.000360226 0.000170865 -0.0032799 -0.00397101 internal_weight=1.33091e+06 9238 3739 5499 289 5428 2814 52 2762 989 397 77 3450 3252 198 320 1773 258 77 2614 415 236 970 165 61 1.32167e+06 67160 61041 1533 1499 internal_count=1330912 9238 3739 5499 289 5428 2814 52 2762 989 397 77 3450 3252 198 320 1773 258 77 2614 415 236 970 165 61 1321674 67160 61041 1533 1499 cat_boundaries=0 1 cat_threshold=1591 is_linear=0 shrinkage=0.05 Tree=1015 num_leaves=31 num_cat=2 split_feature=34 35 36 15 31 0 136 76 86 39 136 64 67 58 42 103 35 123 10 109 31 37 32 1 111 112 119 78 20 79 split_gain=3.87481 12.0023 11.2438 14.5595 23.9188 11.7849 10.6411 14.7896 10.3343 11.7954 11.3575 11.1768 17.9652 13.0022 12.2441 11.1436 10.2615 9.90874 9.65946 13.1144 9.46166 9.25234 10.8421 10.5706 10.7905 15.8029 9.3634 9.202 12.6781 12.8614 threshold=12.449999809265138 12.150000095367433 12.050000190734865 4.8450000286102304 1000.3500061035157 186.50000000000003 0 22.615000724792484 0.83307489752769481 11.84999990463257 1 3.4150000810623173 6.4949998855590829 248.28897094726565 10.84999990463257 0.57147452235221874 10.250000000000002 0.44618082046508795 20.150000572204593 -0.1484127342700958 1023.7500000000001 11.34999990463257 11.34999990463257 176.50000000000003 -0.43072485923767084 -0.93038213253021229 0.18222858756780627 5.1449999809265146 6.4749999046325692 3.6650000810623173 decision_type=2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 -2 5 -5 21 -8 -1 11 -11 16 13 -13 27 18 -10 -9 -12 -20 -15 22 -3 26 25 -25 -24 28 29 -14 right_child=2 6 -4 4 -6 -7 7 17 9 10 15 12 14 20 -16 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00013409561809855173 -0.0010847925084032043 -0.0017919938548046467 -1.7643579474257993e-05 0.021807843836193736 0.0018867313396185637 0.065620100572705273 0.00080277479058355286 0.0040196106646238211 -0.0030249472740661153 -0.002325257519514443 0.00043466345901122937 0.0043106891534497645 0.053154874641310294 0.0014141934348219085 0.016878948553598352 -0.0016471593443845107 -0.00024981324782829103 -0.0063118792609924857 0.04330947027211228 -0.0010564721189439297 -0.0047231655232075785 -0.00039180543087662372 -0.0097207462416202609 0.051458714457112364 0.0054340834302393113 0.0064614948257803928 0.0026973720694779381 -0.00029793742669566038 0.0025803097001543002 0.011262627061979291 leaf_weight=385610 31951 1111 726759 66 283 20 50206 5163 5160 13172 12343 4229 27 5748 105 11022 9398 243 31 36 705 27699 211 32 1634 50 541 36655 280 57 leaf_count=385610 31951 1111 726759 66 283 20 50206 5163 5160 13172 12343 4229 27 5748 105 11022 9398 243 31 36 705 27699 211 32 1634 50 541 36655 280 57 internal_value=1.58095e-05 0.000114149 -5.82247e-05 -0.000970747 0.00890424 0.0319967 0.00065528 0.00107014 1.71182e-05 -0.000438662 -0.00115116 -2.04699e-05 0.000348908 0.00215586 -0.000171021 -0.000489949 -0.00123344 0.00355521 0.000537438 0.0194711 0.000743678 -8.26604e-05 0.00230968 0.0041561 0.00632229 0.0240214 -0.000786967 -0.000219381 0.00769131 0.024728 internal_weight=1.33055e+06 571468 759079 32320 369 86 86890 55612 484578 98968 36604 62364 47806 10682 37124 23432 14558 5406 12410 67 6453 31278 3579 2468 1716 82 752 37019 364 84 internal_count=1330547 571468 759079 32320 369 86 86890 55612 484578 98968 36604 62364 47806 10682 37124 23432 14558 5406 12410 67 6453 31278 3579 2468 1716 82 752 37019 364 84 cat_boundaries=0 1 2 cat_threshold=1362 6496 is_linear=0 shrinkage=0.05 Tree=1016 num_leaves=31 num_cat=4 split_feature=34 35 36 15 31 0 86 33 136 28 0 95 64 116 35 136 8 62 82 7 21 8 8 40 136 124 38 127 14 136 split_gain=3.49693 11.1899 10.1476 13.1399 21.5868 10.6359 9.37549 15.7792 11.7167 15.1414 12.8554 9.9078 10.9035 10.3589 10.2057 14.3446 13.4998 10.0342 9.89666 10.1089 9.58544 9.1716 8.9472 17.575 13.8982 17.2704 12.779 21.4122 15.2475 15.5114 threshold=12.449999809265138 11.650000095367433 12.050000190734865 4.8450000286102304 1000.3500061035157 186.50000000000003 0.83238220214843761 11.449999809265138 0 1015.5499877929689 302.50000000000006 -0.752781182527542 5.0850000381469735 0.95878320932388317 10.34999990463257 1 13.650000095367433 0.64805564284324657 247.87869262695315 14.650000095367433 9.7049999237060565 21.349999427795414 7.4500000476837167 9.8499999046325701 2 -0.60873827338218678 11.050000190734865 -0.97988739609718312 1.7549999952316286 3 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 1 left_child=1 6 3 -2 5 -5 -1 11 9 10 20 -8 13 14 -13 -16 -17 -18 19 -10 21 -9 -3 26 -25 -26 27 -24 29 -28 right_child=2 22 -4 4 -6 -7 7 8 18 -11 -12 12 -14 -15 15 16 17 -19 -20 -21 -22 -23 23 24 25 -27 28 -29 -30 -31 leaf_value=8.8639670836949199e-05 -0.0010305528802875556 0.00013284352056405218 -1.6761400534802402e-05 0.020717451612775526 0.0017923947677095241 0.062339095026254655 0.0013820601951460682 -0.0018963666767141158 0.0028911826194556386 -0.0021597726697135983 0.0069488741156289863 -0.0028165263298390473 4.5717581038670444e-08 -0.0092119080791770325 -0.0046181443300584392 0.00055474371109228359 0.008294320882945929 0.044604461006820202 -0.0029552030248146035 0.037640496783635839 0.030756941391155125 0.026586520103416569 0.016778754793986179 0.0043018897742846353 -0.0055793614073372105 -0.00042970856226675209 0.0049081282043188824 0.0027307839796138845 0.00054522977589704328 0.00098506906031543286 leaf_weight=337027 31951 86451 726759 66 283 20 9145 1112 430 3121 1143 6247 40081 442 1248 4087 391 20 11900 22 24 29 283 1224 1948 9915 4506 6535 38398 5739 leaf_count=337027 31951 86451 726759 66 283 20 9145 1112 430 3121 1143 6247 40081 442 1248 4087 391 20 11900 22 24 29 283 1224 1948 9915 4506 6535 38398 5739 internal_value=1.50181e-05 0.000108439 -5.53135e-05 -0.00092221 0.00845903 0.0303969 -2.65381e-05 -0.000515171 -0.00182742 0.000110743 0.00318153 -0.000136763 -0.000401247 -0.00169471 -0.00141767 0.000103164 0.00142023 0.0100612 -0.00267721 0.00458252 -0.000514664 -0.00117244 0.000471112 0.000897728 -0.000750411 -0.00127425 0.00128663 0.00331388 0.00100249 0.00271628 internal_weight=1.33055e+06 571468 759079 32320 369 86 416469 79442 17781 5429 2308 61661 52516 12435 11993 5746 4498 411 12352 452 1165 1141 154999 68548 13087 11863 55461 6818 48643 10245 internal_count=1330547 571468 759079 32320 369 86 416469 79442 17781 5429 2308 61661 52516 12435 11993 5746 4498 411 12352 452 1165 1141 154999 68548 13087 11863 55461 6818 48643 10245 cat_boundaries=0 1 2 3 4 cat_threshold=1554 1794 5280 6433 is_linear=0 shrinkage=0.05 Tree=1017 num_leaves=31 num_cat=0 split_feature=38 36 32 55 117 16 18 30 64 31 66 108 127 20 134 23 19 60 84 132 124 39 52 135 110 133 23 39 55 12 split_gain=3.20815 15.1218 11.2296 8.31665 10.18 9.19943 8.86648 9.82203 8.52932 13.7507 8.14792 8.18991 9.44706 13.1923 13.0793 11.2972 13.9624 18.5618 9.08466 8.26339 7.94864 8.52334 7.9325 16.5675 24.0002 9.6234 14.3806 17.2793 9.43515 13.2697 threshold=12.949999809265138 12.949999809265138 14.34999990463257 35.93499946594239 0.52247866988182079 8.7100000381469744 8.0099999904632586 1013.0499877929689 94.704998016357436 1010.2500000000001 9.7550001144409197 -0.090325605124235139 0.66259482502937328 7.7950000762939462 1018.0499877929689 8.9749999046325701 14.550000190734865 0.62879812717437755 0.8854258954524995 1016.7500000000001 0.97233289480209362 15.34999990463257 12.75500011444092 1024.049987792969 0.20165637135505679 1022.6499938964845 9.4849996566772479 13.650000095367433 10.684999942779543 3.0949999094009404 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 8 6 -6 -5 -8 22 -10 -7 -12 13 14 15 18 -17 -18 19 -13 21 -11 25 28 -25 -3 -27 -28 29 -24 right_child=1 3 -4 4 5 10 7 -9 9 20 11 12 -14 -15 -16 16 17 -19 -20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31 leaf_value=0.00013445604374338167 -0.0012569584465766722 -8.5447496484505082e-06 -0.0020078772549796888 -0.019345810394460226 0.012834038069848073 -0.0035678062907014809 0.00050515130034572921 -0.001813231768705465 -0.013027182817059153 -0.0054260314988481134 -0.0057526702353940772 0.0019120104387807112 -0.00040425760554710968 0.0010471792431001597 -0.0047022205063789761 0.005726850676810705 0.063894255240929551 0.019425991831377637 0.015619044291229185 0.034594065565615895 0.024941073259669207 0.011438687702078218 0.0021250990779970703 0.047969532846694904 0.0064465847706796121 -0.0079207355315167524 -0.020528025266883729 0.033162493460831492 0.00012491532294933561 -0.0016023631294673748 leaf_weight=525082 25096 673768 6189 68 146 1292 5977 19386 326 308 489 587 6861 4376 207 133 29 123 186 20 31 99 14535 42 203 675 22 47 41387 2857 leaf_count=525082 25096 673768 6189 68 146 1292 5977 19386 326 308 489 587 6861 4376 207 133 29 123 186 20 31 99 14535 42 203 675 22 47 41387 2857 internal_value=1.42693e-05 -4.9029e-05 0.000109499 -9.87249e-06 -0.000713078 0.000346735 -0.00131523 -0.00126689 2.83188e-05 -0.00525193 0.000219269 0.000595327 0.000843225 0.00235514 0.00680935 0.00901983 0.0175579 0.0279101 0.00595129 0.00298885 0.000535127 -0.0013238 3.38183e-05 0.000589652 0.0135648 -1.48206e-05 -0.00569822 0.0160438 0.000535569 0.00151279 internal_weight=1.33055e+06 799276 531271 774180 39880 14449 25431 25363 734300 764 14303 13011 12522 5661 1285 1078 285 152 793 607 438 407 733536 59024 245 674512 744 69 58779 17392 internal_count=1330547 799276 531271 774180 39880 14449 25431 25363 734300 764 14303 13011 12522 5661 1285 1078 285 152 793 607 438 407 733536 59024 245 674512 744 69 58779 17392 is_linear=0 shrinkage=0.05 Tree=1018 num_leaves=31 num_cat=1 split_feature=27 13 20 104 18 13 1 73 28 9 13 126 39 36 123 136 64 15 4 39 86 73 131 15 39 11 23 125 21 15 split_gain=3.11865 7.29047 10.871 22.3091 15.1568 17.4278 12.0793 11.7173 13.1735 15.3871 13.5093 14.5053 16.2307 15.8131 10.4848 14.0696 13.9224 12.0025 14.3053 11.7062 11.1708 10.2206 8.81428 9.04554 10.6068 10.7781 12.2286 11.9349 11.4023 13.4306 threshold=264.50000000000006 1.7649999856948855 7.0150001049041757 -0.66583624482154835 10.405000209808351 4.305000066757203 280.50000000000006 0.78285351395607006 1018.3500061035157 3.9500000476837163 2.4550000429153447 0.11319890245795251 11.750000000000002 11.150000095367433 0.21643137186765674 0 16.494999885559086 2.435000061988831 11.650000095367433 11.250000000000002 0.87303933501243602 0.87117493152618419 138.50000000000003 1.985000014305115 9.5500001907348651 13.84999990463257 7.3250000476837167 -0.99687939882278431 7.9949998855590829 4.1949999332427987 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 14 -4 5 6 7 8 22 -10 11 12 13 -11 -3 -16 17 -17 20 -20 -19 -7 23 -5 -25 26 -26 -27 -28 -30 right_child=-2 2 3 4 -6 21 -8 -9 9 10 -12 -13 -14 -15 15 16 -18 18 19 -21 -22 -23 -24 24 25 27 28 -29 29 -31 leaf_value=5.3882655305933888e-06 5.7317797260844725e-05 -0.00070463841510196761 -0.0016722964027133123 -0.0012436735991665511 0.00016353971332522591 -0.0048897135330974104 -0.0016166701414156118 -0.00037593183081796085 -0.00065231286491074702 0.032950796971895867 0.010716764490343323 0.00047747603650870069 0.022768631542851105 0.088259771675802776 -0.00069680380427415332 -0.003819516627250736 0.0040599796075925778 -0.013822147848999093 -0.030633837003903142 0.002766393572811715 0.022245808216658506 0.014479723339900375 0.026736808910399031 -0.0099781660659303256 0.012729088129261271 0.018327621750481356 -0.0013225410330967599 0.00066083220173606089 0.0069956869852665637 0.041833803376981192 leaf_weight=255198 1002804 23761 13481 533 20468 855 794 812 145 28 242 35 82 24 4255 2694 405 887 29 275 22 74 46 101 937 107 389 897 132 35 leaf_count=255198 1002804 23761 13481 533 20468 855 794 812 145 28 242 35 82 24 4255 2694 405 887 29 275 22 74 46 101 937 107 389 897 132 35 internal_value=1.35558e-05 -0.000120344 -0.000562643 -1.38793e-05 0.000822339 0.00297363 0.00407341 0.00506745 0.00625149 0.0133516 0.0182921 0.0291396 0.036626 0.058478 -0.00124532 -0.00274493 -0.00475334 -0.0056791 -0.00980912 -0.000419813 -0.0129492 -0.00334683 0.00500892 0.0046897 0.00590698 0.00654951 0.00924334 0.00254365 0.00336897 0.0142971 internal_weight=1.33055e+06 327743 72545 40217 26736 6268 5339 4545 3733 556 411 169 134 52 32328 8567 4312 3907 1213 304 909 929 3177 3131 2598 2497 1493 1004 556 167 internal_count=1330547 327743 72545 40217 26736 6268 5339 4545 3733 556 411 169 134 52 32328 8567 4312 3907 1213 304 909 929 3177 3131 2598 2497 1493 1004 556 167 cat_boundaries=0 1 cat_threshold=5808 is_linear=0 shrinkage=0.05 Tree=1019 num_leaves=31 num_cat=2 split_feature=31 30 112 123 23 12 12 136 6 120 136 126 40 28 96 110 32 28 123 35 14 23 30 11 42 16 27 2 35 120 split_gain=3.01597 9.32376 8.0181 10.0552 12.4423 12.8493 8.8622 8.80289 9.52998 11.1317 8.6065 11.4177 14.4486 25.723 21.7314 13.3768 13.1118 10.71 10.0702 9.14034 8.43095 18.9938 17.7857 12.8885 8.61502 9.08767 8.95098 8.56246 8.34834 11.8323 threshold=1023.2500000000001 1022.9500122070314 -0.98321744799613942 0.64942333102226268 8.7650003433227557 3.495000004768372 2.935000061988831 0 8.2500000000000018 -0.8338540494441985 1 0.97233289480209362 0.15000000223517421 1022.1499938964845 -0.74888357520103443 0.27137514948844915 10.949999809265138 1019.2500000000001 0.1650413200259209 11.84999990463257 2.6650000810623173 9.2150001525878924 1022.4500122070314 5.7500000000000009 5.9500000476837167 18.219999313354496 323.50000000000006 321.50000000000006 11.84999990463257 -0.80382624268531788 decision_type=2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 7 10 6 -6 -5 -2 -9 -10 11 12 -4 14 -14 -15 17 -16 -19 20 21 22 -17 -23 26 -26 27 -22 29 -12 right_child=2 -3 3 4 5 -7 -8 8 9 -11 28 -13 13 15 16 19 -18 18 -20 -21 24 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=1.1826065331201307e-05 -0.0007750887720246578 -0.00094949319250550398 0.00097190130334545504 -0.0020123290546372641 0.001822866294425829 -0.0056524534358001789 -0.010542403171136437 0.0022189581570496724 0.02684254759155652 -0.0020191541346625602 0.0030100722909781556 -0.00068932623722087584 -0.011647362785325164 -0.0083537789046502203 0.066649607970612132 0.04409047984555664 0.013665117356059556 0.018668746202225413 0.054768659822642812 0.00040566519622107849 0.0038908017648232951 0.020111594832851552 0.0056272172907867492 0.063324678917838773 -0.0013517696878619302 0.025938636460341516 -0.0056012304431599822 0.034999435244297439 0.00084976164440927994 -0.00087000731069747372 leaf_weight=1207606 4475 25761 9856 8361 4282 664 316 13443 34 1921 2123 5672 63 238 20 31 270 85 25 1144 37 80 986 22 653 32 41 55 15877 26374 leaf_count=1207606 4475 25761 9856 8361 4282 664 316 13443 34 1921 2123 5672 63 238 20 31 270 85 25 1144 37 80 986 22 653 32 41 55 15877 26374 internal_value=1.28778e-05 -8.25275e-06 0.000281057 5.07862e-05 -0.00118213 0.000819305 -0.00232298 0.00117682 0.00174346 -0.00151721 0.000314527 0.00119533 0.00198003 0.00460726 0.0156476 0.00306713 0.0199466 0.0329927 0.0268733 0.00394937 0.00604229 0.00886266 0.00679965 0.0294321 0.00218412 -7.68894e-05 0.0138292 0.0224884 -6.90232e-05 -0.000580945 internal_weight=1.33055e+06 1.23337e+06 97180 77307 13623 4946 8677 19873 15398 1955 63684 19310 13638 3782 463 3319 400 130 110 3081 1937 1119 1017 102 818 685 133 92 44374 28497 internal_count=1330547 1233367 97180 77307 13623 4946 8677 19873 15398 1955 63684 19310 13638 3782 463 3319 400 130 110 3081 1937 1119 1017 102 818 685 133 92 44374 28497 cat_boundaries=0 1 2 cat_threshold=3120 529 is_linear=0 shrinkage=0.05 Tree=1020 num_leaves=31 num_cat=2 split_feature=80 113 135 129 39 134 64 136 36 29 122 132 76 11 73 74 8 19 18 136 119 39 36 20 32 75 7 127 79 123 split_gain=3.06749 11.4987 8.83019 12.2198 9.58142 12.8993 7.55643 9.42009 11.3705 10.6264 10.8766 8.57053 8.45648 15.146 8.97004 7.90195 7.89812 8.53437 11.4836 8.71603 9.25998 8.88583 8.4473 8.28671 8.08341 8.00884 9.33761 7.83347 7.82539 7.74063 threshold=309.27616882324224 -0.87878364324569691 1018.1499938964845 330.50000000000006 10.550000190734865 1016.4500122070314 4.1849999427795419 0 8.6500000953674334 1015.3500061035157 -0.14780378341674802 1017.5499877929689 8.7650003433227557 8.5500001907348651 0.75189083814620983 0.51707249879837047 11.750000000000002 7.4149999618530282 14.550000190734865 1 0.90255093574523937 16.349999427795414 16.250000000000004 7.6549999713897714 13.34999990463257 0.78601199388504039 10.84999990463257 -0.49240480363368982 5.8350000381469735 -0.13052122294902799 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 6 5 -5 7 8 -3 11 15 -9 14 28 -8 -11 -15 23 19 21 -21 22 27 24 -18 -20 -27 -19 -14 -29 right_child=1 2 -4 4 -6 -7 12 9 -10 10 -12 -13 13 16 -16 -17 17 18 25 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=2.7300469086030476e-05 -0.0010730139092328768 0.028660568043690278 -0.0027823618197705181 -0.0090980871392077247 0.003521614907788627 0.016249741444286581 0.00033731148609382179 -0.0015966101387614885 0.0008848969011665726 0.00029835187007228899 0.0014486669152730014 0.0095401908621431507 0.0038000543331512164 -0.00067785171434439726 -0.0018085757396419774 -0.0018102121573267936 0.0049864090599681171 0.032011108435246918 0.0064637825792623798 -0.0013039516579788097 0.0055364885028246829 -0.0042427739839797467 0.033274645296235882 -0.016871207978468961 -0.00040757071611210451 0.0042984929891672413 -0.0044940487106991519 0.002100147547646846 0.0010139665075857274 -0.0025373308475453767 leaf_weight=1125773 30831 37 2857 307 3647 60 9697 24116 8861 8889 8168 174 2741 28660 9783 8884 2159 21 1152 12011 516 712 21 52 1024 734 513 6220 31305 1052 leaf_count=1125773 30831 37 2857 307 3647 60 9697 24116 8861 8889 8168 174 2741 28660 9783 8884 2159 21 1152 12011 516 712 21 52 1024 734 513 6220 31305 1052 internal_value=-5.10688e-06 -0.000182897 -2.55153e-05 2.04064e-05 0.00274669 -0.00495403 -4.49259e-05 -0.000499577 0.000999272 -0.000765132 -6.15691e-05 -0.00151683 0.000203135 0.000409894 -0.000740369 -0.000755634 -0.000104317 0.000523381 0.000184506 -0.000197594 -0.00102137 0.00108808 0.00160851 0.00292767 0.00325112 0.00345808 0.000681353 0.00151733 0.00123827 0.00142927 internal_weight=1.33098e+06 205204 174373 171516 4014 367 167502 59129 8898 50231 25941 24290 108373 88893 19480 17773 54847 26187 22952 20553 12527 8026 7314 3235 3183 2399 1247 7293 34046 7272 internal_count=1330977 205204 174373 171516 4014 367 167502 59129 8898 50231 25941 24290 108373 88893 19480 17773 54847 26187 22952 20553 12527 8026 7314 3235 3183 2399 1247 7293 34046 7272 cat_boundaries=0 1 2 cat_threshold=1028 1556 is_linear=0 shrinkage=0.05 Tree=1021 num_leaves=31 num_cat=5 split_feature=14 67 64 13 13 12 38 13 8 136 13 20 136 108 14 127 25 33 104 136 136 14 55 52 76 136 116 121 98 38 split_gain=3.04702 12.9269 22.6618 13.0148 12.2922 11.612 24.614 15.5397 12.1007 17.0878 13.2264 11.5638 12.1331 11.0983 16.6451 10.9631 10.6445 10.5367 10.8523 10.4461 10.2362 10.6937 9.57924 9.57295 8.80005 8.7603 8.31797 16.6764 10.9669 8.36388 threshold=1.544999957084656 10.204999923706056 4.3949999809265146 1.1150000095367434 2.1149998903274541 1.435000002384186 17.250000000000004 1.3049999475479128 10.150000095367433 0 0.95499998331069957 5.2149999141693124 1 0.20814904570579532 1.325000047683716 0.97625884413719188 290.50000000000006 13.150000095367433 -0.87859594821929921 2 3 1.1749999523162844 23.07499980926514 5.5950000286102304 11.875000000000002 4 -0.89490029215812672 0.58068084716796886 -0.53553053736686695 13.550000190734865 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 1 1 2 2 2 2 1 2 2 2 2 left_child=1 4 3 -3 5 8 7 20 16 17 15 12 -9 24 -15 -11 25 18 -10 -8 -7 -22 -5 -4 -13 -1 27 -14 -29 -30 right_child=-2 2 23 22 -6 6 19 11 9 10 -12 13 26 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0017916579872562751 -6.6035657021315893e-05 0.012578320446808032 -0.00013625467497549684 0.003429872160174212 -0.0058592453483023834 -9.8362667476114789e-05 -0.00021813536958561024 0.0025944414879625569 0.014940370680631702 0.0056650287186515895 -0.0010124232250384863 -8.1069053841913396e-05 0.00060666277299204201 0.0031345952986435717 0.00081045667529588213 0.035990676609799266 -0.00055722801262228885 0.0018940194282934747 0.004772058445060407 -0.0034531148119460696 0.0076715356312531072 0.0025885214861058469 0.031467810008795033 0.0028205540052181344 -0.0047865083810834895 8.0339783634458597e-05 -0.0018471039051395069 -0.0087274121606479519 0.042616592662838793 0.010127555578947067 leaf_weight=6370 804662 572 9640 1760 880 1594 5259 2270 309 434 5722 7037 670 9428 42123 32 97169 3988 1740 4752 1717 2604 31 3823 1157 305643 9484 23 52 32 leaf_count=6370 804662 572 9640 1760 880 1594 5259 2270 309 434 5722 7037 670 9428 42123 32 97169 3988 1740 4752 1717 2604 31 3823 1157 305643 9484 23 52 32 internal_value=-4.85154e-06 8.86904e-05 0.00149604 0.00601222 4.50602e-05 5.52558e-05 0.000576952 0.000875822 -5.3937e-05 0.00149616 -0.000352172 0.000674174 -0.000706785 0.000963819 0.00123551 0.00774748 -0.000100249 0.0033857 0.00630549 -0.00175738 0.00333977 0.00459768 0.00391517 0.000703371 -0.000745481 4.20666e-05 -0.00143823 0.00353395 0.0218637 0.0302398 internal_weight=1.33098e+06 526315 15826 2363 510489 509609 88202 78191 421407 12225 6188 72276 12531 59745 51551 466 409182 6037 2049 10011 5915 4321 1791 13463 8194 312013 10261 777 107 84 internal_count=1330977 526315 15826 2363 510489 509609 88202 78191 421407 12225 6188 72276 12531 59745 51551 466 409182 6037 2049 10011 5915 4321 1791 13463 8194 312013 10261 777 107 84 cat_boundaries=0 1 2 3 4 5 cat_threshold=3489 1290 1811 2082 16 is_linear=0 shrinkage=0.05 Tree=1022 num_leaves=31 num_cat=2 split_feature=13 12 20 136 64 7 109 31 8 13 16 32 7 108 32 8 108 135 37 12 14 33 4 18 136 122 114 127 117 37 split_gain=2.85268 15.7745 10.9273 18.2119 16.0485 13.3166 11.4294 9.44073 9.38623 13.3152 9.7327 12.0516 12.4492 10.5204 12.4946 8.82912 8.79534 11.677 8.73946 12.3765 11.5658 8.44934 8.44072 8.12817 17.9988 14.2455 11.6056 10.1413 8.75283 9.53269 threshold=1.3750000000000002 1.3450000286102297 5.3350000381469735 0 4.3250000476837167 7.4500000476837167 0.34820429980754858 1007.1499938964845 9.7500000000000018 1.0549999475479128 10.405000209808351 15.050000190734865 5.8500001430511483 -0.42837981879711146 14.949999809265138 14.550000190734865 -0.20863293856382367 1014.0499877929689 13.650000095367433 2.2649999856948857 1.3550000190734866 14.750000000000002 13.949999809265138 7.4149999618530282 1 -0.95878320932388295 -0.97988739609718312 -0.99353402853012074 -0.97988739609718312 12.949999809265138 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 8 3 16 5 15 7 -7 10 21 11 -1 -13 14 -12 -5 17 -2 20 -20 -3 -10 -6 24 27 26 -26 -4 29 -29 right_child=2 18 23 4 22 6 -8 -9 9 -11 13 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.00074050558224880497 -0.0074883615702017493 0.0029350589881034471 0.011396932442701234 -0.0035029820971347208 0.0017562044600241953 -0.0089295150397711836 -0.0012692064208638901 0.0062292773214103238 0.0058611505643253597 0.00021406538512845527 0.0039201620357752582 -0.00015159710999501251 0.0017774600162161474 0.00010104075264082055 -0.00032986326967442527 0.0013133487212042411 0.00033615242047206487 0.022266934444861754 0.00045378319458657903 -0.034743941791355613 0.00031549753600632763 0.00082716634871828987 0.019364831075072291 -5.3523377001193531e-05 -0.0067402244073407102 0.00021089264055641654 0.00077785116601968322 -0.0077469602492706707 0.0019642243541330919 0.0049464670937883308 leaf_weight=85457 569 10397 276 11671 2451 117 13844 841 2211 7117 3965 44996 10273 213978 3067 1036 27183 35 25210 25 7085 1338 70 791930 1367 46204 822 474 16753 215 leaf_count=85457 569 10397 276 11671 2451 117 13844 841 2211 7117 3965 44996 10273 213978 3067 1036 27183 35 25210 25 7085 1338 70 791930 1367 46204 822 474 16753 215 internal_value=-4.61004e-06 0.000104117 -5.38915e-05 -0.000719225 -0.00157255 -0.00192299 -0.000903717 0.00437794 -2.72009e-07 0.00146158 -4.33757e-05 -0.000368395 0.000206962 0.000163577 0.00206652 -0.00311031 0.000203479 -0.00576413 0.00101417 0.000418913 0.00187342 0.0039633 0.00224514 -9.05964e-06 0.000523562 2.41636e-05 -0.00391708 0.00188649 0.00173708 -0.00378602 internal_weight=1.33098e+06 415119 915858 57817 30030 27509 14802 958 372402 10666 361736 140726 55269 221010 7032 12707 27787 604 42717 25235 17482 3549 2521 858041 66111 48393 2189 17718 17442 689 internal_count=1330977 415119 915858 57817 30030 27509 14802 958 372402 10666 361736 140726 55269 221010 7032 12707 27787 604 42717 25235 17482 3549 2521 858041 66111 48393 2189 17718 17442 689 cat_boundaries=0 1 2 cat_threshold=5419 6678 is_linear=0 shrinkage=0.05 Tree=1023 num_leaves=31 num_cat=1 split_feature=52 20 4 79 109 15 68 135 134 33 14 0 31 28 136 30 93 99 57 36 57 111 17 30 103 53 103 87 34 54 split_gain=2.82186 8.57007 8.0301 15.8326 9.57654 10.7963 15.5084 8.91853 11.9425 19.2741 13.9011 10.7396 10.0249 12.7453 12.119 11.3634 10.1493 9.91651 11.5636 9.66599 9.65446 10.845 10.9597 9.81584 9.95463 9.20854 8.96916 15.5155 17.8016 12.6272 threshold=40.565000534057624 9.3550000190734881 7.4500000476837167 13.434999942779543 -0.33031125366687769 3.245000004768372 299.88941955566412 1009.1499938964845 1011.9500122070314 11.550000190734865 2.7649999856948857 144.50000000000003 1008.2500000000001 1008.4500122070314 0 1010.6499938964845 -0.033525779843330376 -0.94491663575172413 282.73645019531256 12.050000190734865 314.26533508300787 0.4079390168190003 13.344999790191652 1004.7500000000001 -0.62213802337646473 122.12500000000001 0.013206822797656061 0.78960183262825023 12.650000095367433 44.215000152587898 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 -7 11 9 -9 -10 -4 13 14 -13 19 25 18 -11 -14 21 23 -23 -21 -25 -17 -12 28 -28 -30 right_child=1 -3 7 -5 -6 6 -8 8 10 17 26 12 15 -15 -16 16 -18 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 29 -31 leaf_value=-2.1670275321784852e-05 0.0050478364962200685 -0.00025060119118207384 -0.0037159943455469797 0.00041714253723414325 0.002785271337786359 0.013078419730423216 0.057747788691804525 0.046789794219657781 0.014580318324937553 0.0069942765080879057 -0.015007681463036562 0.0070316475860846168 -0.0005983509162371765 -0.010123046663929634 -0.0041100696539135553 0.0072122515715605951 4.766523821473266e-06 -0.0050303764255462541 0.053368288641795519 0.031304725213589048 -0.011973471731878817 0.0099758485256208358 0.035453108062919896 0.034203764796257023 0.0028529782800538195 -0.010102397391901297 -0.0010583436866040937 -0.0035486838118231391 -0.015369079059455544 0.027047342514632255 leaf_weight=1259911 813 35295 1823 9048 4811 260 21 40 194 41 91 354 397 496 731 795 14069 74 20 38 50 92 78 27 407 85 177 576 20 143 leaf_count=1259911 813 35295 1823 9048 4811 260 21 40 194 41 91 354 397 496 731 795 14069 74 20 38 50 92 78 27 407 85 177 576 20 143 internal_value=-4.37954e-06 0.000302163 0.000847573 0.00173151 0.00374546 0.00796799 0.0164167 0.000212666 0.00410275 0.0163056 0.00232465 -6.26525e-05 0.000315351 -0.00348328 -0.000447965 0.000689814 0.000330597 0.00727321 0.0221989 0.00562089 0.00918886 0.010837 0.0216654 0.00693696 0.00480337 0.00553981 -3.64244e-05 0.00145089 0.00992077 0.0218429 internal_weight=1.33098e+06 71066 35771 14953 5905 1094 281 20818 1376 175 1201 19442 17619 1581 1085 16038 14949 135 61 1089 692 642 170 472 434 880 1007 916 340 163 internal_count=1330977 71066 35771 14953 5905 1094 281 20818 1376 175 1201 19442 17619 1581 1085 16038 14949 135 61 1089 692 642 170 472 434 880 1007 916 340 163 cat_boundaries=0 1 cat_threshold=1108 is_linear=0 shrinkage=0.05 Tree=1024 num_leaves=31 num_cat=2 split_feature=80 114 135 129 64 30 35 39 111 54 97 8 136 52 104 34 136 8 77 75 29 64 8 29 124 40 107 18 83 77 split_gain=2.76138 11.0419 9.22129 10.5053 8.135 8.91479 9.14478 8.8696 9.50716 7.95943 7.83861 8.30862 7.67276 10.5411 7.53566 7.63058 7.19485 8.78174 14.1642 13.919 13.184 12.304 7.56672 7.46783 8.98614 7.15427 8.26659 7.14459 6.89101 6.78199 threshold=309.27616882324224 -0.85260769724845875 1018.5499877929689 331.50000000000006 3.6750000715255742 1015.3500061035157 11.750000000000002 11.750000000000002 0.95421853661537182 40.344999313354499 -0.6784536838531493 16.050000190734867 0 0.95499998331069957 -0.25829999148845667 11.449999809265138 1 9.7500000000000018 15.315000057220461 0.71806082129478466 1013.5499877929689 20.615000724792484 5.6499998569488534 1020.3500061035157 0.36648726463317877 10.34999990463257 -0.71527698636054982 18.219999313354496 312.64617919921881 14.425000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 16 3 4 5 14 9 8 -8 12 11 -6 13 -7 -3 -16 17 -2 19 -19 -21 -22 -18 -24 -25 26 27 -20 -26 -13 right_child=1 2 -4 -5 10 6 7 -9 -10 -11 -12 29 -14 -15 15 -17 22 18 25 20 21 -23 23 24 28 -27 -28 -29 -30 -31 leaf_value=2.6588423621478584e-05 -0.00060203178821992059 -0.0010651776038189498 -0.0031437468090349148 0.0027051272461197907 0.00043004503977890049 -0.0025162556127997227 0.0025743752495249201 0.00039493622117778044 0.012851904724002557 0.030235298098996284 -0.00034378560539532604 0.025149765139555233 -0.0034758271480996548 0.0019303331878820407 -0.019645054789609276 -0.0041675387805638273 -0.00023689389776528286 0.0025427383459807004 0.0014805901631829933 0.041022495799786285 0.017158044429335252 -0.003299892643539637 -0.0025403176568422146 -0.0058169522425147195 -0.0013239410770899567 0.028082480400123379 -0.0054201713768812759 0.029678023266403571 0.0024088606232598956 0.0027097064546145228 leaf_weight=1125773 8372 25081 2286 3653 66029 2597 1431 16461 267 20 37126 34 2769 2738 100 391 10548 607 965 42 263 102 13563 670 2758 22 571 23 2241 3474 leaf_count=1125773 8372 25081 2286 3653 66029 2597 1431 16461 267 20 37126 34 2769 2738 100 391 10548 607 965 42 263 102 13563 670 2758 22 571 23 2241 3474 internal_value=-4.15947e-06 -0.000172846 9.71997e-06 5.4172e-05 -6.9185e-06 -0.000520632 0.000126026 0.000749845 0.00419045 -0.00126835 0.000242827 0.000556021 -0.0013461 -0.000233763 -0.00118527 -0.00731978 -0.000909692 0.000185516 0.00272702 0.00733961 0.0144937 0.011441 -0.00131264 -0.00190333 -0.000379349 -0.000231334 -0.000630888 0.00213701 0.000349435 0.0029272 internal_weight=1.33098e+06 205204 164457 162171 158518 51855 26283 18159 1698 8124 106663 69537 8104 5335 25572 491 40747 10967 2595 1014 407 365 29780 19232 5669 1581 1559 988 4999 3508 internal_count=1330977 205204 164457 162171 158518 51855 26283 18159 1698 8124 106663 69537 8104 5335 25572 491 40747 10967 2595 1014 407 365 29780 19232 5669 1581 1559 988 4999 3508 cat_boundaries=0 1 2 cat_threshold=148 1046 is_linear=0 shrinkage=0.05 Tree=1025 num_leaves=31 num_cat=1 split_feature=119 135 55 84 2 14 136 124 4 35 13 38 4 104 68 8 70 53 84 35 20 7 110 1 28 36 61 40 4 31 split_gain=3.37286 6.87988 9.02954 6.94019 6.11019 5.74847 13.5751 12.8148 14.0233 17.5008 17.1779 12.431 9.79066 8.76075 7.85131 9.86006 9.61934 7.79001 6.61951 6.2739 9.00993 6.18048 8.30273 5.98146 6.6935 5.93833 6.36293 5.82488 8.4104 7.62721 threshold=-0.13052122294902799 1017.9500122070314 4.7850000858306894 0.79603073000907909 144.50000000000003 1.0149999856948855 0 -0.44618082046508784 3.3500000238418584 17.44999980926514 0.84499999880790722 14.449999809265138 7.7500000000000009 -0.86824235320091236 288.70458984375006 8.5500001907348651 291.46505737304693 0.45499999821186071 0.74084681272506725 17.849999427795414 6.0750000476837167 6.2500000000000009 0.29276129603385931 307.50000000000006 1022.2500000000001 15.650000095367433 0.43974068760871893 0.15000000223517421 4.5499999523162851 1019.8500061035157 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 -1 6 7 8 -2 10 11 -10 19 25 21 -16 -17 -18 -13 -9 -21 27 -23 -15 -25 26 -14 29 -29 -8 right_child=5 2 -4 -5 -6 -7 14 12 9 -11 -12 18 13 23 15 16 17 -19 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.00028396243635321069 0.0017693078416588467 0.012980356006600208 -0.0078620034167539311 -0.0033692173105241228 -0.00025867706755298417 3.4295549766462882e-06 -0.0010496522593495127 0.00053564838149076693 0.014184568972501761 0.054959397124392656 0.0050994294932541796 0.054456829535109656 0.033336244920064928 -0.0013072957814721493 0.0015706719810557935 0.0041720926384078427 0.038226428531731166 0.012102522910572589 0.018948242635953995 0.023574142297810696 0.0021249953470211112 0.0043848041931984338 0.00016918899722620322 0.0064079224755229473 0.034093112344651115 -0.0035811536217806861 0.0079150964529253551 -0.00014393853672603848 0.0017474110942198168 0.0010316711157947768 leaf_weight=66499 1190 107 621 165 235923 949185 22239 8991 181 21 745 35 64 298 3477 218 45 78 21 72 153 1841 3195 430 23 25 40 21630 8071 5488 leaf_count=66499 1190 107 621 165 235923 949185 22239 8991 181 21 745 35 64 298 3477 218 45 78 21 72 153 1841 3195 430 23 25 40 21630 8071 5488 internal_value=-5.7872e-06 -0.000152297 -0.00453452 0.00306242 -0.000139357 3.74513e-05 0.000448455 0.00197407 0.00544004 0.00979515 0.00882931 0.020554 0.00122316 0.00626201 0.000165276 0.0023664 0.0104801 0.02166 0.0411411 0.000742022 0.00898872 3.07624e-05 0.00171028 0.00419437 0.00781357 0.0182992 0.0235589 -0.000116519 0.00037002 -0.000637696 internal_weight=1.33107e+06 303315 893 272 302422 1.02776e+06 78571 12289 2193 1003 982 237 10096 880 66282 3818 341 123 56 9216 225 62464 5036 751 453 129 104 57428 29701 27727 internal_count=1331071 303315 893 272 302422 1027756 78571 12289 2193 1003 982 237 10096 880 66282 3818 341 123 56 9216 225 62464 5036 751 453 129 104 57428 29701 27727 cat_boundaries=0 1 cat_threshold=4871 is_linear=0 shrinkage=0.05 Tree=1026 num_leaves=31 num_cat=1 split_feature=119 135 55 84 16 123 11 32 4 68 38 43 127 98 28 27 35 136 36 20 8 36 35 66 15 20 35 8 108 64 split_gain=3.04401 6.20909 8.14916 6.26353 5.90838 7.82113 13.7437 10.3398 14.627 12.9147 10.4226 9.88416 9.34328 8.07176 8.64222 8.51097 10.8339 9.09293 11.1283 9.08458 8.32337 8.78858 8.01944 7.85003 9.15326 7.79324 8.90759 7.6251 7.43113 7.25671 threshold=-0.13052122294902799 1017.9500122070314 4.7850000858306894 0.79603073000907909 10.405000209808351 -0.061046212911605828 6.5499999523162851 11.550000190734865 5.8500001430511483 259.55514526367193 10.34999990463257 8.4499998092651385 0.53727915883064281 -0.75721788406372059 1023.6499938964845 211.50000000000003 15.150000095367433 0 12.650000095367433 7.0150001049041757 10.949999809265138 11.949999809265138 10.550000190734865 22.32499980926514 1.5850000381469729 6.3350000381469735 11.750000000000002 15.550000190734865 -0.99419188499450672 2.7350000143051152 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 6 -1 8 -7 11 23 -10 22 14 -12 16 17 18 25 -19 21 -17 -13 24 -9 -15 28 -26 -27 -11 right_child=-2 2 -4 -5 -6 7 -8 10 9 29 13 12 -14 15 -16 20 -18 19 -20 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31 leaf_value=-0.00076540113074615064 3.5578743272332385e-05 0.012331338226142401 -0.0074689032584777902 -0.0032007564557716252 1.6457243369250898e-05 -0.00045602941638265361 0.00073473578989923828 -0.00054805820252288857 -0.0050566703956323386 -0.0088679201581755712 -0.0016419745913960381 -0.028207999078387565 0.012396239315069491 0.0019074901944308095 -0.011887070937060103 0.0071324871688776383 -0.0016514475103426513 0.0030340225679774905 0.0037723362427767395 0.010024850506212076 -0.004854083808247478 -0.00074722388960343571 -0.011165589520941578 -0.016490264160727915 0.035093048778602795 0.029910662473941391 -0.011507631122680082 0.0062468242339996831 -0.0017847571259310292 0.0046860626293376293 leaf_weight=36462 1027756 107 621 165 208049 3805 26267 57 3054 124 8420 99 31 357 211 372 1936 1643 1072 648 1193 7259 228 22 63 22 391 36 116 485 leaf_count=36462 1027756 107 621 165 208049 3805 26267 57 3054 124 8420 99 31 357 211 372 1936 1643 1072 648 1193 7259 228 22 63 22 391 36 116 485 internal_value=-5.49784e-06 -0.000144682 -0.00430779 0.0029093 -0.000132389 -0.000460527 -0.000137237 -0.0011014 -0.00267815 -0.0047809 -0.000583314 -0.00597806 -0.0138382 -0.000674073 -0.00189243 2.65509e-05 0.0014487 0.00286125 0.000343718 0.00498957 -0.000970278 -0.0003631 -0.0163252 0.0114704 0.0154135 -0.0038008 -0.00765308 0.0246035 0.00326814 0.0019263 internal_weight=1.33107e+06 303315 893 272 302422 94373 62729 31644 7826 4021 23818 3412 358 23640 8631 15009 6185 4249 1958 2291 8824 7631 327 178 156 886 529 99 138 609 internal_count=1331071 303315 893 272 302422 94373 62729 31644 7826 4021 23818 3412 358 23640 8631 15009 6185 4249 1958 2291 8824 7631 327 178 156 886 529 99 138 609 cat_boundaries=0 1 cat_threshold=2390 is_linear=0 shrinkage=0.05 Tree=1027 num_leaves=31 num_cat=3 split_feature=16 18 30 12 65 17 136 22 36 21 67 23 3 12 63 17 18 136 29 18 14 0 12 120 83 107 136 125 14 114 split_gain=2.76851 17.2662 14.2112 11.7795 12.1974 10.8626 9.97835 10.9141 9.52148 9.38912 9.27048 9.93603 9.13202 8.91556 8.90214 8.78719 8.76642 9.38657 11.0279 8.68693 7.6081 7.38694 10.9938 10.2653 8.52722 7.81845 12.9347 7.92655 7.3632 7.03636 threshold=18.219999313354496 20.524999618530277 1022.7500000000001 4.2349998950958261 21.244999885559086 20.524999618530277 0 6.1549999713897714 12.650000095367433 10.244999885559084 26.884999275207523 9.6549997329711932 224.50000000000003 2.1450001001358037 0.89744225144386303 20.524999618530277 16.335000038146976 1 1020.2500000000001 18.219999313354496 1.8550000190734866 228.50000000000003 2.7549999952316289 -0.16504132002592084 330.42381286621099 -0.93968075513839711 2 -0.89490029215812672 1.7749999761581423 -0.78257837891578663 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 5 3 4 8 19 7 -4 -2 10 11 -9 -5 -7 16 -11 17 18 -10 -1 -8 22 25 -24 -23 26 -19 -28 -27 -25 right_child=2 -3 6 12 -6 13 20 9 14 15 -12 -13 -14 -15 -16 -17 -18 21 -20 -21 -22 24 23 29 -26 28 27 -29 -30 -31 leaf_value=-1.4080975296691817e-05 -0.002978029352716155 0.0086742321598199165 0.031879435677845507 0.0064944387385304546 -0.0064236910699661687 0.0025890950960927193 0.0038733158226702115 -0.0011266346021083593 0.0068742815653455155 0.0075671122468972569 0.016414667131153471 0.025786400901334772 -0.0026284864729861947 0.016558427961040994 0.01744746927304992 0.025702935994282951 -0.001662574542145202 -9.7501311073238403e-05 0.039430367440218106 0.0014172419794862461 -0.0021277872868733718 -0.0011406875385598654 0.045099500240758067 0.015985230865988357 0.027081472618091441 0.0024467146258758364 0.038459361521970659 0.013079544961776424 -0.0050887443346899651 -0.0084366381645966798 leaf_weight=1296582 4731 574 39 859 1139 340 884 724 139 342 99 36 403 172 70 83 6574 213 32 10688 1312 3075 24 121 27 1140 42 115 453 39 leaf_count=1296582 4731 574 39 859 1139 340 884 724 139 342 99 36 403 172 70 83 6574 213 32 10688 1312 3075 24 121 27 1140 42 115 453 39 internal_value=-5.22295e-06 4.27842e-06 -0.00055249 -0.00108796 -0.00141652 4.7308e-07 0.00236846 0.00577815 -0.00107695 0.00503035 0.00202291 0.000148193 0.00358117 0.00728192 -0.000331419 0.0111089 -0.000435181 0.00105354 0.0122503 -2.37874e-06 0.000286652 0.000664177 0.00292004 0.0146064 -0.00089504 0.00182463 0.00837216 0.0186793 0.000303863 0.0100324 internal_weight=1.33107e+06 1.30836e+06 22715 19196 17934 1.30778e+06 3519 1323 16795 1284 859 760 1262 512 12064 425 11994 5420 171 1.30727e+06 2196 5249 2147 184 3102 1963 370 157 1593 160 internal_count=1331071 1308356 22715 19196 17934 1307782 3519 1323 16795 1284 859 760 1262 512 12064 425 11994 5420 171 1307270 2196 5249 2147 184 3102 1963 370 157 1593 160 cat_boundaries=0 1 2 3 cat_threshold=5658 20 3106 is_linear=0 shrinkage=0.05 Tree=1028 num_leaves=31 num_cat=1 split_feature=60 32 29 107 19 105 35 17 57 35 66 136 9 37 25 127 64 121 66 122 53 32 99 39 30 120 20 3 89 52 split_gain=2.73068 7.66765 4.75393 6.88741 6.82219 8.78597 6.05686 5.58574 5.59795 5.36084 5.15839 7.07085 19.6857 6.6284 8.49579 12.624 5.11184 8.24744 4.86839 6.64338 4.69713 4.55703 8.02536 6.74754 7.44399 6.87556 6.50954 7.61632 4.90425 4.48114 threshold=0.90423935651779186 12.250000000000002 1024.7500000000002 -0.98491358757019032 15.405000209808351 -0.99551469087600697 11.449999809265138 18.219999313354496 276.40626525878912 13.250000000000002 48.055000305175788 0 5.5499999523162851 14.050000190734865 293.50000000000006 -0.0087262028828264185 26.875000000000004 -0.98897820711135853 32.414999008178718 -0.76037701964378346 221.75000000000003 8.2500000000000018 -0.96750143170356739 12.250000000000002 1022.4500122070314 -0.91702514886856068 11.204999923706056 308.50000000000006 -0.80068564414978016 66.134998321533217 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 21 7 9 5 -5 -7 10 -9 -4 16 12 -12 -13 -15 -16 18 -18 -3 -20 -10 22 -2 28 25 -25 -27 -28 -24 -1 right_child=1 2 3 4 -6 6 -8 8 20 -11 11 13 -14 14 15 -17 17 -19 19 -21 -22 -23 23 24 -26 26 27 -29 -30 -31 leaf_value=-1.2257355948396273e-05 -0.0053010063024719958 -0.00010245549952779998 0.00036374279297888282 0.038448285692859269 -0.0089456835846270458 0.030410729851573705 0.0013305405403228002 -0.0078655368285641698 0.0059755011377929761 0.032067957801045849 0.047202631691470744 -0.0031328787119432643 0.0035286031811384956 -0.0025555181388130675 0.049013737193308773 0.0087206552262434709 0.01545133970725208 -0.0035447858881089548 0.035766020958544691 0.0049997076447532108 0.022219704646893122 -0.0026751921830670336 -0.0060334016978918943 0.034462079163640739 0.028490915249397116 0.0011479419533819925 0.0038642722240183505 0.041125397570431238 0.0063644529204786755 0.00059647112312273705 leaf_weight=1287520 352 2943 20 21 86 20 171 60 253 40 34 401 107 149 22 167 59 1811 20 143 54 4925 209 20 41 278 32 24 129 30960 leaf_count=1287520 352 2943 20 21 86 20 171 60 253 40 34 401 107 149 22 167 59 1811 20 143 54 4925 209 20 41 278 32 24 129 30960 internal_value=-4.96184e-06 -0.000737806 0.000441326 0.00604418 0.00293229 0.00775071 0.00437559 0.000119003 0.00610282 0.0214999 -0.000256008 0.00327278 0.0131288 0.00119839 0.00637242 0.0134109 -0.00088007 -0.00294544 0.00036341 0.00877472 0.00883279 -0.00202896 0.000904371 0.00388431 0.00832193 0.00598598 0.00428082 0.0198333 -0.00130168 2.03655e-06 internal_weight=1.33107e+06 12591 6581 358 298 212 191 6223 367 60 5856 880 141 739 338 189 4976 1870 3106 163 307 6010 1085 733 395 354 334 56 338 1.31848e+06 internal_count=1331071 12591 6581 358 298 212 191 6223 367 60 5856 880 141 739 338 189 4976 1870 3106 163 307 6010 1085 733 395 354 334 56 338 1318480 cat_boundaries=0 1 cat_threshold=132 is_linear=0 shrinkage=0.05 Tree=1029 num_leaves=31 num_cat=2 split_feature=119 12 20 64 104 112 17 37 136 15 33 30 6 63 99 136 19 33 42 9 28 43 29 27 31 38 40 123 15 28 split_gain=2.73304 5.38189 12.8937 15.4926 14.9216 10.138 10.0916 10.1062 14.487 10.9223 9.9634 24.4875 14.0543 11.8281 10.0282 9.49492 11.5356 10.9155 15.5389 15.0967 18.5543 16.3422 23.69 12.3541 12.2047 18.9139 19.6768 12.1912 11.061 10.8065 threshold=-0.13052122294902799 1.9450000524520876 7.0150001049041757 2.8449999094009404 -0.67557078599929798 -0.41467745602130884 7.4149999618530282 11.650000095367433 0 1.9950000047683718 8.0500001907348651 1004.7500000000001 6.3500001430511483 0.87323489785194408 -0.81928119063377369 1 8.7100000381469744 13.050000190734865 11.650000095367433 9.3499999046325701 1014.4500122070314 12.84999990463257 1019.6499938964845 204.50000000000003 1009.4500122070314 12.250000000000002 8.2500000000000018 -0.3172925859689712 3.1650000810623173 1020.3500061035157 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 10 -3 7 -7 -9 -10 11 12 -4 -13 -12 16 29 18 27 -19 23 -22 28 -21 -25 26 -26 -18 -23 -6 right_child=-2 2 4 -5 15 6 -8 8 9 -11 14 13 -14 -15 -16 -17 17 19 -20 20 21 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-3.8850332367364746e-05 3.4208146537516254e-05 -0.001851852030089726 0.010387625158561961 2.519744962950105e-05 0.0033710180120925999 -0.0087754567867121148 -0.0072213611790785878 -0.0039143481442798648 0.0029712616529566451 0.022193390189693504 -0.0011289968433945859 -6.8694114134731617e-05 0.064044025418563535 0.038341139603982721 -0.0052971058701621714 -0.00070681131742141728 0.0041452826285882398 -2.0877188104811252e-05 -0.0096051839634166743 0.013523221446618761 0.010067209134873141 -0.0059757363716406485 0.075126829415559773 -0.005061095504165029 0.0090228217069717523 -0.00075670824110945882 0.047726083689547602 -0.00055444881615102375 0.032629483570768079 0.013380493427203738 leaf_weight=249562 1027756 9706 23 9428 2270 313 2019 444 195 119 7569 440 26 21 1783 7092 1742 1626 405 242 332 28 25 448 109 302 47 6638 55 306 leaf_count=249562 1027756 9706 23 9428 2270 313 2019 444 195 119 7569 440 26 21 1783 7092 1742 1626 405 242 332 28 25 448 109 302 47 6638 55 306 internal_value=-4.71374e-06 -0.000136597 -0.000590411 -0.00151277 5.97379e-05 -0.00264594 -0.00514024 -0.00121701 0.00190408 0.00993954 -0.00155254 0.00525294 0.0388584 0.00168099 -0.00192367 0.000793584 0.0015231 0.000872383 -3.97778e-05 0.00336564 0.0068332 0.0155631 0.0324581 0.00348723 0.000806531 0.00654604 0.0206834 0.000422512 0.019606 0.00456003 internal_weight=1.33107e+06 303315 53753 22224 31529 12796 3090 1071 758 314 9862 510 49 461 9352 21667 14575 11999 8785 3214 1588 440 108 1148 906 458 156 8380 83 2576 internal_count=1331071 303315 53753 22224 31529 12796 3090 1071 758 314 9862 510 49 461 9352 21667 14575 11999 8785 3214 1588 440 108 1148 906 458 156 8380 83 2576 cat_boundaries=0 1 2 cat_threshold=3857 4568 is_linear=0 shrinkage=0.05 Tree=1030 num_leaves=31 num_cat=1 split_feature=77 136 34 35 103 98 99 87 40 39 95 135 70 124 2 69 3 16 60 34 55 33 67 30 86 80 101 108 71 122 split_gain=3.23277 8.88048 7.44604 12.0766 9.34063 7.25647 6.52278 6.50704 7.60123 12.6914 9.71768 6.50933 7.10127 6.50556 6.23994 7.66516 7.28011 6.56956 6.0426 5.5941 5.86753 7.38175 10.9901 10.4878 8.18549 8.26139 7.49411 6.73988 6.72263 7.82694 threshold=45.454999923706062 0 11.84999990463257 11.050000190734865 0.5450291931629182 -0.98480716347694386 -0.98984718322753895 0.90327838063240062 6.1499998569488534 13.050000190734865 0.28076140582561498 1021.5499877929689 298.23460388183599 0.85260769724845897 312.50000000000006 196.64747619628909 322.50000000000006 8.0099999904632586 0.48249644041061407 17.44999980926514 3.554999947547913 13.250000000000002 5.0050001144409189 1012.1499938964845 0.81362158060073864 330.37348937988287 -0.97220259904861439 -0.9747985005378722 260.99012756347662 -0.63605400919914235 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 14 -4 6 -5 8 11 -10 18 19 -13 -6 15 -2 17 -16 -11 20 -3 22 -22 24 -24 28 -23 -25 -26 -30 right_child=1 7 4 5 13 -7 -8 -9 9 10 -12 12 -14 -15 16 -17 -18 -19 -20 -21 21 26 23 27 25 -27 -28 -29 29 -31 leaf_value=-3.6414728375561314e-07 0.018709599732288293 -0.00095878319208615259 -0.0046746538136018456 0.038702957903773622 -0.024351039201689836 0.0028738697237449874 0.0073910540629488729 -0.0033828089606676073 -0.0089235508675622622 0.033511446123352141 -0.0099881038338375788 -0.027558409409331425 0.0060990044586360457 -0.0037515488412361922 0.0301216317885767 -0.012622479168195547 -0.0066431596957597086 0.0018048482579725907 0.0036892236419150543 -0.021290929172316505 0.012755232864986624 -0.018500772052099029 0.00017402186106824116 -0.012552274681197909 0.00040741610353130643 -0.0059158645554081256 -0.00074787219103604203 0.00042971869050836202 -0.00038969609179074252 0.011718019050813171 leaf_weight=1317243 21 3468 709 29 117 345 39 1428 470 41 39 42 25 57 22 277 356 297 29 29 249 62 674 104 232 115 1443 2586 158 860 leaf_count=1317243 21 3468 709 29 117 345 39 1428 470 41 39 42 25 57 22 277 356 297 29 29 249 62 674 104 232 115 1443 2586 158 860 internal_value=-8.48796e-06 -0.000755611 -0.00361777 -0.00134751 -0.00722224 0.00581628 0.0207447 -0.000213671 0.00021202 -0.00535863 0.010013 0.000533052 -0.0149997 -0.0176029 -0.00438826 -0.0104145 -0.00172778 0.00375773 0.0211565 0.00063733 0.000701235 0.00158924 0.00251693 0.00197784 0.0046824 0.00690851 -0.00147922 -7.21874e-05 0.00808836 0.00983883 internal_weight=1.33157e+06 14323 2269 1386 883 413 68 12054 10626 579 109 10047 67 174 973 298 675 319 70 9980 9951 6483 4978 4729 2039 1365 1505 2690 1250 1018 internal_count=1331566 14323 2269 1386 883 413 68 12054 10626 579 109 10047 67 174 973 298 675 319 70 9980 9951 6483 4978 4729 2039 1365 1505 2690 1250 1018 cat_boundaries=0 1 cat_threshold=4194 is_linear=0 shrinkage=0.05 Tree=1031 num_leaves=31 num_cat=1 split_feature=30 79 77 126 136 30 38 99 87 40 41 39 20 119 120 135 70 34 103 35 53 108 124 61 28 30 2 111 123 96 split_gain=3.17211 5.72191 2.90987 8.19133 8.81517 7.86889 5.82885 6.9972 5.80736 6.50863 13.5403 9.54777 9.66132 6.71527 6.15481 5.80138 6.4089 5.60383 9.75729 8.01843 9.71847 6.65693 6.43555 5.90501 5.8858 9.55264 6.42993 8.38043 5.86491 5.85322 threshold=1035.549987792969 10.444999694824221 45.454999923706062 -0.99961927533149708 0 1001.8500061035157 10.750000000000002 -0.98192408680915821 0.90327838063240062 6.7500000000000009 8.3499999046325701 13.150000095367433 6.3550000190734872 -0.62249094247817982 -0.30069434642791742 1021.5499877929689 298.23460388183599 11.949999809265138 0.5450291931629182 10.650000095367433 8.1549997329711932 0.81127843260765087 0.85260769724845897 0.42876736819744116 1008.6499938964845 1013.1499938964845 302.50000000000006 0.3220010399818421 -0.68832838535308827 -0.96678361296653736 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 6 5 -5 -4 -8 9 15 -11 13 -13 -12 -14 -6 -17 19 -19 24 21 -21 -20 28 -7 -26 -27 -28 -22 -25 right_child=1 -3 3 4 8 17 7 -9 -10 10 11 12 14 -15 -16 16 -18 18 22 20 23 -23 -24 29 25 26 27 -29 -30 -31 leaf_value=-1.2937379413924609e-06 0.00096594829084219571 0.019857608690186421 -0.0040667206839619515 -0.018438583627964061 0.00051257647049424875 0.012401099726594112 0.043952559524526202 0.0096390946314502991 -0.0032707758256206396 -0.01731697721478679 -0.018694874723083701 -0.016902393456548453 0.043066490037987633 -0.00021814245066149068 0.01216103667203261 -0.026180488814134151 0.00579405452683568 -0.0037348629676196123 -0.025507867588823171 -0.0058352831402304853 0.04422975993630561 0.023418275333408799 -0.0040110220779078429 0.021041726235395158 -0.016473539973376319 -0.028556310928062253 0.028663834912533111 -0.0028322175973395742 0.0084891001616294193 0.0027187735875937123 leaf_weight=1317046 141 56 30 87 9967 48 24 39 1424 162 65 20 24 202 49 42 25 620 98 263 22 21 54 54 160 23 22 528 24 226 leaf_count=1317046 141 56 30 87 9967 48 24 39 1424 162 65 20 24 202 49 42 25 620 98 263 22 21 54 54 160 23 22 528 24 226 internal_value=-8.06357e-06 0.00633617 -9.00231e-06 -0.00071783 -0.000814495 -0.00367861 0.014073 0.0227109 -0.000273278 0.000130824 -0.00531253 8.9464e-05 0.0138864 -0.00471622 0.0223217 0.000414004 -0.0142497 -0.00310194 -0.00651811 -0.00120598 0.0030895 -0.00367217 -0.0178708 0.00898003 -0.00456097 -0.00567172 -0.0026555 -0.00157238 0.0255825 0.00625249 internal_weight=1.33157e+06 197 1.33137e+06 14323 14230 2250 93 63 11980 10556 522 360 93 267 73 10034 67 2163 772 1391 610 284 152 326 781 733 573 550 46 280 internal_count=1331566 197 1331369 14323 14230 2250 93 63 11980 10556 522 360 93 267 73 10034 67 2163 772 1391 610 284 152 326 781 733 573 550 46 280 cat_boundaries=0 1 cat_threshold=4194 is_linear=0 shrinkage=0.05 Tree=1032 num_leaves=31 num_cat=1 split_feature=30 105 43 32 38 64 97 41 40 9 13 25 40 21 32 43 25 23 65 5 28 64 30 9 14 30 126 6 125 136 split_gain=2.86283 5.39416 2.87558 13.313 9.37535 20.8744 15.7396 13.0817 9.63652 13.7475 18.785 20.9731 12.467 16.3723 14.2181 20.4878 10.964 10.2936 10.0488 9.91389 9.46468 12.7124 9.37647 8.8198 8.64598 8.50703 11.1173 13.3247 11.5247 8.32674 threshold=1035.549987792969 -0.93125855922698964 10.150000095367433 9.6500000953674334 10.949999809265138 15.614999771118166 -0.97256204485893238 9.8499999046325701 6.2500000000000009 5.8500001430511483 3.7050000429153447 287.50000000000006 10.449999809265138 7.2950000762939462 15.84999990463257 11.449999809265138 286.50000000000006 8.5150003433227557 6.5750000476837167 15.150000095367433 1016.9500122070314 19.224999427795414 1000.4500122070314 7.9500000476837167 2.6650000810623173 1008.1499938964845 0.62249094247818004 10.250000000000002 -0.90255093574523915 0 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=2 -2 -1 -4 5 7 -7 25 9 10 -6 -12 13 14 15 18 24 -11 -10 20 -15 29 -9 -18 -17 -5 27 -27 -29 -22 right_child=1 -3 3 4 8 6 -8 22 12 17 11 -13 -14 19 -16 16 23 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-5.0958240392505451e-05 0.01983531801675921 0.0010646691720868494 -0.0057062689648407468 -0.016252342800087319 -2.6242428559590173e-05 0.045384620995644262 0.0098118295716051445 0.034696614919230338 0.0019385698293028237 -0.0046245919576410107 0.070600213222205652 0.001905590048991144 4.1209142524620393e-05 0.0017375543658512918 -0.0028667560133746142 0.0047362539814230237 0.0033282426938306096 0.0034051421430388779 -0.0049668942554728455 -0.025232628805970311 0.0027622421652004053 -0.01108407193772774 0.00042175451914611888 0.012802509556466894 -0.0087167016770099363 0.010347289698419582 0.0038878911129639733 0.067856703768484294 0.01947325192477365 -0.0019203176318411215 leaf_weight=998751 52 145 978 41 4595 34 364 20 9725 3530 20 25 287928 3612 1251 2291 352 450 557 40 1190 327 8660 813 126 259 823 20 32 4555 leaf_count=998751 52 145 978 41 4595 34 364 20 9725 3530 20 25 287928 3612 1251 2291 352 450 557 40 1190 327 8660 813 126 259 823 20 32 4555 internal_value=-7.66039e-06 0.00601936 -8.55219e-06 0.00011878 0.000135958 0.00162436 0.0128507 0.00117097 8.84749e-05 -0.00156072 0.000288591 0.0324365 0.000133928 0.0012087 0.00223832 0.00269897 0.00595545 -0.00371671 0.00156448 -0.000391743 -0.000289137 -0.00149474 0.000500729 0.0099399 0.00403494 0.00612223 0.00693118 0.0149847 0.0380823 -0.000948922 internal_weight=1.33157e+06 197 1.33137e+06 332618 331640 10253 398 9855 321387 8620 4640 45 312767 24839 15115 13864 3582 3980 10282 9724 9684 6072 8680 1165 2417 1175 1134 311 52 5745 internal_count=1331566 197 1331369 332618 331640 10253 398 9855 321387 8620 4640 45 312767 24839 15115 13864 3582 3980 10282 9724 9684 6072 8680 1165 2417 1175 1134 311 52 5745 cat_boundaries=0 1 cat_threshold=4737 is_linear=0 shrinkage=0.05 Tree=1033 num_leaves=31 num_cat=2 split_feature=28 29 30 31 30 17 13 125 34 109 26 67 31 54 17 136 64 99 104 18 5 38 126 32 80 17 8 62 116 136 split_gain=2.80233 10.0844 9.48693 9.72578 10.2612 10.2131 9.08032 8.184 7.25962 10.7302 11.5512 14.3205 10.2277 10.0198 9.39797 10.6865 8.98162 11.5068 8.89307 8.06742 8.1158 7.76705 10.9424 8.36859 8.98613 7.3783 7.0846 7.07637 6.83115 6.74586 threshold=1010.1499938964845 1010.6499938964845 1010.0499877929689 1010.0499877929689 1015.3500061035157 20.524999618530277 3.495000004768372 0.9238443672657014 13.550000190734865 -0.70047318935394276 217.50000000000003 1.2450000047683718 1015.0499877929689 55.980001449584968 9.5450000762939471 0 19.224999427795414 -0.83150109648704518 -0.58013752102851857 13.344999790191652 13.250000000000002 12.550000190734865 -0.9366365075111388 11.949999809265138 294.64784240722662 12.699999809265138 10.650000095367433 0.81471961736679088 -0.98624804615974415 1 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=2 -2 -1 -4 5 7 -6 8 9 10 11 -5 28 -10 -11 16 17 21 27 25 -21 -16 -23 24 -24 -17 -13 -15 -12 -9 right_child=1 -3 3 4 6 -7 -8 29 13 14 12 26 -14 18 15 19 -18 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=3.9471737722471946e-05 -0.0010331057328625051 -1.328788884554814e-05 -0.0011108635374906574 0.048497416229829907 -0.0038307490334699382 0.03379436089843512 -0.035326891110283518 -0.0067192637987347611 0.00075739334770375053 0.001459144945837788 0.020603957280027084 0.020003173685732432 -0.010267406877721453 0.033680094888716539 0.0074085218253398021 0.0030326117988122431 0.0024737589164126701 0.0075075421734889574 9.0922125939389947e-05 -0.0022825975490531375 0.016512668098983985 0.051727650070498732 0.021578763466328383 0.01217906178391462 0.060554192782867527 0.010739779134192926 -0.0011050643261698802 0.0094297858786124462 -0.0010128982191610434 0.0020630084047113979 leaf_weight=148406 24769 1136690 3877 21 492 25 24 489 8179 2492 39 56 358 56 121 1111 520 1060 93 780 62 29 50 146 21 431 137 65 581 386 leaf_count=148406 24769 1136690 3877 21 492 25 24 489 8179 2492 39 56 358 56 121 1111 520 1060 93 780 62 29 50 146 21 431 137 65 581 386 internal_value=-7.27705e-06 -3.50363e-05 0.000182258 0.00115872 0.0016524 0.00185954 -0.00529569 0.00181334 0.0020646 0.00314083 -0.00123611 0.00928612 -0.00353852 0.00103684 0.0039055 0.0053131 0.00805805 0.0101494 0.0117172 0.00302483 -0.000898623 0.01778 0.0228814 0.0190264 0.0331067 0.00518682 0.00501961 0.0206531 0.000346872 -0.00289824 internal_weight=1.33157e+06 1.16146e+06 170107 21701 17824 17308 516 17283 16408 8015 1192 214 978 8393 6823 4331 1947 1427 214 2384 842 367 246 217 71 1542 193 121 620 875 internal_count=1331566 1161459 170107 21701 17824 17308 516 17283 16408 8015 1192 214 978 8393 6823 4331 1947 1427 214 2384 842 367 246 217 71 1542 193 121 620 875 cat_boundaries=0 1 2 cat_threshold=6439 144 is_linear=0 shrinkage=0.05 Tree=1034 num_leaves=31 num_cat=2 split_feature=43 40 6 40 39 136 40 30 28 3 120 11 30 39 32 28 74 29 113 78 68 42 30 136 13 59 67 114 6 40 split_gain=2.82679 11.9116 19.5738 18.3232 13.4782 9.69407 12.8323 13.4301 15.8653 22.1877 17.0301 13.1214 8.56392 36.8847 8.45789 11.9232 8.23285 8.21472 17.4887 7.55629 7.47982 6.99274 6.56469 13.4167 13.3471 7.23559 6.56282 7.45844 6.54264 6.96908 threshold=12.949999809265138 13.050000190734865 7.1499998569488534 6.2500000000000009 11.250000000000002 0 12.550000190734865 1001.8500061035157 1011.7500000000001 312.50000000000006 -0.53727915883064259 10.750000000000002 1000.4500122070314 12.949999809265138 13.750000000000002 1026.2500000000002 0.81793922185897838 1019.5499877929689 -0.95368063449859608 6.9549999237060556 322.43707275390631 14.150000095367433 1014.5499877929689 1 1.9650000333786013 264.19715881347662 3.8249999284744267 -0.8338540494441985 2.4500000476837163 14.34999990463257 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=-1 2 14 17 -5 6 7 -6 9 21 11 -11 13 -3 15 -2 -8 -4 -19 -16 -21 -9 -14 24 25 -24 27 -27 -26 -30 right_child=1 12 3 4 5 -7 16 8 -10 10 -12 -13 22 -15 19 -17 -18 18 -20 20 -22 -23 23 -25 28 26 -28 -29 29 -31 leaf_value=-3.5022709796660458e-05 -0.0010502333083478063 0.067267326770350341 -0.0043352197385539207 -0.010351725307619518 -0.012717567693012266 0.0023421360318367427 0.0026978601629518359 0.0089339204928195436 0.0075545969150944501 0.02378394032961556 0.011707365518782799 0.062809880746187582 -0.00031172344887152054 0.00173012749818506 0.00089089682829131516 0.034246759993645057 0.023323329135775568 0.041881066728233093 -0.0052362497458320664 0.0057699237669147823 0.034949042202661866 0.038172795733606275 -0.0015680690390694363 0.00090786442320290337 -0.0028356487475346549 0.043974384069442755 -0.00076857148759210342 0.0057251890727247189 5.1985842542740089e-05 0.0035579819143016344 leaf_weight=1159031 7677 25 873 147 65 2158 1495 290 1263 35 51 56 81806 152 14132 24 50 31 54 487 23 22 14673 40313 856 25 52 26 2758 2916 leaf_count=1159031 7677 25 873 147 65 2158 1495 290 1263 35 51 56 81806 152 14132 24 50 31 54 487 23 22 14673 40313 856 25 52 26 2758 2916 internal_value=-6.91495e-06 0.000181903 0.00110745 0.00350209 0.00458946 0.00498989 0.00668019 0.00959165 0.0104362 0.0184527 0.0348371 0.0477999 -4.57696e-06 0.0109868 0.000401164 -0.000940231 0.00336535 -0.00289049 0.0119477 0.00110667 0.00708584 0.0109956 -1.81413e-05 0.000371621 -0.000643127 -0.00147537 0.0117306 0.0244748 0.00123907 0.0018538 internal_weight=1.33157e+06 172535 28933 6590 5632 5485 3327 1782 1717 454 142 91 143602 177 22343 7701 1545 958 85 14642 510 312 143425 61619 21306 14776 103 51 6530 5674 internal_count=1331566 172535 28933 6590 5632 5485 3327 1782 1717 454 142 91 143602 177 22343 7701 1545 958 85 14642 510 312 143425 61619 21306 14776 103 51 6530 5674 cat_boundaries=0 1 2 cat_threshold=2846 1744 is_linear=0 shrinkage=0.05 Tree=1035 num_leaves=31 num_cat=0 split_feature=19 14 31 64 65 126 32 28 5 15 123 64 61 7 17 12 53 55 13 115 12 12 31 127 39 19 3 27 108 68 split_gain=3.48981 8.02926 6.45041 5.91847 9.06299 6.97436 6.57219 5.91903 5.62513 4.96387 5.37958 4.4676 4.22035 4.10353 4.04463 6.04838 4.01553 4.00116 3.87186 3.69623 3.68935 3.84128 4.58681 3.63869 5.17416 3.60893 3.55029 3.50936 3.40435 9.72104 threshold=20.524999618530277 4.1349999904632577 1014.3500061035157 12.135000228881838 2.1450001001358037 -0.60873827338218678 13.550000190734865 1020.0499877929689 3.0499999523162846 6.0250000953674325 -0.53727915883064259 10.885000228881838 0.92617094516754161 3.8500000238418584 20.524999618530277 3.6750000715255742 54.385000228881843 11.25500011444092 3.6149998903274541 -0.93038213253021229 3.8850001096725468 2.7949999570846562 1006.8500061035157 0.6755644977092744 11.050000190734865 19.524999618530277 291.50000000000006 319.50000000000006 -0.94244751334190358 264.79531860351568 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=25 2 11 4 5 8 18 13 -4 10 -3 12 14 -6 20 -16 -15 -8 27 -12 21 26 -23 24 -7 28 -2 -5 29 -1 right_child=1 9 3 6 7 23 17 -9 -10 -11 19 -13 -14 16 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00023611944635490889 -0.0017072225093357728 -0.00010090630545508204 0.0017389014854820237 0.0043084145331195155 -0.0029758090532428279 0.017190166690852493 0.035279433168470861 -0.0063304926777246326 0.015466822358866126 -0.014699867359983423 0.0072205564569190351 -0.0088946157563498732 0.021130218037537167 0.0018630222680287496 -0.0042853309949046374 -0.030481738985205693 0.016139057899283164 0.011567086367853426 -0.0049670822079421889 0.017906882083455266 0.017174859340229887 0.0074160899576963856 -0.0122855367668517 0.0043094815066560734 -0.0017425077350076608 -0.010839509386145934 0.0069155450590890682 0.02543123696176779 -5.8098841966973384e-06 -0.002335916866020422 leaf_weight=9579 282 127 126 309 304 38 20 563 183 24 180 222 21 186 269 24 67 161 116 147 32 40 113 652 717 77 207 21 1309798 5959 leaf_count=9579 282 127 126 309 304 38 20 563 183 24 180 222 21 186 269 24 67 161 116 147 32 40 113 652 717 77 207 21 1309798 5959 internal_value=-1.01188e-05 0.0012888 0.00065744 0.00175552 0.000783599 0.00306711 0.00615162 -0.00271507 0.00986903 0.00746109 0.00863259 -0.00248523 -0.00104507 0.000939305 -0.00152664 -0.00643111 0.00564363 0.0141872 0.00289053 0.0120245 0.000605422 -0.000220469 -0.00713478 0.0015733 -0.000789605 -1.51669e-05 0.00194291 0.00565259 -1.4538e-05 -0.000750286 internal_weight=1.33056e+06 5151 4673 3463 2836 1716 627 1120 309 478 454 1210 988 557 967 293 253 181 446 327 674 642 153 1407 755 1.32541e+06 489 330 1.32534e+06 15538 internal_count=1330564 5151 4673 3463 2836 1716 627 1120 309 478 454 1210 988 557 967 293 253 181 446 327 674 642 153 1407 755 1325413 489 330 1325336 15538 is_linear=0 shrinkage=0.05 Tree=1036 num_leaves=31 num_cat=5 split_feature=35 34 136 112 34 20 32 136 136 33 10 14 136 12 109 92 22 136 39 30 15 11 3 22 20 11 114 31 18 122 split_gain=3.36414 11.3711 12.7369 11.0414 10.4198 11.0141 13.9488 20.6292 13.2307 10.808 10.4821 10.0277 20.1922 12.8735 9.26848 9.17968 9.66214 9.24536 8.96487 9.73133 9.11155 8.88229 11.6873 11.9435 12.2845 10.7961 10.7858 9.89921 9.88367 9.16136 threshold=13.449999809265138 14.150000095367433 0 -0.9366365075111388 12.750000000000002 6.6150000095367441 13.250000000000002 1 2 12.34999990463257 15.250000000000002 0.78499999642372142 3 0.89499998092651378 0.82419049739837658 0.57448145747184765 7.9349999427795419 4 10.650000095367433 1021.0499877929689 0.66500002145767223 7.4500000476837167 163.50000000000003 6.7550001144409189 7.4349999427795419 12.250000000000002 -0.96359375119209278 1011.3500061035157 13.344999790191652 0.095842104405164733 decision_type=2 2 1 2 2 2 2 1 1 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 21 11 6 -6 -8 10 -10 -7 12 13 -1 15 16 -4 -18 -14 20 -20 -2 23 25 -25 29 -27 -26 -29 -23 right_child=1 -3 14 -5 5 8 7 -9 9 -11 -12 -13 18 -15 -16 -17 17 -19 19 -21 -22 22 -24 24 27 26 -28 28 -30 -31 leaf_value=0.00035855110236432885 0.0016432284407065405 -4.9790919836331977e-05 0.00082654409034727233 0.00099658288971861213 -0.0016495390373090617 -0.0011684288634707192 0.0018442228344093176 -0.00094251735464558539 0.0028662186105352832 9.3469622355138503e-05 -0.01167115374647962 -1.3547027423386999e-05 -0.0047604240449033233 0.0058125726098388871 -0.00020692966219941399 0.0021870025884646472 -0.0025674616614223024 9.9886865671813393e-05 0.040973065390780168 0.0025883237993760224 0.014782409773788122 0.041844096339561723 0.0036916474233557352 -0.010995855628066542 -0.0035493551207686305 0.06643703945952914 0.024017145528003228 0.027359793514457394 0.0090736369583477132 0.0056430548870497772 leaf_weight=9440 2250 415361 46893 13541 33436 16671 8975 25447 3719 63914 241 605897 83 1222 54343 8625 4270 13486 37 158 324 22 1548 75 93 23 43 108 234 85 leaf_count=9440 2250 415361 46893 13541 33436 16671 8975 25447 3719 63914 241 605897 83 1222 54343 8625 4270 13486 37 158 324 22 1548 75 93 23 43 108 234 85 internal_value=-9.61288e-06 8.35044e-05 0.000463661 0.00170757 -7.74939e-05 -0.00044773 -0.00092218 -0.000215656 -6.69246e-05 0.000245901 -0.00131732 1.3933e-05 0.0014921 0.000982729 0.00028784 0.000654821 0.000450409 -0.000542952 0.0103257 0.0129373 0.0174668 0.00385991 0.00609547 0.0115437 0.00769276 0.0228961 0.0387998 0.0109149 0.0148482 0.0130863 internal_weight=1.33056e+06 561000 145639 18022 769564 152403 67858 34422 84545 67633 16912 617161 11264 10662 127617 73274 64649 17756 602 519 361 4481 2231 683 510 173 66 435 342 107 internal_count=1330564 561000 145639 18022 769564 152403 67858 34422 84545 67633 16912 617161 11264 10662 127617 73274 64649 17756 602 519 361 4481 2231 683 510 173 66 435 342 107 cat_boundaries=0 1 2 3 4 5 cat_threshold=4108 1114 3136 2293 1248 is_linear=0 shrinkage=0.05 Tree=1037 num_leaves=31 num_cat=0 split_feature=52 60 64 28 78 75 63 31 126 28 11 43 4 37 56 4 54 28 77 104 15 26 4 38 12 107 74 33 68 104 split_gain=3.1833 12.9399 11.8596 13.6011 14.4738 14.6242 9.9047 10.1303 10.9884 16.6545 17.0587 19.2548 32.2593 13.8806 12.7559 14.3014 20.5449 12.6896 10.3909 10.1566 9.65132 11.0112 9.33574 10.9958 9.18056 9.05248 11.5529 8.96574 16.1622 14.6426 threshold=5.6849999427795419 0.52308458089828502 3.4750000238418584 1027.549987792969 8.6549997329711932 0.63622745871543895 0.63539534807205211 1017.4500122070314 0.72534674406051647 1019.3500061035157 7.1499998569488534 9.3499999046325701 8.9499998092651385 14.750000000000002 300.92855834960943 4.7500000000000009 17.625000000000004 1016.5499877929689 45.454999923706062 -0.66583624482154835 1.1250000000000002 284.50000000000006 1.5500000119209292 15.650000095367433 4.6349999904632577 -0.79264014959335316 0.80722612142562877 9.8499999046325701 298.24165344238287 -0.71470528841018666 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 -4 5 -5 -3 19 9 10 13 18 -13 20 22 25 17 -17 27 -8 21 -9 -15 -24 -10 -16 -27 28 -12 -30 right_child=1 6 3 4 -6 -7 7 8 24 -11 11 12 -14 14 15 16 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=-5.2295118792448676e-05 -0.00040053909511832445 -0.00048178686659479516 0.0010278771258689105 -0.0039277820253056268 0.0020426338292510505 0.024828327134419334 4.8734931894753704e-05 0.0016727528219241143 6.7626759571837644e-05 0.00035715196556388817 0.00589981454811389 0.0097825235501606614 0.076075420513749131 -0.0017353897592341568 -0.00041919343011455372 0.080599510648753495 0.011654989989091841 0.028453654629577486 -0.0099068286966519006 -0.0014151259510400396 0.00012804475010812447 0.023513809531240871 0.0089949059454919478 0.00099388882156358957 -0.0050975422647421839 -0.0013743709481280784 0.018007164173242676 0.0040824599311015397 0.016422162885128551 0.05445400086395881 leaf_weight=1014553 17220 83689 51033 58 341 186 63952 147 38391 28693 381 69 25 890 287 20 124 28 121 14544 8990 95 775 963 880 115 232 3629 99 34 leaf_count=1014553 17220 83689 51033 58 341 186 63952 147 38391 28693 381 69 25 890 287 20 124 28 121 14544 8990 95 775 963 880 115 232 3629 99 34 internal_value=-9.13282e-06 0.00012944 0.000735715 0.00111477 0.00869538 0.0179929 -3.94088e-05 0.000187049 0.000565308 0.00109224 0.00233119 0.00502948 0.0274136 0.00140279 0.00411674 0.00961937 0.0224065 0.0501811 0.00453602 -0.000222494 0.000393287 0.0102467 0.0024291 0.00456166 -4.81164e-05 0.00615032 0.0115839 0.00495783 0.0111382 0.0261446 internal_weight=1.33056e+06 316011 68838 51618 585 244 247173 163484 84988 45717 17024 4358 94 12666 3434 806 172 48 4264 78496 9232 242 2628 1738 39271 634 347 4143 514 133 internal_count=1330564 316011 68838 51618 585 244 247173 163484 84988 45717 17024 4358 94 12666 3434 806 172 48 4264 78496 9232 242 2628 1738 39271 634 347 4143 514 133 is_linear=0 shrinkage=0.05 Tree=1038 num_leaves=31 num_cat=2 split_feature=108 32 67 15 136 103 35 75 31 87 0 52 31 67 101 36 35 0 12 14 76 136 67 28 15 79 128 39 14 18 split_gain=3.04263 11.43 15.5616 15.5118 15.8319 24.5241 20.9334 15.918 15.6302 12.5432 12.4064 10.0862 9.55832 12.8763 13.1568 9.44303 20.6222 11.7012 10.6647 12.5693 8.96708 8.11409 8.34461 17.3028 9.78431 8.9297 8.63333 7.33934 7.32174 7.08918 threshold=-0.9747985005378722 11.150000095367433 15.565000057220461 2.3750000000000004 0 0.12539958208799365 13.250000000000002 0.90321046113967907 1015.8500061035157 0.73457038402557384 115.50000000000001 1.935000002384186 1013.9500122070314 26.884999275207523 -0.67841997742652882 10.650000095367433 12.34999990463257 150.50000000000003 1.3949999809265139 3.5849999189376835 45.674999237060554 1 3.1750000715255742 1002.0499877929689 1.8149999976158144 2.4250000715255742 148.50000000000003 10.84999990463257 2.2150000333786015 18.219999313354496 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 10 15 4 5 6 9 -7 -8 -4 11 -1 -5 14 -14 16 17 -3 -17 21 -16 -20 23 26 -24 28 -23 -25 -26 -12 right_child=-2 2 3 12 -6 7 8 -9 -10 -11 29 -13 13 -15 20 18 -18 -19 19 -21 -22 22 24 27 25 -27 -28 -29 -30 -31 leaf_value=0.03444104932381644 -1.9549033311252876e-06 0.030093079497074262 0.047646033093333248 -0.00093396811022714477 0.0010324798456062317 0.0027877038964735611 0.029526166229144387 0.047912727770480244 0.084719999022139558 -0.0019910941006881853 -0.0065294419039269528 0.0024665688125164687 0.03240775638766101 0.010447285882365841 -0.0023776768332231515 0.002349884123019415 0.048363687528361538 -0.00571355842093058 -0.016807097096519532 0.0062371658546238728 -0.027819457239752939 0.035195959184099644 -0.0081853460450927781 -0.028141850739717485 -0.003204964750236081 -0.0031068086559837126 -0.0022775375030257487 -0.00065139047974320204 0.029168961565010251 0.016224414203315975 leaf_weight=28 1320132 29 20 1791 275 175 23 22 29 35 1559 207 23 496 178 1090 29 107 111 326 43 51 1267 25 31 1523 22 842 40 35 leaf_count=28 1320132 29 20 1791 275 175 23 22 29 35 1559 207 23 496 178 1090 29 107 111 326 43 51 1267 25 31 1523 22 842 40 35 internal_value=-8.67618e-06 -0.00085923 -9.61141e-05 0.00273004 0.010113 0.0177106 0.0375627 0.00782705 0.0603073 0.0160588 -0.00444867 0.00627629 0.0010411 0.00582131 -0.00358231 -0.00169621 0.0100842 0.00192168 -0.00206104 -0.00319551 -0.00732789 -0.00398157 -0.00355346 0.000524331 -0.00490566 -0.00229879 0.0239026 -0.00144408 0.0150339 -0.00602983 internal_weight=1.33056e+06 10432 8603 3110 579 304 107 197 52 55 1829 235 2531 740 244 5493 165 136 5328 4238 221 3912 3801 940 2861 1594 73 867 71 1594 internal_count=1330564 10432 8603 3110 579 304 107 197 52 55 1829 235 2531 740 244 5493 165 136 5328 4238 221 3912 3801 940 2861 1594 73 867 71 1594 cat_boundaries=0 1 2 cat_threshold=848 4 is_linear=0 shrinkage=0.05 Tree=1039 num_leaves=31 num_cat=0 split_feature=19 14 30 62 23 63 111 64 124 19 39 121 12 22 76 31 15 123 65 64 39 125 14 28 39 19 127 31 2 14 split_gain=3.16105 7.22189 5.89905 5.85093 4.94049 6.18226 4.86699 6.48367 6.86874 6.41424 5.98434 5.4477 4.97515 4.45905 4.28699 4.23946 4.16883 4.09146 4.03577 3.85684 3.50944 4.26107 3.4758 3.83417 3.6128 3.25635 3.11464 4.02972 3.44069 3.10458 threshold=20.524999618530277 3.9150000810623173 1014.4500122070314 0.91797557473182689 6.2449998855590829 0.41465462744235998 -0.069915547966957078 21.814999580383304 -0.19936034083366391 22.289999961853031 12.34999990463257 0.50751903653144848 3.495000004768372 9.4349999427795428 13.784999847412111 1026.850036621094 6.0250000953674325 -0.39873388409614557 19.23499965667725 11.654999732971193 12.34999990463257 0.86159634590148937 2.0949999094009404 1026.850036621094 14.550000190734865 19.524999618530277 -0.59480014443397511 1019.9500122070314 156.50000000000003 1.9049999713897707 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=25 2 3 4 5 -2 14 8 9 15 -9 22 -12 -11 19 26 17 18 -3 -4 -19 -22 24 -24 -10 -1 27 28 -8 -29 right_child=1 16 6 -5 -6 -7 7 10 11 13 12 -13 -14 -15 -16 -17 -18 20 -20 -21 21 -23 23 -25 -26 -27 -28 29 -30 -31 leaf_value=-1.2455323029965344e-05 -0.0013899240461315084 0.0061222305721430866 -0.0055737794769346316 0.016172650227005161 -0.0044453096782730425 0.018476035327396608 0.004465961657286458 -9.8685851770500521e-05 -0.0035292143819645955 0.0047229611514402296 0.035493331520325126 -0.0047509721268788763 0.011480184811388412 0.030136636432984639 -0.020072606175735194 0.02044705209823755 -0.013948358533283077 0.0033439529010979071 -0.009744218156852745 0.0069220370392390901 0.011365231933083454 0.031452788723011812 0.0042207124305002229 -0.0085895831415039158 0.0036588730103595973 -0.0102950590558338 0.00067850428748100213 0.016701978894416242 0.025167116528490976 -0.0068184144242587402 leaf_weight=1325336 136 135 219 41 1000 55 34 59 486 28 34 407 59 45 37 39 24 119 57 86 220 30 1009 62 273 77 341 20 49 47 leaf_count=1325336 136 135 219 41 1000 55 34 59 486 28 34 407 59 45 37 39 24 119 57 86 220 30 1009 62 273 77 341 20 49 47 internal_value=-8.2483e-06 0.00122798 0.000557847 -0.0023986 -0.00303792 0.00433064 0.00165033 0.00229621 0.00175774 0.00649387 0.0123571 0.000481079 0.0202592 0.0203889 -0.00400014 0.00458002 0.00645844 0.00733145 0.00141188 -0.00205037 0.0104116 0.0137757 0.00164471 0.00347913 -0.000943776 -1.30527e-05 0.00331971 0.00932404 0.0166871 0.000202599 internal_weight=1.33056e+06 5151 4566 1232 1191 191 3334 2992 2840 603 152 2237 93 73 342 530 585 561 192 305 369 250 1830 1071 759 1.32541e+06 491 150 83 67 internal_count=1330564 5151 4566 1232 1191 191 3334 2992 2840 603 152 2237 93 73 342 530 585 561 192 305 369 250 1830 1071 759 1325413 491 150 83 67 is_linear=0 shrinkage=0.05 Tree=1040 num_leaves=31 num_cat=1 split_feature=52 12 133 115 77 124 127 16 76 96 36 136 38 18 87 79 31 2 104 30 132 30 77 91 21 81 122 31 28 115 split_gain=3.68343 7.99168 9.10508 12.5129 8.64208 10.6261 12.2929 8.55603 8.35355 8.26489 7.97001 11.2878 11.1023 10.129 8.92839 16.1469 10.3873 13.6585 10.6765 14.7823 7.78476 7.65933 7.40963 8.80243 7.05011 6.8742 8.3451 8.21738 6.83347 7.2076 threshold=39.354999542236335 3.1149998903274541 1020.3500061035157 -0.94260558485984791 11.22499990463257 -0.95368063449859608 -0.07845610752701758 13.344999790191652 8.7650003433227557 -0.97042551636695851 14.650000095367433 0 13.34999990463257 17.029999732971195 0.65797504782676708 8.3550000190734881 1019.6499938964845 89.500000000000014 -0.94741216301918019 1012.9500122070314 1020.5499877929689 1028.850036621094 2.4150000810623173 -0.94210940599441517 10.025000095367433 304.90034484863287 0.1650413200259209 1029.1499633789065 1030.350036621094 -0.74892720580101002 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 7 8 5 6 22 -2 24 -10 12 13 -9 14 -12 16 18 -18 19 -16 -5 25 23 -3 -4 27 -27 -7 -6 -30 right_child=1 4 3 20 28 21 -8 10 9 -11 11 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-5.6260231892373108e-06 0.003077298339057058 -0.013648051638156175 -0.0075072116122987037 0.022608645611204382 0.00029061923535084335 -0.0012444567672941615 0.0034036153095895966 0.00087671151965418119 0.013271733418711136 0.045504569955343424 -0.0087484284460753493 0.0011120292250275897 -0.0019271570483815306 0.017597818869275063 0.057664539345673151 -0.0010822992919063859 0.060088941149413592 0.017268254445412849 -0.0014221716312524991 0.011395923292129927 4.3682260103767395e-05 -0.0081299685499408216 -0.011346089059281748 0.032184036377690399 0.021849556935431308 0.0036570660529088479 -0.0056734908203711215 0.022695237455061742 0.0026471020921770318 0.019442374647284547 leaf_weight=1256946 3912 20 39 43 35837 8359 233 11304 37 43 107 4096 5134 188 21 329 25 73 123 97 344 343 616 22 43 1564 283 36 204 93 leaf_count=1256946 3912 20 39 43 35837 8359 233 11304 37 43 107 4096 5134 188 21 329 25 73 123 97 344 343 616 22 43 1564 283 36 204 93 internal_value=1.45007e-05 0.000358376 0.00106414 0.00743479 -2.64209e-05 -0.00122176 -0.00646584 0.00092649 0.0191019 0.0305969 0.000535088 0.0022705 9.92988e-07 0.00711251 0.00466075 0.00680863 0.0144668 0.0281919 0.00888561 0.0196302 0.0025509 -0.000780341 -0.00996064 0.0103592 0.00788719 -0.000534205 0.00222742 -0.0011418 0.000353215 0.00790623 internal_weight=1.33051e+06 73568 25958 549 47610 11476 891 25409 162 80 21497 5059 16438 963 775 668 339 98 241 118 387 10585 658 42 82 10242 1847 8395 36134 297 internal_count=1330514 73568 25958 549 47610 11476 891 25409 162 80 21497 5059 16438 963 775 668 339 98 241 118 387 10585 658 42 82 10242 1847 8395 36134 297 cat_boundaries=0 1 cat_threshold=578 is_linear=0 shrinkage=0.05 Tree=1041 num_leaves=31 num_cat=1 split_feature=52 54 110 92 132 82 63 136 66 4 108 12 28 35 72 7 75 38 122 21 87 80 9 12 131 31 16 104 110 39 split_gain=3.32783 13.7034 12.9854 14.7959 11.3905 9.45489 9.16988 9.02439 8.05962 13.794 18.5268 13.0295 12.8807 10.4173 8.36651 8.20336 7.98625 7.92548 8.53353 7.70081 7.90851 8.36327 8.78825 7.91817 9.32422 8.45378 9.33942 7.53994 13.3863 9.64647 threshold=2.3349999189376835 2.5749999284744267 0.58438482880592357 -0.8304268717765807 1014.5499877929689 230.54531860351565 0.39841017127037054 0 6.3550000190734872 8.1500000953674334 0.95149067044258129 3.6750000715255742 1019.7500000000001 10.250000000000002 0.78018492460250866 13.250000000000002 0.8246130943298341 9.4499998092651385 -0.66259482502937306 5.3550000190734872 0.53971049189567577 303.77677917480474 15.550000190734865 1.8049999475479128 85.500000000000014 1011.6499938964845 8.0099999904632586 -0.97245854139327992 -0.76745969057083119 17.750000000000004 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 -2 7 -6 -7 -5 -1 10 12 14 13 -10 19 17 -16 18 -15 -11 -21 22 23 24 -22 26 -25 28 -9 -30 right_child=1 -3 -4 4 5 6 -8 27 9 11 -12 -13 -14 15 16 -17 -18 -19 -20 20 21 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_value=-2.5357596799036235e-06 -0.00015476352474382959 2.9916901758646795e-05 0.00011596862891358455 0.00069024987750077656 -0.0129474003647273 0.032873238440327072 0.010309454005008241 0.033146928240441617 0.0017801277730238438 0.0034764622657592319 0.0017882153881781872 -0.0044166065993224857 -0.0034240550487406583 0.032099422369280768 0.0036962256113658473 -0.0091008367357202444 0.00058271975997831822 -0.0013645329517256862 0.0038201922259234766 -0.0066984857049180507 0.0047032888411026466 -0.0016401638356206055 0.0078293883976213226 -0.014921278100364989 0.03596705015003681 0.00087409097160130115 -0.0015224306443421399 0.0026371938763588014 0.0049455277688038729 0.030424744937274803 leaf_weight=788600 7059 432015 24563 5301 36 54 271 45 2932 1311 4824 1284 7076 29 3738 338 4587 25688 333 505 518 5040 470 189 25 2528 417 9043 1657 38 leaf_count=788600 7059 432015 24563 5301 36 54 271 45 2932 1311 4824 1284 7076 29 3738 338 4587 25688 333 505 518 5040 470 189 25 2528 417 9043 1657 38 internal_value=1.37761e-05 0.000119021 0.000919873 0.00176 0.00258191 0.0113654 0.0140585 0.00238476 -4.56366e-05 -0.000595341 -0.00112344 0.000460751 -0.00150935 -0.00104727 0.000784764 -0.00136142 0.00198071 -0.001261 0.00608566 -0.000120104 -0.000606597 -0.000271732 0.00139137 0.000568454 0.00614269 -0.000397343 -0.00570128 0.00321418 0.00623132 0.00551674 internal_weight=1.33051e+06 480082 48067 23504 16445 361 325 16084 850432 61832 41220 20612 36396 29320 19328 26388 8325 26050 362 11003 9692 9187 4147 3677 543 3134 606 10783 1740 1695 internal_count=1330514 480082 48067 23504 16445 361 325 16084 850432 61832 41220 20612 36396 29320 19328 26388 8325 26050 362 11003 9692 9187 4147 3677 543 3134 606 10783 1740 1695 cat_boundaries=0 1 cat_threshold=6176 is_linear=0 shrinkage=0.05 Tree=1042 num_leaves=31 num_cat=0 split_feature=52 12 64 55 12 72 20 62 52 135 12 33 39 132 77 64 67 121 84 28 23 103 30 39 30 81 117 78 53 135 split_gain=3.30407 7.77582 7.63674 11.4444 10.6241 7.55819 8.14561 9.40293 6.69113 7.10901 6.47186 6.773 7.94635 7.04703 6.44707 8.99783 8.5387 7.7521 7.84558 7.46314 7.39528 10.922 10.5445 13.1998 7.16569 10.2416 7.59951 9.67963 7.1252 6.81077 threshold=39.354999542236335 2.0749999284744267 10.72499990463257 15.494999885559084 3.1149998903274541 0.58868816494941723 6.8550000190734872 0.72454205155372631 60.885000228881843 1027.4500122070315 2.6550000905990605 14.449999809265138 13.250000000000002 1011.9500122070314 11.22499990463257 19.224999427795414 6.1050000190734872 -0.47714059054851526 0.8854258954524995 1030.350036621094 10.59500026702881 0.18723951280117038 1014.7500000000001 15.34999990463257 1028.850036621094 304.90034484863287 0.46173103153705602 6.0450000762939462 88.034999847412124 1024.549987792969 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 8 -5 7 -7 9 -4 -8 12 -12 -14 16 17 -6 18 -16 20 29 -22 23 -23 25 26 27 -18 -29 -17 right_child=1 2 4 5 14 6 10 -9 -10 -11 11 -13 13 -15 15 19 24 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-5.974574524477103e-06 0.0040321484579416344 0.0023659051060247321 0.00079505755521459159 -0.0069710459940230344 -0.0065848347524359724 0.0010774674820713699 -0.000263175253883748 0.036864954926844301 0.0029248087571100683 0.029908621612758864 -0.0031740700536699328 0.00209365581347767 -0.012644656372372196 0.015179739991071984 0.0050727774619188379 -5.8471251330778275e-05 0.0036013912384067282 0.0008215076680640048 0.017749258328906514 0.0083459640535268036 -0.0014752591804851661 0.0075124247356821204 0.0023898447425650497 0.030058253212987135 -0.0084383001536580526 0.0033324251052046804 -0.0033471676232580422 0.00088112414391913773 -0.0031552737672149002 -0.010703302950818797 leaf_weight=1256946 1398 1554 13788 810 654 50 2299 29 5331 21 922 332 439 24 469 30885 1340 733 165 278 1111 483 1371 75 290 1506 2672 2067 2321 151 leaf_count=1256946 1398 1554 13788 810 654 50 2299 29 5331 21 922 332 439 24 469 30885 1340 733 165 278 1111 483 1371 75 290 1506 2672 2067 2321 151 internal_value=1.30875e-05 0.000338773 0.000267229 -0.00137329 0.000428482 -0.00255794 -0.00168502 0.0142146 0.00142019 0.000839332 -0.00199779 -0.00432038 -0.00585789 -0.0112024 2.09041e-05 0.000345129 -0.00104653 0.00432328 0.00837186 0.000186832 0.000120268 0.00247379 0.00474824 0.0105428 -0.000691286 -0.00046449 -0.00114522 -0.000118059 -0.0012539 -0.000110262 internal_weight=1.33051e+06 73568 72170 6459 65711 4905 4095 79 19140 13809 4016 1717 1385 463 46571 35721 10850 1367 634 34354 34076 3040 1929 558 10196 9906 8400 5728 4388 31036 internal_count=1330514 73568 72170 6459 65711 4905 4095 79 19140 13809 4016 1717 1385 463 46571 35721 10850 1367 634 34354 34076 3040 1929 558 10196 9906 8400 5728 4388 31036 is_linear=0 shrinkage=0.05 Tree=1043 num_leaves=31 num_cat=0 split_feature=52 12 64 55 12 34 37 8 126 84 10 81 37 72 20 62 57 133 128 115 5 35 37 19 55 52 16 32 76 105 split_gain=2.98192 7.01768 6.89216 10.3286 9.58829 7.8197 6.87898 16.5086 19.114 11.6812 11.024 6.97454 8.42271 6.82127 7.35141 8.48615 6.23794 8.02837 12.8585 8.75563 7.68465 7.50703 7.52888 6.21957 9.47764 9.92391 7.44669 7.70554 6.73038 6.71199 threshold=39.354999542236335 2.0749999284744267 10.72499990463257 15.494999885559084 3.1149998903274541 17.44999980926514 16.750000000000004 6.8500001430511483 0.608738273382187 0.82483890652656566 7.1499998569488534 255.76300048828128 17.750000000000004 0.58868816494941723 6.8550000190734872 0.72454205155372631 308.33192443847662 1019.9500122070314 114.50000000000001 -0.94828754663467396 3.9500000476837163 13.050000190734865 13.449999809265138 12.699999809265138 60.104999542236335 58.674999237060554 14.550000190734865 12.550000190734865 2.7150000333786015 -0.98699364066123951 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 5 6 16 11 9 10 -9 -8 -13 -5 15 -15 17 23 20 21 -19 22 -20 26 25 28 27 -4 -25 -27 right_child=1 2 4 13 -6 -7 7 8 -10 -11 -12 12 -14 14 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 29 -28 -29 -30 -31 leaf_value=-5.6758456120853036e-06 0.0038305410199772371 0.002247609910225191 -0.0020176402582553761 -0.006622493727397487 1.9858865875599138e-05 -0.0045708950810440267 -0.026704835011200474 0.026793463933863677 0.0075523849428103269 0.014856706757211326 0.077056201982001471 0.0064406190602290248 -0.0084896519212962537 0.0010235941512510181 -0.001897901568012081 0.035021707428426578 -0.0011411860083200866 0.0046663206531304931 0.02348529089741954 0.0079317476961743814 -0.022868387926266429 0.0067199291990083804 0.060300688374610181 -0.005016220190323069 0.00035400240619515582 0.012882970157692112 -0.0041771451912513916 0.0063464573235366504 0.0023879275627228165 0.0048333214994459878 leaf_weight=1256946 1398 1554 607 810 46571 542 22 20 179 33 24 326 133 50 4016 29 2240 58 41 260 45 34 21 327 5677 304 996 504 4999 1748 leaf_count=1256946 1398 1554 607 810 46571 542 22 20 179 33 24 326 133 50 4016 29 2240 58 41 260 45 34 21 327 5677 304 996 504 4999 1748 internal_value=1.24331e-05 0.000321834 0.000253867 -0.00130463 0.000407058 0.00134918 0.00152171 0.0062556 0.0165131 0.037344 0.0542095 0.000796282 0.00211442 -0.00243005 -0.00160077 0.0135039 0.00132638 0.00168022 0.00819502 0.0126965 -0.00736341 0.0256009 0.035955 0.00148299 0.00188983 0.00307157 -0.00103775 0.00177669 0.00193334 0.00602586 internal_weight=1.33051e+06 73568 72170 6459 65711 19140 18598 737 256 77 44 481 459 4905 4095 79 17861 15621 459 356 103 96 62 15162 13055 7378 2107 1111 5326 2052 internal_count=1330514 73568 72170 6459 65711 19140 18598 737 256 77 44 481 459 4905 4095 79 17861 15621 459 356 103 96 62 15162 13055 7378 2107 1111 5326 2052 is_linear=0 shrinkage=0.05 Tree=1044 num_leaves=31 num_cat=1 split_feature=35 34 34 4 77 31 64 52 11 55 67 86 17 79 80 111 55 65 54 29 104 68 23 87 12 107 28 125 136 30 split_gain=2.9697 12.6527 9.35559 10.8149 12.2335 14.9754 7.46027 12.6315 11.7943 11.1212 11.3971 12.2971 10.1532 9.16115 9.00768 10.7074 10.4836 17.1488 8.79649 11.5448 8.10443 9.83582 9.53549 8.05226 7.76233 7.47902 7.30731 7.18913 7.80856 14.9699 threshold=15.650000095367433 15.84999990463257 15.550000190734865 4.9500000476837167 23.345000267028812 1016.0499877929689 9.3249998092651385 24.644999504089359 1.5500000119209292 17.185000419616703 4.9149999618530282 0.73942774534225475 17.029999732971195 7.9349999427795419 308.70130920410162 0.89226195216178905 8.1949996948242205 4.8849999904632577 58.045000076293952 1012.1499938964845 -0.45140199363231653 275.47810363769537 9.6549997329711932 0.75605440139770519 2.4550000429153447 -0.95877352356910694 1008.2500000000001 -1.0000000180025095e-35 0 1016.4500122070314 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 -1 3 4 -2 -6 7 13 12 10 -9 -12 18 26 -15 24 -17 -18 -8 -20 21 -10 23 -23 -16 -13 -4 28 29 -5 right_child=2 -3 6 27 5 -7 8 9 20 -11 11 25 -14 14 15 16 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.6638605049111916e-06 0.00018888802662642699 -0.0012578162175692676 0.0018939096023569348 0.00249375881409609 0.0058855984826614869 0.042419833903356151 0.00054311957384313913 0.0045338229431949959 0.0017708528002097238 0.00091464718626644518 -0.0009543338597203339 -0.0010110541966489772 0.016917397349286791 0.0024555121236554457 4.8568559995877062e-05 0.0047134826941045982 0.0022777603999260937 0.056782972397437938 0.032066065839372895 0.0053396375962418263 -0.006347460214029094 -0.004275710119069933 -0.004459295619107362 -0.00055232278674351837 -0.0069756305271207221 0.030289626553551191 -4.4487105714215298e-05 0.0031938918608252517 -0.0016116866067183732 0.035791452942279783 leaf_weight=1091114 16431 20312 5026 191 127 36 2975 317 2597 653 56 22 109 8046 7212 353 31 27 47 288 760 1663 2389 11447 416 144 148971 7139 1574 41 leaf_count=1091114 16431 20312 5026 191 127 36 2975 317 2597 653 56 22 109 8046 7212 353 31 27 47 288 760 1663 2389 11447 416 144 148971 7139 1574 41 internal_value=1.18115e-05 -2.13539e-05 0.000180059 0.00107953 0.000324105 0.0139545 6.13716e-05 0.000173319 -0.000799402 0.00530244 0.0106183 0.0193064 0.00190251 0.000137372 0.00127281 8.90688e-05 0.00795039 0.0276509 0.00140807 0.00908932 -0.00128932 -0.00107688 -0.00155405 -0.00102463 -0.000334503 0.0261413 1.87763e-05 0.00248094 -0.000337295 0.00803206 internal_weight=1.33051e+06 1.11143e+06 219088 25539 16594 163 193549 171274 22275 1192 539 222 3419 170082 16085 8039 411 58 3310 335 18856 18096 15499 13110 7628 166 153997 8945 1806 232 internal_count=1330514 1111426 219088 25539 16594 163 193549 171274 22275 1192 539 222 3419 170082 16085 8039 411 58 3310 335 18856 18096 15499 13110 7628 166 153997 8945 1806 232 cat_boundaries=0 1 cat_threshold=1168 is_linear=0 shrinkage=0.05 Tree=1045 num_leaves=31 num_cat=3 split_feature=63 31 64 67 108 76 91 28 95 126 65 7 32 20 67 77 42 38 99 136 67 23 111 60 136 104 11 13 136 53 split_gain=3.24652 9.25225 10.3529 15.0326 16.5544 14.4044 11.0514 9.99118 13.7627 13.6987 12.8845 12.6703 12.4623 16.9857 10.5811 11.8382 11.4667 25.3054 19.5746 10.843 10.8335 12.3666 9.96273 10.7351 9.65577 9.45945 9.61147 9.4478 9.43538 11.4314 threshold=0.61124637722969066 1017.9500122070314 9.3249998092651385 20.375000000000004 -0.036829732358455651 7.2650001049041757 -0.87003391981124867 1020.3500061035157 -0.752781182527542 0.70088258385658275 1.7649999856948855 3.4500000476837163 12.750000000000002 4.9049999713897714 76.634998321533217 7.2049999237060556 6.3500001430511483 12.650000095367433 -0.98822894692420948 0 6.7850000858306894 9.0950002670288104 0.12816257774829867 0.86474883556365978 1 -0.99459451436996449 14.34999990463257 3.9050000905990605 2 6.6649999618530282 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 1 2 left_child=-1 2 3 -2 -5 6 -4 9 10 11 12 -3 -9 -14 15 19 -17 18 -18 -13 -21 -22 24 -24 -11 28 -27 -16 29 -10 right_child=1 7 5 4 -6 -7 -8 8 25 22 -12 14 13 -15 27 16 17 -19 -20 20 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-3.3757072336638411e-05 0.00030177100864803449 0.0007709411164985398 -0.0024252528019262573 0.014070025427918154 0.0025068378330564529 -8.7874909199006507e-05 0.00014299050102619369 0.0041924997322918918 -0.0067327666798050953 0.00075076757855840502 0.0033554221188593228 -0.0012874901288555869 0.072533032298088079 0.020200993127419034 0.022889035889309 0.0011638964371928763 0.077842565849423409 0.0010767550580271217 0.020955665954839317 0.0020493477233623231 0.010132815796663551 0.003361667877429106 0.00086265634043457403 -0.0035042890600930653 -0.0060937651988210405 -0.00028135259726032064 0.0033573124727076897 0.00050014104712509404 0.00024830003529019976 0.0057568922128574682 leaf_weight=1085086 46927 13673 13427 384 1596 69988 6088 74 202 900 552 657 20 69 124 7185 20 172 62 1401 1690 1122 15385 1549 1201 54829 1877 76 3004 1969 leaf_count=1085086 46927 13673 13427 384 1596 69988 6088 74 202 900 552 657 20 69 124 7185 20 172 62 1401 1690 1122 15385 1549 1201 54829 1877 76 3004 1969 internal_value=3.43686e-06 0.000167348 -0.000103161 0.000481833 0.0047494 -0.000422819 -0.00162405 0.000514626 0.000105535 0.00108095 0.00700275 0.001823 0.0193544 0.031961 0.00297296 0.0027876 0.00153299 0.0119736 0.0348305 0.00470403 0.00562808 0.0074311 6.02823e-05 0.0004632 -0.00318722 2.58411e-05 -0.000160911 0.0143813 0.00207221 0.00457373 internal_weight=1.33131e+06 246223 138410 48907 1980 89503 19515 107813 62596 45217 715 26182 163 89 12509 12309 7439 254 82 4870 4213 2812 19035 16934 2101 61881 56706 200 5175 2171 internal_count=1331309 246223 138410 48907 1980 89503 19515 107813 62596 45217 715 26182 163 89 12509 12309 7439 254 82 4870 4213 2812 19035 16934 2101 61881 56706 200 5175 2171 cat_boundaries=0 1 2 3 cat_threshold=4132 6256 5191 is_linear=0 shrinkage=0.05 Tree=1046 num_leaves=31 num_cat=1 split_feature=72 56 64 108 136 22 27 39 39 78 15 39 55 84 71 11 132 135 84 128 105 15 17 54 4 52 60 125 100 70 split_gain=3.15549 8.15931 7.96132 8.18076 13.8565 10.9649 10.6852 10.0236 9.80974 13.5173 9.80384 13.1994 8.09927 19.4164 8.86245 7.98821 7.94971 11.2044 13.0676 8.24893 7.85771 10.4049 7.67476 7.36387 7.25068 7.05649 8.70302 7.28157 6.64225 8.94216 threshold=0.85947054624557506 257.52268981933599 23.875000000000004 0.50281798839569103 0 8.1549997329711932 318.50000000000006 10.949999809265138 14.250000000000002 2.5249999761581425 1.5349999666213991 14.949999809265138 24.755000114440922 0.74592193961143505 287.27465820312506 5.9500000476837167 1020.0499877929689 1020.9500122070314 0.73698708415031444 149.50000000000003 -0.94766682386398304 2.0649999380111699 11.775000095367433 23.974999427795414 7.1499998569488534 4.8550000190734872 0.50983929634094249 0.30069434642791754 0.16947091370821002 288.31164550781256 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 5 7 8 -3 16 -10 11 -11 -9 14 -14 -8 19 18 -18 -7 21 -19 25 -15 -5 27 -27 -4 -24 -30 right_child=1 2 22 24 -6 6 15 12 9 10 -12 -13 13 23 -16 -17 17 20 -20 -21 -22 -23 28 -25 -26 26 -28 -29 29 -31 leaf_value=-2.1167751913131167e-05 -0.00063616855024808245 0.00010255253301847264 -0.0034520706803884611 -0.00061476317488490815 0.00079332649117600104 0.00058004182578307625 0.010607180227616839 0.0063712033436961277 -0.0070116484106695354 0.059443907483364457 0.0091983231778725305 0.0075316676087677477 0.025758214355587505 0.016862325707728405 0.066727650936015626 0.04789129845798016 0.049870906794263474 0.025803120458592056 -0.0012125083733172644 -0.0085832418577220827 -0.0044908006610633582 -0.0010800135876881342 0.0012302806613564885 -0.0017500004746140011 0.0020941545813864103 0.0046856291895715921 0.00095324733942642756 0.00044537230987724765 -0.0020990349107062041 -0.00015508182820665934 leaf_weight=1209485 21578 573 1691 10099 15886 2939 51 1852 121 24 381 25 33 124 22 20 31 71 21 268 139 73 5947 93 3270 1732 15898 4114 7561 27187 leaf_count=1209485 21578 573 1691 10099 15886 2939 51 1852 121 24 381 25 33 124 22 20 31 71 21 268 139 73 5947 93 3270 1732 15898 4114 7561 27187 internal_value=3.26262e-06 0.000245811 0.000435657 0.00102942 0.00160632 0.0034825 0.00187892 0.00597124 0.00154533 0.00775154 0.0119058 0.0329581 0.00755446 0.0156111 0.042146 0.0211097 0.000579878 0.00790894 0.0292411 -0.000185708 0.00398926 0.0121749 0.000101271 0.00888561 4.78265e-05 0.000822063 0.00131992 -0.000689955 -0.000313811 -0.000578077 internal_weight=1.33131e+06 121824 100246 36116 22747 6861 4164 2697 4093 551 430 49 2124 272 55 71 3542 335 52 3207 283 144 64130 217 13369 23435 17630 5805 40695 34748 internal_count=1331309 121824 100246 36116 22747 6861 4164 2697 4093 551 430 49 2124 272 55 71 3542 335 52 3207 283 144 64130 217 13369 23435 17630 5805 40695 34748 cat_boundaries=0 1 cat_threshold=912 is_linear=0 shrinkage=0.05 Tree=1047 num_leaves=31 num_cat=1 split_feature=16 18 17 17 20 22 14 110 20 107 136 108 14 98 30 8 13 14 81 18 39 56 19 31 55 80 23 103 28 23 split_gain=3.0736 16.3706 9.60831 9.42838 9.63663 10.4123 9.45877 12.703 11.7686 9.85871 11.0253 10.3745 9.24659 8.9248 10.6276 8.24132 8.18299 8.08503 7.12758 6.57378 6.44394 8.5106 7.17474 6.60304 6.17618 6.08978 8.77315 6.53029 6.05488 10.3203 threshold=18.219999313354496 20.524999618530277 20.524999618530277 16.335000038146976 9.4749999046325701 7.7149999141693124 2.8249999284744267 0.52899911999702465 9.8550000190734881 -0.90663254261016835 0 0.41811902821064001 1.5149999856948855 -0.94602715969085682 1026.049987792969 15.150000095367433 1.7250000238418581 1.825000047683716 289.18536376953131 18.219999313354496 13.949999809265138 310.13313293457037 9.5450000762939471 1012.3500061035157 5.2950000762939462 238.16359710693362 6.6849999427795419 0.75523707270622265 1015.9500122070314 7.5450000762939462 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 19 4 13 -6 9 8 -8 10 -5 -12 -11 14 25 20 -4 -15 -7 -1 22 -22 -14 -24 -23 26 -2 -27 29 -9 right_child=3 -3 16 6 5 18 7 28 -10 12 11 -13 15 17 -16 -17 -18 -19 -20 -21 21 24 23 -25 -26 27 -28 -29 -30 -31 leaf_value=-3.3734336002213302e-06 -0.00098549639780565602 0.0086297177100518613 0.00049822770373566529 -0.0013480455789249392 0.021751966679382118 0.0061328504945483029 -0.012604651821986435 0.013334459611134412 -0.00044948178752391311 -0.00057087487174553879 0.0096135913094491827 -0.0029458725326953249 -0.011169212476492841 0.00084978616871698965 0.037652935103877738 0.014000953031130709 0.013103716845604373 -0.003591298300119776 -0.0026064900870280201 0.0012393865582397453 -0.0026574198048052258 0.029686793216086665 -0.010158125348769115 -0.003582393229719448 0.0045961740701283629 0.00085286913652016455 0.019388285299970043 0.028430114212361253 0.0044554056631344822 -0.0026525464489939921 leaf_weight=1296638 91 551 256 1655 86 847 276 116 715 3691 553 234 430 2512 23 65 259 1731 322 10729 2013 29 432 3283 159 886 126 22 1801 778 leaf_count=1296638 91 551 256 1655 86 847 276 116 715 3691 553 234 430 2512 23 65 259 1731 322 10729 2013 29 432 3283 159 886 126 22 1801 778 internal_value=3.09979e-06 1.31452e-05 9.51513e-06 -0.000571466 0.00101481 0.00496088 -0.00122103 0.00100571 -0.00383478 -0.00187534 0.000975629 0.0058055 -0.00256452 9.61772e-05 0.00400729 -0.00371232 0.00683769 -0.000962026 0.00372561 6.82536e-06 -0.00389375 -0.00170726 -0.00505478 -0.00434705 0.00846654 0.00331942 0.0108444 0.00152104 0.00278564 -0.00057817 internal_weight=1.33131e+06 1.30843e+06 1.30788e+06 22876 6646 1255 16230 3686 991 12544 2442 787 10102 5391 1148 6411 515 4243 1169 1.30737e+06 6346 2201 4145 3715 188 1125 217 908 2695 894 internal_count=1331309 1308433 1307882 22876 6646 1255 16230 3686 991 12544 2442 787 10102 5391 1148 6411 515 4243 1169 1307367 6346 2201 4145 3715 188 1125 217 908 2695 894 cat_boundaries=0 1 cat_threshold=2289 is_linear=0 shrinkage=0.05 Tree=1048 num_leaves=31 num_cat=1 split_feature=72 92 64 17 67 76 136 31 52 124 66 92 59 20 34 22 87 58 32 82 67 58 60 63 79 31 29 64 67 108 split_gain=2.8415 7.0778 6.56603 7.45355 7.30734 7.09447 6.26851 10.7528 8.21152 7.52693 6.92438 6.87374 8.52713 6.98008 6.49785 8.10696 6.44938 6.3341 6.23955 7.59051 7.79307 6.78828 6.16445 9.60351 8.79665 8.16867 12.3373 9.35613 14.4566 12.8984 threshold=0.85947054624557506 -0.21282938867807386 23.875000000000004 11.775000095367433 83.875000000000014 42.295000076293952 0 1029.4500122070315 25.875000000000004 -0.98321744799613942 19.904999732971195 -0.051102051511406892 251.7445983886719 6.9349999427795419 11.750000000000002 8.6949996948242205 0.76186150312423717 264.17265319824224 9.2500000000000018 238.2216720581055 21.505000114440922 256.78071594238287 0.6911168396472932 0.67566779255867015 1.735000014305115 1017.9500122070314 1010.8500061035157 14.34500026702881 20.625000000000004 0.69387641549110424 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=22 -2 4 -4 5 -3 8 9 18 -8 -9 12 -10 -13 15 -14 -11 -15 21 20 -20 -5 23 -1 -24 27 -27 28 -25 -30 right_child=1 2 3 6 -6 -7 7 10 11 16 -12 13 14 17 -16 -17 -18 -19 19 -21 -22 -23 24 25 -26 26 -28 -29 29 -31 leaf_value=-1.9143859087108068e-05 -0.00060758252658024388 0.00099082593151522441 0.00080531500166738088 0.026693548056521521 0.030426939916131754 -0.0063407110597262888 0.0046359533947790401 -0.0079364253208041198 -0.008807475583765793 -0.0028516852851371132 0.026106980716083517 0.022354947866217511 0.020896993318040458 -0.0048592653893527842 0.014227671998014557 -0.00191288919741055 -0.00067911321521937126 0.00080571433790419813 -0.017536805137325834 -0.001613103070813203 -0.0031267819891337791 0.0016280218090685512 0.0012012631836639913 0.00024997684918650985 -0.00053217819944171565 0.037204586512719594 0.0013372728682752182 -0.0010483557392368115 0.007423487701099591 0.00019671493738985667 leaf_weight=1056177 20768 36224 23792 28 21 333 577 20 81 4379 59 37 49 511 256 190 15532 14353 158 3460 231 765 7947 16223 92583 24 23174 10837 1438 1082 leaf_count=1056177 20768 36224 23792 28 21 333 577 20 81 4379 59 37 49 511 256 190 15532 14353 158 3460 231 765 7947 16223 92583 24 23174 10837 1438 1082 internal_value=2.94429e-06 0.000233109 0.000405879 0.000102319 0.000940981 0.000924043 -0.000308773 -0.00092234 0.000318757 -0.00099378 0.0174884 0.000872123 0.00623157 0.000664953 0.0086925 0.00276361 -0.00115692 0.000610962 -0.00152555 -0.00235761 -0.0089797 0.00251306 -2.02388e-05 1.37478e-05 -0.000395148 0.000671966 0.00137438 0.000121101 0.000797268 0.00432056 internal_weight=1.33131e+06 121824 101056 64478 36578 36557 40686 20567 20119 20488 79 15477 576 14901 495 239 19911 14864 4642 3849 389 793 1.20948e+06 1.10896e+06 100530 52778 23198 29580 18743 2520 internal_count=1331309 121824 101056 64478 36578 36557 40686 20567 20119 20488 79 15477 576 14901 495 239 19911 14864 4642 3849 389 793 1209485 1108955 100530 52778 23198 29580 18743 2520 cat_boundaries=0 1 cat_threshold=4752 is_linear=0 shrinkage=0.05 Tree=1049 num_leaves=31 num_cat=1 split_feature=16 18 79 136 87 104 43 30 17 76 101 33 15 92 52 13 36 123 13 36 40 23 18 22 115 7 15 67 35 22 split_gain=2.78973 14.7802 9.57923 13.4074 12.6333 10.7606 11.5061 16.908 8.66475 8.34306 7.8664 7.7833 8.88274 7.75048 7.43599 7.37738 7.14327 6.84195 7.30742 8.30672 8.4986 11.9259 7.10927 6.66265 7.42865 9.42634 7.81572 6.79233 7.30878 6.43584 threshold=18.219999313354496 20.524999618530277 10.72499990463257 0 0.71931126713752758 -0.92879053950309742 7.6499998569488534 1019.0499877929689 20.524999618530277 14.625000000000002 0.34853397309780126 14.34999990463257 1.6349999904632571 0.56116014719009411 19.765000343322757 1.7250000238418581 9.8499999046325701 -0.49240480363368982 3.4050000905990605 13.650000095367433 0.65000000596046459 8.6750001907348651 17.029999732971195 7.0950000286102304 -0.79332312941551197 9.9499998092651385 2.1350001096725468 12.625000000000002 12.150000095367433 9.3949999809265154 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 5 -4 13 23 -8 -1 10 -6 29 -13 -2 -11 -10 -5 -18 22 20 21 -20 -19 27 26 -26 -25 -7 -29 -9 right_child=2 -3 4 16 9 6 7 11 15 14 -12 12 -14 -15 -16 -17 17 18 19 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=6.3638411597932098e-06 0.0055926282454937621 0.0081997154800292314 -0.013993742799935163 -0.0082289513119926244 -8.3548502758357671e-05 0.0014597350848890955 -0.00065917222413062668 0.0046082264489709446 0.0004738376996101579 -0.0053625749608518817 -0.0068218652079273939 0.0034723975593806246 0.036716974278291063 0.024797465652227402 0.0033070594700646905 0.01244275048778538 -0.002160768340924686 0.0014118899387674903 0.01520870863888002 0.010907956746814308 -0.0077258069944591869 -0.0016143256650030587 -0.0020370051848436661 -0.0026314988746841284 -0.004320012530235875 -0.029432605306068678 0.0035663393379800918 0.00063363933780541024 0.024990897711171814 0.015245161898681945 leaf_weight=1307367 849 551 243 338 693 1117 710 409 256 338 1155 32 54 56 922 259 5626 2750 170 314 195 277 3272 1198 893 39 884 57 67 218 leaf_count=1307367 849 551 243 338 693 1117 710 409 256 338 1155 32 54 56 922 259 5626 2750 170 314 195 277 3272 1198 893 39 884 57 67 218 internal_value=2.79708e-06 1.23674e-05 -0.000544593 -0.000120719 -0.00301435 0.0017149 0.000910449 0.00480255 8.91812e-06 -0.00215592 -0.004295 0.0102413 0.0243469 0.00678099 0.000981396 0.00649316 -0.00105492 -0.000863376 0.000182645 0.0042436 0.000984081 0.0047837 -0.000462036 -0.000391187 -0.00166076 -0.00537086 5.20283e-08 0.00269221 0.0137944 0.00830655 internal_weight=1.33131e+06 1.30843e+06 22876 19525 3351 6583 5678 1423 1.30788e+06 3108 1848 713 86 905 1260 515 12942 12604 6978 956 642 447 6022 4255 3014 932 2082 1241 124 627 internal_count=1331309 1308433 22876 19525 3351 6583 5678 1423 1307882 3108 1848 713 86 905 1260 515 12942 12604 6978 956 642 447 6022 4255 3014 932 2082 1241 124 627 cat_boundaries=0 1 cat_threshold=4886 is_linear=0 shrinkage=0.05 Tree=1050 num_leaves=31 num_cat=1 split_feature=12 41 32 4 31 98 67 114 126 34 11 16 35 3 34 125 39 83 43 10 23 28 14 136 103 30 131 93 28 55 split_gain=4.69208 7.8392 6.99715 9.30767 6.40137 5.89477 6.74139 5.72726 5.61185 6.17451 6.05073 5.5535 5.55199 5.3634 5.17773 8.5732 5.15007 5.72516 5.05434 9.39083 5.27411 4.62063 4.57609 4.42561 5.47447 7.08675 7.56308 7.16282 5.96518 5.51511 threshold=5.305000066757203 2.1499999761581425 8.6500000953674334 7.8500001430511483 1021.6499938964845 -0.96778675913810719 37.965000152587898 -0.026175950653851029 0.96359375119209301 10.949999809265138 20.44999980926514 12.699999809265138 12.84999990463257 179.50000000000003 10.750000000000002 0.41467745602130895 16.650000572204593 294.52413940429693 10.050000190734865 14.84999990463257 7.9049999713897714 1020.7500000000001 4.5650000572204599 0 0.36066928505897528 1005.3500061035157 210.50000000000003 0.22976044565439227 997.54998779296886 57.924999237060554 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=-1 4 3 -3 7 -4 8 16 10 -10 11 -7 -12 18 15 -15 23 -18 19 20 -13 -6 -20 -2 25 26 27 -25 -29 -30 right_child=1 2 5 -5 21 6 -8 -9 9 -11 12 13 -14 14 -16 -17 17 -19 22 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=-4.8627907601926727e-07 -0.0034390947348290515 -0.039188571251703032 0.013046207026961973 -0.0040606414710055109 -0.025003678136272356 -0.016033338095326352 -0.017661588290171826 -0.0077082562778047177 -0.010306888268960099 0.016680833060336089 0.015796144603518771 -0.043188529915135838 -0.0092591835384761619 0.018200201534775168 -0.0035933382855030203 -0.007114576166977399 0.022441678826830219 -0.00048520840739585316 0.0068815306579280231 0.0043604165664874019 -0.016921497235668048 -0.0050593763301415955 -0.0077710438142644198 0.0011910862691781126 0.002741341252626533 -0.0039202385467812769 -0.019287339278629849 0.0037850104762352449 0.0067951494344958554 0.035500848098573366 leaf_weight=1324698 660 33 51 44 32 109 88 220 31 67 67 23 33 79 459 58 56 53 72 48 113 314 205 381 1960 940 35 67 27 44 leaf_count=1324698 660 33 51 44 32 109 88 220 31 67 67 23 33 79 459 58 56 53 72 48 113 314 205 381 1960 940 35 67 27 44 internal_value=-6.99552e-06 -0.00136086 -0.00441483 -0.0191155 -0.000353289 -0.0036617 -0.00424855 0.000156845 -0.00338319 0.0081439 -0.00427549 -0.00528779 0.00752789 -0.00417969 -0.00104727 0.007483 0.000566583 0.0112937 -0.00822941 -0.0146531 -0.0213637 -0.00690394 -0.00396243 0.000282368 0.00100054 -0.00127656 0.00320911 0.00472622 0.0144862 0.0245846 internal_weight=1.33107e+06 6369 1580 77 4789 1503 1452 4443 1364 98 1266 1166 100 1057 596 137 4223 109 461 184 136 346 277 4114 3454 1494 554 519 138 71 internal_count=1331067 6369 1580 77 4789 1503 1452 4443 1364 98 1266 1166 100 1057 596 137 4223 109 461 184 136 346 277 4114 3454 1494 554 519 138 71 cat_boundaries=0 1 cat_threshold=1030 is_linear=0 shrinkage=0.05 Tree=1051 num_leaves=31 num_cat=0 split_feature=12 40 123 98 31 40 5 28 38 39 33 23 123 35 7 43 30 20 4 28 39 83 123 36 52 35 114 75 54 99 split_gain=4.23638 7.30125 6.38733 6.15065 5.86931 5.08013 7.05651 9.23986 5.8162 6.62531 5.95086 4.83082 6.65187 5.07723 6.51701 5.81032 4.78604 5.4975 4.75018 5.48961 4.49116 5.16696 4.50012 5.77637 7.32508 6.28511 7.85665 6.16199 5.51707 8.4444 threshold=5.305000066757203 0.15000000223517421 0.53727915883064281 -0.96778675913810719 1021.6499938964845 7.2500000000000009 8.6500000953674334 1004.1499938964845 11.250000000000002 13.250000000000002 12.150000095367433 10.394999980926515 -0.79332312941551197 12.550000190734865 15.050000190734865 10.34999990463257 1010.5499877929689 8.7750000953674334 15.150000095367433 1003.2500000000001 16.650000572204593 294.52413940429693 0.0087262028828263907 12.84999990463257 83.77500152587892 13.449999809265138 -0.98624804615974415 0.74071189761161815 174.43000030517581 -0.9980994164943694 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -3 20 6 7 -5 -7 11 -11 12 -10 14 15 -14 17 -15 19 -4 22 -22 23 28 25 -25 -27 -26 29 -2 right_child=1 3 18 5 -6 8 -8 -9 9 10 -12 -13 13 16 -16 -17 -18 -19 -20 -21 21 -23 -24 24 27 26 -28 -29 -30 -31 leaf_value=-4.6196429143531743e-07 0.023387173026305986 0.012374397183561491 0.011176110079110254 -0.036772221343761145 -0.0068046121685223539 0.004617026877123862 -0.0032083436158771191 -0.010570543903818393 0.011812916248051737 0.020741113999803718 -0.0013230053475126625 -0.014681088685274166 -0.011334759195354613 -0.024889614053622444 0.016435713754770789 0.0083043161852687005 -0.023515078715648351 0.0022782134696414384 -0.018419426172862158 -0.0066744786684253404 0.02131959483875627 -0.00046094815018323237 0.0035594117674650708 -0.014430505179676201 0.012242237118702821 0.016881922043340152 -0.007973233267252685 -0.0019492643586104992 -0.0030251358498114287 0.0022366931416224964 leaf_weight=1324698 49 54 51 44 277 200 199 143 52 34 302 181 144 27 38 51 73 60 68 277 56 53 897 218 85 43 122 764 528 1279 leaf_count=1324698 49 54 51 44 277 200 199 143 52 34 302 181 144 27 38 51 73 60 68 277 56 53 897 218 85 43 122 764 528 1279 internal_value=-6.64703e-06 -0.00129309 -0.000311699 -0.00421337 0.000239191 -0.00479201 -0.00976173 -0.0167356 -0.00314114 -0.00475407 0.000909673 -0.00779403 -0.00499277 -0.00721643 -0.00250699 -0.00619839 -0.0140745 -0.00615318 -0.00639235 -0.00389893 0.000715774 0.0107291 0.000441885 -0.000463692 -0.00311795 -0.00885813 -0.00149583 -0.000528443 0.00129818 0.00301709 internal_weight=1.33107e+06 6369 4767 1602 4371 1548 386 187 1162 962 336 626 445 393 233 195 160 87 396 328 4094 109 3985 3088 1232 383 165 849 1856 1328 internal_count=1331067 6369 4767 1602 4371 1548 386 187 1162 962 336 626 445 393 233 195 160 87 396 328 4094 109 3985 3088 1232 383 165 849 1856 1328 is_linear=0 shrinkage=0.05 Tree=1052 num_leaves=31 num_cat=0 split_feature=12 40 123 98 31 16 40 5 31 123 38 39 33 43 43 30 35 23 0 22 52 80 61 133 30 129 13 124 29 84 split_gain=3.82333 6.58938 5.76457 5.55096 5.29705 4.99883 4.58482 6.3685 8.25671 5.26392 5.24912 5.97934 5.37065 4.5139 6.13898 5.35072 4.86328 5.42452 4.9335 4.69851 4.33013 5.69953 6.39361 5.35458 6.36634 5.14277 4.51586 5.54173 4.85302 5.31129 threshold=5.305000066757203 0.15000000223517421 0.53727915883064281 -0.96778675913810719 1021.6499938964845 15.405000209808351 7.2500000000000009 8.6500000953674334 1005.9500122070314 -0.3172925859689712 11.250000000000002 13.250000000000002 12.150000095367433 7.0499999523162851 9.6500000953674334 997.54998779296886 12.550000190734865 10.394999980926515 152.50000000000003 10.034999847412111 174.6549987792969 224.0832443237305 0.93781083822250377 1006.300018310547 997.54998779296886 92.500000000000014 4.8650000095367441 0.737249255180359 1007.7500000000001 0.70016759634017955 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=20 2 4 -3 -2 -4 7 8 -5 -10 -8 13 -13 19 -15 -16 17 18 -17 -12 -1 -22 23 24 -23 -25 -26 28 -28 -30 right_child=1 3 5 6 -6 -7 10 -9 9 -11 11 12 -14 14 15 16 -18 -19 -20 -21 21 22 -24 25 26 -27 27 -29 29 -31 leaf_value=-4.4684903557548397e-06 0.00067998561535045281 0.011755677253326954 -0.012824333127930094 -0.031968062568921596 -0.0064643815048005347 -0.0013985447372030268 0.0043861754982499404 -0.0030479263801369864 -0.0017794497755117889 -0.02288540119926135 0.017418716169361557 0.019704058382879287 -0.0012568551428075989 -0.015573755216798144 -0.029926136927679182 0.031464379670267759 -0.0089075539126035174 -0.0081302645981850222 0.0044102297862991689 -0.011672789026804664 -0.0050296783972262633 0.032555161002092069 -0.0048174101580311414 -0.026910000133582135 0.0022142782229827383 -0.0012850885669925785 -0.01080160194542259 0.0011860453451563624 0.019955683591285054 0.0081346434450580828 leaf_weight=1322071 4094 54 162 56 277 234 200 199 86 45 35 34 302 209 20 22 181 64 72 23 258 20 247 22 1144 178 26 255 131 346 leaf_count=1322071 4094 54 162 56 277 234 200 199 86 45 35 34 302 209 20 22 181 64 72 23 258 20 247 22 1144 178 26 255 131 346 internal_value=-6.31468e-06 -0.00122843 -0.000296114 -0.0040027 0.000227231 -0.00607273 -0.00455241 -0.00927364 -0.0158989 -0.00902959 -0.00298408 -0.00451636 0.00086419 -0.00740433 -0.00876107 -0.00479491 -0.00331225 0.00309757 0.0107421 0.00588243 -4.38867e-07 0.00202752 0.0027961 0.00368231 0.00449252 -0.00410383 0.00419743 0.00719048 0.0102345 0.0113811 internal_weight=1.33107e+06 6369 4767 1602 4371 396 1548 386 187 131 1162 962 336 626 568 359 339 158 94 58 1.3247e+06 2627 2369 2122 1922 200 1902 758 503 477 internal_count=1331067 6369 4767 1602 4371 396 1548 386 187 131 1162 962 336 626 568 359 339 158 94 58 1324698 2627 2369 2122 1922 200 1902 758 503 477 is_linear=0 shrinkage=0.05 Tree=1053 num_leaves=31 num_cat=1 split_feature=12 15 40 123 98 75 136 27 97 28 91 72 94 39 25 64 32 4 67 126 7 35 34 38 4 28 36 114 30 52 split_gain=3.45055 6.24414 5.27998 5.0861 4.84631 4.7325 5.95729 7.84297 5.53446 5.30243 5.00305 5.9263 5.5288 4.51382 5.40217 4.67071 4.35367 7.54287 6.31642 4.82083 4.85982 5.28475 4.66012 4.18536 4.16768 4.90292 4.16102 4.06812 3.91109 3.90794 threshold=5.305000066757203 1.6349999904632571 0.15000000223517421 0.53727915883064281 -0.96778675913810719 0.74444565176963817 0 262.50000000000006 -0.9475259780883788 1.0000000180025095e-35 -0.984226495027542 0.89966490864753734 0.21397279947996142 16.650000572204593 301.50000000000006 46.545000076293952 8.6500000953674334 9.6500000953674334 37.965000152587898 0.96359375119209301 15.449999809265138 12.84999990463257 10.949999809265138 10.050000190734865 15.150000095367433 1003.2500000000001 11.34999990463257 -0.74892720580101002 1019.9500122070314 174.6549987792969 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 -2 3 5 -4 6 7 -3 -9 -8 12 -12 -11 15 -15 -7 17 27 19 20 -18 26 -21 -17 25 -5 -22 -6 -10 -1 right_child=1 2 4 24 16 13 9 8 28 10 11 -13 -14 14 -16 23 18 -19 -20 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-4.2450652782801907e-06 -0.023924304504568381 0.0077141706559291871 0.011167893257785451 0.010922468493820406 -0.033348219498428838 -0.0078817953315027337 -0.0060092115634121004 0.011189752134184043 -0.010104210156475335 0.0063586862447361156 0.0048197057225235268 -0.014307343308991267 0.039809001450027741 0.025696632972754103 0.00059541534463842887 -0.011739040253100446 -0.0043090101869142109 0.0037594164344104566 -0.016347659627155571 -0.0071449678997988963 -0.0043861399381421506 -0.0086853721696469512 0.015926109129616704 -0.00030942574831604585 -0.016924448695927446 -0.0059568407694301148 0.022598647708073259 -0.0060529279708862313 -0.031884378831212722 0.0019261441525539561 leaf_weight=1322071 30 94 54 51 43 251 125 27 146 30 1132 42 21 34 58 83 1143 37 88 33 20 36 65 2289 68 275 50 20 24 2627 leaf_count=1322071 30 94 54 51 43 251 125 27 146 30 1132 42 21 34 58 83 1143 37 88 33 20 36 65 2289 68 275 50 20 24 2627 internal_value=-5.99895e-06 -0.00116701 -0.00105931 -0.000224687 -0.00355425 0.000267375 0.00238721 -0.00403051 -0.00983917 0.0037725 0.00480143 0.00413543 0.0201323 -0.0010139 0.00987195 -0.00139571 -0.00407217 -0.0141593 -0.00336923 -0.00252134 -0.00335922 0.00688242 0.00815728 -0.000709366 -0.00566484 -0.00331621 0.0148887 -0.024683 -0.0131791 -4.16923e-07 internal_weight=1.33107e+06 6369 6339 4750 1589 4356 1641 291 197 1350 1225 1174 51 2715 92 2623 1535 100 1435 1347 1249 106 98 2372 394 326 70 63 170 1.3247e+06 internal_count=1331067 6369 6339 4750 1589 4356 1641 291 197 1350 1225 1174 51 2715 92 2623 1535 100 1435 1347 1249 106 98 2372 394 326 70 63 170 1324698 cat_boundaries=0 1 cat_threshold=518 is_linear=0 shrinkage=0.05 Tree=1054 num_leaves=31 num_cat=1 split_feature=14 136 17 108 19 97 29 31 76 41 103 126 123 37 65 43 58 34 26 33 61 41 43 126 7 115 110 15 13 25 split_gain=3.35114 10.9703 10.1114 14.1032 10.8917 12.3723 11.6266 15.3862 9.09887 9.07641 13.6554 10.6197 9.03118 8.91047 8.81633 10.4734 10.3076 12.8732 9.27403 9.00895 9.0433 8.80146 19.6357 12.7522 11.5003 22.3012 8.75744 9.03957 9.12018 8.69604 threshold=2.7649999856948857 0 14.550000190734865 0.54848280549049389 14.550000190734865 -0.96119603514671315 1013.8500061035157 1018.0499877929689 7.2650001049041757 8.7500000000000018 0.64862042665481578 -0.80382624268531788 -0.76037701964378346 12.84999990463257 71.630001068115249 8.0500001907348651 275.98037719726568 5.4500000476837167 297.50000000000006 12.550000190734865 0.72204008698463451 14.449999809265138 13.84999990463257 -0.95368063449859608 9.3499999046325701 -0.96359375119209278 0.81091666221618663 1.5149999856948855 4.2049999237060556 163.50000000000003 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 5 6 7 14 12 10 -6 -12 -8 -5 15 16 -2 -18 -19 20 -16 22 -7 -24 -25 -26 29 -28 -29 -3 right_child=1 26 3 13 9 21 8 -9 -10 -11 11 -13 -14 -15 19 -17 17 18 -20 -21 -22 -23 23 24 25 -27 27 28 -30 -31 leaf_value=3.0620361705342925e-05 0.0026224277900294083 0.013743493604124524 -0.00062779398389663341 0.00059813591812905278 -0.0023031527306831365 -0.00017025717906989037 0.037325821311592504 0.034008971447406638 -4.9204144138239476e-05 -0.003937542722194317 -0.0035078508662892815 0.0020067788466543897 0.006527305904785125 0.0024504610415666244 -0.009968086285118619 -0.0069268588251544493 0.048983867163769901 0.0099616226762517888 -0.0051584750148841911 -0.013682990341303162 0.0066194655608104898 -0.009184295123198882 -0.0085261987039752032 0.0055514185981418848 0.067998107101606295 0.015695992700691212 -0.016357518898855363 -0.0008714530981363891 -0.0032801250357234581 -0.00020541850839443472 leaf_weight=1100440 1175 112 12135 14391 6984 82561 27 43 4783 2848 1072 4703 201 11829 117 169 20 1073 112 126 276 268 83 246 23 179 98 33686 4449 46838 leaf_count=1100440 1175 112 12135 14391 6984 82561 27 43 4783 2848 1072 4703 201 11829 117 169 20 1073 112 126 276 268 83 246 23 179 98 33686 4449 46838 internal_value=-5.699e-06 -0.000178997 8.49243e-05 0.000781541 -0.000164568 4.37076e-05 0.00190654 0.00430746 0.000415973 -0.0013854 -0.000815719 0.000983111 0.0101745 0.0014338 0.00389117 0.00510061 0.00595466 0.00920394 0.00853255 -0.00204884 0.00168119 -0.000137794 -0.000108616 0.00947554 0.0128107 0.0216512 -0.000629561 -0.00119143 -0.00115246 -0.000172143 internal_weight=1.33107e+06 230627 145444 38355 107089 91482 8122 3111 5011 15607 12759 5775 228 26220 3068 2549 2380 1205 1185 519 393 83360 83092 531 448 202 85183 38233 38135 46950 internal_count=1331067 230627 145444 38355 107089 91482 8122 3111 5011 15607 12759 5775 228 26220 3068 2549 2380 1205 1185 519 393 83360 83092 531 448 202 85183 38233 38135 46950 cat_boundaries=0 1 cat_threshold=411 is_linear=0 shrinkage=0.05 Tree=1055 num_leaves=31 num_cat=1 split_feature=35 32 19 15 12 136 28 83 55 38 120 34 39 77 33 108 72 29 31 3 102 36 109 41 13 123 43 40 55 33 split_gain=3.25843 10.9776 9.36563 11.888 12.6822 9.32032 9.04668 7.85879 13.8169 7.83051 7.05703 6.96789 7.2762 7.2893 7.09755 6.55999 6.33228 6.22569 8.59627 12.1524 21.2382 10.4591 9.814 9.71198 15.5924 20.8315 36.0742 11.3053 8.42866 8.17482 threshold=15.650000095367433 16.44999980926514 7.4149999618530282 1.1449999809265139 1.2749999761581423 0 1012.4500122070314 333.58702087402349 7.2249999046325692 17.349999427795414 -0.77159520983695973 16.44999980926514 16.550000190734867 34.965000152587898 17.250000000000004 -0.84033736586570729 0.57291778922081005 1022.5499877929689 1019.5499877929689 1.0000000180025095e-35 -0.13690442591905591 16.750000000000004 0.18154527992010119 12.650000095367433 2.1049998998641972 -0.91702514886856068 13.550000190734865 15.949999809265138 222.34500122070315 15.84999990463257 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 4 10 6 -5 -7 -9 -1 -2 15 14 -14 -13 16 -4 18 28 20 -20 -22 -23 -21 -25 26 -26 -27 -17 -24 right_child=2 -3 11 5 -6 7 -8 8 -10 -11 -12 12 13 -15 -16 17 -18 -19 19 23 21 22 29 24 25 27 -28 -29 -30 -31 leaf_value=-8.5972536916994422e-06 0.0013335178974416206 -0.0016852237642048765 0.0022058382255125265 0.0013156061420890612 -0.0038726112292631746 0.00072601249452237211 0.0048727143289472421 0.0049573315743211849 0.037891557414291635 -0.001096143033380385 -0.00083657580540275576 -0.00055891335802373996 -5.1726014531130604e-05 -0.0071397872630808677 -0.0031774221878301716 0.00039500870280072481 -0.0077634938052930889 -0.0024828015306945735 0.060364308906719094 0.00022873427234214856 0.0026454496988373871 -0.0070541321206837905 0.048581205142129748 0.0018981000277208558 0.09043305302885446 0.0055438851060163191 0.014676368775862184 0.03850789073788162 -0.020565841890493177 0.017802808358379829 leaf_weight=1084179 8790 10050 242 3439 1950 12819 3722 276 36 16808 6529 8316 103118 364 3757 57813 466 1723 20 3657 321 30 28 1283 22 366 55 28 48 94 leaf_count=1084179 8790 10050 242 3439 1950 12819 3722 276 36 16808 6529 8316 103118 364 3757 57813 466 1723 20 3657 321 30 28 1283 22 366 55 28 48 94 internal_value=-5.4497e-06 -4.0216e-05 0.000170677 0.000889426 -7.48146e-05 0.00171002 0.00316004 0.000916146 0.00875743 -2.52001e-05 0.000408618 2.21386e-05 -0.000212178 -7.66584e-05 -0.00137377 0.000431174 -0.0043559 0.000482927 0.000563065 0.00238048 0.00989572 0.00776174 0.0185665 0.00169576 0.00475443 0.0125351 0.0363211 0.0078865 0.00037762 0.0248667 internal_weight=1.33035e+06 1.11104e+06 219312 37561 17269 20292 7161 13131 312 1.10099e+06 15319 181751 115555 103482 12073 66196 708 65488 63765 5904 493 473 152 5411 1754 471 77 394 57861 122 internal_count=1330349 1111037 219312 37561 17269 20292 7161 13131 312 1100987 15319 181751 115555 103482 12073 66196 708 65488 63765 5904 493 473 152 5411 1754 471 77 394 57861 122 cat_boundaries=0 1 cat_threshold=2119 is_linear=0 shrinkage=0.05 Tree=1056 num_leaves=31 num_cat=2 split_feature=52 12 66 19 39 2 28 85 55 5 19 74 33 79 97 26 104 31 136 38 132 67 27 65 95 27 60 30 20 136 split_gain=3.11621 8.62979 11.0908 8.15216 6.97062 9.05258 8.10418 7.64945 8.52325 9.54007 11.8374 8.12791 6.77919 8.45411 6.77894 6.50219 6.48997 6.48292 8.37232 8.58233 6.4792 14.544 6.37567 6.35027 7.83789 6.11857 6.59786 5.87596 6.63364 5.8087 threshold=63.449998855590827 4.1849999427795419 40.114999771118171 12.699999809265138 15.34999990463257 1.0000000180025095e-35 1020.2500000000001 0.87493699789047252 71.194999694824233 7.8500001430511483 15.405000209808351 0.9037892520427705 8.0500001907348651 9.5850000381469744 -0.92300292849540699 308.50000000000006 -0.75416412949562062 1025.850036621094 0 14.250000000000002 1025.4500122070315 54.585000991821296 262.50000000000006 52.225000381469734 -0.38413961231708521 271.50000000000006 0.9261574149131776 1020.1499938964845 7.4149999618530282 1 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 left_child=-1 2 3 -2 7 6 25 15 9 11 14 -9 13 -4 -11 -5 -12 20 -19 -20 -14 -22 -15 24 -3 -6 -27 -17 -29 -26 right_child=1 23 12 4 5 -7 -8 8 -10 10 16 -13 17 22 -16 27 -18 18 19 -21 21 -23 -24 -25 29 26 -28 28 -30 -31 leaf_value=-1.8633052658633702e-05 -0.002478300500584214 0.0071647814250447688 0.024689773432328366 0.00035465585857040243 0.037547089714232998 0.0016460203992504951 -0.0025379303308878227 -0.0017173452484079779 -0.0016589023983428017 0.027542732908789603 0.037069047063899539 0.020009353185328201 0.0015122906990140152 0.028853320496688997 -0.0035522507336693552 -0.0054832984484184943 0.016151147596595205 -0.00084015034170277286 0.010133034337844828 0.037889650632296844 -0.0019953758316114548 0.045498447552219864 0.0044111956272765013 0.00028396880322331843 -0.0014288721696146807 0.0088776798693597277 0.033003783953045644 0.027927115985325407 -0.00052351370299075521 -0.0054547520657243958 leaf_weight=1290450 2308 225 64 11310 23 2391 116 276 376 21 48 51 6262 28 106 985 163 192 274 31 40 27 566 7749 3878 330 31 21 841 1166 leaf_count=1290450 2308 225 64 11310 23 2391 116 276 376 21 48 51 6262 28 106 985 163 192 274 31 40 27 566 7749 3878 330 31 21 841 1166 internal_value=-5.17722e-06 0.000430024 0.000941751 0.000310899 0.000687602 0.00292548 0.00904387 0.000231924 0.00435788 0.00775985 0.0136503 0.00167122 0.00257679 0.00742367 0.00158944 -9.45274e-05 0.0209097 0.00210957 0.00760829 0.012543 0.00167777 0.0171439 0.00556335 -0.000626647 -0.00196587 0.0125425 0.0109495 -0.00284508 0.000169599 -0.00237316 internal_weight=1.33035e+06 39899 26881 19397 17089 2891 500 14198 1041 665 338 327 7484 658 127 13157 211 6826 497 305 6329 67 594 13018 5269 384 361 1847 862 5044 internal_count=1330349 39899 26881 19397 17089 2891 500 14198 1041 665 338 327 7484 658 127 13157 211 6826 497 305 6329 67 594 13018 5269 384 361 1847 862 5044 cat_boundaries=0 1 2 cat_threshold=85 1811 is_linear=0 shrinkage=0.05 Tree=1057 num_leaves=31 num_cat=0 split_feature=19 14 16 111 20 126 94 4 16 15 37 12 64 28 5 12 79 23 31 29 21 12 39 36 35 34 120 19 15 12 split_gain=2.9765 7.52599 6.07715 6.85148 4.84933 4.27136 7.70981 7.17098 4.36324 5.61014 4.4926 4.11092 3.67517 4.25189 3.56321 3.47814 4.13065 3.77078 3.41351 4.16161 4.58177 3.36847 4.6446 3.2224 3.08402 10.2871 8.82396 11.7164 10.1711 9.59707 threshold=20.524999618530277 4.1349999904632577 18.219999313354496 -0.18566925078630445 13.114999771118166 -0.50751903653144825 0.25347729027271276 5.8500001430511483 20.524999618530277 2.7050000429153447 13.050000190734865 1.4650000333786013 4.5450000762939462 1021.8500061035157 1.2500000000000002 5.1150000095367441 10.444999694824221 9.2750000953674334 1016.0499877929689 1018.4500122070314 10.694999694824221 3.3349999189376835 15.750000000000002 12.250000000000002 15.650000095367433 15.050000190734865 1.0000000180025095e-35 7.4149999618530282 1.1150000095367434 1.2649999856948855 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 2 -2 23 15 6 -5 18 9 11 -11 -7 13 -13 -15 16 -3 -17 -8 20 -20 -10 -23 -4 25 -1 27 28 29 -26 right_child=1 4 3 5 -6 8 7 -9 21 10 -12 12 -14 14 -16 17 -18 -19 19 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-6.7955960886488601e-07 0.0034794588947579018 0.017157158254457711 -0.022487220892475714 -0.0088876557350713054 -0.0023594424285245347 0.0034039622175450774 -0.005589109249323463 0.022553790023427129 -0.0028714922500482267 -0.00055494656661506168 0.009419641969035622 -0.006569489428621217 0.0012798602180508949 0.021801355468924158 -0.00039738136216096499 0.012391179410845107 0.0024734653260272284 -0.0050224439093300988 0.0039955424504693254 0.0037949342478602053 0.035281860560178756 -0.00413139224940635 -0.027316929151614506 -0.0062557048280149925 0.00063906776572128206 -0.00058643770471497483 -0.00049425048730643035 0.00012529290872697045 0.001947507249620311 -0.0034265818818264996 leaf_weight=1025641 1305 182 36 84 104 404 65 68 484 194 270 594 438 20 188 58 65 67 22 167 25 54 36 203 11805 80864 41504 145334 18413 1655 leaf_count=1025641 1305 182 36 84 104 404 65 68 484 194 270 594 438 20 188 58 65 67 22 167 25 54 36 203 11805 80864 41504 145334 18413 1655 internal_value=-4.92126e-06 0.00119678 0.000584692 -0.000542298 0.00718525 8.40553e-05 0.00470419 0.00799443 -0.000658405 0.000393959 0.00524923 -0.000976386 -0.00240353 -0.00441516 0.00173711 0.00985366 0.013293 0.00305748 0.00444592 0.00749394 0.0206372 -0.00452318 -0.0134056 -0.00870062 -9.57586e-06 -4.34871e-05 0.000161988 0.000315687 0.00118384 0.000139168 internal_weight=1.33035e+06 5133 4657 3352 476 3113 431 347 2682 2108 464 1644 1240 802 208 372 247 125 279 214 47 574 90 239 1.32522e+06 1.1065e+06 218711 177207 31873 13460 internal_count=1330349 5133 4657 3352 476 3113 431 347 2682 2108 464 1644 1240 802 208 372 247 125 279 214 47 574 90 239 1325216 1106505 218711 177207 31873 13460 is_linear=0 shrinkage=0.05 Tree=1058 num_leaves=31 num_cat=1 split_feature=52 12 67 132 87 79 66 30 73 107 3 136 127 35 0 67 36 2 117 80 9 105 63 105 71 65 95 7 38 4 split_gain=2.78814 7.81437 10.0649 8.36372 12.2232 7.98948 7.64714 6.69576 6.42109 8.27219 8.68499 6.40315 9.50856 11.0622 7.83561 7.60675 6.75303 6.74799 6.32945 11.1083 7.36673 6.47018 6.07635 6.61298 6.04214 5.77016 7.08141 5.70675 5.59792 10.2794 threshold=63.449998855590827 4.1849999427795419 43.335000991821296 1025.9500122070315 0.74315229058265697 11.25500011444092 84.225002288818374 1030.1499633789065 0.91294997930526745 -0.97891172766685475 137.50000000000003 0 -0.52247866988182057 12.750000000000002 320.50000000000006 8.4049997329711932 11.750000000000002 67.500000000000014 0.39873388409614569 263.56846618652349 6.5499999523162851 -0.72385108470916737 0.46771797537803655 -0.85354956984519947 271.07881164550787 52.225000381469734 -0.38413961231708521 8.4499998092651385 14.449999809265138 11.449999809265138 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 11 5 -5 8 7 24 -4 10 -10 12 14 15 -2 16 -14 -18 -13 20 27 -21 23 -15 -7 26 -3 -20 29 -24 right_child=1 25 3 4 -6 6 -8 -9 9 -11 -12 18 13 22 -16 -17 17 -19 19 21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.7403034525167453e-05 -0.0081866459947236205 0.0068037272441045698 0.0053276509464916738 0.04329105607954966 0.00045916073852115213 -0.0026306242376657406 0.00888211540792074 0.016714572695259385 0.011942145712673664 0.0079375871214760491 0.057467450489507015 0.0019547900142152168 0.023080511559046023 -0.015407317287865138 0.0072593044180006899 -0.0046156102600731592 0.011094105983383756 -0.0036018633628693147 -0.003358761234656791 -0.00050186310069033537 -0.01077136086078947 0.0031950304703593974 0.0029091065937090349 -0.00041875869978164374 0.0019113512129415142 0.00026949678982438914 -0.0022622590213861207 0.01651591956925889 -0.00052292283495463591 0.0211782153963577 leaf_weight=1290450 649 225 675 31 36 910 353 69 20 73 22 7663 38 105 94 1697 113 253 183 4371 386 1623 2051 246 3748 7749 5044 45 1347 80 leaf_count=1290450 649 225 675 31 36 910 353 69 20 73 22 7663 38 105 94 1697 113 253 183 4371 386 1623 2051 246 3748 7749 5044 45 1347 80 internal_value=-4.6752e-06 0.00040698 0.000893931 0.00271111 0.0202769 0.00251061 0.00178318 0.00125305 0.00718827 0.0181093 0.0357887 0.000378816 -0.00089905 -0.000232309 -0.00623251 -0.00314768 0.00301837 0.000935417 0.000976281 -0.000156975 -0.00656219 0.000499148 0.00136737 -0.00490252 0.00102402 -0.00059853 -0.00187512 0.000563873 0.00200013 0.00359495 internal_weight=1.33035e+06 39899 26881 5937 67 5870 5080 4727 790 115 42 20944 6673 5930 743 2101 404 366 14271 6608 614 5994 3829 351 4658 13018 5269 228 3478 2131 internal_count=1330349 39899 26881 5937 67 5870 5080 4727 790 115 42 20944 6673 5930 743 2101 404 366 14271 6608 614 5994 3829 351 4658 13018 5269 228 3478 2131 cat_boundaries=0 1 cat_threshold=2305 is_linear=0 shrinkage=0.05 Tree=1059 num_leaves=31 num_cat=1 split_feature=19 14 31 64 14 20 25 3 13 42 13 123 7 31 13 35 136 32 29 105 126 15 37 13 12 14 110 95 62 125 split_gain=2.68435 6.83885 4.67039 6.58162 4.91447 5.02221 8.2702 4.43345 4.20521 4.1503 5.57576 4.06358 3.93725 3.77077 3.72176 3.70841 3.6752 3.83271 4.33026 4.21314 3.61405 3.53188 4.6791 3.53166 3.45937 3.33833 3.33786 3.29982 3.28683 3.24006 threshold=20.524999618530277 4.1349999904632577 1015.6499938964845 40.344999313354499 2.1250000000000004 10.644999980926515 283.50000000000006 154.50000000000003 4.305000066757203 4.7500000000000009 2.5149999856948857 0.83385404944419872 8.4499998092651385 1024.549987792969 2.5949999094009404 10.050000190734865 0 13.449999809265138 1020.2500000000001 -0.50217714905738819 -1.0000000180025095e-35 0.95499998331069957 11.650000095367433 2.5349999666213994 3.495000004768372 2.8449999094009404 -0.83795985579490651 0.085669264197349562 0.62960425019264232 -0.23343648016452787 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 8 21 6 -6 12 9 11 -11 26 15 -9 -7 -3 24 19 25 -18 -21 22 -4 -13 28 -19 -2 -16 -8 -29 right_child=1 7 4 -5 5 14 16 13 -10 10 -12 23 -14 -15 27 -17 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-8.8617063047029283e-06 -0.010664473266030351 -0.0071362896931047234 0.022505004072445448 -0.026191294000104622 -0.00082184297115526226 -0.0051033172572480575 0.011278431156965633 0.00077388440440699928 0.018649779965814489 -0.0012256707783686437 -0.014321566803846509 0.0017427944265896592 0.025171435142847455 0.020130728201807613 -0.0072629468064779089 0.012470051933863633 0.0047297560288683035 0.027854998976302642 0.038661965341479698 0.029469126019065674 0.011364210683337235 -0.0019514324360157169 0.0020362594519469667 -0.017171515417735903 -0.0079356851502872857 0.0026452795136719942 0.0014908384752556393 0.00995976568805205 -0.0049052575034909847 0.001669163093368794 leaf_weight=1325216 60 30 32 27 295 209 124 248 26 202 136 41 47 28 78 123 166 24 27 39 94 1058 219 62 49 29 962 154 42 502 leaf_count=1325216 60 30 32 27 295 209 124 248 26 202 136 41 47 28 78 123 166 24 27 39 94 1058 219 62 49 29 962 154 42 502 internal_value=-4.44144e-06 0.00113676 0.000553284 -0.00172589 0.00165333 0.00332511 0.00602136 0.00684531 -0.00128226 -0.00163649 -0.00649503 -0.000176765 0.0125139 0.00273762 0.000783267 0.00862567 0.00941992 0.0123182 0.0223638 0.0100424 0.0166732 -0.000686413 0.00464582 -0.00964252 0.0035718 0.014061 0.000777219 0.00245942 0.00718376 0.00361543 internal_weight=1.33035e+06 5133 4657 1516 3141 1832 889 476 1489 1463 338 1125 200 276 943 153 594 379 80 299 133 1309 251 103 215 53 1022 734 166 656 internal_count=1330349 5133 4657 1516 3141 1832 889 476 1489 1463 338 1125 200 276 943 153 594 379 80 299 133 1309 251 103 215 53 1022 734 166 656 cat_boundaries=0 1 cat_threshold=5192 is_linear=0 shrinkage=0.05 Tree=1060 num_leaves=31 num_cat=1 split_feature=28 28 12 31 39 52 120 12 31 15 2 136 71 15 104 110 83 72 17 25 21 19 31 37 4 87 14 71 123 66 split_gain=3.56447 9.45011 20.2926 20.5265 17.096 12.1339 11.8085 11.0487 10.9507 14.5356 16.49 17.7504 14.1581 14.8174 16.5567 13.4638 12.3244 19.3596 19.339 21.7393 14.0704 12.1967 11.8812 11.8398 11.6501 11.4371 13.4516 13.3256 16.7931 14.0002 threshold=1008.6499938964845 1.0000000180025095e-35 3.3349999189376835 997.35000610351574 9.3499999046325701 83.77500152587892 0.64942333102226268 1.8049999475479128 1011.4500122070314 2.8850001096725468 117.50000000000001 0 296.18725585937506 3.2250000238418584 -0.61425313353538502 -0.83795985579490651 206.07212066650393 0.6297450363636018 14.550000190734865 248.50000000000003 7.0150001049041757 11.269999980926515 1008.7500000000001 16.44999980926514 9.0500001907348651 0.78960183262825023 2.9250000715255742 274.24481201171881 0.47714059054851538 8.9349999427795428 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 -3 -4 -7 -1 9 10 11 -5 13 14 15 -10 17 18 -12 -20 -21 -15 25 -14 -18 -19 27 28 29 -27 right_child=-2 2 5 8 -6 6 -8 -9 12 -11 16 -13 23 21 -16 -17 24 22 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00067864551802475468 -1.7360283015471552e-05 -0.02760552923988413 -0.0013676553820707966 0.001867636794456493 0.013194985630081516 0.0043117116946538971 -0.0096390205410359329 0.00044548303245335141 0.04082116363052693 -0.0015957918789962927 0.00083144820502694175 0.0097922761504283841 -0.0046489498614953571 0.051655294365870456 0.0020106559661617193 0.0094304593287233736 0.00055748061478886485 0.0051819989075594826 0.00089102797842773626 0.021880302509606334 0.0045674464558326305 0.013912866775985959 0.00014934879742899219 0.032783252339471471 -0.0042265644044437835 0.021890473497971411 0.001739671391596158 0.0057250376539670078 0.015438065763252476 0.063390746359097763 leaf_weight=38017 1199572 27 11229 1771 523 1654 167 51427 36 4219 8779 1184 531 24 1827 668 5431 177 516 318 186 198 191 22 1662 31 65 51 63 59 leaf_count=38017 1199572 27 11229 1771 523 1654 167 51427 36 4219 8779 1184 531 24 1827 668 5431 177 516 318 186 198 191 22 1662 31 65 51 63 59 internal_value=9.68865e-06 0.000257277 0.000879788 0.0016262 0.0111921 -0.000753682 0.00303232 -3.23131e-05 0.00143836 0.00107668 0.00162712 0.00508231 0.00414086 0.00560736 0.00452097 0.0110357 0.00104465 0.00213766 0.00158858 0.00810515 0.015491 0.0179931 0.0105841 -0.00315978 -0.000563495 0.0150527 0.0215476 0.027859 0.035237 0.0490962 internal_weight=1.33062e+06 131053 41609 28559 550 13050 1821 89444 28009 24703 20484 2955 3306 2753 2531 704 17529 10436 9799 1020 504 222 637 553 7093 446 269 204 153 90 internal_count=1330625 131053 41609 28559 550 13050 1821 89444 28009 24703 20484 2955 3306 2753 2531 704 17529 10436 9799 1020 504 222 637 553 7093 446 269 204 153 90 cat_boundaries=0 1 cat_threshold=6818 is_linear=0 shrinkage=0.05 Tree=1061 num_leaves=31 num_cat=1 split_feature=28 31 136 122 111 30 118 36 41 15 83 122 85 21 41 11 12 59 94 31 19 55 67 36 101 31 33 64 114 17 split_gain=3.35382 14.2041 22.813 17.1278 13.8759 14.6009 14.2251 13.4402 19.4228 24.4517 26.2394 19.2354 23.7765 16.4601 16.2956 16.291 13.1007 22.2994 13.6267 11.8678 12.3101 11.6184 15.9621 10.9777 16.3159 10.9747 10.5485 10.3843 9.10683 9.02546 threshold=1007.4500122070314 1005.4500122070314 0 0.43049471080303198 0.075553290545940413 1012.0499877929689 -0.99353402853012074 12.750000000000002 13.150000095367433 3.1250000000000004 277.10742187500006 -0.026175950653851029 0.85733783245086681 6.2149999141693124 7.5499999523162851 15.750000000000002 2.9750000238418584 172.0805587768555 -0.016679759137332436 1007.4500122070314 13.344999790191652 21.125000000000004 21.804999351501468 12.250000000000002 0.31323701143264776 1008.7500000000001 17.849999427795414 71.479999542236342 0.97233289480209362 13.344999790191652 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 7 19 6 -6 21 9 10 11 13 16 -9 -15 -11 18 -18 -13 20 -5 -3 -23 24 -8 29 -10 28 -4 -2 right_child=25 2 27 4 5 -7 23 8 26 15 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=3.9074562458216171e-05 -0.0015160894318267571 -0.00033853593760943811 0.00070408159126831172 -0.0040426438821044427 -0.025162564268601795 -0.037657825909554965 0.054571999907493597 -0.0010533222329651571 -0.0073194977351656951 -0.00082754720804766686 0.006933828985841814 0.060194473696174103 0.0057792255444274777 0.011315702083928986 0.03423592269602687 0.034082548159898987 0.10052068517966704 0.037849020721623675 0.022418845370052721 -0.010838787646371669 0.032896311045624314 0.042073850867975701 0.0062286624420940986 0.0022439420888302141 0.011590550390993635 6.9410275977161022e-06 0.012991809762667778 -0.0080981480986605774 0.032903050320138315 0.00076959615760199796 leaf_weight=98634 20440 897 11940 67 35 20 25 117 249 466 586 32 63 186 133 36 22 40 94 390 34 38 170 351 189 1189447 86 340 22 5476 leaf_count=98634 20440 897 11940 67 35 20 25 117 249 466 586 32 63 186 133 36 22 40 94 390 34 38 170 351 189 1189447 86 340 22 5476 internal_value=9.2086e-06 0.000266972 0.00161882 0.00473719 -0.000603797 0.00436886 0.00576975 0.0065976 0.00893709 0.0110211 0.0147064 0.0213362 0.032363 0.0149882 0.0208718 0.00167597 0.0412713 0.0600874 0.0320127 -0.00688291 0.00839225 0.00213033 0.0127773 0.00768591 0.0166117 -1.52371e-05 -0.00210525 0.000517969 0.000763301 -0.00103313 internal_weight=1.33062e+06 115262 16628 4326 1111 620 600 3215 2110 1775 1273 687 251 436 319 502 188 62 126 491 101 1105 208 565 214 1.21536e+06 335 12302 11962 25916 internal_count=1330625 115262 16628 4326 1111 620 600 3215 2110 1775 1273 687 251 436 319 502 188 62 126 491 101 1105 208 565 214 1215363 335 12302 11962 25916 cat_boundaries=0 1 cat_threshold=1797 is_linear=0 shrinkage=0.05 Tree=1062 num_leaves=31 num_cat=3 split_feature=34 35 123 10 136 136 22 36 72 17 28 12 127 36 22 21 27 22 36 136 99 63 127 122 30 38 31 97 12 28 split_gain=3.29321 10.8825 16.009 14.6895 10.6577 10.4575 9.82336 9.81568 13.6476 8.73279 8.50414 10.9934 16.5394 20.0764 18.6787 18.3222 24.7061 15.7732 15.2526 13.6913 16.6397 16.349 16.0721 15.744 18.0978 13.9096 13.3059 13.564 13.1187 12.9341 threshold=10.550000190734865 10.650000095367433 -0.50751903653144825 12.949999809265138 0 1 4.7449998855590829 9.8499999046325701 0.83440288901329052 8.0099999904632586 1023.9500122070314 2.7949999570846562 -0.26722820103168482 14.34999990463257 9.9349999427795428 6.8750000000000009 275.50000000000006 7.6150000095367441 13.650000095367433 2 -0.985866218805313 0.8779096007347108 -0.74892720580101002 -0.46173103153705591 1003.9500122070314 11.050000190734865 1023.4500122070314 -0.53398409485816944 3.8850001096725468 1020.6499938964845 decision_type=2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 5 10 -3 -7 8 -2 -5 11 26 13 17 15 -15 28 18 19 20 -13 23 25 24 -22 -21 -1 -28 -17 -29 right_child=7 2 -4 9 -6 6 -8 -9 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 22 21 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=3.4685820525679828e-05 -0.00098181972116179747 0.0045076329424303292 8.60328342010661e-05 0.013186864969882943 -0.00056638159106821675 0.015704501898424632 0.00050010360682157704 -1.659638912595019e-05 -0.0072069115838818316 0.0048369806694540177 -0.00063715066887114018 -0.0074660338687527646 0.0017773620932844945 -0.027124950360684172 -0.0013263395713536364 0.062008968683732485 0.012233575779421092 -0.0022448689572798419 0.012599440719600966 -0.016660743460845274 0.038345180015613586 0.037595516429024027 0.007440562593254544 0.0016569505219702447 0.0082259567477020925 -0.0022797028032754286 -0.0003216565510319002 0.014016937619553659 0.015226953188804064 0.0035426745994804215 leaf_weight=128975 9167 2566 15195 413 53314 108 6495 1042744 974 1295 24753 355 27014 21 232 47 193 7464 296 287 58 36 214 1846 356 406 2465 327 22 2987 leaf_count=128975 9167 2566 15195 413 53314 108 6495 1042744 974 1295 24753 355 27014 21 232 47 193 7464 296 287 58 36 214 1846 356 406 2465 327 22 2987 internal_value=8.74817e-06 0.0001619 0.00113429 0.00259869 6.11636e-05 0.00180564 0.000747658 -3.16518e-05 -0.00157971 0.00685601 0.000229854 0.000353489 0.00109455 -0.000464281 0.0091906 0.0178123 0.0214141 -0.000903604 0.00169401 0.000786755 0.00259834 0.00416578 -0.00448736 0.00363327 0.0124456 -0.00823549 0.000139857 0.00248704 0.047093 0.00457619 internal_weight=1.33062e+06 277740 26072 10877 251668 9169 6603 1.05288e+06 10141 1708 198354 173601 38847 11833 515 283 262 11318 3854 3558 2651 2296 907 2260 414 693 134754 5779 69 3314 internal_count=1330625 277740 26072 10877 251668 9169 6603 1052885 10141 1708 198354 173601 38847 11833 515 283 262 11318 3854 3558 2651 2296 907 2260 414 693 134754 5779 69 3314 cat_boundaries=0 1 2 3 cat_threshold=1243 2345 146 is_linear=0 shrinkage=0.05 Tree=1063 num_leaves=31 num_cat=3 split_feature=4 5 38 136 94 120 36 92 136 124 35 33 22 56 19 65 39 34 41 31 29 41 29 38 136 31 109 120 70 62 split_gain=3.01332 7.24669 6.19167 10.2184 7.21917 6.71579 6.38483 7.68512 6.90579 7.26745 6.23631 6.30366 6.07634 6.02422 6.01048 5.94384 5.66617 7.75166 7.01697 5.1604 6.33693 5.00922 4.99586 4.96993 4.93898 5.8636 5.55055 7.60057 10.2846 4.92695 threshold=15.150000095367433 10.250000000000002 12.050000190734865 0 0.26420573890209204 -0.72534674406051625 11.750000000000002 -0.63128286600112904 1 -0.95878320932388295 11.949999809265138 9.9499998092651385 5.7149999141693124 304.42953491210943 7.4149999618530282 26.154999732971195 15.250000000000002 12.949999809265138 11.550000190734865 1003.0499877929689 1004.0499877929689 10.34999990463257 1007.3500061035157 12.250000000000002 2 1014.1499938964845 -0.97540867328643788 0.13052122294902804 288.57655334472662 0.76622983813285839 decision_type=2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=-1 -2 5 4 10 -3 14 -8 9 22 11 -4 -6 21 -7 19 17 18 -5 -10 -21 -14 -9 -12 25 -16 29 -28 -29 -26 right_child=1 2 3 16 12 6 7 8 15 -11 23 -13 13 -15 24 -17 -18 -19 -20 20 -22 -23 -24 -25 26 -27 27 28 -30 -31 leaf_value=3.2788543332320704e-06 -0.011640019189895328 0.010763487193701925 -0.01595099009795203 0.0037433668470135927 0.0041919367849671593 0.0056867281845235859 0.037667785906656225 -0.0061427853832190689 -0.0003729617755327906 -0.015647904431904881 -0.020137951460568921 0.013780943988782938 -0.015323484163632073 0.0039380935101208337 -0.015730992498734563 -0.0061664601104954881 0.013678070626014638 -0.0035948156999486636 0.024282194823026657 0.043123558772106968 0.015597630532768867 -0.0033029679347909673 0.026843782848057648 -0.0012283683540956164 -0.0095830877541342452 -0.00015013825975836734 0.00025618524377932775 0.0054666610853047739 0.033084523046036832 0.0091324401711760806 leaf_weight=1324697 109 240 21 548 90 648 22 22 28 57 38 118 319 68 102 30 108 417 45 30 69 119 24 406 193 148 1450 379 37 43 leaf_count=1324697 109 240 21 548 90 648 22 22 28 57 38 118 319 68 102 30 108 417 45 30 69 119 24 406 193 148 1450 379 37 43 internal_value=8.31224e-06 0.0011331 0.00137236 -0.000647236 -0.00387633 0.00268951 0.00209909 0.00929212 0.0068911 -0.0033878 4.66911e-05 0.00928907 -0.00777883 -0.00990801 0.00142295 0.013021 0.00276796 0.00162874 0.00530196 0.0185787 0.0239388 -0.0120576 0.0110676 -0.00284676 0.00024823 -0.00625685 0.00104669 0.00196541 0.00792306 -0.00617306 internal_weight=1.33062e+06 5928 5819 2297 1179 3522 3282 282 260 103 583 139 596 506 3000 157 1118 1010 593 127 99 438 46 444 2352 250 2102 1866 416 236 internal_count=1330625 5928 5819 2297 1179 3522 3282 282 260 103 583 139 596 506 3000 157 1118 1010 593 127 99 438 46 444 2352 250 2102 1866 416 236 cat_boundaries=0 1 2 3 cat_threshold=2804 21 265 is_linear=0 shrinkage=0.05 Tree=1064 num_leaves=31 num_cat=3 split_feature=40 42 136 15 76 35 12 28 31 39 126 14 15 6 28 136 39 40 112 30 21 39 27 42 21 39 136 13 25 26 split_gain=3.00437 17.8882 24.786 16.7576 16.3571 15.7287 13.4624 12.5691 19.1215 12.3413 16.4418 15.9796 11.0577 10.4213 10.1893 19.1094 14.559 25.9783 19.3539 14.7999 13.5797 13.5007 15.9153 13.4793 19.1166 22.1346 12.7032 13.6145 14.6912 11.9682 threshold=6.1499998569488534 1.0000000180025095e-35 0 2.0949999094009404 16.164999961853031 7.4500000476837167 3.1350001096725468 1027.1499633789065 1016.6499938964845 10.84999990463257 -1.0000000180025095e-35 1.2849999666213991 4.2950000762939462 1.6500000357627871 1006.0499877929689 1 11.150000095367433 8.0500001907348651 -0.86159634590148915 997.54998779296886 7.5350000858306894 12.250000000000002 284.50000000000006 13.650000095367433 8.1350002288818377 13.449999809265138 2 3.3149999380111699 296.50000000000006 278.50000000000006 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 -1 5 9 14 -3 -7 8 -8 10 11 -4 13 -10 15 16 18 19 -2 -18 -21 -17 -23 24 25 29 -24 -28 -29 -19 right_child=4 2 3 -5 -6 6 7 -9 12 -11 -12 -13 -14 -15 -16 21 17 23 -20 20 -22 22 26 -25 -26 -27 27 28 -30 -31 leaf_value=-5.6422917131535807e-06 0.013527782708880002 -0.0052251817730735667 0.063179773293435576 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0.00409697 -0.00169906 0.0113686 0.0326488 0.00806081 0.0101983 0.000164518 0.00231686 0.00838266 0.0119481 -0.00159914 0.0331167 0.0251758 0.000861238 0.00238711 0.00796882 0.0103728 0.0173289 0.00873344 0.00402891 -0.00670169 0.00734838 internal_weight=1.33062e+06 904888 25682 12633 425737 13049 11831 3715 3415 8697 177 60 1609 1271 416131 5427 1038 771 267 122 101 4389 3371 649 584 367 764 522 187 221 internal_count=1330625 904888 25682 12633 425737 13049 11831 3715 3415 8697 177 60 1609 1271 416131 5427 1038 771 267 122 101 4389 3371 649 584 367 764 522 187 221 cat_boundaries=0 1 2 3 cat_threshold=4312 4485 8 is_linear=0 shrinkage=0.05 Tree=1065 num_leaves=31 num_cat=1 split_feature=125 0 8 136 10 16 76 111 79 63 39 20 37 28 37 52 2 26 67 14 36 96 36 20 27 30 34 82 39 36 split_gain=3.29719 11.5506 10.5094 14.7651 18.5512 12.6462 13.4913 13.3242 14.3617 21.2817 19.6703 20.5628 14.1493 12.9632 12.7061 12.4299 12.4149 11.0145 14.2049 12.1143 13.2605 10.4646 10.0458 9.72409 17.816 20.6671 12.1538 8.58978 8.52349 13.9261 threshold=-0.94260558485984791 303.50000000000006 7.6499998569488534 0 11.050000190734865 9.5450000762939471 7.2650001049041757 -0.12556558102369306 18.195000648498539 0.88259679079055797 11.84999990463257 7.4749999046325692 13.150000095367433 1015.1499938964845 10.050000190734865 0.87500000000000011 138.50000000000003 234.50000000000003 4.7550001144409189 3.7350000143051152 13.050000190734865 -0.8562120497226714 10.250000000000002 7.5950000286102304 227.50000000000003 1002.9500122070314 13.750000000000002 298.27189636230474 11.750000000000002 11.750000000000002 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 -5 14 12 15 16 11 -11 -8 -14 27 -9 -10 18 23 -19 22 -15 -21 28 25 -25 -27 -7 29 -16 right_child=-2 -3 3 5 -6 6 7 8 9 10 -12 -13 13 21 17 -17 -18 19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-2.5366612468600231e-06 1.7671862033881916e-05 0.0030333742164512494 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-0.00120854 -0.00463657 0.00414655 0.023384 0.0431295 0.000328728 0.0049946 0.00192636 -0.00672541 -0.00320893 0.00257643 0.00732738 0.00172746 -0.00250638 0.0112864 -0.000756457 0.00628112 0.0131713 0.0208495 0.0317636 -0.00458105 0.00276341 0.0110639 internal_weight=1.331e+06 92844 90303 30192 11770 18422 13830 6321 1957 376 104 57 4364 1184 7509 1581 272 6827 1035 5792 1308 484 1167 1003 339 234 152 682 664 211 internal_count=1331001 92844 90303 30192 11770 18422 13830 6321 1957 376 104 57 4364 1184 7509 1581 272 6827 1035 5792 1308 484 1167 1003 339 234 152 682 664 211 cat_boundaries=0 1 cat_threshold=1049 is_linear=0 shrinkage=0.05 Tree=1066 num_leaves=31 num_cat=3 split_feature=22 20 20 86 13 35 136 12 127 124 4 7 24 8 16 19 31 43 136 9 8 12 68 11 114 21 5 13 136 37 split_gain=3.03422 26.3707 18.1796 13.9818 14.9228 14.7932 13.7977 12.1557 10.7955 15.5584 17.6527 17.98 14.7741 27.4789 14.5136 14.6354 13.8706 37.9048 13.8438 12.7941 18.536 11.821 15.7609 13.6813 14.7 23.4095 11.7925 11.2602 13.7779 13.5285 threshold=7.4349999427795419 7.8550000190734872 6.9549999237060556 0.78419548273086559 4.1050000190734872 11.449999809265138 0 2.7949999570846562 -0.13052122294902799 -0.35019405186176294 3.5499999523162846 6.3500001430511483 275.50000000000006 8.5500001907348651 13.344999790191652 10.405000209808351 1024.049987792969 4.5499999523162851 1 11.750000000000002 4.6499998569488534 3.1149998903274541 296.69224548339849 11.250000000000002 -0.93038213253021229 8.5950002670288104 7.8500001430511483 2.6550000905990605 2 15.250000000000002 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 left_child=1 -1 6 4 5 7 -2 -3 12 10 -10 26 -4 14 15 -14 21 -18 -15 -16 -21 22 23 -13 -25 -26 -12 -11 29 -29 right_child=2 3 8 -5 -6 -7 -8 -9 9 27 11 16 13 18 19 -17 17 -19 -20 20 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=-1.8385074409530653e-06 0.0027022773039478282 0.0032941323022883406 0.00011789740988216446 0.0001439609141961946 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0.00102524 0.00458553 -0.00019077 -2.35012e-05 0.00087393 0.00239846 -0.000558573 -0.000956715 -0.000544584 -0.00112215 0.00695462 0.0240115 -0.00288758 0.000338458 0.0123489 0.00585985 0.00955112 0.0134833 0.0271022 0.0427518 0.00164188 -0.000167232 0.000248671 -0.00095863 internal_weight=1.331e+06 859265 471736 31563 19374 18728 33052 6098 438684 301547 41628 13040 137137 86328 71143 43011 1857 112 15185 28132 220 1745 967 701 146 74 11183 259919 100080 19110 internal_count=1331001 859265 471736 31563 19374 18728 33052 6098 438684 301547 41628 13040 137137 86328 71143 43011 1857 112 15185 28132 220 1745 967 701 146 74 11183 259919 100080 19110 cat_boundaries=0 1 2 3 cat_threshold=1416 6192 7204 is_linear=0 shrinkage=0.05 Tree=1067 num_leaves=31 num_cat=2 split_feature=69 132 136 28 19 81 76 82 84 122 78 0 127 76 33 111 35 33 39 35 16 38 123 31 35 12 75 136 19 72 split_gain=2.81921 6.86397 7.92344 14.824 5.68735 5.56334 5.68784 6.91442 5.11751 13.0625 11.2867 10.858 13.2745 10.3695 9.92698 10.6343 9.05116 14.6113 13.8685 13.3043 10.8092 9.8244 9.70429 8.83396 8.47661 11.8276 10.7874 8.45481 8.0464 7.85361 threshold=314.18218994140631 1015.5499877929689 0 1019.6499938964845 8.0099999904632586 238.11737060546878 28.045000076293949 328.67181396484381 0.85602468252182018 -0.72534674406051625 22.505000114440922 280.50000000000006 0.31729258596897131 7.4949998855590829 10.050000190734865 0.0086395111866295355 9.3499999046325701 10.34999990463257 12.84999990463257 11.550000190734865 13.344999790191652 12.34999990463257 -0.58068084716796864 1021.6499938964845 10.750000000000002 2.9150000810623173 0.78133442997932445 1 18.219999313354496 0.82689601182937633 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=8 2 -2 5 -3 -4 -7 -8 -1 10 11 13 27 -10 15 -14 18 20 -11 21 22 23 24 28 -18 -26 -27 -13 -19 -28 right_child=1 4 3 -5 -6 6 7 -9 9 16 -12 12 14 -15 -16 -17 17 19 -20 -21 -22 -23 -24 -25 25 26 29 -29 -30 -31 leaf_value=-2.9850737974449189e-05 0.0002288118428489694 0.003366148910896804 -0.0096943710018479855 -0.0032591597145442235 -0.0045462813519943183 0.00010987116553956558 -0.002370781358557084 0.0026591638672432173 -0.00011376362544121857 -0.0025382382126671551 -0.0024169131071311812 0.0035491000124594969 0.041254861489869656 -0.0024002588773290633 -0.00034648739833012483 0.004345802148822412 0.0036092038911701902 -0.00084535441939408054 0.0029503327696709376 0.00065377889103063614 -0.001157926517336254 -0.0029001963452907199 0.0018167025907014666 0.0025096114925134533 0.006386848943027771 0.032583860878620051 0.034906879028615855 -8.5365812790216974e-05 0.011954894338287565 0.0026781466449453928 leaf_weight=1055529 41171 267 158 5219 1520 20253 4936 793 12348 5140 6182 4770 20 8286 21436 806 2205 12413 1483 108955 1740 4228 5064 2550 786 92 24 2414 124 89 leaf_count=1055529 41171 267 158 5219 1520 20253 4936 793 12348 5140 6182 4770 20 8286 21436 806 2205 12413 1483 108955 1740 4228 5064 2550 786 92 24 2414 124 89 internal_value=-3.49971e-06 -0.000302735 -0.00022731 -0.000825959 -0.00336407 -0.000340472 -0.00028359 -0.00167454 1.41963e-05 0.000245326 -0.000401272 -0.000152456 0.000463842 -0.00103195 -0.000139228 0.00523948 0.000496401 0.00058289 -0.00130926 0.000439378 0.00242372 -0.000770049 0.00317821 -0.000173094 0.00533548 0.00917649 0.0198724 0.00233265 -0.000718751 0.00952319 internal_weight=1.331e+06 74317 72530 31359 1787 26140 25982 5729 1.25668e+06 201155 56262 50080 29446 20634 22262 826 144893 138270 6623 128270 10000 19315 8260 15087 3196 991 205 7184 12537 113 internal_count=1331001 74317 72530 31359 1787 26140 25982 5729 1256684 201155 56262 50080 29446 20634 22262 826 144893 138270 6623 128270 10000 19315 8260 15087 3196 991 205 7184 12537 113 cat_boundaries=0 1 2 cat_threshold=404 2627 is_linear=0 shrinkage=0.05 Tree=1068 num_leaves=31 num_cat=3 split_feature=13 8 67 64 86 12 29 39 28 12 136 14 136 136 0 104 122 123 57 22 69 27 55 14 75 72 33 111 15 64 split_gain=2.76601 13.2847 13.8479 23.0561 14.152 10.4901 10.1571 12.8195 11.1052 10.1311 11.2548 9.77617 18.0705 9.7146 14.6909 13.5189 9.75112 9.66785 9.42412 9.23522 8.91172 9.24521 8.85495 8.52133 9.5098 8.26067 8.21014 8.02423 8.00216 11.9524 threshold=1.3750000000000002 9.4499998092651385 9.7950000762939471 4.1150000095367441 0.82305243611335765 1.0549999475479128 1017.8500061035157 9.8499999046325701 1031.049987792969 1.3049999475479128 0 1.1649999618530276 1 2 91.500000000000014 -0.94372093677520741 0.64942333102226268 0.62249094247818004 239.2106857299805 6.4149999618530282 259.51745605468756 292.50000000000006 17.535000801086429 1.1150000095367434 0.58915531635284435 0.78784814476966869 14.650000095367433 -0.77562236785888661 1.325000047683716 1.735000014305115 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 22 26 7 17 -8 10 28 12 -11 14 27 -16 -17 -5 -12 -13 21 -18 -4 24 -20 -10 -3 -7 -1 -30 right_child=-2 5 3 6 -6 13 8 -9 25 11 18 19 -14 -15 15 16 20 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-1.5915203780526588e-05 -5.1816212277221273e-05 0.0064632201343189149 0.0099340108628865678 0.011211003924376871 0.00063409253880721429 0.025636967660292338 -0.0016635611285229996 0.0020360010252934431 0.043409799644723537 -0.000645045484538605 -0.00073318970656772574 0.0012549550130610833 0.0040466637875498802 -0.00012103046892995072 0.010193191397479994 0.0018321835810718849 0.0093144292811938156 0.047055206313729288 8.1341408270473126e-05 -0.00032768776223835101 -0.0016176579879388084 0.030014288215268706 0.035163859808300106 -0.0006642880857377567 0.0033421886038814221 -9.9630899458134093e-05 0.0009918778631100775 -0.0042470139949315833 0.0016787520045698457 -0.00045917428222188835 leaf_weight=204382 916272 1629 1024 76 507 23 3110 3819 24 3379 89168 15940 5222 10515 593 6221 199 25 4776 21857 116 74 36 7634 4204 20 1184 962 17614 10396 leaf_count=204382 916272 1629 1024 76 507 23 3110 3819 24 3379 89168 15940 5222 10515 593 6221 199 25 4776 21857 116 74 36 7634 4204 20 1184 962 17614 10396 internal_value=-3.32334e-06 0.000103813 3.76175e-05 0.00201711 0.00750467 0.00131357 0.000801537 0.002501 -0.00131066 -6.86012e-06 -0.000101918 0.000685973 0.00220743 0.000885405 0.00217536 0.0029612 0.0023124 0.0200833 -0.000529427 0.000339755 0.00999224 0.0149254 0.0107909 0.000563854 0.00160791 0.0236328 0.00416032 -0.00354922 9.26979e-05 0.000885254 internal_weight=1.331e+06 414729 393213 8641 1567 21516 7074 3920 3154 384572 338174 46398 8601 18703 8188 7203 6610 101 105782 37797 389 273 1060 16614 8980 44 2813 985 232392 28010 internal_count=1331001 414729 393213 8641 1567 21516 7074 3920 3154 384572 338174 46398 8601 18703 8188 7203 6610 101 105782 37797 389 273 1060 16614 8980 44 2813 985 232392 28010 cat_boundaries=0 1 2 3 cat_threshold=7970 2080 1505 is_linear=0 shrinkage=0.05 Tree=1069 num_leaves=31 num_cat=1 split_feature=125 0 8 136 10 12 20 120 32 23 30 37 11 111 15 62 116 87 84 81 23 79 104 32 27 55 6 67 65 39 split_gain=2.91272 10.4021 9.28159 13.4223 16.8295 12.1768 16.3363 16.1183 14.0834 12.245 11.3503 10.8461 10.1915 9.35198 9.22872 9.15902 9.55697 9.09981 9.07975 10.4325 9.30199 12.7905 8.90905 8.8868 9.7666 10.6251 9.32799 8.56319 9.38902 8.40325 threshold=-0.94260558485984791 303.50000000000006 7.6499998569488534 0 12.449999809265138 1.5950000286102297 6.8350000381469735 0.0087262028828263907 11.550000190734865 6.9249999523162851 1026.850036621094 15.150000095367433 6.7500000000000009 -0.97609320282936085 2.245000004768372 0.69028064608573925 0.38266885280609136 0.79839262366294872 0.7640158236026765 275.33224487304693 9.9049997329711932 21.045000076293949 -0.94741216301918019 11.84999990463257 280.50000000000006 8.7650003433227557 8.2500000000000018 25.695000648498539 37.145000457763679 13.84999990463257 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 13 14 7 27 18 11 -11 17 -9 -4 -5 16 -6 23 19 29 21 22 -21 -10 25 -25 -26 28 -7 -8 right_child=-2 -3 3 5 15 6 8 12 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=-2.7923274124861557e-06 1.7098442157764522e-05 0.0028817620745248919 0.0085974095025930907 0.003005074302751938 0.002267912587670323 -0.0050929402489410516 -0.0013555493634181551 -0.0047142196457093163 0.02765109206897667 0.0010370896357294321 0.037049431049010977 -0.013976389731120826 0.00071096950429599926 -0.0039668036948922918 0.028213791433419733 -0.0058765650580232393 -0.0056969315629599067 0.0023800340709380558 -0.0053508494125325649 -0.0016675810526374361 -0.0076699348944239314 0.044195379298317301 0.026966220983409919 0.0026297048700579151 0.0084966986791974418 0.027826413105261356 0.034980510401003292 -0.013676704780438975 0.029335915539413695 0.0097689749334819165 leaf_weight=60111 1238157 2541 151 1936 2938 2003 3287 1195 83 4005 22 56 3141 7728 37 521 432 358 1084 71 50 34 44 326 67 48 66 310 20 179 leaf_count=60111 1238157 2541 151 1936 2938 2003 3287 1195 83 4005 22 56 3141 7728 37 521 432 358 1084 71 50 34 44 326 67 48 66 310 20 179 internal_value=-3.15594e-06 -0.000273266 -0.000362044 -0.0010773 -0.00239532 -0.000233775 -0.000679109 -0.00258728 0.000622074 0.00246551 0.00123383 0.00740574 -0.000784211 -0.00372601 0.00347782 0.000293077 0.0012469 0.00866882 -0.00133083 -0.000141823 0.0109913 0.0172534 0.00928796 0.0124847 0.0100019 0.00586351 0.021639 -0.00593837 -0.00475257 -0.000781028 internal_weight=1.331e+06 92844 90303 30192 11770 18422 16449 6669 9780 5031 4027 1004 4336 7879 1973 3891 3370 948 4749 3665 199 149 115 590 507 374 133 2333 2023 3466 internal_count=1331001 92844 90303 30192 11770 18422 16449 6669 9780 5031 4027 1004 4336 7879 1973 3891 3370 948 4749 3665 199 149 115 590 507 374 133 2333 2023 3466 cat_boundaries=0 1 cat_threshold=1049 is_linear=0 shrinkage=0.05 Tree=1070 num_leaves=31 num_cat=1 split_feature=4 33 136 35 10 32 13 121 125 120 13 127 13 39 35 3 72 99 124 38 40 43 111 24 24 75 68 35 104 0 split_gain=3.49547 11.3322 15.1891 22.5624 13.7233 12.1653 13.2446 10.8178 10.1313 9.97227 9.66493 9.6047 11.7691 9.59836 9.58847 20.9309 10.8635 10.5471 9.71335 9.37567 9.11848 12.7253 13.9222 10.4547 8.99311 13.0772 12.4151 11.6926 12.8768 11.4393 threshold=10.34999990463257 11.750000000000002 0 12.34999990463257 19.94999980926514 14.949999809265138 3.5849999189376835 0.737249255180359 0.95878320932388317 -0.89490029215812672 3.0949999094009404 -0.74892720580101002 2.495000004768372 15.650000095367433 11.949999809265138 190.50000000000003 0.6297450363636018 -0.79285445809364308 -0.91702514886856068 15.750000000000002 9.0500001907348651 8.7500000000000018 0.016331476159393791 308.50000000000006 315.50000000000006 0.725823074579239 283.10728454589849 9.2500000000000018 -0.91287818551063526 297.50000000000006 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 14 9 4 10 6 7 8 19 -3 -4 -7 -13 -8 20 16 -16 18 -18 -5 21 24 -23 -24 25 26 -2 -27 29 -29 right_child=1 2 3 5 -6 11 13 -9 -10 -11 -12 12 -14 -15 15 -17 17 -19 -20 -21 -22 22 23 -25 -26 27 -28 28 -30 -31 leaf_value=-2.7441865637763662e-05 0.0012914048664191572 0.0040450232513477369 -0.0027508983298629129 0.0013257251630836762 0.014536783950475668 0.0046030549842948822 -0.0036761659273192152 -0.0073551372891094233 -0.01270348754566392 0.00020168531535749449 -0.0070197942892333406 -0.0021572989922941715 -0.0098660325676742325 0.012154189113061875 -0.0082531817715789657 0.0046150372763132377 0.021899722231822204 -0.0086749299550057599 0.0021995248150329149 0.010864148809350535 -0.002066952169845255 -0.035959222461096944 0.00045033443289599741 0.0094611818234546508 -0.00045249534003192278 -0.0031274394053784752 0.0046620040143130507 -0.002375920576767789 5.4801428180297539e-05 0.011199776505475165 leaf_weight=1203525 17779 1753 5155 10670 103 347 2255 365 126 45367 1785 1800 683 100 544 3826 81 163 275 264 3074 20 517 853 14169 2734 3228 225 8826 500 leaf_count=1203525 17779 1753 5155 10670 103 347 2255 365 126 45367 1785 1800 683 100 544 3826 81 163 275 264 3074 20 517 853 14169 2734 3228 225 8826 500 internal_value=-1.06086e-06 0.000247791 -0.00017441 -0.00120797 -0.00358 -0.000202911 0.000410306 0.00111408 0.00139358 0.000344595 -0.00384888 -0.00318883 -0.00427774 -0.00300396 0.000773724 0.0028906 -0.00331608 0.00185883 0.00668187 0.00155603 0.000574409 0.00074062 0.00545613 0.00606074 0.000602516 0.00105153 0.00180934 -0.000244317 0.000580985 0.00698663 internal_weight=1.33111e+06 127587 70773 23653 7043 16610 13780 11425 11060 47120 6940 2830 2483 2355 56814 4889 1063 519 356 10934 51925 48851 1390 1370 47461 33292 21007 12285 9551 725 internal_count=1331112 127587 70773 23653 7043 16610 13780 11425 11060 47120 6940 2830 2483 2355 56814 4889 1063 519 356 10934 51925 48851 1390 1370 47461 33292 21007 12285 9551 725 cat_boundaries=0 1 cat_threshold=6064 is_linear=0 shrinkage=0.05 Tree=1071 num_leaves=31 num_cat=1 split_feature=26 8 30 20 6 30 108 122 20 117 9 6 78 85 13 99 136 39 127 23 37 74 32 125 78 35 16 52 90 2 split_gain=2.89341 4.01395 5.41763 4.87897 4.86786 4.60441 4.42698 4.20391 4.29157 3.40013 6.6023 5.50464 3.79153 4.21052 3.66797 3.54324 3.74256 3.38375 5.42457 3.23123 3.2087 2.84226 2.7652 3.33337 2.74128 4.93605 7.41416 5.70406 4.17299 4.41324 threshold=152.50000000000003 10.84999990463257 1011.6499938964845 4.9049999713897714 13.250000000000002 1004.7500000000001 -0.9747985005378722 -0.67556449770927418 6.6749999523162851 -0.26722820103168482 15.250000000000002 11.84999990463257 40.704999923706062 0.85564115643501293 1.0349999666213991 -0.97831338644027699 0 10.949999809265138 0.99140709638595592 6.7049999237060556 14.34999990463257 0.79291382431983959 11.250000000000002 -0.88697704672813404 13.204999923706056 14.34999990463257 8.0099999904632586 19.765000343322757 -0.9261949062347411 93.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 5 17 -3 -4 -5 22 10 14 -12 15 -14 -8 -11 -17 18 21 -18 -7 -1 -9 -24 -19 27 -27 28 29 -26 right_child=-2 2 6 7 -6 20 9 8 -10 12 11 -13 13 -15 -16 16 19 24 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0030390862904299621 5.953379610938615e-06 0.021766407149178643 -0.020454981128374738 -0.034062392273917795 0.017435982303791925 -0.019821846066042783 0.01961257638917728 -0.029157635569572449 0.0068530247183844041 0.0069028980849282955 0.040274184281006459 0.0070311534093255457 -0.012003663655083914 0.010839628568436538 -0.0017783224048196441 -0.0089245818609112616 0.00045714426992556154 -0.00050932213510491205 -0.01430776846436454 -0.016287747457681689 0.0021506340122195307 0.013548004384762769 -0.027827415391802793 -0.0082432760228683434 0.00097446728586440996 0.030182925382336509 0.0028361435153569535 -0.016718208929523828 0.00076755989295772362 0.033019613224579109 leaf_weight=236 1319347 21 30 20 38 24 22 23 32 67 20 33 26 90 225 317 289 9325 113 32 54 29 25 166 21 39 68 42 316 22 leaf_count=236 1319347 21 30 20 38 24 22 23 32 67 20 33 26 90 225 317 289 9325 113 32 54 29 25 166 21 39 68 42 316 22 internal_value=-1.00782e-06 -0.000781648 -0.00318298 -0.0084908 -0.000426451 0.000984894 -0.00149978 -0.0120175 -0.0102252 -0.000992507 0.00356289 0.0195757 -0.00265708 0.00571958 0.00012694 -0.00403537 -0.00518406 -0.000492926 -0.00513521 -0.00117551 -0.00461013 -0.0012239 -0.0127789 -0.0108066 -0.000314467 0.00326235 0.0128037 0.000716408 0.00275611 0.0173697 internal_weight=1.33111e+06 11765 1516 365 10249 99 1151 266 246 1121 300 53 821 116 247 705 638 10211 378 321 78 265 214 191 9833 508 107 401 359 43 internal_count=1331112 11765 1516 365 10249 99 1151 266 246 1121 300 53 821 116 247 705 638 10211 378 321 78 265 214 191 9833 508 107 401 359 43 cat_boundaries=0 1 cat_threshold=6160 is_linear=0 shrinkage=0.05 Tree=1072 num_leaves=31 num_cat=0 split_feature=128 128 107 128 135 132 8 19 95 133 114 34 132 103 130 91 13 12 135 66 34 129 11 132 135 103 34 54 131 38 split_gain=2.74181 16.9415 10.4413 11.0959 31.2474 18.6291 15.6435 17.5059 12.1979 10.5012 9.65367 9.07935 10.5365 14.9565 11.0393 8.84138 9.52545 8.80813 8.42232 8.39357 8.22269 8.12708 8.10201 8.26587 11.4188 10.5556 8.04013 7.69517 7.6361 7.59119 threshold=131.50000000000003 41.500000000000007 0.17335576564073565 158.50000000000003 1019.5499877929689 1014.8500061035157 13.250000000000002 7.4149999618530282 0.83959618210792553 1009.6499938964845 -0.90255093574523915 7.0499999523162851 1008.9500122070314 0.46563732624053961 330.50000000000006 -0.95635941624641407 1.6749999523162844 3.554999947547913 1011.6499938964845 58.539999008178718 13.050000190734865 120.50000000000001 14.050000190734865 1021.3500061035157 1015.2500000000001 0.35399384796619421 12.650000095367433 87.009998321533217 152.50000000000003 14.150000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 6 -6 8 -8 15 18 22 -12 13 -13 -15 16 20 -18 -9 29 -2 -3 23 25 -25 26 -5 -19 -11 -14 right_child=2 21 -4 10 5 -7 7 9 -10 28 11 12 19 14 -16 -17 17 27 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-3.5213234368851981e-06 0.0042550338515346606 -0.0052712976831886223 -0.0082054285017697653 -0.0069506782095781457 0.050831128024693695 0.012048812080125986 0.043396277297791601 0.0092106369257505451 0.037461306080222127 -0.013719649254274902 -0.017959158792017173 0.0014959560825228862 0.001466935122483059 0.022780624306102729 -0.0041443090061269085 -0.0042307507176922304 -0.0041811434269252729 0.028254475711252204 0.041694730617887074 -0.0047793933884327962 0.032301590219140051 -0.00054210753975146011 0.0063547786636829516 0.034011869918968943 0.0011780457356711852 0.00037498024099743947 -0.0022264175609913429 -0.0091503559867851438 0.0078845345007166976 -0.00024596913074338299 leaf_weight=1289038 56 2247 348 1456 33 502 37 56 20 67 65 436 15258 184 48 1088 255 44 31 707 49 1525 331 27 1375 2115 2361 20 105 11228 leaf_count=1289038 56 2247 348 1456 33 502 37 56 20 67 65 436 15258 184 48 1088 255 44 31 707 49 1525 331 27 1375 2115 2361 20 105 11228 internal_value=-9.60779e-07 -1.33124e-05 0.000415945 0.000494995 0.00381287 0.014441 0.000702342 0.0112252 -0.00133079 0.00662931 0.00027471 0.000706128 0.000749674 0.00695351 0.0172099 -0.00184391 0.0042808 -1.88143e-05 0.0207854 0.000597276 0.0173434 -0.00335931 -0.00129708 -0.00164242 0.00181037 -0.00245848 -0.00402849 0.0165655 -0.000531049 0.000740797 internal_weight=1.33111e+06 1.29281e+06 38302 37954 2363 535 1828 296 1532 259 35591 27926 27861 668 232 1512 424 319 87 27193 105 3772 7665 7334 1402 5932 3817 64 172 26486 internal_count=1331112 1292810 38302 37954 2363 535 1828 296 1532 259 35591 27926 27861 668 232 1512 424 319 87 27193 105 3772 7665 7334 1402 5932 3817 64 172 26486 is_linear=0 shrinkage=0.05 Tree=1073 num_leaves=31 num_cat=1 split_feature=4 9 22 101 28 112 125 35 85 85 34 34 25 123 75 55 92 38 136 39 132 7 19 92 34 110 38 28 122 113 split_gain=3.19245 9.14081 6.41294 5.35228 6.61267 5.75571 5.60609 4.7995 4.14112 4.22952 4.08179 7.4627 4.61079 5.06673 4.14222 4.6696 3.96894 3.70468 7.20098 6.66322 5.57367 6.12057 6.18961 5.90712 5.71979 5.29077 5.28636 5.08036 5.51028 5.07659 threshold=15.550000190734865 12.050000190734865 5.6949999332427987 -0.345758706331253 1009.4500122070314 -0.47714059054851526 -0.95878320932388295 12.949999809265138 0.92615279555320751 0.87093892693519603 14.550000190734865 13.550000190734865 309.50000000000006 -0.36648726463317866 0.73485764861106884 7.6749999523162851 -0.38306468725204462 12.650000095367433 0 10.150000095367433 1011.5499877929689 8.5500001907348651 9.5450000762939471 0.010510446038097145 11.84999990463257 0.15798698365688327 13.050000190734865 1011.7500000000001 -0.64942333102226246 -0.39873388409614557 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 6 7 16 -6 9 17 11 12 -11 14 15 -14 -4 19 26 -5 21 25 23 -23 27 -21 -19 28 -25 -24 right_child=1 2 3 8 5 -7 -8 -9 -10 10 -12 -13 13 -15 -16 -17 -18 18 -20 20 -22 22 29 24 -26 -27 -28 -29 -30 -31 leaf_value=-5.3239538139082771e-06 -0.019683833907851403 0.0063061685271134857 -0.0057438822226090862 -0.0012799920609241407 0.03880188288167119 -0.0026511141278136238 -0.0027091013221930988 0.0045775157355126888 0.022218645022561156 -0.0069382540655768144 0.01491642652079463 -0.0206441350892419 0.0056664294459753571 -0.0040663751035740509 0.0022378109116447296 0.030651119131653106 -0.023477819268717559 -0.0095391563820437751 -0.0030027226735420075 0.0069264725104089724 -0.018651927829436636 0.02552007665485144 0.0084631586165818153 0.034842380763835869 -0.010675042169168591 -0.0079741320655947294 0.015768215764313937 -0.0033607594201991256 0.0065090022318495012 0.019259530072041016 leaf_weight=1326806 51 621 55 476 20 65 213 21 24 234 35 53 45 214 184 32 74 26 576 113 23 25 478 22 85 126 100 96 78 141 leaf_count=1326806 51 621 55 476 20 65 213 21 24 234 35 53 45 214 184 32 74 26 576 113 23 25 478 22 85 126 100 96 78 141 internal_value=-9.1274e-07 0.00135831 0.00161052 0.000808101 -0.00430908 0.00660229 -0.00769097 0.0212723 0.00152765 0.00137061 -0.00177947 -0.00254634 -0.00119347 0.00163659 0.00631258 0.0160497 -0.0159168 0.00243218 -0.000613664 0.00371791 0.00572213 0.00620375 0.00804671 0.00222949 0.000157377 -0.000929076 0.00977061 0.00485511 0.0127423 0.0109224 internal_weight=1.33111e+06 4306 4255 3634 448 106 342 41 3186 3162 797 762 709 475 261 77 129 2365 702 1663 1187 1164 925 306 281 239 126 196 100 619 internal_count=1331112 4306 4255 3634 448 106 342 41 3186 3162 797 762 709 475 261 77 129 2365 702 1663 1187 1164 925 306 281 239 126 196 100 619 cat_boundaries=0 1 cat_threshold=4352 is_linear=0 shrinkage=0.05 Tree=1074 num_leaves=31 num_cat=2 split_feature=4 33 136 122 13 33 117 80 67 28 29 136 35 125 2 35 3 99 39 40 43 111 123 116 74 104 19 10 61 125 split_gain=3.04975 10.1653 13.7515 12.9631 10.8162 14.431 13.4531 11.9714 15.8194 13.9357 10.5601 9.43959 11.4607 9.97944 9.31412 8.64861 18.9589 10.0878 13.3688 8.2281 11.517 12.494 9.3104 9.18105 11.3696 12.383 12.5835 9.46798 9.4294 9.53178 threshold=10.34999990463257 11.750000000000002 0 0.76037701964378368 2.5349999666213994 14.949999809265138 -0.66259482502937306 299.47389221191412 8.4049997329711932 1017.8500061035157 1009.7500000000001 1 11.449999809265138 0.98321744799613964 316.50000000000006 11.949999809265138 194.50000000000003 -0.91016855835914601 11.250000000000002 9.0500001907348651 8.7500000000000018 0.016331476159393791 0.19936034083366397 0.71322327852249157 0.73720619082450878 -0.58656388521194447 17.029999732971195 11.050000190734865 0.62258192896842968 -0.99353402853012074 decision_type=2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 15 4 11 5 7 10 -3 -9 -10 -6 12 14 -14 -4 19 17 18 -17 20 23 -22 -23 24 25 26 -2 -28 -26 -30 right_child=1 2 3 -5 6 -7 -8 8 9 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 21 22 -24 -25 28 -27 27 -29 29 -31 leaf_value=-2.5509923611546665e-05 0.0036385622591172217 0.005362117612716817 -0.0022975601783040366 -0.0056009904425440181 -0.00141581897623837 -6.3476490687539984e-05 0.00011299393974813671 0.011150583721545721 0.012349415960766021 0.066657324576819388 0.041645785995892116 -5.0067425763984156e-06 -0.00096152674414039664 -0.015516159767451297 -0.012259506910802742 0.026422499090300075 0.0044109058167437643 -0.0062832664457811854 -0.00031550948235248267 -0.0019686883976815285 -0.034049271331168716 0.0067971082709394172 -0.01057887884515633 -0.00049034266000907197 -0.0018289971595339888 0.0011602379424531877 -0.0020413047669885251 0.022654788792924652 -0.0073364771430575937 0.0015095468966974382 leaf_weight=1203525 3437 1470 515 1183 24 1172 4996 215 21 27 35 49148 11417 119 431 56 3796 754 283 3074 20 1288 82 14333 5181 18052 52 153 321 5932 leaf_count=1203525 3437 1470 515 1183 24 1172 4996 215 21 27 35 49148 11417 119 431 56 3796 754 283 3074 20 1288 82 14333 5181 18052 52 153 321 5932 internal_value=-8.68231e-07 0.000231576 -0.000168296 -0.000416461 0.00178827 0.00422182 0.000393302 0.00711989 0.0169447 0.0428976 0.0241292 -0.000317011 -0.00154429 -0.00111167 -0.00683625 0.000729696 0.00274015 -0.00306241 0.00410139 0.000540402 0.000698289 0.00518433 0.00575709 0.000566905 0.00102433 0.0016968 0.00435634 0.0163904 -0.000251566 0.00105543 internal_weight=1.33111e+06 127587 70773 62813 7960 2905 5055 1733 263 48 59 61630 12482 11536 946 56814 4889 1093 339 51925 48851 1390 1370 47461 33128 21694 3642 205 11434 6253 internal_count=1331112 127587 70773 62813 7960 2905 5055 1733 263 48 59 61630 12482 11536 946 56814 4889 1093 339 51925 48851 1390 1370 47461 33128 21694 3642 205 11434 6253 cat_boundaries=0 1 2 cat_threshold=1056 73 is_linear=0 shrinkage=0.05 Tree=1075 num_leaves=31 num_cat=0 split_feature=90 114 73 110 25 34 10 14 60 88 22 75 10 16 79 88 14 104 36 39 29 31 8 78 125 7 36 55 135 135 split_gain=3.147 3.5023 3.78267 6.12048 4.00345 3.44305 3.4681 4.66776 7.81914 5.23962 4.97042 4.32143 3.97619 3.18046 6.86452 4.5973 4.20204 3.02233 5.22424 5.40722 4.48049 3.48791 3.44951 3.30958 4.91598 4.30892 10.7433 2.98208 4.78027 5.76169 threshold=-0.99944975972175587 -0.23343648016452787 0.85060012340545665 -0.94382983446121205 279.50000000000006 8.2500000000000018 15.949999809265138 3.6750000715255742 0.66683909296989452 -0.98892554640769947 7.5350000858306894 0.8246130943298341 15.34999990463257 15.405000209808351 22.625000000000004 -0.9954656958580016 5.1050000190734872 0.67297983169555675 10.650000095367433 10.750000000000002 1006.7500000000001 1024.350036621094 13.550000190734865 2.2849999666213994 -0.46173103153705591 9.9499998092651385 12.449999809265138 62.594999313354499 1022.0499877929689 1019.1499938964845 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 -1 12 8 -8 -10 -9 -12 -7 16 -15 -16 27 -2 22 -20 -21 23 -19 -22 -25 -26 -27 28 29 -5 right_child=17 -3 3 13 -6 6 7 10 9 -11 11 -13 -14 14 15 -17 -18 18 19 20 21 -23 -24 24 25 26 -28 -29 -30 -31 leaf_value=-0.0045871196369196435 2.2610886542942355e-05 0.0041015740673249045 0.0068471608029024023 0.000494723887066159 0.029655036595291819 -0.00094961389731303353 0.0039852343207544263 -0.014175130510702731 0.046415135487914087 0.010222530002938584 -0.0056303437358062522 0.019755167063170424 -0.0098352002581273482 0.0019737750588779356 0.0041401961291937725 0.033643700542949864 -0.01713708910263247 -0.008135834681195055 0.019475062063805039 -0.012673501120666151 0.0023613946719183536 -0.0073068189300458612 -0.030739652542840869 -0.0087172288481441856 -0.0017133430321447506 0.033201299753272906 -0.00057883425125213907 -0.0041688243150623831 0.022226837396621707 -0.018125824204513006 leaf_weight=664 1307521 389 74 3824 26 14570 189 60 20 20 38 30 127 364 23 31 36 86 31 87 682 204 21 222 873 32 89 387 25 42 leaf_count=664 1307521 389 74 3824 26 14570 189 60 20 20 38 30 127 364 23 31 36 86 31 87 682 204 21 222 873 32 89 387 25 42 internal_value=9.68534e-06 -0.000598444 -0.000687413 0.000536071 0.0127772 -0.00106353 -0.000908117 0.00396122 0.00823564 0.0283188 -0.00368598 0.00556915 -0.0010264 0.000277382 0.00444171 0.0210774 -0.000126115 1.94068e-05 -0.00178094 -0.00126083 -0.00155448 -0.00109428 -0.0125721 -0.000426542 -0.00199017 -0.00048775 0.00835475 1.70349e-05 0.000433362 0.000292431 internal_weight=1.33079e+06 20939 20550 4832 100 15718 15054 357 229 40 128 68 14697 4732 418 54 4314 1.30985e+06 2327 2220 2189 2102 107 1898 1216 994 121 4278 3891 3866 internal_count=1330787 20939 20550 4832 100 15718 15054 357 229 40 128 68 14697 4732 418 54 4314 1309848 2327 2220 2189 2102 107 1898 1216 994 121 4278 3891 3866 is_linear=0 shrinkage=0.05 Tree=1076 num_leaves=31 num_cat=2 split_feature=132 55 26 96 135 36 128 128 135 23 36 105 128 37 136 57 67 18 135 77 132 95 130 130 54 15 78 135 132 136 split_gain=2.89281 14.1135 12.0263 11.861 11.3199 12.4311 10.0027 21.719 37.5338 10.2987 9.46663 13.9584 10.7376 16.4662 12.8208 12.74 12.0919 11.4572 13.404 12.9085 11.3226 13.0863 11.3108 11.8921 12.7414 10.0182 9.32596 9.30554 19.7304 11.9455 threshold=1013.0499877929689 4.3350000381469735 301.50000000000006 -0.75748056173324574 1012.3500061035157 10.550000190734865 150.50000000000003 107.50000000000001 1017.6499938964845 8.9149999618530291 11.84999990463257 -0.97503018379211415 309.50000000000006 13.650000095367433 0 271.00431823730474 3.7649999856948857 16.335000038146976 1016.1499938964845 16.795000076293949 1015.3500061035157 -0.071311321109533296 290.50000000000006 144.50000000000003 3.5849999189376835 3.2050000429153447 7.9049999713897714 1020.8500061035157 1016.1499938964845 1 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=4 2 10 -4 -1 -6 7 -7 9 -9 11 -2 13 14 17 25 -17 19 -19 22 21 -16 23 -12 26 -15 -25 29 -29 -3 right_child=1 27 3 -5 5 6 -8 8 -10 -11 12 -13 -14 15 20 16 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=1.3222576101992435e-05 0.015674564550142916 0.003017501353068748 0.0011699309175280718 -0.0023657607076772932 -0.0089215414077129362 -0.002117256257411982 0.0024052921165410041 0.0074368083467433125 0.083834926429249002 0.029998870979114956 0.013883851639552719 -0.0034067344908377492 0.001090846240900475 -0.001221658320535744 0.00087587257442515293 -0.005891267084242667 0.030628089682089493 0.033115426216112534 -0.009910010493853514 -0.00025579836523241328 -0.00025475933511620976 0.031021726573817434 0.0069502056087935114 0.031719320256383625 0.0074544389374814057 0.017109336568973961 0.059387914473429705 0.03588818557178363 0.00018813851284736234 -0.0024586560601796374 leaf_weight=1291687 105 1073 5036 4484 217 201 3226 170 21 72 157 1099 2932 1091 72 34 68 23 85 92 429 72 123 139 43 80 39 39 5074 12804 leaf_count=1291687 105 1073 5036 4484 217 201 3226 170 21 72 157 1099 2932 1091 72 34 68 23 85 92 429 72 123 139 43 80 39 39 5074 12804 internal_value=9.20108e-06 -0.000438081 0.000645906 -0.00049541 2.13509e-05 0.00270864 0.00339258 0.0102568 0.0197137 0.0141495 0.00227172 -0.00174267 0.00315388 0.00552875 0.00954741 0.00150693 0.018455 0.014031 -0.000747186 0.0169591 0.00375186 0.0159488 0.0201203 0.0244059 0.0318808 3.06727e-05 0.0377815 -0.00136298 0.000460445 -0.00203482 internal_weight=1.33079e+06 35193 16203 9520 1.29559e+06 3907 3690 464 263 242 6683 1204 5479 2547 1274 1273 102 701 108 593 573 144 501 378 221 1171 178 18990 5113 13877 internal_count=1330787 35193 16203 9520 1295594 3907 3690 464 263 242 6683 1204 5479 2547 1274 1273 102 701 108 593 573 144 501 378 221 1171 178 18990 5113 13877 cat_boundaries=0 1 2 cat_threshold=768 128 is_linear=0 shrinkage=0.05 Tree=1077 num_leaves=31 num_cat=0 split_feature=97 81 80 36 10 11 28 79 64 15 65 36 61 15 59 75 31 67 12 123 84 66 105 66 76 123 75 124 36 21 split_gain=3.10676 6.0498 5.97695 8.1714 8.67079 7.86636 9.60367 11.1969 7.50096 7.74631 6.42134 6.44348 6.10387 5.98933 5.94758 6.9979 5.86005 13.103 12.1335 16.5121 8.972 8.81738 13.5344 8.1016 6.90925 6.13535 5.7909 5.73227 6.05789 6.03805 threshold=-0.9955557882785796 198.72537994384768 267.17782592773443 12.050000190734865 18.44999980926514 5.6499998569488534 1007.4500122070314 1.8049999475479128 16.494999885559086 1.185000002384186 56.125000000000007 13.150000095367433 0.71592643857002269 3.4850000143051152 277.27871704101568 0.89820262789726268 1017.8500061035157 13.355000019073488 2.2849999666213994 0.095842104405164733 0.78883579373359691 18.554999351501468 -0.80565792322158802 27.045000076293949 17.564999580383304 0.04361772537231446 0.8060416877269746 -0.98624804615974415 11.250000000000002 7.2750000953674325 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 8 -5 7 -7 26 -10 -4 -12 -6 -11 -15 27 -8 24 19 -19 -20 -21 -23 -22 -18 -25 -3 28 -16 -29 right_child=-2 2 10 5 12 6 16 -9 9 13 11 -13 -14 14 15 -17 17 18 20 21 23 22 -24 25 -26 -27 -28 29 -30 -31 leaf_value=-0.0025789313892053446 2.6202345563089354e-05 -0.0010033730380214205 -0.00054159980670690411 3.4938734294776062e-05 0.0017464111559093 0.041811686265282338 0.00064623863243182538 0.0063800047782699466 0.026166286052797329 -0.0053473713056281904 -0.0024612838552657067 -0.015711547187033027 0.040342200795809434 -0.0040707964883697871 0.027232672635000201 0.028143652548481314 0.00050642334568608001 0.0036385782687353811 0.00059688630626796328 0.016142531044288016 0.0021641608195731099 0.026952778761131835 0.074512568683851338 0.041392489954208335 -0.021559979760314568 0.015091716317898211 0.004591875633763451 -0.019780929893669155 -0.0034768969232503045 0.0019217146940892944 leaf_weight=2850 1264718 1754 38461 11512 20 23 5115 730 22 1745 282 136 21 498 42 28 860 126 469 74 94 52 21 30 37 85 628 36 26 292 leaf_count=2850 1264718 1754 38461 11512 20 23 5115 730 22 1745 282 136 21 498 42 28 860 126 469 74 94 52 21 30 37 85 628 36 26 292 internal_value=8.74123e-06 -0.000325506 -0.000223919 0.000390527 -0.00138624 0.000862901 0.00209819 0.00746225 -0.0015714 -0.00338131 -0.000608589 -0.00677237 0.021515 -0.00362505 -0.00036533 0.00398685 0.00151811 0.00393131 0.00802025 0.0169206 0.00443649 0.0283051 0.0406344 0.0130526 -0.000403785 0.0219528 0.000471781 0.00227879 0.0154908 -0.000460283 internal_weight=1.33079e+06 66069 63219 24340 5112 19228 7716 753 5071 2689 38879 418 41 2667 922 424 6963 1848 951 273 678 147 73 209 897 115 2382 396 68 328 internal_count=1330787 66069 63219 24340 5112 19228 7716 753 5071 2689 38879 418 41 2667 922 424 6963 1848 951 273 678 147 73 209 897 115 2382 396 68 328 is_linear=0 shrinkage=0.05 Tree=1078 num_leaves=31 num_cat=0 split_feature=90 114 72 54 9 77 4 62 63 120 32 121 135 90 133 109 105 1 99 61 73 1 16 7 92 86 28 78 70 35 split_gain=2.81413 3.14228 3.43695 4.09451 3.88772 6.16045 4.4916 3.90916 4.72964 4.90861 3.34222 3.28811 3.26108 3.78793 3.58939 4.07213 5.10172 4.81264 4.57694 8.76854 4.23282 3.44942 3.35068 4.68677 4.95251 4.11336 3.92484 4.08271 3.82311 3.53497 threshold=-0.99944975972175587 -0.23343648016452787 0.81900665163993847 5.9249999523162851 15.84999990463257 19.095000267028812 8.5500001907348651 0.4340283870697022 0.8076898753643037 0.35019405186176306 14.550000190734865 0.14780378341674807 1021.6499938964845 -0.9998585283756255 1020.7500000000001 -0.84135028719902027 -0.21829114854335782 224.50000000000003 -0.99133175611495961 0.7309800684452058 0.7860575020313264 153.50000000000003 14.550000190734865 10.750000000000002 -0.088434342294931398 0.7480834722518922 1028.049987792969 11.375000000000002 272.55152893066412 10.34999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 6 -6 -5 11 10 -10 -9 -8 14 -14 15 16 17 18 19 -4 -20 -21 25 24 29 -17 -27 -28 -25 -24 right_child=-2 -3 12 4 5 -7 7 8 9 -11 -12 -13 13 -15 -16 22 -18 -19 20 21 -22 -23 23 28 -26 26 27 -29 -30 -31 leaf_value=-0.00029983525690348788 1.7497126612909832e-05 0.0038851380971581181 0.042928390746138495 -0.0016051125693804973 0.031021230581100102 0.0018546264157849924 0.0042521754912112231 -0.0087017779835916464 -0.0027004300453361053 0.019993106603261927 0.00039528073484689234 -0.015229949906468391 0.00029696898694199172 0.02364514294313267 -0.014625937805124901 -0.0034793810349050673 -0.0046581787584970401 0.026418597333665406 -0.019609914205613591 0.015308263406834818 0.0047382397841974726 -0.011007069195620715 -0.0073650381372620663 0.032540688939068634 0.00042046886127342889 -0.00011417266730992298 0.022619719963329725 -0.00090335059112736172 0.0026501488103531303 0.013572105299311852 leaf_weight=7076 1309848 389 22 4865 20 191 162 779 103 31 116 25 38 32 41 990 90 35 21 33 119 20 24 23 915 4559 39 35 20 126 leaf_count=7076 1309848 389 22 4865 20 191 162 779 103 31 116 25 38 32 41 990 90 35 21 33 119 20 24 23 915 4559 39 35 20 126 internal_value=8.30417e-06 -0.000566765 -0.000651037 -0.001125 -0.00205297 0.00461923 -0.00228449 -0.00500254 -0.00621107 0.00254957 -0.00752272 0.00164761 0.00023115 0.0109704 0.000125449 0.000210982 0.00554974 0.0092246 0.00642557 0.0163927 0.00108602 0.00537795 -5.86921e-05 0.00245442 0.00180099 -0.000553894 7.12365e-05 0.0114939 0.0186381 0.0102222 internal_weight=1.33079e+06 20939 20550 13368 6292 211 6081 1216 1029 134 895 187 7182 70 7112 7071 340 250 215 75 140 53 6731 1108 1065 5623 4633 74 43 150 internal_count=1330787 20939 20550 13368 6292 211 6081 1216 1029 134 895 187 7182 70 7112 7071 340 250 215 75 140 53 6731 1108 1065 5623 4633 74 43 150 is_linear=0 shrinkage=0.05 Tree=1079 num_leaves=31 num_cat=1 split_feature=97 136 75 77 107 65 14 85 21 122 29 31 128 134 109 24 126 28 71 28 28 38 25 13 127 32 89 108 125 55 split_gain=2.78077 6.09621 8.64396 7.34099 10.4478 10.8594 17.9967 9.52968 8.02099 10.1532 6.94107 6.91907 6.76358 8.27454 6.46933 7.77816 6.1802 6.48779 7.0712 6.13114 6.05125 5.97738 5.97113 5.85111 5.5809 5.44403 7.31556 5.25652 6.60992 9.11268 threshold=-0.9955557882785796 0 0.82857829332351696 6.4749999046325692 -0.9466172158718108 28.185000419616703 2.5049999952316289 0.65020620822906505 7.3550000190734872 -0.9099266231060027 1016.2500000000001 1027.1499633789065 148.50000000000003 1015.7500000000001 -0.94364041090011586 306.50000000000006 0.061046212911605842 1024.350036621094 277.73283386230474 1013.2500000000001 1018.6499938964845 15.84999990463257 275.50000000000006 0.72500002384185802 -0.36648726463317866 13.84999990463257 -0.99325263500213612 0.016138060949742798 -0.94260558485984791 28.585000038146976 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 23 4 5 10 -7 19 9 -9 -4 12 20 -14 15 -1 21 -18 -19 -5 -10 -12 -8 24 -3 -15 -27 28 -11 -30 right_child=-2 2 3 7 -6 6 22 8 11 27 16 -13 13 25 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0061093964709737561 2.4408600068206771e-05 0.030265540391977493 -0.00078608842320843715 0.024120572048372459 0.00015285780404105894 0.054558945447206499 0.025387270770789613 0.029965767616758478 -0.0047709597734368215 -0.0021261381101794542 0.012348617428826895 0.018380726855883208 0.025476779834617505 -0.0066820399202697448 -0.00061144147325205723 0.021701623689239988 0.0018861682620316474 0.032608254251535983 0.0042758383617109178 0.00030189707018011674 0.00056831567088976801 0.040594460368156435 -0.010778482649475337 -0.0002276466613120901 0.004483863616080404 0.037560258556623011 0.0016758998946229718 -0.001537270261796102 0.016118661095944783 -0.0014576314015040568 leaf_weight=761 1264718 29 252 70 763 32 21 37 1222 152 295 44 47 88 38677 26 349 40 49 44 938 20 25 21262 76 20 49 344 228 109 leaf_count=761 1264718 29 252 70 763 32 21 37 1222 152 295 44 47 88 38677 26 349 40 49 44 938 20 25 21262 76 20 49 344 228 109 internal_value=7.88896e-06 -0.000308336 0.000276621 0.00209699 0.00463431 0.00779161 0.0257635 0.000716117 0.000221887 0.00433668 0.00639677 -0.00126477 -0.00163042 0.00707212 -0.000702582 -0.00519061 0.0088006 0.00495918 0.0170095 0.0149274 -0.00245233 0.014142 0.00573197 -0.000169502 0.0116045 0.00156245 0.0120772 0.00319829 0.00652965 0.0104337 internal_weight=1.33079e+06 66069 26605 5238 1846 1083 78 3392 3278 870 1005 2408 2364 204 39464 787 753 438 89 114 2160 315 46 21367 105 157 69 833 489 337 internal_count=1330787 66069 26605 5238 1846 1083 78 3392 3278 870 1005 2408 2364 204 39464 787 753 438 89 114 2160 315 46 21367 105 157 69 833 489 337 cat_boundaries=0 1 cat_threshold=2229 is_linear=0 shrinkage=0.05 Tree=1080 num_leaves=31 num_cat=2 split_feature=18 64 20 8 136 9 118 0 124 0 35 115 13 6 8 36 35 7 136 99 107 32 112 32 15 35 127 24 36 36 split_gain=4.23042 15.2048 12.2838 11.7306 9.56804 18.2789 14.7735 17.3171 13.6951 12.9387 12.3147 12.2925 11.8132 10.5196 18.3351 15.0802 11.9809 9.6618 9.35785 10.1386 12.0077 15.6584 9.97801 7.62595 8.38568 7.53407 7.40676 10.6846 8.30025 7.34335 threshold=7.4149999618530282 3.4150000810623173 6.3150000572204599 4.3500001430511483 0 4.2500000000000009 -0.70088258385658253 148.50000000000003 -0.52247866988182057 216.50000000000003 12.949999809265138 -0.98624804615974415 1.6749999523162844 8.8499999046325701 10.150000095367433 10.750000000000002 11.34999990463257 8.0500001907348651 1 -0.92263776063919056 -0.98585721850395192 10.150000095367433 0.31729258596897131 12.949999809265138 1.0850000381469729 13.150000095367433 0.59480014443397533 317.50000000000006 10.34999990463257 15.250000000000002 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 6 26 7 10 -7 -8 -1 -12 23 14 -14 -15 -17 -13 19 20 21 -3 -21 -11 25 -25 -6 28 -28 -26 right_child=-2 18 3 -5 5 8 9 -9 -10 12 11 17 13 15 -16 16 -18 -19 -20 22 -22 -23 -24 24 29 -27 27 -29 -30 -31 leaf_value=0.0045206137318782123 -3.5132749094364706e-05 0.059069431164180453 -0.00016165228307497644 0.003596822905842944 0.0011085859386375792 -0.0021146373375905705 -0.0022840626977893696 0.00042169243835530929 0.00013407047675178255 -0.00080376661780867653 0.053285676628972094 0.0060554683240775006 -0.00088285906126227189 0.0038043677168789224 -0.0061966344646355196 -0.0062876454626580938 -0.00028841904868767145 0.026640183319637953 0.00075944978128119755 0.0011315281759369748 0.0047020692237639489 0.010546942735090853 0.035693959782587457 0.0065572125582140876 0.00046895137647785237 -0.0007704902870957109 -0.0040003856530645863 0.0073652025881443739 0.0030457716279722203 0.0035851212248435571 leaf_weight=324 1164007 23 3761 4634 13483 7593 11067 1191 62525 8105 24 122 4431 1836 2562 1032 4299 107 13401 3721 2870 60 21 375 3363 5431 500 1259 2547 4318 leaf_count=324 1164007 23 3761 4634 13483 7593 11067 1191 62525 8105 24 122 4431 1836 2562 1032 4299 107 13401 3721 2870 60 21 375 3363 5431 500 1259 2547 4318 internal_value=-1.5478e-06 0.000235402 5.66395e-05 0.00191301 -5.75356e-05 0.000253689 -0.000620549 0.00386597 -0.00010944 -0.000790104 0.0109754 0.0192416 -0.00032765 -0.00144998 -0.00282965 -0.000103801 -0.00144978 0.0156737 0.00152425 0.00304942 0.00524428 0.0239929 0.00132549 0.00040837 0.0011368 -0.000297206 0.00168516 0.00349052 0.00188953 0.00222076 internal_weight=1.32899e+06 164985 144889 8395 136494 87907 48587 1768 70118 46819 577 253 35752 14160 6993 7167 5331 229 20096 6695 2953 83 3742 21592 13487 5806 17789 4306 3047 7681 internal_count=1328992 164985 144889 8395 136494 87907 48587 1768 70118 46819 577 253 35752 14160 6993 7167 5331 229 20096 6695 2953 83 3742 21592 13487 5806 17789 4306 3047 7681 cat_boundaries=0 1 2 cat_threshold=122 598 is_linear=0 shrinkage=0.05 Tree=1081 num_leaves=31 num_cat=1 split_feature=60 136 100 127 7 29 43 66 78 34 52 36 111 36 55 56 121 11 84 33 39 30 73 32 120 76 39 108 31 79 split_gain=3.97905 6.70427 8.87912 7.16976 7.88541 9.77541 6.99991 6.02492 6.52473 7.61744 5.9292 6.57913 9.12311 10.5503 12.7275 8.7452 11.4499 13.3238 19.6952 7.4498 13.4184 18.7731 13.9215 13.0037 12.899 11.9981 9.70168 9.63154 9.2487 9.31055 threshold=0.82422256469726574 0 0.76194006204605114 -0.061046212911605828 14.250000000000002 1014.8500061035157 10.949999809265138 3.4650000333786015 16.285000801086429 8.2500000000000018 19.345000267028812 16.750000000000004 -0.49154707789421076 17.750000000000004 11.25500011444092 229.736930847168 -0.79332312941551197 9.1500000953674334 0.79493963718414318 10.550000190734865 14.750000000000002 1016.9500122070314 0.84060606360435497 11.050000190734865 -0.43049471080303187 16.164999961853031 14.449999809265138 -0.94244751334190358 1018.2500000000001 2.1250000000000004 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 -2 4 6 -6 7 -3 -9 -10 -1 19 -13 15 -15 -14 17 -17 -19 20 23 22 24 25 -22 26 -12 -27 29 -21 right_child=1 3 -4 -5 5 -7 -8 8 9 -11 11 12 13 14 -16 16 -18 18 -20 28 21 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-1.3005878918069948e-05 8.3103699371755557e-05 0.0049416054769352751 -0.0072956184962483517 -0.00060885936156861457 -0.00077814516621669205 0.030622800433178412 -0.014592528179855437 -0.0043991567778180517 -0.014239508775062859 0.00083254647432593832 -0.00021305219927145684 -0.0085443517925047601 -0.0077348712716195592 0.0073231239885353716 -0.0013770247771066795 0.0089241873001493135 0.0039536480880614424 0.072202533940699962 0.015255573896063988 0.002486038384101981 0.076363998434195918 0.0034880065866712512 0.0010462724091485143 0.0092759963570254195 0.023359778658910233 -0.0044655646947180305 -0.014701769616988162 0.0026537617198980389 0.00068126388318368904 -0.00066853437225058987 leaf_weight=1171320 39122 242 412 18308 68 39 128 3134 90 1223 9250 195 133 520 2194 315 2068 22 49 2502 24 139 20 468 22 506 117 7772 32682 35908 leaf_count=1171320 39122 242 412 18308 68 39 128 3134 90 1223 9250 195 133 520 2194 315 2068 22 49 2502 24 139 20 468 22 506 117 7772 32682 35908 internal_value=-1.47012e-06 -0.00039006 6.20544e-06 -0.00106393 -0.0027581 0.0106671 -0.00305632 -0.0027414 -0.0031595 -0.000200572 1.7792e-05 0.000397897 0.002077 0.00246771 0.000289916 0.00475242 0.00542919 0.0133345 0.0329011 0.000294683 0.00119381 0.0139142 0.0358724 0.00104984 0.0510142 0.000831659 -0.000394026 0.00221859 6.30085e-05 -0.000463048 internal_weight=1.32899e+06 62766 39534 23232 4924 107 4817 4689 4447 1313 1.26623e+06 94906 5496 5301 2714 2587 2454 386 71 89410 18318 205 66 18113 46 17645 9367 8278 71092 38410 internal_count=1328992 62766 39534 23232 4924 107 4817 4689 4447 1313 1266226 94906 5496 5301 2714 2587 2454 386 71 89410 18318 205 66 18113 46 17645 9367 8278 71092 38410 cat_boundaries=0 1 cat_threshold=2724 is_linear=0 shrinkage=0.05 Tree=1082 num_leaves=31 num_cat=3 split_feature=18 64 118 15 136 28 85 27 136 0 76 5 124 26 53 16 136 99 107 30 12 35 17 64 68 15 92 28 6 6 split_gain=3.8353 13.7124 9.30785 10.5746 11.0132 17.452 12.8289 10.8585 10.3193 10.8751 9.76078 9.4254 11.2212 8.73513 8.69711 8.47003 8.44357 9.17499 10.8768 10.7106 8.35974 7.95865 7.93797 10.1408 11.2166 7.69466 7.07718 7.00862 8.90733 6.91727 threshold=7.4149999618530282 3.4150000810623173 -0.36648726463317866 1.0249999761581423 0 1025.6499633789065 0.87671709060668956 323.50000000000006 1 212.50000000000003 15.50500011444092 3.2500000000000004 -0.52247866988182057 181.50000000000003 0.53499999642372142 6.4600000381469735 2 -0.93309506773948658 -0.98585721850395192 1017.8500061035157 2.7749999761581425 15.650000095367433 7.4149999618530282 2.4750000238418584 243.33795166015628 1.9149999618530276 -0.76730340719223011 1017.9500122070314 12.949999809265138 5.1499998569488534 decision_type=2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 20 5 22 7 26 9 -4 14 -10 -13 -8 -11 21 17 18 19 -3 -1 -14 23 27 -25 -12 -6 -5 -29 -28 right_child=-2 16 8 4 6 -7 13 -9 11 10 25 12 15 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 29 28 -30 -31 leaf_value=-0.00074924096911167034 -3.3374738180185939e-05 0.0094519754056818783 -0.0019760338908977881 0.0058795349362970838 -0.0092104150168421314 0.049666852308880717 0.0095912130415739347 0.026911916555015042 0.0012743855294149893 -0.00039484622695815921 -0.0050811069319917045 -0.0021208529020898884 -0.0010719336132664179 0.045520382569659325 0.0016469694198647531 0.00066583178419621185 0.00072169629979801494 0.0013701157044542353 0.0046027887621618415 0.04836410242132843 -0.031695406748489904 0.00081884890574442006 0.0010182147555070338 0.055578979663550854 0.012250615101528623 0.0015346739283661967 0.0076527900961651622 0.0001072278817930227 -0.032508108173699486 -0.0016573202596256817 leaf_weight=2716 1164007 48 11618 2403 264 21 87 34 18424 26554 1698 5709 18356 21 6490 38345 13401 3975 2644 28 22 7987 1477 20 59 593 230 233 23 1505 leaf_count=2716 1164007 48 11618 2403 264 21 87 34 18424 26554 1698 5709 18356 21 6490 38345 13401 3975 2644 28 22 7987 1477 20 59 593 230 233 23 1505 internal_value=-1.39661e-06 0.000224216 5.44541e-05 0.00160116 0.00271707 0.00418914 -0.000213996 -0.00110707 -4.93817e-05 -0.000648833 -0.000212638 0.000267546 4.07835e-06 0.0165774 6.17615e-06 0.000191613 0.00144818 0.00289692 0.00513885 0.023788 -0.000997895 -0.000498663 0.0039725 0.00556617 0.0232198 -0.00336869 -0.00158363 0.00504168 -0.00282306 -0.000423127 internal_weight=1.32899e+06 164985 144889 9115 6377 4236 2141 2033 135774 46953 35335 88821 70397 108 33044 64688 20096 6695 2720 76 2738 26343 4215 2738 79 2291 1999 2659 256 1735 internal_count=1328992 164985 144889 9115 6377 4236 2141 2033 135774 46953 35335 88821 70397 108 33044 64688 20096 6695 2720 76 2738 26343 4215 2738 79 2291 1999 2659 256 1735 cat_boundaries=0 1 2 3 cat_threshold=3196 120 598 is_linear=0 shrinkage=0.05 Tree=1083 num_leaves=31 num_cat=3 split_feature=60 57 108 87 20 28 99 77 40 54 136 32 23 52 55 43 68 28 23 55 6 29 32 52 136 8 91 135 136 83 split_gain=3.65967 6.50057 7.70443 9.22729 14.368 13.4392 17.6891 9.2095 8.78559 8.47763 8.62505 10.4416 10.6418 9.97488 15.4359 8.20096 9.04181 9.23672 11.2321 8.30824 8.98882 8.50142 8.44801 7.73239 9.61225 8.74679 9.43054 9.64659 8.1856 7.67041 threshold=0.78677600622177135 297.45626831054693 0.15647406131029132 0.81269061565399181 8.5950002670288104 1013.9500122070314 -0.80875971913337696 2.4150000810623173 2.3500000238418584 45.48500061035157 0 9.1500000953674334 7.1849999427795419 3.1350001096725468 1.935000002384186 6.2500000000000009 316.46090698242193 1022.8500061035157 9.8550000190734881 4.8550000190734872 6.4500000476837167 1022.0499877929689 10.949999809265138 3.435000061988831 1 9.1500000953674334 -0.99777626991271962 1015.7500000000001 2 308.50144958496099 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 left_child=1 -1 23 5 -5 6 8 -8 9 10 -4 -12 13 -13 29 -7 17 -17 -19 -18 -21 22 -22 24 -3 -25 -27 28 -28 -15 right_child=-2 2 3 4 -6 15 7 -9 -10 -11 11 12 -14 14 -16 16 19 18 -20 20 21 -23 -24 25 -26 26 27 -29 -30 -31 leaf_value=-1.2048979704736598e-05 -0.00030197633529340569 0.0062022479290988752 0.013352268756284794 0.00047480884806084855 -0.0022211774588128427 0.00055782474390707933 0.025485559462292775 0.0003256252740674911 -0.0047631686252619454 0.016406782621247624 0.020495977127783199 0.0017447650190696288 -0.0011186363891833515 0.023763174454078956 0.0093111562891420637 -2.3445999989159752e-05 0.0014223754740199978 0.0068099969707450846 0.038799198585442236 0.0081504952168740732 0.021562558208261768 0.0089079876704251069 0.058475724054921067 -0.00075126002086563432 -0.00032105586478221935 0.011399515831388186 -0.011190318576701889 0.02662365065644617 -0.0036685823250971403 0.062196807155296921 leaf_weight=1137254 94055 703 381 57689 5405 18666 37 2140 144 262 98 310 617 34 263 929 124 239 31 112 31 34 31 4783 2717 86 522 23 1251 21 leaf_count=1137254 94055 703 381 57689 5405 18666 37 2140 144 262 98 310 617 34 263 929 124 239 31 112 31 34 31 4783 2717 86 522 23 1251 21 internal_value=-1.32651e-06 2.15715e-05 0.000412991 0.000563659 0.000243855 0.00138711 0.00392278 0.00075324 0.00716226 0.00802695 0.00675344 0.00474664 0.00354506 0.00812706 0.0143488 0.000846375 0.00436438 0.00234244 0.0104828 0.0116665 0.0177736 0.0290006 0.0400191 -0.000895709 0.00103704 -0.00188746 -0.00477504 -0.00554955 -0.00596691 0.0384378 internal_weight=1.32899e+06 1.23494e+06 97683 87598 63094 24504 4307 2177 2130 1986 1724 1343 1245 628 318 20197 1531 1199 270 332 208 96 62 10085 3420 6665 1882 1796 1773 55 internal_count=1328992 1234937 97683 87598 63094 24504 4307 2177 2130 1986 1724 1343 1245 628 318 20197 1531 1199 270 332 208 96 62 10085 3420 6665 1882 1796 1773 55 cat_boundaries=0 1 2 3 cat_threshold=4688 448 769 is_linear=0 shrinkage=0.05 Tree=1084 num_leaves=31 num_cat=3 split_feature=65 57 28 33 29 53 35 111 136 38 23 33 54 64 30 22 28 27 136 126 37 79 31 55 111 92 64 16 83 136 split_gain=3.51919 10.5496 10.2135 13.0019 12.2068 12.5194 13.8412 12.704 12.087 11.0205 13.2551 14.2679 10.6184 11.0225 11.2629 10.1612 10.0425 13.2062 8.92377 9.5043 8.74508 8.59789 9.74503 8.86929 8.35263 10.005 8.32201 8.21569 8.16844 7.74883 threshold=22.865000724792484 297.45626831054693 1018.4500122070314 10.250000000000002 1009.7500000000001 1.6349999904632571 7.7500000000000009 0.12816257774829867 0 9.0500001907348651 8.1849999427795428 9.4499998092651385 15.045000076293947 13.744999885559084 1027.7500000000002 7.4949998855590829 1017.3500061035157 332.50000000000006 1 -0.5663846731185912 12.34999990463257 6.4049999713897714 1020.7500000000001 50.125000000000007 0.64991116523742687 0.35906450450420385 37.07500076293946 15.405000209808351 220.83542633056643 2 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 left_child=1 26 3 4 -3 -6 -7 28 -4 -9 11 16 15 -14 29 -10 17 -11 -5 -20 27 24 -23 -24 25 -21 -1 -12 -8 -15 right_child=-2 2 8 18 5 6 7 9 12 10 20 -13 13 14 -16 -17 -18 -19 19 21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-6.0372836031569066e-06 -0.00024126679100669153 -0.0033190898740177812 0.0028972440828340437 -0.00043424471746388932 0.00068586498019399022 0.00031156071804288676 0.013791783750560638 -0.0019118391246033405 -0.00062713612568837619 0.026828308004272602 -0.0058683237007174363 0.01178462695657603 -0.00086144651767705138 -0.0023993465689150619 -0.0092011834285639828 -0.0037091814748055397 0.0095898661273263568 0.069393918439745905 -0.0021391286125691713 0.00082284465138569407 0.021628981896771753 0.00079374884751519891 0.0076053749454241277 0.03901887941360474 0.00053024778860310303 0.0052295885331105265 -0.0031365381726035191 0.016694181198957114 -0.0058487791688211508 0.0035763750806750358 leaf_weight=1115697 136989 496 2933 10584 1046 513 74 130 11617 205 169 555 5347 615 202 3474 76 20 1947 1882 56 20493 222 25 2805 4081 2127 53 186 4373 leaf_count=1115697 136989 496 2933 10584 1046 513 74 130 11617 205 169 555 5347 615 202 3474 76 20 1947 1882 56 20493 222 25 2805 4081 2127 53 186 4373 internal_value=-1.25854e-06 2.6324e-05 0.000603749 0.00106798 0.003961 0.00513223 0.00741544 0.00980671 -0.000137729 0.0118771 0.0134579 0.0165385 -0.000486008 0.00073179 0.00237322 -0.00133663 0.025304 0.0306119 0.000821684 0.00124402 0.00397219 0.00146767 0.000912737 0.0107849 0.00278032 0.00383876 -1.1994e-05 -0.00048178 -0.000258773 0.00284195 internal_weight=1.32899e+06 1.192e+06 74179 45618 3579 3083 2037 1524 28561 1264 1134 856 25628 10537 5190 15091 301 225 42039 31455 278 29508 20740 247 8768 5963 1.11782e+06 222 260 4988 internal_count=1328992 1192003 74179 45618 3579 3083 2037 1524 28561 1264 1134 856 25628 10537 5190 15091 301 225 42039 31455 278 29508 20740 247 8768 5963 1117824 222 260 4988 cat_boundaries=0 1 2 3 cat_threshold=16 242 4292 is_linear=0 shrinkage=0.05 Tree=1085 num_leaves=31 num_cat=4 split_feature=5 4 4 2 19 4 13 19 136 0 136 7 136 71 136 107 121 104 38 35 33 67 17 24 0 127 14 2 33 33 split_gain=3.07026 17.6143 13.7469 12.6412 10.2291 13.4225 17.473 18.4887 22.1908 17.9993 12.5034 12.1606 11.7063 10.9873 10.8488 13.9757 15.8555 12.5898 11.7271 11.4087 23.1648 12.9653 11.1768 11.0938 10.8768 18.3131 10.8095 10.7723 12.5096 11.5033 threshold=5.3500001430511483 5.4500000476837167 4.6499998569488534 244.50000000000003 14.550000190734865 8.7500000000000018 2.1250000000000004 8.7100000381469744 0 318.50000000000006 1 2.8500000238418584 2 283.49798583984381 3 -0.67989003658294667 0.737249255180359 -0.85107687115669239 11.050000190734865 11.150000095367433 11.250000000000002 45.465000152587898 18.219999313354496 296.50000000000006 291.50000000000006 -0.25037047266960138 2.6650000810623173 190.50000000000003 13.949999809265138 13.150000095367433 decision_type=2 2 2 2 2 2 2 2 1 2 1 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -2 5 -4 7 12 9 11 -6 13 -7 -9 22 17 24 18 23 21 -21 -19 -8 -16 27 -26 -24 29 -29 -17 right_child=2 -3 4 -5 10 6 14 8 -10 -11 -12 -13 -14 -15 15 16 -18 19 -20 20 -22 -23 26 -25 25 -27 -28 28 -30 -31 leaf_value=-1.5490225462064765e-05 0.0020006870876787819 0.00083135758113291589 -0.00029670920088370608 0.00015950996405560662 -7.2866646120400906e-05 0.0019283830640301502 0.00045368361684041325 -0.00036653743633035602 0.0013399451231691866 0.012631408655312652 -0.0011883669972145208 0.0050201310243890426 -0.00039504508866943194 -0.022046036215977293 0.0069778104602192907 -0.00039227401414210705 -0.0077140234248473443 -0.004805126664420855 -0.0007342023637449081 0.0055985258746251987 -0.0018561855784334472 0.0015619855808747841 0.017573952858887142 -0.0012948816756338231 -0.0075466581168688379 -0.00014510009801711857 0.0017207354595912289 0.005805611646169326 -0.0026171338251489047 0.0029813395198648764 leaf_weight=671857 14138 67580 252584 27371 51911 6906 48997 278 26853 720 48679 2428 25075 74 1117 8309 656 5164 5364 1143 11804 946 187 636 852 43711 253 2189 552 3631 leaf_count=671857 14138 67580 252584 27371 51911 6906 48997 278 26853 720 48679 2428 25075 74 1117 8309 656 5164 5364 1143 11804 946 187 636 852 43711 253 2189 552 3631 internal_value=-6.0475e-06 6.19065e-05 -9.08497e-05 0.000786616 -0.00015695 -5.51451e-05 0.000253254 0.000946067 0.00182997 0.00556985 -0.000612821 0.003761 0.000107157 -0.00492416 -6.54343e-05 -0.000404464 1.66451e-05 -0.00136834 0.00042608 -0.00203848 -0.00119806 -0.00381932 0.000524821 0.00397642 0.000102246 -0.00028661 0.00845835 0.00128259 0.00410939 0.000633655 internal_weight=1.33196e+06 739437 592528 41509 551019 450429 197845 62334 30353 3500 100590 2780 31981 352 135511 86074 59900 26174 7117 19057 12947 6110 49437 1753 59244 44563 440 14681 2741 11940 internal_count=1331965 739437 592528 41509 551019 450429 197845 62334 30353 3500 100590 2780 31981 352 135511 86074 59900 26174 7117 19057 12947 6110 49437 1753 59244 44563 440 14681 2741 11940 cat_boundaries=0 1 2 3 4 cat_threshold=1072 4000 1033 1558 is_linear=0 shrinkage=0.05 Tree=1086 num_leaves=31 num_cat=5 split_feature=5 4 4 2 5 13 19 4 13 136 124 19 136 122 136 120 136 123 116 35 120 29 93 32 20 136 107 15 109 36 split_gain=2.77085 15.8969 12.4066 11.4087 10.1036 10.85 9.23213 12.1925 15.3632 16.111 13.4521 17.227 23.5821 12.9403 12.5803 18.9136 11.5181 12.7895 12.871 12.8721 11.6267 17.7083 14.1884 12.4891 12.4216 11.0713 12.7758 13.5078 15.3835 18.2321 threshold=5.3500001430511483 5.4500000476837167 4.6499998569488534 244.50000000000003 6.8500001430511483 2.935000061988831 14.550000190734865 8.8499999046325701 2.1149998903274541 0 -0.82409480214118946 8.7100000381469744 1 -0.85260769724845875 2 -0.13052122294902799 3 0.95878320932388317 -0.68832838535308827 7.5499999523162851 -0.23343648016452787 1003.0499877929689 0.065031915903091445 9.9499998092651385 7.7750000953674325 4 -0.67989003658294667 3.2849999666213994 -0.89958572387695301 13.550000190734865 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 1 2 1 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 -1 3 4 -2 -6 7 -4 9 -9 14 -12 -13 -14 -11 -16 -8 20 19 -19 21 22 -18 -24 -22 -10 27 -27 29 -29 right_child=2 -3 6 -5 5 -7 16 8 25 10 11 12 13 -15 15 -17 17 18 -20 -21 24 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=-1.4715713608936871e-05 0.0011469240090251354 0.00078978969792928018 -0.00027625619180131708 0.00015153447332305403 0.0061425260426638513 2.192985454519759e-05 -0.00018727723581615243 0.00013407754313925584 0.00055739303394132338 -0.0064942196910157115 0.0010089002305974661 0.0084157941696304372 0.0077490537292415678 0.0018076320790050438 -0.01295572315109355 0.00287662785727079 -0.0077536751803102518 0.053954596234404517 0.0020590151861486932 0.010343194907909492 -0.0045405893371482323 -0.0010263459532568794 -0.00098928966727413132 0.025843572804840127 -0.0011605909289844384 -0.0018374179657666579 1.5074414790446897e-05 0.0098669515240975888 0.00071193286631426812 0.061251722418126611 leaf_weight=671857 10727 67580 258776 27371 2368 1043 65133 30523 48415 870 14279 2089 1039 7769 216 1489 71 23 1416 64 5452 22799 61 150 5421 21399 59155 97 4292 21 leaf_count=671857 10727 67580 258776 27371 2368 1043 65133 30523 48415 870 14279 2089 1039 7769 216 1489 71 23 1416 64 5452 22799 61 150 5421 21399 59155 97 4292 21 internal_value=-5.74452e-06 5.88111e-05 -8.63059e-05 0.000747286 0.00190065 0.004271 -0.000149101 -5.23846e-05 0.000249894 0.00092716 0.00179877 0.00215148 0.00364867 0.00250564 -0.00164274 0.000865809 -0.000582187 -0.0013072 0.00320591 0.0218726 -0.00150736 -0.000872318 0.0115804 0.0180862 -0.00285541 -4.60074e-05 -0.000389863 -0.00131814 0.00120159 0.0190117 internal_weight=1.33196e+06 739437 592528 41509 14138 3411 551019 450429 191653 58274 27751 25176 10897 8808 2575 1705 100590 35457 1503 87 33954 23081 282 211 10873 133379 84964 25809 4410 118 internal_count=1331965 739437 592528 41509 14138 3411 551019 450429 191653 58274 27751 25176 10897 8808 2575 1705 100590 35457 1503 87 33954 23081 282 211 10873 133379 84964 25809 4410 118 cat_boundaries=0 1 2 3 4 5 cat_threshold=6788 1048 1033 4001 1558 is_linear=0 shrinkage=0.05 Tree=1087 num_leaves=31 num_cat=1 split_feature=80 112 136 87 11 52 79 33 30 71 35 67 135 129 36 133 23 28 67 31 123 35 83 30 64 133 11 31 39 33 split_gain=2.72794 10.5392 6.76905 10.292 9.72026 8.15316 9.19492 7.76171 10.0376 10.0416 6.84158 6.79457 6.40861 11.1661 10.6804 7.70512 6.59718 9.56851 8.94637 7.5934 9.25689 9.24786 8.19465 7.11126 9.42676 10.0193 8.78488 8.0738 7.10005 6.95416 threshold=311.23561096191412 -0.85260769724845875 0 0.91436734795570385 8.9499998092651385 32.32500076293946 26.914999961853031 11.550000190734865 1017.0499877929689 310.00918579101568 9.7500000000000018 0.92500001192092907 1018.1499938964845 331.50000000000006 10.34999990463257 1011.1499938964845 6.5850000381469735 1014.0499877929689 16.23499965667725 1003.9500122070314 -0.44618082046508784 12.550000190734865 320.85740661621099 1012.7500000000001 1.4049999713897707 1014.1499938964845 13.150000095367433 1015.0499877929689 9.1500000953674334 11.449999809265138 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 -3 6 7 8 9 10 -6 -8 13 16 15 -15 18 19 23 20 -18 -21 -23 24 25 28 -25 -28 -4 -30 right_child=1 2 12 -5 5 -7 11 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 21 -22 22 -24 26 -26 -27 27 -29 29 -31 leaf_value=2.2665326143955336e-05 -0.0010320353368937969 -0.00062728357377413982 -0.015278921296047533 -0.0067837158007389813 -0.0057044632928279632 -0.015116992329611726 -0.014954356007277967 0.0039682036787459822 0.0080552846894703847 0.042169594023233427 0.022111908775709926 0.0039931864274937627 -0.0026657682684891717 -0.015960953970728765 0.0038305904919774128 -0.00015558187516390994 -0.024618233731666276 -8.4127921293043363e-05 -0.0022122387476309516 0.0033509502677261183 -0.001144734063317742 0.0016690754995780819 -0.001640112903472552 -0.00022381913955608294 -0.00066352016248356644 0.0030728796677779468 0.0035220563643792811 0.00029878402756590943 0.002702179682741545 -0.0060116881319729233 leaf_weight=1153761 30600 980 173 278 28 46 50 272 241 52 105 881 2323 116 2953 230 43 42476 6166 5424 1806 6785 2583 49872 13374 401 3163 5036 271 1476 leaf_count=1153761 30600 980 173 278 28 46 50 272 241 52 105 881 2323 116 2953 230 43 42476 6166 5424 1806 6785 2583 49872 13374 401 3163 5036 271 1476 internal_value=-5.45639e-06 -0.000187527 -1.24509e-05 0.00236147 0.00332794 0.00564204 0.00622824 0.0105666 0.0147797 0.0235397 0.0162558 0.0029756 -6.07378e-05 -1.82302e-05 0.00285677 -0.00545449 -8.64408e-05 0.000314029 -0.000382624 0.00133032 -0.00169063 0.00170794 0.000756647 -0.00022969 -0.001174 -0.00411546 2.55314e-05 0.00154225 -0.00561678 -0.00465997 internal_weight=1.33196e+06 178204 147604 2933 2655 1675 1629 698 426 185 133 931 144671 142348 3299 346 139049 59117 79932 16641 1849 14792 9368 73766 15695 2321 58071 8199 1920 1747 internal_count=1331965 178204 147604 2933 2655 1675 1629 698 426 185 133 931 144671 142348 3299 346 139049 59117 79932 16641 1849 14792 9368 73766 15695 2321 58071 8199 1920 1747 cat_boundaries=0 1 cat_threshold=4 is_linear=0 shrinkage=0.05 Tree=1088 num_leaves=31 num_cat=1 split_feature=70 20 23 125 20 64 105 31 60 39 54 0 0 132 136 29 78 133 82 52 41 31 54 63 121 77 32 32 106 20 split_gain=2.6194 8.36074 12.6183 12.4435 12.2819 11.1524 10.2491 19.117 7.04671 7.15662 6.99999 6.57929 8.3777 6.45996 6.61001 10.9962 6.93537 9.61982 6.63381 6.55437 7.66497 6.26579 10.5799 6.35142 8.44503 6.24406 6.01637 8.3415 6.01268 6.14611 threshold=310.55990600585943 8.8350000381469744 9.1250000000000018 -0.64942333102226246 7.9549999237060556 71.479999542236342 -0.75287124514579762 1025.049987792969 0.81772127747535717 10.150000095367433 20.07499980926514 326.50000000000006 321.50000000000006 1022.4500122070314 0 1019.7500000000001 8.1449999809265154 1020.6499938964845 244.49864196777347 0.87500000000000011 14.150000095367433 1016.7500000000001 33.975000381469734 0.45582883059978491 -0.74892720580101002 23.664999961853031 8.9499998092651385 11.750000000000002 -0.64464572072029103 6.1150000095367441 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 -4 6 13 7 -5 9 10 -7 12 -8 14 16 18 17 -2 -16 20 -18 23 26 24 -11 -20 -23 -28 -27 -30 right_child=1 -3 3 4 -6 8 11 -9 -10 21 -12 -13 -14 -15 15 -17 19 -19 25 -21 -22 22 -24 -25 -26 28 27 -29 29 -31 leaf_value=1.5488197799468043e-05 0.0014079345657921963 -0.0019027603253107825 -0.0062039422963068571 0.01404409731023027 0.0019827799083593184 -0.013519426455275367 0.0056681738586753221 0.064655817355960613 -0.0026009338381361171 0.035668029155259809 0.010600275860633702 -0.0027029984003905231 0.028855817403753609 -0.0065030493840152444 -0.0082315709247582965 -0.0024642062153389802 -0.0012388433033806894 0.033792090940377148 8.0811775403299873e-05 0.00021383733553678199 -0.027440399170986247 0.033096023893134818 -0.00018766966791325574 0.0011225875866422977 0.0063639075249079125 -0.0023275707457238691 0.0028112306943710507 0.018418533813801777 0.0036667815130794028 -0.00092753336290866668 leaf_weight=1225452 7755 7083 275 278 1128 106 190 20 491 26 42 159 49 418 266 7423 8917 23 27939 31304 28 37 202 1176 452 6280 147 205 947 3147 leaf_count=1225452 7755 7083 275 278 1128 106 190 20 491 26 42 159 49 418 266 7423 8917 23 27939 31304 28 37 202 1176 452 6280 147 205 947 3147 internal_value=-5.18357e-06 -0.000243016 -0.000124782 0.0037108 0.00520563 -0.000207499 0.0104289 0.0174409 0.00285534 0.00397487 -0.00667465 0.00517867 0.0104221 -0.000301025 -0.000273454 -0.000701714 0.000136866 0.0015037 -0.000362774 -0.000127236 -0.00132086 0.00467693 0.00909593 0.00309796 0.00795786 -0.000308142 0.0139167 0.0119007 -0.00135566 0.000135197 internal_weight=1.33196e+06 106513 99430 2099 1824 97331 696 298 2884 2393 148 398 239 94447 94029 46002 48027 7778 38579 40249 8945 2245 591 1654 478 38313 389 352 10374 4094 internal_count=1331965 106513 99430 2099 1824 97331 696 298 2884 2393 148 398 239 94447 94029 46002 48027 7778 38579 40249 8945 2245 591 1654 478 38313 389 352 10374 4094 cat_boundaries=0 1 cat_threshold=436 is_linear=0 shrinkage=0.05 Tree=1089 num_leaves=31 num_cat=0 split_feature=60 88 37 35 27 123 15 111 10 59 39 127 104 20 75 56 32 125 109 79 59 111 123 123 12 64 75 21 54 79 split_gain=2.58504 4.40919 5.09766 6.77414 5.6737 4.77107 5.86008 4.6585 4.18586 4.12879 7.40653 10.1222 6.40378 6.25282 5.86475 5.4631 4.61031 3.83374 4.36861 4.19006 4.32057 3.82578 3.66875 3.58775 3.56432 7.40871 3.99178 3.7239 3.7212 4.05767 threshold=0.9261574149131776 -0.92264002561569203 14.650000095367433 14.449999809265138 290.50000000000006 -0.66259482502937306 3.9750000238418584 -0.90038016438484181 4.7500000000000009 286.63629150390631 13.650000095367433 0.026175950653851036 -0.94558864831924427 10.434999942779543 0.91498905420303356 287.65692138671881 13.750000000000002 -0.14780378341674802 0.3891295194625855 8.0150003433227557 312.72714233398443 0.075553290545940413 -0.38266885280609125 0.026175950653851036 3.4650000333786015 26.095000267028812 0.91977944970130932 10.074999809265138 65.555000305175795 9.0349998474121112 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 8 4 23 -5 21 -3 9 -2 11 12 13 -11 15 -15 -12 24 -19 20 22 -7 -20 -4 25 -9 27 -26 29 -27 right_child=1 7 3 5 -6 6 -8 17 -10 10 16 -13 -14 14 -16 -17 -18 18 19 -21 -22 -23 -24 -25 26 28 -28 -29 -30 -31 leaf_value=-6.4435155913544466e-07 -0.00086489319679609465 0.017984830877847142 0.018262724058262798 -0.010624715799035934 0.03274509809253847 0.0023784325370509729 -0.012223320786000753 -0.0014051601802461452 -0.0030166574976459425 0.005505527874741417 -0.018123801192268731 -0.0013592075614724309 0.0029349079739952847 0.038869697256730153 0.048488027835264805 0.0092808939994145669 0.0053629526660802802 -0.0070415978106971398 -0.0070068391518101894 -0.0041116272945634419 0.024543137401342393 0.017229199804377891 0.0035292324286124244 -0.0023177134436264172 -0.021950875454377839 0.00923237347576235 0.0062523801569893435 -0.002042712828737091 0.001233374688739854 0.034769111743995128 leaf_weight=1326955 746 27 45 65 34 101 41 149 1008 39 48 146 63 26 28 39 37 680 112 883 20 76 315 40 41 28 56 55 27 35 leaf_count=1326955 746 27 45 65 34 101 41 149 1008 39 48 146 63 26 28 39 37 680 112 883 20 76 315 40 41 28 56 55 27 35 internal_value=-4.92439e-06 -0.00113854 0.00029985 0.00547345 0.0154828 0.00126459 0.00480956 -0.00266816 -0.00065418 0.00137771 0.0053049 0.00859649 0.0160505 0.0223102 0.0293573 0.0211164 -0.00790016 -0.00290041 -0.00378162 -0.00211486 0.00182954 0.00875503 0.000765673 0.00857781 0.00162955 0.00543664 -0.00435659 -0.0105452 0.0167636 0.0234195 internal_weight=1.33196e+06 5010 2582 402 119 283 218 2428 2180 1172 426 341 195 132 93 65 85 2401 2010 1330 447 177 427 85 391 239 152 96 90 63 internal_count=1331965 5010 2582 402 119 283 218 2428 2180 1172 426 341 195 132 93 65 85 2401 2010 1330 447 177 427 85 391 239 152 96 90 63 is_linear=0 shrinkage=0.05 Tree=1090 num_leaves=31 num_cat=2 split_feature=40 42 136 43 77 31 12 37 71 36 36 13 12 30 32 80 42 15 31 22 105 28 136 80 28 18 21 37 28 31 split_gain=3.70886 18.918 16.6554 16.9691 14.5299 13.9964 12.3548 12.1823 13.0451 20.8919 13.8827 10.2301 9.83562 9.96656 10.2274 12.9623 11.3287 9.53167 11.1552 12.233 9.48555 9.30864 12.3447 9.21357 8.84116 9.09641 10.3961 20.0738 8.8103 27.774 threshold=6.1499998569488534 1.0000000180025095e-35 0 3.9500000476837163 16.795000076293949 1003.9500122070314 2.3950001001358037 11.650000095367433 323.90525817871099 10.550000190734865 10.150000095367433 1.4950000047683718 1.4249999523162844 1025.6499633789065 11.650000095367433 314.59355163574224 5.4500000476837167 4.0950000286102304 1008.9500122070314 7.8949999809265146 -0.97855663299560536 1006.8500061035157 1 319.52478027343756 1019.0499877929689 15.405000209808351 6.3550000190734872 10.750000000000002 1023.7500000000001 1017.4500122070314 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 -1 3 11 21 -4 -5 8 20 10 -10 -3 -7 14 15 17 -16 24 -19 -20 -8 22 -2 -13 25 26 27 -14 29 -22 right_child=4 2 5 6 -6 12 7 -9 9 -11 -12 23 13 -15 16 -17 -18 18 19 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.7898774469284642e-05 -0.00040910599469177642 0.003021280691554341 -0.012584102839987347 -0.0011512012100657733 -0.0018678439024366108 -0.00091579473026448446 -0.014664363019738487 0.005377646707636719 0.01514056365316113 -0.0012339908482087122 0.066329442079250636 -0.0060897264609852883 0.047622723444006768 -0.014230883258184598 -0.0093318791394102259 -0.018180045800752418 -0.0032251507083738413 0.043860301197994327 0.019607494691153988 -0.004734934361031941 -0.002087576146396387 0.00012375951916991973 0.0037809130762825592 0.0054045874263094103 -0.0052371670822865014 0.013249795977376345 -0.0035912462119922087 0.0027743798409344505 -0.003571849401429246 0.009320200320900373 leaf_weight=879345 3133 473 345 4353 9071 6062 107 2129 27 71 26 1999 26 217 1123 109 2346 21 90 121 1436 409826 4001 191 986 133 981 618 953 849 leaf_count=879345 3133 473 345 4353 9071 6062 107 2129 27 71 26 1999 26 217 1123 109 2346 21 90 121 1436 409826 4001 191 986 133 981 618 953 849 internal_value=-9.78895e-06 -6.70471e-05 -0.00140176 -0.000101902 0.000111861 -0.0026439 0.00084671 0.00240028 0.000573012 0.016498 0.0402521 -0.00364702 -0.00237873 -0.00368848 -0.00333943 -0.00124496 -0.00520205 -0.000624686 0.00910696 0.00564809 -1.73299e-05 0.000154929 0.00194553 -0.00508725 -0.00144748 0.000678025 -0.000350926 0.00458503 0.000466683 0.00215102 internal_weight=1.33117e+06 905137 25792 12614 426031 13178 9951 5598 3469 124 53 2663 12833 6771 6554 3085 3469 2976 232 211 3345 416960 7134 2190 2744 1758 1625 644 3238 2285 internal_count=1331168 905137 25792 12614 426031 13178 9951 5598 3469 124 53 2663 12833 6771 6554 3085 3469 2976 232 211 3345 416960 7134 2190 2744 1758 1625 644 3238 2285 cat_boundaries=0 1 2 cat_threshold=216 2642 is_linear=0 shrinkage=0.05 Tree=1091 num_leaves=31 num_cat=1 split_feature=40 42 136 43 29 12 37 71 36 36 105 15 28 32 11 20 13 18 15 15 14 21 37 121 37 3 79 28 39 80 split_gain=3.3474 17.0735 15.0315 15.3146 12.9688 11.1567 11.6187 13.8985 17.7869 13.6932 9.80894 9.34609 9.96703 11.0046 9.32997 9.28716 9.23264 8.93185 10.8925 10.5501 10.8198 9.21833 11.9447 8.92498 8.68825 16.4888 8.67807 8.80698 9.57942 8.31525 threshold=6.1499998569488534 1.0000000180025095e-35 0 3.9500000476837163 1005.3500061035157 2.5149999856948857 11.550000190734865 323.90525817871099 10.550000190734865 10.150000095367433 -0.97855663299560536 1.3149999976158144 1019.0499877929689 11.550000190734865 17.650000572204593 9.3949999809265154 1.4950000047683718 15.405000209808351 2.6450001001358037 3.8249999284744267 4.8450000286102304 6.2550001144409189 10.750000000000002 0.77159520983695995 11.050000190734865 308.50000000000006 19.175000190734867 997.54998779296886 11.34999990463257 319.52478027343756 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 16 15 -5 7 10 9 -9 -7 24 13 17 -12 -4 -3 19 -19 21 -21 22 -13 -8 25 -6 -2 28 -28 -18 right_child=26 2 4 5 11 6 23 8 -10 -11 14 12 -14 -15 -16 -17 29 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-2.6503835777738406e-05 0.00013622058373032625 0.002870216708180291 -0.0060881230143653188 -0.00094361876324085693 0.054970364160835741 -0.016368433335510021 0.006335646197378593 0.0143835349732803 -2.8084602319833004e-05 0.06573736095428466 0.0010009687530316744 0.039199024094673601 -0.0055523640844441502 -0.0038481101080557419 -0.010562047510959438 -0.023413441470284173 -0.0057852401328791422 0.0037204416073177773 0.034152179168060771 0.019804619815501308 -0.010510188868890206 -0.0038794138957666392 0.0024529928538148576 -0.0035812014727925716 -0.00072724964732598233 -0.007757790429009633 0.035026851997655983 -0.001754482636205326 -0.0040906880693189025 0.0051343579738795837 leaf_weight=879345 418657 473 221 4761 20 92 1936 27 66 25 2600 23 3059 2952 187 119 1999 93 43 120 39 1074 575 257 4818 22 34 7311 29 191 leaf_count=879345 418657 473 221 4761 20 92 1936 27 66 25 2600 23 3059 2952 187 119 1999 93 43 120 39 1074 575 257 4818 22 34 7311 29 191 internal_value=-9.29824e-06 -6.36948e-05 -0.00133167 -9.68069e-05 -0.00251171 0.000804374 0.00240788 0.000384203 0.0172028 0.0390729 -0.000305134 -0.00225835 -0.0033113 -0.00191764 0.000225122 -0.012152 -0.00346467 0.000979542 0.0133422 6.12861e-05 0.0123689 -0.00110912 0.0038663 0.00517348 -0.000529867 0.0221128 0.000106272 -0.00159408 0.0170204 -0.00483289 internal_weight=1.33117e+06 905137 25792 12614 13178 9951 5190 2997 118 52 2879 12838 7978 4919 2787 340 2663 1967 136 1831 159 1672 598 2193 4860 42 426031 7374 63 2190 internal_count=1331168 905137 25792 12614 13178 9951 5190 2997 118 52 2879 12838 7978 4919 2787 340 2663 1967 136 1831 159 1672 598 2193 4860 42 426031 7374 63 2190 cat_boundaries=0 1 cat_threshold=216 is_linear=0 shrinkage=0.05 Tree=1092 num_leaves=31 num_cat=0 split_feature=52 55 28 32 39 84 94 23 12 12 69 64 96 93 67 53 71 54 4 64 12 12 64 23 28 35 7 78 76 28 split_gain=3.20705 17.5646 20.131 20.9998 14.5262 17.265 17.3521 15.5467 14.1805 13.3205 13.7864 13.098 9.55631 9.09583 8.81332 11.8255 8.18642 9.97079 8.02422 11.9744 9.4596 9.03966 12.4275 8.46799 12.2372 11.6358 11.2304 10.018 7.96077 7.86796 threshold=1.6649999618530276 1.7250000238418581 1006.8500061035157 7.6499998569488534 11.34999990463257 0.86349654197692882 -0.2577012032270431 5.9249999523162851 1.9950000047683718 2.2250000238418584 271.54556274414068 9.8750000000000018 -0.99445071816444386 -0.37999543547630305 5.9149999618530282 3.6950000524520878 251.79402923583987 1.2749999761581423 8.1500000953674334 3.9850000143051152 3.4650000333786015 1.0850000381469729 1.4450000524520876 5.6649999618530282 1018.3500061035157 9.9499998092651385 7.8500001430511483 34.764999389648445 37.504999160766609 1019.7500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 3 -2 -5 6 -6 -8 11 13 -11 -9 -10 -4 -1 18 -15 -18 20 -20 21 22 -16 24 28 27 -27 -26 -21 -23 right_child=1 -3 9 4 5 -7 7 8 12 10 -12 -13 -14 16 15 -17 17 -19 19 23 -22 29 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-2.9878909912882482e-05 0.048584947848160559 -2.272223322265974e-06 0.00043436677224491672 -0.0024813158955011103 0.0051213304755713691 0.0013678510910370967 0.0080061243109537487 0.026225007639073258 0.046263587087965935 -0.0046085486038123236 7.8642489223674372e-05 0.064991315036408009 0.013649649966056599 0.00039100213994888201 0.014591375744645621 0.0016940235668727304 0.0053533755557609464 0.0019833805320660864 -0.0029681904844301083 0.0040048044847019373 -0.014513679659348386 -0.0012193844192543561 0.00057813711827773119 0.00015835605299190322 0.007944273676823925 0.051178093538196245 0.014032694260500425 -0.02484396361910245 -0.0056617744017296058 -0.0033520257734718966 leaf_weight=748735 28 487426 16001 504 545 756 218 53 26 1888 9279 37 165 4926 171 4584 2918 8857 2810 802 138 21497 2116 10583 74 22 271 34 290 5414 leaf_count=748735 28 487426 16001 504 545 756 218 53 26 1888 9279 37 165 4926 171 4584 2918 8857 2810 802 138 21497 2116 10583 74 22 271 34 290 5414 internal_value=-8.83333e-06 8.60443e-05 0.00101779 0.0055446 0.00502154 0.00712234 0.0112894 0.018026 0.0257995 0.000777157 -0.000713819 0.0421623 0.0180892 0.00128629 -7.2315e-05 -0.00072333 0.00210251 0.00281851 -0.00097391 -2.84049e-05 -0.00145369 -0.00139196 0.00162591 0.000655663 0.00418078 0.0116508 0.0168218 -0.00237795 0.00143767 -0.00164843 internal_weight=1.33117e+06 533627 46201 2332 2304 1800 1044 499 281 43869 11167 90 191 32702 797541 48806 16701 11775 44222 14886 29336 29198 2287 12076 1493 401 293 108 1092 26911 internal_count=1331168 533627 46201 2332 2304 1800 1044 499 281 43869 11167 90 191 32702 797541 48806 16701 11775 44222 14886 29336 29198 2287 12076 1493 401 293 108 1092 26911 is_linear=0 shrinkage=0.05 Tree=1093 num_leaves=31 num_cat=3 split_feature=31 12 125 136 35 18 121 15 10 28 67 1 136 35 15 127 7 16 79 35 3 21 28 64 28 4 8 19 76 136 split_gain=3.03627 10.2909 13.0739 16.5539 13.7802 12.6358 11.8977 11.3358 13.8847 10.9893 11.2733 13.9927 10.6169 15.2998 15.5618 20.9642 23.1131 13.385 12.5704 12.5223 12.6482 11.0613 10.6504 10.5206 9.90572 9.61604 9.51995 11.6195 9.76513 9.45599 threshold=1022.1499938964845 3.3549998998641972 -0.3172925859689712 0 15.550000190734865 11.269999980926515 -0.8338540494441985 1.5649999976158144 10.449999809265138 1020.9500122070314 15.135000228881838 153.50000000000003 1 5.9500000476837167 1.8450000286102297 0.095842104405164733 5.8500001430511483 10.405000209808351 19.175000190734867 10.949999809265138 295.50000000000006 5.3750000000000009 1019.5499877929689 40.344999313354499 1014.2500000000001 6.1499998569488534 12.750000000000002 10.405000209808351 9.6649999618530291 2 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=-1 2 3 4 7 6 -3 8 -2 10 -5 -12 13 14 15 16 17 -4 29 -15 25 -22 26 -11 -7 -21 28 -28 -23 -16 right_child=1 5 12 9 -6 24 -8 -9 -10 23 11 -13 -14 19 18 -17 -18 -19 -20 20 21 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-3.4087644589622761e-05 0.00074775985675739893 0.040681937549795426 0.046439702918775895 0.0026129147048183795 -0.028470571960012122 -0.033602117075740054 0.0027831909730859508 0.0033042162412679774 -0.014449061952964373 -0.0015690205022288782 0.053843613000935875 0.0092611436269979808 -0.00036275513180280519 -0.0008662370735310833 0.0070944695893705072 0.0057333221470872633 0.0576266652272482 0.0078901776760492634 0.030697795467996322 0.00044483397582406104 -0.0027518351946891955 0.010510384224334677 0.0018530830712559995 0.022182377035239776 -0.0014511551587469199 -0.0029258570002891138 0.046821790826365811 0.011069903716011202 -0.0044373541520850634 -0.0010343096476230702 leaf_weight=1193024 3524 21 28 925 36 24 1493 11024 157 5814 24 66 53000 12958 487 592 42 115 37 10483 1269 340 17974 47 13473 2651 33 73 161 1273 leaf_count=1193024 3524 21 28 925 36 24 1493 11024 157 5814 24 66 53000 12958 487 592 42 115 37 10483 1269 340 17974 47 13473 2651 33 73 161 1273 internal_value=-8.39166e-06 0.000213521 0.000364199 0.00148069 0.00242474 -0.00102247 0.00330887 0.00250203 9.95933e-05 -0.000545932 0.00425658 0.0211498 0.000126452 0.000660811 0.00441215 0.0103245 0.0250162 0.0154383 0.00185573 0.000450778 0.000968176 0.00176461 0.00207307 -0.00137856 -0.00150833 -0.000235515 0.00858705 0.0222002 0.00570682 0.00124939 internal_weight=1.33117e+06 138144 123133 21617 14741 15011 1514 14705 3681 6876 1015 90 101516 48516 2574 777 185 143 1797 45942 32984 19850 18581 5861 13497 13134 607 106 501 1760 internal_count=1331168 138144 123133 21617 14741 15011 1514 14705 3681 6876 1015 90 101516 48516 2574 777 185 143 1797 45942 32984 19850 18581 5861 13497 13134 607 106 501 1760 cat_boundaries=0 1 2 3 cat_threshold=726 5909 17 is_linear=0 shrinkage=0.05 Tree=1094 num_leaves=31 num_cat=3 split_feature=43 43 125 4 34 136 4 34 14 31 28 32 35 127 15 3 4 28 35 136 122 31 41 55 23 119 41 136 30 120 split_gain=2.93023 12.9813 24.3365 14.4819 20.9988 13.4876 19.0062 12.8363 13.4407 17.0524 18.2472 12.7526 10.9288 10.672 10.501 10.4355 18.3648 10.0804 10.0342 9.81183 9.9826 11.4765 15.1722 13.4453 13.3039 12.4587 10.345 11.9157 10.2742 12.6637 threshold=8.2500000000000018 1.0000000180025095e-35 -0.33379416167736048 3.7500000000000004 8.6500000953674334 0 10.650000095367433 12.650000095367433 1.1150000095367434 1026.1499633789065 1027.049987792969 14.150000095367433 7.8500001430511483 0.11319890245795251 4.1449999809265146 347.50000000000006 5.5499999523162851 1006.4500122070314 14.650000095367433 1 -0.28400452435016627 1021.7500000000001 8.8499999046325701 82.485000610351577 8.7650003433227557 0.608738273382187 6.9500000476837167 2 1019.1499938964845 0.33379416167736059 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 left_child=1 -1 3 -3 13 6 -4 8 9 -7 -11 15 17 -5 -8 18 -17 -10 19 -6 -21 24 23 -23 25 26 27 -22 29 -27 right_child=-2 2 5 4 11 7 14 -9 12 10 -12 -13 -14 -15 -16 16 -18 -19 -20 20 21 22 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-1.094555172202227e-05 0.00010647206084074537 -0.001243206729223542 -0.002102371228134912 -0.0060964205137063422 0.0084811456551775882 0.0032553369614384689 -0.0097843489121802203 -0.0030282668061045338 -0.018727910802924946 0.059042742533673503 0.0042833053528738676 -0.0058250510863500603 -0.00039932003145804612 0.0044420541715272047 0.0022735785675105868 0.0012352260783789499 0.047153099123878703 -0.0037159290765949766 0.029226053883566666 0.0067580598857915983 0.0097118158028651723 0.0021845926166965367 0.017996111701648703 0.0341682895887917 -0.0050585793647527078 0.002894334691227414 -0.0019004109936617574 -0.0069865237869374403 -0.0058906392302624025 0.021809029132080729 leaf_weight=885289 393846 4468 8542 992 843 1275 1327 5683 124 29 32 360 20762 317 209 51 38 1139 38 1209 454 979 211 34 900 160 1440 133 86 198 leaf_count=885289 393846 4468 8542 992 843 1275 1327 5683 124 29 32 360 20762 317 209 51 38 1139 38 1209 454 979 211 34 900 160 1440 133 86 198 internal_value=-7.96994e-06 -5.60564e-05 -0.000823572 0.00105874 0.00227691 -0.00144477 -0.00302013 -0.000896784 -0.000378645 0.00449091 0.0303165 0.00334504 -0.000674024 -0.00354432 -0.00814365 0.00383238 0.0208406 -0.00518979 0.00360594 0.00345947 0.00271082 0.00165184 0.00579871 0.00325808 0.000146124 0.00204181 0.000380177 0.0059748 0.00962767 0.0133555 internal_weight=1.33117e+06 937322 52033 12911 8443 39122 10078 29044 23361 1336 61 7134 22025 1309 1536 6774 89 1263 6685 6647 5804 4595 1224 1013 3371 2471 2027 587 444 358 internal_count=1331168 937322 52033 12911 8443 39122 10078 29044 23361 1336 61 7134 22025 1309 1536 6774 89 1263 6685 6647 5804 4595 1224 1013 3371 2471 2027 587 444 358 cat_boundaries=0 1 2 3 cat_threshold=7429 548 144 is_linear=0 shrinkage=0.05 Tree=1095 num_leaves=31 num_cat=1 split_feature=52 55 31 54 58 7 32 77 65 38 21 20 15 136 28 39 20 8 64 79 19 80 32 30 68 37 55 66 4 31 split_gain=3.32765 11.3557 16.3554 11.1741 10.9727 9.15036 8.74918 8.62513 10.496 11.5831 8.41255 9.37175 9.0453 17.4882 12.9768 10.5583 7.92904 11.973 11.3898 16.5594 13.8981 11.2711 9.7924 12.5201 10.4437 9.12751 17.2303 15.453 11.0725 9.12224 threshold=2.054999947547913 1.7250000238418581 1005.4500122070314 2.2949999570846562 245.02324676513675 15.34999990463257 7.8500001430511483 7.7349998950958261 7.8750000000000009 14.750000000000002 8.7449998855590838 7.9949998855590829 1.3750000000000002 0 1019.3500061035157 15.050000190734865 8.2349996566772479 1.6500000357627871 3.3549998998641972 1.8049999475479128 18.219999313354496 310.63249206542974 14.84999990463257 1024.350036621094 301.72041320800787 11.949999809265138 27.195000648498539 23.675000190734867 7.8500001430511483 1014.6499938964845 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 4 5 -2 -4 -6 8 -8 -10 -1 -12 13 14 15 -13 18 -18 21 22 -21 -3 23 24 -20 26 -22 28 -28 -26 right_child=1 16 3 -5 6 -7 7 -9 9 -11 11 12 -14 -15 -16 -17 17 -19 19 20 25 -23 -24 -25 29 -27 27 -29 -30 -31 leaf_value=-0.00010907705504650464 0.001198045686540574 4.000400889326591e-05 0.0017433465220019263 -0.00017973726535946619 0.036407229699322891 -0.015878702015490145 0.0093457946106002884 0.006015041417287364 0.019370846069521375 0.063640186258337714 0.0036709873412231297 0.00041898347300862808 0.0001301664826136578 0.00017528050929309342 0.0086828421176859578 0.0072142124146555081 -0.0015612059670154757 -0.00010429167658165899 0.0045683694243153408 0.00025186167668685096 0.0043573017751511473 -0.0012846045571128276 -0.00010566086990055613 -0.0081676619528598116 0.030823800285262146 0.0022127177129223391 0.049799936396690711 -0.0081110304701724097 0.01982377379520818 0.009736023960665436 leaf_weight=740552 728 54799 16306 16501 29 74 124 723 45 22 2145 1920 75531 7076 1198 814 15874 126318 2837 240434 468 22717 1495 177 66 1658 48 32 86 230 leaf_count=740552 728 54799 16306 16501 29 74 124 723 45 22 2145 1920 75531 7076 1198 814 15874 126318 2837 240434 468 22717 1495 177 66 1658 48 32 86 230 internal_value=7.53305e-06 0.000109163 0.00098384 0.000738607 0.0058094 0.00166374 0.00936939 0.00851152 0.0179615 0.033907 -5.39659e-05 0.000406238 0.000325316 0.00166433 0.00433254 0.00244214 4.44815e-05 -0.000266938 0.000180712 0.000346341 0.000288802 -0.000348189 0.00325296 0.00476992 0.00550084 0.00416387 0.00926641 0.0231066 0.0305615 0.014438 internal_weight=1.33103e+06 501791 34552 32881 1671 16380 943 914 191 67 829236 88684 86539 11008 3932 2734 467239 142192 325047 247531 242726 77516 4805 3310 3133 2292 634 166 134 296 internal_count=1331027 501791 34552 32881 1671 16380 943 914 191 67 829236 88684 86539 11008 3932 2734 467239 142192 325047 247531 242726 77516 4805 3310 3133 2292 634 166 134 296 cat_boundaries=0 1 cat_threshold=4939 is_linear=0 shrinkage=0.05 Tree=1096 num_leaves=31 num_cat=2 split_feature=52 55 31 12 56 76 67 136 69 6 121 112 71 87 20 8 23 3 104 82 31 136 0 126 3 32 20 105 32 31 split_gain=3.0032 10.2485 14.7607 10.6534 9.18045 12.4773 16.1356 8.78038 8.07977 8.20583 9.15168 7.92212 8.13945 7.80203 8.8221 11.0639 8.56575 13.0883 12.5142 8.76451 12.1276 9.65883 7.99268 25.2521 11.9613 7.84434 9.93705 7.84517 7.62738 7.66639 threshold=2.054999947547913 1.7250000238418581 1005.4500122070314 2.2250000238418584 271.79997253417974 6.8949999809265146 11.284999847412111 0 271.54556274414068 7.0499999523162851 -0.9366365075111388 -0.99353402853012074 272.36293029785162 0.88937434554100048 8.2349996566772479 1.6500000357627871 8.8249998092651385 216.50000000000003 -0.12186546996235846 284.40267944335943 1012.7500000000001 1 307.50000000000006 -0.36648726463317866 238.50000000000003 11.449999809265138 6.1349999904632577 -0.6728622019290923 11.250000000000002 1022.1499938964845 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=-1 2 4 7 -2 6 -6 -4 9 -5 -11 12 -7 14 16 -16 -3 18 -18 -19 -21 22 -22 -24 -25 26 -26 -28 -15 -30 right_child=1 13 3 8 5 11 -8 -9 -10 10 -12 -13 -14 28 15 -17 17 19 -20 20 21 -23 23 24 25 -27 27 -29 29 -31 leaf_value=-5.1267490299328809e-05 0.0019371954564384782 0.00019087138910090884 -0.00051553439357104219 -0.008593558823749424 0.015396433561969467 0.048543664059517065 0.061272869550663495 0.0018110938645836728 -3.2379076251585942e-06 0.02156227019704169 -0.0021955188773842694 0.0051039293549705513 0.0050244657411461788 -0.001888742280855121 -0.0014847627531368421 -5.9240630414464509e-05 0.0029764667759389746 -0.0023465894365715064 -0.0017491788252346476 0.0091482127872600707 -0.002140248872033602 -0.0015407377556522672 0.045395498836619988 0.033062509390892406 0.043383704554289582 0.0013177433572983909 0.012661678768068431 -0.0021531645639581566 -0.00039670752752118618 0.0034677985882286128 leaf_weight=829236 864 261054 5241 583 115 22 23 17913 7940 42 1162 626 21 8885 15315 122359 10320 3067 1621 416 737 3282 36 33 20 1796 244 141 36583 1330 leaf_count=829236 864 261054 5241 583 115 22 23 17913 7940 42 1162 626 21 8885 15315 122359 10320 3067 1621 416 737 3282 36 33 20 1796 244 141 36583 1330 internal_value=7.15647e-06 0.000103705 0.000934648 0.000701677 0.00551893 0.00935366 0.0230425 0.00128501 -0.000686885 -0.00372447 -0.00136676 0.00652995 0.0272901 4.22574e-05 0.000110423 -0.000217817 0.000270237 0.00122445 0.00233496 -0.000132553 0.000880191 0.000333284 0.00237591 0.00385264 0.00318319 0.00273521 0.00902106 0.00723598 -0.000570154 -0.000261139 internal_weight=1.33103e+06 501791 34552 32881 1671 807 138 23154 9727 1787 1204 669 43 467239 420441 137674 282767 21713 11941 9772 6705 6289 3007 2270 2234 2201 405 385 46798 37913 internal_count=1331027 501791 34552 32881 1671 807 138 23154 9727 1787 1204 669 43 467239 420441 137674 282767 21713 11941 9772 6705 6289 3007 2270 2234 2201 405 385 46798 37913 cat_boundaries=0 1 2 cat_threshold=5152 1297 is_linear=0 shrinkage=0.05 Tree=1097 num_leaves=31 num_cat=0 split_feature=52 16 14 13 92 112 32 23 19 39 52 126 42 23 60 20 105 124 27 110 32 36 22 125 9 39 67 20 60 96 split_gain=2.90033 9.51695 9.39802 9.39255 11.8704 15.3315 12.4262 10.5844 9.23057 9.45647 9.20574 14.4388 9.94964 8.7857 8.43263 13.6902 9.01088 17.4754 15.0407 8.14339 8.31833 9.12345 8.31053 7.85598 11.847 7.95531 9.28706 8.91184 7.94213 7.60742 threshold=8.6350002288818377 12.699999809265138 1.4049999713897707 2.5949999094009404 0.18218764662742618 -0.98321744799613942 15.84999990463257 8.1849999427795428 11.269999980926515 19.650000572204593 24.085000038146976 -0.95368063449859608 7.9500000476837167 7.5050001144409189 0.57356831431388866 7.2149999141693124 -0.9844895303249358 0.23343648016452792 280.50000000000006 0.0094106988981366175 3.3999999761581425 13.650000095367433 8.1750001907348651 -0.11319890245795249 8.0500001907348651 13.34999990463257 25.695000648498539 7.1949999332427987 0.57691690325737011 -0.6583741009235381 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 4 5 23 19 10 9 -4 11 12 -5 -7 15 -13 17 18 -17 20 21 -6 29 24 -2 -26 27 -27 -25 -22 right_child=1 2 8 7 6 13 -8 -9 -10 -11 -12 14 -14 -15 -16 16 -18 -19 -20 -21 22 -23 -24 28 25 26 -28 -29 -30 -31 leaf_value=-2.8480927847504373e-05 0.003710138028863916 0.001176078201983499 -0.0013100089527187516 -0.0033401154792345568 -0.00016262792283669114 0.00090137420076192784 -0.0016249905773711637 -0.0011583516348300351 -1.0188555621798353e-05 0.0094621929918750416 0.0019473640235660407 2.6642525575474848e-05 -0.016362094728228731 -0.0018316345022967549 -0.00042147573113668617 0.061605786811560398 0.0041814869264046864 -0.0036910613069776445 0.013359261197703226 0.0031283320483025019 0.0028378552020348587 0.034533022897731927 -0.0036613613870348487 0.0062333465296881821 0.0088865083167687636 0.032025832185325655 0.047198632519160004 -0.0037867825070861728 -0.00052144146517608221 -0.023992447249798311 leaf_weight=1083477 1020 14630 18508 1206 40 5353 1927 11423 142252 206 9159 3783 167 6525 11044 30 2241 50 35 13067 1229 36 1121 600 182 38 35 32 1584 27 leaf_count=1083477 1020 14630 18508 1206 40 5353 1927 11423 142252 206 9159 3783 167 6525 11044 30 2241 50 35 13067 1229 36 1121 600 182 38 35 32 1584 27 internal_value=6.79855e-06 0.00016121 -3.72432e-05 0.000645513 0.00126938 0.000256173 0.00216191 0.000122421 -0.00014752 -0.00119143 0.000650304 1.00921e-05 -0.004924 -0.000599963 0.000404348 0.00189 0.00488196 0.0185321 0.0356269 0.0026321 -1.13226e-05 0.0162722 -0.000531955 0.00316915 0.00623523 0.0152094 0.0261691 0.0156544 0.00133427 0.00226109 internal_weight=1.33103e+06 247550 175596 71954 32816 15369 17447 39138 160966 18714 27715 18556 1373 11878 17183 6139 2356 115 65 15520 2453 76 2377 3491 1307 287 105 70 2184 1256 internal_count=1331027 247550 175596 71954 32816 15369 17447 39138 160966 18714 27715 18556 1373 11878 17183 6139 2356 115 65 15520 2453 76 2377 3491 1307 287 105 70 2184 1256 is_linear=0 shrinkage=0.05 Tree=1098 num_leaves=31 num_cat=1 split_feature=52 12 65 132 85 76 98 37 20 125 82 60 120 28 35 16 130 57 63 32 53 33 39 136 85 121 31 55 80 121 split_gain=2.8438 7.76707 9.67337 9.40309 14.0152 12.9234 10.3999 7.73922 8.29428 11.3743 10.2935 13.0842 18.6317 15.2447 7.18124 6.74464 8.07154 7.18138 8.80654 8.41429 6.31015 9.24107 8.26246 10.6319 10.4543 9.83179 12.941 9.24881 11.3564 14.1551 threshold=52.460000991821296 3.6450001001358037 40.225000381469734 1020.3500061035157 0.80317577719688427 14.925000190734865 -0.93685069680213917 16.550000190734867 10.00500011444092 -0.95368063449859608 307.60095214843756 0.82117867469787609 -0.74892720580101002 1015.5499877929689 16.650000572204593 14.550000190734865 112.50000000000001 306.18588256835943 0.84598696231842052 12.949999809265138 54.385000228881843 12.34999990463257 13.84999990463257 0 0.74403995275497448 -0.44618082046508784 1025.7500000000002 174.35499572753909 301.98719787597662 -0.62249094247817982 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=-1 3 -3 7 5 15 -6 -2 9 -9 11 12 13 -11 20 16 -5 18 19 -17 21 -4 24 25 27 -24 -27 28 -22 -30 right_child=1 2 14 4 6 -7 -8 8 -10 10 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=-8.2758884697642001e-06 0.00057696158245263188 -0.0015609730879375312 0.0063683024946843822 -0.022922018008126367 0.012340558695399927 0.03459136155025478 -0.0080946868055011383 -0.025249098237747181 0.00053067969492324421 0.076865535384664938 0.0026439172147850816 0.0029401367492189619 0.014510416643312596 0.019243124863979492 -0.0093826022864283778 0.010730129895223813 0.0070788435890902709 -0.013797984704036604 0.010856742809442545 0.051440809741616245 0.0022582888140999288 -0.0015538119458578751 0.014614075710763404 0.00099951570888431136 -0.001586236577863234 5.2721802113583004e-05 0.035967765976157452 -0.0020529368975686791 0.042088713158706305 0.0081411945990475937 leaf_weight=1279039 23752 9082 1036 31 90 57 202 26 880 24 420 180 235 22 183 22 81 22 180 30 2750 571 309 2920 7063 353 27 1242 38 160 leaf_count=1279039 23752 9082 1036 31 90 57 202 26 880 24 420 180 235 22 183 22 81 22 180 30 2750 571 309 2920 7063 353 27 1242 38 160 internal_value=6.45862e-06 0.000368966 -0.000248327 0.000974032 0.00662934 0.0124455 -0.00179615 0.000815704 0.00398895 0.00734428 0.00830617 0.0134648 0.0202067 0.049307 0.00046759 0.00899658 -0.00122497 0.0135037 0.0160927 0.0342171 0.000577043 0.00355341 0.000255214 0.00233696 -0.00041243 0.00787624 0.00260458 0.00156623 0.003091 0.0146564 internal_weight=1.33103e+06 51988 25734 26254 715 423 292 25539 1787 907 881 461 281 46 16652 366 112 254 232 52 16469 1607 14862 3609 11253 689 380 4190 2948 198 internal_count=1331027 51988 25734 26254 715 423 292 25539 1787 907 881 461 281 46 16652 366 112 254 232 52 16469 1607 14862 3609 11253 689 380 4190 2948 198 cat_boundaries=0 1 cat_threshold=512 is_linear=0 shrinkage=0.05 Tree=1099 num_leaves=31 num_cat=1 split_feature=31 66 79 136 76 30 69 23 32 73 29 106 28 98 30 125 28 28 16 22 12 34 64 124 3 15 60 71 8 40 split_gain=2.81174 9.53661 8.92282 9.97754 11.373 9.33484 8.80173 8.52594 12.7608 10.1213 8.40604 8.38074 7.81996 8.2579 7.68801 9.68151 7.64535 9.24656 14.739 14.4724 21.8333 16.4581 13.4125 20.7719 16.9101 26.2593 19.6408 13.4242 12.532 11.9506 threshold=1015.5499877929689 56.225000381469734 28.134999275207523 0 37.504999160766609 1019.7500000000001 279.39300537109381 6.6250000000000009 9.7500000000000018 0.69757273793220531 1016.6499938964845 -0.82015323638916005 1010.9500122070314 -0.86806976795196522 1017.2500000000001 -0.81408452987670887 1.0000000180025095e-35 1014.8500061035157 8.7100000381469744 9.2449998855590838 3.9650000333786015 15.449999809265138 13.545000076293947 -0.23343648016452787 321.50000000000006 2.9050000905990605 0.83762505650520336 293.17028808593756 4.2500000000000009 9.0500001907348651 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 16 4 5 7 14 -4 10 -10 -9 -7 13 -3 -5 -16 -2 18 -18 21 -21 22 23 24 -20 26 28 -25 -26 -27 right_child=1 12 3 6 -6 11 -8 8 9 -11 -12 -13 -14 -15 15 -17 17 -19 19 20 -22 -23 -24 27 25 29 -28 -29 -30 -31 leaf_value=-6.7903477025259398e-05 -0.0056568849858711677 0.026750363008576934 0.0025992708488145858 -0.00026895887970974306 -0.0041065441336587917 0.0046012470509510404 -0.0011785443674053979 0.05412783080034636 0.028901509819750454 0.0044828572127968381 0.018695541492530277 -0.0034985433939912721 0.0014722562838246456 -0.0097598390298939894 -0.015757535095806449 -0.0046453823967582773 -0.00046130647987227601 3.7093650594826688e-05 0.0047352688279291896 -0.00015583735957912427 -0.011996753388434513 -0.00043829600313442823 -3.2304373690857183e-05 0.0010629360962119796 -0.0012910823043234447 0.068112060355563317 0.058781395573168999 0.0054246552485876978 0.017112824835285947 0.01853798169642687 leaf_weight=653103 579 59 1108 499 775 516 14335 22 47 437 70 838 10111 21 279 659 16597 598481 5216 3439 439 6568 4470 9765 185 31 20 2153 185 20 leaf_count=653103 579 59 1108 499 775 516 14335 22 47 437 70 838 10111 21 279 659 16597 598481 5216 3439 439 6568 4470 9765 185 31 20 2153 185 20 internal_value=6.13607e-06 7.74648e-05 5.42971e-05 -0.000997168 0.00129656 0.00267918 -0.00155153 0.00516441 0.0100987 0.00685409 0.0271685 -0.000411769 0.00159546 0.0171664 -0.00528314 -0.0079506 8.6069e-05 9.12039e-05 0.000750916 0.00137014 -0.00149626 0.00175863 0.00241318 0.00303516 0.00553015 0.0149317 0.0105196 0.00185089 0.00791087 0.0486712 internal_weight=1.33103e+06 677924 667733 19585 3813 3038 15772 1684 576 484 92 1354 10191 80 1437 938 648148 647569 49088 32491 3878 28613 22045 17575 5657 441 390 11918 370 51 internal_count=1331027 677924 667733 19585 3813 3038 15772 1684 576 484 92 1354 10191 80 1437 938 648148 647569 49088 32491 3878 28613 22045 17575 5657 441 390 11918 370 51 cat_boundaries=0 1 cat_threshold=2160 is_linear=0 shrinkage=0.05 Tree=1100 num_leaves=31 num_cat=4 split_feature=31 28 23 39 33 12 43 4 114 125 136 11 76 12 22 136 108 136 64 4 38 28 5 86 0 42 115 136 36 28 split_gain=3.04348 8.02059 11.9109 15.6486 13.117 12.1704 13.3957 11.9639 11.2064 11.6372 13.286 12.9879 11.9376 10.8196 12.2761 17.266 11.3643 12.6191 15.7511 11.4699 11.0771 13.1809 10.9579 12.3598 9.72723 9.55401 8.90882 8.61435 9.96424 9.621 threshold=1010.9500122070314 1011.7500000000001 6.2850000858306894 8.5500001907348651 16.750000000000004 2.935000061988831 13.449999809265138 11.250000000000002 0.28400452435016638 0.63605400919914257 0 18.150000572204593 34.114999771118171 2.2150000333786015 9.6750001907348651 1 -0.70461639761924733 2 115.05000305175783 12.050000190734865 13.150000095367433 1010.6499938964845 7.7500000000000009 0.8576871156692506 204.50000000000003 9.8499999046325701 -0.97233289480209339 3 17.150000572204593 1009.7500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 1 2 2 left_child=-1 2 3 -2 13 -5 8 -8 9 10 11 -7 -12 24 16 -16 22 18 -18 -19 25 26 -15 -24 -4 -17 -22 28 29 -26 right_child=1 -3 4 5 -6 6 7 -9 -10 -11 12 -13 -14 14 15 20 17 19 -20 -21 21 -23 23 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.00018535278150217814 -0.01229138441648861 -1.163590835197324e-05 0.0036880927213291423 0.00019106957243498885 -0.0011506185501275468 -0.0042463236632378437 -0.004030766379502085 0.041495069464848891 0.018094064898988498 -0.0010640963513394268 -0.019274725344410971 0.031895167839068636 -0.0045293209727017229 -0.0087996239941455431 -0.0091742296717613001 -0.0068426074196019622 0.0024182775058462199 -0.0016259090005111033 0.021540870247066982 0.0044888366078200724 -0.0010641289273432145 -0.0030287418112730728 0.00075170216034107986 -0.01149088590608343 0.010584936934855575 0.025308790333569049 0.024015329229576443 -0.00012954074534182752 -0.0020252119648500023 0.0029592707225707649 leaf_weight=204598 264 1050335 7519 31875 5636 566 27 31 56 1195 357 26 223 487 727 305 8929 4088 109 944 48 138 1989 230 466 25 135 5125 886 3680 leaf_count=204598 264 1050335 7519 31875 5636 566 27 31 56 1195 357 26 223 487 727 305 8929 4088 109 944 48 138 1989 230 466 25 135 5125 886 3680 internal_value=-7.94907e-06 2.42737e-05 0.000519991 -0.000164664 0.00109161 -7.14789e-05 -0.00344461 0.020302 -0.00401304 -0.00453606 -0.00807616 -0.00261486 -0.0133748 0.00144431 0.000586959 -0.00394968 0.000959604 0.00153031 0.00264597 -0.000477837 0.00199508 0.00863871 -0.00200783 -0.000517246 0.00232484 -0.0044069 0.0174371 0.00131566 0.0027823 0.00381638 internal_weight=1.33102e+06 1.12642e+06 76086 34620 41466 34356 2481 58 2423 2367 1172 592 580 35830 18154 1378 16776 14070 9038 5032 651 321 2706 2219 17676 330 183 10157 5032 4146 internal_count=1331019 1126421 76086 34620 41466 34356 2481 58 2423 2367 1172 592 580 35830 18154 1378 16776 14070 9038 5032 651 321 2706 2219 17676 330 183 10157 5032 4146 cat_boundaries=0 1 2 3 4 cat_threshold=241 912 5003 1833 is_linear=0 shrinkage=0.05 Tree=1101 num_leaves=31 num_cat=1 split_feature=31 125 28 115 136 33 28 27 22 24 20 27 39 4 12 111 71 12 85 98 28 38 11 35 29 74 33 72 3 39 split_gain=2.74663 7.84178 14.2093 16.3849 14.1926 13.4417 19.7139 13.158 23.1884 21.5288 18.9808 18.566 15.8988 15.8246 12.2976 11.9394 12.9393 12.3701 16.3572 10.8288 12.9513 14.2305 11.7003 10.5575 14.1816 14.6964 10.4085 10.1122 9.90143 9.7718 threshold=1010.9500122070314 -0.23343648016452787 1007.1499938964845 0.96359375119209301 0 11.250000000000002 1005.5499877929689 261.50000000000006 7.055000066757203 199.50000000000003 7.3150000572204599 221.50000000000003 12.949999809265138 5.8500001430511483 2.6350001096725468 -0.84513789415359486 276.06398010253912 3.5249999761581425 0.77008798718452465 -0.93564358353614796 997.54998779296886 11.750000000000002 13.750000000000002 13.250000000000002 1001.9500122070314 0.58282566070556652 13.750000000000002 0.75191497802734386 182.50000000000003 12.550000190734865 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 11 9 -9 13 29 -13 -11 -15 17 -17 18 -6 20 21 22 -19 28 25 -25 -10 -26 -20 -7 right_child=-2 -3 -4 -5 15 7 -8 8 26 10 -12 12 -14 14 -16 16 -18 19 23 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31 leaf_value=-0.0068320304789716742 2.3055925052658069e-05 8.6980628049852611e-06 -0.001255955217856343 0.045712714209221308 0.01519460024555358 -0.00038224373507546262 0.010863458825096119 0.0046059059310857567 0.0083319327069972231 0.04434141188161448 0.062491223050488369 0.003026110375431954 -0.015896756774394439 -0.0014991588548154515 0.028683306658014992 -0.00033938292898791545 -0.0058887612944156092 0.069177963521797212 -0.0038122306636870561 -0.0032958461900342547 0.00121869199957921 0.002715289232067087 0.021711164964614688 0.060877217426896092 -0.0065373908488749015 0.013063965853717592 -0.0055426481926597361 0.017887152952607722 0.018249443908254698 0.01175416649833794 leaf_weight=573 1126421 150845 36399 20 381 270 217 146 426 60 36 233 212 68 67 10680 1165 20 472 951 335 55 37 25 103 45 198 72 57 430 leaf_count=573 1126421 150845 36399 20 381 270 217 146 426 60 36 233 212 68 67 10680 1165 20 472 951 335 55 37 25 103 45 198 72 57 430 internal_value=-7.55511e-06 -0.000176085 -0.000694635 0.000482701 0.000430514 0.00359236 -0.00197137 0.00565726 0.00984458 0.0196352 0.0291342 0.00199656 -0.00598883 0.022976 0.0134803 -0.000216586 -0.000885185 0.00288462 0.0067137 -0.00027888 0.00613977 0.020859 0.0383662 0.00253899 0.0111197 0.0301401 0.00392942 0.00351156 -0.00143507 0.00707298 internal_weight=1.33102e+06 204598 53753 17354 17334 2936 790 2146 1001 377 231 1145 445 195 135 14398 11845 2553 1155 1398 447 112 57 774 245 70 624 175 529 700 internal_count=1331019 204598 53753 17354 17334 2936 790 2146 1001 377 231 1145 445 195 135 14398 11845 2553 1155 1398 447 112 57 774 245 70 624 175 529 700 cat_boundaries=0 1 cat_threshold=1292 is_linear=0 shrinkage=0.05 Tree=1102 num_leaves=31 num_cat=0 split_feature=69 132 28 38 32 64 52 21 69 76 38 52 65 37 43 65 16 7 72 85 23 124 55 6 20 79 129 122 127 31 split_gain=2.69888 4.94815 4.52638 5.66134 6.86115 7.64905 14.7893 9.36532 6.10106 5.70423 5.54954 6.4372 6.22484 6.25902 5.83162 9.91343 5.33642 5.17134 9.12714 4.96024 4.8878 6.8767 7.93019 6.8958 6.0238 5.92321 5.5825 5.28018 5.17689 8.43684 threshold=317.66743469238287 1015.3500061035157 1018.1499938964845 10.550000190734865 10.34999990463257 67.155002593994155 9.7150001525878924 8.6549997329711932 344.78651428222662 37.504999160766609 11.750000000000002 24.644999504089359 7.9849998950958261 12.150000095367433 5.0499999523162851 20.365000724792484 17.029999732971195 13.050000190734865 0.8457494080066682 0.79751309752464306 6.6050000190734872 0.53727915883064281 18.214999198913578 7.5499999523162851 8.3550000190734881 38.764999389648445 338.50000000000006 -0.67556449770927418 0.77159520983695995 1012.7500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 20 9 8 10 -7 19 -5 17 11 -6 13 -12 16 -16 -14 -4 -19 -8 24 23 -23 25 -2 -22 -25 -26 -24 -30 right_child=1 -3 3 4 5 6 7 -9 -10 -11 12 -13 14 -15 15 -17 -18 18 -20 -21 21 22 28 26 27 -27 -28 -29 29 -31 leaf_value=6.9597380092663518e-06 -0.00060895194007923878 -0.0035738537923214716 0.0010536447062742757 -0.0053218834547553683 -0.00023556875553237247 0.037337063439190389 0.029585352475228519 -0.011758547134342649 0.0074189599612727768 -0.0076080511410615177 -0.006882508769916933 0.0077768733252684659 -0.0029846332508013025 0.0013459024533849298 -0.010312305457556426 0.013272584335794464 -0.011296215138072782 0.0011568197106343421 0.028609296971505202 0.0052915733717808335 0.00033967106446570257 0.0022824386264505762 0.0014541924274575459 -0.0055332075646627333 0.033735445265968639 -0.0072792944186066246 0.018932944283975909 0.0058012053600630204 0.0047017664041235892 -0.0051485107559774371 leaf_weight=1280533 19090 1174 2395 1556 1429 34 23 84 100 181 265 304 4392 1807 67 133 202 82 48 243 5722 7447 1166 817 21 267 24 87 274 1052 leaf_count=1280533 19090 1174 2395 1556 1429 34 23 84 100 181 265 304 4392 1807 67 133 202 82 48 243 5722 7447 1166 817 21 267 24 87 274 1052 internal_value=-7.17735e-06 -0.000365752 -0.000289375 -0.00107581 -0.00159519 -0.00105001 0.00585432 0.00279599 -0.00455251 0.000966196 -0.00135833 0.00116996 -0.00199648 0.000293524 -0.00298624 0.00537165 -0.0033501 0.00158083 0.0112931 0.00739216 2.41895e-06 0.000626081 0.00146544 -0.000595346 -0.000542335 4.37821e-09 -0.00483501 0.0112329 -0.000976068 -0.00311308 internal_weight=1.33102e+06 50486 49312 13345 10639 8983 384 350 1656 2706 8599 1733 6866 2072 4794 200 4594 2525 130 266 35967 16769 9939 6830 19198 5989 841 108 2492 1326 internal_count=1331019 50486 49312 13345 10639 8983 384 350 1656 2706 8599 1733 6866 2072 4794 200 4594 2525 130 266 35967 16769 9939 6830 19198 5989 841 108 2492 1326 is_linear=0 shrinkage=0.05 Tree=1103 num_leaves=31 num_cat=0 split_feature=31 43 28 26 39 0 22 42 28 31 65 41 43 35 55 125 39 98 8 127 126 67 87 100 95 67 127 37 15 3 split_gain=2.64358 8.08365 6.81649 15.3963 18.7443 11.4662 10.3989 10.092 19.4717 10.8531 9.60355 8.42055 8.36522 8.19488 7.79853 7.40605 7.40016 7.18482 9.89931 12.9062 7.65394 7.08707 6.86351 7.19654 6.77498 6.76921 7.37605 8.04788 6.97789 7.40207 threshold=1020.0499877929689 17.250000000000004 1019.6499938964845 299.50000000000006 11.150000095367433 305.50000000000006 5.7550001144409189 5.6499998569488534 1020.5499877929689 1016.6499938964845 0.39499999582767492 6.4500000476837167 15.750000000000002 10.250000000000002 16.154999732971195 0.8140845298767091 16.750000000000004 -0.86095523834228505 11.949999809265138 0.49240480363368994 -0.95368063449859608 42.375000000000007 0.86333405971527111 -0.73483929038047779 -0.752781182527542 27.755000114440922 -0.62249094247817982 13.449999809265138 2.7250000238418584 285.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 4 5 7 10 -4 -9 -10 -5 -11 24 -13 17 -8 -14 18 20 -20 -7 -16 -12 -24 -6 28 27 -27 -17 -30 right_child=1 -3 3 6 12 14 15 8 9 11 22 13 16 -15 21 25 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=-8.3210307322287384e-06 0.00013672355127111209 0.031159606921885699 -0.0003468332249947121 -0.0013955199504136571 0.0021940719581285081 0.036334160994738345 -0.0028733448950316524 -0.0026924578488332273 0.037206809583585708 0.035404306557029488 0.0073383527950878161 -0.0034446395017326843 0.037574691011936279 0.015730401325975914 -0.0033487530569867429 -0.00049090614612330794 0.0063439152121237408 0.0040029653440612888 0.054259263068437584 0.014931267846952237 0.0063627936236939258 0.0093654599035929501 0.027046816208926235 -0.0016182815288917291 -0.00064732372314303514 0.0057571549994733049 0.00083235036264038922 0.040555257257074123 -0.011228466736466377 -0.0028192555279031332 leaf_weight=1012278 251067 21 3426 1530 2230 22 10750 288 48 32 793 93 21 139 449 4299 196 1402 25 126 671 145 23 456 35415 54 2321 24 294 2381 leaf_count=1012278 251067 21 3426 1530 2230 22 10750 288 48 32 793 93 21 139 449 4299 196 1402 25 126 671 145 23 456 35415 54 2321 24 294 2381 internal_value=-6.81848e-06 0.000139318 -4.07958e-05 -0.000526709 1.32985e-05 0.00241691 -0.0015803 0.000700785 0.00668269 0.0153367 0.00127349 0.0113603 -0.00042258 0.00804385 0.00484971 -0.00197767 0.00936625 0.00619713 0.00984195 0.0214425 0.00731427 -0.000245115 0.00448385 -0.000241878 -0.000479006 -0.000950403 0.0013406 0.0164643 -0.00173849 -0.00374348 internal_weight=1.33102e+06 251088 1.07993e+06 67653 44728 6866 22925 4026 600 312 2802 264 37862 232 2840 20123 217 2246 844 151 693 594 1272 479 37645 9373 2399 78 6974 2675 internal_count=1331019 251088 1079931 67653 44728 6866 22925 4026 600 312 2802 264 37862 232 2840 20123 217 2246 844 151 693 594 1272 479 37645 9373 2399 78 6974 2675 is_linear=0 shrinkage=0.05 Tree=1104 num_leaves=31 num_cat=2 split_feature=74 55 8 96 135 13 71 88 92 5 37 35 55 52 120 136 136 32 35 63 99 8 108 28 39 113 106 81 78 28 split_gain=2.59602 6.50753 6.96291 7.278 5.9832 10.9538 11.5494 6.65362 5.97057 5.86584 5.70329 7.13189 8.04354 8.52661 7.82886 16.1724 7.76567 11.7765 9.82334 9.31532 7.61721 7.55682 9.81863 11.859 8.67108 8.54904 7.8052 7.23525 7.15286 6.76838 threshold=0.87363886833190929 0.30500000715255743 13.84999990463257 -0.58428457379341114 1023.6499938964845 3.4650000333786015 301.78343200683599 -0.98634403944015492 -0.89015743136405934 0.75000000000000011 15.84999990463257 12.84999990463257 33.104999542236335 3.435000061988831 -0.41467745602130884 0 1 11.34999990463257 11.550000190734865 0.92548403143882763 -0.98647966980934132 8.0500001907348651 0.72659826278686535 1019.4500122070314 13.250000000000002 -0.85260769724845875 -0.99659705162048329 81.029670715332045 6.8849999904632577 1022.1499938964845 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -4 -1 6 9 -7 -3 -6 11 16 13 27 15 21 17 18 -10 -19 -18 26 23 25 -25 -23 -14 -13 -22 -12 right_child=1 8 3 -5 5 7 -8 -9 10 -11 29 12 14 -15 -16 -17 20 19 -20 -21 28 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-2.1243857561107493e-05 -0.0010513883172753506 -0.0015378083094028112 -0.0038686158443110349 -0.019374287940029586 0.025046608237048181 -0.036260832644378148 -0.0079662423432109875 -0.0089708269621923097 0.00070198826637305075 0.0010262573020487066 -0.0006110019423360703 0.010931834680753677 0.01482022951998449 0.0024375018374815176 -0.0011262475243568196 -0.0018687655163084759 -0.0025591086285281736 0.0026850007171154763 -0.0041399760169227879 0.014205677908267007 0.0016237067041690563 0.0091553057236506523 -0.00035628050904772525 0.028182213157415394 -0.0036701785645219596 0.023282997985318254 0.00035765867288718793 -0.00033076019005678269 -0.00034403991248007726 -0.0080385480023177046 leaf_weight=1236221 3636 4051 271 105 26 24 438 322 9791 1132 6461 147 106 13589 5793 1477 3179 4884 1173 182 5630 206 217 25 147 223 778 4763 25700 322 leaf_count=1236221 3636 4051 271 105 26 24 438 322 9791 1132 6461 147 106 13589 5793 1477 3179 4884 1173 182 5630 206 217 25 147 223 778 4763 25700 322 internal_value=-6.47756e-06 0.000248508 -0.00172122 -0.00819866 -2.56002e-05 -0.00279874 -0.0010503 -0.0108638 0.000337457 0.00156557 0.000427048 0.000547966 0.00119641 0.00179225 -3.21195e-05 0.00196168 0.000195496 0.00110449 0.000183963 0.00309889 -0.000226999 0.00526579 0.00876018 0.0120518 0.00095953 0.0164991 0.00209186 6.42951e-06 9.56409e-06 -0.0009636 internal_weight=1.33102e+06 92856 4012 376 1.23816e+06 1942 1596 346 88844 1158 84793 78010 27471 18499 8972 3179 50539 16030 10964 5066 34509 1702 818 601 172 429 884 4910 31330 6783 internal_count=1331019 92856 4012 376 1238163 1942 1596 346 88844 1158 84793 78010 27471 18499 8972 3179 50539 16030 10964 5066 34509 1702 818 601 172 429 884 4910 31330 6783 cat_boundaries=0 1 2 cat_threshold=1744 150 is_linear=0 shrinkage=0.05 Tree=1105 num_leaves=31 num_cat=0 split_feature=116 32 125 64 20 9 31 21 37 6 39 32 86 21 42 42 22 28 35 36 31 42 35 34 31 122 22 55 34 35 split_gain=3.06578 6.64566 13.3603 8.33075 9.50955 9.15393 7.09592 6.41888 6.34876 7.14385 6.57746 6.76608 5.78887 5.67877 5.5397 7.25382 6.35565 11.4089 7.43967 7.23444 5.26002 5.20429 5.46455 5.04304 5.35229 6.5949 5.46502 4.90422 6.59102 12.8331 threshold=0.87032255530357372 11.150000095367433 0.99140709638595592 8.5450000762939471 8.1750001907348651 3.0499999523162846 1022.4500122070314 10.484999656677248 15.150000095367433 7.9500000476837167 14.750000000000002 14.949999809265138 0.87831237912178051 6.055000066757203 11.050000190734865 12.449999809265138 7.2550001144409189 1013.0499877929689 12.34999990463257 10.449999809265138 1022.4500122070314 7.0499999523162851 10.750000000000002 14.650000095367433 1018.9500122070314 -0.07845610752701758 6.4149999618530282 15.815000057220461 9.2500000000000018 7.9500000476837167 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 6 4 5 13 -3 21 9 -4 14 -12 -7 20 16 -16 23 -18 19 -19 -2 -6 -23 24 25 -11 -27 28 29 -5 right_child=1 2 8 27 7 12 -8 -9 -10 10 11 -13 -14 -15 15 -17 17 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=3.6157786743789385e-06 0.0053280829011646477 -0.00032854646955301803 0.0011835714188755176 -0.0045159239062142172 0.0061399645711246289 -0.0027429198799974563 -0.0045685919435593499 -0.014802239891806885 -0.0058637231119483511 -0.00044026212275842113 0.0057985590049065656 0.035901236951883346 -0.0070212081233043929 -0.0012316276149906687 0.015326749992805574 -0.0042863098857924345 -0.0055001552780403907 0.030593714806517319 0.030021761564744842 0.00069912523988073007 0.031098019083340964 0.044980493485927586 0.011239612375696501 -0.012802921375259757 -0.0030768770999716061 0.013281131513354217 0.0018204325801857255 -0.0023159065962259913 0.00047437857643020144 0.012513128712333342 leaf_weight=1292275 347 22040 2482 164 152 5662 1033 28 217 341 40 35 919 548 220 60 76 28 72 73 21 20 30 56 301 268 170 971 1730 340 leaf_count=1292275 347 22040 2482 164 152 5662 1033 28 217 341 40 35 919 548 220 60 76 28 72 73 21 20 30 56 301 268 170 971 1730 340 internal_value=-9.47404e-06 -0.000449482 -3.50877e-05 -0.00149237 -0.0023813 -0.00268853 -0.000518377 0.00763309 0.00247695 0.00290564 0.00536206 0.0198465 -0.00334036 0.00199451 0.00470961 0.011124 0.00341285 0.0106475 0.0177412 0.00898673 0.00679865 0.0107429 0.024736 0.0018271 0.00258569 0.00477367 0.00883292 0.00065079 0.00194025 0.00697193 internal_weight=1.33072e+06 38444 27512 10932 7727 7497 23073 230 4439 4222 1740 75 6581 916 1665 280 1385 249 173 101 368 202 50 1136 1080 779 438 3205 2234 504 internal_count=1330719 38444 27512 10932 7727 7497 23073 230 4439 4222 1740 75 6581 916 1665 280 1385 249 173 101 368 202 50 1136 1080 779 438 3205 2234 504 is_linear=0 shrinkage=0.05 Tree=1106 num_leaves=31 num_cat=0 split_feature=88 18 5 31 33 66 98 18 134 29 101 66 5 13 74 132 36 87 72 62 61 86 22 55 54 116 32 125 64 20 split_gain=2.88983 3.55715 5.91165 7.59435 5.40421 3.63304 3.9786 4.33712 3.33623 6.28399 5.08657 5.03946 4.75976 5.05793 4.32692 4.31348 3.98602 3.41594 3.7821 3.0433 3.00602 2.78243 6.06566 2.79724 3.71128 2.74761 6.1921 11.6382 7.31463 8.71138 threshold=-0.99947187304496754 12.699999809265138 13.949999809265138 1012.7500000000001 8.8499999046325701 93.920001983642592 -0.77315083146095265 11.775000095367433 1013.7500000000001 1004.7500000000001 0.079100739210844054 8.2049999237060565 4.6499998569488534 3.9850000143051152 0.79291382431983959 1022.5499877929689 14.34999990463257 0.7906194031238557 0.88592803478240978 0.83773231506347667 0.71266695857048046 0.77119466662406932 9.9349999427795428 96.845001220703139 42.815000534057624 0.87032255530357372 11.150000095367433 0.99140709638595592 8.5450000762939471 8.1750001907348651 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 4 -4 -3 21 7 -7 9 10 11 -6 16 15 -13 -14 17 18 -10 -16 -12 23 -23 24 -1 -2 28 -28 29 -27 right_child=25 2 3 -5 8 6 -8 -9 12 -11 20 14 13 -15 19 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0015280102425572829 1.2716116876566955e-05 -0.0058843545590455777 0.00055336584952080028 0.032034893453431627 -0.0033740653623161574 -0.0099762692648385255 0.028288503132922495 0.019326794827761857 -0.0083024663652511346 -0.001149783653224083 0.0069638603353215497 0.040166019004854288 -0.012582701613246173 -0.034979467058465601 0.0021761730645916294 0.010637649707496167 -0.010025807762811442 0.018989898570776754 0.017220589174567501 0.024587697314211367 -0.011476527741746022 0.00024982043236423723 0.027815897765103726 0.012847422602300701 -0.015720689546396126 -0.0025627680876336477 -0.00046999006679535407 0.0023393378734507487 0.00058765017631989174 0.0073385019794789735 leaf_weight=2306 1272264 644 53 30 28 28 23 23 47 7651 51 22 120 21 28 24 62 34 21 33 39 9022 20 33 47 7426 22817 4397 3176 229 leaf_count=2306 1272264 644 53 30 28 28 23 23 47 7651 51 22 120 21 28 24 62 34 21 33 39 9022 20 33 47 7426 22817 4397 3176 229 internal_value=-9.00034e-06 -0.000599376 -0.00134944 0.0119322 -0.00147435 -1.84737e-05 0.0110245 0.00323884 -0.0011272 -0.000920519 0.00780636 0.0149685 -0.00605993 -0.0120557 0.0211564 -0.00871264 -2.76041e-05 0.00604974 -0.000420346 0.0143004 -0.00102697 -8.99809e-05 0.000310794 -0.00160876 -0.0018115 1.95634e-07 -0.000418502 -1.60834e-05 -0.00142962 -0.00226657 internal_weight=1.33072e+06 20410 8908 83 8825 11502 74 51 8181 7852 201 111 329 165 83 144 164 102 68 61 90 11428 9042 2386 2353 1.31031e+06 38045 27214 10831 7655 internal_count=1330719 20410 8908 83 8825 11502 74 51 8181 7852 201 111 329 165 83 144 164 102 68 61 90 11428 9042 2386 2353 1310309 38045 27214 10831 7655 is_linear=0 shrinkage=0.05 Tree=1107 num_leaves=31 num_cat=0 split_feature=52 12 65 83 132 112 77 78 126 38 17 120 61 4 35 86 81 21 34 105 38 23 6 79 106 102 55 12 11 94 split_gain=3.03088 4.47164 6.00208 5.22549 5.40303 5.01733 4.9937 4.94483 6.2528 4.76658 6.12502 6.36631 5.60924 5.6554 7.08823 5.94302 6.26265 6.10602 8.79788 5.40259 5.24374 5.74769 6.24829 5.19246 6.14275 5.69778 4.82313 4.80099 4.56232 5.04507 threshold=122.03499984741212 4.0050001144409189 37.145000457763679 310.07145690917974 1020.3500061035157 -0.99961927533149708 10.565000057220461 35.504999160766609 -0.85260769724845875 12.34999990463257 12.699999809265138 -0.88697704672813404 0.56859695911407482 12.150000095367433 14.84999990463257 0.66835874319076549 291.47605895996099 8.6849999427795428 13.650000095367433 -0.99840196967124928 13.150000095367433 8.8249998092651385 6.6499998569488534 43.924999237060554 -0.97947552800178517 -0.015040008816868065 120.24499893188478 5.1150000095367441 19.250000000000004 0.20611053705215457 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 7 4 5 -4 -5 8 -3 10 -7 27 -11 14 15 16 20 18 -17 -16 21 -14 -23 24 25 -13 -21 -12 29 -19 right_child=1 2 3 6 -6 9 -8 -9 -10 12 11 23 13 -15 19 17 -18 28 -20 26 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.5653525448191228e-05 0.0026814113101266339 -0.0089295793965911315 -0.0061293810290104986 0.019308312361439071 -0.0049721171415725409 0.012527238940820098 -0.0039057886679489252 0.0084778307885820161 -0.0013403564131730552 -0.023067190283909439 -5.1315887619487262e-05 0.015429540826497893 -7.3673948645591739e-06 -0.0023810053283591266 0.018044167234291954 0.0084015120988461516 -0.0071224823257432807 -0.00015078361317225755 0.045491203905216292 0.0013973918815905814 0.0089742939906562267 0.020602948754956878 0.051264593251592799 -0.0056721864858197725 0.0035824956003643344 -0.004780594206383439 -0.010198653328544652 -0.013007658277638258 0.019934182109441177 0.005143387078317508 leaf_weight=1319031 2472 317 192 24 308 100 667 109 1887 20 132 38 20 364 31 67 37 656 21 204 147 54 24 264 1317 424 160 156 43 1433 leaf_count=1319031 2472 317 192 24 308 100 667 109 1887 20 132 38 20 364 31 67 37 656 21 204 147 54 24 264 1317 424 160 156 43 1433 internal_value=-8.55033e-06 0.00079307 0.000286562 0.00102518 0.00148399 0.0018208 -0.00309951 -0.00191779 -0.00243191 0.00208803 0.000410035 -0.000109793 0.00333131 0.00349321 0.00423129 0.00521399 0.0120512 0.00434547 0.0172525 -0.00199328 0.0149469 0.0239057 0.0300373 0.000871287 0.00184233 -0.00311829 -0.00369977 -0.00706933 0.00381272 0.00348088 internal_weight=1.33072e+06 11688 9216 6903 6212 5904 691 2313 2204 5712 2431 2331 3281 3261 2897 2502 282 2220 88 395 245 98 78 2043 1779 462 364 288 2132 2089 internal_count=1330719 11688 9216 6903 6212 5904 691 2313 2204 5712 2431 2331 3281 3261 2897 2502 282 2220 88 395 245 98 78 2043 1779 462 364 288 2132 2089 is_linear=0 shrinkage=0.05 Tree=1108 num_leaves=31 num_cat=2 split_feature=52 12 66 13 20 136 98 106 34 38 61 74 136 130 76 107 79 38 23 79 65 64 17 120 9 30 10 68 98 62 split_gain=2.73537 4.03566 5.42497 5.21513 6.72898 4.79473 7.16405 8.0701 6.23326 5.18507 10.0121 4.96458 4.74587 10.6426 7.2326 4.94657 4.27435 4.61692 4.58269 4.13677 3.91123 4.56457 3.76703 3.67364 3.64376 4.62036 4.36675 3.81625 6.45184 3.63685 threshold=122.03499984741212 4.0050001144409189 58.539999008178718 5.2950000762939462 9.4349999427795428 0 -0.99688920378684986 -0.81663686037063588 12.250000000000002 12.650000095367433 0.84567049145698558 0.90208628773689281 1 226.50000000000003 8.1449999809265154 0.17335576564073565 3.304999947547913 12.750000000000002 8.1250000000000018 45.725000381469734 43.135000228881843 71.479999542236342 15.405000209808351 0.98624804615974437 10.550000190734865 1020.6499938964845 12.949999809265138 295.32742309570318 -0.97793260216712941 0.84170678257942211 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 20 12 4 24 22 7 11 -8 10 -10 29 15 14 -14 16 17 -3 -19 -17 -2 -22 -6 -16 25 -4 27 28 -26 -7 right_child=1 2 3 -5 5 6 8 -9 9 -11 -12 -13 13 -15 23 19 -18 18 -20 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-1.4870848609896534e-05 0.0016630850927892545 -0.0097265053230027373 -0.011181667402318393 -7.8053255243464676e-05 -0.005626075486574943 0.0073749767993954388 0.0025970407522754534 0.044650823227129877 -1.3825842351825151e-05 0.0079945712305385143 0.03919756203128888 -0.0080208470073083165 -0.010785236483549371 -0.03447620610778148 -0.0015134466427410584 0.0035100369015708568 -0.00022631859572179387 -0.010131511492654682 0.015800313306972385 0.033756747040897608 0.0085634734348128943 -0.011107731429729029 0.0066539231892327015 0.014629376164844466 0.001489402452515888 0.010844584324011773 -0.00296505244704248 -0.0032160330801007317 0.025505921648194391 0.02939768037023513 leaf_weight=1319031 2064 30 133 1880 150 37 563 24 27 241 41 23 221 26 1677 26 3371 20 115 20 376 32 107 36 58 29 216 53 54 38 leaf_count=1319031 2064 30 133 1880 150 37 563 24 27 241 41 23 221 26 1677 26 3371 20 115 20 376 32 107 36 58 29 216 53 54 38 internal_value=-8.12281e-06 0.000753417 0.000272234 0.00176215 0.00369056 0.00570802 0.0072437 0.018665 0.00572884 0.011435 0.0236283 0.0123011 -0.000715486 -0.00268594 -0.00227246 0.000369178 0.000158284 0.00801582 0.0119586 0.0166608 0.00254734 0.00702063 -0.000494163 -0.00117419 -0.000957394 -0.0072387 0.0017134 0.00783791 0.0130688 0.0185331 internal_weight=1.33072e+06 11688 9216 3674 1794 1251 994 122 872 309 68 98 5542 1960 1934 3582 3536 165 135 46 2472 408 257 1713 543 162 381 165 112 75 internal_count=1330719 11688 9216 3674 1794 1251 994 122 872 309 68 98 5542 1960 1934 3582 3536 165 135 46 2472 408 257 1713 543 162 381 165 112 75 cat_boundaries=0 1 2 cat_threshold=4099 1810 is_linear=0 shrinkage=0.05 Tree=1109 num_leaves=31 num_cat=0 split_feature=28 29 21 30 29 13 115 38 132 130 109 34 123 38 38 13 55 12 77 39 93 22 74 19 75 87 109 0 67 58 split_gain=2.50384 12.0598 8.81784 9.05986 8.39226 7.55117 7.43125 10.5361 12.0531 9.72007 9.17457 13.7808 10.0359 9.20467 12.2408 13.9883 11.9177 11.5152 13.8105 10.0324 9.92345 8.93071 9.59723 14.7033 8.88589 8.67842 9.63418 8.61959 8.51868 11.1511 threshold=1013.2500000000001 1013.2500000000001 5.5750000476837167 1017.1499938964845 1017.1499938964845 2.6350001096725468 -0.94260558485984791 13.750000000000002 1025.549987792969 300.50000000000006 -0.62486237287521351 9.3499999046325701 0.58068084716796886 11.449999809265138 13.150000095367433 3.7350000143051152 31.57499980926514 4.555000066757203 56.925001144409187 11.550000190734865 0.2561898827552796 7.0750000476837167 0.77153435349464428 14.550000190734865 0.47726002335548406 0.78080061078071605 -0.97540867328643788 309.50000000000006 17.185000419616703 280.89149475097662 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 -3 -5 7 9 -9 10 11 12 25 16 20 24 19 18 -18 27 -15 -17 23 -23 -16 -4 -27 -13 -11 -30 right_child=-2 4 3 5 -6 -7 -8 8 -10 28 -12 13 -14 14 15 21 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.00048694443635033288 -5.1340081497878521e-05 0.0012317822508873932 -0.0093395025232432954 -0.0071836199718885692 -0.0063614451349815445 -0.040518416845968561 4.5713510612171812e-06 -1.5178757891445001e-05 0.037875709576266153 0.00072788845343162308 0.001786035522210364 0.00054248245835429587 -0.017093323007773525 -0.0012017123038265923 0.041020699534565212 -0.026737500700202383 0.010300094982628606 -0.0035595044019891952 0.038750801056933903 -0.024853612301108358 -0.0092123793585670629 0.049652585271923316 -0.007073591355017287 -0.0027292045937674877 0.007146601195808901 -0.014691904473372481 0.0092034084393092293 0.030324322000145915 -0.014166633657865527 -0.0010618668559460001 leaf_weight=68389 947430 26259 284 65 369 23 217385 36683 21 781 27046 862 182 2040 20 41 383 129 48 38 477 21 185 37 605 55 181 25 297 358 leaf_count=68389 947430 26259 284 65 369 23 217385 36683 21 781 27046 862 182 2040 20 41 383 129 48 38 477 21 185 37 605 55 181 25 297 358 internal_value=-7.71667e-06 0.000100114 2.348e-05 0.000144572 0.00112656 -0.0158961 0.00014947 0.000594375 6.50031e-06 0.00122724 0.00140426 -0.000435306 -0.00698809 0.000501379 -0.000923765 0.00404948 0.00378929 0.00954607 0.0134686 0.000304098 -0.00271982 -0.00515186 -0.00150984 0.0162366 0.00823057 -0.00345126 0.00363459 0.00138188 -0.00279886 -0.00700403 internal_weight=1.33072e+06 383289 356661 288272 26628 88 288184 70799 36704 34095 32659 5613 702 4911 3426 909 1485 560 431 925 2517 284 243 58 625 520 236 887 1436 655 internal_count=1330719 383289 356661 288272 26628 88 288184 70799 36704 34095 32659 5613 702 4911 3426 909 1485 560 431 925 2517 284 243 58 625 520 236 887 1436 655 is_linear=0 shrinkage=0.05 Tree=1110 num_leaves=31 num_cat=2 split_feature=60 52 64 92 6 21 28 41 37 126 32 3 63 136 30 16 55 79 111 63 123 136 87 124 106 23 5 13 0 52 split_gain=2.67993 9.48817 11.1878 9.29894 8.81516 16.1645 10.8176 11.6448 13.0284 10 11.3662 9.26464 11.5205 9.96474 8.28119 11.415 9.54209 8.85963 7.88477 7.88352 7.39709 7.58996 10.5664 10.5694 12.5705 12.0132 11.9919 9.01002 8.53626 7.9591 threshold=0.63200214505195629 11.015000343322756 4.4649999141693124 -0.78432312607765187 8.1500000953674334 8.2349996566772479 1014.9500122070314 10.650000095367433 12.34999990463257 -0.94828754663467396 12.949999809265138 306.50000000000006 0.5215946137905122 0 1011.9500122070314 8.7100000381469744 29.275000572204593 4.8150000572204599 -0.035268876701593392 0.55162289738655101 -0.99809679388999928 1 0.85693582892417919 -0.58068084716796864 -0.93149778246879567 8.305000305175783 3.2500000000000004 1.9049999713897707 136.50000000000003 32.32500076293946 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 -1 -3 -4 5 11 9 -8 -9 10 18 12 -5 -13 16 17 -11 -16 -6 -17 -14 -22 23 27 25 26 -25 -23 -29 -24 right_child=-2 2 3 4 6 -7 7 8 -10 14 -12 13 20 -15 15 19 -18 -19 -20 -21 21 22 29 24 -26 -27 -28 28 -30 -31 leaf_value=-7.0345836223566041e-07 -0.00015624183521500008 -0.0008317779211095412 -0.0015304354814275887 0.0018415076468638722 -0.0047113309838556598 0.00042861517435526252 -0.0011391908975854554 0.047554798841476446 0.0052585293670921636 -0.001326744502647562 0.004248549797848682 -0.0031126939147692874 0.022384590290916655 0.002357410412116396 0.039265904817730193 0.0068194445075046546 0.0059972245922569958 0.010917380013383628 -0.020637094811296344 2.2440762010910258e-05 0.0023138936610260933 0.012336496615161499 0.00036312486735470075 0.045905514452922146 0.0080229700990420306 0.0097886415621570248 0.018591321758296028 -0.029265251859194704 -5.9473593214040632e-05 0.022268772163343702 leaf_weight=1050564 228575 9771 3232 3476 391 11735 7948 25 67 1518 320 998 65 4818 30 880 629 339 97 828 1432 150 720 59 1553 208 126 27 341 44 leaf_count=1050564 228575 9771 3232 3476 391 11735 7948 25 67 1518 320 998 65 4818 30 880 629 339 97 828 1432 150 720 59 1553 208 126 27 341 44 internal_value=-4.29616e-07 3.18772e-05 0.000692307 0.0010464 0.00126092 0.0017977 0.000203445 -0.000934465 0.0167521 0.00202157 -0.00307474 0.0029439 0.00402642 0.00141747 0.00299643 0.00524731 0.000818936 0.0132221 -0.0078769 0.00352441 0.00563377 0.00540013 0.00674118 0.00835498 0.0100445 0.018033 0.0273023 0.00200778 -0.00220229 0.00162471 internal_weight=1.33097e+06 1.10239e+06 51827 42056 38824 25752 13072 8040 92 5032 808 14017 8201 5816 4224 2077 2147 369 488 1708 4725 4660 3228 2464 1946 393 185 518 368 764 internal_count=1330966 1102391 51827 42056 38824 25752 13072 8040 92 5032 808 14017 8201 5816 4224 2077 2147 369 488 1708 4725 4660 3228 2464 1946 393 185 518 368 764 cat_boundaries=0 1 2 cat_threshold=2082 6384 is_linear=0 shrinkage=0.05 Tree=1111 num_leaves=31 num_cat=1 split_feature=98 28 61 4 79 136 11 20 72 119 18 38 28 32 0 115 35 39 67 55 53 12 91 30 101 109 14 87 1 31 split_gain=2.59619 5.78727 6.66063 6.40454 5.12722 6.73709 5.16534 5.00508 5.83621 6.53347 4.70916 8.86289 5.47268 15.7943 18.0565 7.62334 8.0905 7.31477 7.34393 10.0654 8.50229 6.22727 5.61415 6.47331 5.50083 5.41276 5.23678 5.00433 7.47934 7.09606 threshold=-0.99772047996520985 1026.350036621094 0.85679033398628246 5.7500000000000009 4.1949999332427987 0 15.050000190734865 5.4349999427795419 0.63274693489074718 0.13052122294902804 7.4149999618530282 10.949999809265138 1009.9500122070314 11.550000190734865 323.50000000000006 -0.97988739609718312 10.449999809265138 14.150000095367433 28.625000000000004 60.104999542236335 9.5050001144409197 2.1650000810623173 -0.97869107127189625 1014.3500061035157 0.12142889574170114 -0.94364041090011586 3.5849999189376835 0.88304015994071972 178.50000000000003 1014.0499877929689 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 6 7 -1 8 -6 -10 11 27 13 14 15 16 -12 25 -19 20 -20 -18 23 -22 -23 -14 -24 28 -7 -30 right_child=-2 2 3 -5 5 10 -8 -9 9 -11 12 -13 17 -15 -16 -17 21 18 19 -21 22 24 26 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00022327606294631115 1.297913249116613e-05 0.0023173769122582896 0.0090221367146888828 0.042144250925630337 -0.0005621078693318339 -0.007798718893900514 0.023435940434380124 -0.0027029802284670437 0.019301257325339046 -0.001114013396565699 0.0028307366966098353 0.00048548327294471922 -0.00731368275334595 -0.00035543370600057977 0.054366067915477538 0.0014942166582179097 0.046585893452477954 -0.00025126378722439851 -0.0053871513299283483 -0.0014634817809358585 -0.0004090861541529497 0.026754196039317842 0.00047450004752872275 0.025168583278605345 -0.00038836620681520018 -0.0016113260048637949 0.028942977869301102 -4.1216314703072473e-05 0.034217991673115948 0.011698954464333465 leaf_weight=16733 1283789 828 54 20 761 34 24 6140 86 72 76 3261 434 2037 22 217 24 5259 62 282 30 56 84 141 28 10118 20 97 48 129 leaf_count=16733 1283789 828 54 20 761 34 24 6140 86 72 76 3261 434 2037 22 217 24 5259 62 282 30 56 84 141 28 10118 20 97 48 129 internal_value=-4.07549e-07 -0.000364688 0.00360185 0.0179741 -0.000442005 -0.00083855 0.000256522 -0.0021848 0.00125347 0.0099981 -0.000414257 0.00125123 -0.000729147 0.00147026 0.0102621 0.0078424 0.0153291 -0.00105846 0.000355072 0.00550648 0.0113389 0.0241243 0.0151099 0.0206813 0.0177067 -0.00184586 0.00594921 0.00935868 0.01368 0.0178058 internal_weight=1.33097e+06 47177 902 74 46275 29518 16757 7059 919 158 22459 3569 18890 2460 423 401 184 16430 5878 619 337 108 275 171 84 10552 104 308 211 177 internal_count=1330966 47177 902 74 46275 29518 16757 7059 919 158 22459 3569 18890 2460 423 401 184 16430 5878 619 337 108 275 171 84 10552 104 308 211 177 cat_boundaries=0 1 cat_threshold=160 is_linear=0 shrinkage=0.05 Tree=1112 num_leaves=31 num_cat=2 split_feature=19 111 124 63 32 12 12 37 39 136 108 37 31 39 30 29 39 26 43 39 55 32 23 33 121 136 123 8 34 16 split_gain=2.59116 5.14745 7.59597 3.85485 3.36681 2.86136 2.57045 10.4298 11.5756 8.96608 9.26829 11.3172 9.56277 8.76274 8.03867 9.15119 12.3017 10.6752 9.30691 10.5943 9.80355 10.7489 9.36473 13.5432 12.2235 9.09717 12.2166 8.56452 8.08484 7.96585 threshold=22.289999961853031 0.51263266801834118 -0.58068084716796864 0.58408775925636303 5.9500000476837167 2.6950000524520878 4.555000066757203 8.6500000953674334 8.4499998092651385 0 0.74579623341560375 12.250000000000002 1001.8500061035157 12.449999809265138 1025.549987792969 1007.0499877929689 10.34999990463257 294.50000000000006 12.250000000000002 12.750000000000002 133.41499328613284 2.6000000238418584 8.3450002670288104 8.2500000000000018 -0.82409480214118946 1 0.38266885280609136 3.7500000000000004 9.1500000953674334 13.344999790191652 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=6 -2 -3 4 5 -4 -1 8 -8 14 -11 -12 13 -13 15 16 17 28 20 -20 21 -17 23 24 -23 -24 27 -27 -9 -18 right_child=1 2 3 -5 -6 -7 7 9 -10 10 11 12 -14 -15 -16 18 29 -19 19 -21 -22 22 25 -25 -26 26 -28 -29 -30 -31 leaf_value=6.866632221225013e-06 -0.004439921505635957 0.021832203852150022 0.024628221608050491 0.015480032097548247 -0.0026065505108521011 0.0031795220391359182 0.0022196306765897935 -0.020450739392099231 0.036306992286699827 -0.00068767640559268858 -0.0009119631169281898 0.0058429593913084926 -0.0065710313823343601 -0.027832945549832379 -0.0063737098644013101 -0.006075663593036529 -0.0046512490822506903 -0.048542958796024327 -0.018031951301763282 -0.0018232458490243728 -0.0026406703358110252 -0.012921059748956135 0.0062438014847066865 -2.4547214901827179e-05 0.019833092852130387 0.017685431822419467 -0.0067098741120739415 0.002499038647641737 0.00034244983627270629 0.00055859359624173645 leaf_weight=1310137 148 67 23 54 193 48 66 94 40 3412 1017 24 1114 99 476 390 1124 20 116 770 1296 35 2223 3666 153 99 364 1492 93 2113 leaf_count=1310137 148 67 23 54 193 48 66 94 40 3412 1017 24 1114 99 476 390 1124 20 116 770 1296 35 2223 3666 153 99 364 1492 93 2113 internal_value=-3.87172e-07 0.00348513 0.00653164 0.00330794 0.000818189 0.0101277 -1.78354e-06 -0.000560165 0.0150828 -0.000642293 -0.0023272 -0.00481935 -0.00803182 -0.021262 1.66016e-05 0.000233142 -0.00200612 -0.0138231 0.000960416 -0.00394538 0.00140768 0.00203065 0.00242426 0.000646662 0.0137352 0.00406401 0.00154556 0.00344401 -0.0101097 -0.00125045 internal_weight=1.33097e+06 533 385 318 264 71 1.33043e+06 20296 106 20190 5666 2254 1237 123 14524 14048 3444 207 10604 886 9718 8422 8032 3854 188 4178 1955 1591 187 3237 internal_count=1330966 533 385 318 264 71 1330433 20296 106 20190 5666 2254 1237 123 14524 14048 3444 207 10604 886 9718 8422 8032 3854 188 4178 1955 1591 187 3237 cat_boundaries=0 1 2 cat_threshold=5529 265 is_linear=0 shrinkage=0.05 Tree=1113 num_leaves=31 num_cat=2 split_feature=98 28 64 105 4 62 23 127 71 79 136 20 82 11 73 17 128 22 28 37 97 73 28 64 77 136 99 65 86 0 split_gain=2.34024 5.2364 6.21592 7.83337 6.51661 6.91356 4.92974 5.7589 6.02284 4.62011 6.1521 5.96704 5.15308 4.66127 4.36854 4.59348 4.21394 3.9713 4.0118 4.7782 4.28093 3.99741 4.38559 3.89097 3.87101 3.86408 3.8205 4.25547 6.12719 5.18852 threshold=-0.99772047996520985 1026.350036621094 6.2149999141693124 -0.92382514476776112 6.8500001430511483 0.80228975415229808 9.2150001525878924 -0.50751903653144825 269.32733154296881 4.1949999332427987 0 5.9149999618530282 246.24097442626956 15.050000190734865 0.63627243041992199 6.4600000381469735 184.50000000000003 10.515000343322756 1022.9500122070314 10.949999809265138 -0.99285495281219471 0.85060012340545665 1020.9500122070314 67.155002593994155 11.22499990463257 1 -0.99651169776916493 40.225000381469734 0.79374182224273693 171.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 9 -3 4 6 -6 7 8 -4 13 11 12 14 25 15 -11 17 18 20 -20 23 -19 -23 -13 -9 -1 -22 -28 -29 -30 right_child=-2 2 3 -5 5 -7 -8 24 -10 10 -12 16 -14 -15 -16 -17 -18 21 19 -21 26 22 -24 -25 -26 -27 27 28 29 -31 leaf_value=0.0010828016952535327 1.2344237768863618e-05 -0.0032028308342092701 0.0073876708780449846 -0.00029672429510196137 0.012189015815162968 0.050401479750871662 0.0007992976339830255 0.014509442659295425 0.038273105356156044 0.021117460516397842 -0.00035328093228524773 -0.0043827400427249603 -0.00038486477327854434 0.022262716249194153 0.020281932041408463 -0.0077819889427205042 -0.013226625579409302 -0.003251935125081218 0.007056347946599659 -0.0029065001258436083 -0.0050123686190238726 0.0056523150868941939 0.032524549622427339 -0.015205446169251402 -0.0034951502146820228 -0.00045036303777934509 -0.0015303953620383916 0.0012306974769965885 0.038619985820158673 0.0068197317359214339 leaf_weight=7222 1283789 254 27 279 29 20 132 72 38 20 21464 2419 2188 24 57 44 96 64 214 275 688 49 22 86 51 9511 1613 167 23 29 leaf_count=7222 1283789 254 27 279 29 20 132 72 38 20 21464 2419 2188 24 57 44 96 64 214 275 688 49 22 86 51 9511 1613 167 23 29 internal_value=-3.65468e-07 -0.000346224 0.00342681 0.00602547 0.0108057 0.0277859 0.00820556 0.0134057 0.0254438 -0.000419769 -0.000796193 -0.00197367 0.000170605 0.000243314 0.010215 0.00124909 -0.00283892 -0.00266239 -0.00286983 0.00145352 -0.00329055 0.00581022 0.0139789 -0.0047543 0.00704412 0.000211732 -0.00183551 -0.000642451 0.00589753 0.0208852 internal_weight=1.33097e+06 47177 902 648 369 49 320 188 65 46275 29518 8054 2309 16757 121 64 5745 5649 5514 489 5025 135 71 2505 123 16733 2520 1832 219 52 internal_count=1330966 47177 902 648 369 49 320 188 65 46275 29518 8054 2309 16757 121 64 5745 5649 5514 489 5025 135 71 2505 123 16733 2520 1832 219 52 cat_boundaries=0 1 2 cat_threshold=164 1382 is_linear=0 shrinkage=0.05 Tree=1114 num_leaves=31 num_cat=1 split_feature=19 88 17 16 27 52 22 16 15 11 84 20 18 12 127 136 135 19 78 24 0 36 31 8 26 124 2 20 12 122 split_gain=2.34979 10.578 11.9172 9.62962 16.4781 16.3739 17.904 15.5121 17.4997 13.38 12.2764 12.0479 12.8611 12.7717 20.8727 11.4941 12.2063 11.9431 13.5179 11.1768 11.0654 12.9678 11.5844 11.0511 10.8188 14.3703 10.6447 10.613 11.3547 12.0227 threshold=13.344999790191652 -0.87282750010490406 14.550000190734865 11.775000095367433 309.50000000000006 3.3850001096725468 7.4549999237060556 17.029999732971195 2.1750000715255742 8.2500000000000018 0.82916572690010082 9.1649999618530291 10.405000209808351 2.304999947547913 0.31729258596897131 0 1018.4500122070314 11.775000095367433 17.115000724792484 259.50000000000006 296.50000000000006 13.750000000000002 1025.850036621094 9.8499999046325701 204.50000000000003 -0.91702514886856068 144.50000000000003 8.3150000572204608 3.9250000715255742 -0.8338540494441985 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 5 15 6 27 -6 -9 10 -7 12 24 -14 19 17 -17 -5 -19 -15 -12 -22 -23 -21 25 -8 -25 28 -1 -30 right_child=1 -3 -4 4 7 9 11 8 -10 -11 20 -13 13 14 -16 16 -18 18 -20 23 21 22 -24 26 -26 -27 -28 -29 29 -31 leaf_value=-5.6091630515482736e-05 -0.0009809101203969565 5.4959767137644553e-05 5.3245451377580301e-05 0.0024616820349074968 -0.00020063144128807287 0.00023980762773362794 0.020834264123593182 -0.00094020065107087926 -0.0066400186463636797 -0.00012071268143422722 0.0008241794274519642 0.0029994522963034441 -0.0010104609076082341 -0.00063940260548845458 -0.0012470981194850986 0.00028562037031830862 0.003655640524183738 0.00010178103609862155 0.0054621800172378315 -0.0053354533791239566 0.0041435293444405169 0.0010092575092286108 0.030264999843476449 -0.00043002116857305509 -0.00029582962321522341 0.0022629760339296311 -0.015098522258921941 0.0057282432613188182 0.01756266029962503 -0.0037150039916671036 leaf_weight=459586 61583 302141 50868 13890 44862 29697 136 3878 2063 50238 18213 1893 29548 978 7452 187577 2726 16071 1269 3241 7380 7058 34 156 23727 445 597 789 68 2802 leaf_count=459586 61583 302141 50868 13890 44862 29697 136 3878 2063 50238 18213 1893 29548 978 7452 187577 2726 16071 1269 3241 7380 7058 34 156 23727 445 597 789 68 2802 internal_value=-3.4709e-07 -9.91174e-05 -0.000513103 4.43392e-05 0.000293593 -6.10594e-05 -0.000177119 -0.000518575 -0.00291945 0.000486588 0.000975665 -0.000933648 -0.00104598 -0.00157602 -0.00292111 0.000479843 0.000333877 0.00136876 0.000494073 -0.0054301 0.00164425 0.00267631 0.00114951 -0.00660318 -0.000130766 0.00661013 -0.0120596 -6.57849e-05 -7.56701e-05 -0.00321086 internal_weight=1.33097e+06 414592 112451 916374 272336 644038 531418 50803 5941 112620 62382 68173 66280 41972 12424 221533 190303 31230 17340 4972 32685 14472 7092 3994 24308 581 753 463245 462456 2870 internal_count=1330966 414592 112451 916374 272336 644038 531418 50803 5941 112620 62382 68173 66280 41972 12424 221533 190303 31230 17340 4972 32685 14472 7092 3994 24308 581 753 463245 462456 2870 cat_boundaries=0 1 cat_threshold=28 is_linear=0 shrinkage=0.05 Tree=1115 num_leaves=31 num_cat=1 split_feature=1 136 8 108 37 28 104 27 68 23 18 15 118 12 101 83 38 39 132 135 5 16 72 97 79 110 61 14 30 23 split_gain=2.92195 8.76822 10.2559 11.2593 9.12002 8.94361 9.5882 9.43878 25.0586 9.09864 10.7189 8.94669 9.40348 8.76346 10.2073 7.82518 8.03683 9.95572 16.2637 21.1568 9.9121 7.51228 7.17601 6.33636 6.32226 6.3074 6.17082 6.16751 6.06464 8.12532 threshold=63.500000000000007 0 9.5500001907348651 0.77698415517807018 13.550000190734865 1018.8500061035157 -0.89451211690902699 207.50000000000003 162.44001770019534 9.4849996566772479 19.524999618530277 4.555000066757203 0.21643137186765674 4.1849999427795419 0.31323701143264776 308.12219238281256 12.150000095367433 11.949999809265138 1016.8500061035157 1020.1499938964845 9.3499999046325701 13.344999790191652 0.93323159217834484 -0.9985971450805663 8.9549999237060565 -0.99435600638389576 0.83854487538337719 2.7649999856948857 1019.4500122070314 7.805000066757203 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 6 11 8 -8 10 15 12 -4 14 -11 16 17 21 -19 20 -20 -9 25 -18 -16 -6 -5 28 29 -27 right_child=-2 2 3 26 22 -7 7 9 -10 13 -12 -13 -14 -15 24 -17 23 18 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.00057998975989558032 -1.8692004905302466e-05 6.3902061171572039e-05 -0.0066982089323299188 -0.0043572463079621189 0.02106003485886114 -0.0045591789260948081 0.061439807216326393 3.8849538994828188e-05 0.0050523482307975641 0.022561583413504241 -0.035543191983279862 0.03176795581506716 0.010672502659045818 -0.0049818614221454329 -0.014500413869525523 0.0027289815964191113 0.0095889788166415406 0.00017088435053620943 0.025418634282854888 0.0016290991140219075 0.068672230784539823 -0.019002890396430824 -0.02289588686226952 -0.0046341053621336541 0.011817796484313229 -0.0021475999664006739 -0.020895240271207077 -0.0066331704804928754 -0.013003982085554214 0.0065653546669589297 leaf_weight=83206 1133628 102271 106 2051 28 788 21 690 319 129 22 37 294 91 39 1260 82 164 26 48 27 56 44 1738 55 2131 58 789 111 306 leaf_count=83206 1133628 102271 106 2051 28 788 21 690 319 129 22 37 294 91 39 1260 82 164 26 48 27 56 44 1738 55 2131 58 789 111 306 internal_value=1.21941e-05 0.000189939 -9.53408e-05 -0.00151036 -0.000769665 0.000404985 0.00115667 0.000506856 0.0085351 -0.000109725 -0.000736035 0.00824513 0.00606926 0.00809413 0.0134301 -0.000548854 -0.00200773 0.00156667 0.00989153 0.0256756 0.0474535 -0.00139056 -0.00283435 -0.00399329 0.000898539 -0.00257203 -0.00481206 -0.00277032 -0.00157417 -0.00105356 internal_weight=1.33062e+06 196987 113781 11510 9401 5992 5204 4767 340 4427 4113 437 400 314 223 4091 2831 1011 265 101 53 746 3409 1820 94 3365 2109 3337 2548 2437 internal_count=1330615 196987 113781 11510 9401 5992 5204 4767 340 4427 4113 437 400 314 223 4091 2831 1011 265 101 53 746 3409 1820 94 3365 2109 3337 2548 2437 cat_boundaries=0 1 cat_threshold=2456 is_linear=0 shrinkage=0.05 Tree=1116 num_leaves=31 num_cat=3 split_feature=28 38 29 136 124 5 31 91 55 29 9 125 136 28 31 23 16 3 59 60 136 64 9 7 20 124 21 25 13 2 split_gain=2.78825 9.62426 10.0903 6.96938 7.96449 7.48636 7.09195 6.1821 5.76989 5.6668 8.67646 8.79237 7.7872 7.48254 7.66302 7.18217 6.82105 6.97367 6.94527 7.10763 6.93202 8.44915 8.12036 6.47236 6.25714 6.1023 8.61565 8.3912 6.06575 5.99183 threshold=1011.5499877929689 19.250000000000004 1011.2500000000001 0 -0.33379416167736048 0.15000000223517421 1012.4500122070314 -0.9941427707672118 38.155000686645515 1012.4500122070314 7.0499999523162851 0.64942333102226268 1 1012.4500122070314 1013.1499938964845 10.454999923706056 9.5450000762939471 87.500000000000014 285.62541198730474 0.23028381913900378 2 45.364999771118171 10.650000095367433 15.150000095367433 10.234999656677248 -0.78257837891578663 6.8550000190734872 249.50000000000003 1.7250000238418581 194.50000000000003 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 7 -4 -6 -7 10 -2 12 15 14 -11 -12 -14 20 25 -20 21 28 -22 24 -16 26 -19 29 -18 -28 right_child=9 -3 3 4 5 8 -8 -9 -10 13 11 -13 16 -15 23 -17 17 18 19 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00013465599640394654 2.9682778156680468e-05 -0.001014349345933963 0.00089472877398777775 0.0024679431872415055 0.033175610064063221 -0.00031071637076038344 0.0035455045036143734 0.0052193093724524093 -0.0086307814660123577 -8.5225505202685348e-05 -0.0011643674788489563 -0.00026125778467358098 -0.0054374566835849736 -1.1056985967901225e-05 0.0021541158713114456 0.013791255177182641 0.021818710287953628 -0.0073111260248563048 0.028283559761941437 0.0010242332011376593 0.0048313114356297333 0.033267052262090147 -0.020676925730031843 -0.020191962463837684 -0.0071501779358621445 -0.0057461077783679936 0.0083701846675909557 -0.00082820589618229552 0.0016471224861581706 0.03530273310219248 leaf_weight=198954 40042 16100 5041 3735 21 9605 5052 339 213 8948 8983 15707 2383 1001600 10064 81 47 325 25 550 78 32 52 33 184 1612 148 457 180 24 leaf_count=198954 40042 16100 5041 3735 21 9605 5052 339 213 8948 8983 15707 2383 1001600 10064 81 47 325 25 550 78 32 52 33 184 1612 148 457 180 24 internal_value=1.15847e-05 0.000166245 0.000251496 0.00121983 0.000492783 -0.000231554 0.00221936 0.00685009 -0.000491219 -2.22873e-05 -0.000455103 -0.00108774 -0.0019545 7.69941e-06 0.000984682 -0.00102958 -0.00336488 -0.00197527 -0.00275736 0.00220942 0.00433972 0.00887177 -0.00498827 0.00191587 0.00198706 -0.00387033 -0.000700789 0.00271473 0.00582362 0.0121282 internal_weight=1.33062e+06 239060 222960 24006 13913 10178 10093 360 9818 1.09156e+06 70726 30684 14977 1.02083e+06 19229 9064 5913 3530 3141 575 389 259 130 10281 10248 2566 954 629 227 172 internal_count=1330615 239060 222960 24006 13913 10178 10093 360 9818 1091555 70726 30684 14977 1020829 19229 9064 5913 3530 3141 575 389 259 130 10281 10248 2566 954 629 227 172 cat_boundaries=0 1 2 3 cat_threshold=619 3131 580 is_linear=0 shrinkage=0.05 Tree=1117 num_leaves=31 num_cat=0 split_feature=52 78 64 65 55 31 34 79 20 126 111 55 23 54 52 23 71 110 37 54 4 119 68 109 52 82 87 35 61 75 split_gain=2.6476 5.69855 5.45275 3.97631 10.7999 14.5823 10.2393 9.09382 14.2774 11.8536 10.9831 11.4601 9.50402 9.05461 8.98089 9.26924 8.81633 8.47186 8.34257 8.27026 8.0448 9.52627 13.7495 13.1332 9.99255 8.06421 7.89925 7.68891 7.61587 7.59557 threshold=99.075000762939467 2.6350001096725468 6.9049999713897714 43.135000228881843 33.104999542236335 1016.7500000000001 6.8500001430511483 37.764999389648445 7.8550000190734872 0.7933231294155122 0.47775924205780035 6.7950000762939462 6.305000066757203 78.634998321533217 44.495000839233406 6.7650001049041757 230.50234222412112 -0.14745543897151944 11.750000000000002 174.43000030517581 13.250000000000002 -0.13052122294902799 265.79597473144537 -0.89958572387695301 28.494999885559086 206.26050567626956 0.71931126713752758 9.2500000000000018 0.46435168385505682 0.8220677673816682 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 -1 5 7 17 9 27 -5 11 -10 -13 20 15 18 -16 -7 -6 26 21 22 24 -23 -8 -22 -17 -9 -19 -26 right_child=1 -3 -4 4 14 6 13 8 10 -11 -12 12 -14 -15 16 19 -18 28 -20 -21 25 23 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=1.7624638874315781e-05 0.018916949878136316 0.00044291707373817629 0.0037059671378894647 -0.0026172972125561647 0.042411920377053325 0.035183533731727827 -0.0024195099062832796 -0.010576076054052386 -0.0029725888260002213 0.0012816064120813454 0.0013483278586022298 0.047642426416277889 0.012446230149976339 -0.0091451968792296227 -0.010631601081290392 -0.0066812691319939879 -8.3885356318424907e-05 0.033898217844454424 0.0047920208856729526 0.021396046886220575 0.011032170696007843 0.03989161455538124 -0.013400616328769946 0.0028254766814466031 0.040806855201913877 -0.0068718903571887389 -0.0022803037313141898 -4.8805537446196845e-05 0.005745994312592647 0.0023309463918533015 leaf_weight=1274487 66 17795 549 7074 20 31 121 184 127 2691 734 20 468 189 203 1207 8228 26 56 35 74 24 219 5608 29 419 6567 3025 316 23 leaf_count=1274487 66 17795 549 7074 20 31 121 184 127 2691 734 20 468 189 203 1207 8228 26 56 35 74 24 219 5608 29 419 6567 3025 316 23 internal_value=1.10054e-05 0.000606453 0.00533837 2.6514e-06 -0.000503293 0.000235437 0.0020919 -0.000682103 0.00116196 -0.00154285 0.00547801 0.0104068 0.0138887 0.00164342 -0.0014723 -0.0026853 -0.000337851 0.0101549 0.014692 -0.00285442 0.00195631 0.00245886 -0.00507777 0.00298343 0.00545809 -0.00418447 -0.0029636 -0.000652426 0.00788622 0.0237887 internal_weight=1.33062e+06 18410 615 1.3122e+06 37718 21402 7079 14323 4558 9765 1349 615 488 6706 16316 7885 8431 373 76 7809 6517 6024 392 5632 173 493 7774 3209 342 52 internal_count=1330615 18410 615 1312205 37718 21402 7079 14323 4558 9765 1349 615 488 6706 16316 7885 8431 373 76 7809 6517 6024 392 5632 173 493 7774 3209 342 52 is_linear=0 shrinkage=0.05 Tree=1118 num_leaves=31 num_cat=3 split_feature=20 23 13 42 136 122 114 28 126 127 35 21 4 136 12 31 84 124 124 10 31 11 0 37 34 32 28 79 35 136 split_gain=2.60246 4.52035 5.39332 4.72429 4.07799 3.71291 3.44962 4.01873 6.70827 5.06419 3.90881 3.28907 3.67652 3.29207 3.57034 3.72421 3.28898 3.43375 3.15564 2.92997 2.92437 4.09721 3.86264 2.91351 2.86119 10.7041 11.1171 9.8133 14.1036 15.1283 threshold=13.114999771118166 11.25500011444092 3.1149998903274541 13.750000000000002 0 0.8038262426853181 -0.89490029215812672 1020.0499877929689 -0.14780378341674802 -0.55191597342491139 10.750000000000002 12.555000305175783 10.150000095367433 1 3.8850001096725468 1015.0499877929689 0.70308452844619762 -0.55191597342491139 -0.63605400919914235 6.2500000000000009 1022.6499938964845 5.6499998569488534 346.50000000000006 15.550000190734865 11.750000000000002 11.250000000000002 1013.3500061035157 11.144999980926515 11.650000095367433 2 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=11 2 3 4 -2 6 7 9 -9 18 -10 24 13 14 -13 -16 17 -3 -4 -17 21 -15 -23 -8 25 -1 -27 -28 29 -29 right_child=1 16 5 -5 -6 -7 23 8 10 -11 -12 12 -14 20 15 19 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 28 -30 -31 leaf_value=-1.2498958506707576e-05 -0.0081479233951172632 0.0030183618910714686 0.016635290549602361 0.019665608312124792 0.00025946356729110383 -0.0062688350515521093 0.0026709053702283613 -0.0083325122103236598 0.027565640387735492 0.0090215514792712885 0.0062419168171241428 0.0010732327085753678 -0.019635571928229185 0.0023637456963222958 0.0090276213828474287 -0.004383821282343766 -0.011105528518745154 -0.0043472762414266848 0.04472281051799655 -0.018102643631327037 -0.00091447798393555274 0.0068899918843186615 0.027533230251477411 -0.017797697905362363 -4.2215505437752593e-05 0.0016394312710246697 0.00066407128009836824 0.00015349312263465253 0.0011873968615173892 -0.0032719322636299282 leaf_weight=349809 247 197 20 23 336 69 101 66 29 83 83 540 20 1216 31 97 139 804 20 65 401 406 24 21 883922 19916 52163 6240 6862 6665 leaf_count=349809 247 197 20 23 336 69 101 66 29 83 83 540 20 1216 31 97 139 804 20 65 401 406 24 21 883922 19916 52163 6240 6862 6665 internal_value=1.04552e-05 -0.00169314 0.000596553 -0.00256095 -0.00343781 0.00448567 0.00623995 0.00911458 0.004312 0.0160646 0.0117632 1.33253e-05 0.00172519 0.00187886 -0.000999328 -0.00684998 -0.00389847 -0.0028977 0.0306791 -0.00988829 0.00290022 0.00384717 0.00804217 -0.000852379 9.70936e-06 0.000113631 0.000594016 0.000304561 -0.000644149 -0.00161804 internal_weight=1.33062e+06 2238 1098 606 583 492 423 301 178 123 112 1.32838e+06 2800 2780 733 193 1140 1001 40 162 2047 1646 430 122 1.32558e+06 441655 91846 71930 19767 12905 internal_count=1330615 2238 1098 606 583 492 423 301 178 123 112 1328377 2800 2780 733 193 1140 1001 40 162 2047 1646 430 122 1325577 441655 91846 71930 19767 12905 cat_boundaries=0 1 2 3 cat_threshold=1117 6344 598 is_linear=0 shrinkage=0.05 Tree=1119 num_leaves=31 num_cat=1 split_feature=1 136 8 108 132 135 129 11 59 67 129 128 23 36 129 39 52 129 65 96 52 38 28 131 8 33 32 33 19 5 split_gain=2.56807 7.9198 9.35202 8.52278 7.79316 10.7788 15.4808 21.4185 15.0071 9.63266 10.4759 8.74794 8.30921 9.78285 7.95701 16.9537 14.0586 13.1697 12.3616 7.68965 9.13338 7.67317 7.99614 7.41927 7.16333 6.78274 11.7528 9.23072 12.939 11.872 threshold=63.500000000000007 0 8.0500001907348651 0.77698415517807018 1014.2500000000001 1009.3500061035157 149.50000000000003 12.84999990463257 291.34014892578131 56.395000457763679 74.500000000000014 107.50000000000001 10.154999732971193 13.250000000000002 303.50000000000006 13.34999990463257 3.804999947547913 153.50000000000003 12.50500011444092 -0.9993012249469756 16.384999275207523 12.34999990463257 1006.0499877929689 210.50000000000003 11.150000095367433 10.34999990463257 11.750000000000002 12.949999809265138 15.405000209808351 8.4499998092651385 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 9 7 8 -7 10 21 -6 25 -14 15 16 17 -13 -18 -11 -21 22 -4 -17 -5 -8 -27 28 -28 -30 right_child=-2 2 3 24 11 6 12 -9 -10 19 -12 14 13 -15 -16 23 18 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=0.0005472626017701518 -1.9027240105721688e-05 0.00010123714508076951 0.033167814519256357 -0.0016250329475363441 -0.014628380985232071 -0.0018203197495528945 0.027007451513782144 0.058211188838218478 0.040095025628548248 0.03395988994355624 -0.011027594022884 -0.0076153709431705276 0.043506511530050862 0.001603106443459789 -0.0025376087052099584 -0.010183453183659097 -0.020759296772728971 0.035032402063884277 0.0093403680611337577 0.01669723638108719 -0.00013499424818225883 -0.0022411509731465377 0.0013766279879828193 0.0047278701120539255 -0.0064065417225831617 -0.010666894312087501 0.0049329271141125008 0.00017560826285606499 0.059469674527645115 0.012625411899123147 leaf_weight=83206 1133628 95889 20 2084 136 81 26 28 29 24 270 23 26 30 4660 221 41 85 203 114 275 3718 1791 134 1255 189 712 1658 21 38 leaf_count=83206 1133628 95889 20 2084 136 81 26 28 29 24 270 23 26 30 4660 221 41 85 203 114 275 3718 1791 134 1255 189 712 1658 21 38 internal_value=9.92826e-06 0.000176562 -9.45637e-05 -0.00114398 -0.000621263 0.000280985 0.00283392 0.0191683 0.00923009 -0.000885343 -0.00141079 -0.00210506 0.00199905 0.0210583 -0.00178772 0.00315496 0.0109306 0.02595 0.00428264 0.00649249 0.00479784 -0.000941165 0.00172772 -0.00455495 -0.00342222 0.00159538 0.00134301 0.00227749 0.0067975 0.0292988 internal_weight=1.33062e+06 196987 113781 17892 14553 9050 2838 138 110 6212 5799 5503 2700 56 5367 707 352 108 244 413 389 5529 1811 355 3339 2644 2618 2429 771 59 internal_count=1330615 196987 113781 17892 14553 9050 2838 138 110 6212 5799 5503 2700 56 5367 707 352 108 244 413 389 5529 1811 355 3339 2644 2618 2429 771 59 cat_boundaries=0 1 cat_threshold=2456 is_linear=0 shrinkage=0.05 Tree=1120 num_leaves=31 num_cat=1 split_feature=73 60 52 19 79 84 36 2 12 134 35 16 29 127 73 136 58 15 79 64 109 11 10 54 10 4 37 94 103 39 split_gain=2.74219 6.38342 7.78503 7.26606 7.46811 7.48958 6.62494 7.64069 6.47771 10.1039 6.30568 6.82788 7.15425 8.49869 6.59173 6.38157 6.80382 6.06418 10.9216 9.32985 8.08526 9.85505 8.92857 8.44002 7.48449 13.6763 9.51588 7.14769 9.41705 7.07524 threshold=0.85315513610839855 0.62879812717437755 25.224999427795414 15.405000209808351 1.735000014305115 0.88418573141098034 17.44999980926514 8.5000000000000018 2.6550000905990605 1018.0499877929689 14.050000190734865 8.7100000381469744 1018.9500122070314 -0.97988739609718312 0.7875880002975465 0 261.32295227050787 2.8850001096725468 23.474999427795414 23.195000648498539 0.82859089970588695 10.550000190734865 5.5499999523162851 17.625000000000004 15.650000095367433 7.2500000000000009 11.84999990463257 -0.050295444205403321 -0.73985111713409413 11.34999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 17 -5 6 8 -8 9 -6 -4 -12 15 -14 -15 16 -13 19 24 -3 21 -21 23 -23 -19 26 -26 28 -24 -20 right_child=-2 3 10 4 5 -7 7 -9 -10 -11 11 12 13 14 -16 -17 -18 18 29 20 -22 22 27 -25 25 -27 -28 -29 -30 -31 leaf_value=6.0592917703186938e-06 0.00021486717161903906 -0.00053698274428622876 0.0006235850201431665 0.0025128185508021942 0.00060191129120845536 0.0027269752122662493 0.013920450269730775 0.0019060128098535229 -0.0012360765821479306 -0.006138839162933475 0.019097088249263303 0.012991734571908838 0.03971260968595744 0.0038343700318782762 0.016044136547236017 -0.001761595620023378 0.0023835554905713803 0.00079913190308858505 0.0008459981645977864 -0.0024801413801346802 -0.0064157398899687343 0.0013554462950611324 -0.024853850754776172 0.028686063583674176 0.048396168763948873 0.003283676477844995 0.013609938530928709 -0.00064615604157450724 0.0098077657477673528 -0.0018551456059113351 leaf_weight=1047064 135152 68030 6908 3428 14551 2400 159 789 11345 578 68 177 20 487 143 834 1035 13659 3491 8290 980 57 21 56 28 532 66 1925 293 7934 leaf_count=1047064 135152 68030 6908 3428 14551 2400 159 789 11345 578 68 177 20 487 143 834 1035 13659 3491 8290 980 57 21 56 28 532 66 1925 293 7934 internal_value=1.39196e-06 -2.27446e-05 1.91026e-05 -0.000341775 0.000302639 4.85819e-05 -0.000185834 0.00392109 -0.000332897 0.000344382 0.00143114 0.00344943 0.00305476 0.00762446 0.00660579 0.001603 0.00390059 -0.000545139 0.000122531 -0.000760648 -0.00206989 -0.00166969 0.00118689 0.0148998 0.00104414 0.0063902 0.0239718 0.000494816 0.00748963 -0.00102979 internal_weight=1.3305e+06 1.19535e+06 1.05674e+06 138612 33250 29822 27422 948 26474 15129 9672 2764 2696 650 630 2046 1212 105362 25710 79652 11622 10642 2352 113 14285 626 94 2239 314 11425 internal_count=1330500 1195348 1056736 138612 33250 29822 27422 948 26474 15129 9672 2764 2696 650 630 2046 1212 105362 25710 79652 11622 10642 2352 113 14285 626 94 2239 314 11425 cat_boundaries=0 1 cat_threshold=4355 is_linear=0 shrinkage=0.05 Tree=1121 num_leaves=31 num_cat=0 split_feature=63 55 23 83 122 6 90 52 96 67 7 17 19 34 52 14 32 79 120 80 125 123 36 42 126 33 0 26 127 6 split_gain=2.69362 7.36286 7.58192 13.9603 16.5178 19.7311 14.3528 9.61561 7.95697 7.6588 9.95393 7.14924 10.102 7.13394 9.95965 6.9048 6.71893 7.02373 10.8937 6.51709 6.2852 9.85997 11.4632 13.4126 13.5714 10.7333 14.5068 15.024 12.3935 12.1959 threshold=0.73923647403717052 12.305000305175783 6.4449999332427987 272.02389526367193 -0.25037047266960138 1.0000000180025095e-35 -0.99834924936294545 16.045000076293949 -0.90205851197242726 5.2449998855590829 15.250000000000002 15.405000209808351 13.344999790191652 14.650000095367433 23.57499980926514 2.1750000715255742 15.84999990463257 39.895000457763679 -0.55191597342491139 270.92869567871099 -0.82409480214118946 -0.19936034083366391 12.550000190734865 13.550000190734865 -0.76037701964378346 13.250000000000002 186.50000000000003 269.50000000000006 -0.67556449770927418 10.250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 20 3 4 6 8 7 -3 -6 -7 13 -4 15 -11 -15 -13 -2 -18 -19 -8 21 -1 23 24 25 28 27 -27 29 -23 right_child=16 2 11 -5 5 9 19 -9 -10 10 -12 12 -14 14 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.00024578513794407049 0.0003085717477403623 0.012339002899049472 -0.00083579310862085714 -7.8104116341555106e-05 0.042324497349756331 0.0055429584986037197 0.012922301245028698 0.05393324027007277 0.011251383669053516 -0.0060695466737988295 0.022688766460891609 0.0013012078763944028 0.00082158648208575577 -0.0020502649005502463 0.037705911392265042 -0.0036184435702667143 -0.0012083002514796898 0.043164644733240665 0.0033819611735429762 -0.0021618403407366398 5.6580338595469612e-05 -0.0030673999494029514 -0.00010677856866127974 0.029627825162772622 0.00075067495664901023 0.0088265678333642791 -0.0065060187502259852 -0.0025806623504290149 0.00043889901432393085 -0.00039123453729409687 leaf_weight=48611 126519 24 65658 6124 38 425 336 33 45 606 36 1009 15307 50 23 2433 9433 22 79 91 973797 18576 43261 35 6405 805 372 450 4374 5523 leaf_count=48611 126519 24 65658 6124 38 425 336 33 45 606 36 1009 15307 50 23 2433 9433 22 79 91 973797 18576 43261 35 6405 805 372 450 4374 5523 internal_value=1.3217e-06 -2.26888e-05 -0.000451817 0.00103647 0.00503507 0.00194094 0.0128535 0.0364199 0.0254776 0.000227307 -0.00293235 -0.000589895 0.000271229 -0.00429075 0.0104757 -0.00217628 0.000212117 -0.00106787 0.0120475 0.00970765 1.32226e-05 -0.000315575 -0.00065753 -0.00130958 -0.00133925 -0.00178396 0.00216586 0.00473633 -0.00200966 -0.00245408 internal_weight=1.3305e+06 1.19445e+06 92238 7831 1707 1223 484 57 83 1140 715 84407 18749 679 73 3442 136053 9534 101 427 1.10221e+06 128412 79801 36540 36505 30100 1627 1255 28473 24099 internal_count=1330500 1194447 92238 7831 1707 1223 484 57 83 1140 715 84407 18749 679 73 3442 136053 9534 101 427 1102209 128412 79801 36540 36505 30100 1627 1255 28473 24099 is_linear=0 shrinkage=0.05 Tree=1122 num_leaves=31 num_cat=0 split_feature=73 16 109 79 60 52 67 14 19 12 134 84 75 64 17 38 20 109 52 9 105 12 16 28 58 20 18 62 8 29 split_gain=2.44239 5.86761 11.2571 6.50431 5.71165 7.19155 6.34796 7.84751 6.34241 6.78109 13.515 8.28171 7.87274 6.17505 9.66623 6.78399 8.5266 9.50394 6.00922 5.75035 5.7298 6.86926 6.52227 10.2343 7.69356 6.85204 7.77345 7.97475 6.364 7.54495 threshold=0.85315513610839855 18.219999313354496 0.13801166415214541 7.9349999427795419 0.62879812717437755 21.57499980926514 5.9149999618530282 1.5349999666213991 15.405000209808351 2.1350001096725468 1018.5499877929689 0.88418573141098034 0.88586980104446422 6.0250000953674325 15.405000209808351 17.550000190734867 10.055000305175783 0.61211290955543529 7.3550000190734872 18.250000000000004 0.16176872700452807 4.2349998950958261 13.344999790191652 1026.4500122070315 313.40440368652349 9.0749998092651385 18.219999313354496 0.7394886612892152 6.7500000000000009 1017.8500061035157 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 -2 -3 -4 5 -1 19 -8 -6 10 -10 13 -13 -11 -15 -16 17 -17 -12 -7 22 -22 23 28 -25 26 27 -24 29 -9 right_child=1 2 3 -5 8 6 7 20 9 11 18 12 -14 14 15 16 -18 -19 -20 -21 21 -23 25 24 -26 -27 -28 -29 -30 -31 leaf_value=3.1944329412855698e-06 0.00024341676714607479 0.0035169779324991965 8.0827746065691692e-05 -0.0070655926023647344 -0.00051329921921848933 -0.0008536244081110251 0.01261805263843571 0.0027384833747296513 0.001402301552119573 -0.0033163217608754656 0.012343742422914755 0.0023289703110920012 0.017821876515752112 -0.0016450881737668909 0.00062615222387473217 0.037697657231580133 -0.0011039603281587493 0.0062604911924111399 -0.008926124779909261 0.020776320909780842 -0.00080847479435059875 -0.018439292278442834 0.00049978805679009003 0.012450064931932327 0.048114047944545747 -0.0015746983178793054 0.0077467043794768285 0.0078730299512743875 0.0017262099992169273 0.011876298004346609 leaf_weight=1043185 133121 567 468 996 105362 3492 165 519 13555 1914 36 1426 87 7293 8328 44 86 53 428 31 218 74 3625 62 20 1920 519 408 2098 400 leaf_count=1043185 133121 567 468 996 105362 3492 165 519 13555 1914 36 1426 87 7293 8328 44 86 53 428 31 218 74 3625 62 20 1920 519 408 2098 400 internal_value=1.25562e-06 0.000202724 -0.00246449 -0.00478108 -2.15234e-05 1.80607e-05 0.0011625 0.00180393 -0.000323301 0.000278764 0.00111507 -0.000330887 0.00321984 -0.000634096 -0.000309255 0.000835408 0.0103583 0.0205206 -0.00727588 -0.000663296 0.00162302 -0.00527656 0.00183352 0.00371977 0.0211486 0.000930322 0.00198692 0.0012457 0.00324607 0.00671577 internal_weight=1.3305e+06 135152 2031 1464 1.19535e+06 1.05674e+06 13551 10028 138612 33250 14019 19231 1513 17718 15804 8511 183 97 464 3523 9863 292 9571 3099 82 6472 4552 4033 3017 919 internal_count=1330500 135152 2031 1464 1195348 1056736 13551 10028 138612 33250 14019 19231 1513 17718 15804 8511 183 97 464 3523 9863 292 9571 3099 82 6472 4552 4033 3017 919 is_linear=0 shrinkage=0.05 Tree=1123 num_leaves=31 num_cat=1 split_feature=63 55 75 85 38 95 15 12 37 126 30 67 35 35 28 16 67 105 7 67 136 28 11 40 40 12 62 98 29 79 split_gain=2.45295 6.66096 7.10052 7.47996 8.84286 8.84362 9.37708 8.64551 8.08981 9.0244 13.6455 8.4534 11.2869 7.23803 11.5902 9.29718 9.59774 7.45847 7.14352 6.97011 6.95592 6.93084 10.3253 8.78095 7.27909 6.72966 6.64536 6.51991 6.50408 6.37528 threshold=0.73923647403717052 12.305000305175783 0.81711074709892284 0.80850663781166088 12.34999990463257 -0.8019408881664275 2.9250000715255742 2.1450001001358037 12.050000190734865 -0.73724925518035878 1014.8500061035157 18.704999923706058 12.550000190734865 12.550000190734865 1016.0499877929689 9.5450000762939471 14.704999923706056 -0.56143358349800099 14.550000190734865 9.0150003433227557 0 1020.6499938964845 10.150000095367433 13.750000000000002 2.6499999761581425 1.4550000429153445 0.48729661107063299 -0.99562174081802357 1024.1499633789065 23.795000076293949 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 21 5 -5 18 -8 19 10 -10 12 -11 14 15 16 -6 -15 -7 -9 26 27 23 -23 -24 -22 -4 -3 -13 -19 right_child=-2 2 20 4 13 6 7 8 9 11 -12 28 -14 17 -16 -17 -18 29 -20 -21 25 22 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.2436950311227086e-05 0.00020235022151200694 -0.0012526860626297476 -0.0041294707880264589 0.010015954872221521 0.017298758984230857 -0.00084791417073910185 0.02109419253898696 0.0123964092058382 0.006813722662627697 0.005668983891260841 0.054079498818072558 -0.0020602839194104826 0.041865490395293546 -0.00034350741525278865 -0.0047320208043358323 -0.0010701753024238102 -0.0041713381500449028 -0.0050250008929178004 0.029083679970353844 0.00051340277395011216 0.008887255953581091 -0.0015511445581502465 0.0021489994981667578 0.02222996446518944 0.015600357367016308 -0.0017838059182870868 0.0004025134226520908 0.0011353179532295852 0.02710534216215213 0.00055163081793233731 leaf_weight=1102209 136053 3305 892 243 149 6032 63 131 37 62 26 213 33 14562 3169 1398 80 1693 20 2128 149 8254 1301 39 109 17565 8680 21149 21 735 leaf_count=1102209 136053 3305 892 243 149 6032 63 131 37 62 26 213 33 14562 3169 1398 80 1693 20 2128 149 8254 1301 39 109 17565 8680 21149 21 735 internal_value=1.19284e-06 -2.17199e-05 -0.000429881 -0.000145544 -0.000710641 0.000606938 0.000346113 0.00278812 0.00235309 0.00898363 0.0263202 0.00566386 0.0182425 -0.00125549 -0.00297082 0.000459559 0.00979829 -0.000771279 -0.000748999 0.0012025 -0.00110672 0.000363932 -0.000766762 -0.00143931 0.00318886 -0.00169309 -1.97946e-05 0.000812575 0.000557144 -0.00333685 internal_weight=1.3305e+06 1.19445e+06 92238 64952 30795 9009 8766 2714 2651 392 63 329 95 21786 4796 1627 229 16990 6052 2259 27286 34157 9703 8293 1410 17714 9572 24454 234 2428 internal_count=1330500 1194447 92238 64952 30795 9009 8766 2714 2651 392 63 329 95 21786 4796 1627 229 16990 6052 2259 27286 34157 9703 8293 1410 17714 9572 24454 234 2428 cat_boundaries=0 1 cat_threshold=5153 is_linear=0 shrinkage=0.05 Tree=1124 num_leaves=31 num_cat=0 split_feature=31 28 15 12 121 17 111 125 98 29 12 118 36 42 38 30 17 120 40 36 2 31 110 18 23 37 29 3 21 114 split_gain=2.77174 8.34253 10.1708 14.6682 8.70688 11.2076 16.2951 10.7779 10.3751 9.88812 14.8361 12.1039 10.916 10.2612 17.4753 23.2362 13.861 13.3251 12.5207 15.7243 21.3078 12.4314 9.14243 9.10563 10.0875 10.2432 14.1298 19.5047 9.30783 11.2001 threshold=1020.5499877929689 1010.9500122070314 2.9250000715255742 2.4550000429153447 -0.77159520983695973 9.5450000762939471 -0.37521885335445399 1.0000000180025095e-35 -0.87152391672134388 1020.2500000000001 1.7450000047683718 0.89490029215812694 10.050000190734865 5.8500001430511483 14.750000000000002 1023.4500122070314 6.9049999713897714 -0.84335932135581959 8.6500000953674334 13.050000190734865 322.50000000000006 1024.049987792969 0.65589839220047008 13.344999790191652 8.4250001907348651 12.550000190734865 1027.1499633789065 35.500000000000007 8.1750001907348651 -0.96359375119209278 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -3 6 8 22 -6 12 -11 13 -8 -12 17 -16 -17 -15 19 -19 -21 -22 23 24 -7 28 -27 -28 29 -26 right_child=1 4 -4 -5 5 7 9 -9 -10 10 11 -13 -14 14 15 16 -18 18 -20 20 21 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=-3.0983748825751059e-05 -0.0095753613375843729 0.00094072852416886169 0.016925999325198626 -0.054513525336303492 -0.0090151605145714162 0.0011842133155707828 -0.005482575019252053 -0.00037415725019118045 0.0052164312002324267 0.0003728519534688894 0.0025368651989549624 -0.0022563664372637275 0.00034953560950307328 0.041037964844144882 0.00095611702754265732 0.080177851292220034 0.027546782354856358 0.0076310956995125599 0.0021290305267829784 -0.0027612652531108606 0.0282328482805973 0.083313256539404398 -8.808028760763142e-05 0.00017923532473847182 0.01567168991612878 0.0062568516606952458 0.063545819765959799 0.0073438424371967195 -0.00047858886851929821 0.0021286042811403394 leaf_weight=1110548 104 31505 26 22 626 7013 979 115086 161 10510 6606 975 4446 26 45 22 29 1006 1510 26 21 20 26073 9268 230 1751 26 38 1348 454 leaf_count=1110548 104 31505 26 22 626 7013 979 115086 161 10510 6606 975 4446 26 45 22 29 1006 1510 26 21 20 26073 9268 230 1751 26 38 1348 454 internal_value=1.1332e-06 0.000163293 -0.0115464 -0.0174217 0.000171391 4.26674e-05 0.00098534 -0.000115186 -0.00610374 0.00119811 0.00169403 0.00304399 -0.000702932 0.00359901 0.00619293 0.0271437 0.0502504 0.00542203 0.00506352 0.00919314 0.0326472 0.0551013 0.000529908 0.00133042 0.00231286 0.00437035 0.00710028 0.0301759 0.00193196 0.00668257 internal_weight=1.3305e+06 219952 152 126 219800 188295 27008 161287 787 26221 20796 10286 5425 9311 2705 96 51 2609 2583 1073 67 41 46201 20128 10860 3847 1815 64 2032 684 internal_count=1330500 219952 152 126 219800 188295 27008 161287 787 26221 20796 10286 5425 9311 2705 96 51 2609 2583 1073 67 41 46201 20128 10860 3847 1815 64 2032 684 is_linear=0 shrinkage=0.05 Tree=1125 num_leaves=31 num_cat=0 split_feature=38 36 111 87 78 13 108 32 12 112 100 101 23 83 119 28 29 6 38 20 21 36 18 31 12 5 4 132 41 21 split_gain=3.69198 8.76248 8.13681 15.282 12.8665 12.6859 12.2721 7.88575 7.84344 10.2537 8.22688 8.83533 10.3929 10.4096 10.0614 14.8128 17.0411 15.8134 14.3847 21.7165 23.2822 17.8247 15.3738 11.4859 9.7759 11.4129 9.58834 9.35285 8.15428 10.5718 threshold=11.550000190734865 11.750000000000002 -0.97609320282936085 0.87532380223274242 63.254999160766609 3.2549999952316289 1.0000000180025095e-35 13.650000095367433 3.7649999856948857 -0.94828754663467396 0.099537648260593428 0.43029902875423437 8.6149997711181658 314.55998229980474 0.31729258596897131 1003.2500000000001 1.0000000180025095e-35 7.1499998569488534 10.750000000000002 6.2550001144409189 7.3550000190734872 11.250000000000002 11.269999980926515 997.35000610351574 3.1149998903274541 12.449999809265138 14.750000000000002 1019.1499938964845 9.0500001907348651 7.7550001144409189 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 -2 -5 -4 8 10 -10 -1 -12 13 14 15 16 -13 -17 22 -20 21 23 -18 -21 25 28 27 -16 -14 -30 right_child=1 -3 6 5 -6 -7 -8 -9 9 -11 11 12 24 -15 26 17 18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0006341371341936473 0.00055580134159938688 -1.1582852154343397e-05 -0.0035357836224161735 0.06037684096531435 0.032018238472519445 0.0078123453165365696 -0.00054779624830957562 -0.0028955816855401511 0.0010097484962180109 -0.0016602428878646923 0.0010283159914355167 0.0013088931004928712 0.0013980413776908968 0.0010487656634238188 -0.00039085825561583157 0.0012963003389741884 -0.0013740983502488705 -0.0011376856589789565 0.0037201585582174036 0.063521868158848235 0.0013502394747255105 0.095199587717652329 0.023705665372148323 0.016960954761856963 -0.00073701527130524784 0.026359270644024949 0.0047096499426287596 -0.014358672148955521 0.01341245763186108 0.0033341152862587189 leaf_weight=22480 454 1037698 3759 22 35 24 40041 2077 5187 11722 41209 676 11214 23178 94000 19596 186 10119 69 26 28 20 91 27 4224 48 924 120 304 1806 leaf_count=22480 454 1037698 3759 22 35 24 40041 2077 5187 11722 41209 676 11214 23178 94000 19596 186 10119 69 26 28 20 91 27 4224 48 924 120 304 1806 internal_value=-1.02466e-06 -4.09933e-05 -0.000729369 0.00539955 0.00280771 0.0329519 -0.000804231 0.000172429 0.000198201 -0.000841197 0.0002745 0.000372767 0.000210669 7.50087e-05 -0.000104284 0.000680476 0.00631741 0.000467443 0.0138918 0.0253412 0.040112 0.0549795 0.0068651 0.0398022 0.00135988 0.00202226 -0.000358907 -0.000408667 0.00193459 0.00478616 internal_weight=1.33136e+06 1.08203e+06 44335 535 489 46 43800 249331 247254 16909 230345 207865 166656 149060 125882 30838 1123 29715 447 170 101 73 277 53 17596 13372 95044 94120 13324 2110 internal_count=1331364 1082033 44335 535 489 46 43800 249331 247254 16909 230345 207865 166656 149060 125882 30838 1123 29715 447 170 101 73 277 53 17596 13372 95044 94120 13324 2110 is_linear=0 shrinkage=0.05 Tree=1126 num_leaves=31 num_cat=4 split_feature=22 20 20 21 127 124 136 30 16 31 92 136 16 71 17 12 20 22 136 24 68 12 28 4 94 32 136 31 104 31 split_gain=3.28849 18.4598 15.4184 11.302 12.4615 11.2241 14.3992 13.2037 28.3934 37.4803 11.3667 11.0981 10.9599 14.6738 12.749 14.4901 10.6575 10.3686 13.7235 12.4155 11.8683 10.0345 10.7645 12.4606 12.1217 9.95855 9.63725 23.6535 17.8641 10.4045 threshold=7.3750000000000009 7.8750000000000009 6.6549999713897714 8.3550000190734881 1.0000000180025095e-35 -0.35019405186176294 0 1025.549987792969 12.699999809265138 1026.9500122070315 0.13211431354284289 1 14.039999961853029 300.90039062500006 15.405000209808351 2.3750000000000004 11.09500026702881 8.6350002288818377 2 288.50000000000006 307.32038879394537 2.1149998903274541 1014.2500000000001 3.0499999523162846 -0.88198190927505482 9.9499998092651385 3 1004.7500000000001 -0.8476804494857787 1015.2500000000001 decision_type=2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 left_child=1 -1 11 -4 12 6 7 21 9 -9 -7 -2 14 16 15 -5 -14 18 -17 -20 -21 22 23 -6 -25 -3 -12 28 -28 -29 right_child=2 25 3 4 5 10 -8 8 -10 -11 26 -13 13 -15 -16 17 -18 -19 19 20 -22 -23 -24 24 -26 -27 27 29 -30 -31 leaf_value=1.6560965913820025e-05 -0.00034230336206992864 0.0035507294789196113 -0.00042681886797662339 -0.00018454048132542252 0.0041389580874038826 -0.0011030844019372008 0.00059218768829609697 0.074978205262634309 0.0050712038188561286 -0.0020685500974111535 0.00081501950487603079 0.0020220509134436303 0.00090621416085807482 -0.0024873694817272632 0.0026517403126162069 0.0027788894438258984 -0.0010415976827941361 -0.002327948490731042 0.00091605081515790891 -0.0055517602568364334 0.0021310778796731935 0.0012364369305428449 0.0035869340723496696 0.04644582591418709 0.014964705519666818 0.00092852660975242048 0.017311472554380695 -0.0017128734450425421 -0.020682816893095177 0.00028650363690619235 leaf_weight=816099 7636 4321 218802 32862 292 14894 16291 38 206 27 55218 14177 35377 4468 2636 2595 8762 20344 2553 2278 645 3768 2086 35 242 22344 36 8043 220 34069 leaf_count=816099 7636 4321 218802 32862 292 14894 16291 38 206 27 55218 14177 35377 4468 2636 2595 8762 20344 2553 2278 645 3768 2086 35 242 22344 36 8043 220 34069 internal_value=-9.73424e-07 5.886e-05 -0.000104177 -0.000164895 6.62063e-05 0.000389236 0.00139605 0.00334649 0.0141623 0.0429742 0.000183498 0.00119514 -0.000322696 0.000243156 -0.000753037 -0.000899503 0.000519555 -0.00172636 -0.000209971 -0.00162845 -0.00385644 0.00289536 0.00524971 0.0113456 0.0189425 0.00135345 0.000379861 -0.000187426 -0.0153399 -9.53588e-05 internal_weight=1.33136e+06 842764 488600 466787 247985 135465 22985 6694 271 65 112480 21813 112520 48607 63913 61277 44139 28415 8071 5476 2923 6423 2655 569 277 26665 97586 42368 256 42112 internal_count=1331364 842764 488600 466787 247985 135465 22985 6694 271 65 112480 21813 112520 48607 63913 61277 44139 28415 8071 5476 2923 6423 2655 569 277 26665 97586 42368 256 42112 cat_boundaries=0 1 2 3 4 cat_threshold=582 6662 7256 6809 is_linear=0 shrinkage=0.05 Tree=1127 num_leaves=31 num_cat=2 split_feature=38 36 111 87 78 108 39 0 9 28 12 28 121 136 23 32 1 106 27 35 124 32 110 28 39 12 136 37 92 127 split_gain=3.27935 7.92485 7.34258 13.7848 11.6125 11.05 12.0715 10.1215 8.87801 7.93666 7.78001 12.1322 12.7568 11.7474 7.89966 9.40307 7.71495 8.75414 7.99195 9.46079 7.68426 7.11256 7.70018 8.39792 7.06392 7.04535 13.153 10.0478 8.60971 8.84037 threshold=11.550000190734865 11.750000000000002 -0.97609320282936085 0.87532380223274242 63.254999160766609 1.0000000180025095e-35 11.949999809265138 164.50000000000003 9.4499998092651385 1023.8500061035157 2.8349999189376835 1009.6499938964845 0.21643137186765674 0 7.8849999904632577 9.1500000953674334 172.50000000000003 -0.067661471664905534 279.50000000000006 9.5500001907348651 -0.89490029215812672 13.650000095367433 -0.61962181329727162 1004.9500122070314 11.949999809265138 3.7649999856948857 1 9.7500000000000018 0.27067540585994726 -0.58068084716796864 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=21 2 3 4 -2 6 9 -5 -8 16 -7 12 13 -12 -15 -16 17 18 19 -4 -10 25 23 -23 -17 -1 27 -27 -29 -30 right_child=1 -3 5 7 -6 10 8 -9 20 -11 11 -13 -14 14 15 24 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 29 -31 leaf_value=0.00025934049282043224 0.00052791915408034078 -1.0622073405913832e-05 0.027569179404892175 0.0068001020869070845 0.030417871517794473 -0.00015737729916466168 -0.0057266002817371823 0.053752019186504185 -0.027589938273653386 -0.0097047021620710449 -0.0089713894318223641 -0.0011320799711038903 -0.017769734084030684 -0.0036946130963635237 -0.00080609616713927081 0.03286668434739113 -0.0042632633454614379 -0.0063500874933819619 -0.0010912273261566836 0.0051560532194554667 -0.0081779734482272312 -0.014899864563575158 -0.0034779968692428783 0.01752879952261939 0.00090193841792643068 -0.013793809592630997 -0.00023057929091061804 0.0021208428979132394 -0.014761890731689147 -0.0036047537961041553 leaf_weight=230345 454 1037698 51 22 35 31473 645 24 100 288 513 7461 212 216 85 56 1056 304 598 613 104 26 1965 86 25 247 14519 570 204 1369 leaf_count=230345 454 1037698 51 22 35 31473 645 24 100 288 513 7461 212 216 85 56 1056 304 598 613 104 26 1965 86 25 247 14519 570 204 1369 internal_value=-9.2255e-07 -3.85915e-05 -0.000693239 0.00512888 0.00266728 -0.000764354 -0.00335632 0.0312968 -0.00860207 -0.00182586 -0.000521023 -0.00185681 -0.00674137 -0.00412906 0.00254216 0.0108106 -0.000960449 0.00126674 0.00310153 0.00687754 -0.0176936 0.000162551 -0.00275117 0.0100007 0.023001 0.000187027 -0.000798073 -0.00422689 -0.00314394 -0.00505171 internal_weight=1.33136e+06 1.08203e+06 44335 535 489 43800 3759 46 849 2910 40041 8568 1107 895 382 166 2622 1566 1262 664 204 249331 2077 112 81 247254 16909 2390 2143 1573 internal_count=1331364 1082033 44335 535 489 43800 3759 46 849 2910 40041 8568 1107 895 382 166 2622 1566 1262 664 204 249331 2077 112 81 247254 16909 2390 2143 1573 cat_boundaries=0 1 2 cat_threshold=649 322 is_linear=0 shrinkage=0.05 Tree=1128 num_leaves=31 num_cat=3 split_feature=38 36 127 19 78 12 8 107 28 55 34 15 29 24 136 32 85 136 43 67 28 91 136 115 123 43 40 53 34 0 split_gain=2.95972 7.15441 6.98662 11.0802 11.1638 11.3094 13.7001 9.94078 8.49352 17.9593 8.45855 8.77676 8.61112 12.7783 8.69057 13.2436 8.17225 7.40744 9.06048 8.14483 7.27086 9.07354 7.00554 9.52679 7.97951 7.876 29.1645 14.3781 7.25723 9.3723 threshold=11.550000190734865 11.750000000000002 -0.88697704672813404 18.219999313354496 63.254999160766609 2.3349999189376835 18.650000572204593 -0.93046054244041432 1008.0499877929689 6.2149999141693124 12.050000190734865 4.7349998950958261 1013.4500122070314 300.50000000000006 0 10.750000000000002 0.85841700434684765 1 11.150000095367433 5.3250000476837167 1017.2500000000001 -0.9203396439552306 2 -0.98897820711135853 -0.71322327852249134 7.9500000476837167 8.3499999046325701 11.34500026702881 10.250000000000002 82.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 8 10 -5 9 -2 12 -12 13 -7 15 -14 22 -18 19 -19 21 -16 23 24 -4 28 27 -27 -25 -30 right_child=1 -3 16 7 -6 6 -8 -9 -10 -11 11 -13 14 -15 20 -17 17 18 -20 -21 -22 -23 -24 25 -26 26 -28 -29 29 -31 leaf_value=0.00015442294103722984 0.0030626521582101905 -1.009096953932621e-05 0.047773198932409291 0.046735210800543429 0.026341224930277376 -0.015218145074019555 0.014610420773231721 0.0058563636804545493 -0.0012670755379115941 0.055906239459291102 -0.0027966599627641596 0.022945278664784772 0.034368419252774299 0.0029225247957270018 -0.016116881280994186 -0.0024331101682037119 -0.0002185840095615187 -0.00042273802374269545 0.022805531001226467 -0.005071786424075379 -0.010564035205805506 0.0055842312498478805 -0.00026694858103277477 0.0076754384002664924 0.0099432215175550911 0.021118460264271843 0.0017159796391767266 0.076743933545159446 0.0074594448236457549 -0.0024147063795090613 leaf_weight=249331 82 1037698 20 20 33 595 82 58 2773 20 614 35 34 116 65 87 3693 1425 33 2780 473 186 28995 336 46 26 179 21 300 1208 leaf_count=249331 82 1037698 20 20 33 595 82 58 2773 20 614 35 34 116 65 87 3693 1425 33 2780 473 186 28995 336 46 26 179 21 300 1208 internal_value=-8.79879e-07 -3.6666e-05 -0.000658678 -0.00236703 -0.00264788 -0.00283321 -0.00545722 0.0163381 -0.000745857 0.0134241 -0.0062035 -0.00140842 -0.00820351 -0.0122585 -0.00479157 0.00730417 -0.000428066 -0.0018609 -0.00328375 -0.00349631 -0.00681978 -3.55788e-05 -6.30341e-05 0.00269363 0.0214069 0.00210999 0.0109197 0.0459724 0.00103027 -0.000450353 internal_weight=1.33136e+06 1.08203e+06 44335 5273 5195 5162 2287 78 2875 102 2205 649 1556 711 845 121 39062 7931 4238 4205 724 251 31131 2136 66 2070 226 47 1844 1508 internal_count=1331364 1082033 44335 5273 5195 5162 2287 78 2875 102 2205 649 1556 711 845 121 39062 7931 4238 4205 724 251 31131 2136 66 2070 226 47 1844 1508 cat_boundaries=0 1 2 3 cat_threshold=514 2195 256 is_linear=0 shrinkage=0.05 Tree=1129 num_leaves=31 num_cat=3 split_feature=22 20 20 37 124 127 136 21 25 106 15 4 9 120 11 43 99 35 38 126 136 10 123 20 38 34 35 34 136 34 split_gain=2.92631 18.8166 15.1038 11.9277 11.4372 23.594 41.9404 21.5148 19.4621 17.7647 16.8552 15.5156 12.7723 12.4163 12.3315 12.1389 12.2941 11.8002 13.8085 13.1447 15.3475 17.325 15.8032 11.2205 11.1168 10.9278 14.6536 18.2644 26.2038 16.617 threshold=7.2950000762939462 7.6150000095367441 6.6549999713897714 13.550000190734865 -0.55191597342491139 -0.3172925859689712 0 5.8150000572204599 246.50000000000003 -0.94769668579101551 2.0949999094009404 3.7500000000000004 15.250000000000002 0.47714059054851538 5.9500000476837167 3.2500000000000004 -0.8894686996936797 15.250000000000002 16.349999427795414 -0.70088258385658253 1 5.7500000000000009 -0.96811076998710621 5.555000066757203 10.150000095367433 13.84999990463257 12.650000095367433 11.650000095367433 2 12.750000000000002 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 left_child=1 4 3 -2 -1 6 7 9 10 23 -9 -10 24 17 -8 16 -11 19 -19 20 21 -7 -23 -6 -13 26 27 -21 -29 -28 right_child=2 -3 -4 -5 5 13 14 8 11 15 -12 12 -14 -15 -16 -17 -18 18 -20 25 -22 22 -24 -25 -26 -27 29 28 -30 -31 leaf_value=-0.0004574975483416456 0.0022880180020278221 0.0011145590612033737 -0.00015612145835742461 9.7044774666223219e-05 0.023161373437587614 0.0034158329060500767 -0.0001475959020204382 0.00075299461143294995 0.0014641726042508981 0.0093509769270647154 -0.0080004559475955004 -0.0039333825286560565 -0.0068051834427324395 -0.00092189386450168922 0.0016299455380074505 0.011888356820490895 0.00053985672036440909 0.0014197834352145788 0.0001631967965520308 9.9149744628475615e-05 -0.00022520788502769585 0.038902618796564641 0.010317117681195698 0.0063839319488601526 0.0060550473514241997 -0.00060182903046776851 0.0015773281448778131 5.2805639752876746e-06 -0.001850714986234375 0.00013527389543429986 leaf_weight=114759 11492 40062 487114 13520 254 2911 43504 2513 6134 587 704 294 218 36028 12578 551 1216 29574 83846 162961 3381 60 249 164 5306 90991 27020 41945 34788 76640 leaf_count=114759 11492 40062 487114 13520 254 2911 43504 2513 6134 587 704 294 218 36028 12578 551 1216 29574 83846 162961 3381 60 249 164 5306 90991 27020 41945 34788 76640 internal_value=-8.36066e-07 5.77731e-05 -9.4592e-05 0.00110371 3.43751e-06 8.30508e-05 0.000924519 0.00302798 0.00228949 0.00708006 -0.00116259 0.00321866 0.00506843 -2.24516e-05 0.000251024 0.00539336 0.00340848 3.60027e-05 0.000490849 -8.09927e-05 0.00213345 0.00459647 0.0158677 0.0165788 0.00553065 -0.000114647 1.44594e-05 -0.000200347 -0.000836402 0.00051116 internal_weight=1.33136e+06 819238 512126 25012 779176 664417 74023 17941 15169 2772 3217 11952 5818 590394 56082 2354 1803 554366 113420 440946 6601 3220 309 418 5600 434345 343354 239694 76733 103660 internal_count=1331364 819238 512126 25012 779176 664417 74023 17941 15169 2772 3217 11952 5818 590394 56082 2354 1803 554366 113420 440946 6601 3220 309 418 5600 434345 343354 239694 76733 103660 cat_boundaries=0 1 2 3 cat_threshold=607 719 5907 is_linear=0 shrinkage=0.05 Tree=1130 num_leaves=31 num_cat=1 split_feature=38 14 108 43 4 12 0 27 0 36 132 111 133 134 133 106 67 34 20 8 26 74 136 30 9 15 132 36 109 23 split_gain=3.33874 7.9477 12.06 19.93 14.4916 9.34985 9.20262 8.27423 7.37688 7.32498 11.352 20.3144 9.26882 9.08696 14.5124 13.8619 11.7688 9.48007 9.95684 8.96019 7.81099 8.19716 7.75526 10.6435 7.2856 6.42773 6.48283 6.38729 9.53285 6.21089 threshold=11.150000095367433 0.9650000035762788 -0.37628263235092158 7.0499999523162851 6.0499999523162851 1.0249999761581423 1.0000000180025095e-35 284.50000000000006 146.50000000000003 10.84999990463257 1022.9500122070314 -0.017508870922029015 1021.9500122070314 1003.4499816894532 1014.9500122070314 -0.70818036794662464 27.304999351501468 7.8500001430511483 6.6749999523162851 12.949999809265138 197.50000000000003 0.52858683466911327 0 1007.7500000000001 9.2500000000000018 2.5249999761581425 1007.1499938964845 11.050000190734865 0.54512262344360363 6.6050000190734872 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 -4 -6 -9 10 13 -12 20 -3 25 -16 17 -17 -19 -18 21 24 -23 -24 -11 26 -15 28 -2 -13 right_child=27 9 4 -5 7 -7 -8 8 -10 12 11 29 -14 14 15 16 19 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0086810462144844194 -0.0038729500101970017 -4.9970391759660488e-06 0.014793344264923632 0.042491995319724085 0.0040472085672788151 0.0074657980220768005 0.00031191739418494037 -0.00282572421263187 0.017529646722218597 -0.0015338858741019161 0.057016785513787041 0.019036120928025674 -0.0096678956707305225 0.023199306126861347 -0.005669115544097607 0.035176645955917511 0.0055227868710503438 0.0051411161889882828 -0.013079136269797962 0.040922976715060386 0.00088587797084448909 -0.0045783623673184186 0.035067476812400855 0.004383917794416636 -0.01061645289105987 -0.012385872382373573 -0.0052440209593088635 -1.2742601188447682e-05 -0.00035358092923263288 0.0019176138237726433 leaf_weight=391 2624 134722 113 20 383 595 3763 52 309 468 21 70 214 21 488 22 33 387 93 39 41887 228 32 242 418 444 435 1134609 7214 218 leaf_count=391 2624 134722 113 20 383 595 3763 52 309 468 21 70 214 21 488 22 33 387 93 39 41887 228 32 242 418 444 435 1134609 7214 218 internal_value=8.19784e-06 0.000204606 0.00205526 -0.00619087 0.00270515 0.00162996 0.000734106 0.0091664 0.0145976 0.000146918 -3.25544e-05 0.0095402 0.000712266 -5.41954e-05 -0.00343243 0.000526232 0.00579336 0.00308195 0.00161094 0.0246979 0.000763597 -0.0029266 0.00217812 0.00768686 -0.00581889 -0.00810366 -0.00393413 -2.37418e-05 -0.00129227 0.00607836 internal_weight=1.33056e+06 186108 5626 411 5215 4471 3876 744 361 180482 136993 309 43489 136684 1962 1062 574 502 480 72 43275 1388 502 274 886 900 456 1.14445e+06 9838 288 internal_count=1330555 186108 5626 411 5215 4471 3876 744 361 180482 136993 309 43489 136684 1962 1062 574 502 480 72 43275 1388 502 274 886 900 456 1144447 9838 288 cat_boundaries=0 1 cat_threshold=148 is_linear=0 shrinkage=0.05 Tree=1131 num_leaves=31 num_cat=1 split_feature=60 63 107 109 52 10 136 135 132 35 56 29 9 63 94 54 108 96 22 100 111 11 34 83 77 97 71 105 37 70 split_gain=3.13209 6.07289 7.11763 9.96363 7.43144 7.62891 5.86868 7.88763 8.81271 9.35981 7.46034 7.32475 7.9355 9.01965 9.03634 7.4903 12.0891 8.32969 7.378 7.15055 7.38297 7.74738 10.4452 9.28007 8.20781 11.2695 8.16598 10.1491 8.03 6.97782 threshold=0.74243909120559703 0.82775717973709118 -0.99725639820098866 0.67850822210311901 21.105000495910648 19.250000000000004 0 1018.8500061035157 1017.3500061035157 12.650000095367433 320.49476623535162 1007.3500061035157 9.9499998092651385 0.91679486632347118 0.1182699352502823 5.4349999427795419 0.73732540011405956 -0.37778459489345545 13.09500026702881 0.67235493659973156 -0.77562236785888661 4.6499998569488534 13.84999990463257 314.96812438964849 7.8949999809265146 -0.96318167448043812 292.70166015625006 -0.79991152882575978 13.449999809265138 236.24440002441409 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 -4 10 -8 9 -9 11 12 15 29 -15 16 -2 18 -17 20 -10 -22 24 -24 26 -26 -23 -28 -27 -14 right_child=6 2 4 -5 -6 -7 7 8 19 -11 -12 -13 13 14 -16 17 -18 -19 -20 -21 21 22 23 -25 25 28 27 -29 -30 -31 leaf_value=2.1673813964778467e-05 0.0011148462005030702 -0.001651072129561413 0.00072688680434991094 -0.023314346958483972 0.0038547402658286956 0.026412485160961237 -0.00062256594992069294 0.036421953257475347 -0.0234905687837993 0.0061270795322432214 -0.0055934980900501849 0.0004368237747928194 -0.0078817504943539726 0.03817953418388411 0.0073064684276781091 -0.0027792311239044623 0.033314549447968599 0.026287235859781505 0.017105242689239217 -0.007089778707514322 -0.00087945013722984461 -0.0036350259651193647 0.011703985825639279 0.044710436833944794 0.020299518329209523 -0.0062721381780414844 0.023954652939062879 -0.0033449420421991661 0.004434201531542236 0.0014433984812342114 leaf_weight=1184443 1028 1017 9146 56 2560 29 70145 37 27 82 562 50414 224 27 194 6262 30 25 47 215 838 67 189 24 67 367 131 46 335 1921 leaf_count=1184443 1028 1017 9146 56 2560 29 70145 37 27 82 562 50414 224 27 194 6262 30 25 47 215 838 67 189 24 67 367 131 46 335 1921 internal_value=7.78623e-06 3.33839e-05 0.00111629 -0.00278168 0.00147271 0.000808073 -0.000222115 -0.000525572 0.0022779 0.0155465 0.000140543 0.000194121 -0.00105978 0.00146051 0.0110783 -0.00186647 0.00202788 -0.00251696 -0.0026311 0.00159318 0.00248598 0.00282579 0.0053584 0.015423 0.00324215 0.000706958 0.0112322 0.0168598 -0.00116299 0.000469583 internal_weight=1.33056e+06 1.19725e+06 12808 1073 11735 9175 133304 72570 2425 119 60734 60172 9758 2366 221 7392 1058 6334 6309 2306 2091 2064 1226 213 1013 769 244 177 702 2145 internal_count=1330555 1197251 12808 1073 11735 9175 133304 72570 2425 119 60734 60172 9758 2366 221 7392 1058 6334 6309 2306 2091 2064 1226 213 1013 769 244 177 702 2145 cat_boundaries=0 1 cat_threshold=674 is_linear=0 shrinkage=0.05 Tree=1132 num_leaves=31 num_cat=0 split_feature=38 14 35 26 108 43 12 124 15 126 54 36 132 111 133 134 132 105 107 69 129 134 52 26 11 7 15 103 43 28 split_gain=2.99807 7.16188 11.5609 10.4951 8.38138 18.7849 7.03147 8.19672 7.62497 7.63892 6.62852 6.62803 10.3209 18.3411 8.37012 8.16346 13.2739 12.1465 9.35276 9.37537 7.92514 7.91229 7.06564 7.06037 7.77581 6.37961 6.16479 6.15992 11.8162 19.6344 threshold=11.150000095367433 0.9650000035762788 8.4499998092651385 308.50000000000006 -0.37628263235092158 7.0499999523162851 0.89499998092651378 0.30069434642791754 0.66500002145767223 -0.44618082046508784 0.25499999523162847 10.84999990463257 1022.9500122070314 -0.017508870922029015 1021.9500122070314 1003.4499816894532 1016.8500061035157 -0.74874079227447499 -0.59790942072868336 290.36482238769537 335.50000000000006 1012.7500000000001 8.3750000000000018 197.50000000000003 0.55000001192092907 16.250000000000004 0.9350000023841859 0.36402948200702673 10.949999809265138 1014.4500122070314 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -4 -6 -8 -9 -10 26 12 15 -14 23 27 18 22 19 -17 -19 -20 -18 24 -13 -26 -5 28 -3 -30 right_child=-2 11 4 10 6 -7 7 8 9 -11 -12 14 13 -15 -16 16 17 20 21 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.0044082612908297788 -2.2869378465658956e-05 0.00058402403822957678 -0.0095642413852742112 0.010479028560664683 -0.00017526719147760648 0.040366311222314835 0.00042876836868801995 0.031846926033857373 0.020553904889825864 0.0048553495451412508 0.0057011988266770335 0.021977269162814464 0.054207463385093781 0.0058063068753553028 -0.0091875713883255074 -0.0097904627416025083 -0.00081441407834756245 0.0015011471050137386 -0.018537901577265588 0.0018766557588187341 0.01491381485719773 -0.0058667564584814532 -0.017559046299688311 0.00084156976093761003 -0.0037785512291509827 0.023995808229006974 0.034983438848884718 -0.00018163577587566569 0.043852257210805656 -0.00072146154644239389 leaf_weight=908 1144447 28536 324 42 2565 20 804 31 87 709 70 31 21 288 214 289 210 262 231 426 190 264 90 41887 1336 21 66 106084 42 60 leaf_count=908 1144447 28536 324 42 2565 20 804 31 87 709 70 31 21 288 214 289 210 262 231 426 190 264 90 41887 1336 21 66 106084 42 60 internal_value=7.39691e-06 0.000193516 0.0019503 0.00658454 0.000841755 -0.0066613 0.00145688 0.00402368 0.00751861 0.00657115 0.017686 0.000138753 -3.19676e-05 0.00909571 0.000676533 -5.26025e-05 -0.00325458 0.00196221 -0.00649675 -0.00283914 0.00713922 -0.01178 -0.0058378 0.000725312 -0.0027831 -0.00334873 0.0254539 -5.97106e-06 0.000644745 0.0176324 internal_weight=1.33056e+06 186108 5626 1086 4540 344 4196 1631 827 796 178 180482 136993 309 43489 136684 1962 752 1210 715 452 495 300 43275 1388 1357 108 134722 28638 102 internal_count=1330555 186108 5626 1086 4540 344 4196 1631 827 796 178 180482 136993 309 43489 136684 1962 752 1210 715 452 495 300 43275 1388 1357 108 134722 28638 102 is_linear=0 shrinkage=0.05 Tree=1133 num_leaves=31 num_cat=2 split_feature=52 12 76 136 18 61 62 12 75 76 76 84 110 11 39 56 29 136 36 120 99 106 77 9 29 61 41 14 135 31 split_gain=2.9437 6.40722 7.04855 6.3434 5.2528 4.72616 5.83369 7.72244 8.02175 6.05472 5.91084 6.07118 10.6385 10.1772 9.75414 9.8594 11.1164 8.97553 8.49559 10.4755 9.89353 8.41728 7.91778 13.1529 13.8161 15.6556 8.74822 7.3141 9.08616 6.91669 threshold=105.5749969482422 3.7050000429153447 8.1449999809265154 0 8.7100000381469744 0.69706538319587719 0.54852196574211132 2.1650000810623173 0.85282075405120861 7.1949999332427987 1.0850000381469729 0.72866910696029674 0.053090514615178115 6.7500000000000009 13.750000000000002 291.07389831542974 1007.0499877929689 1 15.550000190734865 -0.71322327852249134 -0.9598783254623412 -0.86225357651710499 29.994999885559086 10.34999990463257 1004.7500000000001 0.80880212783813488 5.9500000476837167 3.7649999856948857 1014.2500000000001 1008.2500000000001 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 3 -3 -4 -1 7 -7 -9 -10 -8 12 13 -12 15 22 -17 29 19 20 -19 -21 23 26 25 -25 -15 -14 -29 -16 right_child=1 2 4 -5 -6 6 10 8 9 -11 11 -13 27 14 17 16 -18 18 -20 21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=3.3899674764494485e-05 0.0029254120006218598 8.4852252982755885e-05 0.019158892120283686 -0.0071517704994607497 0.00053995648308293863 0.00014496376920578543 0.0014668686521587832 -0.0046084892244273 -0.0083028012030607386 0.0020431707606390816 -0.0034713079363841663 -0.00011452756630506996 -0.00030300868476262508 -0.00024998988214104022 -0.020572823021865014 -0.015147505025131666 -0.0027122734752450146 0.011737561079344767 -0.0035666402633069087 -0.0054276949307178243 0.041385851894422863 0.011576807376420801 -0.0062791583410412594 0.06314302989496634 0.0063019470038438987 0.0071418508033578593 0.033013400714844467 0.003150809282486493 0.022900159640994389 0.00054254591964455633 leaf_weight=1156285 2653 638 38 574 12091 3221 5187 2758 167 923 6180 123912 11073 1692 49 235 764 68 128 102 48 254 381 26 167 24 20 647 64 186 leaf_count=1156285 2653 638 38 574 12091 3221 5187 2758 167 923 6180 123912 11073 1692 49 235 764 68 128 102 48 254 381 26 167 24 20 647 64 186 internal_value=7.02707e-06 0.000681263 0.00023499 -0.0034007 0.000598289 -1.17622e-06 -0.000257423 -0.00166134 -0.00317332 0.000458054 -0.000191789 -0.000250709 -0.00101399 -0.0021858 -0.0002687 -0.00148727 -0.00563748 0.00456033 0.00772956 0.0109567 0.0240058 0.00670473 0.000307565 0.00160852 0.0132053 0.0362625 0.000138601 1.26416e-05 0.00492853 -0.00370267 internal_weight=1.33056e+06 15994 13341 1212 12129 1.31456e+06 158276 7069 3848 1090 151207 146020 22108 10324 4144 3309 999 835 600 472 116 356 2310 1929 217 50 1712 11784 711 235 internal_count=1330555 15994 13341 1212 12129 1314561 158276 7069 3848 1090 151207 146020 22108 10324 4144 3309 999 835 600 472 116 356 2310 1929 217 50 1712 11784 711 235 cat_boundaries=0 1 2 cat_threshold=1554 225 is_linear=0 shrinkage=0.05 Tree=1134 num_leaves=31 num_cat=0 split_feature=38 33 43 112 87 5 105 29 32 78 25 126 41 14 9 22 110 23 28 123 14 12 96 39 107 125 23 25 126 100 split_gain=2.73072 7.00275 7.00536 12.3466 18.671 7.72788 7.7112 9.34943 9.49012 8.64533 9.19854 7.65035 17.3292 11.6762 11.1204 7.30452 8.54891 8.04358 8.93366 10.5096 6.85319 8.9031 9.43416 7.0996 6.59448 9.45817 8.16465 7.95033 9.19658 10.3918 threshold=11.150000095367433 12.250000000000002 10.150000095367433 -0.94828754663467396 0.8386676311492921 3.4500000476837163 -0.98867344856262196 1017.7500000000001 9.7500000000000018 19.085000038146976 301.50000000000006 -0.97233289480209339 10.84999990463257 2.4250000715255742 12.150000095367433 4.6949999332427987 -0.37472486495971674 6.2049999237060556 1017.0499877929689 0.47714059054851538 2.9050000905990605 3.4650000333786015 -0.99145415425300587 10.949999809265138 0.17335576564073565 -0.095842104405164705 6.8450000286102304 188.50000000000003 -0.8703225553035735 -0.97157618403434742 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 5 -4 7 -1 -9 -10 -11 12 13 -7 -15 16 -8 18 19 -18 -3 22 -22 -23 27 26 -26 28 29 -17 right_child=-2 20 3 -5 -6 11 15 8 9 10 -12 -13 -14 14 -16 24 17 -19 -20 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00039401550610443695 -2.2212213566881692e-05 -0.0016959068827400805 -0.00036193889918046345 0.00086567054046381067 0.04644489604979754 0.065782503961097624 -0.0078329805094209982 0.0011157675886020811 0.0052581330755492673 0.012397896316298078 0.046481445934720499 0.0059169421037137725 -0.0037967729186639191 0.0046596601166363277 0.050024829174137933 0.020066727036373778 0.0050768988946513736 0.015661158868738825 -4.4900860980793842e-05 0.025113046966807946 0.030955678927164304 -0.0065824838899488647 0.0041148685239096846 0.0036037834686520574 0.019475138678150934 -0.0022915528628537542 -0.0027622992688390827 9.5724123420433291e-05 -0.00081244883988605904 -0.0091214426862352635 leaf_weight=2506 1144447 8248 422 9657 28 21 172 1823 1530 113 24 721 50 35 22 32 837 133 1109 71 34 413 882 292 157 166 56 154297 1609 648 leaf_count=2506 1144447 8248 422 9657 28 21 172 1823 1530 113 24 721 50 35 22 32 837 133 1109 71 34 413 882 292 157 166 56 154297 1609 648 internal_value=6.67306e-06 0.000184299 0.000256878 0.00148127 0.00605778 0.00516806 0.000175717 0.00193597 0.00360903 0.00633561 0.0183687 0.00791678 0.0191815 0.0339111 0.022169 0.000109456 0.00289331 0.00375141 0.00296609 0.0066436 -0.00111179 0.0018603 0.00511114 -0.00236349 6.82742e-05 0.0066557 0.0136287 5.23301e-05 -0.00287278 -0.00774788 internal_weight=1.33056e+06 186108 176239 10956 1299 1271 165283 5996 3490 1667 137 849 128 78 57 159287 2322 2150 2017 908 9869 1621 916 705 156965 379 213 156586 2289 680 internal_count=1330555 186108 176239 10956 1299 1271 165283 5996 3490 1667 137 849 128 78 57 159287 2322 2150 2017 908 9869 1621 916 705 156965 379 213 156586 2289 680 is_linear=0 shrinkage=0.05 Tree=1135 num_leaves=31 num_cat=4 split_feature=43 29 35 40 28 136 8 40 14 40 32 136 20 136 13 31 29 30 35 136 28 18 36 64 54 14 41 28 124 23 split_gain=3.04383 11.7473 12.782 10.3239 15.053 20.3758 24.6049 11.0399 8.74414 11.8187 9.57165 8.63515 8.45156 11.1865 12.2179 10.8768 7.95359 8.12447 20.2028 7.45448 14.4167 14.4479 8.87362 7.94352 10.1884 7.12687 6.53721 12.1961 16.5852 7.16619 threshold=12.949999809265138 1025.4500122070315 14.949999809265138 13.050000190734865 1012.2500000000001 0 11.449999809265138 7.4500000476837167 4.8450000286102304 11.150000095367433 16.050000190734867 1 8.4149999618530291 2 2.495000004768372 1009.2500000000001 1015.5499877929689 1000.4500122070314 14.250000000000002 3 1009.3500061035157 10.405000209808351 14.250000000000002 2.0749999284744267 7.7750000953674325 3.3449999094009404 15.650000095367433 1018.6499938964845 -0.11319890245795249 5.2049999237060556 decision_type=2 2 2 2 2 1 2 2 2 2 2 1 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 25 4 5 6 -2 -7 9 10 19 26 13 14 -11 -16 17 18 -13 20 -9 -22 -23 -21 -25 -3 -5 29 -29 -28 right_child=1 2 -4 11 -6 7 -8 8 -10 12 -12 16 -14 -15 15 -17 -18 -19 -20 23 21 22 -24 24 -26 -27 27 28 -30 -31 leaf_value=-2.8926614300642849e-05 0.012816116248235632 0.013613776822033264 -0.0043488894089272149 -0.0016430589972617864 0.0004796690573191716 -0.00086705832060639905 0.06466508400454013 0.0084420335494199555 -0.01703036486481627 0.0052846154917362866 -0.0049110030352666574 0.059287395807914436 -0.0059477532194902611 0.0031987820053719883 0.059692764299159699 0.019586805917469353 0.00072132247737230351 -0.00014448345999821358 0.0016068071037316546 0.0024977953033654063 0.01705553662031889 0.077690318450331697 0.033007376162277072 0.034593085414515092 -0.0028168259554409558 0.039310099906993634 0.025441341041105577 0.062017247676849366 0.007294693841961109 -8.8453204717851153e-05 leaf_weight=1157889 150 148 95 10328 23047 1491 27 77 48 130 74 20 226 2968 22 73 38695 93723 63 176 42 25 20 52 28 33 29 20 45 527 leaf_count=1157889 150 148 95 10328 23047 1491 27 77 48 130 74 20 226 2968 22 73 38695 93723 63 176 42 25 20 52 28 33 29 20 45 527 internal_value=2.57379e-07 0.000196263 0.0105034 0.000179736 0.00104582 0.00336382 0.019617 0.00279505 0.0041806 0.00444079 0.0116699 6.60442e-06 0.00339627 0.00405764 0.0145961 0.0288745 0.000118157 -0.000130636 0.0155057 0.0145913 0.022809 0.0381464 0.0578312 0.00811873 0.0214996 0.0182987 -0.00134225 0.00363895 0.0241324 0.00124314 internal_weight=1.33029e+06 172402 276 172126 28676 5629 177 5452 3961 3913 494 143450 3419 3193 225 95 132501 93806 83 420 164 87 45 256 80 181 10949 621 65 556 internal_count=1330291 172402 276 172126 28676 5629 177 5452 3961 3913 494 143450 3419 3193 225 95 132501 93806 83 420 164 87 45 256 80 181 10949 621 65 556 cat_boundaries=0 1 2 3 4 cat_threshold=515 722 256 2060 is_linear=0 shrinkage=0.05 Tree=1136 num_leaves=31 num_cat=1 split_feature=52 136 127 35 37 106 28 31 32 60 83 37 39 11 107 26 105 57 88 21 135 110 99 70 69 87 105 15 68 122 split_gain=2.9205 6.34056 11.7628 6.0446 7.61368 9.78844 9.06101 11.4123 6.35248 5.98548 5.86513 5.83299 8.95599 7.3792 11.7823 8.13335 5.8388 6.29644 5.76796 5.70569 6.78565 17.5718 22.2204 28.973 8.72562 7.93924 7.27417 5.79147 7.07666 6.64248 threshold=52.460000991821296 0 -0.8338540494441985 17.44999980926514 16.250000000000004 -0.95767390727996815 1013.7500000000001 1014.7500000000001 14.34999990463257 0.88688069581985485 346.77638244628912 17.250000000000004 17.44999980926514 1.8499999642372134 -0.82409724593162526 291.50000000000006 -0.47993415594100947 249.56278991699222 -0.99421823024749745 9.0450000762939471 1016.5499877929689 -0.54993054270744313 -0.97281834483146656 274.79711914062506 295.08679199218756 0.77127996087074291 -0.93499824404716481 3.8649998903274541 338.08398437500006 0.68832838535308849 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 4 10 -6 7 8 -7 11 19 12 16 14 15 -13 17 -4 -18 20 27 22 23 -22 26 -26 -23 28 -2 -29 right_child=1 2 9 -5 5 6 -8 -9 -10 -11 -12 13 -14 -15 -16 -17 18 -19 -20 -21 21 24 -24 -25 25 -27 -28 29 -30 -31 leaf_value=-1.4682939957671689e-05 0.0024070326936132778 -0.0040752279240123535 0.027241250059821389 -0.0080887753679912463 -0.0019242682921645797 -0.011664080265909434 0.005523534721436886 0.052469975310985163 0.018991414584868818 -0.0022551878669043179 -0.0083282941684232857 0.05265455790188002 -0.024400508554803357 0.0017941518569554024 0.0036500232175793118 0.017339474536545045 -0.01159061776975057 0.0004733674181339671 -0.0016708990473867078 0.0003111217388179945 0.015028387481539413 0.014166208028068972 -0.0098968822353829936 0.09017426719808061 0.04042153667126383 0.0068471442890960148 -0.011615025090347779 -0.00035720099180829381 0.028064320815934074 0.012970310667636417 leaf_weight=1278381 5800 1860 22 188 274 20 370 23 109 2424 176 23 37 784 146 56 165 15506 1310 18560 29 36 24 23 21 109 114 3578 27 96 leaf_count=1278381 5800 1860 22 188 274 20 370 23 109 2424 176 23 37 784 146 56 165 15506 1310 18560 29 36 24 23 21 109 114 3578 27 96 internal_value=2.4571e-07 0.000367892 -0.00026808 0.000847905 0.000905361 0.00572871 0.00974579 0.0200236 0.0142386 7.76732e-05 0.000771084 0.000390979 0.000172253 0.00408482 0.0120665 0.0276211 0.000225726 0.000511292 -0.00278056 0.000827441 0.00179963 0.00857688 0.0298988 0.048266 0.00278951 0.0122707 -0.00542753 0.00154569 0.00252592 -8.95899e-06 internal_weight=1.33029e+06 51910 22333 29577 29389 796 522 152 129 20473 28593 18049 17040 1009 225 79 17003 15528 1475 28417 9857 356 76 52 280 130 150 9501 5827 3674 internal_count=1330291 51910 22333 29577 29389 796 522 152 129 20473 28593 18049 17040 1009 225 79 17003 15528 1475 28417 9857 356 76 52 280 130 150 9501 5827 3674 cat_boundaries=0 1 cat_threshold=4758 is_linear=0 shrinkage=0.05 Tree=1137 num_leaves=31 num_cat=3 split_feature=43 40 6 40 28 3 18 20 136 28 9 39 23 85 31 17 0 136 32 30 39 21 28 120 136 14 39 13 4 7 split_gain=2.7688 10.2264 15.5233 15.0469 12.1886 15.8078 15.3297 10.043 8.84325 9.317 10.1966 8.70802 9.34549 8.60097 8.13244 10.3203 8.09473 7.97022 7.60723 7.56515 24.2366 7.27907 8.24183 7.43531 7.00425 9.05109 9.00329 7.9298 6.76489 6.24014 threshold=12.949999809265138 12.949999809265138 7.6499998569488534 6.2500000000000009 1011.5499877929689 312.50000000000006 10.405000209808351 6.0150001049041757 0 1020.2500000000001 3.1499999761581425 17.550000190734867 11.534999847412111 0.87262654304504406 1012.9500122070314 11.269999980926515 315.50000000000006 1 11.84999990463257 1000.4500122070314 13.34999990463257 10.244999885559084 1019.6499938964845 -0.35019405186176294 2 2.3649998903274541 15.150000095367433 1.4049999713897707 10.84999990463257 9.3499999046325701 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 left_child=-1 2 -2 -4 5 14 7 -7 21 19 -11 13 -13 24 18 -16 -8 28 -5 20 -10 -3 -23 -24 25 26 -12 -26 -6 -9 right_child=1 8 3 4 17 6 16 29 9 10 11 12 -14 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 27 -27 -28 -29 -30 -31 leaf_value=-2.760084279645437e-05 0.00049528836429568637 -0.0015003661013932579 -0.0027060907949922005 -0.026150338565930728 0.0074722661113741486 -0.0050994276551104955 0.060307323294026521 0.0091817231538395098 0.062745556684676559 -0.0011835916742463923 0.007465703952835784 0.0086077363518081967 0.035544595528497466 0.034883364970751465 0.0084860286118011146 0.043460272279598061 0.026729351156391204 0.00074938984011241967 0.0051111472328484123 4.6965845088267935e-05 0.002909030908485875 0.0012474490375345513 -0.0035908625183981805 0.03175926819516748 0.0062050910134116358 0.0015254953611557459 0.039484759172647384 0.00030196327499493251 -0.00044214328089593985 0.032900618165041563 leaf_weight=1157889 20966 11141 807 20 1242 57 28 57 20 1425 42 305 36 21 66 31 50 1659 721 130142 110 169 21 51 819 88 46 1863 345 54 leaf_count=1157889 20966 11141 807 20 1242 57 28 57 20 1425 42 305 36 21 66 31 50 1659 721 130142 110 169 21 51 819 88 46 1863 345 54 internal_value=2.33425e-07 0.000187174 0.00109884 0.00356216 0.0047304 0.00932092 0.020465 0.0119603 2.45129e-05 0.000137457 0.0023379 0.00389632 0.0114515 0.00300145 0.00604949 0.0196634 0.038783 0.0031974 0.00426738 5.90083e-05 0.0121147 -0.00131324 0.00728271 0.0214488 0.00276719 0.0121726 0.0242029 0.00209678 0.00571573 0.0207206 internal_weight=1.33029e+06 172402 26103 5137 4330 1084 246 168 146299 134917 4645 3220 341 2879 838 97 78 3246 741 130272 130 11382 241 72 2858 176 88 2682 1587 111 internal_count=1330291 172402 26103 5137 4330 1084 246 168 146299 134917 4645 3220 341 2879 838 97 78 3246 741 130272 130 11382 241 72 2858 176 88 2682 1587 111 cat_boundaries=0 1 2 3 cat_threshold=720 2328 4103 is_linear=0 shrinkage=0.05 Tree=1138 num_leaves=31 num_cat=0 split_feature=67 79 28 61 3 126 38 4 41 76 103 15 62 13 31 77 64 19 21 120 32 125 8 31 25 3 68 31 86 21 split_gain=2.7681 15.7419 12.8081 32.4852 14.3665 10.1699 9.35672 9.18831 16.5722 14.184 12.6536 9.82977 8.75407 8.52759 8.48117 8.40761 6.92556 8.29237 7.53386 7.47197 16.1944 7.35715 7.30401 7.1829 9.11867 10.0855 6.77632 8.16089 8.12304 6.66172 threshold=33.395000457763679 11.72499990463257 1025.7500000000002 0.49450537562370306 96.500000000000014 0.55191597342491161 12.650000095367433 9.3499999046325701 9.8499999046325701 23.175000190734867 0.48676830530166632 3.2649999856948857 0.71838885545730602 2.0449999570846562 1034.4500122070315 18.884999275207523 22.134999275207523 13.344999790191652 8.3550000190734881 -0.82409480214118946 5.7500000000000009 -0.095842104405164705 2.6499999761581425 1019.0499877929689 310.50000000000006 59.500000000000007 300.10037231445318 1018.4500122070314 0.77503123879432689 5.4949998855590829 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 4 -4 7 -6 9 13 16 11 -11 -7 -9 29 -15 17 -2 -19 20 -18 22 -22 -21 25 -25 27 28 -24 -3 right_child=1 14 3 -5 6 12 -8 8 -10 10 -12 -13 -14 15 -16 -17 19 18 -20 23 21 -23 26 24 -26 -27 -28 -29 -30 -31 leaf_value=-1.7744760800038733e-05 0.003285756568097944 0.016747547507308762 0.012097296602060569 0.004795591791543475 0.036833860710263254 -0.0031784919848085944 0.082716985419392597 0.012282318341856203 0.030442254114392643 -0.0047958666754383894 0.036620830201768671 0.02740298171380633 0.001302973625406945 -0.0093106329938018456 0.018308473174600669 0.0019384398690688858 0.049310932376167994 0.020106535072226178 0.0070249288690909829 -0.00063280232421756969 -0.010245241300247971 0.00018236592468574408 0.054145006649196151 -0.0041647151828479567 0.018195700633240122 0.0056219284091439045 -0.00038228772925018957 0.010599619719723705 0.018587134199010005 -6.1193142046148737e-05 leaf_weight=1252565 1488 59 29 740 25 1727 20 75 37 63 58 38 2953 480 63 254 22 147 438 2455 31 286 29 374 103 889 48 80 36 64679 leaf_count=1252565 1488 59 29 740 25 1727 20 75 37 63 58 38 2953 480 63 254 22 147 438 2455 31 286 29 374 103 889 48 80 36 64679 internal_value=2.22036e-07 0.000289759 0.00188303 0.00795423 0.0395406 0.00147498 0.0572264 0.00262482 -0.00228038 0.00325501 0.0180074 0.00731855 -0.000350764 -0.00377697 -2.803e-05 -0.0054179 0.00288999 0.00526859 0.0103121 0.00175724 0.00730894 0.00549709 0.0122829 0.000984276 0.00389052 0.0027239 0.0159014 0.0212918 0.0344514 -4.58742e-05 internal_weight=1.33029e+06 77726 12925 814 74 12111 45 7431 846 6585 159 101 4680 809 64801 734 6426 2073 585 4353 532 510 224 3821 1366 1263 193 145 65 64738 internal_count=1330291 77726 12925 814 74 12111 45 7431 846 6585 159 101 4680 809 64801 734 6426 2073 585 4353 532 510 224 3821 1366 1263 193 145 65 64738 is_linear=0 shrinkage=0.05 Tree=1139 num_leaves=31 num_cat=1 split_feature=35 28 32 36 136 67 43 15 30 35 1 28 28 65 53 22 28 63 31 120 31 39 63 78 32 0 40 9 61 64 split_gain=2.63206 9.92755 15.4526 12.9963 16.7058 25.9175 12.6902 15.0003 12.6638 15.2191 13.4979 12.874 11.9924 16.8419 20.1365 22.9646 13.7506 13.101 12.7114 11.9972 12.1898 11.9548 19.1361 12.4459 11.5189 11.1164 10.9641 14.5821 10.0264 11.6757 threshold=12.650000095367433 1015.0499877929689 7.2500000000000009 12.84999990463257 0 15.135000228881838 7.8500001430511483 0.94499999284744274 1016.3500061035157 9.7500000000000018 303.50000000000006 1018.2500000000001 1026.350036621094 37.854999542236335 48.954999923706062 8.7249999046325701 1017.1499938964845 0.80141109228134166 1024.549987792969 0.0087262028828263907 1018.9500122070314 13.449999809265138 0.66325497627258312 11.494999885559084 13.34999990463257 155.50000000000003 8.5500001907348651 13.050000190734865 0.64719918370246898 20.035000801086429 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 8 5 -5 7 -6 -4 10 11 -10 16 18 15 -15 19 -18 -14 -9 -21 23 24 25 28 -7 -13 -28 29 -23 right_child=-2 2 3 4 6 21 -8 12 9 -11 -12 26 13 14 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00017850941162916189 6.4954982341096151e-05 0.00045346184622175744 -0.0010310142914851702 -0.00021127976494145109 0.0015828320032286434 0.021030270699905047 0.00011285683520465587 -0.0013492654641415228 0.002621550163735204 0.00016483923571999852 -0.0018579848976058473 -0.00089161275792586548 -0.010260306147967087 0.012443233163167651 -0.0033331484166121794 0.06439353771404259 -0.0031984677361932344 -0.00011246725037831092 0.0028570850161499847 0.0018566256147369985 0.01600419411514695 0.016600317857228219 0.0062241599620432211 -0.0010304056134368747 -0.00030152790079062634 0.0039121628000729665 0.0038658708676467973 0.047057365179061894 0.020457455922419637 0.06208423973848979 leaf_weight=235154 720072 66815 39734 10325 3106 151 11363 8822 3738 160905 19692 16815 223 52 63 36 24306 4006 1075 1389 171 21 368 607 33 255 853 20 78 43 leaf_count=235154 720072 66815 39734 10325 3106 151 11363 8822 3738 160905 19692 16815 223 52 63 36 24306 4006 1075 1389 171 21 368 607 33 255 853 20 78 43 internal_value=2.10935e-07 -7.61885e-05 -0.000235876 -0.000385294 -0.00100435 0.000694702 -0.00137386 -0.00176479 -0.000215029 -5.45401e-05 -0.000913026 -4.4543e-05 -0.00202381 0.00244206 0.0182465 0.0336956 -0.00219104 -0.00276181 0.000603481 -0.000634526 0.00340742 0.0067109 0.012697 0.00350219 0.0263083 0.0102787 -0.000607968 0.00485537 0.0324923 0.0471598 internal_weight=1.33029e+06 610219 375065 308250 66493 11881 54612 43249 241757 202023 41118 21426 40143 1449 151 88 38694 28312 1298 10382 1560 1556 543 1013 175 406 17688 873 142 64 internal_count=1330291 610219 375065 308250 66493 11881 54612 43249 241757 202023 41118 21426 40143 1449 151 88 38694 28312 1298 10382 1560 1556 543 1013 175 406 17688 873 142 64 cat_boundaries=0 1 cat_threshold=152 is_linear=0 shrinkage=0.05 Tree=1140 num_leaves=31 num_cat=1 split_feature=28 29 29 29 12 111 0 24 10 36 12 7 7 118 55 84 122 17 136 39 110 4 123 31 29 36 23 121 7 31 split_gain=3.35151 8.4444 7.17291 7.38172 6.18495 10.3463 9.72717 5.75392 6.14436 7.7034 7.60245 7.38273 7.31541 15.3096 7.15174 6.60958 5.9964 5.01566 4.98531 11.8072 9.89511 10.3425 9.2421 11.341 9.4987 8.91108 18.462 12.8676 12.151 18.0504 threshold=1009.5499877929689 1009.6499938964845 1009.3500061035157 1015.4500122070314 1.8750000000000002 -0.49154707789421076 293.50000000000006 172.50000000000003 19.849999427795414 13.150000095367433 1.6749999523162844 10.750000000000002 12.550000190734865 -0.44618082046508784 6.4949998855590829 0.91001650691032421 0.6755644977092744 17.029999732971195 0 10.84999990463257 -0.54993054270744313 13.84999990463257 0.061046212911605842 1011.9500122070314 1007.5499877929689 12.550000190734865 6.9449999332427987 0.6755644977092744 13.949999809265138 1003.0499877929689 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 7 -4 5 6 -2 8 9 10 -1 -10 15 14 -14 -12 -13 -6 19 20 -9 -22 -21 25 -25 -24 28 -28 -27 -30 right_child=1 -3 3 -5 17 -7 -8 18 11 -11 12 16 13 -15 -16 -17 -18 -19 -20 22 21 -23 23 24 -26 26 27 -29 29 -31 leaf_value=0.0040546899932486866 0.0079859598577230028 -1.2324245917062043e-05 0.0017467004658262193 -0.0044492067220585699 -0.0029097071803295283 -0.00052172293458149148 0.046152277467772368 0.0082937409651041138 0.027781431804246765 -0.00062451050553768896 -0.011184934520196376 -0.0038046643599435426 -0.010316617598483733 0.042476372681558135 0.0169007295562375 0.017990968301892282 0.019411925382509427 0.0057937638831055283 4.1921772547421936e-05 0.00078499847342082562 -0.008079310372197555 0.0083868763867940288 0.00011167357074059915 -0.02114426465390401 0.0016692137384802857 0.013830723368353243 0.0067456422022654288 -0.0093009401536227089 0.0082071311328382728 0.072323113112993873 leaf_weight=153 101 1169743 10405 504 5177 4497 20 136 34 1653 660 112 109 20 31 20 37 171 114757 19503 815 108 505 74 119 347 681 153 21 23 leaf_count=153 101 1169743 10405 504 5177 4497 20 136 34 1653 660 112 109 20 31 20 37 171 114757 19503 815 108 505 74 119 347 681 153 21 23 internal_value=3.7155e-06 -2.46718e-05 0.000225525 0.00146045 -0.00147395 -0.000133512 0.0142944 0.000129347 -0.00210271 -0.00271551 -0.00619631 0.00675786 -0.00806345 0.00155587 -0.00428992 -0.0103268 0.00196053 -0.00263142 0.000175357 0.00085597 -0.00429736 -0.00615261 0.00111108 0.00441817 -0.00707792 0.00570068 0.00800472 0.00380184 0.0169694 0.0417223 internal_weight=1.33069e+06 1.17971e+06 150980 10909 9966 4618 121 140071 2829 2646 993 183 840 160 140 680 149 5348 137242 22485 1059 923 21426 1923 193 1730 1225 834 391 44 internal_count=1330689 1179709 150980 10909 9966 4618 121 140071 2829 2646 993 183 840 160 140 680 149 5348 137242 22485 1059 923 21426 1923 193 1730 1225 834 391 44 cat_boundaries=0 1 cat_threshold=1284 is_linear=0 shrinkage=0.05 Tree=1141 num_leaves=31 num_cat=2 split_feature=52 73 64 78 32 82 90 29 36 19 31 2 79 54 102 37 29 89 31 136 23 8 136 31 23 127 11 55 25 77 split_gain=2.80976 4.77796 4.34336 13.5065 10.2144 12.2962 12.4399 8.51156 12.9767 12.6716 9.52681 11.656 14.2641 14.738 10.5558 9.56165 15.971 13.413 12.8756 10.6341 13.0719 11.2274 10.2197 18.4023 10.764 9.35202 9.76034 9.10682 8.58154 8.49404 threshold=122.03499984741212 0.92567709088325512 34.924999237060554 23.064999580383304 9.9499998092651385 304.29907226562506 -0.82791769504547108 1004.7500000000001 12.650000095367433 8.7100000381469744 1016.5499877929689 20.500000000000004 5.9049999713897714 17.625000000000004 0.45822909474372869 14.050000190734865 1015.7500000000001 -0.96994191408157338 1025.7500000000002 0 9.9549999237060565 8.5500001907348651 1 1029.350036621094 7.6050000190734872 -0.93038213253021229 6.1499998569488534 7.2249999046325692 281.50000000000006 10.675000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 left_child=2 -2 -1 4 -4 6 7 8 9 -6 29 12 13 -12 15 22 -17 19 -19 20 21 -18 23 25 -24 26 -13 -16 -26 -9 right_child=1 -3 3 -5 5 -7 -8 10 -10 -11 11 14 -14 -15 27 16 17 18 -20 -21 -22 -23 24 -25 28 -27 -28 -29 -30 -31 leaf_value=1.7064629729352368e-05 0.0010135981119661515 -0.0035462517447680504 0.00073865561448912273 0.00037771426725787785 0.028772132138588598 0.00040949692080492653 -0.0043970684685428743 -0.0070174474853260359 0.0052477043460137287 -0.0057051533707204935 0.046169395015939425 -0.0011211975896523135 -0.0084949272536250647 0.001371514309801489 0.014756809459430373 0.020449371873525839 0.024606782865018426 -0.0041292584217583984 0.030307648530496018 -0.0002479047862782089 -0.0061104599571799078 0.003772560447221622 -0.011865518410479755 0.042170385013406093 0.00069580153990357553 -0.0014409243031043833 0.016512644980921323 0.0022985645152759577 -0.005540411968679766 -0.0023967498302002216 leaf_weight=1255774 11048 606 6248 29352 28 6463 4555 1255 1064 553 23 154 800 91 167 112 183 887 28 353 76 100 394 26 954 1928 160 1206 1308 4793 leaf_count=1255774 11048 606 6248 29352 28 6463 4555 1255 1064 553 23 154 800 91 167 112 183 887 28 353 76 100 394 26 954 1928 160 1206 1308 4793 internal_value=3.52974e-06 0.000776489 -3.29955e-06 -0.000407542 -0.00108727 -0.0014997 -0.0020818 -0.00144813 0.0019661 -0.0040436 -0.00182261 -0.0007867 -0.00613702 0.0104097 -0.000178165 -0.00100078 0.00218643 0.000929241 -0.00307545 0.00607572 0.0119672 0.0172449 -0.0021264 0.00034578 -0.00422284 -0.000137709 0.0078642 0.00381388 -0.00291028 -0.00335558 internal_weight=1.33069e+06 11654 1.31904e+06 63261 33909 27661 21198 16643 1645 581 14998 8950 914 114 8036 6663 1739 1627 915 712 359 283 4924 2268 2656 2242 314 1373 2262 6048 internal_count=1330689 11654 1319035 63261 33909 27661 21198 16643 1645 581 14998 8950 914 114 8036 6663 1739 1627 915 712 359 283 4924 2268 2656 2242 314 1373 2262 6048 cat_boundaries=0 1 2 cat_threshold=4481 582 is_linear=0 shrinkage=0.05 Tree=1142 num_leaves=31 num_cat=2 split_feature=28 29 30 29 115 0 112 12 111 0 10 36 12 60 33 29 136 82 113 136 38 17 96 75 79 83 55 66 65 103 split_gain=2.97623 7.62189 6.61035 7.95954 6.39583 6.89088 6.80032 5.59654 8.28594 9.14526 5.42481 8.02957 6.8146 8.15386 6.69816 6.30225 5.20105 5.06031 5.0623 4.64368 8.69363 11.8187 14.1398 10.9422 12.1824 8.63312 12.3654 8.04645 7.63004 10.0643 threshold=1009.5499877929689 1009.6499938964845 1018.2500000000001 1009.3500061035157 0.96811076998710643 208.50000000000003 0.13052122294902804 1.935000002384186 -0.49154707789421076 293.50000000000006 19.849999427795414 13.150000095367433 1.9149999618530276 0.57979139685630809 13.150000095367433 1001.9500122070314 0 193.7983322143555 0.35019405186176306 1 10.949999809265138 14.550000190734865 -0.91188326478004444 0.86041700839996349 12.675000190734865 217.29436492919925 10.684999942779543 113.40000152587892 71.630001068115249 0.67857658863067638 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=2 7 3 4 6 -6 19 8 9 -2 11 12 -8 17 15 -12 -5 18 -14 20 21 22 23 24 -1 26 -26 -23 -24 -30 right_child=1 -3 -4 16 5 -7 10 -9 -10 -11 14 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 27 28 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0053994489722840842 0.0062768198470244327 -1.1666848418551154e-05 -0.0080964404302230307 2.1953590300735553e-05 0.0050976046771906763 0.039128937022317026 0.0017462888224885715 -0.0025557928529070569 -0.00054751316143980403 0.041278431491545316 0.0040487067690784381 -0.00079853293226671371 -0.0070177814536593643 0.0083012601040536541 -0.0089754217251572978 0.027236895472936645 0.0023375866424213037 -0.024763185210135166 -0.01882414695640116 2.2386837568002542e-05 0.0010229445250256879 -0.016133257866593115 -0.0040653990445446214 -0.0097783066653852543 0.052040777782745219 0.0082478144909587832 0.01604584558401257 0.01287176732288639 0.019953344226500171 -0.013606750861436014 leaf_weight=84 123 1169743 239 3714 51 21 194 5108 4713 22 84 1610 520 64 53 45 7014 56 110 110166 24804 209 1478 77 34 140 80 27 74 32 leaf_count=84 123 1169743 239 3714 51 21 194 5108 4713 22 84 1610 520 64 53 45 7014 56 110 110166 24804 209 1478 77 34 140 80 27 74 32 internal_value=3.35316e-06 -2.33977e-05 0.000212376 0.000225549 0.000124978 0.0150234 0.000117313 -0.00140029 -0.000185314 0.0115874 -0.00235094 -0.00294527 -0.00660655 -0.00876715 0.00598931 0.0121376 0.00153812 -0.0103595 -0.00907921 0.000166532 0.000753541 -0.00223292 -0.000983624 0.00723196 0.0111071 0.0165659 0.0267812 -0.0128149 -0.00313607 0.00982199 internal_weight=1.33069e+06 1.17971e+06 150980 150741 140013 72 139941 9966 4858 145 2736 2554 944 750 182 129 10728 686 630 137205 27039 2235 1999 415 338 254 114 236 1584 106 internal_count=1330689 1179709 150980 150741 140013 72 139941 9966 4858 145 2736 2554 944 750 182 129 10728 686 630 137205 27039 2235 1999 415 338 254 114 236 1584 106 cat_boundaries=0 1 2 cat_threshold=6164 1300 is_linear=0 shrinkage=0.05 Tree=1143 num_leaves=31 num_cat=2 split_feature=104 136 84 36 38 22 111 23 7 32 34 79 21 28 55 79 0 67 30 28 31 12 2 136 123 5 40 95 28 110 split_gain=2.70236 4.21079 4.80068 4.57518 7.9361 7.77483 15.2294 3.89843 3.69734 3.69174 3.57925 4.03411 3.03082 3.47652 4.58438 3.25819 3.19742 6.64506 2.98511 2.76957 8.13218 11.1502 12.9017 12.5582 12.2303 12.8127 12.484 12.3934 13.3065 11.9594 threshold=0.67297983169555675 0 0.77875950932502758 10.650000095367433 12.449999809265138 4.9949998855590829 -0.05263037979602813 11.385000228881838 5.3500001430511483 11.550000190734865 11.550000190734865 1.8049999475479128 4.2049999237060556 1019.3500061035157 1.3849999904632571 3.245000004768372 6.5000000000000009 5.0050001144409189 1019.9500122070314 1008.8500061035157 1006.4500122070314 2.6550000905990605 236.50000000000003 1 -0.44618082046508784 13.050000190734865 6.8500001430511483 0.3799304217100144 1007.1499938964845 0.65357646346092235 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=19 2 10 -3 5 6 -5 -4 -7 -6 11 -2 13 14 -11 16 17 -14 -10 20 -1 22 23 -22 27 26 -26 -23 29 -29 right_child=1 3 7 4 9 8 -8 -9 18 12 -12 -13 15 -15 -16 -17 -18 -19 -20 -21 21 24 -24 -25 25 -27 -28 28 -30 -31 leaf_value=5.181491326660548e-06 0.025662724804576667 -0.014070208961593694 -0.0127663575197247 0.059200297640636571 -0.0078942020058391914 -0.0052231246451732282 0.0052966291887538604 0.0059008941847423562 0.0022675172110141902 -0.0039872323364501692 -0.0042831886833675347 0.0013506290904543067 -0.0020401837525423619 0.014433770918212623 0.018318263184407664 -0.0053178232697993835 -0.00041480456217306451 0.035167160741984844 0.015511647291714326 -1.8013520706080154e-05 0.0009186841587186384 -0.0021616863952820292 0.00045433418350316978 0.0046460934545966811 -0.0012684995176412059 0.0017274561941871729 -0.0065719576572871134 -0.003653978741472694 0.0013753669387273106 0.011514737867455022 leaf_weight=102830 21 58 222 20 192 81 38 32 104 112 373 91 30 67 29 362 503 20 72 1193652 4036 1170 10484 5176 4452 2419 1478 157 1654 754 leaf_count=102830 21 58 222 20 192 81 38 32 104 112 373 91 30 67 29 362 503 20 72 1193652 4036 1170 10484 5176 4452 2419 1478 157 1654 754 internal_value=3.18639e-06 -0.00166372 -0.00478119 -0.000268983 0.000220454 0.00734878 0.0238841 -0.0104146 0.00361707 -0.00148709 -0.00192949 0.00590915 -0.000391664 0.00505636 0.000600423 -0.00163012 0.00078389 0.0128428 0.00768557 6.23216e-06 0.00022123 0.000920296 0.00165388 0.00301907 -0.000275395 -0.00133932 -0.00259034 0.00210284 0.00404807 0.00890059 internal_weight=1.33069e+06 2427 739 1688 1630 315 58 254 257 1315 485 112 1123 208 141 915 553 50 176 1.32826e+06 134610 31780 19696 9212 12084 8349 5930 3735 2565 911 internal_count=1330689 2427 739 1688 1630 315 58 254 257 1315 485 112 1123 208 141 915 553 50 176 1328262 134610 31780 19696 9212 12084 8349 5930 3735 2565 911 cat_boundaries=0 1 2 cat_threshold=4612 6434 is_linear=0 shrinkage=0.05 Tree=1144 num_leaves=31 num_cat=0 split_feature=22 20 20 38 39 21 127 68 33 1 34 7 28 17 8 9 86 112 39 78 35 12 55 83 124 39 82 99 34 68 split_gain=2.59317 20.5093 16.121 9.72156 10.0428 9.10399 12.101 11.849 8.90204 8.86806 8.72955 9.68336 9.12053 13.3441 8.65959 10.2035 8.64492 8.9296 8.56107 12.5483 8.73312 8.52321 8.47882 13.5976 10.4422 15.9496 14.9939 13.668 9.46705 11.7699 threshold=7.3750000000000009 7.8750000000000009 6.7950000762939462 12.750000000000002 12.34999990463257 8.3350000381469744 1.0000000180025095e-35 281.04632568359381 13.550000190734865 290.50000000000006 10.050000190734865 0.45000000298023229 1021.9500122070314 20.524999618530277 9.1500000953674334 2.8500000238418584 0.85715812444686901 -0.84335932135581959 11.550000190734865 5.4749999046325692 7.2500000000000009 3.804999947547913 39.225000381469734 168.70896148681643 0.83385404944419872 9.6500000953674334 221.29334259033206 -0.93063330650329579 10.150000095367433 284.75862121582037 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 22 3 4 -2 -4 7 -7 -6 -8 11 -9 -12 -14 -11 -16 17 -3 19 20 -13 -21 -1 -24 25 26 -25 -27 29 -29 right_child=2 16 5 -5 8 6 9 10 -10 14 12 18 13 -15 15 -17 -18 -19 -20 21 -22 -23 23 24 -26 27 -28 28 -30 -31 leaf_value=-1.0214782100226069e-06 0.0016031772303638622 0.0025424364125388988 -0.00040289155459274684 0.00043624990541173191 0.0067932515926783918 2.3934655052172503e-05 0.00078097949993845566 -0.0095242300613715154 -0.006748017508230876 -0.00030282046311679999 -0.0010099147815809323 -0.0081605620627161323 -0.0036839458200539307 0.030346106580490695 0.031200137531517874 0.00098884524149029903 -0.00078141065118092652 0.00049957418467328038 0.0046789745081324526 -0.00027366557381529604 0.0084238634861187531 -0.0080808720463417631 -0.013801059339422989 0.05014485634035535 -0.0010463530870918538 -0.00044918603322213524 0.0018351435573000848 0.042606534896850852 0.004972319849307222 0.010931994872828895 leaf_weight=810785 7162 14434 209140 18792 1651 75626 65355 205 131 57306 29438 93 4340 29 28 15016 3828 8499 1458 1498 542 456 131 36 1428 1279 29 35 1758 181 leaf_count=810785 7162 14434 209140 18792 1651 75626 65355 205 131 57306 29438 93 4340 29 28 15016 3828 8499 1458 1498 542 456 131 36 1428 1279 29 35 1758 181 internal_value=3.02917e-06 5.61678e-05 -8.86528e-05 0.00108205 0.00243891 -0.00015916 4.36094e-05 -0.000338186 0.00579779 0.000358808 -0.00105774 0.00107748 -0.0013263 -0.00345807 -2.25477e-05 0.00104507 0.00141819 0.00178535 0.00161451 -0.00011125 0.00599496 -0.00209561 1.14813e-05 0.00209003 0.00252865 0.00406726 0.0285913 0.00357724 0.00618605 0.0160644 internal_weight=1.33069e+06 842423 488266 27736 8944 460530 251390 113685 1782 137705 38059 4252 33807 4369 72350 15044 26761 22933 4047 2589 635 1954 815662 4877 4746 3318 65 3253 1974 216 internal_count=1330689 842423 488266 27736 8944 460530 251390 113685 1782 137705 38059 4252 33807 4369 72350 15044 26761 22933 4047 2589 635 1954 815662 4877 4746 3318 65 3253 1974 216 is_linear=0 shrinkage=0.05 Tree=1145 num_leaves=31 num_cat=1 split_feature=68 136 28 39 108 86 102 9 32 36 52 78 34 27 6 39 64 37 38 108 65 36 15 120 9 87 36 111 30 5 split_gain=2.71261 6.50594 10.5005 6.32965 6.22133 5.74129 5.46763 5.02336 4.91918 7.29087 10.6064 8.96851 6.4356 7.15428 6.82858 8.41594 5.07865 5.0537 6.58058 5.68579 5.26207 16.0543 10.0131 7.54283 7.72717 6.72307 9.0336 9.50256 6.84145 6.39769 threshold=317.80018615722662 0 1017.9500122070314 10.650000095367433 0.90155765414237987 0.88690114021301281 0.73232272267341625 14.34999990463257 14.84999990463257 15.750000000000002 3.5849999189376835 19.085000038146976 13.550000190734865 323.50000000000006 9.2500000000000018 13.550000190734865 9.0650000572204608 9.0500001907348651 8.0500001907348651 -0.77605792880058277 44.174999237060554 13.750000000000002 2.5649999380111699 -0.30069434642791742 10.750000000000002 0.83120444416999828 10.050000190734865 0.76724994182586681 1028.1499633789065 10.449999809265138 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 8 3 6 -4 -6 -3 -8 12 10 -10 -11 17 -14 -15 -16 -12 18 -2 -19 -21 22 23 24 -22 26 27 28 -24 -28 right_child=1 2 4 -5 5 -7 7 -9 9 11 16 -13 13 14 15 -17 -18 19 -20 20 21 -23 25 -25 -26 -27 29 -29 -30 -31 leaf_value=2.1980865396630119e-05 0.001829045570875599 -0.00082850323520741872 -0.0021100278465302747 -0.00019948830342455851 -0.0052695176318445676 -0.019100341686096631 -0.0065893764548003685 -0.0233963027967653 0.011891179446014269 0.0023980133715775557 0.0049850192799099861 -0.023165685400042848 0.0016335666064067303 -0.0076896603012447037 -0.0081621825284160232 0.011487270878432876 -0.014347679989948642 0.021870018012123182 -0.0050950540273658794 0.00041962293292305822 0.013338050439953807 0.03903221831687035 0.011822110271179185 0.0078659856802551081 0.055034744222648452 0.0046386436315371832 -0.0078169146182243097 -0.003819672661582322 0.045034466832876208 0.006181841125129723 leaf_weight=1281024 575 203 6504 24077 357 95 125 69 377 135 70 46 564 757 102 117 66 32 851 12670 25 31 69 120 20 786 444 89 20 100 leaf_count=1281024 575 203 6504 24077 357 95 125 69 377 135 70 46 564 757 102 117 66 32 851 12670 25 31 69 120 20 786 444 89 20 100 internal_value=7.94759e-06 -0.000355253 -0.000789715 -0.000302741 -0.00250422 -0.00817644 -0.00656474 -0.0125671 0.000400811 0.00452895 0.00757306 -0.00409884 0.000236126 -0.00284953 -0.00544017 0.00233547 -0.00439703 0.000536271 -0.00230308 0.000817329 0.00077046 0.00337909 0.00271846 0.0144125 0.0318699 0.00143893 -0.00204441 0.00773294 0.0192856 -0.00524361 internal_weight=1.33052e+06 49496 31430 24474 6956 452 397 194 18066 694 513 181 17372 1540 976 219 136 15832 1426 14406 14374 1704 1673 165 45 1508 722 178 89 544 internal_count=1330520 49496 31430 24474 6956 452 397 194 18066 694 513 181 17372 1540 976 219 136 15832 1426 14406 14374 1704 1673 165 45 1508 722 178 89 544 cat_boundaries=0 1 cat_threshold=2196 is_linear=0 shrinkage=0.05 Tree=1146 num_leaves=31 num_cat=1 split_feature=125 36 14 23 21 109 75 111 121 136 11 32 8 38 127 108 31 23 22 39 14 36 35 4 117 36 28 17 23 12 split_gain=2.86193 5.89701 7.19253 8.30056 19.0716 8.70307 7.59269 11.204 8.34205 5.69804 9.18414 6.91792 11.7511 11.5722 9.38821 10.1766 10.4438 17.3749 13.6507 14.0878 10.2016 11.1574 9.63021 9.34184 8.8481 8.4696 8.46889 9.22501 8.17213 7.90245 threshold=0.88697704672813427 8.7500000000000018 1.3650000095367434 7.8849999904632577 6.8949999809265146 0.11886809766292573 0.79334363341331493 0.90094137191772472 -0.93038213253021229 0 16.150000572204593 11.250000000000002 18.050000190734867 10.650000095367433 -0.95878320932388295 0.03210605867207051 1021.6499938964845 6.7850000858306894 6.2149999141693124 10.550000190734865 2.5649999380111699 10.050000190734865 10.449999809265138 8.2500000000000018 0.93038213253021251 10.650000095367433 1024.350036621094 13.344999790191652 6.9049999713897714 4.6349999904632577 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -6 7 8 -4 10 11 12 14 29 -2 -16 17 22 19 20 -18 -22 24 -21 -17 -25 -19 -28 -14 -13 right_child=9 -3 3 4 5 -7 -8 -9 -10 -11 -12 13 28 -15 15 16 18 26 -20 23 21 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=0.0020120386373254496 0.0065062828170891224 -1.707709880557528e-05 0.021540636635935782 0.049683469972972363 -0.0075382751667573238 0.0052519358572220964 -0.0078367924671527891 -0.0060140090810602538 -0.00046886087152411159 0.00037890902877420765 -0.0043383725530170619 0.0047051479407009761 0.031030675533170606 0.00010654036975772999 -0.0085506513972106752 -0.00066284409204715581 0.0089489287799834963 0.00024484203633721421 -0.00038318966669644358 -0.0038341008384216117 0.010367140043526887 0.059189498018134723 -0.0053536712776221587 -0.0093801548265868666 -0.0076210855716954545 0.009718592016155634 -0.016594473047492408 0.0097967074263494384 0.00035821633317913767 0.03261796135741931 leaf_weight=1104 424 1100748 44 21 194 423 754 1244 1998 133104 1281 1025 49 64535 438 3163 549 7592 6706 477 25 22 3404 70 534 340 144 43 39 26 leaf_count=1104 424 1100748 44 21 194 423 754 1244 1998 133104 1281 1025 49 64535 438 3163 549 7592 6706 477 25 22 3404 70 534 340 144 43 39 26 internal_value=7.55021e-06 -2.54427e-05 -0.00161805 -0.00247475 0.00282523 0.00123038 -0.00331172 -0.00227341 5.38883e-06 0.000170538 -0.000134651 -7.45692e-05 -0.000800541 0.000191297 -0.000867606 -0.00100061 -0.000857261 -0.00164648 0.000576808 0.00491784 0.0108629 0.0332202 -0.00343475 0.000923162 -0.0016679 0.00645783 -1.4077e-05 -0.0105259 0.0174372 0.00539566 internal_weight=1.33052e+06 1.10653e+06 5782 4678 638 617 4040 3286 2042 223990 90886 89605 24019 65586 23931 23507 23069 14880 8189 1483 596 47 7101 887 3697 410 7779 187 88 1051 internal_count=1330520 1106530 5782 4678 638 617 4040 3286 2042 223990 90886 89605 24019 65586 23931 23507 23069 14880 8189 1483 596 47 7101 887 3697 410 7779 187 88 1051 cat_boundaries=0 1 cat_threshold=1586 is_linear=0 shrinkage=0.05 Tree=1147 num_leaves=31 num_cat=2 split_feature=125 122 30 136 10 116 136 116 28 2 14 29 7 16 5 55 65 82 39 74 31 14 30 37 40 42 28 30 79 75 split_gain=2.58291 5.71103 7.88213 7.75294 7.30466 10.4956 9.22651 9.64281 8.50329 8.49092 8.62309 8.42402 8.08187 6.76184 6.52684 6.74642 8.51138 12.9335 8.83588 7.80989 7.10624 10.9884 14.2698 13.0489 15.6617 13.734 10.588 9.66685 7.86852 7.15828 threshold=0.88697704672813427 0.095842104405164733 1017.9500122070314 0 11.34999990463257 0.98897820711135875 1 0.1650413200259209 1005.5499877929689 342.50000000000006 1.794999957084656 1011.3500061035157 4.1499998569488534 8.7100000381469744 3.3500000238418584 16.154999732971195 10.414999961853029 336.67390441894537 10.150000095367433 0.73720619082450878 1020.6499938964845 2.7250000238418584 1030.049987792969 11.150000095367433 7.0499999523162851 3.7500000000000004 1026.7500000000002 1021.3500061035157 8.0150003433227557 0.58603337407112133 decision_type=2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 -3 -4 5 -2 7 -6 -9 10 12 -11 -8 -13 -10 16 20 -18 -19 -17 27 22 26 -23 25 -25 -22 28 29 -16 right_child=1 2 3 -5 6 -7 9 8 14 11 -12 13 -14 -15 15 19 17 18 -20 -21 21 23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-2.4170608512771101e-05 -6.8274794300436395e-05 0.001582151810769434 0.0017423943894897542 -0.00056387021841161264 -0.0079876234604119908 -0.0049331153238615548 0.012079769044898318 -0.015662634879289032 0.024619004866690376 -0.0041466096036383796 -0.00064160540672511068 0.0043967933252575158 0.0017608367912835738 0.00091902933253954508 0.0015872120379033729 -0.012087672477135575 0.010852635057899939 -0.01007152729243763 0.00385377066592666 -6.3642822362759851e-06 0.0094536162852437156 -0.0021577060634871731 0.045737406514585022 0.001004951603967568 0.00010895248097360442 0.020158267715405118 -0.0075472412865425359 -0.01324789830073083 -0.0042998590465032861 0.02426349247140544 leaf_weight=1106530 149062 15671 4979 13508 248 1117 224 68 32 558 19129 2299 1241 3565 6154 159 697 134 760 843 767 999 25 145 489 264 104 118 596 35 leaf_count=1106530 149062 15671 4979 13508 248 1117 224 68 32 558 19129 2299 1241 3565 6154 159 697 134 760 843 767 999 25 145 489 264 104 118 596 35 internal_value=7.17284e-06 0.000162012 0.000757196 5.79006e-05 5.49159e-05 -0.000104458 0.000658519 0.00177305 0.00196986 0.000136482 -0.000358464 0.00172388 0.00333861 0.0022825 0.00206718 0.00200845 0.00235751 0.00574706 0.00176653 -0.00192346 0.00180132 0.00392935 0.00849268 0.00177397 0.00614786 0.013368 0.00742366 0.00094031 0.00118706 0.00171545 internal_weight=1.33052e+06 223990 34158 18487 189832 150179 39653 12637 12389 27016 20594 6422 1465 5864 12321 12289 11287 1591 894 1002 9696 2793 896 1897 898 409 871 6903 6785 6189 internal_count=1330520 223990 34158 18487 189832 150179 39653 12637 12389 27016 20594 6422 1465 5864 12321 12289 11287 1591 894 1002 9696 2793 896 1897 898 409 871 6903 6785 6189 cat_boundaries=0 1 2 cat_threshold=136 30 is_linear=0 shrinkage=0.05 Tree=1148 num_leaves=31 num_cat=1 split_feature=35 32 38 55 136 121 71 16 3 92 55 34 4 76 58 125 122 107 76 41 12 86 64 52 23 4 75 16 108 55 split_gain=2.57504 8.97327 7.80774 9.96665 15.4052 13.8947 13.6881 8.72737 8.35814 9.94662 7.6764 7.52296 9.06677 13.3168 11.8654 9.24696 6.93881 9.26667 8.5512 8.12694 6.27408 5.9853 8.35355 10.3465 10.9754 8.6977 18.6718 8.03444 7.6583 7.59217 threshold=15.949999809265138 16.650000572204593 16.44999980926514 60.104999542236335 0 -0.62249094247817982 287.01290893554693 14.550000190734865 39.500000000000007 0.53180900216102611 148.98000335693362 15.550000190734865 5.0499999523162851 26.064999580383304 285.45216369628912 -1.0000000180025095e-35 -0.59480014443397511 -0.84853455424308766 8.3249998092651385 13.449999809265138 1.5049999952316286 0.86451959609985363 14.34500026702881 23.039999961853031 9.0050001144409197 0.15000000223517421 0.78747171163558971 17.029999732971195 -0.37628263235092158 21.615000724792484 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 16 5 6 -5 8 9 -6 11 12 13 -2 -15 -14 17 18 -4 -20 -19 22 23 -13 25 26 -25 -24 -26 -29 right_child=10 -3 3 4 7 -7 -8 -9 -10 -11 -12 21 15 14 -16 -17 -18 20 19 -21 -22 -23 27 24 28 -27 -28 29 -30 -31 leaf_value=2.3377107011327002e-05 0.00031137390872217736 -0.0014584363952177429 -0.0016741736675178701 -0.0036751505546271804 0.051948352498002351 0.0077257392583373885 0.044189373004029239 -0.0069792104615629021 0.00094510589722083074 0.0067214367903708928 -0.0081547414058940892 3.853454147340063e-05 -0.0011908747652654074 0.0055178234864386826 0.053530525898730211 0.0045327575771926323 4.6836090625284184e-05 -1.5820026625091879e-05 -0.0059501241542078039 0.01837933653865808 -0.001614647730132048 0.00086543092157717128 -0.0017330369795761223 0.01046217037471418 -0.013727803477137299 0.0063611105978874207 0.06413048111966678 0.021040494239108788 0.0017052933690222642 0.0011902608711075711 leaf_weight=1070488 9049 10762 7929 20 20 227 59 255 146 31 276 142537 903 31 22 3229 22990 17325 1778 35 9501 22461 8661 71 91 701 21 74 689 138 leaf_count=1070488 9049 10762 7929 20 20 227 59 255 146 31 276 142537 903 31 22 3229 22990 17325 1778 35 9501 22461 8661 71 91 701 21 74 689 138 internal_value=6.81464e-06 -2.14849e-05 -7.80923e-06 -0.000561304 0.00513593 0.0135678 0.0320718 -0.00085364 0.00703207 0.0244575 0.000177786 0.000189975 0.00133952 0.00045774 0.0254476 0.00328193 -0.000633813 -0.00106173 -0.00238253 -0.00548044 -0.000582079 0.000103263 -8.63869e-06 8.30408e-05 0.00411596 0.00825812 0.0227125 -0.00149764 -9.52346e-05 0.00811912 internal_weight=1.33052e+06 1.14157e+06 1.1308e+06 60316 758 306 79 452 197 51 188954 188678 13234 9102 53 4132 59558 36568 9742 1813 26826 175444 152983 144110 1573 793 92 8873 780 212 internal_count=1330520 1141566 1130804 60316 758 306 79 452 197 51 188954 188678 13234 9102 53 4132 59558 36568 9742 1813 26826 175444 152983 144110 1573 793 92 8873 780 212 cat_boundaries=0 1 cat_threshold=4097 is_linear=0 shrinkage=0.05 Tree=1149 num_leaves=31 num_cat=1 split_feature=108 132 135 133 32 88 135 39 22 136 93 67 55 4 61 37 42 38 104 84 20 14 86 55 1 67 32 116 37 0 split_gain=2.46696 6.16475 9.87269 13.9584 11.4519 9.70437 7.46993 8.50569 7.37377 6.51025 10.429 9.4938 11.3601 18.1686 10.1038 13.9012 8.92806 8.13591 6.83404 6.81861 6.50495 7.78331 6.17288 6.70218 6.48717 7.16744 6.0555 6.04459 10.9513 6.52515 threshold=-0.9747985005378722 1012.6499938964845 1011.6499938964845 1008.5499877929689 14.050000190734865 -0.95431500673294056 1015.1499938964845 13.34999990463257 7.5150001049041757 0 0.25982475280761724 15.34500026702881 17.185000419616703 4.2500000000000009 0.67837509512901317 13.050000190734865 11.949999809265138 12.750000000000002 0.17780583351850512 0.77415490150451671 5.4949998855590829 3.4650000333786015 0.8576871156692506 2.3750000000000004 180.50000000000003 5.1649999618530282 15.34999990463257 -0.92384436726570118 10.150000095367433 110.50000000000001 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 -4 5 -5 -3 8 -8 10 11 14 13 19 17 -16 26 18 22 -13 -19 -22 23 -1 25 -24 -15 28 -25 -29 right_child=-2 6 3 4 -6 -7 7 -9 -10 -11 -12 12 -14 16 15 -17 -18 20 -20 -21 21 -23 24 27 -26 -27 -28 29 -30 -31 leaf_value=-0.015406476020390912 1.2525945460446845e-05 -0.016313764965664192 0.05080442806705833 -0.0072626719705578754 -0.026108910402526025 0.022783417268118895 -0.00021820393012603745 -0.013124956508277379 0.029823750803867979 -0.0019528949376243186 -0.0043804676965780468 0.021869243010878565 0.0012577134876189677 0.0079794566906906273 0.020711283425536506 -0.0061065685227871518 0.040525166615843773 0.0085251061335219532 0.010719086876552967 0.059592102597589083 -0.0011586633533421248 0.023582263290882113 0.0059424275499103327 0.030575863443248509 0.017487417721208567 -0.011060069728123605 -0.013598077506093043 0.008685710515073013 -0.0027226116584555989 -0.012619582658874837 leaf_weight=203 1320089 139 20 41 23 78 64 76 30 5258 857 25 804 458 127 78 20 276 72 23 866 33 126 28 49 122 35 42 209 249 leaf_count=203 1320089 139 20 41 23 78 64 76 30 5258 857 25 804 458 127 78 20 276 72 23 866 33 126 28 49 122 35 42 209 249 internal_value=6.47391e-06 -0.000759438 -0.000547059 0.011697 0.00618896 0.0124314 -0.00771638 -0.00068676 0.00936965 -0.00074621 0.000606026 0.00171903 0.00506792 0.0105285 -0.000124216 0.0105074 0.00777614 -0.00108223 -0.00417256 0.0399448 0.00181084 -0.000250487 -0.00521556 -0.00768522 0.000862966 -0.0024217 0.00644758 -0.00471662 0.00121139 -0.00954459 internal_weight=1.33052e+06 10431 10122 162 142 119 309 170 94 9960 4702 3845 1365 561 2480 205 513 2275 1100 48 1175 899 1028 731 297 248 493 528 237 291 internal_count=1330520 10431 10122 162 142 119 309 170 94 9960 4702 3845 1365 561 2480 205 513 2275 1100 48 1175 899 1028 731 297 248 493 528 237 291 cat_boundaries=0 1 cat_threshold=370 is_linear=0 shrinkage=0.05 Tree=1150 num_leaves=31 num_cat=0 split_feature=52 16 64 12 135 64 133 73 107 135 55 29 26 36 7 55 83 96 86 133 15 60 28 38 35 110 29 12 83 9 split_gain=2.93692 7.42075 10.1084 9.17699 9.29252 8.79788 6.8482 10.699 7.88092 9.03498 7.452 8.46824 8.19353 7.62667 7.34837 6.82972 15.7043 9.57973 9.62473 11.4521 8.51267 8.57744 7.60332 8.67973 7.59417 13.3142 8.62793 7.5135 11.8504 20.805 threshold=14.525000095367433 12.699999809265138 43.125000000000007 1.8049999475479128 1018.4500122070314 2.0249999761581425 1015.4500122070314 0.88175901770591747 -0.98204365372657765 1018.6499938964845 11.684999942779543 1022.7500000000001 250.50000000000003 12.650000095367433 15.050000190734865 8.3249998092651385 310.86010742187506 -0.52123111486434925 0.71607637405395519 1016.7500000000001 2.1550000905990605 0.68208706378936779 1015.2500000000001 10.84999990463257 10.84999990463257 -0.69335895776748646 1030.549987792969 1.794999957084656 336.72061157226568 7.5499999523162851 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 6 4 -3 -5 10 -8 9 -9 11 13 -13 -2 -12 -1 17 24 19 -19 -18 27 23 -23 25 -17 -26 28 -22 -30 right_child=1 3 -4 5 -6 -7 7 8 -10 -11 14 12 -14 -15 -16 16 20 18 -20 -21 21 22 -24 -25 26 -27 -28 -29 29 -31 leaf_value=6.9181613188859717e-06 -0.00010185520542590572 0.0013691956068717297 -0.00019616845547324883 -0.0051400082937238948 -0.0063716767471629996 -9.1173583361048909e-05 0.00011230089104241762 0.0078191824182868002 0.0091777398153001892 0.048835955149140853 0.00073353140260989274 0.0399031372088939 0.0073754750303156799 0.0039996282717855427 0.015828583131969713 -0.0070879999553617144 -0.00045540376487428181 -0.001986102991639792 0.0026950387104849875 0.034284746714613658 0.0046926877109802019 0.013583439296682277 -0.0027396342434986487 0.00052365187774445121 -0.00073312846088332499 -0.0015512429295806522 0.017220944377468596 0.0016633019460575796 0.0096507468475784553 0.067868341611964367 leaf_weight=1056428 2007 14978 15368 869 398 121946 363 25 316 29 17349 20 605 2604 81 1192 10588 2016 3649 22 646 155 2017 710 52480 12185 67 11447 57 21 leaf_count=1056428 2007 14978 15368 869 398 121946 363 25 316 29 17349 20 605 2604 81 1192 10588 2016 3649 22 646 155 2017 710 52480 12185 67 11447 57 21 internal_value=-9.00679e-07 0.000188767 0.000800086 1.72729e-05 0.00116883 -0.000126898 0.00145441 0.00621099 0.0121943 0.0298467 0.00130058 0.0029547 0.00841636 0.0022144 0.000803681 -2.9993e-05 -0.000430952 -0.000811148 0.00115781 -0.00159456 0.000630872 0.00139494 -0.00105781 0.00286384 -0.000981002 -0.00204461 -0.000710236 0.00197573 0.00691548 0.0253247 internal_weight=1.33064e+06 176958 38767 138191 15376 122815 23399 733 370 54 22666 5236 625 4611 17430 1.15368e+06 97252 71611 5687 2038 25641 15053 2882 865 65924 13377 52547 12171 724 78 internal_count=1330638 176958 38767 138191 15376 122815 23399 733 370 54 22666 5236 625 4611 17430 1153680 97252 71611 5687 2038 25641 15053 2882 865 65924 13377 52547 12171 724 78 is_linear=0 shrinkage=0.05 Tree=1151 num_leaves=31 num_cat=0 split_feature=52 12 17 54 31 28 29 60 132 15 16 29 19 33 64 134 28 15 12 111 113 106 96 84 17 98 68 132 17 16 split_gain=2.80606 7.92077 8.77684 18.3874 9.54022 8.85467 10.813 9.01343 8.73033 8.60496 8.40499 8.52969 7.58535 11.1475 8.46518 7.29924 7.45604 7.56519 8.09886 7.4127 6.93285 6.38334 6.23965 7.10948 6.20219 6.18851 9.05361 8.25901 7.21103 6.29013 threshold=20.214999198913578 2.0449999570846562 12.699999809265138 32.254999160766609 1027.049987792969 1027.1499633789065 1028.1499633789065 0.65396624803543102 1012.6499938964845 2.804999947547913 11.775000095367433 1013.8500061035157 12.699999809265138 8.1500000953674334 4.3250000476837167 1021.9500122070314 1017.4500122070314 2.7050000429153447 2.6149998903274541 -0.97609320282936085 -0.98321744799613942 -0.53893706202507008 -0.66858008503913868 0.9086609184741975 14.550000190734865 -0.89276537299156178 282.23159790039068 1017.2500000000001 8.0099999904632586 11.775000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 8 3 4 -3 -6 7 -7 9 -2 11 22 13 24 -14 16 17 18 -15 -18 -11 -17 23 -4 -12 26 27 29 -27 -5 right_child=1 2 10 25 5 6 -8 -9 -10 20 12 -13 14 15 -16 21 19 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-2.5565810531445668e-05 0.001412669391439247 0.0019401967544407607 0.0059797253711541491 -0.0051473485099808904 5.7525822575982727e-05 0.059246650213996568 0.010233614131567531 0.017489378370477687 -0.0037231906677734601 0.024256387862651399 0.0071253460806528267 0.00050735366107862684 -0.003207363649654682 -0.0013909303912273108 7.8848672152331828e-05 0.0085048306595532346 0.010767471685994033 -0.0011754705033730881 -0.0061031268181232796 -0.0007899103429252803 0.0058663494826226128 -0.019507736975157803 -0.004674135984437864 0.032416181302127929 -0.00056743757287141367 0.014648116893791172 -0.0040413849205680292 0.017565863543902251 0.00022216297244503935 0.0014281131745276642 leaf_weight=1192523 13854 13286 1163 479 122 24 147 28 818 67 607 2745 2012 1477 75359 269 141 3889 2383 8651 218 22 138 26 461 88 2514 68 5548 1511 leaf_count=1192523 13854 13286 1163 479 122 24 147 28 818 67 607 2745 2012 1477 75359 269 141 3889 2383 8651 218 22 138 26 461 88 2514 68 5548 1511 internal_value=-8.55646e-07 0.000212499 8.05442e-05 0.000942631 0.00214599 0.0106635 0.0171656 0.036762 0.00129903 0.00158959 -0.00012612 0.00209845 -0.000221201 -0.00114876 -6.60788e-06 -0.00146306 -0.00160116 -0.00273191 -0.00430004 -0.000604561 0.0101896 0.00638704 0.00538976 0.00655781 0.00380477 -0.00066141 -0.00202827 0.000430893 0.000447409 -0.000154624 internal_weight=1.33064e+06 138115 123158 23815 13607 321 199 52 14957 14139 99343 4072 95271 17900 77371 16832 16541 7749 3860 8792 285 291 1327 1189 1068 10208 4572 2058 5636 1990 internal_count=1330638 138115 123158 23815 13607 321 199 52 14957 14139 99343 4072 95271 17900 77371 16832 16541 7749 3860 8792 285 291 1327 1189 1068 10208 4572 2058 5636 1990 is_linear=0 shrinkage=0.05 Tree=1152 num_leaves=31 num_cat=2 split_feature=20 136 42 32 17 116 31 21 15 136 23 0 38 23 42 33 76 90 113 34 33 98 105 120 0 10 95 72 123 15 split_gain=2.60925 5.69616 6.75853 6.04263 5.94526 5.86355 6.163 5.46329 5.37504 6.90894 6.37873 5.76916 5.3328 4.62728 4.61328 5.77746 4.78719 4.44431 5.77411 5.52624 4.87248 4.81516 4.44337 4.37138 5.46816 4.36241 4.28878 4.27995 4.27619 4.26073 threshold=11.765000343322756 0 8.3499999046325701 15.449999809265138 20.524999618530277 -0.043617725372314446 1019.8500061035157 11.425000190734865 3.2050000429153447 1 11.704999923706056 337.50000000000006 11.250000000000002 9.6549997329711932 12.550000190734865 13.550000190734865 6.8949999809265146 -0.97760063409805287 -0.98624804615974415 9.3499999046325701 13.34999990463257 -0.9983932077884673 -0.97259965538978566 -0.64942333102226246 274.50000000000006 2.6499999761581425 0.026464842259883884 0.89021441340446483 -0.93038213253021229 4.3550000190734872 decision_type=2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 17 28 6 13 -1 27 10 11 14 -8 -3 16 -16 22 19 -19 -2 21 -21 -10 24 -24 -5 -11 -9 -4 -25 right_child=1 5 4 25 -6 -7 12 8 9 26 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22 -23 23 29 -26 -27 -28 -29 -30 -31 leaf_value=-1.9919772393841229e-06 -0.0077793782999374204 0.013406896334296715 0.020671379671910326 -0.001818906553761707 0.028956109458580615 -0.0023141535725666319 0.011283109142429762 0.00085250875464519451 0.032269253877216374 -0.0095220466560505812 0.0021287226973248207 0.030598577893068715 -0.0047866166696318643 0.0025508187869465321 -0.024852962419390681 0.0063002496178302435 0.0034298442117085036 0.0049753342166594747 -0.0020243054425317006 0.022230610842816533 -4.3413179930422676e-06 0.0062815629522317206 0.0084382114652544263 0.0043851950848177298 0.036007276942601078 0.011224755954965809 0.0015522930437757169 -0.0043368764441757577 0.0031984629161870906 0.019248292559007212 leaf_weight=1311334 97 150 37 97 25 5640 61 4702 29 94 538 31 336 284 22 46 178 324 3250 60 242 224 35 172 37 189 1250 434 653 67 leaf_count=1311334 97 150 37 97 25 5640 61 4702 29 94 538 31 336 284 22 46 178 324 3250 60 242 224 35 172 37 189 1250 434 653 67 internal_value=-8.12863e-07 -0.0007452 0.000487837 -0.000231248 0.00500327 -0.00173374 0.00218464 5.77277e-06 0.00133939 0.00324128 0.00605551 0.00957766 -0.00231746 0.00630292 0.00846564 -0.00377873 0.010073 -0.000710443 -0.00138976 0.00318661 0.00520885 0.00965108 0.0135509 0.0118055 0.0226056 0.00680086 0.000772004 0.000413998 0.00413542 0.00855184 internal_weight=1.33064e+06 11669 5198 4483 715 6471 831 1.31897e+06 7635 2499 1155 617 397 434 586 68 518 4197 3574 623 526 284 340 311 72 286 1344 5136 690 239 internal_count=1330638 11669 5198 4483 715 6471 831 1318969 7635 2499 1155 617 397 434 586 68 518 4197 3574 623 526 284 340 311 72 286 1344 5136 690 239 cat_boundaries=0 1 2 cat_threshold=535 2638 is_linear=0 shrinkage=0.05 Tree=1153 num_leaves=31 num_cat=1 split_feature=52 12 76 79 111 82 1 15 22 105 38 112 9 127 96 19 4 39 77 39 22 79 17 136 111 132 32 31 80 132 split_gain=2.5471 7.1582 9.97063 10.2137 11.1577 10.099 9.80146 9.70812 12.8299 11.0676 16.1035 8.79904 8.45301 13.3787 8.66814 10.3891 10.1482 8.38279 8.97213 9.45635 8.32202 9.19809 8.35625 7.93349 11.0782 8.37284 14.7404 8.85658 10.1424 7.88296 threshold=20.214999198913578 2.0449999570846562 4.9649999141693124 5.555000066757203 0.45143352448940283 332.28048706054693 25.500000000000004 1.9750000238418581 7.3750000000000009 -0.98785758018493641 13.150000095367433 -0.36648726463317866 8.0500001907348651 -0.97988739609718312 -0.99239510297775257 17.029999732971195 9.4499998092651385 10.250000000000002 14.425000190734865 12.650000095367433 7.2550001144409189 3.245000004768372 12.699999809265138 0 0.51263266801834118 1010.5499877929689 11.449999809265138 1001.8500061035157 189.5091247558594 1012.6499938964845 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=-1 29 -3 4 6 7 20 -5 9 10 17 12 13 -11 -14 -16 -17 -9 -19 -20 -4 22 -22 24 25 27 -27 28 -10 -2 right_child=1 2 3 5 -6 -7 -8 8 23 11 -12 -13 14 -15 15 16 -18 18 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-2.4314602065343948e-05 0.0015115005247173063 -0.0012630496742760339 -0.0039554964479108987 -0.0021284427108378369 -0.00017391264658248571 -0.0033878838238654411 0.0020674644230411214 -0.0093851037971351466 0.037151502903837424 0.016240163495808486 -0.0041682933909810505 -0.0054439478342780626 -0.0036142666261173998 0.0031103445560139416 0.00098514622425476656 -0.00026111072103958578 0.011883581842498379 0.0042775998747318382 0.023128146803771548 0.057713055827965348 0.039147496641251361 0.0059176636750559036 0.013210425921303707 0.00028729138884017096 0.00086941604240402248 -0.047178789973258972 -0.0066997688587954532 -0.0016958496806710366 0.0042946619136400768 -0.0035368678147736929 leaf_weight=1192523 14139 12474 149 4513 5020 2077 5651 23 26 210 116 453 927 2549 9128 280 446 49 112 24 36 764 226 58235 6231 25 224 12947 243 818 leaf_count=1192523 14139 12474 149 4513 5020 2077 5651 23 26 210 116 453 927 2549 9128 280 446 49 112 24 36 764 226 58235 6231 25 224 12947 243 818 internal_value=-7.7222e-07 0.000202499 7.70574e-05 0.000228086 0.00161546 6.18054e-05 0.00293141 0.000135854 0.000246629 0.00162235 0.0107583 0.00141082 0.00164015 0.00410971 0.00100816 0.00144301 0.00719968 0.0190827 0.022622 0.0292314 0.00708646 0.00869002 0.0167743 -6.11084e-06 -0.000873313 -0.00168042 -0.0107639 -0.00150928 0.00747042 0.0012354 internal_weight=1.33064e+06 138115 123158 110684 11846 98838 6826 96761 92248 14317 324 13993 13540 2759 10781 9854 726 208 185 136 1175 1026 262 77931 19696 13465 249 13216 269 14957 internal_count=1330638 138115 123158 110684 11846 98838 6826 96761 92248 14317 324 13993 13540 2759 10781 9854 726 208 185 136 1175 1026 262 77931 19696 13465 249 13216 269 14957 cat_boundaries=0 1 cat_threshold=2149 is_linear=0 shrinkage=0.05 Tree=1154 num_leaves=31 num_cat=0 split_feature=36 73 4 123 27 122 111 11 39 76 4 21 36 29 30 38 17 70 14 83 102 40 30 9 20 6 4 104 36 22 split_gain=2.47185 10.4588 6.14224 7.31306 5.39825 4.87467 4.04477 5.18888 3.77497 3.63973 3.49851 3.78996 3.4248 8.71182 7.26425 6.26538 7.0348 18.6377 7.90026 6.44531 6.3378 6.44027 7.4371 5.47101 4.75143 4.58015 4.06375 4.71051 3.95598 8.07797 threshold=7.8500001430511483 0.69539910554885875 6.4500000476837167 -0.47714059054851526 223.50000000000003 0.026175950653851036 0.42858108878135687 16.050000190734867 7.1499998569488534 20.814999580383304 9.2500000000000018 5.1549999713897714 8.0500001907348651 1014.7500000000001 1024.1499633789065 8.2500000000000018 14.550000190734865 297.80215454101568 1.3550000190734866 310.66413879394537 0.17433423548936847 4.7500000000000009 1021.5499877929689 2.0499999523162846 5.4549999237060556 5.5499999523162851 11.949999809265138 -0.55348330736160267 8.4499998092651385 4.9149999618530282 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 10 -1 -5 9 -8 -9 -3 -4 -12 13 -2 15 16 18 25 19 -15 24 22 23 -22 -20 -18 -25 -28 29 -14 right_child=12 6 3 5 -6 -7 7 8 -10 -11 11 -13 28 14 -16 -17 17 -19 20 -21 21 -23 -24 26 -26 -27 27 -29 -30 -31 leaf_value=0.016134615423756517 -0.0046346396687798773 0.01634740784024221 -0.0030166024879809301 -0.0045953995674506559 -0.0097832249541385946 0.020344028882682327 -0.0012917911222386543 -0.0049979602234558234 0.0085823906258081558 -0.0064984124153852465 0.020681122229201723 0.0046887376007031314 0.0080796240456632844 0.0093506279501265714 -0.0035082744725514203 -0.0032993826531310336 -0.0054908447320862067 0.064534988142549987 0.041713626016862695 0.044661554337168737 0.021236865466030746 0.021109671670259261 0.014952792160745181 -0.006048870829007469 0.0072483020415529606 0.023409666722783676 0.01889778102361938 -0.0023339416873770663 4.409841452896651e-06 -0.0022063580737045336 leaf_weight=21 325 84 92 964 464 20 657 62 293 22 50 143 202 28 212 128 29 20 20 24 26 49 91 251 20 26 41 72 1322736 3466 leaf_count=21 325 84 92 964 464 20 657 62 293 22 50 143 202 28 212 128 29 20 20 24 26 49 91 251 20 26 41 72 1322736 3466 internal_value=-7.335e-07 -0.00146601 -0.00387495 -0.00204576 -0.00866101 -0.0040885 0.00231331 0.00133998 0.00621061 0.0116058 0.00500708 0.00883184 2.43594e-06 0.00250841 0.00474707 0.00686844 0.0087357 0.0232016 0.00699143 0.025648 0.00528943 0.00384101 0.00208183 -0.000921392 0.024481 0.00817122 -0.00250412 0.0053696 -1.37286e-07 -0.0016399 internal_weight=1.33064e+06 2872 1754 1269 485 984 1118 1012 355 106 285 193 1.32777e+06 1362 1037 825 697 75 622 52 570 530 481 390 40 55 364 113 1.3264e+06 3668 internal_count=1330638 2872 1754 1269 485 984 1118 1012 355 106 285 193 1327766 1362 1037 825 697 75 622 52 570 530 481 390 40 55 364 113 1326404 3668 is_linear=0 shrinkage=0.05 Tree=1155 num_leaves=31 num_cat=2 split_feature=52 20 4 106 35 136 36 120 136 72 110 37 66 31 132 61 36 35 23 2 37 4 35 76 98 6 55 23 84 16 split_gain=3.59069 7.14628 9.18815 10.4842 8.73685 9.97926 9.2787 8.67044 11.0286 9.99106 8.28582 13.2144 10.3324 9.86976 9.53327 8.25487 7.87743 7.83932 12.8081 9.50241 7.58125 7.25011 7.90152 7.71634 7.18306 7.09592 7.07174 12.2682 10.7035 9.41885 threshold=29.974999427795414 9.3550000190734881 7.1499998569488534 -0.981664478778839 14.84999990463257 0 13.050000190734865 0.58068084716796886 1 0.86835283041000377 0.043882204219698913 13.34999990463257 63.875000000000007 1019.4500122070314 1016.5499877929689 0.58039173483848583 16.150000572204593 13.84999990463257 6.4249999523162851 287.50000000000006 12.949999809265138 0.15000000223517421 15.250000000000002 7.4949998855590829 -0.85201528668403614 10.449999809265138 21.615000724792484 7.4849998950958261 0.72210389375686657 17.029999732971195 decision_type=2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 2 4 -4 5 6 15 -5 -9 -10 11 -8 14 -12 17 20 -7 25 -19 -20 -2 22 -3 -24 -22 -13 -1 28 -28 -29 right_child=1 21 3 7 -6 16 10 8 9 -11 13 12 -14 -15 -16 -17 -18 18 19 -21 24 -23 23 -25 -26 -27 27 29 -30 -31 leaf_value=-7.5901357735882784e-06 0.0070953871115366149 -0.0051141605081059015 -0.0032901408060773771 0.00050161771121466452 0.0037501580774545831 -0.00010115258303979519 -0.0069868389308390781 -0.0089912013022284236 -0.00078399242995310758 0.025537422566841814 -0.003441799330115067 0.001915437330224869 -0.0087892435712721914 0.0028601278578233727 0.029547566515005504 0.0024886707998523546 -0.015393721380079276 0.04694590039837819 0.006059824772777834 0.034552462357062136 0.0084441497753141442 -5.6355344753805119e-05 -0.0032534556674716762 0.0071325657395587038 0.050820624716579915 0.029186433801427488 0.0057726017935959481 -0.0010810028131204249 0.00040935820075191386 0.0032679245658828182 leaf_weight=1177889 556 1471 2145 27858 3350 9060 241 543 477 39 1963 520 104 909 48 7320 85 26 210 34 20 39754 412 316 20 25 1026 43152 9971 1282 leaf_count=1177889 556 1471 2145 27858 3350 9060 241 543 477 39 1963 520 104 909 48 7320 85 26 210 34 20 39754 412 316 20 25 1026 43152 9971 1282 internal_value=-1.04702e-05 0.000281623 0.000653605 8.26275e-05 0.00137778 0.00100185 0.00194944 0.000332812 -0.00410778 0.0011825 1.41192e-05 0.00348841 0.0060991 -0.00144721 0.00789329 0.00294939 -0.000243027 0.00661795 0.013585 0.0100301 0.00860794 -0.000210946 -0.00300567 0.00125476 0.0296324 0.0031664 -3.3563e-05 -0.000585477 0.000909739 -0.000955529 internal_weight=1.33083e+06 97506 55553 31062 24491 21141 11996 28917 1059 516 4080 1208 967 2872 863 7916 9145 815 270 244 596 41953 2199 728 40 545 1.23332e+06 55431 10997 44434 internal_count=1330826 97506 55553 31062 24491 21141 11996 28917 1059 516 4080 1208 967 2872 863 7916 9145 815 270 244 596 41953 2199 728 40 545 1233320 55431 10997 44434 cat_boundaries=0 1 2 cat_threshold=6545 835 is_linear=0 shrinkage=0.05 Tree=1156 num_leaves=31 num_cat=1 split_feature=52 20 4 106 20 121 17 15 120 78 122 0 111 83 55 28 107 17 13 136 37 12 74 57 103 29 132 135 109 52 split_gain=3.2396 6.44825 8.29426 9.46116 8.53453 8.2536 8.17692 12.8243 9.35595 9.27192 12.9831 12.0792 9.17891 8.78645 12.0849 9.84356 8.66858 8.32684 7.33653 7.30189 7.18862 7.09153 7.96514 6.87078 10.7083 8.44638 12.3544 12.7014 21.7672 9.22091 threshold=29.974999427795414 9.3550000190734881 7.1499998569488534 -0.981664478778839 8.2349996566772479 -0.66259482502937306 17.029999732971195 2.2050000429153447 0.70088258385658275 7.1849999427795419 -0.8338540494441985 314.50000000000006 0.55974414944648754 286.23635864257818 11.25500011444092 1019.2500000000001 -0.70026561617851246 20.524999618530277 3.495000004768372 0 15.250000000000002 1.8849999904632571 0.79003661870956432 273.51887512207037 0.17811219394207004 1010.6499938964845 1016.9500122070314 1016.4500122070314 0.3535324633121491 69.15000152587892 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 5 18 7 -5 9 10 11 -9 -13 -8 -15 16 17 -16 -2 -7 -17 -3 -23 -11 -25 26 27 29 -29 -26 right_child=1 21 3 6 -6 19 13 8 -10 23 -12 12 -14 14 15 20 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 28 -30 -31 leaf_value=-3.1884828880649029e-05 0.00061930489026816614 0.0035977167103230577 -0.0031256337614652937 -0.0033435684974500433 0.00076318167814243287 0.0048337794663483799 -0.0011876164483217667 0.0062677650434535843 -0.0073673279910872226 0.0023183063173862575 0.0030901609457031015 0.020743274723645302 0.064472822578889991 0.015774024166650587 0.011605310158253732 0.00020490824862126546 -0.0018320529159898749 -0.019102030927720278 -0.011274215230333852 0.00039460446032132972 -0.022489474738973218 -0.0014529299928344177 0.00011641573894922232 -0.0031060773956097139 0.0074415392612611209 -6.8496336333557321e-05 -0.0018293990851441439 0.053186853594977317 0.0085325433109923882 -0.0014862565882503987 leaf_weight=1233320 999 1194 2145 2506 18252 3858 811 62 380 3530 1254 28 21 231 550 613 195 23 149 1233 37 11118 29641 2538 863 13923 776 37 104 435 leaf_count=1233320 999 1194 2145 2506 18252 3858 811 62 380 3530 1254 28 21 231 550 613 195 23 149 1233 37 11118 29641 2538 863 13923 776 37 104 435 internal_value=-9.95006e-06 0.000267495 0.000620844 7.83514e-05 0.00130889 0.00290533 0.000316016 5.96353e-05 0.000415713 0.000541188 0.00454096 0.020931 0.0394845 0.00307336 0.00516896 0.00344134 0.00727386 0.0103727 -0.000924366 0.00376892 -0.00108693 -0.000200399 -0.000311661 0.000295323 -8.70469e-05 0.000387752 0.00325563 0.00599779 0.0202503 0.00444956 internal_weight=1.33083e+06 97506 55553 31062 24491 6239 28917 26457 23951 23571 1365 111 49 2460 1649 1418 768 573 1148 5091 650 41953 40759 22206 18676 16138 2215 1439 141 1298 internal_count=1330826 97506 55553 31062 24491 6239 28917 26457 23951 23571 1365 111 49 2460 1649 1418 768 573 1148 5091 650 41953 40759 22206 18676 16138 2215 1439 141 1298 cat_boundaries=0 1 cat_threshold=1489 is_linear=0 shrinkage=0.05 Tree=1157 num_leaves=31 num_cat=1 split_feature=52 12 65 23 41 86 41 136 59 83 80 80 30 75 134 61 83 33 86 106 30 55 63 60 55 91 117 120 55 54 split_gain=3.13554 7.02144 8.14529 7.88823 5.72423 7.48014 6.42501 10.0913 7.76389 7.07937 5.96508 9.55432 11.0809 7.25381 5.60997 5.45668 5.32718 5.45568 5.31117 7.65725 6.8125 5.19702 7.78746 9.06158 8.98439 8.08211 8.09416 9.68964 12.3588 11.5234 threshold=52.460000991821296 2.6950000524520878 11.164999961853029 7.4049999713897714 11.150000095367433 0.68603330850601207 1.0500000119209292 0 238.16772460937503 339.25024414062506 315.26245117187506 296.61827087402349 1014.3500061035157 0.81009900569915783 1020.3500061035157 0.93781083822250377 314.34803771972662 7.7500000000000009 0.72974431514740001 -0.92953070998191822 1006.7500000000001 96.845001220703139 0.70311358571052562 0.85657089948654186 53.754999160766609 -0.49072052538394922 0.43049471080303198 -0.55191597342491139 35.93499946594239 71.700000762939467 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 14 3 16 6 -6 9 10 -9 15 11 -8 -13 -14 -2 21 17 -3 20 -20 -10 22 -4 24 25 26 27 28 29 -24 right_child=1 2 4 -5 5 -7 7 8 18 -11 -12 12 13 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.4898630243269151e-05 0.0021806910206656881 0.024088559375100196 -0.00016006975130173853 -0.0034319668766145412 -0.02202893508428877 -0.0026896723225628113 -0.012638771785262588 0.032791652765948899 0.038187679187172939 -0.0079045380275331537 -0.024526441057541357 0.040347210051757953 0.020757427261560227 -0.0075126619358809711 0.0250452543988272 -0.0025236914005579295 0.0076067792786538848 -0.0019390227714017679 -0.0048393843143588007 0.005974759780292516 0.0087165155616743071 -0.00030284845234157418 0.027098847543820737 0.00029269055556855114 0.0014096037174535663 0.028932556392871501 0.0018913230321011864 0.0043860280803107408 0.0061608215379119168 -0.0047120315118638033 leaf_weight=1279007 4191 21 10502 2679 55 550 116 26 21 259 34 21 32 78 27 1550 292 488 224 608 296 13441 175 7401 5498 34 1625 1234 307 34 leaf_count=1279007 4191 21 10502 2679 55 550 116 26 21 259 34 21 32 78 27 1550 292 488 224 608 296 13441 175 7401 5498 34 1625 1234 307 34 internal_value=-9.45059e-06 0.000371841 0.000198587 -0.0021303 0.000382275 -0.00444779 0.000449427 0.00371483 0.00572426 0.000336388 -0.00472321 -0.00218849 0.0070652 0.000711364 0.00232705 0.000387449 0.00222322 -0.000865193 0.00516159 0.00306326 0.0106689 0.000499553 0.000901831 0.00158567 0.00266003 0.00467672 0.00443236 0.0067919 0.0125455 0.0219239 internal_weight=1.33083e+06 51819 47601 3480 44121 605 43516 1456 1175 42060 281 247 131 110 4218 41801 801 509 1149 832 317 40251 26810 16308 8907 3409 3375 1750 516 209 internal_count=1330826 51819 47601 3480 44121 605 43516 1456 1175 42060 281 247 131 110 4218 41801 801 509 1149 832 317 40251 26810 16308 8907 3409 3375 1750 516 209 cat_boundaries=0 1 cat_threshold=256 is_linear=0 shrinkage=0.05 Tree=1158 num_leaves=31 num_cat=0 split_feature=72 87 83 70 29 64 86 112 31 77 85 13 91 63 11 12 29 73 125 76 99 19 38 58 124 30 60 85 57 36 split_gain=2.9831 6.34278 9.66565 17.5504 13.6279 8.46367 10.1745 8.74961 8.46364 9.33267 13.5316 15.4567 7.71885 7.44662 11.0427 9.87346 8.47686 10.7467 14.2803 16.589 7.79949 8.70627 11.172 9.5709 7.34941 7.34205 9.36047 6.61576 6.58299 6.37462 threshold=0.8544757366180421 0.74154233932495128 264.18116760253912 296.87913513183599 1024.4500122070315 8.1050000190734881 0.82739832997322094 -0.98321744799613942 1016.4500122070314 12.065000057220461 0.88437005877494823 3.0349999666213994 -0.83251136541366566 0.4815990030765534 10.750000000000002 4.0050001144409189 1018.1499938964845 0.90691033005714428 -0.64942333102226246 17.945000648498539 -0.9598783254623412 11.269999980926515 12.050000190734865 294.86181640625006 -0.25037047266960138 1018.3500061035157 0.78979673981666576 0.84325918555259716 288.51547241210943 14.84999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 13 -6 -7 -8 -5 12 11 24 25 27 -15 16 17 29 19 -19 21 22 -17 -23 -11 26 -10 -3 -18 -16 right_child=1 2 -4 8 5 6 7 -9 9 10 -12 -13 -14 14 15 20 28 18 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-3.3821346694116165e-05 -0.00067270822854691181 -0.0046505290656746606 0.00016531863403753639 0.0034026662346451266 -0.0067664514409585125 0.0058074187953269163 0.033274679519672647 0.010555186355599537 0.0041931941935961902 0.062347694952040913 0.00082682607268604134 0.012844066312220022 -0.012147336692565628 0.00036071524351464541 0.0074248317535301565 0.034969206538764723 -0.00624637451235219 0.014762100763618946 0.0099962914624212255 0.071285788625478741 -0.0052372340058209378 -0.00064721034703624876 -0.00098225626978091889 0.028090551387398473 0.03055865239305422 0.0032398597043660931 0.050862569122442185 0.00089704211823549759 0.010376444059040618 -0.0097401758672244713 leaf_weight=1198795 17407 1146 98417 701 90 477 72 103 22 24 96 151 57 9506 1059 47 199 27 107 25 400 443 40 31 75 134 21 1012 85 57 leaf_count=1198795 17407 1146 98417 701 90 477 72 103 22 24 96 151 57 9506 1059 47 199 27 107 25 400 443 40 31 75 134 21 1012 85 57 internal_value=-8.97806e-06 0.00021659 0.000351641 0.00148308 0.00100106 0.00760663 0.00959064 0.0199026 0.00709949 0.0115676 0.0167834 0.0229108 0.00385516 0.000655508 0.00114081 0.00408352 0.00654073 0.00828081 0.0204423 0.041937 9.72547e-05 0.00390081 0.0184398 0.00123226 0.0382651 0.00900851 0.0269852 -0.00204898 -0.00127124 0.00654812 internal_weight=1.33083e+06 132031 114624 16207 14926 742 652 175 1281 580 346 250 234 14184 12026 2520 1559 1275 159 52 961 561 87 474 99 177 43 2158 284 1116 internal_count=1330826 132031 114624 16207 14926 742 652 175 1281 580 346 250 234 14184 12026 2520 1559 1275 159 52 961 561 87 474 99 177 43 2158 284 1116 is_linear=0 shrinkage=0.05 Tree=1159 num_leaves=31 num_cat=2 split_feature=19 32 13 14 3 33 11 20 9 28 29 43 13 25 136 67 122 19 20 18 136 32 67 79 112 7 9 107 11 22 split_gain=2.83476 5.66522 4.66678 3.19378 4.58102 3.63406 3.0892 2.90924 2.80706 2.72399 11.6133 8.54039 8.35627 7.47368 11.0635 10.4796 12.1459 8.91872 19.1652 21.5144 14.8909 11.475 28.335 28.9341 18.7073 19.5043 15.6586 14.4998 12.0917 11.5629 threshold=22.289999961853031 3.3999999761581425 2.7549999952316289 3.1450001001358037 162.50000000000003 13.650000095367433 6.0499999523162851 10.00500011444092 7.0499999523162851 1018.1499938964845 1018.4500122070314 15.550000190734865 1.6449999809265139 307.50000000000006 0 32.764999389648445 1.0000000180025095e-35 13.344999790191652 8.5650000572204608 13.344999790191652 1 14.050000190734865 16.464999198913578 12.194999694824221 -0.97625884413719166 1.0000000180025095e-35 3.7500000000000004 -0.97446024417877186 0.35000000894069677 9.0850000381469744 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=9 2 -2 7 5 -5 -6 -3 -9 10 -1 13 -13 17 -15 16 -16 18 -11 20 -20 28 -23 24 25 -24 -27 -28 -22 -26 right_child=1 3 -4 4 6 -7 -8 8 -10 11 -12 12 -14 14 15 -17 -18 -19 19 -21 21 22 23 -25 29 26 27 -29 -30 -31 leaf_value=1.6615013129522002e-05 0.030196719886876191 0.0043248196930012932 0.0060656724735071851 0.0082947858639301798 0.012910739389518578 0.034866031564094804 -0.0071032651261809998 -0.0032076885939776503 -0.02302949436940253 -2.610370367825135e-05 0.0015756064070784116 0.00097319711523060888 0.008047327670479526 0.00017754654559507779 -0.00097142424317406837 0.00060709827762725 -0.0033742487244096428 -0.00033334071843426938 0.001026676647344556 -0.00030047946290190348 -0.021796806486323476 0.0032582332044351278 0.079505358897149561 -0.002333594223385119 0.022718754874082848 0.0067925213665391004 0.060745562125124379 0.023459518680465408 0.0028891812372129205 0.0063352765290393773 leaf_weight=918493 33 134 51 31 31 22 51 167 20 149002 12103 1332 608 32654 38756 8609 6085 132045 9502 12021 50 1930 20 197 201 60 44 64 6278 232 leaf_count=918493 33 134 51 31 31 22 51 167 20 149002 12103 1332 608 32654 38756 8609 6085 132045 9502 12021 50 1930 20 197 201 60 44 64 6278 232 internal_value=-8.52916e-06 0.00361343 0.0155457 0.00141537 0.00786783 0.0193244 0.000463005 -0.00129828 -0.00532767 -9.99941e-06 3.68907e-05 -0.000119173 0.00319024 -0.000135315 -0.000547651 -0.000990541 -0.00129749 -2.13914e-05 0.000207958 0.00134772 0.0024142 0.00386146 0.00656361 0.0143624 0.0196588 0.0328291 0.0272724 0.0386501 0.00269413 0.0139405 internal_weight=1.33083e+06 540 84 456 135 53 82 321 187 1.33029e+06 930596 399690 1940 397750 86104 53450 44841 311646 179601 30599 18578 9076 2748 818 621 188 168 108 6328 433 internal_count=1330826 540 84 456 135 53 82 321 187 1330286 930596 399690 1940 397750 86104 53450 44841 311646 179601 30599 18578 9076 2748 818 621 188 168 108 6328 433 cat_boundaries=0 1 2 cat_threshold=2200 496 is_linear=0 shrinkage=0.05 Tree=1160 num_leaves=31 num_cat=0 split_feature=104 29 34 111 110 89 78 126 79 87 11 37 37 21 87 38 91 88 8 126 96 102 87 71 10 70 88 113 94 24 split_gain=2.51562 4.32955 2.9674 3.46566 7.4567 3.33969 3.40983 3.50251 2.86522 2.77744 3.79121 4.04547 12.3343 3.56274 2.69632 2.41227 2.64181 2.34399 4.08477 6.27408 5.16705 4.24611 3.92936 3.90095 3.82514 3.78571 3.28277 3.50146 3.63869 3.27456 threshold=0.67297983169555675 1006.7500000000001 10.550000190734865 -0.33217000961303705 -0.33082792162895197 0.80356234312057506 1.3149999976158144 1.0000000180025095e-35 2.7150000333786015 0.81927219033241283 6.2500000000000009 12.449999809265138 11.84999990463257 4.2049999237060556 0.7481786608695985 14.34999990463257 -0.82948178052902211 -0.99947187304496754 16.250000000000004 -0.99353402853012074 -0.99884578585624684 -0.34651494026184076 0.7749629318714143 309.21447753906256 18.050000190734867 308.45274353027349 -0.99999096989631642 -0.66259482502937306 0.071804109960794463 167.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 14 3 4 -3 6 7 15 -5 -8 -11 12 -12 -13 -2 16 -4 18 22 -20 -21 -22 24 25 -1 26 -23 -28 -29 -24 right_child=1 2 5 8 -6 -7 9 -9 -10 10 11 13 -14 -15 -16 -17 -18 -19 19 20 21 23 29 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0015859589245077787 -0.0015277876959157151 -0.0040003172709080189 0.0070193199389905203 0.008840160233376082 0.036716553247110414 0.0079723233198977003 -0.0049837598612158208 -0.0033453430772745064 -0.0016953835548632894 -0.005773271972364903 -0.0067759097404112775 0.014274154520152431 0.041542899880558259 -0.0027268566306897562 -0.018802180345138086 0.0010392187943121768 0.025933465889344615 9.7727846392071645e-06 0.027070562551463291 -0.014710664823099087 -0.0090784907512202421 0.022041756860562603 0.011906440787216914 -0.0050609732802468742 -0.019786950688937616 0.027461886271834376 0.0016137237825174016 0.0012577732936257409 0.029008319996258553 -0.00020932273912265768 leaf_weight=6281 37 23 80 88 22 81 1014 196 242 179 28 38 25 163 58 123 24 1308048 28 39 51 32 56 61 29 25 174 21 27 13508 leaf_count=6281 37 23 80 88 22 81 1014 196 242 179 28 38 25 163 58 123 24 1308048 28 39 51 32 56 61 29 25 174 21 27 13508 internal_value=-1.44262e-06 -0.00161172 -0.0011844 0.00288909 0.0159057 -0.00196736 -0.0023979 0.00155103 0.00111409 -0.00355229 -0.000200066 0.00372751 0.016016 0.000487265 -0.0120743 0.00577873 0.0113841 1.49213e-06 -0.000531239 0.00413722 0.00264389 0.0043749 -0.000638825 0.00639291 -0.00166961 0.00889717 0.00706993 0.00491183 0.0168675 -0.000159302 internal_weight=1.3308e+06 2421 2326 375 45 1951 1870 423 330 1447 433 254 53 201 95 227 104 1.32838e+06 20332 458 430 391 19874 340 6310 279 254 222 48 13564 internal_count=1330801 2421 2326 375 45 1951 1870 423 330 1447 433 254 53 201 95 227 104 1328380 20332 458 430 391 19874 340 6310 279 254 222 48 13564 is_linear=0 shrinkage=0.05 Tree=1161 num_leaves=31 num_cat=0 split_feature=117 32 33 119 23 37 32 31 67 20 122 6 14 31 120 79 91 6 110 5 65 20 122 6 31 126 120 28 1 28 split_gain=2.33948 8.53127 8.74093 9.09275 9.70681 5.23753 8.25255 9.28135 8.80441 6.46196 6.1586 6.0527 5.17843 5.82893 6.25053 6.55691 5.99296 5.00199 4.58505 4.53649 5.46541 7.81722 4.43694 4.50375 4.42069 4.2813 4.12943 4.03663 3.85764 3.81865 threshold=0.9536806344985963 12.650000095367433 8.4499998092651385 0.97233289480209362 6.1849999427795419 11.750000000000002 10.750000000000002 1021.6499938964845 9.2750000953674334 5.5950000286102304 -0.14780378341674802 10.949999809265138 2.5249999761581425 1017.7500000000001 -0.43049471080303187 18.394999504089359 -0.42297570407390589 8.1500000953674334 0.99559685587883007 5.9500000476837167 49.18499946594239 7.9549999237060556 0.28400452435016638 10.050000190734865 1019.1499938964845 0.77159520983695995 -0.11319890245795249 1017.5499877929689 19.500000000000004 1013.8500061035157 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 6 7 8 25 -9 -8 -10 -3 14 -14 28 27 -12 -19 -7 -21 26 23 -17 29 -4 -22 -15 -16 -20 right_child=1 12 5 4 -6 19 10 9 11 -11 17 -13 13 16 15 22 -18 18 24 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=4.3900374828011209e-06 0.0012088574546578459 5.4851857217611741e-05 0.0047577151540844215 0.045718284991569824 0.0088961243145315658 -0.0016649184703972028 -0.0019855917397409812 0.016960168459075341 -0.0069535695848916002 -0.00071871285751388459 0.00025250005074751281 0.0044071723784277726 -0.005794994950992987 -0.0071710862129596839 0.028134146002897372 -0.00069651420449830508 -0.015817699436821157 0.0021121474617244438 0.0035165147804386483 -0.0083598374889005105 -0.0065116444646957372 -0.018267204336308199 0.022851193771930414 0.008928911126486333 -0.0033397197556228214 -0.011761631285194805 0.019618333916662747 0.021828288515098396 0.01138236264250285 0.019353772563741767 leaf_weight=1320828 320 3024 42 25 63 661 1265 58 251 475 641 220 100 24 48 270 67 234 52 857 21 29 32 221 39 593 54 24 121 142 leaf_count=1320828 320 3024 42 25 63 661 1265 58 251 475 641 220 100 24 48 270 67 234 52 857 21 29 32 221 39 593 54 24 121 142 internal_value=-1.37049e-06 -0.000764297 -0.00194387 0.00512316 0.019357 -0.00245565 -0.00148632 -0.00421494 -0.00682694 0.00120507 0.0003983 -0.00164707 0.00104872 0.00436236 0.00588974 0.00757829 -0.00615663 0.00311998 0.00705586 -0.00485326 -0.00704629 0.00377785 0.0048116 0.00363591 0.0120208 -0.010669 0.0123019 0.0073286 0.0161403 0.0151087 internal_weight=1.3308e+06 9973 6042 408 88 5634 4012 1639 1106 533 2373 471 3931 907 792 692 115 1108 467 1622 961 104 523 491 233 635 75 48 169 194 internal_count=1330801 9973 6042 408 88 5634 4012 1639 1106 533 2373 471 3931 907 792 692 115 1108 467 1622 961 104 523 491 233 635 75 48 169 194 is_linear=0 shrinkage=0.05 Tree=1162 num_leaves=31 num_cat=3 split_feature=34 28 39 35 43 136 20 29 2 21 77 31 114 6 2 34 136 34 28 39 13 18 56 12 136 31 122 0 20 11 split_gain=2.32346 10.6373 11.4809 10.5876 17.24 23.9366 19.8557 15.4729 14.6174 12.0903 11.0694 10.4872 10.4021 10.3595 13.5051 13.9576 15.5408 12.1173 11.7819 14.1113 11.8702 11.2861 10.7802 10.3333 14.1399 10.9853 10.3311 10.2675 10.3019 9.46472 threshold=10.550000190734865 1023.7500000000001 13.949999809265138 11.34999990463257 10.050000190734865 0 7.9149999618530282 1018.4500122070314 304.50000000000006 6.1150000095367441 11.565000057220461 1021.8500061035157 -0.98321744799613942 4.1499998569488534 155.50000000000003 12.250000000000002 1 11.050000190734865 1023.2500000000001 11.650000095367433 2.935000061988831 10.405000209808351 304.89691162109381 1.7150000333786013 2 1024.850036621094 -0.55191597342491139 301.50000000000006 7.7950000762939462 17.050000190734867 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 23 12 4 8 6 7 -6 10 -10 11 -2 -3 -13 21 16 17 -16 22 20 -20 -15 -19 25 -25 -1 -9 -7 -29 -12 right_child=3 2 -4 -5 5 27 -8 26 9 -11 29 13 -14 14 15 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.00023419693216724735 -0.00011323978457049569 0.00086695762437530115 0.0050727855913410731 1.8933602153747017e-05 0.0032337642362679116 -0.00062465192444312919 0.0012124030127389624 0.020212816713345155 -0.0024825627878643664 -0.00078363870129034201 -0.0016602573800293615 0.00054116624956335603 -0.0012910320232288703 0.011143428184247267 0.0059855260019604541 -0.0076837515895469832 0.0038574557577244007 0.010852885952850298 0.055493289614812695 0.01232322179216512 0.012253604740613983 -0.00061389545433844983 0.046798299431152969 -0.00051711894206588494 0.00072226740809293311 0.0054735880711383475 0.049073451723876033 0.0034857049078122586 -0.0032719266725451481 0.0052837434661793907 leaf_weight=89456 30745 7067 842 942778 51 4821 140 57 15357 32921 12361 5079 26614 240 216 130 637 224 65 54 21 1365 23 28205 124904 851 68 4350 648 511 leaf_count=89456 30745 7067 842 942778 51 4821 140 57 15357 32921 12361 5079 26614 240 216 130 637 224 65 54 21 1365 23 28205 124904 851 68 4350 648 511 internal_value=-1.30197e-06 0.000127284 -0.000694072 -3.52465e-05 -0.000499254 0.00146571 0.0147969 0.0264435 -0.000698505 -0.00132406 -0.000114028 0.000307495 -0.000838239 0.00191359 0.00425663 0.00790293 0.00953701 0.0152204 0.0207681 0.032356 0.0449348 0.00114421 0.0142 0.000243774 0.000493967 -0.00018041 0.035913 0.00102057 0.00260957 -0.00138459 internal_weight=1.3308e+06 277939 34523 1.05286e+06 110084 10135 316 176 99949 48278 51671 38799 33681 8054 2975 1370 1240 603 387 140 86 1605 247 243416 153109 90307 125 9819 4998 12872 internal_count=1330801 277939 34523 1052862 110084 10135 316 176 99949 48278 51671 38799 33681 8054 2975 1370 1240 603 387 140 86 1605 247 243416 153109 90307 125 9819 4998 12872 cat_boundaries=0 1 2 3 cat_threshold=514 791 5668 is_linear=0 shrinkage=0.05 Tree=1163 num_leaves=31 num_cat=0 split_feature=104 30 33 119 21 66 37 15 64 21 30 78 30 84 14 37 27 36 32 68 33 39 35 12 26 55 123 7 7 20 split_gain=2.27218 3.77337 3.54043 6.47297 3.78641 3.48132 2.53466 2.89351 2.45936 3.08595 3.40496 2.58151 6.04885 3.15966 2.45599 2.44822 2.38649 2.33727 2.30408 2.2786 2.2656 12.134 9.87099 8.05799 12.1864 11.7237 10.7142 9.59925 12.4233 10.7308 threshold=0.67297983169555675 1007.0499877929689 10.650000095367433 -0.39873388409614557 8.9849996566772479 16.605000495910648 10.650000095367433 1.325000047683716 9.3249998092651385 4.2049999237060556 1020.9500122070314 13.75500011444092 1012.3500061035157 0.87536448240280162 1.0249999761581423 12.34999990463257 256.50000000000006 11.949999809265138 11.84999990463257 288.97415161132818 14.949999809265138 13.650000095367433 14.050000190734865 1.0549999475479128 269.50000000000006 7.805000066757203 0.11319890245795251 16.150000572204593 7.8500001430511483 7.9149999618530282 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=20 -2 3 -3 6 8 7 -5 9 10 14 13 -13 19 18 -8 -12 -7 -4 -11 22 -22 -1 -24 25 26 -25 28 -28 -30 right_child=1 2 5 4 -6 17 15 -9 -10 11 16 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 -29 29 -31 leaf_value=-2.8297345764076499e-05 -0.011943444155310448 0.028858569351470343 -0.01800958024337888 0.0041708004795229783 0.022182307552014079 -0.026003707572817805 0.0066579934191442541 -0.017476014687839016 0.0037008629084864099 -0.002004731053831327 0.027131276933306997 -0.0089110974384390799 0.028204718828644781 -0.015589461690531329 0.014432372847715251 -0.0024440004203376744 0.0043324732376883428 -0.0070341750100675615 5.725849629379809e-05 -0.0072769386516233145 -0.0021087672921767898 -6.8209022750019706e-05 -0.00036729883855289342 0.0013285506513058679 0.00028540365657716741 -0.00055872385230911761 0.002617745857147686 -0.014139553050335964 0.0056480555716815518 0.015862553098430335 leaf_weight=870196 84 23 20 26 21 22 154 38 196 1061 22 23 21 52 26 142 24 62 150 254 7469 296178 27697 20670 94172 6160 4281 74 1152 331 leaf_count=870196 84 23 20 26 21 22 154 38 196 1061 22 23 21 52 26 142 24 62 150 254 7469 296178 27697 20670 94172 6160 4281 74 1152 331 internal_value=-1.23534e-06 -0.00153161 -0.00115737 0.00309953 0.00154452 -0.00204707 0.000340653 -0.008682 -0.00159481 -0.00222272 0.00299383 -0.00311741 0.00880327 -0.00350111 0.000120606 0.0022915 0.0152362 -0.0120024 -0.00206825 -0.00302309 1.5538e-06 -0.000118402 3.70989e-05 0.000405344 0.00057406 0.00140617 0.00186278 0.00375425 0.00398398 0.00792789 internal_weight=1.3308e+06 2421 2337 404 381 1933 360 64 1849 1653 242 1411 44 1367 196 296 46 84 170 1315 1.32838e+06 303647 1.02473e+06 154537 126840 32668 26508 5838 5764 1483 internal_count=1330801 2421 2337 404 381 1933 360 64 1849 1653 242 1411 44 1367 196 296 46 84 170 1315 1328380 303647 1024733 154537 126840 32668 26508 5838 5764 1483 is_linear=0 shrinkage=0.05 Tree=1164 num_leaves=31 num_cat=1 split_feature=68 132 136 76 64 37 13 104 124 30 38 40 38 110 78 38 64 15 37 67 35 31 32 39 55 43 12 110 28 104 split_gain=2.22652 6.43395 5.70472 7.81485 6.31075 5.00036 4.63664 6.33114 5.53097 10.9249 4.36388 4.32433 4.13749 9.26364 7.25659 7.04466 5.624 6.93103 6.37904 5.84112 8.39211 7.42598 9.80006 7.932 7.63934 10.1806 6.20626 5.73085 7.1517 6.22006 threshold=317.80018615722662 1015.4500122070314 0 24.704999923706058 47.885000228881843 9.7500000000000018 1.185000002384186 -0.97122851014137257 0.99687939882278453 1017.0499877929689 11.550000190734865 3.6499999761581425 11.949999809265138 -0.37472486495971674 13.894999980926515 9.8499999046325701 16.714999198913578 3.9750000238418584 11.150000095367433 10.204999923706056 5.6499998569488534 1020.8500061035157 8.3499999046325701 9.5500001907348651 5.1349999904632577 7.3500001430511483 1.9650000333786013 0.96950039267539989 1025.850036621094 -0.78090587258338917 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 10 -5 -6 8 11 -4 -10 -2 -8 13 14 -9 -16 19 27 -19 20 -15 -22 23 -23 26 -26 -24 29 -29 -18 right_child=1 -3 6 4 5 -7 7 12 9 -11 -12 -13 -14 16 15 -17 17 18 -20 -21 21 22 24 -25 25 -27 -28 28 -30 -31 leaf_value=1.1560636649641911e-05 -0.0047214127472129516 -0.0041430333821666663 0.0021117667810047818 -0.006221497966963834 -0.021461786438400549 0.0020145817892625929 -0.0049820082746028236 0.038844514893436877 0.043924256350146608 0.0043671453073329761 -0.00011939364287951279 -0.022177368916260702 -0.0004393552313322537 0.027464825993981857 0.024393448889112244 -0.013594629372591559 -0.0021697790203881037 -0.0055481975556101095 0.0033141857440272468 -0.0021929108531796335 -0.00027692461242958595 0.0087953090581089962 0.0057253684334559575 0.042294011435587892 0.0073600184419248486 0.044953076189140913 -0.0050093443279398747 0.00045230230626104606 -0.012774492285578795 0.0038009155867649116 leaf_weight=1281132 577 1082 1063 1298 24 413 195 27 24 64 4804 45 25777 29 26 23 492 578 313 2799 4415 43 296 30 83 23 247 918 115 3846 leaf_count=1281132 577 1082 1063 1298 24 413 195 27 24 64 4804 45 25777 29 26 23 492 578 313 2799 4415 43 296 30 83 23 247 918 115 3846 internal_value=-1.17358e-06 -0.000329632 -0.00024471 -0.00155156 -0.0044718 0.000725262 -2.00899e-05 -0.000109421 0.00310902 0.0151554 -0.000612864 -0.00820614 -6.09372e-05 0.000621051 0.018031 0.00656231 0.000528048 0.00164922 -0.00243492 -0.000353406 0.00064326 0.000491843 0.00519283 0.0225619 0.00323914 0.015517 0.000842359 0.00232674 -0.00102019 0.00312374 internal_weight=1.3308e+06 49669 48587 7116 1735 437 41471 40320 1151 88 5381 240 40080 14303 76 49 14227 6262 891 7965 5166 5137 722 73 649 106 543 5371 1033 4338 internal_count=1330801 49669 48587 7116 1735 437 41471 40320 1151 88 5381 240 40080 14303 76 49 14227 6262 891 7965 5166 5137 722 73 649 106 543 5371 1033 4338 cat_boundaries=0 1 cat_threshold=4195 is_linear=0 shrinkage=0.05 Tree=1165 num_leaves=31 num_cat=2 split_feature=12 136 31 39 136 36 39 87 23 35 15 123 24 2 33 18 42 120 27 33 18 122 31 40 126 40 33 22 28 36 split_gain=2.95805 15.7337 14.1015 16.0073 11.536 16.0518 11.0803 10.9937 15.4628 17.7305 17.4212 15.4537 14.2657 13.7272 16.019 27.4201 16.7179 16.0087 14.6325 13.4933 12.8281 12.675 12.3025 10.2873 10.0975 9.82199 9.68508 13.1092 14.5448 9.44749 threshold=4.1349999904632577 0 1006.4500122070314 11.449999809265138 1 11.150000095367433 15.250000000000002 0.72843950986862194 9.9549999237060565 6.8500001430511483 3.1049998998641972 -0.88697704672813404 283.50000000000006 160.50000000000003 12.84999990463257 13.344999790191652 9.9499998092651385 -0.67556449770927418 240.50000000000003 12.050000190734865 17.029999732971195 -0.82409480214118946 1016.4500122070314 5.4500000476837167 0.1650413200259209 12.750000000000002 8.6500000953674334 8.3350000381469744 1012.8500061035157 14.84999990463257 decision_type=2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 4 5 -4 -2 8 9 11 23 -5 13 -12 17 16 18 22 -16 -14 -10 -17 -15 -11 -6 -22 27 28 -26 -21 right_child=1 -3 3 7 24 -7 -8 -9 20 10 12 -13 19 14 15 21 -18 -19 -20 29 25 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=2.0537359670430425e-05 -0.0024298822190594541 -0.0017741011221615002 -0.025717569680563053 0.032343382796361335 -0.0030237579788076931 0.004489757646095111 0.0068840287672355775 4.8712310896850985e-05 -0.0025894260525982722 0.0048795859288392508 0.0042021681513145668 -0.012514231040066598 0.0068220008206315123 -0.010823446975364592 0.087953141979549246 0.043073120989419261 0.020389389018736669 0.012992567534326111 0.040196478170044021 -0.0015759979947168453 0.0069833549034568204 0.0081885055996142059 0.022204814182062237 -0.0071092043257956683 0.03971247520370811 -0.0073838125158048485 -0.00083378675912132146 0.0021705112486419729 0.0091173586774148923 0.013166180239366908 leaf_weight=1292604 5250 13798 113 21 2636 72 340 4908 1769 308 699 224 1760 145 23 29 67 499 53 1067 761 255 35 427 51 141 1681 661 163 121 leaf_count=1292604 5250 13798 113 21 2636 72 340 4908 1769 308 699 224 1760 145 23 29 67 499 53 1067 761 255 35 427 51 141 1681 661 163 121 internal_value=7.74253e-06 -0.000426605 0.000339781 0.000998944 -0.00130349 -0.0132452 -0.00186338 0.00192895 0.00302702 0.00449094 0.00507845 -0.00866929 0.00618625 0.00968697 0.0131534 0.0207415 0.0385974 0.00838153 0.0546492 0.00404282 -0.000115118 0.0117507 -0.00440129 -0.00208533 -0.000850836 0.00473749 0.00138677 0.00565277 0.0164087 -7.44798e-05 internal_weight=1.33068e+06 38077 24279 18689 5377 185 5590 13312 8404 5733 5488 245 4753 1805 1106 427 143 679 76 2948 2671 284 180 735 5192 902 2556 875 214 1188 internal_count=1330681 38077 24279 18689 5377 185 5590 13312 8404 5733 5488 245 4753 1805 1106 427 143 679 76 2948 2671 284 180 735 5192 902 2556 875 214 1188 cat_boundaries=0 1 2 cat_threshold=409 256 is_linear=0 shrinkage=0.05 Tree=1166 num_leaves=31 num_cat=1 split_feature=12 18 15 52 133 80 61 62 14 37 31 38 20 136 79 69 18 21 15 23 93 83 21 11 15 12 3 23 77 123 split_gain=2.8213 4.95642 5.04137 4.47034 5.76125 4.82381 4.76387 4.60057 4.31768 4.21713 4.82835 4.08143 3.92755 8.39193 7.05716 6.64146 7.51298 6.90561 6.61546 5.12468 5.13086 4.97613 4.7198 4.49045 4.09521 5.77039 5.36914 6.61327 4.04015 4.00051 threshold=5.305000066757203 10.405000209808351 1.6549999713897707 174.6549987792969 1024.549987792969 233.17897033691409 0.93781083822250377 0.50224232673645031 2.8449999094009404 8.7500000000000018 1008.2500000000001 9.2500000000000018 11.605000019073488 0 7.5150001049041757 295.97460937500006 14.039999961853029 11.284999847412111 0.85500001907348644 6.8450000286102304 0.37381653487682348 288.58457946777349 11.425000190734865 5.2500000000000009 3.2050000429153447 3.7050000429153447 306.50000000000006 8.8850002288818377 3.935000061988831 0.8140845298767091 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 12 5 -5 7 -7 -9 10 -4 -11 22 14 18 16 17 23 -14 20 -20 -16 -1 -15 25 -24 27 -26 -17 -25 right_child=1 2 9 4 -6 6 -8 8 -10 11 -12 -13 13 15 21 28 -18 -19 19 -21 -22 -23 24 29 26 -27 -28 -29 -30 -31 leaf_value=1.0226374121144968e-05 -0.0054033163281956564 -0.025050025076294943 -6.9120078761544503e-05 -0.0032458990169584806 -0.016533806997283206 0.018769636817787792 -0.0037087493929476275 -0.01125282869907096 0.0039265911148647246 -0.018439067671715749 0.031486312147568578 -0.00053219070412941708 0.022930814641026351 0.0064991746735400882 -0.0029720624376620569 -0.00084601663735286211 -5.8608005374913952e-05 0.0017665103168920373 0.00037216577868632699 -0.0021260391221461453 -0.028134603617026618 -0.016293813798376185 0.001111266677738207 0.024963599983072265 0.028886114450340922 -0.0066222120171316795 0.0082248125801728435 0.0011920744354282312 -0.0072541798280119051 0.0026697297412384717 leaf_weight=1304000 591 21 27 335 41 51 226 48 1950 32 22 5685 26 195 126 534 6090 618 27 3550 38 158 3926 79 22 257 453 1070 456 27 leaf_count=1304000 591 21 27 335 41 51 226 48 1950 32 22 5685 26 195 126 534 6090 618 27 3550 38 158 3926 79 22 257 453 1070 456 27 internal_value=7.35474e-06 -0.00104173 -0.000596297 1.24072e-05 0.00206357 0.00235571 0.00318057 0.00394044 0.00356192 -0.000507236 0.0140986 -0.000632422 8.29296e-06 -0.000895049 -0.00278506 3.57907e-05 0.000577304 0.00479135 -0.00220003 -0.00238078 -0.0162933 -0.0103835 1.65171e-05 0.0110018 0.00144863 0.000636128 0.00364845 0.00175001 -0.00379766 0.019285 internal_weight=1.33068e+06 6378 5787 1.3243e+06 2651 2610 2275 2049 1998 5766 49 5717 1.32165e+06 11924 3925 7999 7009 919 3641 3615 65 284 1.30973e+06 301 5728 4183 1545 1092 990 106 internal_count=1330681 6378 5787 1324303 2651 2610 2275 2049 1998 5766 49 5717 1321652 11924 3925 7999 7009 919 3641 3615 65 284 1309728 301 5728 4183 1545 1092 990 106 cat_boundaries=0 1 cat_threshold=456 is_linear=0 shrinkage=0.05 Tree=1167 num_leaves=31 num_cat=3 split_feature=13 67 64 87 8 136 104 20 67 136 11 10 15 136 64 55 28 38 24 15 19 28 18 39 26 13 125 10 34 12 split_gain=2.90363 14.0348 18.9235 13.137 12.6214 10.5016 15.5653 9.88137 14.5014 13.0429 10.3578 9.89897 9.44535 32.9915 16.0779 12.6306 17.4712 11.1289 10.8298 10.2479 10.0501 13.1134 9.6907 12.8086 14.1099 13.7741 9.60129 10.2498 9.35602 9.14495 threshold=1.3750000000000002 9.7950000762939471 4.3949999809265146 0.75605440139770519 9.6500000953674334 0 -0.89093869924545277 5.3150000572204599 16.704999923706058 1 9.8499999046325701 6.4500000476837167 1.3750000000000002 2 22.134999275207523 2.6550000905990605 1020.6499938964845 18.150000572204593 191.50000000000003 1.1150000095367434 8.0099999904632586 1029.7500000000002 9.5450000762939471 14.050000190734865 249.50000000000003 1.6050000190734866 -0.14780378341674802 9.1500000953674334 15.250000000000002 1.9049999713897707 decision_type=2 2 2 2 2 1 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 -1 6 -6 8 9 -2 -11 -10 13 14 17 16 18 -9 29 26 21 -14 23 24 -18 -25 27 -20 -17 -15 right_child=7 2 -4 -5 5 -7 -8 12 11 10 -12 -13 20 15 -16 28 22 -19 19 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=1.1942007496175891e-05 2.8326156993728909e-05 0.013552937010784119 0.00081857782892498293 0.0040856042259267205 0.010532676807031566 0.0005310269959710761 0.0022028061997466791 -0.00030778832413025842 0.025585972346986337 -0.002390094104217799 -0.00046585508455151346 0.0047212305634372143 0.00039091811300829378 -0.00062303146795160088 -0.010168302595720331 0.00123549803767462 0.040167112212956831 -0.0043216344808447178 0.0030718050975221418 0.0017002466123481998 -0.00011153927375180773 0.015087629026598543 0.0051411328242779372 0.0060446351899632392 0.0061573914764684982 0.051318426277222377 0.0067830376217130495 -0.012228694169701701 -0.0019320934320292216 -0.012263693913411332 leaf_weight=387615 25901 475 7029 1603 627 12734 5313 18380 63 15564 12700 582 105200 842 457 9273 34 1906 515 12972 703159 152 1718 28 296 42 2037 139 3114 211 leaf_count=387615 25901 475 7029 1603 627 12734 5313 18380 63 15564 12700 582 105200 842 457 9273 34 1906 515 12972 703159 152 1718 28 296 42 2037 139 3114 211 internal_value=6.987e-06 0.000116622 0.00205783 0.0062497 7.311e-05 0.00134277 0.00307689 -4.27703e-05 -0.000693708 -0.000782458 -0.00152493 0.00675918 -1.30723e-06 0.000652126 -0.000893418 0.00167872 0.00249485 -0.000684915 0.00195278 0.00228276 -4.33042e-05 0.000412122 0.00677307 0.0137822 0.00966142 0.0332089 0.00509076 -0.000180136 0.000439189 -0.00295559 internal_weight=1.33068e+06 415396 9107 2078 406289 18674 5940 915285 54810 54165 28264 645 860475 51964 20743 31221 18834 20286 16716 15663 808511 105352 2118 400 330 70 2691 654 12387 1053 internal_count=1330681 415396 9107 2078 406289 18674 5940 915285 54810 54165 28264 645 860475 51964 20743 31221 18834 20286 16716 15663 808511 105352 2118 400 330 70 2691 654 12387 1053 cat_boundaries=0 1 2 3 cat_threshold=1441 5419 2226 is_linear=0 shrinkage=0.05 Tree=1168 num_leaves=31 num_cat=2 split_feature=3 24 136 29 32 11 136 106 115 62 28 36 20 17 9 23 35 67 126 7 83 36 30 23 111 4 30 120 12 28 split_gain=2.66606 6.53355 12.849 9.3358 7.6196 9.32532 7.69005 7.48827 7.27884 7.44319 7.65685 8.65832 6.55708 6.76786 8.10329 8.05706 11.2678 6.30462 7.43214 6.1919 7.17933 7.86071 6.18842 9.75823 6.22181 6.29509 6.14435 6.1164 7.48273 7.59503 threshold=324.50000000000006 292.50000000000006 0 1019.9500122070314 8.4499998092651385 18.050000190734867 1 1.0000000180025095e-35 -0.96811076998710621 0.80836287140846264 1011.8500061035157 13.650000095367433 5.4749999046325692 6.9049999713897714 2.8500000238418584 7.0250000953674325 14.34999990463257 16.945000648498539 0.68832838535308849 6.0499999523162851 314.13179016113287 15.550000190734865 1004.7500000000001 7.1250000000000009 0.40349088609218603 12.050000190734865 1013.5499877929689 -0.50751903653144825 3.5249999761581425 1013.5499877929689 decision_type=2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 8 5 6 -3 27 -4 -10 11 -11 17 14 -14 -16 -17 -6 -19 -5 21 -21 23 -15 25 26 -24 -8 29 -29 right_child=1 4 3 19 12 -7 7 -9 9 10 -12 -13 13 22 15 16 -18 18 -20 20 -22 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=4.3663945996686251e-05 0.00027857676224574449 -0.0021370133057530441 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4.04957e-05 0.000843866 0.000704603 0.000974381 -0.00142927 -0.00102234 0.00241735 0.0137253 -8.39544e-05 4.14242e-05 0.00168039 0.00117968 0.0134342 -0.000876482 0.00700359 -0.000149141 -0.00103281 -0.00157148 -3.10517e-05 -0.00628036 -1.29027e-05 -0.00145517 -0.00116382 0.000943114 0.000263739 -0.000135053 internal_weight=1.33068e+06 285947 95418 59388 190529 25556 25024 22858 35686 26938 1486 136 164973 142439 6032 5613 131 22534 251 23702 10795 9191 136407 395 136012 7088 6827 22830 13516 12123 internal_count=1330681 285947 95418 59388 190529 25556 25024 22858 35686 26938 1486 136 164973 142439 6032 5613 131 22534 251 23702 10795 9191 136407 395 136012 7088 6827 22830 13516 12123 cat_boundaries=0 1 2 cat_threshold=7201 4102 is_linear=0 shrinkage=0.05 Tree=1169 num_leaves=31 num_cat=3 split_feature=13 15 8 136 67 64 124 19 35 90 20 136 7 116 121 52 30 64 43 0 20 17 16 37 136 109 89 15 39 107 split_gain=2.61471 12.818 11.2235 10.0251 9.25796 19.1008 8.88044 15.9614 11.0295 13.5655 8.7075 12.9451 14.9277 12.3451 12.1022 16.6835 9.34595 9.25272 9.15061 8.42763 9.75994 8.22352 12.6904 10.1121 10.0666 9.50304 13.7021 12.647 12.5587 12.7334 threshold=1.3750000000000002 1.7450000047683718 9.6500000953674334 0 10.494999885559084 4.3949999809265146 -0.63605400919914235 10.405000209808351 12.449999809265138 -0.98235440254211415 5.2149999141693124 1 10.050000190734865 -0.89490029215812672 0.52247866988182079 0.48499999940395361 1014.6499938964845 3.9850000143051152 4.7500000000000009 85.500000000000014 5.4949998855590829 10.405000209808351 8.7100000381469744 16.44999980926514 2 0.29265600442886358 -0.91462197899818409 1.3350000381469729 11.34999990463257 -0.67387351393699635 decision_type=2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 4 -4 -1 -6 7 -3 9 -9 11 -2 13 14 18 16 -16 -15 -13 -5 -21 23 -23 25 -25 26 28 -27 29 -12 right_child=10 6 3 19 5 -7 -8 8 -10 -11 21 12 -14 17 15 -17 -18 -19 -20 20 -22 22 -24 24 -26 27 -28 -29 -30 -31 leaf_value=-1.4541999644050392e-05 0.00033883527900500915 0.00085106235669864185 -0.00066538433596890296 -0.0021313080854225563 0.0082867548463189476 0.00063658977549227512 0.0012391430948844291 -0.0045343406703040904 0.0041376467565363596 0.02020720076551526 0.00035052003030467245 0.0029294650883533785 0.00075589749555714193 -0.0028150471029917967 0.013970094404269962 -0.0034148334434980321 0.046935812671950392 0.0013376272950853174 -0.010021261945776469 0.001948307931943141 0.0071989625140305219 0.0012326665345616362 -0.00017084666962457025 -0.0029803528015776241 -0.00032139584189785843 0.0018563144879304627 -0.0017064085793479554 0.00028509504528687263 -0.00033688041620802802 0.0067632168612335774 leaf_weight=383589 16392 903 4892 1144 1007 4300 6368 66 348 345 1670 863 5766 16384 43 63 43 1461 162 11475 959 16616 524491 4118 25911 13463 13974 262935 9487 1443 leaf_count=383589 16392 903 4892 1144 1007 4300 6368 66 348 345 1670 863 5766 16384 43 63 43 1461 162 11475 959 16616 524491 4118 25911 13463 13974 262935 9487 1443 internal_value=6.30527e-06 0.000110343 7.13478e-05 0.00127562 1.41527e-05 0.0020882 0.0020886 0.00534334 0.0106879 0.0162341 -4.09117e-05 -0.00075146 -0.00147209 -0.00214832 0.00281815 0.016133 0.030453 -0.00247506 0.000882618 0.00197398 0.00235328 -7.43955e-06 -0.000127748 0.000188055 -0.000687129 0.000274799 -0.000628308 0.000361627 0.000567358 0.00332306 internal_weight=1.33068e+06 415396 407366 18470 388896 5307 8030 1662 759 411 915285 41177 24785 19019 1174 149 86 17845 1025 13578 12434 874108 541107 333001 30029 302972 26574 276398 12600 3113 internal_count=1330681 415396 407366 18470 388896 5307 8030 1662 759 411 915285 41177 24785 19019 1174 149 86 17845 1025 13578 12434 874108 541107 333001 30029 302972 26574 276398 12600 3113 cat_boundaries=0 1 2 3 cat_threshold=4618 1323 120 is_linear=0 shrinkage=0.05 Tree=1170 num_leaves=31 num_cat=2 split_feature=16 18 30 95 69 136 79 17 115 136 22 31 23 22 43 36 19 4 124 36 32 111 38 53 21 28 28 39 15 54 split_gain=3.03426 12.4747 12.0028 9.98255 8.34394 8.60726 12.0569 8.06804 7.8678 7.83339 14.0964 8.60335 11.1653 8.96812 9.35478 10.1908 7.46196 10.4188 7.7519 6.96278 6.90457 7.0247 6.84691 6.73911 8.99274 6.72147 6.67803 9.65396 6.52643 6.45305 threshold=18.219999313354496 18.219999313354496 1022.7500000000001 -0.16824060678482053 304.86195373535162 0 16.535000801086429 20.524999618530277 -0.79332312941551197 1 6.1549999713897714 1025.7500000000002 6.4049999713897714 8.055000305175783 6.7500000000000009 11.250000000000002 11.775000095367433 11.150000095367433 -0.18222858756780622 9.9499998092651385 4.2500000000000009 0.6589876413345338 10.949999809265138 13.614999771118166 9.5450000762939471 1023.4500122070314 1017.0499877929689 10.550000190734865 1.435000002384186 11.805000305175783 decision_type=2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 -4 5 6 8 -1 16 10 -5 -12 -13 -14 -15 -16 17 18 -2 -7 -11 -22 26 24 -3 -23 -18 29 -9 -28 right_child=2 23 3 9 -6 19 -8 28 -10 20 11 12 13 14 15 -17 22 -19 -20 -21 21 25 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-7.462166310706624e-06 0.013596317722551425 -0.00037725729084955731 0.012619577529389886 0.036323073500876921 -0.0046592929549912421 -0.0090365781222460917 -0.0066440882868345243 -0.00076307209602259488 -0.0012349036276948604 0.0055318734829265187 0.000751566065546385 0.044315746316516941 -0.0042746251923040501 0.006094666589019148 0.04964506423721711 0.01374942787425143 -0.0075206912441277201 0.030617052002615015 0.0027722545083338043 -0.0013682328457420663 0.0021520751057552386 0.0028502017819861548 0.00081973718068569174 0.0032033740002933271 0.0036824236699887617 -0.0066809361908810247 -0.020339077012613418 0.030554036836006812 0.011005122372104477 0.012908221670012508 leaf_weight=1295908 219 5147 212 34 1489 304 508 194 1900 391 821 22 111 180 30 58 38 43 676 11275 668 242 2702 4356 1856 785 20 63 300 54 leaf_count=1295908 219 5147 212 34 1489 304 508 194 1900 391 821 22 111 180 30 58 38 43 676 11275 668 242 2702 4356 1856 785 20 63 300 54 internal_value=-5.51071e-07 9.42829e-06 -0.000571819 0.00209833 -0.00106374 -0.000763003 0.000736558 -5.02682e-06 0.0013939 0.00143091 0.00453108 0.0036836 0.00968659 0.00767645 0.0126263 0.0259866 0.00270314 0.00657588 0.00542082 -0.00156821 -0.000455266 -0.00183906 0.0014405 0.00165919 0.000698677 -0.00443504 0.011025 0.0161691 0.0063836 0.00392247 internal_weight=1.33061e+06 1.30776e+06 22845 3554 19291 17802 6223 1.2964e+06 5715 3342 1256 1222 401 379 268 88 3815 938 895 11579 2086 1695 2877 11359 7003 1027 175 137 494 74 internal_count=1330606 1307761 22845 3554 19291 17802 6223 1296402 5715 3342 1256 1222 401 379 268 88 3815 938 895 11579 2086 1695 2877 11359 7003 1027 175 137 494 74 cat_boundaries=0 1 2 cat_threshold=4886 5658 is_linear=0 shrinkage=0.05 Tree=1171 num_leaves=31 num_cat=1 split_feature=16 17 29 15 18 109 19 12 28 107 23 37 17 95 18 136 15 17 12 22 125 20 12 13 17 17 37 34 16 1 split_gain=2.73842 11.6129 11.7537 11.567 11.2584 8.01871 7.66804 7.65375 9.44124 8.54606 7.56993 7.48191 7.28141 6.95576 6.68689 6.14414 8.20194 6.2705 6.21432 6.20574 7.71451 5.98259 5.94239 5.92589 5.74272 5.68253 7.10096 11.4304 7.73444 5.61851 threshold=18.219999313354496 16.335000038146976 1022.5499877929689 2.7050000429153447 18.219999313354496 0.58193382620811474 9.5450000762939471 1.5850000381469729 1021.1499938964845 -0.92507296800613392 10.835000038146974 13.550000190734865 20.524999618530277 0.055834788829088218 20.524999618530277 0 2.3549998998641972 12.699999809265138 4.4749999046325692 7.2950000762939462 -0.79332312941551197 9.3949999809265154 1.9950000047683718 3.0949999094009404 8.7100000381469744 18.219999313354496 16.150000572204593 12.949999809265138 20.524999618530277 35.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 6 7 12 10 21 8 -3 -9 -5 -10 -1 -4 -6 17 -17 19 24 20 -8 -2 -14 -11 -18 -7 27 -27 -28 -25 right_child=1 3 13 5 14 25 15 9 11 23 -12 -13 22 -15 -16 16 18 -19 -20 -21 -22 -23 -24 29 -26 26 28 -29 -30 -31 leaf_value=-7.0890575152607055e-06 -0.0040268369109635179 -0.0012040035032350163 0.016876776209273549 -0.0058523467231462699 0.0013030999008746273 -0.0032349112298106775 0.017777176702805663 0.0010354371375649073 0.010391298082145886 -0.0039670424111372784 0.0045481223385877454 -0.00035217248513582527 0.0014071555370919226 0.0046275800474276062 0.0069645667379956422 0.0012000788605839175 0.016390635449439288 0.0066990313908467424 0.011073401970609737 -0.003051256644733942 0.0018409154647938326 0.019809290004411229 0.01252160412644639 0.010088110956778772 -0.0081426224415862142 0.0022560158818375449 0.0019450118738369875 0.010783022293632516 -0.017006915070623446 -0.0012710246078713331 leaf_weight=1295908 1052 3936 135 594 10811 328 93 1228 342 6452 248 308 287 819 548 2100 25 834 52 509 414 27 207 132 520 1256 169 572 79 621 leaf_count=1295908 1052 3936 135 594 10811 328 93 1228 342 6452 248 308 287 819 548 2100 25 834 52 509 414 27 207 132 520 1256 169 572 79 621 internal_value=-5.23517e-07 -0.000543228 0.00122916 -0.00126025 8.95688e-06 0.0014101 0.000358962 -0.00192604 -0.000282077 -0.00282005 -0.00278903 0.00530055 -4.77548e-06 0.00636096 0.00157623 0.00125817 -0.000269086 0.00346738 -0.00544151 0.000848747 0.00476413 -0.00343038 0.00606442 -0.00347717 -0.00701724 0.00288085 0.00384711 0.0049242 -0.00409209 0.000720218 internal_weight=1.33061e+06 22845 6580 16265 1.30776e+06 3246 5626 13019 4586 8433 842 650 1.2964e+06 954 11359 4547 2697 1850 597 1016 507 1079 494 7205 545 2404 2076 1828 248 753 internal_count=1330606 22845 6580 16265 1307761 3246 5626 13019 4586 8433 842 650 1296402 954 11359 4547 2697 1850 597 1016 507 1079 494 7205 545 2404 2076 1828 248 753 cat_boundaries=0 1 cat_threshold=6812 is_linear=0 shrinkage=0.05 Tree=1172 num_leaves=31 num_cat=1 split_feature=12 136 123 43 3 6 4 121 28 110 123 23 29 131 120 21 76 78 104 36 39 53 58 38 114 81 94 124 39 67 split_gain=2.80862 4.96851 5.36683 5.10701 5.64021 6.10383 6.60727 4.96648 4.80937 5.602 4.61283 4.5743 5.08354 4.53854 5.20104 4.40289 4.07606 6.78899 5.47076 5.21335 4.59965 5.18323 4.2115 4.00633 3.89661 3.94616 3.79969 3.70349 3.5772 3.53025 threshold=5.5950000286102304 0 0.78257837891578685 6.8500001430511483 153.50000000000003 15.449999809265138 5.2500000000000009 -0.77159520983695973 1010.1499938964845 0.27137514948844915 -0.77159520983695973 8.8850002288818377 1015.7500000000001 206.50000000000003 -0.71322327852249134 8.6549997329711932 24.355000495910648 12.425000190734865 -0.98093110322952259 10.34999990463257 13.250000000000002 122.12500000000001 275.98037719726568 11.150000095367433 -0.80382624268531788 281.71356201171881 0.29475735127925878 -0.82409480214118946 11.550000190734865 33.954999923706062 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 2 13 7 5 6 -5 8 10 -10 -3 -11 -13 14 24 -16 17 19 -18 -17 21 -20 -19 -21 25 -2 -6 28 -28 -1 right_child=1 3 -4 4 26 -7 -8 -9 9 11 -12 12 -14 -15 15 16 18 22 20 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-1.6268777476364306e-05 -0.0072081879397735363 0.029187752851285043 -0.0220630004309657 0.015518439270902512 0.0083144835315835785 0.022591860336916791 -0.0080656256458799657 0.00018296492927388669 -0.0091692036473164894 -0.0052761778653580317 0.0074092629696092304 0.0053514067459492446 0.026220940206613808 -0.01756774652032898 -0.0068350187683787192 0.018129890300578586 0.017627245402111424 -0.028068645380969561 0.013011899262504734 -0.014442838189192118 0.0088032891474595469 -0.0054880769226741417 -0.006775161418793859 0.0011039962659061748 0.0045075616040439522 -0.021550480291868249 -0.0028711183050360821 -0.0042290101946844154 -0.01865324390217148 0.00033964866342377329 leaf_weight=1252766 239 40 38 43 39 35 96 1485 68 49 62 83 45 52 247 38 63 35 46 50 149 214 69 242 54 60 52 258 116 73773 leaf_count=1252766 239 40 38 43 39 35 96 1485 68 49 62 83 45 52 247 38 63 35 46 50 149 214 69 242 54 60 52 258 116 73773 internal_value=-4.97341e-07 -0.00131244 -0.00347582 9.85375e-05 -0.0037499 0.00392936 -0.000769836 0.00144141 0.00682696 0.00302886 0.0159498 0.00771512 0.0126884 -0.00304478 -0.00254333 -0.000917495 0.000695781 -0.00280168 0.00391166 0.000708973 0.001799 -0.002215 -0.0139412 -0.00155813 -0.00785376 -0.0100862 -0.00662343 -0.00799098 -0.0137683 3.52491e-06 internal_weight=1.33061e+06 4067 1596 2471 639 174 139 1832 347 245 102 177 128 1558 1506 1153 906 434 472 330 409 260 104 292 353 299 465 426 168 1.32654e+06 internal_count=1330606 4067 1596 2471 639 174 139 1832 347 245 102 177 128 1558 1506 1153 906 434 472 330 409 260 104 292 353 299 465 426 168 1326539 cat_boundaries=0 1 cat_threshold=3714 is_linear=0 shrinkage=0.05 Tree=1173 num_leaves=31 num_cat=0 split_feature=34 35 123 9 101 6 27 36 78 20 33 67 1 112 42 28 113 52 30 12 124 76 108 111 63 31 16 36 95 39 split_gain=2.60924 10.7101 20.0158 14.2928 11.8225 12.4814 9.79224 9.4119 10.3518 10.7856 8.56855 10.9131 11.5481 10.4856 9.23437 10.3391 8.63492 8.58046 8.45232 8.24381 10.9525 10.5622 10.3139 15.8198 12.1734 14.7201 9.60736 11.9398 10.1062 8.67608 threshold=10.550000190734865 10.150000095367433 -0.50751903653144825 12.84999990463257 0.43029902875423437 7.4500000476837167 189.50000000000003 9.6500000953674334 42.024999618530281 5.8750000000000009 9.2500000000000018 48.094999313354499 138.50000000000003 -1.0000000180025095e-35 7.7500000000000009 1031.9500122070315 -0.35019405186176294 25.224999427795414 1010.5499877929689 4.6349999904632577 0.44618082046508795 14.204999923706056 -0.9747985005378722 -0.84513789415359486 0.43134368956089025 1006.4500122070314 15.405000209808351 14.34999990463257 -0.090098034590482698 11.050000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 3 -3 5 -5 -4 8 -2 -10 19 12 13 -12 16 17 -14 -16 -6 21 26 -1 -23 24 25 -24 27 28 -21 -22 right_child=7 2 6 4 18 -7 -8 -9 9 -11 11 -13 14 -15 15 -17 -18 -19 -20 20 29 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=7.6837947218851081e-05 -0.0026238265704397021 0.0014024427952561793 -0.0064096884928100438 0.036263445081810161 0.011861399230573215 0.0090235023465048535 9.0078600970072088e-05 -2.3887635978487901e-05 0.0097897080116918396 -0.00070458210097166683 0.00052076049874712671 0.0023481184596369324 -0.001338757454137831 0.0104809552399764 0.00064435408336287116 0.035969893297269233 -0.0055376906827488371 0.033471974283456801 0.0025166246524210532 0.011133290956495331 0.0056362256720513121 -0.0069906340224531894 0.053164171613752843 0.0013377740889189279 0.0056457814430257757 0.013905939790489886 -0.00015926429256720375 0.029291779672106107 -0.010004877352275244 -0.0021815176539557628 leaf_weight=162384 6211 17762 591 45 269 642 29687 1045618 355 789 8235 2912 29721 273 4210 21 1277 20 2409 60 561 348 30 12954 527 117 609 21 982 966 leaf_count=162384 6211 17762 591 45 269 642 29687 1045618 355 789 8235 2912 29721 273 4210 21 1277 20 2409 60 561 348 30 12954 527 117 609 21 982 966 internal_value=-4.72474e-07 0.000135884 0.000787364 0.0019685 0.00495638 0.0108078 -3.67912e-05 -3.6425e-05 -0.00181878 0.00255195 -1.21498e-05 -0.000615737 -0.000812979 0.000840358 -0.00121204 0.000973309 -0.00151174 0.000799567 0.00345529 0.000144728 -0.00237077 0.000190357 0.0015093 0.00172636 0.00919473 0.0219178 -0.00516666 -0.00803543 -0.00878771 0.00069062 internal_weight=1.33061e+06 277633 51405 21127 3365 687 30278 1.05297e+06 7355 1144 226228 46669 43757 8508 35249 4251 30998 4230 2678 179559 3199 176360 13976 13628 674 147 1672 1063 1042 1527 internal_count=1330606 277633 51405 21127 3365 687 30278 1052973 7355 1144 226228 46669 43757 8508 35249 4251 30998 4230 2678 179559 3199 176360 13976 13628 674 147 1672 1063 1042 1527 is_linear=0 shrinkage=0.05 Tree=1174 num_leaves=31 num_cat=1 split_feature=12 136 123 43 10 1 22 1 128 8 63 131 120 21 88 123 106 114 31 23 68 20 15 24 24 29 30 31 104 34 split_gain=2.52334 4.41268 4.85589 4.6025 5.14833 8.95829 5.85669 4.62645 4.71415 6.20734 5.36426 4.07501 4.63842 3.96529 3.93768 3.87294 3.78224 3.52628 3.72219 3.79745 3.60203 3.50523 4.25481 6.619 4.16316 4.17658 3.60617 7.96992 3.47176 5.49394 threshold=5.5950000286102304 0 0.78257837891578685 6.8500001430511483 20.250000000000004 159.50000000000003 13.09500026702881 159.50000000000003 329.50000000000006 9.3499999046325701 0.78011444211006176 206.50000000000003 -0.71322327852249134 8.6549997329711932 -0.99372515082359303 0.36648726463317877 -0.98943713307380665 -0.80382624268531788 1014.9500122070314 8.2650003433227557 281.95771789550787 10.805000305175783 4.4149999618530282 299.50000000000006 307.50000000000006 1008.9500122070314 1014.6499938964845 1004.7500000000001 -0.98289638757705677 11.949999809265138 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 11 7 6 -6 21 8 9 10 -3 12 17 -14 -9 16 -15 18 20 -20 -2 24 23 -23 25 -5 27 -24 29 -18 right_child=1 3 -4 4 5 -7 -8 14 -10 -11 -12 -13 13 15 -16 -17 28 -19 19 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=3.3636498999367614e-06 -0.0079571030556126656 0.0072642299302714767 -0.02096287577265972 -0.0052340163617688971 0.029835287506381671 -0.0071596905382143132 0.018095191328141552 -0.0082563365152590485 0.018772492308169603 -0.0084864050558831547 -0.0087007564351599866 -0.01663395859829437 -0.0064778230528192609 -0.0080400320896229071 0.0037033987730439553 -0.0082642714741039229 0.028722883417140112 0.0043468244582914786 0.017439457709856689 -0.0066878475067014363 -0.021514208847081957 0.013562833446715224 -0.015440308148067239 -0.012714831110622202 0.0044192673149518668 -0.019166537356232444 -0.013189231209421101 0.017604737920132844 0.0020024057664904189 -0.0016044146647410736 leaf_weight=1326539 124 171 38 95 30 36 26 73 25 284 76 52 247 86 1203 107 32 54 21 73 81 76 36 35 40 124 104 37 653 28 leaf_count=1326539 124 171 38 95 30 36 26 73 25 284 76 52 247 86 1203 107 32 54 21 73 81 76 36 35 40 124 104 37 653 28 internal_value=-4.48851e-07 -0.00124398 -0.00328276 8.57916e-05 -0.00356765 0.00965621 -0.00509081 0.00136058 -0.00244586 -0.00344485 0.00235193 -0.0028726 -0.00239744 -0.000862066 0.00301918 0.00066894 0.00186525 -0.00741243 -0.00953617 -0.0012977 -0.0133138 -0.00619289 -0.00239722 0.00527708 -0.0104136 -0.0131227 -0.00720992 0.00130855 0.00306 0.0145701 internal_weight=1.33061e+06 4067 1596 2471 639 66 573 1832 556 531 247 1558 1506 1153 1276 906 799 353 299 94 205 547 288 111 259 219 177 73 713 60 internal_count=1330606 4067 1596 2471 639 66 573 1832 556 531 247 1558 1506 1153 1276 906 799 353 299 94 205 547 288 111 259 219 177 73 713 60 cat_boundaries=0 1 cat_threshold=3714 is_linear=0 shrinkage=0.05 Tree=1175 num_leaves=31 num_cat=1 split_feature=15 75 136 39 19 18 79 28 36 33 29 27 125 17 30 31 35 35 40 122 18 22 27 23 34 37 36 122 97 28 split_gain=2.72737 7.02804 8.73054 8.50611 6.69272 5.50023 5.03513 5.44603 5.52679 13.0764 9.94171 9.45732 7.82145 5.94692 6.22668 10.4384 8.99975 5.54382 5.49936 5.47203 5.4406 6.81185 5.27924 5.11609 5.01765 5.75229 4.7917 4.64359 9.34231 6.92687 threshold=4.9649999141693124 0.85668620467185985 0 10.550000190734865 11.269999980926515 15.405000209808351 37.764999389648445 1023.5499877929689 12.449999809265138 12.949999809265138 1009.8500061035157 295.50000000000006 -0.98624804615974415 17.029999732971195 1013.8500061035157 1007.4500122070314 11.949999809265138 12.650000095367433 12.750000000000002 0.50751903653144848 12.699999809265138 7.8150000572204599 267.50000000000006 8.4449996948242205 11.84999990463257 12.550000190734865 11.949999809265138 0.26722820103168493 -0.8351706564426421 1000.4500122070314 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 -2 -5 7 8 9 12 17 13 -4 14 15 19 -17 -11 22 23 21 -13 -16 -10 25 -8 -26 29 -29 -14 right_child=1 -3 6 5 -6 -7 24 -9 11 10 -12 20 27 -15 18 16 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=1.3061015730197122e-05 0.029804347814836853 0.001150669708145403 0.0097587442319828216 -0.0087813989229108338 -0.0021721907438606853 -0.0023508865748722617 -0.0034873156852557653 -0.0048489627434331328 -0.018897828124763986 0.0076344900897571026 0.0026841297742176916 0.015502944201386225 -0.0083655921914032663 0.0013454796044502526 -0.01997847696147801 0.02645671986974776 0.0015164204066393863 0.037990373180067732 0.0020127094156729679 0.011289056488061073 0.0052731576930952788 -0.011349879413935449 -0.0081687962527312447 -0.0049739649488553736 0.0020685047236641487 0.011066580943045128 -0.011486343574774526 0.0079862959893944215 -0.0074348694047326044 0.0026126959961678734 leaf_weight=1319369 30 3297 233 774 36 583 373 572 93 21 66 30 160 435 128 47 157 53 93 37 603 111 363 227 83 83 304 128 422 1409 leaf_count=1319369 30 3297 233 774 36 583 373 572 93 21 66 30 160 435 128 47 157 53 93 37 603 111 363 227 83 83 304 128 422 1409 internal_value=6.53862e-06 -0.000779276 -0.00161061 -0.0051301 0.0123626 -0.0060187 -0.000797335 -0.000236407 0.000311429 0.00194714 0.0167926 -0.00144253 0.00106348 -0.00363127 -0.005522 -0.00175998 0.00726247 0.0293759 -0.00913585 -0.00691567 0.0032056 -0.00563651 -0.0112475 -0.00902059 -0.00439194 -0.000838251 -0.00857923 0.000107374 -0.00384594 0.00149318 internal_weight=1.33032e+06 10951 7654 1423 66 1357 6231 5388 4816 2492 140 2324 2352 1580 1145 561 204 74 584 357 744 141 491 320 843 456 387 2119 550 1569 internal_count=1330320 10951 7654 1423 66 1357 6231 5388 4816 2492 140 2324 2352 1580 1145 561 204 74 584 357 744 141 491 320 843 456 387 2119 550 1569 cat_boundaries=0 1 cat_threshold=6662 is_linear=0 shrinkage=0.05 Tree=1176 num_leaves=31 num_cat=2 split_feature=80 88 19 79 63 126 28 5 78 135 133 136 23 135 136 110 29 35 32 53 21 29 82 35 122 31 29 31 8 29 split_gain=2.70861 5.97721 6.14482 5.51733 5.27559 5.10658 5.51848 12.9731 12.1176 4.99081 4.76897 7.92505 4.79058 5.25709 4.32002 5.31273 4.66011 4.37012 4.43968 8.06062 12.7449 9.07932 9.05305 7.60004 6.33041 5.28612 7.7992 8.24595 7.58443 7.41344 threshold=318.90806579589849 -0.86774861812591542 12.699999809265138 2.4850000143051152 0.83139032125473034 0.97988739609718334 1015.7500000000001 6.8500001430511483 18.654999732971195 1021.5499877929689 1016.8500061035157 0 5.7650001049041757 1018.2500000000001 1 -0.10978919640183447 1015.0499877929689 5.8500001430511483 8.1500000953674334 4.0050001144409189 6.3949999809265146 1018.9500122070314 328.67181396484381 8.5500001907348651 -0.30069434642791742 1023.6499938964845 1020.4500122070314 1019.4500122070314 8.4499998092651385 1015.7500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 9 -4 5 -5 7 -7 -9 10 -2 12 -12 -14 15 16 -3 -17 19 -19 22 23 -21 -22 -25 26 27 29 -28 -20 right_child=1 14 3 4 -6 6 -8 8 -10 -11 11 -13 13 -15 -16 17 -18 18 25 20 21 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=2.5503042927705342e-05 -0.00039981120324278623 0.033626300768545746 0.0011123568863058472 -0.002404177669850785 -0.0063008484304763321 -0.0062902006442132202 0.00029321695730434377 0.05002774668767327 0.00083638815475361701 -0.0097648292453751707 0.0039459734830368113 -0.0010937269382360595 0.033273906144830917 0.010230043662754311 -0.00084680926700619798 -0.0095156547459571278 0.0037326761637814345 -0.0023054691152055821 -0.00018802300501973986 0.013784664189990829 0.0035664753108094003 -0.0002320074843236183 0.054401063263092353 0.037763314849049184 0.0079343278314275983 -0.0018047911071936648 0.00016105656158297635 -0.0023324181682646545 0.0044102800391013696 0.0013049126069730476 leaf_weight=1239683 20699 22 1314 6563 776 46 627 31 21 140 76 241 45 55 11322 115 32 315 24624 34 73 283 23 46 29 3132 2021 3191 2186 12555 leaf_count=1239683 20699 22 1314 6563 776 46 627 31 21 140 76 241 45 55 11322 115 32 315 24624 34 73 283 23 46 29 3132 2021 3191 2186 12555 internal_value=6.21168e-06 -0.000257645 -0.00082591 -0.00189204 -0.00238159 -0.00196428 0.00201782 0.0130518 0.030162 -0.000355543 -0.000293159 0.00500083 0.0126875 0.0205998 3.2478e-05 0.000237104 0.0159116 0.000219746 0.000242824 0.00392974 0.00795452 0.00501602 0.0301737 0.0150511 0.0262294 0.000180769 0.000320275 0.000106776 0.002369 0.000316127 internal_weight=1.33032e+06 90637 30634 9378 8064 7288 725 98 52 21256 21116 417 176 100 60003 48681 54 48627 48512 803 488 431 57 148 75 47709 44577 40370 4207 37179 internal_count=1330320 90637 30634 9378 8064 7288 725 98 52 21256 21116 417 176 100 60003 48681 54 48627 48512 803 488 431 57 148 75 47709 44577 40370 4207 37179 cat_boundaries=0 1 2 cat_threshold=128 1428 is_linear=0 shrinkage=0.05 Tree=1177 num_leaves=31 num_cat=2 split_feature=80 112 134 129 136 83 78 79 76 67 35 80 28 62 120 38 111 52 38 28 106 23 31 136 11 4 67 23 35 35 split_gain=2.49986 8.72259 5.93869 7.09113 5.85414 8.36199 9.43611 7.80939 9.42397 11.4642 7.42289 7.03126 6.88837 11.4677 8.77726 7.07891 6.88312 6.67712 11.7689 9.58739 8.93005 7.91919 7.4491 7.482 9.73587 7.19535 7.12305 6.67573 6.64704 6.64487 threshold=313.04330444335943 -0.88697704672813404 1023.8500061035157 332.50000000000006 0 317.95202636718756 10.635000228881838 8.6050000190734881 7.1250000000000009 14.925000190734865 12.650000095367433 326.70971679687506 1020.8500061035157 0.67503944039344799 -0.061046212911605828 13.650000095367433 0.84043759107589733 0.87500000000000011 11.750000000000002 1020.7500000000001 -0.6405031383037566 4.6449999809265146 1023.8500061035157 1 3.0499999523162846 5.1499998569488534 10.204999923706056 5.5650000572204599 8.6500000953674334 12.250000000000002 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=-1 -2 3 4 7 -6 29 8 -3 10 27 16 -11 14 15 -14 -8 21 26 -20 -21 -9 23 -23 25 -25 -19 -10 -28 -7 right_child=1 2 -4 -5 5 6 11 17 9 12 -12 -13 13 -15 -16 -17 -18 18 19 20 -22 22 -24 24 -26 -27 28 -29 -30 -31 leaf_value=3.0737904519737553e-05 -0.0011729854106622547 3.6710704450850788e-05 -0.0065265609233227384 0.0021145990321041696 -0.00092206509172825771 -0.0046812133184353675 0.00079565231146126009 0.011153148141664331 -0.0034708605865535827 0.004632054922433849 0.0031638433852578581 -0.00052499953551876307 0.026611016527749599 0.0040419070266782204 0.01151910834907465 0.061347633073601172 0.0034971820844960028 0.0026346196855311279 -0.00011053175933109207 -7.9612446949369191e-06 -0.0060548155250625506 -0.0033622329369445234 -0.0081665422102431551 -0.00085862780070862011 0.00058638854948670025 -0.0078462811117654182 -0.0030313080845576039 0.0014383256985509652 0.00097884706870140972 -0.0006823774790948176 leaf_weight=1175905 19456 8917 352 3769 36525 1278 12425 129 982 566 4128 7937 55 144 73 20 2910 6195 19095 1084 1398 2621 382 847 6286 652 1210 2349 7078 5552 leaf_count=1175905 19456 8917 352 3769 36525 1278 12425 129 982 566 4128 7937 55 144 73 20 2910 6195 19095 1084 1398 2621 382 847 6286 652 1210 2349 7078 5552 internal_value=5.90037e-06 -0.000183243 -4.05595e-05 -2.35985e-05 -8.51927e-05 -0.00041349 0.000203465 0.000255481 0.0011659 0.00237656 0.00174696 0.000683047 0.00784992 0.0140873 0.0238612 0.0358741 0.0013083 -7.84616e-05 0.000249529 -0.000490516 -0.00341388 -0.00116185 -0.00130911 -0.00105737 -0.000276715 -0.00389795 0.00135206 -8.93366e-06 0.000393388 -0.00143062 internal_weight=1.33032e+06 154415 134959 134607 130838 66627 30102 64211 17234 8317 7459 23272 858 292 148 75 15335 46977 36060 21577 2482 10917 10788 10406 7785 1499 14483 3331 8288 6830 internal_count=1330320 154415 134959 134607 130838 66627 30102 64211 17234 8317 7459 23272 858 292 148 75 15335 46977 36060 21577 2482 10917 10788 10406 7785 1499 14483 3331 8288 6830 cat_boundaries=0 1 2 cat_threshold=1174 16 is_linear=0 shrinkage=0.05 Tree=1178 num_leaves=31 num_cat=1 split_feature=77 38 35 29 21 40 37 61 55 30 28 56 63 136 65 112 19 123 32 56 73 79 35 103 29 126 75 121 38 122 split_gain=2.52966 8.61992 11.1026 14.2309 8.07208 10.1699 9.58335 7.98153 8.38795 7.77855 10.3888 7.70258 7.64303 7.29583 9.70453 7.87807 7.69405 8.43611 9.08372 8.56588 8.25025 10.6949 8.24819 7.08894 6.95244 7.71003 6.90053 12.1694 10.451 8.40622 threshold=32.885000228881843 16.849999427795414 16.650000572204593 1014.6499938964845 7.0950000286102304 0.45000000298023229 14.550000190734865 0.40630781650543218 3.6049998998641972 1016.0499877929689 1010.9500122070314 328.27919006347662 0.56610873341560375 0 22.195000648498539 -0.99809679388999928 14.550000190734865 0.68832838535308849 11.34999990463257 254.01362609863284 0.71045580506324779 16.714999198913578 15.750000000000002 0.44821473956108099 1024.350036621094 0.43049471080303198 0.74259433150291454 0.2503704726696015 12.34999990463257 0.38266885280609136 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 5 6 24 8 -7 10 -8 -10 -12 -6 -15 -16 17 20 -19 -20 21 -17 -18 -11 26 -26 28 -28 29 -2 right_child=1 -3 3 -5 13 7 9 -9 11 23 12 -13 -14 14 15 16 22 18 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=1.8265196616741879e-05 0.0018992538140948135 -0.0051848967911184325 0.0059435312857669667 0.045438575405361399 -0.0041032746935765248 -0.0046519047891531422 -0.0079053537042664355 -0.0082781657808924623 0.0030383736422826312 0.0039101429752190593 -0.00091523948840295196 0.033095152352167215 0.012081395527853291 0.0079342040552158547 -0.0060825469484222482 0.035809797379705646 -0.0017126397681744316 -0.0063245934927288229 0.043459672645172656 0.0098760325640310041 0.0011300139443583201 0.0060494187170948418 0.02143528148985635 -0.012476991455469637 0.025688638976878592 0.0037569445704365699 -0.0016051915651538592 0.0055549566234890995 -0.0017672971088068706 -0.0059486388938950925 leaf_weight=1286924 7280 910 123 28 766 675 530 779 291 80 919 23 129 471 423 36 2906 34 34 43 10012 187 39 377 45 366 11404 626 3502 358 leaf_count=1286924 7280 910 123 28 766 675 530 779 291 80 919 23 129 471 423 36 2906 34 34 43 10012 187 39 377 45 366 11404 626 3502 358 internal_value=5.60409e-06 -0.000369866 -0.000266733 0.0132671 -0.000315006 -0.000825158 -0.000572015 -0.00449286 -0.0015113 -0.00386411 -0.00220053 0.00523998 0.000684537 0.00061938 0.000876681 0.000634934 0.000848725 0.00149056 0.0152006 0.0247052 0.00134188 0.0108538 -0.0014061 -0.00960835 -0.000287914 0.00615822 -0.000402258 -0.0012326 0.000494424 0.00153142 internal_weight=1.33032e+06 43396 42486 151 42335 27384 25616 1768 989 2035 1578 314 1048 14951 14185 13714 13291 10346 111 77 10235 223 2945 457 23581 411 23170 12030 11140 7638 internal_count=1330320 43396 42486 151 42335 27384 25616 1768 989 2035 1578 314 1048 14951 14185 13714 13291 10346 111 77 10235 223 2945 457 23581 411 23170 12030 11140 7638 cat_boundaries=0 1 cat_threshold=96 is_linear=0 shrinkage=0.05 Tree=1179 num_leaves=31 num_cat=5 split_feature=18 118 136 29 109 37 115 120 39 29 25 136 35 136 31 26 34 9 8 124 120 119 32 132 136 126 13 37 118 136 split_gain=2.46206 8.39529 18.348 10.3561 8.55607 12.2683 10.1038 10.1211 8.77656 9.61189 8.88639 8.39721 8.90587 12.8398 21.3863 7.95811 7.8656 8.60134 9.11619 7.85902 7.45138 8.17884 7.43665 7.08703 7.87457 10.4308 11.1454 8.82412 6.6554 6.52686 threshold=6.9049999713897714 -0.70088258385658253 0 1014.3500061035157 -0.77216649055480946 12.750000000000002 -0.9914070963859557 0.56638467311859142 11.550000190734865 1015.6499938964845 185.50000000000003 1 14.449999809265138 2 1021.3500061035157 229.50000000000003 13.150000095367433 2.8500000238418584 13.550000190734865 0.30069434642791754 -0.89490029215812672 0.11319890245795251 12.34999990463257 1016.4500122070314 3 -0.0087262028828264185 1.3350000381469729 21.650000572204593 -0.36648726463317866 4 decision_type=2 2 1 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 left_child=1 2 4 23 5 8 7 -6 9 -1 -11 -5 16 14 -14 -15 17 -13 22 -8 21 -4 28 24 25 26 -3 -27 -19 -30 right_child=-2 3 20 11 6 -7 19 -9 -10 10 -12 12 13 15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=-0.001699976070627007 -1.6046913263531953e-05 -0.00021805032420966599 0.0027415170821107251 -0.00041501756472254038 0.016076554383858795 0.0098102039725742156 0.0089836171956148552 0.055998260943451894 -0.010785356132435569 0.047994748785138312 0.0025225408925590191 0.0035363699427131516 0.0052416498647687888 -0.00843614227358838 0.041767404119415985 0.0016383003813533255 -0.00081911424079347372 0.0093371015799435225 0.0026709894127466844 -0.0047150652413651094 -0.00033336068457895298 0.028757968067151047 0.0018733270772940671 0.0043067658153143817 -0.0011131089233315681 0.00090430941915101116 -0.0039689670302553489 0.018571736363851479 0.00054415791812658623 -0.0015799351834028556 leaf_weight=172 1210818 10108 88 15855 77 291 929 20 210 21 22 2890 1777 201 41 7917 8086 174 4525 118 3636 46 4865 794 24219 15431 2463 71 7352 7103 leaf_count=172 1210818 10108 88 15855 77 291 929 20 210 21 22 2890 1777 201 41 7917 8086 174 4525 118 3636 46 4865 794 24219 15431 2463 71 7352 7103 internal_value=5.32234e-06 0.00022184 0.00210659 0.000128655 0.00615406 0.00190061 0.00886998 0.0243078 -0.00351514 0.003586 0.0247299 0.000574257 0.000923233 0.00224453 0.00603221 0.00138715 0.000548346 0.00095926 0.000649179 0.00743974 9.31271e-05 0.0116725 0.000179871 -0.00038158 -0.000452768 0.000117273 -0.000952957 0.000985227 -0.000383303 -0.000500311 internal_weight=1.33032e+06 119502 5630 113872 1860 716 1144 97 425 215 43 60786 44931 9936 1818 8118 34995 26909 24019 1047 3770 134 19494 53086 52292 28073 12571 15502 14629 14455 internal_count=1330320 119502 5630 113872 1860 716 1144 97 425 215 43 60786 44931 9936 1818 8118 34995 26909 24019 1047 3770 134 19494 53086 52292 28073 12571 15502 14629 14455 cat_boundaries=0 1 2 3 4 5 cat_threshold=102 1072 390 7702 583 is_linear=0 shrinkage=0.05 Tree=1180 num_leaves=31 num_cat=2 split_feature=52 54 20 12 15 31 36 12 67 136 110 73 126 99 136 83 77 39 62 122 84 29 110 122 3 39 52 13 20 73 split_gain=3.73079 5.72062 8.98716 9.63587 9.76219 9.16972 8.94684 11.6544 12.2668 9.25409 10.2426 10.1805 8.8308 8.67808 11.7429 8.14542 13.606 12.8523 18.5701 12.3165 9.42082 7.97093 11.2109 7.47668 8.83816 8.44959 7.4401 6.94513 7.45981 6.94506 threshold=52.460000991821296 36.924999237060554 7.0750000476837167 2.1550000905990605 2.8249999284744267 1011.7500000000001 13.750000000000002 2.8549998998641972 14.50500011444092 0 -0.61962181329727162 0.55988383293151867 0.71322327852249157 -0.94026067852973927 1 296.23667907714849 7.9749999046325692 13.550000190734865 0.87774488329887401 -0.55191597342491139 0.74250411987304699 1023.9500122070314 0.086920365691185011 0.23343648016452792 147.50000000000003 11.34999990463257 33.194999694824226 4.4849998950958261 8.6549997329711932 0.8672119975090028 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 26 13 4 21 12 7 8 -7 11 29 -10 27 23 -15 16 17 -13 -19 20 -17 -4 -23 -3 -25 -26 -1 28 -5 -11 right_child=-2 2 3 5 -6 6 -8 -9 9 10 -12 15 -14 14 -16 19 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-7.5692729264132927e-06 0.00042068742187189261 -0.0044640010245881141 -0.00020522060803131073 0.0019974385469303936 0.0089101423036607782 -0.0024111669705586666 -0.0030042779899889399 -0.0022408477016841034 0.0248295545469903 0.0078349609123590912 -0.0015209262243425312 0.0039297328125433746 0.00586271277169756 0.0092415088616546095 0.0010603431599302791 0.035836336912738312 -0.0037732474892219151 0.0059626405812142529 0.064134234481531646 0.002451440054822689 0.0097672254388389609 0.036962634347559468 0.0051190598478869486 -0.0058021622959291566 0.02871105064290996 0.0051521484870463612 0.001078433841399573 -0.0085340097627211436 -0.0027120331645335452 0.038950987850231211 leaf_weight=1228455 52041 733 2715 2477 404 2435 7708 8042 56 97 1957 370 730 673 1253 37 778 34 23 1112 547 31 255 125 51 150 15976 231 1273 22 leaf_count=1228455 52041 733 2715 2477 404 2435 7708 8042 56 97 1957 370 730 673 1253 37 778 34 23 1112 547 31 255 125 51 150 15976 231 1273 22 internal_value=5.69924e-06 -1.11894e-05 -0.00064801 -0.000897744 0.00161343 -0.0012039 -0.00161199 -0.000920072 0.000502219 0.00191174 -0.000651745 0.00370115 0.0008074 0.00197349 0.00397257 0.00330605 0.000162848 0.00733447 0.0294354 0.00553928 0.0114189 0.000631132 0.00857064 -0.00166223 0.00463747 0.0111298 6.37283e-06 -0.000119598 0.00039873 0.0135875 internal_weight=1.33079e+06 1.27875e+06 34319 31334 3405 27929 23218 15510 7468 5033 2076 2957 4711 2985 1926 2901 1205 427 57 1696 584 3001 286 1059 326 201 1.24443e+06 3981 3750 119 internal_count=1330791 1278750 34319 31334 3405 27929 23218 15510 7468 5033 2076 2957 4711 2985 1926 2901 1205 427 57 1696 584 3001 286 1059 326 201 1244431 3981 3750 119 cat_boundaries=0 1 2 cat_threshold=1799 5634 is_linear=0 shrinkage=0.05 Tree=1181 num_leaves=31 num_cat=3 split_feature=52 12 67 120 20 136 74 65 78 121 80 11 136 33 121 22 52 30 29 120 12 127 7 31 68 0 136 125 35 12 split_gain=3.43438 6.8777 7.81598 5.81981 5.58 4.71483 5.00834 4.69017 10.7883 8.47713 12.4347 7.43341 7.3679 6.99207 9.09316 6.65487 7.75129 6.20794 6.34957 10.6798 8.81879 8.24195 7.68081 6.69531 10.0888 11.126 15.3173 10.2895 8.58129 8.71649 threshold=79.409999847412124 3.3850001096725468 28.195000648498539 -0.8338540494441985 8.5650000572204608 0 0.87784171104431163 43.135000228881843 21.435000419616703 -0.8338540494441985 214.24497222900393 8.4499998092651385 1 10.750000000000002 -0.95878320932388295 8.5150003433227557 43.135000228881843 1032.850036621094 1003.0499877929689 -0.25037047266960138 3.1350001096725468 0.11319890245795251 5.9500000476837167 1016.5499877929689 331.04524230957037 29.500000000000004 2 -0.84335932135581959 10.050000190734865 2.2549999952316289 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=7 4 3 5 -2 6 -3 -1 17 10 13 15 -13 -10 -15 16 -12 18 19 22 -21 23 -9 -20 25 -25 28 -28 -27 -30 right_child=1 2 -4 -5 -6 -7 -8 8 9 -11 11 12 -14 14 -16 -17 -18 -19 21 20 -22 -23 -24 24 -26 26 27 -29 29 -31 leaf_value=9.26497623060805e-06 0.0077771205762148382 -0.017676788951105075 0.00086568116154403594 -0.00063206109224837154 0.0017415872631459045 -0.0023989965905992514 -0.0028058037791910016 0.046822552484948016 -0.0046754631188672948 0.00042388362986930722 0.0045323445370623596 -0.01098157421279998 -0.0018661158601639282 0.042254697068804699 0.0053116546322902053 -0.0083964099515772741 0.037381210692581678 0.021471929640091703 -0.0052041886983583575 0.005236013510292771 -0.003615219533378641 -0.00089295796555545048 0.0091436753245560751 -0.0082273773763910669 0.032759296051448304 0.0027762750611798077 0.01985671410655061 0.0027895289999499443 0.028286122288554906 -0.0049661704786952143 leaf_weight=1268269 419 136 15107 7343 4451 515 97 21 37 18976 124 539 398 31 36 84 21 29 2751 553 573 7301 38 579 21 580 134 259 20 1349 leaf_count=1268269 419 136 15107 7343 4451 515 97 21 37 18976 124 539 398 31 36 84 21 29 2751 553 573 7301 38 579 21 580 134 259 20 1349 internal_value=5.41815e-06 0.000552635 0.000194023 -0.00106005 0.00226087 -0.0052616 -0.0110132 -6.37199e-06 -0.000581977 0.000159202 -0.00379561 -0.00527319 -0.00724681 0.0127704 0.0224047 0.00280226 0.00928977 -0.00163813 -0.0016854 0.00181834 0.000731789 -0.00200493 0.0225548 -0.00343098 -0.00177288 -0.00202115 -0.000486812 0.00839525 -0.00230904 -0.00448038 internal_weight=1.33079e+06 28068 23198 8091 4870 748 233 1.30272e+06 34454 20246 1270 1166 937 104 67 229 145 14208 14179 1185 1126 12994 59 5693 2942 2921 2342 393 1949 1369 internal_count=1330791 28068 23198 8091 4870 748 233 1302723 34454 20246 1270 1166 937 104 67 229 145 14208 14179 1185 1126 12994 59 5693 2942 2921 2342 393 1949 1369 cat_boundaries=0 1 2 3 cat_threshold=2848 707 659 is_linear=0 shrinkage=0.05 Tree=1182 num_leaves=31 num_cat=1 split_feature=52 136 119 75 12 39 32 82 55 79 124 33 39 79 79 120 60 31 57 43 40 23 59 31 74 37 35 72 74 12 split_gain=3.21175 5.45129 7.69766 7.95154 7.47487 6.91439 12.9306 10.1473 16.5252 9.86454 15.5179 11.951 10.1041 16.1871 9.8027 9.51202 7.85405 7.5478 7.52184 7.04281 8.92435 9.37617 7.41423 6.74052 7.6728 6.79978 7.19005 6.47925 6.26998 6.25209 threshold=52.460000991821296 0 -0.88697704672813404 0.54958128929138195 2.6950000524520878 14.750000000000002 11.650000095367433 284.40267944335943 48.454999923706062 9.5850000381469744 -0.3172925859689712 16.650000572204593 15.550000190734865 8.6050000190734881 7.2750000953674325 -0.39873388409614557 0.73007184267044078 1022.5499877929689 287.81278991699224 2.7500000000000004 9.3499999046325701 7.2650001049041757 238.16772460937503 1021.6499938964845 0.8426799774169923 16.050000190734867 14.949999809265138 0.75191497802734386 0.7389478087425233 5.5950000286102304 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 -4 -5 19 7 8 -7 10 12 14 13 -8 16 -11 27 -17 -19 -3 22 28 -21 24 -18 -26 -27 -12 -22 -24 right_child=1 5 3 4 -6 6 9 -9 -10 15 11 -13 -14 -15 -16 17 23 18 -20 20 21 -23 29 -25 25 26 -28 -29 -30 -31 leaf_value=-1.0528371650501347e-05 0.010567470123117538 0.00033016023684584819 -0.0044622420143748554 0.0030090430618697856 -0.00045718978038583309 0.058042910065630386 0.016691888031480424 0.0023046714265365152 0.013597161829490993 0.0028536273412986374 0.0091891627209926292 -0.0088258556464322763 0.0061590983226133761 0.061605445064766257 -0.002106899512722157 -0.0052560956236956087 0.0015418968455762499 0.037855225857347255 0.001244730442920898 0.034507961493606375 -0.0061101718060672288 -0.0026116954201456091 0.007767783497849322 -0.01166814685566351 0.0084281975469185696 0.050923766021151097 0.017086053873756776 0.043517498051126799 0.027423497103660818 -0.0063737534329123885 leaf_weight=1278750 162 27609 1121 1723 15985 29 157 80 75 1138 28 202 203 23 375 852 270 20 47 24 20 589 769 48 239 20 73 27 46 87 leaf_count=1278750 162 27609 1121 1723 15985 29 157 80 75 1138 28 202 203 23 375 852 270 20 47 24 20 589 769 48 239 20 73 27 46 87 internal_value=5.14151e-06 0.000390181 -0.000284924 -0.000378447 -0.000119923 0.000777957 0.00275366 0.0156924 0.0259907 0.00211402 0.0049751 0.00233674 0.0138064 0.0224308 0.00442455 -0.000201827 0.00789873 -0.0039854 0.0121732 0.000513433 0.00380983 -0.000609177 0.00709898 0.0063636 0.00780134 0.0128919 0.024363 0.0260413 0.0172618 0.0063305 internal_weight=1.33079e+06 52041 18991 18829 17708 33050 3906 184 104 3722 1665 1282 383 180 1080 2057 705 919 67 29144 1535 655 880 650 602 332 93 55 66 856 internal_count=1330791 52041 18991 18829 17708 33050 3906 184 104 3722 1665 1282 383 180 1080 2057 705 919 67 29144 1535 655 880 650 602 332 93 55 66 856 cat_boundaries=0 1 cat_threshold=3361 is_linear=0 shrinkage=0.05 Tree=1183 num_leaves=31 num_cat=0 split_feature=52 12 66 85 28 11 32 32 5 124 61 73 78 122 90 22 12 52 68 38 8 98 38 38 58 91 23 57 1 108 split_gain=2.90262 6.26644 5.31769 5.84913 5.27463 5.26188 5.25987 6.84999 6.73768 7.42475 5.94227 5.59498 5.55129 8.01356 7.13217 6.81169 5.14182 5.55823 4.98384 5.43209 5.33071 4.93542 6.93714 10.8074 27.4619 8.00351 4.87405 7.05493 8.67004 8.0025 threshold=79.409999847412124 3.3850001096725468 58.539999008178718 0.86977884173393261 1035.2500000000002 11.650000095367433 8.6500000953674334 10.449999809265138 10.449999809265138 0.86159634590148937 0.85320067405700695 0.72643449902534496 23.98499965667725 -0.80382624268531788 -0.43077561259269709 7.5750000476837167 4.2850000858306894 174.6549987792969 283.91159057617193 12.949999809265138 10.250000000000002 -0.96962085366249073 10.949999809265138 12.750000000000002 297.11672973632818 -0.92378479242324818 10.154999732971193 284.46339416503912 274.50000000000006 0.64261364936828624 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 4 -4 6 -2 8 18 11 10 -10 -3 16 15 -15 -14 26 -18 -8 20 -20 -13 -23 24 25 -24 27 28 -9 -29 right_child=1 2 3 -5 -6 -7 7 12 9 -11 -12 21 13 14 -16 -17 17 -19 19 -21 -22 22 23 -25 -26 -27 -28 29 -30 -31 leaf_value=-5.9545754742667564e-06 0.0017545847782607393 -0.0072235447729361206 0.0016723283017415454 -0.0057759644257074057 0.022189966722194535 0.0091741358285256126 0.00022790671967728559 -0.0005895769946559318 -0.0069440855277394979 0.017876798789560177 -0.034282312616705897 0.0006487673479417329 -0.012743153263415611 0.00064467573121107578 0.027486480742692949 0.013482063988129289 -0.0045581454045214411 -0.00036085322193915971 -0.0025425908970175826 -0.019005969395705813 -0.010956945856378297 0.00042456141688017567 0.035456674026014906 0.0049107303883358577 0.009438409685691887 0.078283520676195623 0.001429522570780458 -0.0038012588395482725 0.0086412810381120333 0.0017543269229292691 leaf_weight=1302723 4618 105 6349 275 26 252 523 867 97 24 25 432 28 2454 25 214 1580 1575 711 72 256 233 24 282 135 20 3192 2430 360 884 leaf_count=1302723 4618 105 6349 275 26 252 523 867 97 24 25 432 28 2454 25 214 1580 1575 711 72 256 233 24 282 135 20 3192 2430 360 884 internal_value=4.88444e-06 0.000507957 0.000165651 0.00136311 -0.000312927 0.00213851 -0.000348283 -0.000616845 0.00261058 -0.00754514 -0.0125462 0.00381508 -0.000256901 0.00176316 0.000915368 0.0104477 -0.00076173 -0.00246283 -0.00375288 -0.00575668 -0.00477018 0.00484443 0.00745615 0.0110101 0.0206191 0.0549234 -6.76969e-05 -0.00112014 0.00211874 -0.00231932 internal_weight=1.33079e+06 28068 23198 6624 16574 4870 16548 15171 1377 146 122 1231 13609 2721 2479 242 10888 3155 1562 1039 967 1126 694 461 179 44 7733 4541 1227 3314 internal_count=1330791 28068 23198 6624 16574 4870 16548 15171 1377 146 122 1231 13609 2721 2479 242 10888 3155 1562 1039 967 1126 694 461 179 44 7733 4541 1227 3314 is_linear=0 shrinkage=0.05 Tree=1184 num_leaves=31 num_cat=0 split_feature=52 65 104 56 55 30 83 81 56 62 61 106 100 64 127 34 125 53 28 64 97 32 41 28 54 38 85 77 15 33 split_gain=2.69139 5.9045 15.4112 8.95259 8.80795 7.9109 8.2964 9.21153 9.03466 8.89621 8.60777 7.70548 7.66876 8.09524 7.66829 7.43809 7.36982 8.28644 7.15115 7.10838 6.98007 6.92067 9.29844 8.24096 9.43947 7.53465 8.32496 8.15577 13.762 8.0554 threshold=52.460000991821296 43.135000228881843 -0.87507739663124073 261.36009216308599 40.284999847412116 1016.0499877929689 306.17417907714849 336.50944519042974 340.38294982910162 0.52043232321739208 0.47822852432727819 -0.98543649911880482 0.39162096381187445 71.479999542236342 0.078456107527017607 9.4499998092651385 -0.97233289480209339 8.1549997329711932 1018.1499938964845 49.125000000000007 -0.82718074321746815 10.750000000000002 6.9500000476837167 1010.7500000000001 12.025000095367433 12.050000190734865 0.70895862579345714 36.585000991821296 3.3549998998641972 12.650000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 21 8 10 -7 -9 15 -6 13 -5 16 18 17 -14 -8 -12 -21 22 23 -4 -25 29 27 28 -27 -23 right_child=-2 2 4 12 11 6 7 9 -10 -11 19 -13 14 -15 -16 -17 -18 -19 -20 20 -22 25 -24 24 -26 26 -28 -29 -30 -31 leaf_value=6.4648693049987909e-06 0.00035711138084767698 -0.0080609727325924186 0.0020500560054096451 0.00028714922474794193 0.01220336637484204 -0.0008691084776563826 0.047708090335130696 -0.01980711812419551 0.020647636268287899 0.00096318430344884609 0.00040972415361162704 -0.0021862603789980155 0.034352900497615337 -0.0061350294860743129 -0.0015667897365188761 0.0084884469247821209 -0.0072680409407959558 -0.00025417562183065455 0.008621710328258236 0.016551986386775411 0.0045254374373067631 0.003647257498462383 -0.019976705204695466 -0.0084812450295555699 -0.00026116960617480139 -0.0024977411736141555 -0.0010470513441086509 -0.011238247486214867 0.03071956575570059 -0.0044792083910267268 leaf_weight=1250430 52041 671 779 3605 95 2010 25 77 50 156 1187 4495 20 568 1885 441 1513 128 22 133 1299 2369 75 698 699 55 4809 34 72 350 leaf_count=1250430 52041 671 779 3605 95 2010 25 77 50 156 1187 4495 20 568 1885 441 1513 128 22 133 1299 2369 75 698 699 55 4809 34 72 350 internal_value=4.64021e-06 -9.70422e-06 -0.000723628 -0.00252132 3.31517e-05 0.000608125 0.00214864 0.00368778 -0.000346857 -0.00590082 0.00440685 -0.00188844 -0.00203976 -0.000586993 -0.00374941 0.0105037 -0.00622638 0.00442246 0.0294123 0.00327083 0.00564243 -0.000228776 -0.00266714 -0.00207053 -0.00436827 0.000485069 -0.000672623 0.0105114 0.0163341 0.00260119 internal_weight=1.33079e+06 1.27875e+06 28320 8390 19930 15340 5400 3340 2060 233 3107 4590 7719 4173 3546 488 1661 148 47 2619 1432 9940 2251 2176 1397 7689 4970 161 127 2719 internal_count=1330791 1278750 28320 8390 19930 15340 5400 3340 2060 233 3107 4590 7719 4173 3546 488 1661 148 47 2619 1432 9940 2251 2176 1397 7689 4970 161 127 2719 is_linear=0 shrinkage=0.05 Tree=1185 num_leaves=31 num_cat=1 split_feature=52 18 6 132 135 12 131 87 32 53 133 16 14 19 104 76 39 8 37 136 35 38 76 79 104 8 59 130 9 34 split_gain=2.64666 8.16733 11.5014 10.1123 9.27289 47.6076 9.23097 8.96953 9.77504 8.91314 8.67738 8.50907 12.9605 11.1604 10.861 8.45522 11.179 9.36819 9.62894 8.43106 8.24882 10.378 8.17906 10.2553 8.82378 14.3753 10.8803 9.06798 10.3132 11.7508 threshold=6.5150001049041757 12.699999809265138 12.050000190734865 1014.7500000000001 1018.3500061035157 2.1049998998641972 327.50000000000006 0.8277072310447694 11.150000095367433 72.094997406005874 1021.8500061035157 14.550000190734865 1.985000014305115 13.344999790191652 -0.17542643100023267 20.57499980926514 11.150000095367433 5.2500000000000009 13.34999990463257 0 10.150000095367433 9.5500001907348651 40.944999694824226 34.364999771118171 -0.47884456813335413 11.150000095367433 278.01869201660162 323.50000000000006 7.8500001430511483 13.150000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 4 22 -6 11 8 -5 -7 15 13 -13 19 -14 17 -17 -10 -19 -2 -4 -22 24 -24 27 -26 -27 -3 -29 -30 right_child=1 3 20 7 5 9 -8 -9 10 -11 -12 12 14 -15 -16 16 -18 18 -20 -21 21 -23 23 -25 25 26 -28 28 29 -31 leaf_value=-4.7199178485004527e-05 0.0017821895240547816 3.3158829341283762e-05 -0.0043940874000497881 -0.0077841156278081877 0.084329084660857923 -0.012009406334445735 0.0042577277400542004 0.00052923339614078732 -0.0013616034811744285 0.019644112528434822 0.001253719113530675 0.0010126226134269526 -0.0024849704708910549 -0.00055763473282548898 0.00750072848955235 -0.032770119791384791 0.0055554660548672767 -0.00051948743639513857 -0.0084582716089429324 0.00058885530859048845 0.013514801044805678 -0.00073793149294130913 0.0039673404029396779 -0.0012958176865404522 -0.00014636722255374678 -0.0010451107342667233 -0.0060113775377435008 0.00068112780217955196 0.021967847220516073 0.0036793395147695952 leaf_weight=1039055 25480 165577 1653 822 20 61 1757 3241 1899 35 1543 6714 6611 12387 284 20 391 524 1409 35382 130 7281 2762 1392 9346 2137 2279 531 156 201 leaf_count=1039055 25480 165577 1653 822 20 61 1757 3241 1899 35 1543 6714 6611 12387 284 20 391 524 1409 35382 130 7281 2762 1392 9346 2137 2279 531 156 201 internal_value=-9.82188e-06 0.00012317 0.000496152 -6.42915e-05 1.90401e-05 0.0141513 0.000669672 -0.0016253 -0.00268203 -0.000469061 -0.00195719 0.000597091 -0.000551046 0.000810405 -0.00207367 -0.00312487 0.00369047 -0.00385585 -0.00630622 0.00108884 -0.00120028 -0.000487917 1.0149e-05 0.00220366 -4.04086e-05 -0.00125718 -0.00360809 6.01841e-05 0.00509934 0.011671 internal_weight=1.33108e+06 292025 97679 194346 184497 116 88615 9849 6608 96 5786 86858 13609 73249 6895 4243 411 3832 1933 60862 9064 7411 184381 4154 180227 13762 4416 166465 888 357 internal_count=1331080 292025 97679 194346 184497 116 88615 9849 6608 96 5786 86858 13609 73249 6895 4243 411 3832 1933 60862 9064 7411 184381 4154 180227 13762 4416 166465 888 357 cat_boundaries=0 1 cat_threshold=4756 is_linear=0 shrinkage=0.05 Tree=1186 num_leaves=31 num_cat=1 split_feature=52 65 107 136 15 29 135 34 55 111 124 82 82 37 107 70 35 53 94 28 30 87 39 2 97 28 92 29 65 35 split_gain=2.38873 7.71923 15.0443 10.1233 11.2109 11.8372 9.72069 9.08322 14.942 11.9535 24.0849 15.1265 10.9204 11.1849 16.4799 9.7488 12.2348 8.94848 8.98666 10.9202 10.4269 8.91744 8.74561 8.69053 9.39554 22.7087 15.715 11.6044 9.00693 8.00257 threshold=6.5150001049041757 10.275000095367433 -0.91777342557907093 0 2.3750000000000004 1018.4500122070314 1021.4500122070314 9.8499999046325701 3.3549998998641972 -0.84513789415359486 0.66259482502937328 240.4792404174805 319.82283020019537 10.34999990463257 -0.32347714900970453 314.19078063964849 9.0500001907348651 1.5549999475479128 -0.30628162622451777 1025.549987792969 1020.2500000000001 0.71468511223793041 11.250000000000002 176.50000000000003 -0.99486118555068959 1010.6499938964845 -0.23624098300933835 1024.350036621094 40.225000381469734 11.050000190734865 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 -3 8 9 10 22 -12 -10 -14 15 16 -15 -7 19 20 -19 -9 -4 -23 25 26 -25 28 -27 -26 right_child=-2 2 7 -5 -6 17 -8 21 12 -11 11 -13 13 14 -16 -17 -18 18 -20 -21 -22 23 -24 24 29 27 -28 -29 -30 -31 leaf_value=-2.6225491826889929e-06 0.00011701592476004242 -0.0011873886453851264 0.014760316213154618 -0.0025686027423767349 -0.0033780773944336014 -0.0022390767813181165 0.019013849271415566 -0.002620833793834724 -0.0016267720210797526 0.0032954222146624047 0.081646496541798119 0.020151666268939154 0.00058789007256899192 0.039256941927398779 0.049146337858561817 -2.6795897995018298e-05 0.0029840121987154307 0.025368099599037061 0.0046706312848382638 0.046017983919367768 0.0030925608004219139 -0.001060677316119379 -0.01493666467780713 0.053474527531160193 -0.0014800735858480228 0.0022600739007764162 0.010541201460960402 0.033470003216944898 -0.031083991500504671 0.00042467321918825747 leaf_weight=948077 292025 2505 85 12478 1772 348 61 4064 3557 3206 20 20 467 47 29 126 46 86 958 26 135 19853 35 39 6591 569 47 29 21 33758 leaf_count=948077 292025 2505 85 12478 1772 348 61 4064 3557 3206 20 20 467 47 29 126 46 86 958 26 135 19853 35 39 6591 569 47 29 21 33758 internal_value=-9.3299e-06 -4.48392e-05 -0.000484777 -0.0017631 -5.24709e-05 0.00137808 -0.000707157 -0.000161381 0.00146966 0.00396106 0.0172988 0.0508991 -0.00049337 0.00514511 0.0137266 0.00903637 0.0213155 0.00482349 0.00686314 0.0153669 0.0117609 -0.000353126 0.0060987 -0.000201814 0.000213517 0.00593587 0.030011 0.00259103 0.00107325 0.000113533 internal_weight=1.33108e+06 1.03906e+06 90978 18369 5891 4119 2566 72609 7638 3366 160 40 4272 715 248 219 93 1553 1205 247 221 64971 120 60907 41054 705 86 619 590 40349 internal_count=1331080 1039055 90978 18369 5891 4119 2566 72609 7638 3366 160 40 4272 715 248 219 93 1553 1205 247 221 64971 120 60907 41054 705 86 619 590 40349 cat_boundaries=0 1 cat_threshold=1440 is_linear=0 shrinkage=0.05 Tree=1187 num_leaves=31 num_cat=3 split_feature=23 78 31 36 12 30 90 34 119 111 21 122 136 23 119 98 127 31 1 116 34 31 104 136 1 14 67 108 136 126 split_gain=2.38137 9.092 4.25637 6.96933 4.86376 3.20697 3.15176 3.53737 3.92708 4.30984 3.09548 6.9805 12.4646 11.3089 11.5574 12.5077 11.1618 19.7277 10.0119 9.63442 10.5316 9.60411 9.16698 8.70886 8.3659 8.13501 7.95589 7.94117 7.92817 7.43241 threshold=4.2249999046325692 2.1049998998641972 1014.4500122070314 12.050000190734865 2.2549999952316289 1011.5499877929689 -0.96894466876983631 13.250000000000002 0.71322327852249157 0.14621570706367495 5.2149999141693124 -0.80382624268531788 0 6.5250000953674325 0.19936034083366397 -0.56102949380874623 -0.0087262028828264185 1014.4500122070314 118.50000000000001 -0.19936034083366391 8.5500001907348651 1023.0499877929689 -0.83196818828582753 1 334.50000000000006 0.87500000000000011 8.8850002288818377 0.62419331073760997 2 0.90255093574523937 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 left_child=1 2 3 -1 -5 -3 7 8 9 -7 11 12 -2 21 -15 22 17 18 -17 20 -19 23 24 27 26 -24 -16 -13 -18 -23 right_child=10 5 -4 4 -6 6 -8 -9 -10 -11 -12 13 -14 14 15 16 28 19 -20 -21 -22 29 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.010750535447072301 -0.0028003117360772037 -0.0013979394118380274 0.0010793902596475658 -0.0013794235554684584 -0.022285714979391611 0.01847194345589255 0.002732398618369037 0.0045255858437603675 0.031847235467284921 0.00072352353088331951 9.749959639634451e-06 0.00090187898253583855 -0.00041169114827207994 0.00011870269054556672 0.0026752734362973851 0.025649885392676181 -0.0080457363176279738 0.048601713244404113 -0.0085238472188319103 0.011275786777317727 0.02068979397235772 -0.0046253623792075023 0.010869147894782542 0.00041169310304737042 0.031255122663845357 -0.0009854765937153617 0.023012755202993718 -0.001262905829085136 0.0063471837550537471 0.00089671893622192867 leaf_weight=119 6254 355 3852 4329 28 71 2059 439 24 66 1194325 5467 42740 3718 260 26 114 42 122 221 173 2023 161 42443 38 1431 59 18820 429 872 leaf_count=119 6254 355 3852 4329 28 71 2059 439 24 66 1194325 5467 42740 3718 260 26 114 42 122 221 173 2023 161 42443 38 1431 59 18820 429 872 internal_value=-8.86437e-06 0.000712543 -0.000139097 -0.00118771 -0.00151378 0.00306572 0.00366165 0.00685054 0.01319 0.00992161 -1.50642e-05 -0.000251373 -0.00071725 4.73113e-05 0.00199446 0.00426171 0.00845456 0.0132526 -0.00252035 0.0186068 0.0261424 -0.000142691 0.00183722 -2.03763e-05 0.00907848 0.000213389 0.00643675 -0.000775294 0.00329418 -0.00296206 internal_weight=1.33108e+06 11342 8328 4476 4357 3014 2659 600 161 137 1.31974e+06 125413 48994 76419 6794 3076 1127 584 148 436 215 69625 1949 66730 357 1592 319 24287 543 2895 internal_count=1331080 11342 8328 4476 4357 3014 2659 600 161 137 1319738 125413 48994 76419 6794 3076 1127 584 148 436 215 69625 1949 66730 357 1592 319 24287 543 2895 cat_boundaries=0 1 2 3 cat_threshold=4180 688 4132 is_linear=0 shrinkage=0.05 Tree=1188 num_leaves=31 num_cat=0 split_feature=39 78 108 35 30 31 30 37 34 79 4 83 109 120 37 22 7 66 54 106 11 23 4 39 64 28 39 30 32 32 split_gain=2.25386 6.42267 7.55705 10.8006 9.21703 8.19439 12.5081 9.93218 7.15945 6.99297 5.78532 5.62635 7.73414 4.71619 6.64417 6.42422 4.37907 4.2632 4.15996 5.69495 4.53382 3.88716 3.90514 3.83872 3.79766 3.79543 8.40445 4.58184 4.27953 3.57563 threshold=8.2500000000000018 49.655000686645515 0.65648049116134655 8.1500000953674334 1020.7500000000001 1017.8500061035157 1015.7500000000001 7.8500001430511483 7.2500000000000009 36.844999313354499 12.050000190734865 282.20332336425787 0.29265600442886358 -0.14780378341674802 7.8500001430511483 7.4949998855590829 13.250000000000002 24.394999504089359 1.3849999904632571 -0.49148277938365931 16.650000572204593 5.2349998950958261 12.34999990463257 7.3500001430511483 30.335000038146976 1012.2500000000001 7.5499999523162851 1014.3500061035157 10.250000000000002 8.6500000953674334 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 -4 5 6 17 -8 11 23 29 -1 -13 -14 -15 -16 -12 18 20 -20 -5 22 -10 -7 -6 26 -3 -27 -28 -9 right_child=-2 25 3 4 24 9 7 10 21 -11 16 12 13 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 27 28 -29 -30 -31 leaf_value=-0.0019945552581033285 -4.0235271150539788e-06 -0.014536050475703983 -0.0061156612208837892 -0.00034433186324548575 0.005025477457656375 -0.0015981919276688635 -0.0017755777633572879 0.018363784525233011 0.0062772035959430721 0.01263642268589674 0.029349478803898977 0.031845951161514494 0.0011762882437556983 0.0032673999911639845 0.042176776102860462 0.0065863281754510745 0.0032730543365081157 0.012081196368671955 -0.015820642550544883 0.0050734613328998869 -0.0086998516846269504 -0.0017414252872425325 -0.016606061672791838 -0.012155841766162301 0.027347367308975662 0.016893374349129884 0.017597074933915532 0.002823475460034041 -0.004499087834523784 0.0028907437547598773 leaf_weight=114 1325022 65 1415 663 403 116 201 54 275 39 69 39 125 55 32 21 21 44 135 43 215 1094 20 334 20 107 56 126 36 121 leaf_count=114 1325022 65 1415 663 403 116 201 54 275 39 69 39 125 55 32 21 21 44 135 43 215 1094 20 334 20 107 56 126 36 121 internal_value=-8.42284e-06 -0.000970652 -0.0013977 -0.00263049 -0.000640371 -0.00202387 -0.000259536 0.00660597 0.00130609 -0.00767407 0.0129633 0.00732986 0.0112379 0.00778847 0.0154415 0.0280749 0.023265 -0.00316801 -0.0038034 -0.0107732 -0.00239039 -0.000367897 0.0047258 -0.00943431 0.00608089 0.00523583 -0.000773084 0.00928476 0.00895075 0.00766528 internal_weight=1.33108e+06 6058 5668 3893 2478 2055 1566 466 1775 489 265 386 272 233 108 53 90 1100 1056 178 878 1389 295 450 423 390 157 233 92 175 internal_count=1331080 6058 5668 3893 2478 2055 1566 466 1775 489 265 386 272 233 108 53 90 1100 1056 178 878 1389 295 450 423 390 157 233 92 175 is_linear=0 shrinkage=0.05 Tree=1189 num_leaves=31 num_cat=0 split_feature=6 2 8 123 6 9 107 76 32 41 124 123 28 37 116 20 11 64 37 112 35 127 12 20 68 14 8 34 27 14 split_gain=2.2383 6.90811 10.2723 18.7227 12.661 12.146 10.5354 9.97991 9.55666 11.5 17.6681 11.6808 15.642 10.5651 14.9363 10.4971 11.6583 10.4173 13.9713 15.0656 10.5634 13.3301 13.7485 17.1686 12.9482 17.7106 15.4113 15.4213 25.6327 34.6517 threshold=5.3500001430511483 322.50000000000006 5.8500001430511483 -0.5663846731185912 7.7500000000000009 5.6499998569488534 -0.83133664727210987 2.5949999094009404 12.949999809265138 11.250000000000002 0.53727915883064281 -0.91702514886856068 1024.549987792969 13.750000000000002 0.078456107527017607 10.50500011444092 10.34999990463257 46.545000076293952 11.650000095367433 0.04361772537231446 13.250000000000002 -0.52247866988182057 1.7849999666213991 5.5150001049041757 229.13978576660159 2.8649998903274541 13.449999809265138 13.750000000000002 242.50000000000003 3.6149998903274541 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 -4 7 -7 9 11 15 12 -8 14 17 -11 -17 18 19 -10 -20 22 -22 -24 25 -25 27 -27 29 -29 right_child=1 -3 5 4 -6 6 8 -9 13 10 -12 -13 -14 -15 -16 16 -18 -19 20 -21 21 -23 23 24 -26 26 -28 28 -30 -31 leaf_value=5.0060701340945624e-05 -0.00045710774122440938 0.0001580179906924012 0.0015656147997534431 0.00084421418285246389 0.0035895729464969009 0.0022321838354107462 0.0011025632521563873 -0.0010220421266196372 0.011718979728347853 -0.0054937901113299957 -0.00021171782394679127 -0.00051351802692985941 0.01561848684161975 -0.0001600693315923484 8.94889351334204e-05 0.028913845873774137 -0.016966047519817947 -0.0034613486561243289 0.00033686296935644006 -0.016516934715065303 -0.0027813515254036109 0.0010117659817352623 0.026065047482225847 0.014603959039481208 -0.00015187788355563368 0.00097735954218589505 -0.0011332356140108142 -0.003333449924402699 0.0059365942828036606 0.047148125779370331 leaf_weight=738698 28825 200818 8443 21535 5217 2443 7987 66141 641 3289 4116 119467 190 92618 20095 45 20 716 4056 51 399 2565 115 708 595 287 596 49 244 111 leaf_count=738698 28825 200818 8443 21535 5217 2443 7987 66141 641 3289 4116 119467 190 92618 20095 45 20 716 4056 51 399 2565 115 708 595 287 596 49 244 111 internal_value=-8.0017e-06 -8.04053e-05 -0.000202683 0.00042699 0.0013796 -0.00030684 -0.000355106 -0.000906125 -0.000209172 -0.000499974 -0.00240679 -0.000388383 0.00143985 0.000108089 0.000903408 -0.00510056 0.014797 0.00237253 0.00277351 0.00963801 0.00228506 0.00367893 0.00588295 0.00716098 0.00632161 0.0082523 0.00475814 0.00983956 0.0161352 0.0316881 internal_weight=1.33108e+06 592382 391564 55577 26752 335987 327544 68584 258960 135114 7470 127644 8177 123846 31228 3354 65 11133 10417 692 9725 5669 3104 2705 2590 1995 1287 691 404 160 internal_count=1331080 592382 391564 55577 26752 335987 327544 68584 258960 135114 7470 127644 8177 123846 31228 3354 65 11133 10417 692 9725 5669 3104 2705 2590 1995 1287 691 404 160 is_linear=0 shrinkage=0.05 Tree=1190 num_leaves=31 num_cat=5 split_feature=18 64 20 136 112 13 31 39 118 126 136 136 31 32 28 122 13 15 136 126 12 40 15 5 119 136 41 80 132 41 split_gain=2.64432 9.825 16.2286 10.0962 7.52105 7.03297 6.90193 8.89272 6.81973 10.7234 15.4373 10.1806 11.8822 11.5366 9.1055 8.59731 7.48118 13.7473 7.37215 7.12884 8.14966 8.30505 7.79048 7.57641 9.6515 6.31638 18.8826 10.576 8.17461 8.16682 threshold=6.9049999713897714 1.044999957084656 6.1150000095367441 0 -0.026175950653851029 0.9650000035762788 1011.9500122070314 12.550000190734865 -0.36648726463317866 0.14780378341674807 1 2 1015.6499938964845 13.150000095367433 1014.6499938964845 -0.78257837891578663 1.3849999904632571 1.325000047683716 3 -0.81408452987670887 2.3249999284744267 14.050000190734865 1.2649999856948855 10.050000190734865 0.71322327852249157 4 13.050000190734865 326.70971679687506 1016.8500061035157 9.3499999046325701 decision_type=2 2 2 1 2 2 2 2 2 2 1 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 5 -4 -5 -1 7 -6 11 16 -11 12 14 -14 -7 -12 -10 -18 -19 20 21 23 -21 -13 -25 26 29 -28 -27 -3 right_child=-2 25 3 4 6 8 -8 -9 9 10 15 19 13 -15 -16 -17 17 18 -20 22 -22 -23 -24 24 -26 28 27 -29 -30 -31 leaf_value=0.00065719608783876976 -1.1230398186020424e-05 0.0020162675469166014 0.00074362878911656211 0.0045230515876238031 0.0028917346925785145 0.0068140855617409126 0.0067787321612946295 0.04043670614027297 -0.00087885045246730009 0.0030501221886852156 -0.001859944969358196 -0.0017020041309273228 0.014281110497653599 0.052034373364100855 -0.018047175531021573 -5.8685075677953119e-05 -0.0057096892002992377 0.0035717648435544605 -0.002145299166912844 -0.00030168856982880398 -0.0097353701727115553 -0.013893879395054314 0.0062622461322013497 0.0056475812576316075 0.041673040892928837 0.00032068330339659072 0.048232984529065159 0.0058706380453748775 0.0076920594834034425 -0.0049045367297662831 leaf_weight=18145 1211259 11284 2710 1942 24 226 93 46 11152 3430 8416 610 129 24 44 31119 2702 715 2537 997 280 98 827 264 20 20894 34 26 383 443 leaf_count=18145 1211259 11284 2710 1942 24 226 93 46 11152 3430 8416 610 129 24 44 31119 2702 715 2537 997 280 98 827 264 20 20894 34 26 383 443 internal_value=1.09174e-05 0.000235195 -4.48897e-05 0.00277598 0.00536344 -0.000211067 0.015705 0.0275641 -0.00045882 -0.000584145 -0.000162623 0.00168053 0.00886142 0.0202032 0.00276262 -0.000442016 -0.00164288 -0.00307392 -0.000883932 0.000668638 -0.00220228 -7.60085e-05 0.00267439 0.0014387 0.00818459 0.000968359 0.00189636 0.029876 0.00045316 0.00175483 internal_weight=1.33087e+06 119614 86550 4815 2105 81735 163 70 63590 60071 42965 3519 423 153 270 39535 17106 5954 3252 3096 1272 992 1824 894 284 33064 11787 60 21277 11727 internal_count=1330873 119614 86550 4815 2105 81735 163 70 63590 60071 42965 3519 423 153 270 39535 17106 5954 3252 3096 1272 992 1824 894 284 33064 11787 60 21277 11727 cat_boundaries=0 1 2 3 4 5 cat_threshold=3489 2048 70 4736 2646 is_linear=0 shrinkage=0.05 Tree=1191 num_leaves=31 num_cat=1 split_feature=79 136 64 27 135 4 121 33 4 87 11 97 31 28 35 28 87 99 34 111 36 17 87 61 106 38 33 4 22 71 split_gain=2.75976 8.14353 11.4638 8.60352 6.17944 6.04839 5.6152 9.57747 9.30907 5.17753 6.02187 7.22731 5.99984 8.61341 5.80438 5.8496 5.9872 5.74089 5.03665 4.89332 4.83307 4.81185 4.8056 6.58677 6.90389 5.05512 5.72778 4.89944 6.57301 5.05447 threshold=52.980001449584968 0 13.175000190734865 302.50000000000006 1020.1499938964845 10.050000190734865 -0.95368063449859608 13.250000000000002 7.8500001430511483 0.88362228870391857 11.150000095367433 -0.99328830838203419 1014.3500061035157 1015.7500000000001 8.9499998092651385 1014.6499938964845 0.91273078322410595 -0.81928119063377369 10.750000000000002 -0.97609320282936085 8.5500001907348651 12.699999809265138 0.8142928183078767 0.50753751397132885 -0.70548903942108143 10.250000000000002 9.3499999046325701 7.5499999523162851 7.2750000953674325 192.51227569580081 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 -4 6 -2 7 8 -3 10 11 19 14 -14 20 16 17 -16 -18 -8 -11 -13 -12 27 25 26 -25 28 -24 -29 right_child=1 4 3 -5 -6 -7 9 -9 -10 12 22 21 13 -15 15 -17 18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 29 -30 -31 leaf_value=5.1210599096833346e-06 0.039752731746748877 -0.0031852675640645124 -0.007470328619769007 0.0083732158069809281 -0.021405430929735306 0.0063167337131398247 0.040905042653056709 0.041607640896524703 0.028213085094466808 0.0071469226696838934 -0.0055122902674872125 0.0065326274623924005 -0.0084411940010940666 0.0020165460161551945 0.011994309136260995 0.011397687688654783 -0.015844291824877503 0.0029636913701228378 0.00044759236219094718 0.0071619330154221866 -0.0167472874793082 -0.006252859334705309 -0.014306447824633049 -0.0075475008917912359 0.0026918542932893065 -0.007846687249109717 0.022608767409110442 0.018819226297949042 0.010276147333206609 -0.0028296344913382142 leaf_weight=1323828 38 90 114 345 32 21 22 21 32 33 600 246 276 687 231 272 62 739 202 21 59 105 181 31 1474 292 32 28 32 727 leaf_count=1323828 38 90 114 345 32 21 22 21 32 33 600 246 276 687 231 272 62 739 202 21 59 105 181 31 1474 292 32 28 32 727 internal_value=1.03735e-05 0.000997363 0.00697045 0.00443822 0.000511859 0.0278518 0.000620631 0.0104189 0.00505037 0.000400046 -0.00077324 0.00507814 0.00213684 -0.000980688 0.00401555 0.00476035 0.00329734 0.00511428 -0.00337853 0.0244258 -0.00817654 0.00270791 -0.00145191 -0.000580897 0.00118429 -0.00507528 0.00776997 -0.00391615 -0.0106133 -0.00202676 internal_weight=1.33087e+06 7045 518 459 6527 59 6495 143 122 6352 3791 394 2561 963 1598 1506 1234 970 264 43 92 351 3397 2797 1829 355 63 968 213 755 internal_count=1330873 7045 518 459 6527 59 6495 143 122 6352 3791 394 2561 963 1598 1506 1234 970 264 43 92 351 3397 2797 1829 355 63 968 213 755 cat_boundaries=0 1 cat_threshold=1 is_linear=0 shrinkage=0.05 Tree=1192 num_leaves=31 num_cat=0 split_feature=90 72 75 67 87 63 97 126 124 90 30 105 134 12 114 75 134 74 55 83 74 25 74 78 34 93 91 130 57 11 split_gain=2.50469 2.91207 3.63362 4.23734 5.78485 5.18646 4.34032 4.54525 4.66265 4.0232 3.94301 4.41097 3.93284 3.11245 3.90162 3.25988 3.54572 3.54533 3.91589 3.22905 5.37409 4.19825 3.98394 3.98341 5.16325 4.90584 3.20377 3.07026 3.00935 2.95895 threshold=-0.99944975972175587 0.82689601182937633 0.78449136018753063 18.425000190734867 0.81516042351722728 0.55728641152381908 -0.99591100215911854 -0.41467745602130884 -0.94260558485984791 -0.9998585283756255 1022.4500122070314 -0.77942785620689381 1017.2500000000001 1.1549999713897707 0.30069434642791754 0.89034494757652294 1018.2500000000001 0.80453985929489147 22.595000267028812 227.00583648681643 0.50620776414871227 265.50000000000006 0.44418221712112432 47.30999946594239 10.150000095367433 0.34076417982578283 -0.94770187139511097 125.50000000000001 273.95768737792974 14.449999809265138 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 3 10 6 29 -5 8 -8 -7 12 -12 -3 27 15 16 19 18 -17 20 21 22 -15 -21 -25 -26 -16 -1 -9 -6 right_child=-2 2 -4 4 5 9 7 28 -10 -11 11 -13 -14 14 26 17 -18 -19 -20 23 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.00047377708926915353 1.8507071166608906e-05 -0.00018841952386632765 -0.00030217463687040439 -0.0089709045189731527 0.019697147040140063 0.045841921408745379 -0.00024415021338923412 -0.01300445080831133 0.028679882127203439 0.015933951516838178 0.0044493737463071423 0.02572036882742278 0.022189614083617928 0.0031866171960427889 0.024818503011304602 0.0030341911462961608 -0.009520906732787434 0.00082117423486398702 0.026250957719457804 -0.0011581787031979549 -0.0045415708006974805 -0.0020297182892035281 0.029175810999204889 0.02785509456362989 -0.013313510052310969 0.017493091721068291 -0.00079966501697250041 0.017425940372049809 0.0082637064588757664 -0.0065421220592477118 leaf_weight=2482 1310029 1072 5200 53 21 22 22 29 38 23 114 31 20 30 26 42 136 292 32 9539 1329 72 29 27 28 24 23 27 39 22 leaf_count=2482 1310029 1072 5200 53 21 22 22 29 38 23 114 31 20 30 26 42 136 292 32 9539 1329 72 29 27 28 24 23 27 39 22 internal_value=9.85483e-06 -0.000533931 0.000324178 0.00248688 0.00817427 0.01869 0.00306167 0.0080439 0.0180744 0.0305556 0.00125009 0.00899697 0.000221435 -0.000940954 -0.00128555 -0.00134512 -0.00149668 0.0032985 0.0130739 -0.00139817 -0.00358917 0.00607296 0.015961 -0.00106558 0.0101157 0.000904922 0.0127936 0.000656204 -0.000806537 0.0062724 internal_weight=1.33087e+06 20844 6706 1506 269 88 181 128 60 45 1237 145 1092 14138 11629 11580 11214 366 74 11078 1460 131 59 9618 79 52 49 2509 68 43 internal_count=1330873 20844 6706 1506 269 88 181 128 60 45 1237 145 1092 14138 11629 11580 11214 366 74 11078 1460 131 59 9618 79 52 49 2509 68 43 is_linear=0 shrinkage=0.05 Tree=1193 num_leaves=31 num_cat=1 split_feature=79 136 65 25 32 135 91 53 60 111 0 8 23 121 5 96 39 83 123 127 84 87 87 55 9 31 29 0 62 75 split_gain=2.47589 7.35877 14.3949 7.44697 7.19163 5.57445 5.46373 6.95826 5.54699 6.70233 4.77917 5.25058 4.65882 6.44032 6.57072 6.44229 4.49647 4.33163 3.96895 3.4673 3.96614 3.29185 3.47619 5.82393 4.63801 4.3494 6.35053 6.31689 5.74688 5.87927 threshold=52.980001449584968 0 12.324999809265138 305.50000000000006 11.84999990463257 1020.1499938964845 -0.99828946590423573 60.760000228881843 0.76859810948371898 -0.94340083003044117 322.50000000000006 15.750000000000002 8.5150003433227557 -0.95368063449859608 4.6499998569488534 -0.95152288675308216 13.449999809265138 305.80619812011724 0.6755644977092744 -0.96811076998710621 0.7640158236026765 0.70939487218856823 0.88362228870391857 2.3349999189376835 7.8500001430511483 1014.3500061035157 1016.1499938964845 320.50000000000006 0.81471961736679088 0.89034494757652294 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 10 6 7 8 16 -10 11 -4 13 14 -8 -16 -3 -6 21 -14 -21 -15 23 24 -23 27 -27 28 29 -24 right_child=1 5 4 -5 17 -7 12 -9 9 -11 -12 -13 19 18 15 -17 -18 -19 -20 20 -22 22 25 -25 -26 26 -28 -29 -30 -31 leaf_value=4.3871028934020062e-06 0.055883527658879766 0.0099188774323285839 0.019314406260770439 0.016495052759225172 -0.017527111576612485 -0.020334062573965639 -0.0061973703966941686 -0.0064190374503500366 0.041407264891112676 0.0064467006792815838 0.0026980968015566254 -0.0063043912096569944 0.0061351177984940233 0.012943855812801643 0.0067855856930598233 0.036117294050442679 -0.012028694303740782 0.00073596042314810414 0.019879188130681333 -0.014350021273752773 -0.0030666731540624544 -0.012919944502669862 0.0015591456739569149 0.00019633635191381455 -0.0028483930184752303 -0.0069497913326374873 0.0018267704264243153 0.0072421186737998402 0.018259851069358939 -0.0095665710020243055 leaf_weight=1323828 20 172 120 30 47 32 32 76 29 26 172 24 61 51 39 36 27 105 26 116 237 147 725 2468 514 309 619 599 44 142 leaf_count=1323828 20 172 120 30 47 32 32 76 29 26 172 24 61 51 39 36 27 105 26 116 237 147 725 2468 514 309 619 599 44 142 internal_value=9.36209e-06 0.000944214 0.0066222 0.0322504 0.00402564 0.000482709 0.000586013 0.00685409 0.0108256 0.0248805 0.00832435 0.0150446 0.000250496 0.000619278 0.0127714 0.0208648 0.00694107 -0.00491117 0.000388895 -0.00487237 -0.00677452 0.000298694 0.00018285 -0.000920022 -0.00508821 0.00159831 -0.0010956 0.0032539 0.000631571 -0.000263059 internal_weight=1.33087e+06 7045 518 50 468 6527 6495 330 254 55 316 144 6165 5751 107 75 199 152 5644 414 353 5618 5567 3129 661 2438 928 1510 911 867 internal_count=1330873 7045 518 50 468 6527 6495 330 254 55 316 144 6165 5751 107 75 199 152 5644 414 353 5618 5567 3129 661 2438 928 1510 911 867 cat_boundaries=0 1 cat_threshold=1 is_linear=0 shrinkage=0.05 Tree=1194 num_leaves=31 num_cat=1 split_feature=28 29 38 37 101 54 30 33 136 12 15 1 35 37 12 123 31 39 12 58 124 79 27 122 17 112 12 28 132 37 split_gain=2.47473 13.2235 8.46415 8.59769 10.3776 8.18587 9.81071 7.85209 7.57138 10.1708 13.6602 9.88486 11.5422 12.0191 10.3385 9.7282 11.3728 8.87472 16.1253 15.4378 11.0786 10.5185 9.28029 12.4624 12.848 16.184 22.7279 8.55264 10.3506 12.4984 threshold=1012.9500122070314 1012.8500061035157 19.349999427795414 9.1500000953674334 0.15058214962482455 29.865000724792484 1007.0499877929689 12.449999809265138 0 2.4150000810623173 1.9950000047683718 142.50000000000003 17.150000572204593 10.250000000000002 2.6750000715255742 -0.66259482502937306 1012.1499938964845 10.84999990463257 3.1350001096725468 254.64517974853518 0.99353402853012096 57.190000534057624 282.50000000000006 -0.0087262028828264497 11.775000095367433 -0.97625884413719166 2.2350000143051152 1009.1499938964845 1019.3500061035157 10.650000095367433 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -6 -7 -3 9 27 11 -11 13 -13 -15 16 -14 18 22 20 -20 -21 23 24 25 26 -10 28 -5 -30 right_child=-2 7 -4 8 5 6 -8 -9 17 10 -12 12 15 14 -16 -17 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010188744574946682 -3.2039127621314066e-05 0.0023985035298061765 -0.00087284063499677407 0.0027979507576076264 -0.001790594841918939 -0.010001585542641838 0.025616202039387206 0.00061200144549356308 0.008104296042372219 0.0022726882981873669 0.00015177635609778454 0.0060695347371022348 0.0086868505602152174 -0.0030059104035266818 -0.010856144190676369 -0.010198438901673346 0.054159715182613581 5.414959033631248e-05 -0.007556674513336116 -0.0023513793446561528 -0.032000662945210936 0.012549789229990872 -0.0010467906582570035 -0.0009705474326147551 -0.001121400621638674 0.008697815863063646 0.059845973787511268 0.00065577980229093995 0.0073194506896719636 -0.0057734385303210437 leaf_weight=372 978275 8641 24070 9275 3363 29 58 21341 44 547 27922 181 44 736 975 34 20 204024 1351 1234 48 131 7139 764 230 344 41 38651 241 748 leaf_count=372 978275 8641 24070 9275 3363 29 58 21341 44 547 27922 181 44 736 975 34 20 204024 1351 1234 48 131 7139 764 230 344 41 38651 241 748 internal_value=8.89399e-06 0.000122462 2.91171e-05 0.000101837 -0.00225439 -0.00139886 0.0137436 0.00112688 0.000132392 0.000549786 -0.000167398 -0.0036802 -0.0053165 -0.00618314 -0.0074793 0.011415 0.0228971 -2.14757e-05 -0.00138379 -0.0047043 -0.00839535 -0.000921304 -0.000311859 0.00337519 0.00841335 0.0135252 0.033062 0.000996484 0.00227947 -0.00258296 internal_weight=1.33087e+06 352598 322616 298546 3822 3450 87 29982 294724 79374 30459 2537 1990 1892 1711 98 64 215350 11326 2764 1399 1365 8562 1423 659 429 85 48915 10264 989 internal_count=1330873 352598 322616 298546 3822 3450 87 29982 294724 79374 30459 2537 1990 1892 1711 98 64 215350 11326 2764 1399 1365 8562 1423 659 429 85 48915 10264 989 cat_boundaries=0 1 cat_threshold=1194 is_linear=0 shrinkage=0.05 Tree=1195 num_leaves=31 num_cat=2 split_feature=84 87 103 17 35 64 26 128 33 63 136 67 36 95 31 7 35 29 81 64 120 55 67 136 34 54 30 12 31 23 split_gain=3.18585 8.18197 12.8709 10.0003 11.895 11.6737 9.63525 23.7988 9.8719 13.9806 9.24251 10.4245 15.253 10.2842 9.42001 13.3067 13.6327 10.8599 12.7452 10.2759 12.404 11.4639 9.20517 9.06895 8.94205 9.60246 8.89523 9.24066 8.76313 9.51737 threshold=0.83938905596733104 0.81672939658164989 0.67173412442207348 11.269999980926515 12.550000190734865 5.8550000190734872 222.50000000000003 331.50000000000006 11.34999990463257 0.6726815700531007 0 6.5850000381469735 12.650000095367433 -0.21124386042356488 1012.5499877929689 8.1500000953674334 12.949999809265138 1014.1499938964845 318.90499877929693 13.00500011444092 -0.21643137186765668 16.525000572204593 5.7449998855590829 1 8.7500000000000018 4.8250000476837167 1012.5499877929689 2.6350001096725468 1023.7500000000001 7.1849999427795419 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=-1 2 -2 5 6 22 7 -5 9 -8 11 12 13 -7 24 19 -17 18 -18 -16 21 26 -3 -19 -13 -26 -21 -28 -6 -30 right_child=1 3 -4 4 28 10 8 -9 -10 -11 -12 14 -14 -15 15 16 17 23 -20 20 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=-4.7858212939271686e-05 0.0011874902930314553 8.3505171712921057e-05 -0.00086205143774024495 0.0015240069661201711 -5.2617619612684099e-05 0.006528623077313488 -0.0021334747336954492 0.048759842105209832 -0.0022134758240739839 0.00074895485535658246 1.1060174504627924e-05 -0.0085102443986451604 0.00061421656815428176 0.0019980775319852185 0.00097157613078152096 -0.00053596406924087279 0.0033918468508894839 0.0093295825044601086 -0.0088815482305253796 -0.001238031440438948 0.00059791820358851954 -0.0020057468382368763 -0.0012749592189831573 0.0021966675776894846 -0.0009873242730880766 0.001848223542260048 0.0052202593404419052 0.010637463482982756 0.008716994045971661 0.00082497962676152375 leaf_weight=1017702 36063 75232 9726 2153 55684 2765 7373 27 16059 9796 31947 324 5173 2290 6116 11337 586 860 331 376 2082 488 14948 957 9627 4328 2655 1119 592 1077 leaf_count=1017702 36063 75232 9726 2153 55684 2765 7373 27 16059 9796 31947 324 5173 2290 6116 11337 586 860 331 376 2082 488 14948 957 9627 4328 2655 1119 592 1077 internal_value=-5.00132e-06 0.000134751 0.000752149 2.85936e-05 -0.000390497 0.000252605 -0.0011111 0.00210904 -0.00132237 -0.000488866 0.000679133 0.00109404 0.00252294 0.00447621 0.000739454 0.00129031 0.000228308 0.00339749 -0.00103835 0.00245449 0.00380412 0.00524338 -0.00014167 0.00563617 -0.000298563 -0.000107908 0.00609581 0.00682647 5.43826e-05 0.0036243 internal_weight=1.32979e+06 312091 45789 266302 92761 173541 35408 2180 33228 17169 83361 51414 10228 5055 41186 26907 14071 2734 917 12836 6720 4638 90180 1817 14279 13955 4150 3774 57353 1669 internal_count=1329793 312091 45789 266302 92761 173541 35408 2180 33228 17169 83361 51414 10228 5055 41186 26907 14071 2734 917 12836 6720 4638 90180 1817 14279 13955 4150 3774 57353 1669 cat_boundaries=0 1 2 cat_threshold=966 324 is_linear=0 shrinkage=0.05 Tree=1196 num_leaves=31 num_cat=0 split_feature=12 21 52 132 37 57 31 29 80 110 4 73 2 13 29 23 111 31 38 14 25 70 60 64 94 9 88 23 116 14 split_gain=2.94117 4.80841 3.84435 5.93763 4.41024 4.7472 4.69559 6.21234 6.62162 5.88458 5.09961 4.48813 4.21274 4.21069 4.84835 6.22472 5.39035 4.4386 3.7878 3.6491 4.02914 3.75791 3.59506 5.65857 5.98743 5.0921 5.79577 5.05264 4.82756 5.18409 threshold=6.0650000572204599 7.7750000953674325 174.6549987792969 1025.1499633789065 14.050000190734865 319.27241516113287 1021.5499877929689 1013.7500000000001 249.32779693603518 -0.18813578039407727 0.75000000000000011 0.91721144318580639 1.0000000180025095e-35 5.1150000095367441 1014.2500000000001 11.034999847412111 -0.10640407353639601 1020.8500061035157 12.750000000000002 3.8349999189376835 304.50000000000006 290.77482604980474 0.88688069581985485 63.780000686645515 -0.08776653558015822 6.8500001430511483 -0.96328642964363087 10.664999961853029 0.608738273382187 2.304999947547913 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 22 4 6 13 7 -4 -9 -8 -10 12 18 17 15 -15 -16 -6 -12 20 -11 -21 -1 28 -25 26 -26 -28 -24 -30 right_child=1 -3 3 -5 5 -7 9 8 10 19 11 -13 -14 14 16 -17 -18 -19 -20 21 -22 -23 23 24 25 -27 27 -29 29 -31 leaf_value=3.4964606099863775e-06 -0.020019480225487819 -0.0015813539123401667 -0.0010010811412550153 -0.015550309006124736 -0.0011672651513258436 0.022908889672116323 0.0062977463029840561 -0.0031477209553430227 0.031384758371859792 0.0086563412773321916 0.038129282239824536 -0.0042294574141516139 0.0061874091238750279 0.0095607401111465155 0.018721542615509994 0.037826124066486957 0.0013220786588043318 0.0076757952218332974 0.00942046453839996 -0.012486180621497811 -0.010827951463393104 -0.0030414207199970711 -0.00010308541090640709 -0.015731647802630859 0.0015831803056789795 2.6193175029389011e-05 -0.011355717645344883 0.0096744782497896059 -0.0079168727444598724 -0.001529425696880982 leaf_weight=1304859 36 1988 971 50 461 34 140 227 20 83 20 98 721 64 56 28 217 205 27 195 39 229 15008 98 160 675 363 31 368 2322 leaf_count=1304859 36 1988 971 50 461 34 140 227 20 83 20 98 721 64 56 28 217 205 27 195 39 229 15008 98 160 675 363 31 368 2322 internal_value=-4.74692e-06 -0.0019093 -1.84368e-06 0.0015687 0.00179189 0.00452643 0.000740529 0.00192163 0.00447146 -0.00284755 0.00642355 0.00584708 0.00713289 0.00392022 0.00823648 0.0181632 0.0048912 0.0015547 0.021637 -0.0051925 0.00242776 -0.00738512 -6.45252e-06 -0.000688818 -0.00383793 -0.00288953 -0.00644207 -0.00970106 -0.000452698 -0.00240325 internal_weight=1.32979e+06 2024 1.32777e+06 3885 3835 1065 2770 2084 1113 686 886 866 768 1031 365 92 273 666 47 546 122 424 1.32388e+06 19025 1327 1229 554 394 17698 2690 internal_count=1329793 2024 1327769 3885 3835 1065 2770 2084 1113 686 886 866 768 1031 365 92 273 666 47 546 122 424 1323884 19025 1327 1229 554 394 17698 2690 is_linear=0 shrinkage=0.05 Tree=1197 num_leaves=31 num_cat=4 split_feature=84 35 33 102 76 136 122 136 38 35 35 136 136 35 0 23 63 28 31 38 79 111 33 77 76 35 79 17 33 116 split_gain=2.88409 8.10855 11.8382 11.1582 12.5604 9.66337 9.41729 8.96274 11.457 21.3403 14.9487 13.8394 12.4838 12.0056 12.2993 11.6489 11.8972 10.4509 12.7969 10.3476 14.4382 9.47935 9.08668 11.1877 9.9994 8.95759 8.7681 8.63489 8.5048 9.65837 threshold=0.83938905596733104 10.150000095367433 10.550000190734865 0.67265138030052196 19.615000724792484 0 -0.53727915883064259 1 14.150000095367433 12.650000095367433 16.44999980926514 2 3 13.750000000000002 267.50000000000006 6.805000066757203 0.78617930412292492 1014.7500000000001 1012.0499877929689 16.650000572204593 42.414999008178718 -0.26302418112754816 11.449999809265138 29.005000114440922 25.355000495910648 11.050000190734865 32.295000076293952 7.4149999618530282 10.250000000000002 0.026175950653851036 decision_type=2 2 2 2 2 1 2 1 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 28 3 4 5 -3 7 -4 9 11 -10 17 13 -11 -15 16 21 -9 -19 20 -12 -14 24 -24 -13 -26 -20 -8 29 -2 right_child=1 2 6 -5 -6 -7 27 8 10 12 19 22 15 14 -16 -17 -18 18 26 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-4.5286338311007931e-05 -0.0038515434677660722 0.003361897534200858 -0.00070779911137180311 -0.00090886919391039087 0.0041896677609267593 -0.00067782986444737579 0.0013919901157571715 0.0031696212404569964 -0.00094682549078092945 0.0019685874114030479 0.0046820847962173113 -0.00096717590098176144 0.024472374777848784 0.0014041001976083057 0.0081254857815183899 0.0030549980934138454 0.020411139616634752 -0.023119745921964446 0.00081355802026675207 0.0005880127159352983 0.047504357174038891 -0.00056034392343653583 -0.0012634514163767409 -0.0055638880881729623 -0.00075881252957160704 0.0071492634465292809 -0.0051318147062078623 0.00026289883667093269 -0.0023277654094529449 0.00013803381681120198 leaf_weight=1017702 1660 2365 48039 3451 5069 3926 20008 3992 34806 5690 1246 2967 38 1027 2018 3954 69 60 5099 11128 20 7911 9492 1799 590 911 706 110185 6253 17612 leaf_count=1017702 1660 2365 48039 3451 5069 3926 20008 3992 34806 5690 1246 2967 38 1027 2018 3954 69 60 5099 11128 20 7911 9492 1799 590 911 706 110185 6253 17612 internal_value=-4.50957e-06 0.00012846 0.000204523 0.00158109 0.0023375 0.000845107 0.000129498 -0.000152772 0.000132385 0.000691021 -0.000415844 -0.000273861 0.00188465 0.00332081 0.00585854 0.000833325 -0.000261232 0.00119502 -0.000146959 0.00107531 0.00535858 -0.000440676 -0.00119262 -0.00194864 0.000715235 0.00404083 9.0486e-05 0.000436417 -0.000725486 -0.00020561 internal_weight=1.32979e+06 312091 286566 14811 11360 6291 271755 141562 93523 46323 47200 25616 20707 8735 3045 11972 8018 9857 5865 12394 1266 7949 15759 11291 4468 1501 5805 130193 25525 19272 internal_count=1329793 312091 286566 14811 11360 6291 271755 141562 93523 46323 47200 25616 20707 8735 3045 11972 8018 9857 5865 12394 1266 7949 15759 11291 4468 1501 5805 130193 25525 19272 cat_boundaries=0 1 2 3 4 cat_threshold=2211 4464 514 3204 is_linear=0 shrinkage=0.05 Tree=1198 num_leaves=31 num_cat=0 split_feature=12 21 52 132 32 64 131 23 67 56 39 72 4 30 78 103 54 54 58 80 53 16 86 70 97 31 57 85 35 73 split_gain=2.64853 4.35047 3.46885 5.35727 4.10509 6.35577 5.16724 4.45082 4.258 4.2514 4.56527 4.11026 5.86513 6.29375 4.3825 5.68091 4.18748 4.05144 3.99519 4.94774 4.86204 4.00529 3.9706 4.08229 3.95215 3.92874 3.88529 3.65597 3.45134 3.33971 threshold=6.0650000572204599 7.7750000953674325 174.6549987792969 1025.1499633789065 12.250000000000002 38.635000228881843 156.50000000000003 10.055000305175783 32.18499946594239 281.72566223144537 11.949999809265138 0.88592803478240978 6.0499999523162851 1021.1499938964845 36.375000000000007 -0.39175324141979212 149.25000000000003 174.43000030517581 287.83282470703131 263.56846618652349 176.15000152587893 15.405000209808351 0.67823302745819103 283.45927429199224 -0.98301333189010609 1023.4500122070314 264.26029968261724 0.77132919430732738 14.949999809265138 0.81447163224220287 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 4 6 7 11 27 -8 10 -7 12 13 14 15 -4 -15 -10 19 20 24 -22 23 -11 -14 -18 -26 28 -6 -24 right_child=1 -3 3 -5 5 9 8 -9 17 22 -12 -13 18 16 -16 -17 25 -19 -20 -21 21 -23 29 -25 26 -27 -28 -29 -30 -31 leaf_value=-5.9062963130008938e-06 -0.019037821053320338 -0.0014996666557328328 -0.013789795001071912 -0.014770529098808766 -0.0069348337119445203 0.014376120904593595 -0.0306759503077377 -0.0030323356123808628 0.0070331296801347948 0.007748778738314286 -0.0011207942760054165 -0.0032992105322803573 -0.0033628048906102779 0.0074730697844304743 0.02679003369595323 0.010196101072748813 -0.024607013642787934 -0.016580585867930681 -0.0057567822032422618 0.012762954308066605 -0.014033131053143867 0.00082531179743818939 -0.00029900477654759734 0.031131145789154942 0.0062889882956542785 -0.0023779877778878538 0.031854228683463902 0.0076596128734213913 0.014179093439209587 0.0082577364497523707 leaf_weight=1323884 36 1988 27 50 100 56 22 506 34 40 314 485 50 86 35 288 25 39 268 86 83 100 142 35 42 97 23 249 24 579 leaf_count=1323884 36 1988 27 50 100 56 22 506 34 40 314 485 50 86 35 288 25 39 268 86 83 100 142 35 42 97 23 249 24 579 internal_value=-4.28335e-06 -0.00181161 -1.52833e-06 0.00149034 0.00170235 0.00323283 -4.61645e-05 2.2408e-05 -0.0113936 0.00565304 0.00122468 0.000589825 0.00214865 0.00591155 0.0100052 0.00814017 -0.000976712 -0.00558242 -0.00107174 0.00219802 -0.00085092 -0.00591376 0.00771145 0.0186606 0.0072056 -0.00693312 0.0153352 0.00416638 -0.00284827 0.0065725 internal_weight=1.32979e+06 2024 1.32777e+06 3885 3835 2045 1790 879 95 1166 370 1695 1210 558 350 315 208 73 652 384 298 183 796 75 115 122 65 373 124 721 internal_count=1329793 2024 1327769 3885 3835 2045 1790 879 95 1166 370 1695 1210 558 350 315 208 73 652 384 298 183 796 75 115 122 65 373 124 721 is_linear=0 shrinkage=0.05 Tree=1199 num_leaves=31 num_cat=3 split_feature=20 136 82 28 23 131 136 124 5 39 40 17 12 38 33 14 39 136 81 31 123 35 9 64 23 2 7 29 52 55 split_gain=2.62253 5.26991 3.99738 5.43216 7.90775 4.96495 4.61197 4.07931 4.43447 8.99064 9.40448 4.18063 3.89082 5.87386 5.7297 4.35807 3.86692 3.78664 5.41586 3.77687 3.91087 3.82514 7.45286 5.50168 3.61072 5.08018 4.02992 3.56628 3.40826 7.30342 threshold=11.765000343322756 0 301.68095397949224 1017.3500061035157 6.6250000000000009 288.50000000000006 1 -0.98321744799613942 2.4500000476837163 17.550000190734867 14.650000095367433 14.550000190734865 3.6750000715255742 15.650000095367433 14.250000000000002 3.3850001096725468 14.650000095367433 2 244.76103973388675 1017.9500122070314 -0.58068084716796864 13.550000190734865 5.6499998569488534 28.095000267028812 10.394999980926515 36.500000000000007 1.0500000119209292 1021.3500061035157 33.194999694824226 21.615000724792484 decision_type=2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 -2 3 4 -3 -4 7 -5 12 11 -11 -10 14 -14 16 -15 -9 -6 -19 20 -8 22 23 -21 25 -13 -27 -23 29 -1 right_child=1 2 5 6 17 -7 19 8 9 10 -12 24 13 15 -16 -17 -18 18 -20 21 -22 27 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=9.4204184838607607e-06 -0.0022975279482525461 0.027483224026534872 -0.0030918864551509814 -0.0058078486407285666 5.7262215221853829e-05 0.017168082621309064 -0.0018945950866948941 0.00032341275022045978 0.016097650905915847 0.0028349237373242013 0.043920005771021051 0.020515380081506301 0.0015599428936048524 0.03606675495816903 -0.0072928362227940085 0.00966604359291523 0.014966248978096289 -0.0080102283170973305 -0.00046192467093758132 0.003112076668330022 0.011889329558101458 -0.00079498484059959188 -0.0066774686949140453 0.026151284897975902 0.0017236987681120701 0.026975364703685046 0.0038952740104404014 -0.0068703319326556102 0.00031318907352971103 -0.00055174480308609823 leaf_weight=1174439 3730 23 1233 127 1071 31 89 302 72 26 30 63 268 22 257 54 53 486 465 643 122 657 214 27 804 20 348 382 82743 60992 leaf_count=1174439 3730 23 1233 127 1071 31 89 302 72 26 30 63 268 22 257 54 53 486 465 643 122 657 214 27 804 20 348 382 82743 60992 internal_value=-4.06918e-06 -0.000751963 -1.82691e-05 0.000473325 -0.00166932 -0.002595 0.00143003 0.00290564 0.00339536 0.0052265 0.0248448 0.00438593 0.000784647 0.00503924 -0.00160683 0.0173084 0.00250953 -0.00200092 -0.00427447 -0.000273657 0.00607526 -0.000971711 0.0014459 0.00404052 0.00370315 0.00739566 0.00514963 -0.00302865 2.5231e-06 -1.82838e-05 internal_weight=1.32979e+06 11619 7889 6625 2045 1264 4580 2446 2319 1363 56 1307 956 344 612 76 355 2022 951 2134 211 1923 884 670 1235 431 368 1039 1.31817e+06 1.23543e+06 internal_count=1329793 11619 7889 6625 2045 1264 4580 2446 2319 1363 56 1307 956 344 612 76 355 2022 951 2134 211 1923 884 670 1235 431 368 1039 1318174 1235431 cat_boundaries=0 1 2 3 cat_threshold=456 1554 2051 is_linear=0 shrinkage=0.05 Tree=1200 num_leaves=31 num_cat=0 split_feature=60 52 16 98 12 31 23 72 24 85 55 36 61 82 19 28 53 33 28 8 31 38 62 87 20 82 55 60 83 5 split_gain=3.56374 8.22168 10.0644 7.16519 7.47333 7.25599 6.90519 9.82387 9.20164 8.13297 10.6269 7.50775 7.80452 7.12108 7.01618 7.99749 6.25724 6.24514 9.4629 8.63834 13.7043 11.7115 7.63008 7.43231 6.15865 12.5939 6.12519 11.1395 11.0611 10.1389 threshold=0.6911168396472932 9.7150001525878924 13.344999790191652 -0.81709277629852284 2.1049998998641972 1024.4500122070315 6.0850000381469735 0.70599934458732616 295.50000000000006 0.82380777597427379 19.425000190734867 16.550000190734867 0.420566275715828 280.58204650878912 11.269999980926515 1025.9500122070315 18.295000076293949 15.84999990463257 1014.2500000000001 9.1500000953674334 1022.5499877929689 18.44999980926514 0.53421640396118175 0.91436734795570385 5.4749999046325692 291.02767944335943 4.8550000190734872 0.43736852705478674 332.36242675781256 15.650000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 26 17 6 5 -5 9 13 -9 10 -4 -10 -13 14 15 -8 -12 23 -19 -20 21 -21 -23 -3 25 -15 -1 29 -29 -28 right_child=-2 2 3 4 -6 -7 7 8 11 -11 16 12 -14 24 -16 -17 -18 18 19 20 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=4.1882107402153147e-05 -0.00020112797808176483 0.0013402968254010328 0.0047720901311442999 -0.0002683538157722709 -0.0022512222803271467 0.0067143170925307669 -0.0088057475291170636 0.00028914376044932542 0.0024607466402419868 0.00066302762665714724 0.050114604383707052 0.039679148793220521 0.0082343191729524947 0.046442973099294162 -0.0015222774546617486 0.020144635260105136 0.013497172522225551 -0.0034551411895614582 0.0027616455017591812 -0.010705783393342458 0.036019159505958673 0.019894645508805601 -0.0050192318860411882 -0.0049080973287225077 -5.1025114461547608e-05 0.0039582452393200213 0.00016901133267874479 -0.00087562747454326983 0.0037577315543963264 0.011101195000783222 leaf_weight=948221 178046 37680 1226 6977 6203 393 521 9627 3822 2218 20 21 327 21 5203 25 28 1845 1981 365 20 60 63 482 11245 103 49518 62951 1315 213 leaf_count=948221 178046 37680 1226 6977 6203 393 521 9627 3822 2218 20 21 327 21 5203 25 28 1845 1981 365 20 60 63 482 11245 103 49518 62951 1315 213 internal_value=7.0656e-06 3.92233e-05 0.000496768 4.70241e-07 -0.000972365 0.000103992 0.000384238 0.000146178 0.00113898 0.00249181 0.00567566 0.00310093 0.0101319 -0.000654011 -0.00208812 -0.00748018 0.0287544 0.00105711 -0.000741504 0.00127001 -0.00454677 -0.00620931 0.00713388 0.00126138 7.11781e-05 0.0111532 2.51307e-07 -0.000346031 -0.00078082 0.000215834 internal_weight=1.33074e+06 1.15269e+06 90476 47980 13573 7370 34407 30915 13797 3492 1274 4170 348 17118 5749 546 48 42496 4334 2489 508 488 123 38162 11369 124 1.06222e+06 113997 64266 49731 internal_count=1330740 1152694 90476 47980 13573 7370 34407 30915 13797 3492 1274 4170 348 17118 5749 546 48 42496 4334 2489 508 488 123 38162 11369 124 1062218 113997 64266 49731 is_linear=0 shrinkage=0.05 Tree=1201 num_leaves=31 num_cat=1 split_feature=69 135 128 14 4 2 38 110 109 39 31 28 76 73 28 125 115 3 7 28 8 105 136 60 123 110 37 33 28 8 split_gain=3.35096 5.00185 4.67059 4.76101 5.5768 8.08382 4.05586 11.7941 7.09466 6.61479 8.30078 7.09048 6.89393 6.78985 6.09933 7.05248 6.28259 6.55694 5.99696 6.13478 6.05202 5.49108 5.38171 5.20755 6.79731 5.67062 4.9447 4.83696 4.69407 7.92792 threshold=319.12255859375006 1016.6499938964845 334.50000000000006 1.1150000095367434 6.3500001430511483 36.500000000000007 10.449999809265138 0.22579961270093921 0.11025300621986391 10.150000095367433 1016.9500122070314 1025.9500122070315 32.055000305175788 0.76375168561935436 1017.3500061035157 0.88697704672813427 -0.28400452435016627 353.50000000000006 12.34999990463257 1023.2500000000001 8.4499998092651385 -0.96077963709831227 0 0.82743400335311901 -0.11319890245795249 0.8342629373073579 10.250000000000002 11.34999990463257 1019.4500122070314 11.550000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=-1 2 3 4 -2 -6 7 21 -8 23 12 13 22 -12 15 -15 18 -18 19 -16 -21 -5 -11 -9 25 -25 -13 -24 -10 -30 right_child=1 -3 -4 6 5 -7 8 9 28 10 11 26 -14 14 16 -17 17 -19 -20 20 -22 -23 27 24 -26 -27 -28 -29 29 -31 leaf_value=2.1101385373548729e-05 0.0010929923432033779 -0.0051037976017945033 0.0046930789752881938 -0.0025432542262768202 0.034335434356083473 0.0062320884046386353 -0.008804455624351195 -0.0010419582766618548 -0.00036800325694180268 0.0014327166046538846 0.0036201610355412923 -0.01111982547843098 0.0064431943886244826 0.052334304189398176 -0.0032374455093867683 0.015481267056619639 0.014368910217011461 0.048341759453760458 0.032598326765000817 0.0039206199740108695 0.035992069294055302 0.026356252979737923 -0.013614294217073953 0.032154253995977343 -0.00016609185238832336 0.0036635280770790433 0.011029200945159648 0.0034924309334234786 -0.0028356815830143036 0.0014704320644338699 leaf_weight=1288367 791 565 451 22 30 174 268 3546 28659 237 269 79 241 21 113 34 49 20 20 38 24 65 176 40 109 31 37 54 4838 1372 leaf_count=1288367 791 565 451 22 30 174 268 3546 28659 237 269 79 241 21 113 34 49 20 20 38 24 65 176 40 109 31 37 54 4838 1372 internal_value=6.71232e-06 -0.000430793 -0.000367641 -0.000422828 0.00299397 0.0103649 -0.000507059 0.000792705 -0.000700339 0.000483589 0.00339789 0.00724242 -0.000424906 0.00947117 0.0144051 0.0295524 0.0112494 0.0242161 0.00666117 0.00369693 0.0163354 0.0190483 -0.00396926 -0.000620813 0.00767575 0.0197146 -0.00405505 -0.00919802 -0.000638051 -0.00188431 internal_weight=1.33074e+06 42373 41808 41357 995 204 40362 5225 35137 5138 1412 704 708 588 319 55 264 69 195 175 62 87 467 3726 180 71 116 230 34869 6210 internal_count=1330740 42373 41808 41357 995 204 40362 5225 35137 5138 1412 704 708 588 319 55 264 69 195 175 62 87 467 3726 180 71 116 230 34869 6210 cat_boundaries=0 1 cat_threshold=132 is_linear=0 shrinkage=0.05 Tree=1202 num_leaves=31 num_cat=3 split_feature=28 29 21 111 136 15 14 94 121 22 122 31 100 23 31 125 13 15 40 17 31 136 38 95 111 87 9 3 136 110 split_gain=3.22564 9.01957 9.25252 12.1861 10.9853 15.5212 12.6302 9.87784 9.87333 8.89887 13.8999 10.1718 8.7647 9.92556 11.4697 10.5811 9.43103 11.7077 8.59055 8.58083 12.0283 12.1957 20.6086 18.5034 15.5764 15.1652 14.5255 20.8271 11.9131 12.8667 threshold=1015.0499877929689 1015.0499877929689 5.8949999809265146 -0.84513789415359486 0 1.2849999666213991 0.76499998569488536 -0.65451699495315541 0.14780378341674807 4.5750000476837167 0.33379416167736059 1012.2500000000001 0.24680039286613467 6.1050000190734872 1015.4500122070314 -0.84335932135581959 1.7549999952316286 2.1750000715255742 14.250000000000002 8.0099999904632586 1016.2500000000001 1 9.5500001907348651 -0.35850670933723444 -0.97609320282936085 0.79656642675399791 7.3500001430511483 163.50000000000003 2 -0.37472486495971674 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 left_child=1 2 3 7 5 -5 9 8 -1 10 -6 -11 -8 15 -15 -14 17 -16 19 28 21 22 -21 -24 25 -23 -25 -28 -2 -30 right_child=18 -3 -4 4 6 -7 12 -9 -10 11 -12 -13 13 14 16 -17 -18 -19 -20 20 -22 24 23 26 -26 -27 27 -29 29 -31 leaf_value=0.0059629080349706551 -0.00040667402152882223 0.00094025736361276783 0.00018260356130905852 -0.00039351881774577152 0.0099357632629107698 0.00096608982959007583 -0.0017724150752159531 0.0068222804195648447 -0.005541796609336856 0.01328451177699902 0.056815567044984729 -0.0014702446695325777 -0.0041098650289137948 7.5349177946302062e-05 0.0065664739288199964 -0.00066395428471550933 0.00065879129932643402 0.037281484351842663 0.00071790641434169348 0.0061207829758558865 -5.3059866343369861e-05 -0.00065197908161880721 0.00014711199653340764 -0.0011478395459463141 -0.00027634341394038145 0.013015218913401037 -0.0086061076676731338 -0.0025169555491745196 -0.0039693920695481081 0.00086965709885468564 leaf_weight=327 34215 29850 391048 63726 64 31302 18052 1092 434 186 21 314 2353 9641 1018 41848 967 32 33587 946 477976 379 14991 21993 78992 437 1587 12197 1406 59759 leaf_count=327 34215 29850 391048 63726 64 31302 18052 1092 434 186 21 314 2353 9641 1018 41848 967 32 33587 946 477976 379 14991 21993 78992 437 1587 12197 1406 59759 internal_value=6.37724e-06 9.33002e-05 4.83491e-05 -0.000257993 -0.000302073 5.43274e-05 -0.000756608 0.00377478 -0.000598251 0.00656116 0.0215178 0.00401852 -0.00081463 -0.000505102 0.000792689 -0.000847394 0.00422148 0.00750255 -6.33381e-05 -0.000100564 -0.000169575 -0.000593014 -0.00119105 -0.00132753 -0.000205322 0.00666734 -0.00194543 -0.00321802 0.000340433 0.000758298 internal_weight=1.33074e+06 592275 562425 171377 169524 95028 74496 1853 761 585 85 500 73911 55859 11658 44201 2017 1050 738465 704878 609498 131522 51714 50768 79808 816 35777 13784 95380 61165 internal_count=1330740 592275 562425 171377 169524 95028 74496 1853 761 585 85 500 73911 55859 11658 44201 2017 1050 738465 704878 609498 131522 51714 50768 79808 816 35777 13784 95380 61165 cat_boundaries=0 1 2 3 cat_threshold=7200 1606 2104 is_linear=0 shrinkage=0.05 Tree=1203 num_leaves=31 num_cat=3 split_feature=60 52 92 80 106 72 21 13 68 34 30 66 67 8 8 20 11 79 79 28 136 136 136 36 30 39 29 78 5 36 split_gain=3.13102 7.51511 8.1166 9.45477 10.3613 11.7992 11.3071 14.0086 10.5885 10.3066 14.0588 17.7254 9.44096 13.4541 8.60935 8.59745 9.22993 7.771 7.71323 7.24787 7.07993 6.79465 6.67073 8.17105 8.53646 8.49496 9.11796 11.6249 7.4609 7.3803 threshold=0.6911168396472932 7.9749999046325692 0.34851390123367315 258.91090393066412 -0.9183996021747588 0.70146155357360851 7.3350000381469735 3.2549999952316289 305.63401794433599 10.84999990463257 1003.9500122070314 4.7449998855590829 16.464999198913578 16.050000190734867 1.7500000000000002 9.4749999046325701 9.0500001907348651 5.8350000381469735 5.9049999713897714 1010.4500122070314 0 1 2 14.050000190734865 1025.350036621094 12.650000095367433 1022.7500000000001 12.305000305175783 9.8499999046325701 11.250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 2 2 2 left_child=1 -1 -3 9 5 17 12 8 -8 -4 11 -11 -7 14 -14 16 22 -5 -16 -12 -21 -17 23 25 -25 29 28 -28 -27 -6 right_child=-2 2 3 4 15 6 7 -9 -10 10 19 -13 13 -15 18 21 -18 -19 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=-5.9550678373262924e-06 -0.0001890866625465146 0.00010295669732785591 0.0024349777032697476 0.0021818698916653873 0.0068035625754344414 0.0044757480206029428 0.0062018256676952335 -0.0050963144600443683 -0.0013817786239490404 0.056309033557772642 -0.01008706447926222 0.0056398265668013625 0.045111737486440692 0.051199757438153026 0.035093840926645269 -0.004505202085280771 0.00021731681321650656 -0.0055417372600686139 0.0089084325756312102 -0.0057737481507329907 -0.00061304190439436402 0.00071614098926250968 0.0013169719237803611 0.0013360164469528337 0.030707844085991382 0.0055031087033002579 0.033120531643655193 0.0024691079830517996 0.024384647923579906 -0.00051279459246069239 leaf_weight=1039371 178046 72113 1452 880 829 364 2260 423 578 20 349 126 20 25 31 1244 13692 517 303 1027 1876 1239 10328 2356 25 462 87 48 59 590 leaf_count=1039371 178046 72113 1452 880 829 364 2260 423 578 20 349 126 20 25 31 1244 13692 517 303 1027 1876 1239 10328 2356 25 462 87 48 59 590 internal_value=6.05823e-06 3.62005e-05 0.000422841 0.000982603 0.0012592 0.00327999 0.00466041 0.00339212 0.00465731 -0.00109105 -0.00259775 0.0125808 0.0102269 0.0157504 0.0132469 0.000906663 0.00115271 -0.000676473 0.0113388 -0.0032792 -0.00246076 -0.00191505 0.002019 0.00363504 0.00164441 0.00593674 0.010642 0.0222222 0.00764133 0.00376153 internal_weight=1.33074e+06 1.15269e+06 113323 41210 36360 5401 4004 3261 2838 4850 3398 146 743 379 354 30959 28476 1397 334 3252 2903 2483 14784 4456 2381 2075 656 135 521 1419 internal_count=1330740 1152694 113323 41210 36360 5401 4004 3261 2838 4850 3398 146 743 379 354 30959 28476 1397 334 3252 2903 2483 14784 4456 2381 2075 656 135 521 1419 cat_boundaries=0 1 2 3 cat_threshold=1574 257 1168 is_linear=0 shrinkage=0.05 Tree=1204 num_leaves=31 num_cat=1 split_feature=69 132 19 136 29 12 77 65 67 15 109 80 36 128 73 37 54 77 3 115 13 22 32 5 79 120 72 2 135 77 split_gain=3.10613 4.51463 4.48443 3.50966 6.36355 5.75419 7.17109 8.02873 6.67306 5.12424 5.06787 4.79761 4.397 4.20632 4.18988 5.26124 4.94787 5.5408 4.91704 5.70602 6.35758 5.55162 4.79589 4.4108 4.36344 4.69087 4.33138 4.16511 4.11005 4.04462 threshold=319.12255859375006 1015.4500122070314 9.5450000762939471 0 1018.2500000000001 2.7150000333786015 10.065000057220461 33.774999618530281 3.4050000905990605 2.054999947547913 -0.77216649055480946 336.66778564453131 10.84999990463257 338.50000000000006 0.7875880002975465 9.6500000953674334 6.8849999904632577 42.335000991821296 303.50000000000006 -0.59480014443397511 3.1950000524520878 6.1349999904632577 15.050000190734865 14.550000190734865 20.804999351501468 -0.68832838535308827 0.86835283041000377 326.50000000000006 1014.9500122070314 31.025000572204593 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 10 5 9 7 -7 12 -5 -2 -6 -8 14 16 -16 22 24 28 26 -21 -22 29 -23 25 -18 -20 -27 -17 -10 right_child=1 2 -4 4 11 6 8 -9 13 -11 -12 -13 -14 -15 15 18 17 -19 19 20 21 23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=1.9605448556039642e-05 0.020104595430893824 0.00039972138022971145 -0.0068620567959689384 -0.00070441883073484924 -0.0019981050429569024 0.00072839624810753004 0.013341012535616757 0.032144171792562258 0.010443741138837656 0.0012378168160036185 0.00018734506914027361 -0.010265691967004307 -0.0081417782599543451 0.014508433447086386 -0.025820907820825991 -0.0049010438581489719 -0.0055474674715319788 0.015239032706338074 -0.0055287781591071318 -0.0030301628415424801 0.030098296366631985 0.0044798882743923686 -0.01287133269116892 -0.0085890896746423102 -0.0029503098655010713 0.019537891167011569 -0.00072785030494402353 -0.0054187111645227388 0.010989815761318564 -0.002112673412044718 leaf_weight=1288367 32 355 530 6776 4892 53 25 33 81 6808 16470 182 504 42 23 1305 41 111 759 485 20 831 81 70 178 82 1233 21 42 308 leaf_count=1288367 32 355 530 6776 4892 53 25 33 81 6808 16470 182 504 42 23 1305 41 111 759 485 20 831 81 70 178 82 1233 21 42 308 internal_value=5.75199e-06 -0.000415468 -0.00394914 -0.000340089 -0.000713656 -0.000311142 -0.00155647 0.0127833 -0.00175404 0.000268987 0.000225831 -0.00229466 -0.00712652 -0.00125657 -0.00137333 -0.00196478 0.00174962 0.00560565 -0.00184914 -0.000835755 0.00160305 0.00404291 -0.00180285 0.00346454 0.00228482 0.00875603 -0.00255712 0.0144497 -0.00440556 0.000501901 internal_weight=1.33074e+06 42373 885 41488 24986 19912 6328 86 6242 13584 16502 5074 529 5713 5671 4768 903 433 4745 3398 1406 921 470 901 322 144 1992 103 1347 389 internal_count=1330740 42373 885 41488 24986 19912 6328 86 6242 13584 16502 5074 529 5713 5671 4768 903 433 4745 3398 1406 921 470 901 322 144 1992 103 1347 389 cat_boundaries=0 1 cat_threshold=2196 is_linear=0 shrinkage=0.05 Tree=1205 num_leaves=31 num_cat=0 split_feature=14 16 36 118 100 40 28 30 122 36 30 21 89 23 120 129 36 30 67 31 58 123 115 124 120 28 54 14 24 28 split_gain=3.2805 6.92979 7.56961 16.8751 8.71458 6.60088 6.36599 6.19004 5.94514 6.12099 8.78989 5.85075 7.21254 5.63985 5.61812 6.06882 5.84352 8.78214 13.5078 6.72879 5.43045 5.6705 5.32744 10.918 5.12272 5.08115 5.07884 4.88012 4.74963 4.66326 threshold=4.9649999141693124 15.405000209808351 12.750000000000002 0.078456107527017607 -0.046799220144748681 12.34999990463257 1017.1499938964845 1022.0499877929689 -0.87878364324569691 8.5500001907348651 1007.7500000000001 8.9549999237060565 -0.87986603379249562 9.6949996948242205 0.52247866988182079 206.50000000000003 12.550000190734865 1007.7500000000001 48.094999313354499 1017.0499877929689 277.95277404785162 -0.47714059054851526 0.14780378341674807 -0.91702514886856068 -0.8703225553035735 1026.7500000000002 20.07499980926514 5.305000066757203 311.50000000000006 1027.9500122070315 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 8 4 26 6 24 -3 -2 10 -10 12 -5 -8 15 16 22 18 -18 20 21 -19 29 -24 -6 -16 -4 -28 -13 -11 right_child=1 7 3 11 5 -7 13 -9 9 14 -12 28 -14 -15 25 -17 17 19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=6.1330655345327053e-06 -0.006453347598178602 0.0015799527999158991 -0.022769155888818206 -0.013624552239639593 -0.034423977459470428 0.0010179354136866726 -0.049936823933212846 -0.0040779830768585407 -0.0010950590286833736 8.6160412484029031e-05 0.0429948253184557 -0.00058778475260746598 -0.0025127132104143263 -0.020780233645725045 -0.0065644479186218645 -0.013746866742400705 -0.015224675381776048 0.010251397298028072 0.031224198732525112 0.0023092685744930536 0.0095825131525689704 0.042201706744367032 0.045041024219244719 -1.9921430545609176e-05 -0.012433975139700817 0.013735261887213161 -0.0068795506292107433 0.013092760861802258 0.0093941476551948917 -0.014870255682090262 leaf_weight=1320424 399 3457 24 182 30 49 27 562 26 3126 20 801 739 43 468 74 72 21 20 78 53 41 20 41 226 33 66 57 140 53 leaf_count=1320424 399 3457 24 182 30 49 27 562 26 3126 20 801 739 43 468 74 72 21 20 78 53 41 20 41 226 33 66 57 140 53 internal_value=-1.01356e-06 -0.000862959 -0.001821 -0.00410285 -0.0120479 -0.0160927 -0.0186645 0.000788771 -0.000624105 -6.3114e-05 0.0180745 -0.00187551 -0.00470854 -0.0320263 -0.000266609 0.000423952 0.000721438 0.00758545 -0.00512709 0.0136453 0.0213341 0.0313798 0.00011766 0.0147542 -0.0150109 -0.00522734 -0.00172941 0.00237591 0.000897306 -0.000163192 internal_weight=1.33137e+06 10948 6929 2384 522 375 326 4019 4545 4146 46 1862 921 70 4100 3599 3525 285 92 193 115 62 3240 61 256 501 147 123 941 3179 internal_count=1331372 10948 6929 2384 522 375 326 4019 4545 4146 46 1862 921 70 4100 3599 3525 285 92 193 115 62 3240 61 256 501 147 123 941 3179 is_linear=0 shrinkage=0.05 Tree=1206 num_leaves=31 num_cat=1 split_feature=14 37 30 19 39 136 30 36 26 120 59 82 89 54 125 22 88 128 125 122 38 35 30 88 28 126 117 120 27 127 split_gain=2.96065 5.91258 7.96317 5.89216 6.77097 7.06503 6.03665 5.00352 11.0882 7.13068 6.9338 6.17673 8.35444 6.11866 10.7736 6.96352 6.24774 6.07669 6.04956 6.01666 5.19956 4.80017 6.59762 10.1557 12.6813 11.8432 7.80222 6.33007 6.70929 6.24394 threshold=4.9649999141693124 8.5500001907348651 1007.9500122070314 17.029999732971195 11.650000095367433 0 1010.1499938964845 12.750000000000002 276.50000000000006 0.52247866988182079 257.57569885253912 302.09510803222662 -0.91647389531135548 25.804999351501468 -0.5663846731185912 10.815000057220461 -0.98892554640769947 272.50000000000006 -0.93038213253021229 -0.87878364324569691 12.84999990463257 11.050000190734865 1001.8500061035157 -0.96441191434860218 1.0000000180025095e-35 -0.78257837891578663 0.061046212911605842 -0.63605400919914235 248.50000000000003 -0.94260558485984791 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 7 -5 -6 -7 9 13 17 -11 -10 -13 14 18 -16 -15 19 -9 -3 -14 -21 23 24 -23 -26 27 29 -29 -25 right_child=1 3 -4 4 5 6 -8 8 11 10 -12 12 20 16 15 -17 -18 -19 -20 21 -22 22 -24 26 25 -27 -28 28 -30 -31 leaf_value=5.826413099017426e-06 -0.0011791709487442858 -0.0048861772323234584 0.032583079625281598 -0.0044282235075845909 0.0052214593265952937 0.0072934498026510338 -0.0029296320002995787 -0.014228403659087195 0.00029394255086064502 -0.0094891791516501043 0.0014896349333573316 -0.018999700798702085 0.014314078236930074 -0.012275442276149989 -0.029978191869865573 -0.0026635253964923324 0.0023638736480617682 -0.013006834762877431 -0.00033801857944852192 -0.00068746376604677238 -0.0042618010180244447 0.0015585976609391935 0.0012343777107401571 0.043993035405874258 0.018272493515784541 0.058343928945916036 -0.017670061532408 -0.0052868038073499747 0.013605417683720589 0.0057938075502929481 leaf_weight=1320424 40 493 31 426 1075 182 699 151 1648 405 223 95 40 115 105 30 199 87 163 2125 647 59 1550 20 54 28 40 116 79 23 leaf_count=1320424 40 493 31 426 1075 182 699 151 1648 405 223 95 40 115 105 30 199 87 163 2125 647 59 1550 20 54 28 40 116 79 23 internal_value=-9.6288e-07 -0.000819811 0.0135621 -0.000913689 0.00128399 0.00252806 -0.000808535 -0.00152992 -0.00309359 -0.000588232 -0.00559065 -0.00144254 -0.00510204 -0.00835186 -0.0120962 -0.0239083 -0.00299766 8.38942e-05 -0.00701779 0.000332181 -0.00318024 0.000960577 0.00273919 0.00830591 0.0192362 0.0319554 0.00276214 0.00619612 0.00236697 0.0235609 internal_weight=1.33137e+06 10948 71 10877 2382 1956 881 8495 3193 5302 628 2430 782 763 449 135 314 4674 314 4587 687 4094 1969 419 141 82 278 238 195 43 internal_count=1331372 10948 71 10877 2382 1956 881 8495 3193 5302 628 2430 782 763 449 135 314 4674 314 4587 687 4094 1969 419 141 82 278 238 195 43 cat_boundaries=0 1 cat_threshold=1475 is_linear=0 shrinkage=0.05 Tree=1207 num_leaves=31 num_cat=3 split_feature=120 22 10 31 136 136 101 79 7 72 8 103 43 41 66 106 20 93 127 8 31 10 34 136 127 126 78 58 1 107 split_gain=2.70277 8.83039 10.3305 23.1988 17.7217 14.7889 12.0496 12.4536 9.98761 9.80876 9.66364 9.54896 8.97075 10.5061 8.83954 20.3099 10.3452 10.8356 9.51636 8.43013 7.68072 7.42442 12.8174 7.70635 23.4519 14.7575 11.3304 17.7986 9.81887 16.1746 threshold=-0.90255093574523915 6.1749999523162851 7.2500000000000009 1015.1499938964845 0 1 0.31680271029472357 29.095000267028812 8.9499998092651385 0.84069144725799572 5.6499998569488534 0.13545365631580356 14.34999990463257 9.9499998092651385 36.164999008178718 -0.82723283767700184 6.8350000381469735 0.37381653487682348 0.82409480214118969 7.9500000476837167 1008.4500122070314 13.650000095367433 10.050000190734865 2 -0.36648726463317866 0.2503704726696015 13.894999980926515 221.68575286865237 281.50000000000006 -0.94141948223114003 decision_type=2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 21 -3 5 -5 9 -6 14 -7 11 -9 20 13 -10 15 16 17 -8 -17 -13 -4 23 -23 25 26 -1 28 -28 -25 -30 right_child=-2 2 3 4 6 8 7 10 12 -11 -12 19 -14 -15 -16 18 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31 leaf_value=0.00020836213054895611 -2.9105200297123712e-05 -0.00032174577501507216 0.012732786415552855 0.0012745147765423057 -0.0004803515956429589 0.0029319297599793492 0.054466802068054682 0.0055087453302215131 -0.00066406227083266206 -0.0074669930919048014 0.039301858246160143 0.00024694994015387944 0.026423597250998555 -0.011860755105541708 -0.0028231779078549562 0.0043742433974564322 0.015818506644224288 0.0092004838213324541 0.015592031782476366 -0.005812508336008263 -0.00097398027724180053 0.018442227528276185 0.0024296983487216419 0.0012115494442254907 -0.0017630099668948353 0.0018832117066122783 0.061116786625074304 0.01032792534409226 0.0410217575451714 0.0073979958095679579 leaf_weight=45349 1151100 89680 194 4029 477 3062 39 34 1649 931 56 1152 28 240 187 1212 247 20 224 1144 216 132 2348 643 8079 18525 23 69 42 241 leaf_count=45349 1151100 89680 194 4029 477 3062 39 34 1649 931 56 1152 28 240 187 1212 247 20 224 1144 216 132 2348 643 8079 18525 23 69 42 241 internal_value=-9.12774e-07 0.000179106 -0.00011779 0.00109024 0.00333923 -0.000612953 0.00664035 0.00835555 0.00115771 -0.00303181 0.0265356 -0.00151709 -0.00167019 -0.00208662 0.00750734 0.00861629 0.0203117 0.0391223 0.00612409 -0.00277222 0.00551166 0.000591571 0.00328198 0.000500135 -0.000860897 0.000694 0.00628995 0.0230251 0.00462728 0.0123881 internal_weight=1.33137e+06 180272 104821 15141 6525 8616 2496 2019 4979 3637 90 2706 1917 1889 1929 1742 306 59 1436 2296 410 75451 2480 72971 9097 63874 1018 92 926 283 internal_count=1331372 180272 104821 15141 6525 8616 2496 2019 4979 3637 90 2706 1917 1889 1929 1742 306 59 1436 2296 410 75451 2480 72971 9097 63874 1018 92 926 283 cat_boundaries=0 1 2 3 cat_threshold=3170 1618 2993 is_linear=0 shrinkage=0.05 Tree=1208 num_leaves=31 num_cat=0 split_feature=14 16 36 118 100 121 31 17 108 29 32 123 106 128 123 36 79 52 132 29 40 29 82 39 19 124 19 22 53 55 split_gain=2.66361 5.78405 6.28107 14.113 7.57365 6.02322 5.62344 5.29972 5.04657 6.75978 8.30203 6.2018 6.21729 5.85724 5.52522 5.3114 5.19595 5.16136 5.04646 5.67784 4.65366 4.85803 4.61611 6.14979 4.43894 4.31963 4.44011 4.1975 4.12168 5.75051 threshold=4.9649999141693124 15.405000209808351 12.750000000000002 0.078456107527017607 -0.046799220144748681 -0.87878364324569691 1020.8500061035157 17.029999732971195 -0.84033736586570729 997.45001220703136 10.750000000000002 0.53727915883064281 -0.58184704184532154 200.50000000000003 -0.86159634590148915 8.6500000953674334 31.164999961853031 174.6549987792969 1015.0499877929689 1013.8500061035157 12.34999990463257 1017.2500000000001 301.68095397949224 15.34999990463257 15.405000209808351 -0.95878320932388295 13.344999790191652 7.8750000000000009 20.314999580383304 13.25500011444092 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 8 4 27 -6 -3 18 9 10 -2 13 -13 14 -10 -16 -15 -12 19 22 21 -7 -5 -24 -17 26 -14 -4 29 -11 right_child=1 6 3 7 5 20 -8 -9 11 28 17 12 25 16 15 24 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=5.5730539925579339e-06 -0.0050751996459439397 0.0015911397525734971 -0.015196592489955946 -0.0039322646370160558 -0.029735282788935464 -0.011440244892814653 -0.003337566937255499 0.012006864133153987 -0.0051001773283048425 -0.00018096467790504298 0.035786915624307268 0.005730179972736768 0.020715842619538308 -0.030189193822443484 0.019405351722663319 0.0011820242983189714 -0.0043207706680352042 0.0074518010318279267 0.01114654034968493 -0.00053596288626595783 0.0026230855843016841 -0.028827621953143756 -0.019047223015021035 0.0030235188685678407 -0.0037973287568238583 -0.013784096855979281 -0.009907397158957762 0.0037880425585137909 -0.0023468540430142794 0.03443149896338582 leaf_weight=1320424 32 3318 40 472 57 223 701 68 495 30 45 71 20 30 37 2688 55 25 68 1085 46 49 127 42 537 226 29 107 205 20 leaf_count=1320424 32 3318 40 472 57 223 701 68 495 30 45 71 20 30 37 2688 55 25 68 1085 46 49 127 42 537 226 29 107 205 20 internal_value=-8.66657e-07 -0.000777552 -0.00165282 -0.0037314 -0.0109972 -0.0147679 0.000731467 -0.00169448 -0.000562543 0.00514397 0.0160225 -0.00104899 -0.00746058 -0.000471575 -0.000177928 0.000569011 -0.0134508 0.0256672 -0.00221382 -0.00274018 -0.0120851 -0.0145725 -0.0064712 -0.0135622 0.000352904 -0.0108662 0.00259188 -0.00137784 0.000792533 0.013664 internal_weight=1.33137e+06 10948 6929 2384 522 375 4019 1862 4545 357 102 4188 346 3842 3757 3262 85 70 1794 1726 318 272 641 169 3225 275 49 147 255 50 internal_count=1331372 10948 6929 2384 522 375 4019 1862 4545 357 102 4188 346 3842 3757 3262 85 70 1794 1726 318 272 641 169 3225 275 49 147 255 50 is_linear=0 shrinkage=0.05 Tree=1209 num_leaves=31 num_cat=1 split_feature=96 136 76 8 73 10 124 89 113 123 74 72 75 14 108 13 15 20 66 28 78 84 31 10 37 75 67 3 32 29 split_gain=2.52227 6.4301 5.68821 7.35883 6.86789 5.91885 5.40239 5.23813 5.22917 5.22067 5.19241 7.9437 7.48621 6.66436 5.63322 11.7915 11.8821 6.73893 8.33846 6.92606 10.3747 8.62654 11.1641 8.58459 8.15025 11.2517 7.37111 6.47962 6.1786 6.0307 threshold=-0.9956085979938506 0 34.864999771118171 10.34999990463257 0.8223804533481599 16.650000572204593 -0.68832838535308827 -0.97276049852371205 -0.99353402853012074 0.28400452435016638 0.75651550292968761 0.91499611735343944 0.85790371894836437 0.78499999642372142 0.076409988105297103 2.1250000000000004 2.1550000905990605 6.0350000858306894 15.684999942779543 1020.7500000000001 20.714999198913578 0.67389139533042919 1011.0499877929689 1.8499999642372134 12.650000095367433 0.76017966866493236 32.18499946594239 141.50000000000003 14.050000190734865 1013.1499938964845 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 -3 6 5 -5 7 -4 -7 -10 11 12 13 -1 15 16 -12 18 -17 21 -21 22 24 26 25 -19 -23 29 -25 -18 right_child=-2 2 3 4 -6 8 -8 -9 9 -11 14 -13 -14 -15 -16 17 27 19 -20 20 -22 23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=0.0075811349501312773 1.4871830679365797e-05 -0.00061949548175889511 0.033089816043603011 -0.0079609582440129355 -0.017105555023489045 -0.011657586255266021 -0.0036224059626908493 0.001137910686109377 0.0019390898320125417 0.023601981879816065 0.0033772535271845345 -0.028393481821753087 0.0086543280492197335 -0.00044233026723241881 -0.00032022934751229682 0.040245966504638395 0.044648191316620164 -0.0040008317027240992 -0.00062413033492003493 0.0059955144214123429 -0.012739740576549079 -0.0040713597397600129 -0.0025961749210826452 -0.002149583277379481 0.0065339711938230769 0.039793096697804606 -0.024127643680748569 0.0079786838392222614 0.0032279379596002397 0.01699383744220857 leaf_weight=263 1265549 38625 29 385 129 48 54 23 112 37 1344 25 236 16230 3651 24 23 20 26 842 81 123 161 1991 105 55 73 240 730 138 leaf_count=263 1265549 38625 29 385 129 48 54 23 112 37 1344 25 236 16230 3651 24 23 20 26 842 81 123 161 1991 105 55 73 240 730 138 internal_value=-8.23325e-07 -0.000302587 -0.000706645 -0.00483541 -0.00666765 -0.00435409 0.0074544 0.0189572 0.00269486 0.00731847 0.00030167 -0.000229951 -0.000187863 -0.000314387 0.00122717 0.00217254 0.00563093 0.000746194 0.0189935 0.000527977 0.00435136 -0.000555198 0.00696976 -0.00143487 0.0155259 0.0281147 -0.0115413 0.0131844 -0.000706882 0.0209445 internal_weight=1.33137e+06 65823 39442 817 711 582 106 52 197 149 26381 16754 16729 16493 9627 5976 1745 4231 50 4181 923 3258 341 2917 180 75 196 401 2721 161 internal_count=1331372 65823 39442 817 711 582 106 52 197 149 26381 16754 16729 16493 9627 5976 1745 4231 50 4181 923 3258 341 2917 180 75 196 401 2721 161 cat_boundaries=0 1 cat_threshold=5954 is_linear=0 shrinkage=0.05 Tree=1210 num_leaves=31 num_cat=1 split_feature=135 22 33 79 19 31 126 111 6 16 123 12 34 34 30 36 19 41 74 11 52 136 23 19 125 23 23 52 114 79 split_gain=2.79943 5.78917 6.09925 5.2534 3.79834 2.57529 7.63864 12.7563 13.1967 16.7647 14.2659 14.9817 20.0603 10.252 14.2223 12.401 10.0153 8.92153 10.133 8.85683 10.2221 8.8058 10.1362 12.8704 13.8268 8.65494 8.42428 16.3105 18.198 22.5606 threshold=1028.5999755859377 8.1949996948242205 11.449999809265138 11.144999980926515 12.699999809265138 1009.3500061035157 -0.81408452987670887 -0.55290725827217091 8.4499998092651385 17.029999732971195 0.31729258596897131 2.935000061988831 15.150000095367433 14.250000000000002 1006.3500061035157 12.750000000000002 6.9049999713897714 10.84999990463257 0.80453985929489147 11.250000000000002 25.224999427795414 0 6.7850000858306894 10.405000209808351 -0.96811076998710621 7.0250000953674325 5.805000066757203 8.2449998855590838 -0.94828754663467396 15.545000076293947 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=5 -2 4 -4 -3 6 7 13 -9 10 11 -10 17 15 16 26 -15 18 -13 20 -17 22 -12 24 -24 -11 -1 28 29 -28 right_child=1 2 3 -5 -6 -7 -8 8 9 25 21 12 -14 14 -16 19 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0063300834600134364 -0.0027763262428701502 0.03822540243342519 -0.0064958097815344291 0.019803812624565487 0.01371687385388975 1.2259144346963797e-05 -7.0631676837862214e-05 -0.00082784366743794571 -0.0084594610119000605 0.040580671442591629 -0.0090042274380129905 0.0028567353609165371 0.037733725173812772 0.034864930905725643 -0.01216771139563752 0.022974339961524936 0.00038626679703593255 -0.0092735248486795398 -0.012992440405386416 0.0034488599878140787 0.0049299925016636492 -0.0093653609836238209 0.050103547737002374 -0.0027282984399227138 0.0076273969011154122 0.0072470924707026931 -0.0052480766196705162 -0.00091175343616662252 0.0031550641863565148 0.030752128000332887 leaf_weight=401 130 25 55 29 43 1185002 126660 9162 597 23 343 1212 36 23 327 155 250 223 110 592 159 1625 25 291 82 127 62 2249 692 146 leaf_count=401 130 25 55 29 43 1185002 126660 9162 597 23 343 1212 36 23 327 155 250 223 110 592 159 1625 25 291 82 127 62 2249 692 146 internal_value=-1.10657e-05 0.00497014 0.0115954 0.00258382 0.0227274 -1.21214e-05 -0.000210587 -0.00114791 -0.00193233 -0.00408813 -0.00463103 -0.00171106 0.0008372 0.00100179 -0.00513397 0.00182797 0.00329106 -2.25251e-05 0.00153797 0.00704925 0.0138372 -0.00731898 -0.00266891 0.00272387 0.0175517 0.0123582 0.000495447 0.00136462 0.00705304 0.0200213 internal_weight=1.33086e+06 282 152 84 68 1.33057e+06 145572 18912 13856 4694 4544 2178 1581 5056 600 4456 273 1545 1322 906 314 2366 741 398 107 150 3550 3149 900 208 internal_count=1330856 282 152 84 68 1330574 145572 18912 13856 4694 4544 2178 1581 5056 600 4456 273 1545 1322 906 314 2366 741 398 107 150 3550 3149 900 208 cat_boundaries=0 1 cat_threshold=300 is_linear=0 shrinkage=0.05 Tree=1211 num_leaves=31 num_cat=1 split_feature=135 38 33 4 132 134 85 123 111 7 23 136 126 6 26 8 29 29 21 31 36 21 115 30 18 35 7 23 29 0 split_gain=2.52694 5.70407 6.42809 3.51216 6.30348 2.93819 2.84665 2.52534 13.7539 12.1049 9.69927 9.40186 13.1516 10.9247 15.2682 10.6847 9.99076 9.80286 10.3037 8.99031 9.37987 9.32234 16.3336 13.2633 17.0929 9.08086 11.4745 9.55599 10.2071 8.78468 threshold=1028.1499633789065 11.34999990463257 10.449999809265138 4.5499999523162851 1027.1499633789065 1028.350036621094 0.74582815170288097 -0.79332312941551197 -0.84513789415359486 4.8500001430511483 6.9249999523162851 0 0.2503704726696015 9.5500001907348651 259.50000000000006 9.6500000953674334 1004.0499877929689 1024.2500000000002 8.2950000762939471 1014.8500061035157 9.6500000953674334 7.4549999237060556 -0.95368063449859608 1010.5499877929689 11.269999980926515 10.150000095367433 4.6499998569488534 8.5150003433227557 1014.5499877929689 287.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 -3 4 -4 7 -6 8 9 -1 29 12 13 19 -15 -14 -16 -17 -19 20 -10 22 23 24 -22 -21 -27 28 -28 -11 right_child=1 2 3 -5 6 -7 -8 -9 11 10 -12 -13 15 14 16 17 -18 18 -20 25 21 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.00037658285961675867 -0.0068802495383554043 0.030308389437517954 0.029337846736113234 -0.001785404760253355 0.010472069417655066 -0.0089467998004376728 -0.0058255895625777725 -4.7562298632045229e-05 0.014968412080790068 0.0110155898261107 0.0053735466250357453 -2.796022555893413e-05 -0.00026812639300301656 0.053335765625039736 0.032448992253331518 0.0015010649496402953 0.0039874084622322304 0.016675089947018547 -0.009146369929173186 -0.0011440058539086871 0.016056843002193743 -0.0010366988523919053 0.0013422794210682836 0.0063889548370214813 0.062887784394142388 0.0030708761649757207 0.03238476725737946 0.0013702351568518059 0.010752170505468709 0.031120928477453576 leaf_weight=549 90 28 33 108 74 92 42 1038671 112 142 335 243161 26112 21 37 7881 185 198 48 987 70 4225 2112 191 27 4410 61 252 514 88 leaf_count=549 90 28 33 108 74 92 42 1038671 112 142 335 243161 26112 21 37 7881 185 198 48 987 70 4225 2112 191 27 4410 61 252 514 88 internal_value=-1.05159e-05 0.00409332 0.00755866 0.00508009 0.0100564 -1.16726e-05 0.00457119 -1.10547e-05 0.000118932 0.00566404 0.0108018 9.76752e-05 0.000741448 0.00208215 0.0125857 0.000224633 0.00873101 0.00180787 0.0116368 0.00188522 0.000619496 0.000376918 0.00286547 0.0140356 0.0290923 0.00325527 0.00408439 0.00948898 0.0130471 0.0187081 internal_weight=1.33086e+06 375 285 257 149 1.33048e+06 116 1.33039e+06 291718 1114 565 290604 47443 13204 243 34239 222 8127 246 12961 6737 6625 2400 288 97 6224 5237 827 575 230 internal_count=1330856 375 285 257 149 1330481 116 1330389 291718 1114 565 290604 47443 13204 243 34239 222 8127 246 12961 6737 6625 2400 288 97 6224 5237 827 575 230 cat_boundaries=0 1 cat_threshold=269 is_linear=0 shrinkage=0.05 Tree=1212 num_leaves=31 num_cat=2 split_feature=3 120 10 15 20 24 6 34 36 118 18 28 30 36 67 14 68 64 136 33 136 29 122 35 8 39 32 120 8 55 split_gain=2.40351 6.48211 10.2343 16.7121 7.28721 6.18987 9.42252 6.84495 8.6567 7.68714 8.11213 7.70925 10.7949 9.29806 9.50842 8.43953 7.66016 8.81606 6.93482 6.75288 6.59438 6.47001 9.06355 6.80624 6.46148 8.86517 6.4398 6.3463 6.24641 5.96719 threshold=323.50000000000006 -0.96811076998710621 9.7500000000000018 3.0249999761581425 8.1549997329711932 291.50000000000006 8.2500000000000018 12.949999809265138 12.750000000000002 0.95878320932388317 8.7100000381469744 1014.5499877929689 1018.3500061035157 14.34999990463257 52.774999618530281 2.6650000810623173 319.80473327636724 94.704998016357436 0 11.050000190734865 1 1009.6499938964845 -0.25037047266960138 14.250000000000002 16.94999980926514 15.84999990463257 11.84999990463257 -0.60873827338218678 13.949999809265138 23.07499980926514 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 -4 -5 6 20 9 21 10 -7 12 16 27 15 -15 17 29 -19 -20 -3 22 -9 -23 -10 -26 -11 28 -13 -12 right_child=1 5 3 4 -6 7 -8 8 24 26 11 13 -14 14 -16 -17 -18 18 19 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=2.6407708245461617e-05 0.00085608952400613751 -0.0015756700563126615 0.0038501175099183993 0.050850128214806327 0.017267657868298036 0.00079048946790457415 -0.0017469790185210021 -0.0040438939508828913 -0.00016783927257686345 -0.0039124431393155884 0.00018447638800326831 -0.00078532209995523558 0.037453199868100459 -0.0025108718108730241 0.0089461135466037123 -0.0098153433917070008 0.0043053315294142502 -0.0002398456096610365 0.0050500383183103188 0.027517146341314042 -0.00013766768394771781 -0.0021069391096741534 -0.021169670648416697 0.0024898541590053658 -0.0083224055866657418 0.0096104754410960072 0.0010769366946684993 5.984929789913505e-05 -0.0041972276574821108 0.0040409225226785061 leaf_weight=1028940 9444 9032 216 30 35 44373 13357 365 58548 2035 20763 11893 20 1631 145 522 1389 110 58 79 67459 7179 98 907 462 81 948 48171 1512 1054 leaf_count=1028940 9444 9032 216 30 35 44373 13357 365 58548 2035 20763 11893 20 1631 145 522 1389 110 58 79 67459 7179 98 907 462 81 948 48171 1512 1054 internal_value=-9.99012e-06 -0.000134035 0.00113588 0.0105391 0.0327673 -0.000176302 -0.000521658 -2.29504e-05 -0.000433342 0.000183124 0.000239965 -3.97053e-05 0.000735166 -0.000324462 -0.0034472 -0.00428186 0.000703854 0.00047713 0.00987035 0.0167807 -0.00030769 -0.00192047 -0.00766879 -0.00159132 -0.000218192 -0.00564733 -0.00232681 -0.000207923 -0.00117016 0.000370785 internal_weight=1.33086e+06 301916 9725 281 65 292191 89848 202343 67640 134703 131720 87347 23473 63874 2298 2153 23453 22064 247 137 76491 8549 463 8086 59091 543 2983 61576 13405 21817 internal_count=1330856 301916 9725 281 65 292191 89848 202343 67640 134703 131720 87347 23473 63874 2298 2153 23453 22064 247 137 76491 8549 463 8086 59091 543 2983 61576 13405 21817 cat_boundaries=0 1 2 cat_threshold=516 22 is_linear=0 shrinkage=0.05 Tree=1213 num_leaves=31 num_cat=2 split_feature=8 7 20 68 87 37 136 84 10 136 37 104 17 127 20 52 28 65 20 52 85 31 33 12 66 26 86 59 23 68 split_gain=2.4427 7.62652 7.65533 10.607 8.26388 7.78553 7.07692 6.02096 5.83654 5.67012 7.18372 8.94451 7.18866 5.66535 5.56692 6.01854 7.16883 6.95821 5.49378 9.80928 7.67626 11.1152 10.7725 9.84712 16.3862 16.3493 9.38797 9.64141 7.67003 6.41348 threshold=2.2500000000000004 12.750000000000002 6.2750000953674325 282.23159790039068 0.86618646979331981 8.6500000953674334 0 0.77875950932502758 5.1499998569488534 1 18.550000190734867 -0.98470786213874806 15.405000209808351 0.64942333102226268 4.9449999332427987 7.7049999237060556 1015.9500122070314 6.7750000953674325 8.8949999809265154 11.664999961853029 0.81840530037879955 1026.4500122070315 14.150000095367433 2.3950001001358037 41.135000228881843 263.50000000000006 0.81914067268371593 305.64425659179693 6.5450000762939462 231.32740020751956 decision_type=2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -5 7 -7 9 10 18 -12 -13 -10 -8 -16 -17 -18 19 -4 22 29 -21 -24 25 -25 27 -27 -20 -22 right_child=-2 -3 8 4 -6 6 14 -9 13 -11 11 12 -14 -15 15 16 17 -19 28 20 21 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=-6.2457501415555142e-05 1.5500041191886511e-05 -0.0073827456736382932 -0.001062707674144343 -0.008982786992564799 0.00030965421820270257 0.00010207772909087085 0.0089981611494630489 0.0078406411905752194 0.001724931784512377 -0.00017987761587497333 0.028351632380968352 0.0015184871259774509 0.027227078933782619 -0.00065730536053044541 0.00079982199190875938 -0.00093604410682224996 0.0031485331569066537 0.01699941578737181 0.0073570528219008826 0.0011881413306399093 -0.012906705787948645 0.016984617926724507 0.0032705163320245522 0.060421428918838505 -0.0025631244791587422 0.014705366129471389 -0.0048312944813484427 0.041297076954221246 -0.0022358229473701213 -0.00050885318851274358 leaf_weight=30275 1171411 368 29256 130 5029 315 282 1244 6127 62470 38 436 29 4211 2994 212 168 197 213 1874 108 89 416 25 94 112 38 49 9590 3056 leaf_count=30275 1171411 368 29256 130 5029 315 282 1244 6127 62470 38 436 29 4211 2994 212 168 197 213 1874 108 89 416 25 94 112 38 49 9590 3056 internal_value=-9.49135e-06 -0.000193098 -0.000176466 0.000413652 0.00177722 0.00310893 0.00339938 0.00623704 -0.000380338 -0.000489082 -0.000914087 0.00502785 0.00312182 0.00075457 0.00222924 0.00170094 0.00637677 0.0106242 -0.000980827 -0.000688676 0.00117835 -0.000441853 0.00319926 0.00833393 0.0149578 0.0223103 0.0175225 0.0227985 -0.00202739 -0.000932042 internal_weight=1.33086e+06 159445 159077 40846 10571 5542 5412 1559 118231 107893 45423 503 465 10338 3853 3571 577 365 44920 35117 5861 3253 2608 734 318 224 199 161 9803 3164 internal_count=1330856 159445 159077 40846 10571 5542 5412 1559 118231 107893 45423 503 465 10338 3853 3571 577 365 44920 35117 5861 3253 2608 734 318 224 199 161 9803 3164 cat_boundaries=0 1 2 cat_threshold=640 403 is_linear=0 shrinkage=0.05 Tree=1214 num_leaves=31 num_cat=2 split_feature=52 96 60 72 39 38 102 135 119 101 55 29 136 52 15 31 136 52 79 43 128 39 92 64 35 3 39 55 115 4 split_gain=2.38624 8.66581 8.79587 11.8997 8.64321 8.46806 9.8222 9.7448 10.104 14.1178 9.57344 10.8072 8.97661 8.88065 8.28877 8.46932 9.13908 9.51064 9.16545 8.09928 8.00114 8.28338 7.98137 7.799 8.03551 7.69541 8.85259 7.67419 12.7647 8.86962 threshold=12.085000038146974 -0.73658791184425343 0.74243909120559703 0.7893071472644807 9.4499998092651385 13.150000095367433 -0.11820926517248152 1020.7500000000001 0.53727915883064281 0.13164453208446505 68.095001220703139 1010.2500000000001 0 113.14500045776369 2.7649999856948857 1013.3500061035157 1 29.974999427795414 11.034999847412111 12.550000190734865 133.50000000000003 14.150000095367433 -0.86788666248321522 24.945000648498539 12.84999990463257 177.50000000000003 13.250000000000002 6.3150000572204599 -0.74892720580101002 11.84999990463257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 2 3 -2 -4 6 -6 8 9 10 12 25 -7 14 15 -11 17 18 -17 -8 -9 23 -5 -22 -25 26 -12 -1 -29 -30 right_child=1 -3 4 22 5 7 19 20 -10 13 11 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=6.914073196196987e-06 0.00017090585876508707 -0.00068390592991542131 -0.003329531825532462 -0.0058623395827961892 -0.0018486565024240212 0.0036918783271778807 0.00066140932685529203 -0.0034097559437698995 0.00066542868702084128 -0.0039742718304557152 0.02658669899838666 -0.00417927204519311 -0.00010202361022380788 0.0007697375256892128 -0.0034955626715309491 0.043201165374469115 -0.00080880669098659099 -0.0012607790164503396 0.0011896302411332728 0.023754607595037669 0.012554678143129118 -0.0020788499505028954 0.001504905949320644 -0.0058125083873782199 0.0070715360614044959 0.015137076376354306 -0.0018113067745294722 -0.00079814063868413403 0.00012509423693475504 0.0033848513464895878 leaf_weight=1013828 48302 26974 1966 372 4194 2802 45152 360 10714 2400 30 1665 3507 2901 7454 37 8659 51 20 38 406 317 31273 165 454 123 322 76736 37424 2210 leaf_count=1013828 48302 26974 1966 372 4194 2802 45152 360 10714 2400 30 1665 3507 2901 7454 37 8659 51 20 38 406 317 31273 165 454 123 322 76736 37424 2210 internal_value=-9.01685e-06 0.000149878 0.000279369 0.000664656 -4.92366e-05 2.10368e-05 0.000466008 -0.000497388 -0.000652449 -0.00112356 0.000608413 -0.00228143 0.00158864 -0.00180349 -0.00220438 -0.00134251 -0.000622061 0.0132028 0.0284603 0.000680828 0.00320923 0.00498481 0.0014183 0.00716938 0.00363718 0.00437099 0.000608978 -3.72275e-05 -0.000421793 0.000306859 internal_weight=1.33086e+06 200658 173684 79947 93737 91771 49384 42387 40685 29971 8449 2140 6309 21522 18621 11167 8767 108 57 45190 1702 1342 31645 1025 619 475 352 1.1302e+06 116370 39634 internal_count=1330856 200658 173684 79947 93737 91771 49384 42387 40685 29971 8449 2140 6309 21522 18621 11167 8767 108 57 45190 1702 1342 31645 1025 619 475 352 1130198 116370 39634 cat_boundaries=0 1 2 cat_threshold=4754 128 is_linear=0 shrinkage=0.05 Tree=1215 num_leaves=31 num_cat=2 split_feature=31 30 12 18 29 121 21 136 40 83 124 3 32 13 15 15 30 31 136 79 36 68 32 14 32 30 120 5 126 21 split_gain=2.27061 10.471 7.51157 10.32 16.3332 12.0161 9.39734 14.1816 18.2201 19.9684 14.7645 12.23 12.2449 12.2031 10.6437 10.0513 10.0352 19.2639 9.73327 9.80324 13.8288 13.6606 12.132 9.69551 15.2976 12.5967 9.81843 11.8861 14.2424 30.3511 threshold=1021.6499938964845 1022.5499877929689 3.2949999570846562 11.269999980926515 1020.2500000000001 -0.82409480214118946 8.3550000190734881 0 11.050000190734865 270.43142700195318 -0.43049471080303187 299.50000000000006 11.050000190734865 2.0249999761581425 2.4150000810623173 2.3349999189376835 1024.6499633789065 1026.850036621094 1 16.714999198913578 9.7500000000000018 294.88720703125006 9.8499999046325701 1.1449999809265139 2.6000000238418584 1026.4500122070315 -0.62249094247817982 3.2500000000000004 -0.38266885280609125 6.1749999523162851 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 6 4 -4 -6 18 8 10 -10 11 -8 13 14 -13 -14 -17 -18 23 20 22 -22 -20 24 25 -2 27 -25 29 -29 right_child=2 -3 3 -5 5 -7 7 -9 9 -11 -12 12 15 -15 -16 16 17 -19 19 -21 21 -23 -24 26 -26 -27 -28 28 -30 -31 leaf_value=-2.3478473284901096e-05 0.0092012343070347839 -0.0015964218705643307 -0.010564771934490031 -0.0011778713802063998 0.036673656531742642 0.003659074099313861 0.0030182259704752889 0.00010220756551424411 0.010963767748074494 -0.015952475632230439 0.00090309575179295962 0.011461541737371591 0.0072162402009493427 0.0002926657246280229 0.050056010063575664 0.016651466397161131 0.062552384173542988 0.0053813870925375311 -0.0086252798060302595 0.001982926363621189 -0.00017476220329927706 -0.002665468266079597 0.0041024456522055965 -0.0013906293602699024 0.0019527998643686123 0.037397060012246706 -2.3544671320365624e-05 0.060757488658982187 0.0027330515647235767 0.0086351410828393316 leaf_weight=1157792 252 10678 210 16853 28 1757 2573 24425 848 75 14814 80 114 320 23 100 41 23 921 3860 41675 6343 235 1712 4484 47 34599 31 4110 282 leaf_count=1157792 252 10678 210 16853 28 1757 2573 24425 848 75 14814 80 114 320 23 100 41 23 921 3860 41675 6343 235 1712 4484 47 34599 31 4110 282 internal_value=-1.36084e-05 -3.78527e-05 0.000162527 -0.00077533 0.00262519 0.00417695 0.000287023 0.000899731 0.00192331 0.00877664 0.00157466 0.00461331 0.010468 0.00511079 0.0200797 0.0186195 0.0265461 0.0420066 1.69738e-05 -0.00044333 -0.000633873 -0.000503775 -0.0060379 0.000553271 0.00268299 0.0136334 0.000303335 0.00214681 0.00351604 0.0137974 internal_weight=1.3293e+06 1.16847e+06 160835 18848 1995 1785 141987 43436 19011 923 18088 3274 701 423 103 278 164 64 98551 53034 49174 48018 1156 45517 4783 299 40734 6135 4423 313 internal_count=1329305 1168470 160835 18848 1995 1785 141987 43436 19011 923 18088 3274 701 423 103 278 164 64 98551 53034 49174 48018 1156 45517 4783 299 40734 6135 4423 313 cat_boundaries=0 1 2 cat_threshold=598 5521 is_linear=0 shrinkage=0.05 Tree=1216 num_leaves=31 num_cat=2 split_feature=111 7 63 136 133 36 35 128 133 131 20 136 77 67 67 87 31 53 79 22 124 111 28 122 39 107 124 31 81 53 split_gain=2.19767 13.2068 14.4803 14.1549 15.471 13.3775 15.311 12.7127 14.3026 18.3769 15.3396 12.6134 17.0026 15.7278 11.7347 11.5668 10.9758 10.712 10.5576 10.5414 9.65498 26.3474 10.1398 9.37799 9.04044 8.94778 9.52507 10.2339 9.10384 10.0349 threshold=-0.017508870922029015 7.3500001430511483 0.48630981147289282 0 1023.2500000000001 13.34999990463257 10.84999990463257 215.50000000000003 1012.3500061035157 181.50000000000003 8.7150001525878924 1 15.015000343322756 18.704999923706058 32.764999389648445 0.79839262366294872 1.0000000180025095e-35 14.385000228881838 32.905000686645515 7.9749999046325692 0.078456107527017607 -0.90038016438484181 1011.8500061035157 -0.49240480363368982 8.8499999046325701 -0.8025403320789336 0.14780378341674807 1014.3500061035157 288.31871032714849 30.744999885559086 decision_type=2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 18 23 6 15 14 -9 10 19 12 -7 17 16 -3 -4 -14 -1 -10 -17 22 -22 -5 -25 -16 -27 28 -28 -30 right_child=-2 2 7 4 -6 11 -8 8 9 -11 -12 -13 13 -15 25 20 -18 -19 -20 -21 21 -23 -24 24 -26 26 27 -29 29 -31 leaf_value=-0.0017798756409342414 9.168767896244229e-06 -0.0018795556055462067 -0.0044043845693815678 -0.00074630137751705971 0.020425885210100275 -0.0029955717939429169 -0.003475053307463546 -0.0024032229602082887 0.027906287233875421 0.0020382037205770075 0.0028089595604687931 0.00037029862281587377 0.02834389061775125 -0.00057323273617477545 0.0023526405866359009 0.0040037045668731407 0.0027089676345874326 0.0057820841103691512 0.0065560533327004792 0.062577884679194548 0.074251563705149154 0.00099544397966525012 0.027926803262973272 -0.0080291816346848826 0.00033877957624216574 -0.00048063560020345891 -0.012291487463831999 0.0045735296733751471 0.036369320359968003 -0.0075907918460228867 leaf_weight=20524 1188860 909 571 41825 91 205 5075 165 101 138 50 3016 182 113 2488 682 10783 74 387 28 21 77 27 325 46997 4906 476 154 21 34 leaf_count=20524 1188860 909 571 41825 91 205 5075 165 101 138 50 3016 182 113 2488 682 10783 74 387 28 21 77 27 325 46997 4906 476 154 21 34 internal_value=-1.29279e-05 -0.000199975 0.000724538 -0.000454259 -0.000179759 -0.000789501 -0.00209453 0.00151375 0.00953507 0.015749 0.0263194 0.00167914 0.00840342 0.0149639 0.0013148 0.00198833 0.00235123 0.0218221 -0.00162483 0.0354319 0.00634508 0.0191196 0.0481939 -0.000200813 0.00028131 -0.000141773 -0.00125179 -0.00677483 -0.0100661 0.00919398 internal_weight=1.3293e+06 140445 30296 110149 89238 10381 6791 19915 482 317 179 3590 574 369 19433 1716 11354 256 20911 129 807 125 48 89147 47322 8079 5591 685 531 55 internal_count=1329305 140445 30296 110149 89238 10381 6791 19915 482 317 179 3590 574 369 19433 1716 11354 256 20911 129 807 125 48 89147 47322 8079 5591 685 531 55 cat_boundaries=0 1 2 cat_threshold=1553 1236 is_linear=0 shrinkage=0.05 Tree=1217 num_leaves=31 num_cat=2 split_feature=16 136 52 29 17 120 54 119 0 79 9 114 13 82 115 16 17 27 17 30 25 24 15 22 12 111 16 20 136 55 split_gain=2.22016 6.95069 6.70406 3.95629 3.60572 5.23305 4.05728 3.72144 4.5746 2.95002 3.8296 3.15408 3.84025 3.28238 3.23474 2.78616 13.1698 9.66474 11.6763 10.0028 8.87422 8.40024 10.1208 8.29435 8.08785 7.97089 7.52802 9.5303 7.43799 6.99389 threshold=22.289999961853031 0 35.055000305175788 1023.0499877929689 22.289999961853031 -0.86159634590148915 18.035000801086429 0.52247866988182079 55.500000000000007 8.9549999237060565 5.8500001430511483 -0.86159634590148915 2.4550000429153447 300.87425231933599 -0.96359375119209278 16.335000038146976 17.029999732971195 309.50000000000006 15.405000209808351 1019.8500061035157 269.50000000000006 323.50000000000006 2.185000061988831 10.654999732971193 3.9650000333786015 -0.62687724828720082 15.405000209808351 6.8750000000000009 1 6.5850000381469735 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=4 -2 3 9 15 -6 7 8 -7 11 -11 12 13 -3 -14 16 -1 18 19 24 -18 22 -19 -24 -17 29 27 -22 -27 -20 right_child=1 2 -4 -5 5 6 -8 -9 -10 10 -12 -13 14 -15 -16 17 20 21 25 -21 26 -23 23 -25 -26 28 -28 -29 -30 -31 leaf_value=-1.9599120590352858e-05 -0.0070632437147651224 0.00040814217671545017 -0.0088477196745225233 0.026951084183207876 -0.012609668254320111 0.036116329074970317 -0.0058343165966851475 -0.0017639000171228597 0.011168491962479847 0.0048169969115406282 0.035758884330280127 -0.0013471936871711579 0.036680184624024802 0.019273053855079436 0.010061366252601147 9.2304070130695646e-05 0.00022090895246480616 -0.00087615559444562433 -0.0094354315157091674 0.0035745394288447079 5.5031070680065494e-05 0.0038065530083708208 -0.0054767898141000896 0.0014679659560174266 0.0064880217498927174 0.00072744410477168292 0.0012355767129668814 0.005498519514779112 -0.00073561925080992997 -0.0020556582082941338 leaf_weight=1237918 118 90 60 29 35 21 44 46 147 20 20 99 21 31 25 9647 11271 5236 409 3338 1121 615 2798 508 521 11943 7040 2844 31797 1493 leaf_count=1237918 118 90 60 29 35 21 44 46 147 20 20 99 21 31 25 9647 11271 5236 409 3338 1121 615 2798 508 521 11943 7040 2844 31797 1493 internal_value=-1.22814e-05 0.00327638 0.00638242 0.00930072 -1.3551e-05 0.0055325 0.00799365 0.0108368 0.014287 0.00762798 0.0202879 0.00572422 0.00991626 0.0052413 0.0222134 -1.47742e-05 2.08357e-06 -0.000325792 -9.17759e-05 0.00119965 0.00120703 -0.00183738 -0.00224372 -0.00440966 0.000420015 -0.000473925 0.00221699 0.00395952 -0.000336139 -0.00364258 internal_weight=1.3293e+06 513 395 335 1.32879e+06 293 258 214 168 306 40 266 167 121 46 1.3285e+06 1.26019e+06 68305 59148 13506 22276 9157 8542 3306 10168 45642 11005 3965 43740 1902 internal_count=1329305 513 395 335 1328792 293 258 214 168 306 40 266 167 121 46 1328499 1260194 68305 59148 13506 22276 9157 8542 3306 10168 45642 11005 3965 43740 1902 cat_boundaries=0 1 2 cat_threshold=168 774 is_linear=0 shrinkage=0.05 end of trees feature_importances: station_id=2280 wvht_lag_1=1324 pres_lag_1=1250 pres_lag_12=1144 atmp_lag_12=809 wvht_lag_12=767 gst_lag_1=754 wtmp_lag_12=683 apd_lag_1=641 wspd_lag_1=602 apd_lag_12=591 ground_energy_lag_1=581 dpd_lag_1=577 wtmp_lag_1=574 pres_lag_6=559 pres_lag_3=539 atmp_lag_1=528 wtmp_lag_6=501 wind_energy_lag_12=493 wdir_cos_lag_12=481 wvht_lag_3=459 mid_energy_lag_12=442 wspd_lag_12=421 ground_energy_lag_12=421 atmp_lag_3=417 gst_lag_12=413 wvht_lag_6=412 atmp_lag_6=410 wdir_sin_lag_1=407 dpd_lag_12=404 wind_energy_lag_1=392 mid_energy_lag_1=390 wtmp_lag_3=369 wdir_cos_lag_1=369 dpd_lag_3=362 apd_lag_6=361 wdir_cos_lag_6=357 wdir_sin_lag_6=354 dewp_lag_12=331 wdir_cos_lag_3=321 wspd_lag_3=319 wdir_sin_lag_12=303 apd_lag_3=297 ground_energy_lag_6=290 dpd_lag_6=288 wspd_lag_6=278 wdir_lag_1=267 wind_dir_cos_lag_12=264 wdir_sin_lag_3=264 gst_lag_3=263 wind_dir_cos_lag_1=261 wind_dir_sin_lag_1=250 dewp_lag_1=233 mid_energy_lag_3=231 wind_energy_lag_6=231 ground_quality_lag_1=227 wind_quality_lag_1=224 bar_lag_12=219 wdir_lag_6=214 gst_lag_6=211 wdir_lag_12=209 wind_quality_lag_12=209 mid_energy_lag_6=207 wind_dir_lag_1=204 wind_dir_sin_lag_12=200 wind_dir_cos_lag_6=196 mwd_lag_1=194 wind_dir_lag_12=194 bar_lag_1=190 wind_dir_cos_lag_3=182 wind_energy_lag_3=179 ground_quality_lag_12=176 mid_dir_lag_12=168 wdir_lag_3=167 mwd_lag_12=167 ground_energy_lag_3=166 dewp_lag_3=151 mwd_sin_lag_1=145 wind_quality_lag_6=144 dewp_lag_6=138 mid_quality_lag_12=138 mid_quality_lag_1=133 mwd_sin_lag_12=133 mwd_lag_6=129 wind_dir_sin_lag_3=128 ground_dir_lag_1=124 mid_dir_cos_lag_12=124 mwd_cos_lag_1=124 mwd_lag_3=122 mid_dir_lag_1=122 wind_dir_sin_lag_6=122 mid_dir_sin_lag_12=121 wind_dir_lag_6=111 wind_quality_lag_3=110 ground_dir_cos_lag_1=108 mwd_cos_lag_12=102 ground_quality_lag_3=100 wind_dir_lag_3=100 mid_quality_lag_6=97 mwd_sin_lag_6=96 mwd_cos_lag_3=90 mid_quality_lag_3=89 bar_lag_6=88 bar_lag_3=87 mid_dir_cos_lag_1=84 mid_dir_sin_lag_1=83 mid_dir_lag_6=82 mwd_sin_lag_3=81 ground_dir_lag_3=79 ground_dir_cos_lag_12=79 mid_dir_sin_lag_6=78 ground_quality_lag_6=71 mwd_cos_lag_6=71 ground_dir_lag_6=69 mid_dir_cos_lag_6=68 mid_dir_lag_3=67 wd_lag_12=63 mid_dir_sin_lag_3=62 ground_dir_cos_lag_3=61 ground_dir_cos_lag_6=60 mid_dir_cos_lag_3=60 ground_dir_sin_lag_12=59 ground_dir_lag_12=58 ground_dir_sin_lag_1=57 wd_lag_6=55 wd_lag_1=54 wd_lag_3=47 ground_dir_sin_lag_6=44 ground_dir_sin_lag_3=40 parameters: [boosting: gbdt] [objective: regression] [metric: l1] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 2000] [learning_rate: 0.05] [num_leaves: 31] [num_threads: 8] [seed: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 5] [bagging_seed: 3] [bagging_by_query: 0] [feature_fraction: 0.9] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [extra_trees: 0] [extra_seed: 6] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 4] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 1] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: 136] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 5] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[["46011", "46012", "46013", "46014", "46022", "46025", "46026", "46027", "46028", "46042", "46047", "46053", "46054", "46069", "46086"]]