tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=36 objective=quantile feature_names=hour quarter day_of_week day_of_year month is_weekend is_holiday is_morning_peak is_evening_peak sin_hour cos_hour sin_day_of_week cos_day_of_week sin_day_of_year cos_day_of_year lag_1h lag_2h lag_3h lag_4h lag_24h lag_48h lag_7d lag_14d diff_1h diff_2h diff_24h diff_7d acceleration_1h ema_4step ema_12step rolling_std_4step rolling_mean_24h rolling_std_24h rolling_min_24h rolling_max_24h rolling_mean_7d rolling_std_7d feature_infos=[0:23] [0:3] [0:6] [1:366] [1:12] [0:1] [0:1] [0:1] [0:1] [-1:1] [-1:1] [-0.97492791218182362:0.97492791218182362] [-0.90096886790241903:1] [-0.9999994220246925:0.99998555065071859] [-0.99997919295908233:0.9999907524084426] [6738.3999999999996:19600.959999999999] [6738.3999999999996:19600.959999999999] [6738.3999999999996:19600.959999999999] [6738.3999999999996:19600.959999999999] [6738.3999999999996:19600.959999999999] [6738.3999999999996:19600.959999999999] [6738.3999999999996:19600.959999999999] [6738.3999999999996:19600.959999999999] [-3656.8799999999992:4967.0400000000009] [-3568.7399999999998:5474.2999999999993] [-7957.2200000000012:5055.0900000000001] [-6024.3799999999992:6587.0200000000023] [-4459.7800000000025:8623.9200000000001] [6780.3760616654363:19407.042628760952] [7042.2508613855871:19070.574200435512] [1.3097580480959434:2209.200663397894] [9715.1698958333345:16497.887500000001] [500.05847290444831:2724.3717086862798] [6738.3999999999996:12842.68] [11417.77:19600.959999999999] [10863.975639880951:15729.930357142855] [943.2530361279828:2364.658617514754] tree_sizes=2681 2775 2775 2784 2772 2780 2804 2787 2796 2794 2797 2787 2822 2794 2791 2790 2812 2802 2800 2810 2801 2807 2812 2810 2791 2828 2792 2810 2821 2811 2822 2804 2832 2807 2824 2812 2823 2833 2832 2826 2821 2834 2830 2821 2815 2823 2832 2827 2814 2835 2833 2826 2804 2822 2838 2840 2834 2849 2844 2864 2873 2861 2851 2844 2843 2859 2863 2827 2868 2845 2842 2861 2836 2842 2856 2830 2865 2879 2839 2833 2851 2875 2874 2863 2844 2873 2863 2862 2882 2889 2886 2835 2857 2858 2894 2890 2858 2882 2899 2899 2895 2871 2912 2855 2928 2892 2884 2858 2864 2896 2893 2901 2887 2881 2905 2886 2876 2884 2896 2879 2911 2882 2882 2888 2887 2908 2928 2895 2895 2887 2904 2928 2873 2876 2885 2903 2893 2866 2890 2881 2873 2899 2902 2893 2882 2890 2895 2904 2900 2923 2908 2907 2888 2875 2902 2920 2915 2910 2901 2909 2895 2897 2877 2896 2885 2911 2912 2926 2936 2925 2905 2927 2937 2900 2888 2900 2908 2944 2909 2895 Tree=0 num_leaves=31 num_cat=0 split_feature=28 28 27 28 0 30 30 28 23 23 27 30 28 28 23 24 35 0 0 28 23 28 10 28 15 32 28 30 24 28 split_gain=6010.91 198.212 165.297 114.629 190.947 47.7127 39.2607 89.708 32.3263 29.3078 32.3189 25.8472 23.2273 18.4601 13.3249 9.16306 7.14355 7.00684 6.92821 19.6517 6.62623 7.04636 6.22124 4.83939 15.7596 4.36033 4.05713 47.7649 4.053 7.28559 threshold=15805.474552509268 15239.302140754238 241.50500000000014 16149.12625297575 18.500000000000004 264.72735345284667 620.65734414571091 14506.386280724793 303.09500000000031 -66.605000000000459 -226.88000000000008 205.26874008886588 15604.930297216468 15422.537561982474 -594.01500000000021 -640.61500000000058 13035.417604166669 17.500000000000004 20.500000000000004 16303.901173908629 1109.5850000000012 15604.930297216468 -0.78656609248549325 15868.868719930977 15960.270000000002 1591.3909849891772 14892.126628527592 409.08095719397335 296.56000000000046 16011.90123356231 decision_type=2 2 2 2 2 2 2 2 2 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 9 4 14 13 26 -8 28 -3 20 12 -12 -4 -2 -15 -17 22 -5 -20 -11 -22 -14 24 -16 -18 -1 -28 -6 -30 right_child=3 2 5 18 8 -7 7 -9 -10 10 11 -13 17 15 23 16 25 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=15660.383185457549 15734.629012840298 15721.405433187891 15727.319490850614 15826.989591069854 15723.766964600389 15768.758515074029 15717.861997424066 15753.659187346175 15743.438449688303 15723.983022448327 15729.528530983953 15747.702056741458 15732.408694935097 15725.27205436945 15762.765952691287 15733.070546519133 15735.955499954 15728.120148104505 15730.276772871706 15762.111202675775 15728.667343358229 15741.190070303055 15741.3194210577 15766.201349468352 15728.847511706794 15743.55557757277 15715.673662198307 15742.161503632791 15726.39804586906 15735.030857400056 leaf_weight=70745 37 1182 119 6098 324 349 369 149 67 479 283 118 48 30 197 48 25 27 53 157 39 23 65 894 34 153 2172 82 61 46 leaf_count=70745 37 1182 119 6098 324 349 369 149 67 479 283 118 48 30 197 48 25 27 53 157 39 23 65 894 34 153 2172 82 61 46 internal_value=15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 15727.2 internal_weight=84473 76505 2988 7968 1660 724 73517 518 498 2264 1082 541 423 375 1162 256 226 140 6308 210 541 62 113 1125 231 178 72999 2254 431 107 internal_count=84473 76505 2988 7968 1660 724 73517 518 498 2264 1082 541 423 375 1162 256 226 140 6308 210 541 62 113 1125 231 178 72999 2254 431 107 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=28 28 0 28 27 30 23 30 28 23 23 30 28 15 28 15 28 30 17 0 28 23 15 28 15 24 28 21 30 28 split_gain=5855.5 185.733 247.203 140.032 146.33 48.8977 38.7939 37.5671 85.8217 21.8698 18.7319 29.2952 14.2365 28.2862 14.1112 19.0125 13.3504 11.1992 8.18858 6.94323 6.63478 14.3689 6.53274 5.90092 6.43688 5.25286 8.59395 4.76684 13.9588 29.0778 threshold=15733.915445903047 16220.316265950996 18.500000000000004 15239.302140754238 248.04000000000181 264.72735345284667 294.46000000000009 620.65734414571091 14506.386280724793 -517.3899999999993 -59.58000000000083 249.10687207521298 15868.868719930977 15827.635000000002 15547.487512979116 15514.375000000002 15422.537561982474 59.742664365629956 15899.030000000002 17.500000000000004 16303.901173908629 -634.14000000000021 16412.385000000002 15671.735963816345 15634.315000000002 363.24000000000075 16011.90123356231 15215.750000000002 423.51703763321285 14797.434365952289 decision_type=2 2 2 2 2 2 2 2 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 9 7 10 16 25 27 -9 -2 -5 14 13 -11 -12 -16 -6 -15 19 -18 21 -3 -14 -17 -25 -4 -27 -1 -29 -30 right_child=1 20 6 4 5 -7 -8 8 -10 12 11 -13 22 17 15 23 18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31 leaf_value=-62.972526336353987 7.0106650470194394 3.734312591717611 -2.5250084071313483 -7.4395696284314914 0.25520734432844622 38.969992955425042 15.928136557064247 -8.9665449728965907 25.398757352328321 34.256876919201027 -1.4005738076429832 16.880589228696191 38.280016537461051 7.8050255345799089 12.815947831249803 -0.013395714725193103 15.343869875600213 1.5896932371365255 2.1216631024522941 8.0449333430777923 97.218532525147893 40.973772989814755 6.4157902655337242 9.9036293096423478 2.9836291358948075 -1.5279140526283419 6.7676753894867421 -13.4530246490406 -2.0447234647951702 15.512250273711761 leaf_weight=70461 72 65 480 1047 116 312 88 369 149 294 582 74 1088 47 64 177 98 91 42 65 5644 267 26 21 58 81 57 2200 260 78 leaf_count=70461 72 65 480 1047 116 312 88 369 149 294 582 74 1088 47 64 177 98 91 42 65 5644 267 26 21 58 81 57 2200 260 78 internal_value=-4.37072e-05 0.0318602 0.0222651 -0.00352004 0.00550301 0.0222875 0.00251558 -0.00384602 0.00688803 0.0308826 0.000251111 0.0042377 0.0318862 0.0257222 0.00225277 0.009 0.0113271 0.0107826 0.0174634 0.0215215 0.0355917 0.0300964 0.0342765 0.004125 0.0132152 -0.00102265 0.00585507 -0.00392219 -0.00221907 0.00534911 internal_weight=84473 8300 2324 76173 2656 633 706 73517 518 1618 2023 976 1546 432 902 320 321 138 205 163 5976 332 1114 256 79 618 138 72999 2538 338 internal_count=84473 8300 2324 76173 2656 633 706 73517 518 1618 2023 976 1546 432 902 320 321 138 205 163 5976 332 1114 256 79 618 138 72999 2538 338 is_linear=0 shrinkage=0.04 Tree=2 num_leaves=31 num_cat=0 split_feature=28 28 0 28 15 28 15 30 28 23 28 15 30 30 30 28 15 30 15 28 30 28 15 30 28 16 30 16 0 15 split_gain=5687 178.402 154.515 182.807 135.491 45.9683 55.2549 45.0988 92.1811 42.3883 43.0026 32.5419 29.4382 17.0815 15.5394 12.4894 56.4111 11.669 10.6713 16.1908 7.96575 6.79948 6.31723 10.9103 6.11034 17.7625 8.74636 5.74228 5.69707 4.81692 threshold=15805.474552509268 15358.978769669788 19.500000000000004 16388.0073430144 15269.450000000003 16011.90123356231 15960.270000000002 620.65734414571091 14506.386280724793 -121.40500000000064 15604.930297216468 15694.085000000001 94.193483472816652 66.786702387696678 230.84356865657548 15080.112056264386 14870.550000000001 326.08799536502323 15448.320000000002 15547.487512979116 72.854790230522994 16220.316265950996 15005.340000000002 255.37952250649482 16303.901173908629 16782.935000000001 212.29004569113394 16097.545000000002 17.500000000000004 16412.385000000002 decision_type=2 2 2 2 2 2 2 2 2 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 5 21 14 6 27 15 -9 -6 18 13 -8 -12 -3 -1 17 -17 19 -11 -13 -4 23 -18 25 29 -27 -2 -15 -7 right_child=2 4 3 -5 9 24 12 8 -10 10 11 20 -14 28 -16 16 22 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-57.260229598319491 34.751485212655972 6.7268080537936807 -2.5552722110236208 48.111146642816607 -4.5057951817930029 40.236350367193985 10.517212987333769 -8.6078831739807367 27.19239561351068 2.4886897346187471 3.0042839561538859 5.8399171459761341 0.38961192696006036 19.783515806492382 39.033672119887783 1.1267591882856505 -1.6013891138720819 17.468187680318135 -3.4545102442212574 14.532129441721578 -1.6661137219422382 3.0559574458322238 -10.388928856177371 8.5694907317966145 95.199021084186967 9.8499671180360018 2.3326449443503536 4.3718818399614019 11.148051297450948 9.7622915307299998 leaf_weight=72038 484 69 374 490 898 909 99 369 169 156 61 92 174 181 281 36 108 108 369 47 121 120 1310 43 5102 44 61 33 49 78 leaf_count=72038 484 69 374 490 898 909 99 369 169 156 61 92 174 181 281 36 108 108 369 47 121 120 1310 43 5102 44 61 33 49 78 internal_value=-0.00010053 -0.00344997 0.0320592 0.0172195 0.00746299 0.0341501 0.0250633 -0.00379186 0.00774721 0.00339615 0.00875093 0.0172698 0.0105055 0.0259656 0.0304 -0.00387616 -0.000386294 0.0235 0.00124475 0.00861084 0.00538967 4.8582e-05 -0.00274059 0.00500662 0.035309 0.0325934 0.0169524 0.0327505 0.0309565 0.0342573 internal_weight=84473 76505 7968 984 2324 6984 790 74181 538 1974 1076 504 273 291 350 73643 1605 144 572 203 213 494 1461 151 6194 1092 105 517 230 987 internal_count=84473 76505 7968 984 2324 6984 790 74181 538 1974 1076 504 273 291 350 73643 1605 144 572 203 213 494 1461 151 6194 1092 105 517 230 987 is_linear=0 shrinkage=0.04 Tree=3 num_leaves=31 num_cat=0 split_feature=28 28 28 0 15 30 28 23 28 15 23 23 30 30 28 15 30 28 15 15 28 30 10 28 30 28 28 30 28 16 split_gain=5489.55 171.411 165.091 255.448 125.953 43.2079 117.219 41.4858 39.843 30.1497 28.5073 20.2386 16.7449 14.0597 10.6584 47.0465 14.3621 10.3377 13.8938 10.2214 15.3926 9.62425 8.14748 7.77454 7.71429 6.52469 6.14339 6.00665 5.94056 14.4647 threshold=15805.474552509268 15358.978769669788 16388.0073430144 18.500000000000004 15269.450000000003 578.0696341699296 14627.505099682132 -66.605000000000459 15604.930297216468 15694.085000000001 294.46000000000009 -361.36499999999972 71.104749899304821 269.67135179253694 15080.112056264386 14916.730000000001 382.08722825520391 15943.799454286047 15960.270000000002 15448.320000000002 15547.487512979116 193.55783962508335 -0.9159756150367534 16080.595097329728 212.29004569113394 14427.241720733226 16080.595097329728 94.193483472816652 16465.291353185792 17123.200000000004 decision_type=2 2 2 2 2 2 2 2 2 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 11 13 14 25 -6 19 12 23 21 -10 -3 -1 16 -16 18 22 20 -9 26 -13 -5 -25 -7 -2 -11 29 -4 right_child=2 4 28 10 7 6 -8 8 9 27 -12 17 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-55.472132353160106 8.6332834467490471 6.6344355190243451 40.623127509757325 -2.8060161615521868 -3.4564119993429632 -11.755182821851777 25.742067724267983 2.5188571058249365 3.2796020446863685 5.8423231102825559 13.748533624973275 6.1759991617197691 18.538923176552174 38.02630837215969 3.683204066051629 -7.1047370785435469 16.629721487227506 37.727405757814971 4.1933529057163836 -3.2768578146642056 14.00067398184593 1.6145445608146112 35.44606523325568 4.6575336924645132 0.73490426574834378 3.8933071366627185 11.718634097009271 -2.9750724639400206 91.699921116094487 3.4656266448830868 leaf_weight=71778 61 99 266 352 971 578 177 147 61 102 97 59 223 251 102 1424 72 1282 73 337 46 47 286 112 224 50 63 87 4980 66 leaf_count=71778 61 99 266 352 971 578 177 147 61 102 97 59 223 251 102 1424 72 1282 73 337 46 47 286 112 224 50 63 87 4980 66 internal_value=-0.000149777 -0.00344056 0.0314468 0.0233042 0.00725645 -0.00377568 0.00544099 0.00333536 0.00904088 0.0174799 0.00415287 0.0313394 0.0257183 0.0293714 -0.0038768 -0.000645808 0.0189885 0.0326588 0.0271962 0.00150943 0.00884974 0.0182222 0.0305507 0.0012907 0.00564286 -0.00266242 0.0240645 0.00510053 0.0355181 0.0303373 internal_weight=84473 76505 7968 2656 2324 74181 805 1974 1003 473 785 1871 284 350 73376 1598 174 1700 418 530 193 171 345 688 336 628 124 189 5312 332 internal_count=84473 76505 7968 2656 2324 74181 805 1974 1003 473 785 1871 284 350 73376 1598 174 1700 418 530 193 171 345 688 336 628 124 189 5312 332 is_linear=0 shrinkage=0.04 Tree=4 num_leaves=31 num_cat=0 split_feature=28 0 28 28 27 28 30 15 30 28 0 10 28 30 23 10 28 28 28 27 27 27 30 28 28 30 0 24 0 17 split_gain=5306.24 184.504 167.064 166.324 162.231 66.2527 65.2213 47.5853 24.4383 84.0878 23.9776 40.2829 22.0971 19.6618 19.405 17.4942 17.2791 16.8946 12.0251 29.6442 10.3712 9.99636 9.50596 9.34514 9.10589 7.29929 6.83327 12.2434 5.99848 9.20899 threshold=15805.474552509268 19.500000000000004 16551.66509046037 15128.277377770673 255.3599999999997 16080.595097329728 290.37611360510112 16097.545000000002 578.0696341699296 14627.505099682132 17.500000000000004 -0.60355339059327384 15604.930297216468 125.8031635002552 -76.984999999999658 -0.78656609248549325 15422.537561982474 15489.71576968409 16551.66509046037 -1119.3249999999996 -802.76500000000112 -690.12999999999909 188.82986322216615 15943.799454286047 16220.316265950996 269.67135179253694 17.500000000000004 -50.155000000000648 17.500000000000004 15390.485000000002 decision_type=2 2 2 2 2 2 2 2 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 5 24 8 10 7 17 14 -1 -10 11 12 -5 -9 23 -14 25 -6 19 22 -17 -16 -7 -2 -3 -13 27 -19 -21 -30 right_child=1 2 -4 4 6 18 -8 13 9 -11 -12 16 15 -15 21 20 -18 26 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-52.103924373759874 3.7266712825995501 -2.4527290622884754 45.636437361972128 -2.7603206442487402 2.0164646650809406 13.172928041029886 34.745724721559164 8.5503977179098722 -6.0152880638140047 19.311904361181732 -11.828749597137127 2.2043923532242213 2.9413601219228558 -0.057966423245918518 8.971740995255006 1.4879542348841504 16.752272471696564 5.5507391932954411 90.536264124389135 40.693022102987378 12.379757338070467 35.232962453594077 2.5688261534905212 10.145710398623706 2.6730320811234116 9.2378327498921369 8.3570873786601574 16.244211628663979 24.953109354005747 6.6444994614065891 leaf_weight=72099 121 374 395 952 238 58 384 56 628 126 1291 95 242 157 81 24 119 57 4253 1193 64 588 110 67 215 22 83 81 216 84 leaf_count=72099 121 374 395 952 238 58 384 56 628 126 1291 95 242 157 81 24 119 57 4253 1193 64 588 110 67 215 22 83 81 216 84 internal_value=-0.000190026 0.0308745 0.0146585 -0.0034254 0.00490471 0.0331592 0.0202942 0.024 -0.00384297 0.00332095 0.000286222 0.00369433 0.000898595 0.00707981 0.0282054 0.00981818 0.0188814 0.0101176 0.0348164 0.0319302 0.0250909 0.0313961 0.016 0.0168511 0.00116129 0.00796581 0.0180814 0.0235362 0.0337227 0.0286667 internal_weight=84473 7968 984 76505 3652 6984 843 1070 72853 754 2809 1518 1282 213 857 330 236 459 5914 1661 88 669 168 188 589 117 221 138 1493 300 internal_count=84473 7968 984 76505 3652 6984 843 1070 72853 754 2809 1518 1282 213 857 330 236 459 5914 1661 88 669 168 188 589 117 221 138 1493 300 is_linear=0 shrinkage=0.04 Tree=5 num_leaves=31 num_cat=0 split_feature=28 28 0 28 27 28 27 23 28 30 24 30 0 0 0 23 28 23 0 16 27 34 30 28 28 28 19 30 28 16 split_gain=5134.91 205.766 159.258 145.879 124.165 47.0054 57.8686 45.7039 86.7137 68.5693 41.0825 34.3504 29.8669 29.1267 36.4868 15.7086 10.7047 10.5293 10.5691 12.8462 10.2274 10.045 9.83996 9.74069 9.38019 9.20389 8.99519 32.6862 23.4989 8.13862 threshold=15868.868719930977 15358.978769669788 19.500000000000004 16551.66509046037 163.62000000000174 16465.291353185792 -480.57999999999987 1347.3300000000011 14710.725798728314 394.85580750681839 -62.720000000000248 183.9851068398111 17.500000000000004 17.500000000000004 14.500000000000002 1109.5850000000012 15604.930297216468 -490.62499999999994 17.500000000000004 15448.320000000002 693.22499999999957 17958.330000000005 110.32757054976554 15604.930297216468 16080.595097329728 15671.735963816345 15390.875000000002 409.08095719397335 14465.622387771522 15448.320000000002 decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 13 6 11 26 21 -10 -6 24 -12 14 15 25 22 -8 -19 -20 -14 -9 -16 -17 29 -3 -1 -28 -29 -2 right_child=2 4 3 -5 10 -7 17 8 9 -11 12 -13 20 -15 16 23 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-54.316775323518961 10.896666744996725 -3.0651546696206124 0.80233459629740933 43.810979867493224 3.553338291383346 85.993929656180271 7.0467254550844602 -10.718786392645837 1.0283275922737882 22.05004416525335 34.341383163534658 1.9053092620138614 5.3042085234016554 -7.6923053161194552 -0.11528460390395234 5.449060407638326 15.64055942730687 38.00056464181089 27.113707493246711 7.9653279294325978 18.864967679360966 5.4374360041983891 9.5249684309669185 12.572974868082648 14.938951526113351 3.3887266856139333 -8.4363481084571905 -0.83237275078435946 21.313714943885362 5.3144847436413478 leaf_weight=70036 38 456 529 395 191 4542 49 1157 229 226 434 215 109 871 45 59 97 1309 151 98 52 21 42 45 192 255 2324 89 99 118 leaf_count=70036 38 456 529 395 191 4542 49 1157 229 226 434 215 109 871 45 59 97 1309 151 98 52 21 42 45 192 255 2324 89 99 118 internal_value=-0.000234064 -0.00334303 0.0310498 0.0154805 0.00759638 0.0331931 0.0283502 -0.0037347 0.00288304 0.0177143 0.0209364 0.0173144 0.0261176 0.0019893 0.00665065 0.0030184 0.0227391 0.0322166 0.0327908 0.0252369 0.0114037 -0.0028455 0.0125517 0.0175385 0.0250805 0.000894514 -0.00388366 -0.00153185 0.0145106 0.0177949 internal_weight=84473 76837 7636 924 2656 6712 2170 74181 1633 455 786 563 595 1870 999 815 184 1607 1558 249 161 1178 87 104 348 711 72548 2512 188 156 internal_count=84473 76837 7636 924 2656 6712 2170 74181 1633 455 786 563 595 1870 999 815 184 1607 1558 249 161 1178 87 104 348 711 72548 2512 188 156 is_linear=0 shrinkage=0.04 Tree=6 num_leaves=31 num_cat=0 split_feature=28 28 28 0 30 23 30 30 28 30 28 23 0 15 28 15 28 15 30 28 24 28 30 15 30 28 0 32 30 28 split_gain=4901.59 194.281 184.547 247.848 148.906 62.1904 50.7511 39.0015 37.3201 26.4512 109.496 24.8732 22.8105 15.8976 15.7516 15.0738 12.0563 18.1096 9.78134 9.72668 9.65716 9.0708 54.5063 10.7776 8.72272 8.55922 7.86224 10.1923 7.76597 7.53248 threshold=15868.868719930977 15183.021730148981 16640.333737301524 18.500000000000004 394.85580750681839 -10.55499999999938 193.55783962508335 154.93473106653687 15671.735963816345 515.52652278222115 14627.505099682132 -361.36499999999972 17.500000000000004 15761.750000000002 15422.537561982474 16782.935000000001 16011.90123356231 16028.245000000001 157.93882664325966 14390.714276099028 1684.6949999999999 14797.434365952289 394.85580750681839 14734.650000000003 249.10687207521298 16011.90123356231 17.500000000000004 1979.8505811259752 84.72944840376401 16220.316265950996 decision_type=2 2 2 2 2 2 2 2 2 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 11 5 -3 8 25 -7 21 19 18 14 -10 -8 16 17 28 -2 -11 29 -1 23 24 -23 -5 -18 -28 -13 -9 right_child=2 4 -4 7 -6 6 12 20 13 10 -12 15 -14 -15 -16 -17 26 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-56.539030589001705 9.1542004716681262 -2.8497945386428269 83.215323507652144 4.7092996926074555 36.634193248182363 0.26356583351582236 6.4067775213161591 -1.2582502070537158 9.8559085706874754 -13.425219154446371 18.799638000695623 6.6456031252752341 5.6961028549821311 3.8167869587229091 18.089388036024246 6.5505126579745072 37.748770321308768 3.4655669787961472 3.4327459256733426 5.8639586179119068 18.404720409624947 -3.6980688991353214 10.279455184552132 -10.8933443007716 5.1681731188680713 10.633734152094675 23.324347939516183 -0.52331817293763594 33.060676347616699 1.7174497104558668 leaf_weight=69315 142 1669 4316 32 261 905 141 406 170 1066 172 151 127 161 218 48 1470 65 83 82 28 127 87 2193 143 98 188 21 188 400 leaf_count=69315 142 1669 4316 32 261 905 141 406 170 1066 172 151 127 161 218 48 1470 65 83 82 28 127 87 2193 143 98 188 21 188 400 internal_value=-0.00030604 -0.00334355 0.0302588 0.0231687 0.00566046 0.00341964 0.00875261 0.00608299 0.0044466 -0.00379285 0.00181818 0.0301596 0.0197037 0.0159396 0.0248579 0.0314951 0.0320058 0.025802 0.0175111 -0.00264112 0.00290647 -0.00389592 -0.00155294 -0.00265205 0.00488889 0.0264615 0.0334985 0.0262392 0.0295103 0.00210422 internal_weight=84473 76837 7636 3320 3652 3391 1722 964 1236 73185 1320 2356 486 331 359 2131 2083 404 225 1148 834 71865 2550 2463 270 130 1679 209 339 806 internal_count=84473 76837 7636 3320 3652 3391 1722 964 1236 73185 1320 2356 486 331 359 2131 2083 404 225 1148 834 71865 2550 2463 270 130 1679 209 339 806 is_linear=0 shrinkage=0.04 Tree=7 num_leaves=31 num_cat=0 split_feature=28 28 0 21 30 28 23 23 28 0 30 28 15 30 30 28 30 23 10 28 28 30 30 16 28 15 29 0 13 16 split_gain=4720.28 269.697 308.75 125.485 117.419 106.54 40.0751 38.8257 33.5383 21.1764 19.6181 19.3792 24.478 16.6463 16.6041 16.5093 56.4741 15.7088 15.3397 20.9954 13.5776 16.1838 9.44176 7.70005 7.54246 15.9908 7.17298 5.79051 5.37741 5.11573 threshold=15733.915445903047 16743.512839067673 18.500000000000004 15454.855000000001 297.2799286525879 14627.505099682132 433.71000000000009 -129.19500000000059 16011.90123356231 17.500000000000004 409.08095719397335 15422.537561982474 15514.375000000002 127.33060915906843 133.14608748567099 14844.897052144461 394.85580750681839 827.44499999999982 -0.78656609248549325 16011.90123356231 16011.90123356231 148.81466408233146 169.48833316100078 15323.910000000002 15547.487512979116 15514.375000000002 14291.268814124216 12.500000000000002 0.63257020223555627 15634.315000000002 decision_type=2 2 2 2 2 2 2 2 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 7 15 11 -6 20 8 27 18 23 -5 14 -10 -13 -1 24 28 19 29 -4 -22 -21 26 -17 -26 -7 -2 -11 -9 right_child=1 -3 6 4 5 10 -8 9 13 17 -12 12 -14 -15 -16 16 -18 -19 -20 22 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-54.001037689543736 -0.30112779575848181 81.074118869418456 -3.6929922501482664 -6.1076385273876355 -0.80116163989875022 5.185898965625781 13.435370733917329 8.416452695617652 11.34625632385106 6.7950861603370383 27.876873621054838 0.50833166539378705 -0.37440833605697138 7.2265320554088843 13.074771419691734 -5.8201718801754385 24.289468258108887 22.294452827875762 40.488223592599986 13.841277162199383 6.312300850100522 1.2240887905945737 5.5976967655523664 -25.959367092405646 11.183757559581791 -0.2101245973449937 13.329204281422081 5.2263510826536308 17.389685720523996 4.5622203368744811 leaf_weight=69464 117 3984 401 1751 357 59 113 57 306 129 357 71 391 161 137 2877 86 207 1350 451 41 713 29 24 60 426 113 67 24 150 leaf_count=69464 117 3984 401 1751 357 59 113 57 306 129 357 71 391 161 137 2877 86 207 1350 451 41 713 29 24 60 426 113 67 24 150 internal_value=-0.000360495 0.0282843 0.0213568 -0.00348171 0.00419632 0.0163956 0.00476972 0.0282572 0.0195945 0.0306099 0.0273924 -0.000527661 0.0056828 0.0252934 0.0167692 -0.003825 -0.0011238 0.0216667 0.0321905 0.0273246 0.00254545 0.00570822 0.0319167 0.0172245 -0.00194231 0.00266667 0.020186 0.00513043 0.0119477 0.0166763 internal_weight=84473 8300 4316 76173 3260 910 1268 3048 651 2397 553 2350 599 467 208 72913 3449 360 2037 687 1155 754 480 196 3363 486 172 184 153 207 internal_count=84473 8300 4316 76173 3260 910 1268 3048 651 2397 553 2350 599 467 208 72913 3449 360 2037 687 1155 754 480 196 3363 486 172 184 153 207 is_linear=0 shrinkage=0.04 Tree=8 num_leaves=31 num_cat=0 split_feature=28 28 0 28 15 21 30 28 30 0 30 28 23 10 0 16 30 28 15 30 28 0 27 35 28 28 30 24 0 33 split_gain=4554.69 226.437 178.562 200.768 122.334 66.1192 87.3245 88.8112 48.172 37.6532 32.5795 28.7678 22.0072 19.7528 19.6081 17.8409 13.2949 12.5609 12.7143 10.5759 11.3486 14.8859 9.81656 9.07219 8.97669 8.66585 68.1305 8.25586 7.78935 7.11912 threshold=15943.799454286047 15547.487512979116 18.500000000000004 16847.518346585832 15574.040000000003 15396.495000000001 382.08722825520391 14710.725798728314 150.32646271076661 18.500000000000004 133.14608748567099 16743.512839067673 -319.30999999999943 -0.78656609248549325 17.500000000000004 15899.030000000002 131.71506657262705 15671.735963816345 15827.635000000002 236.63702565530431 14753.988221402144 17.500000000000004 -466.50499999999732 12918.033534226193 14249.936236214997 14546.019980562387 409.08095719397335 1684.6949999999999 15.500000000000002 11802.425000000001 decision_type=2 2 2 2 2 2 2 2 2 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 10 25 19 24 -4 13 -3 12 16 -6 22 -16 -2 -15 -19 -7 -21 28 -14 -12 -8 -1 -27 -10 -22 -26 right_child=2 4 3 -5 9 6 7 -9 27 -11 23 -13 14 17 15 -17 -18 18 -20 20 21 -23 -24 -25 29 26 -28 -29 -30 -31 leaf_value=-57.402300697841568 9.4034908236839154 2.5171740821720086 10.21351328787444 55.485352454530734 2.6050958056453575 -5.9668327120631508 -10.034249664195086 21.600441679770849 1.1133008613275395 -5.7744972945241591 10.690209374307297 80.748594691269531 14.803783044514219 0.069864893091729746 21.1867913084319 2.9435216618780169 4.6473565390204667 11.095519049744208 5.4082322875031723 -8.3981328520387351 2.8638868944917744 -2.1625322881568976 36.957037719215585 33.29093028845756 1.1744474884011435 -7.2937105731855869 18.890056255369217 16.681090741301897 8.127841025262855 11.988141719862611 leaf_weight=67461 142 95 119 671 519 1815 208 309 880 615 25 3230 337 65 220 72 121 192 102 196 79 107 1479 379 108 4627 131 33 99 37 leaf_count=67461 142 95 119 671 519 1815 208 309 880 615 25 3230 337 65 220 72 121 192 102 196 79 107 1479 379 108 4627 131 33 99 37 internal_value=-0.000417318 -0.00327484 0.0297733 0.018431 0.0100361 -0.00362755 0.00223394 0.0150332 0.00735659 0.00430542 0.0271824 0.0332219 0.029876 0.00962187 0.0312372 0.0216164 0.0189658 0.0168357 0.0203537 -0.00145645 0.00381705 0.00891228 0.0327841 0.0321386 0.00132578 -0.00386763 -0.00221774 0.00423658 0.016 0.00896552 internal_weight=84473 77169 7304 1703 1992 75177 2958 662 1032 1493 499 5601 2371 878 2108 292 263 359 294 2296 481 285 1816 404 353 72219 4758 913 178 145 internal_count=84473 77169 7304 1703 1992 75177 2958 662 1032 1493 499 5601 2371 878 2108 292 263 359 294 2296 481 285 1816 404 353 72219 4758 913 178 145 is_linear=0 shrinkage=0.04 Tree=9 num_leaves=31 num_cat=0 split_feature=28 28 28 0 15 21 30 28 30 0 30 27 30 30 16 10 0 13 10 28 28 15 33 16 1 35 30 28 30 17 split_gain=4341.25 219.639 189.345 218.258 120.63 63.41 81.3033 80.0561 43.1082 35.4462 31.5958 25.8827 22.9758 22.9471 21.662 19.0646 16.2954 17.242 16.2042 15.0116 11.8672 11.5306 10.3788 10.0647 9.21816 8.76691 7.84831 7.52436 55.1373 6.88995 threshold=15943.799454286047 15547.487512979116 16847.518346585832 18.500000000000004 15574.040000000003 15276.630000000003 305.24786635014897 14710.725798728314 150.32646271076661 18.500000000000004 133.14608748567099 -75.530000000000641 171.177959967547 492.32835310678547 15574.040000000003 -0.78656609248549325 17.500000000000004 0.51297097409535064 -0.98296291314453399 16220.316265950996 15671.735963816345 15827.635000000002 12152.130000000003 15960.270000000002 1.0000000180025095e-35 12918.033534226193 145.66427973509167 14546.019980562387 409.08095719397335 14825.635000000002 decision_type=2 2 2 2 2 2 2 2 2 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 11 10 27 -7 22 -5 15 -3 12 19 -9 -14 -6 18 24 -13 23 -17 -22 -8 -2 -18 -12 -26 -1 -29 -10 right_child=2 4 -4 8 9 6 7 13 29 -11 25 16 14 -15 -16 20 17 -19 -20 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-55.429758204019599 8.6642124537969636 2.4164871188851467 75.648552142652477 9.8049727563594846 2.500891973419527 -4.1518748247577113 -0.67081663580207962 7.8722181255844781 16.873183983491781 -5.5435174027432064 10.262600999335037 8.3529335807229206 26.516160139571941 22.268803641906722 3.0512187808447124 0.067070297368049064 13.296946672270593 24.831611975573907 38.330028440487169 13.915942344457179 10.651698287754435 5.1919029960030212 18.362246591143922 5.5335337821994681 6.0588347620570753 31.959293076919231 -0.086241079611208984 -7.8282798654186152 18.134452438842022 1.06820548990996 leaf_weight=67290 124 95 3652 119 519 2406 476 240 32 615 25 137 49 213 183 65 48 111 1293 413 192 102 26 144 48 379 70 4415 111 881 leaf_count=67290 124 95 3652 119 519 2406 476 240 32 615 25 137 49 213 183 65 48 111 1293 413 192 102 26 144 48 379 70 4415 111 881 internal_value=-0.000484558 -0.00327432 0.0289901 0.0225498 0.00983534 -0.00362169 0.00174829 0.011623 0.00696899 0.00414467 0.0268617 0.028687 0.0232508 0.0238146 0.0123793 0.00930296 0.0315946 0.0227148 0.0333147 0.0269545 0.01639 0.0198095 0.000621513 0.0195821 0.0145542 0.0317426 0.00854237 -0.00387301 -0.0022943 0.00401752 internal_weight=84473 77169 7304 3652 1992 75177 3361 955 1032 1493 499 2620 913 453 232 878 1707 277 1430 681 359 294 502 268 166 404 118 71816 4526 913 internal_count=84473 77169 7304 3652 1992 75177 3361 955 1032 1493 499 2620 913 453 232 878 1707 277 1430 681 359 294 502 268 166 404 118 71816 4526 913 is_linear=0 shrinkage=0.04 Tree=10 num_leaves=31 num_cat=0 split_feature=28 28 0 28 30 23 30 10 0 30 30 28 28 13 0 30 28 1 15 28 16 30 28 15 28 29 28 30 28 30 split_gain=4125.79 244.621 258.803 170.059 187.557 52.5293 67.6899 33.6983 43.6838 36.7961 33.4269 33.0351 28.0623 25.3695 21.9941 17.9516 76.2548 14.8127 14.123 13.6587 11.0428 10.4851 8.5725 19.1113 7.77794 7.50372 7.48416 6.72227 11.5 6.34094 threshold=15868.868719930977 16964.131793090404 18.500000000000004 14978.520709822995 409.08095719397335 60.505000000000116 219.61550725893045 -0.78656609248549325 17.500000000000004 127.33060915906843 150.32646271076661 16149.12625297575 15671.735963816345 0.51297097409535064 17.500000000000004 474.38545779689156 14284.929397653133 1.0000000180025095e-35 15761.750000000002 15422.537561982474 12157.615000000002 145.66427973509167 15671.735963816345 15761.750000000002 16220.316265950996 15043.770792304791 16080.595097329728 48.600966321248627 16080.595097329728 77.126830623805958 decision_type=2 2 2 2 2 2 2 2 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 7 15 5 22 12 9 27 11 26 -2 25 17 19 -1 -17 -10 -14 -8 -18 -19 -5 29 -12 -7 -4 28 -9 -24 right_child=1 -3 10 4 -6 6 14 8 13 -11 24 -13 18 -15 -16 16 20 21 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-44.749139496412539 5.4868062967709932 74.158799935380372 4.9983238774389376 -7.4511882943582499 29.269738220989566 -2.4099431990100162 6.3195797918776542 3.3361085927232148 12.779972293699814 5.0527930047355216 -0.46966710218530439 11.852939492619576 8.2747628634875383 22.945057209123622 4.4012432918464768 -12.885587417619682 1.3447386099746521 5.949664712093937 1.86825818183961 14.401682123697045 12.100815224706619 0.67790631912329946 2.7631731910991477 -1.1511292673758826 1.5086795959313046 2.7568348186680494 9.9516823746820382 38.7960560442285 13.015717922091863 7.4205730969314594 leaf_weight=70035 350 3320 43 2001 336 944 210 50 54 291 430 630 160 142 114 1525 76 61 142 180 221 138 77 428 652 356 99 1298 78 32 leaf_count=70035 350 3320 43 2001 336 944 210 50 54 291 430 630 160 142 114 1525 76 61 142 180 221 138 77 428 652 356 99 1298 78 32 internal_value=-0.000554166 0.0274877 0.0212085 -0.00334094 0.00380723 0.00171921 0.00638936 0.0273713 0.03086 0.0223729 0.00564052 0.0260816 0.00236704 0.0190886 0.0191746 -0.00383634 8.34239e-05 0.0114941 0.013351 0.0236923 0.0186263 0.00645226 -0.00215603 0.00233147 0.00324584 -0.000184616 0.0238873 0.0341206 0.025375 0.0172844 internal_weight=84473 7636 4316 76837 4980 4644 2106 3092 1821 1271 1224 980 1602 395 504 71857 1822 253 302 390 297 199 2538 537 1082 1300 142 1426 128 109 internal_count=84473 7636 4316 76837 4980 4644 2106 3092 1821 1271 1224 980 1602 395 504 71857 1822 253 302 390 297 199 2538 537 1082 1300 142 1426 128 109 is_linear=0 shrinkage=0.04 Tree=11 num_leaves=31 num_cat=0 split_feature=28 0 28 28 16 30 28 19 30 28 16 30 28 30 0 0 0 27 0 30 28 0 30 0 28 18 0 34 30 13 split_gain=3983.8 217.509 202.441 193.024 117.141 72.7768 55.3488 47.2193 92.6034 38.8342 34.0586 33.2792 34.6954 31.9664 20.8579 24.8152 18.748 16.2989 14.908 11.8759 21.2809 11.0109 16.2506 10.7679 10.7507 10.6097 10.1494 10.0539 9.61263 9.50331 threshold=15943.799454286047 18.500000000000004 15422.537561982474 17081.032302597447 15390.485000000002 177.63214459620525 16964.131793090404 15269.755000000003 394.85580750681839 14465.622387771522 15899.030000000002 208.78314965899412 16220.316265950996 150.32646271076661 17.500000000000004 14.500000000000002 17.500000000000004 40.499999999999098 17.500000000000004 267.086923044103 14753.988221402144 12.500000000000002 97.706050087064199 12.500000000000002 15671.735963816345 15153.460000000001 17.500000000000004 18115.810000000001 67.589226131143747 0.51297097409535064 decision_type=2 2 2 2 2 2 2 2 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 13 5 24 10 -1 19 -10 26 12 23 -3 15 -6 -7 -13 -19 -9 -21 22 -14 -12 25 -4 -2 -11 -17 -28 right_child=1 3 4 -5 14 16 -8 8 9 27 11 17 21 -15 -16 28 -18 18 -20 20 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-40.066736205804133 40.027367844610019 8.8730595569771733 0.18934881574515103 50.066872204280671 1.0834322564586731 28.818890019279657 74.6740671479197 -6.9079459300164068 1.2127626949732437 9.4978040746150061 3.9414348387607747 2.7296644731203061 10.566291738975281 1.3933092876013935 -7.5902535893400138 2.8900412216115865 12.052252279635834 31.887214385789008 -0.22721239826082379 -6.1236809353352477 5.9207936597513617 20.106245406806181 4.8836926375072025 6.2329575238970421 6.4856434019387947 5.4313139859552777 8.7917388865977415 21.079731619055224 9.1285103118526809 22.980389190203642 leaf_weight=71059 947 125 280 511 670 429 2733 2381 197 228 161 153 244 1067 793 82 88 67 28 316 205 584 180 256 186 47 141 127 81 107 leaf_count=71059 947 125 280 511 670 429 2733 2381 197 228 161 153 244 1067 793 82 88 67 28 316 205 584 180 256 186 47 141 127 81 107 internal_value=-0.00059773 0.0276375 -0.00327017 0.0151192 0.00758132 0.0181359 0.0314437 -0.00365697 0.000910248 0.0159275 0.0275621 0.0238781 0.0262316 0.00630201 0.000895448 0.00531573 0.0287273 0.0103548 0.0233684 -0.00194624 0.00352399 0.030246 0.0253396 0.0165276 0.00746199 0.0030948 0.0327197 0.023831 0.0193129 0.0255161 internal_weight=84473 7304 77169 1703 2656 1030 5601 74513 3454 552 2868 1673 1425 1192 1626 833 517 248 95 2902 521 1008 424 417 513 327 1195 355 163 248 internal_count=84473 7304 77169 1703 2656 1030 5601 74513 3454 552 2868 1673 1425 1192 1626 833 517 248 95 2902 521 1008 424 417 513 327 1195 355 163 248 is_linear=0 shrinkage=0.04 Tree=12 num_leaves=31 num_cat=0 split_feature=28 28 28 0 30 23 30 23 28 30 28 27 30 30 16 15 0 28 30 13 28 10 1 27 30 19 30 28 9 30 split_gain=3846.49 230.283 196.246 216.796 147.26 75.3451 55.8985 35.2741 54.9317 37.3935 34.8617 34.0952 30.6318 27.3588 29.5585 22.5443 21.8562 19.9523 17.8445 15.9914 15.5534 15.4195 12.8102 12.1846 12.2197 10.3609 30.1683 28.2418 9.86196 9.25173 threshold=16011.90123356231 15183.021730148981 17081.032302597447 18.500000000000004 394.85580750681839 -70.010000000000204 229.00104725483513 1347.3300000000011 14465.622387771522 305.24786635014897 15671.735963816345 -71.775000000000531 157.93882664325966 131.71506657262705 15634.315000000002 15899.030000000002 17.500000000000004 16220.316265950996 90.899998896631033 0.52766072109828632 15604.930297216468 -0.98296291314453399 1.0000000180025095e-35 -40.70999999999821 128.84279086491267 14960.125000000002 333.20602038896783 14284.929397653133 -0.98296291314453399 148.81466408233146 decision_type=2 2 2 2 2 2 2 2 2 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 11 5 -3 10 25 -9 -10 23 13 -5 17 -15 18 21 -2 -12 22 -8 -13 -18 -7 -25 -1 -27 -28 -20 -24 right_child=2 4 -4 12 -6 6 20 8 9 -11 15 16 -14 14 -16 -17 19 -19 28 -21 -22 -23 29 24 -26 26 27 -29 -30 -31 leaf_value=-45.071223185921262 5.0970161904203906 -2.6604347470430389 70.206728618787167 8.9110260848259824 30.318698163351513 -2.6469189496778842 6.6576579021864113 -8.0611502175693257 -2.2289997508061146 10.0158639542893 3.2038492269167449 7.3630545698698224 1.4005224209891254 27.00422707324638 8.6681772492192106 1.6138868372887358 11.986148761207907 11.651730477594549 6.3375965063274533 21.38717080849429 16.829996943284076 36.157829037711998 5.2839037956550454 0.30781030116798119 5.0076170639389934 -9.4131233051835004 -1.7534751502799919 12.536637453075727 8.911013122711795 -0.21220830988624673 leaf_weight=68088 183 1796 2988 130 305 606 217 1000 184 335 199 139 949 82 315 251 57 450 40 123 189 1415 55 299 225 3092 265 221 189 86 leaf_count=68088 183 1796 2988 130 305 606 217 1000 184 335 199 139 949 82 315 251 57 450 40 123 189 1415 55 299 225 3092 265 221 189 86 internal_value=-0.000622354 -0.00318246 0.0278359 0.0220241 0.00579611 0.00375866 0.00869526 -0.00371196 0.00231995 0.0128786 0.00568491 0.0277108 0.00671362 0.0218641 0.0136322 0.0128483 0.0309227 0.0270269 0.0184299 0.0214206 0.0221084 0.0328855 0.0143838 0.00138053 0.00584733 -0.00383981 -0.00174176 0.00752263 0.0260437 0.00791489 internal_weight=84473 77501 6972 3984 4316 4011 2215 73185 1519 519 1809 2905 1079 1030 397 679 1875 633 428 321 406 1554 198 1130 524 71666 3578 486 229 141 internal_count=84473 77501 6972 3984 4316 4011 2215 73185 1519 519 1809 2905 1079 1030 397 679 1875 633 428 321 406 1554 198 1130 524 71666 3578 486 229 141 is_linear=0 shrinkage=0.04 Tree=13 num_leaves=31 num_cat=0 split_feature=28 28 30 28 0 23 30 10 16 30 28 28 0 30 28 28 15 13 29 0 15 30 28 33 30 30 27 29 30 9 split_gain=3670.42 222.248 236.136 202.555 218.788 69.0326 89.4068 64.2993 57.2089 43.7458 41.3229 30.0296 27.321 27.1916 17.7222 15.2085 22.9687 12.1057 11.4641 11.0019 10.5076 9.79711 49.339 12.938 9.70032 9.2564 9.10834 8.64224 8.21156 10.5303 threshold=16011.90123356231 14753.988221402144 394.85580750681839 17206.182551322992 17.500000000000004 143.70499999999996 208.78314965899412 -0.78656609248549325 15960.270000000002 128.84279086491267 15671.735963816345 16388.0073430144 17.500000000000004 131.71506657262705 15604.930297216468 15604.930297216468 15827.635000000002 0.63257020223555627 17246.88683065501 14.500000000000002 15899.030000000002 423.51703763321285 14184.832642980864 12139.295 492.32835310678547 102.28310838274705 -1296.7950000000008 15043.770792304791 90.899998896631033 -0.98296291314453399 decision_type=2 2 2 2 2 2 2 2 2 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 5 4 7 15 10 9 17 11 27 -2 14 -10 -8 -3 19 -6 -15 -17 28 -1 -23 -24 -4 -18 -9 -7 -12 -30 right_child=3 2 24 -5 8 6 12 26 13 -11 20 -13 -14 18 -16 16 25 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-44.903955223661725 5.3798859554855039 -7.4191039519171635 17.304412961121336 69.419289306924767 8.818406852220372 -3.0577116813902605 6.8396572233557507 11.677975782036274 7.120761077213599 5.8366775659437815 3.5971510380968859 12.502748162870294 5.1206208658615493 0.94765837891879712 16.854677641976217 2.3294974472374088 2.3388512065598257 19.81417841409883 2.6633050304259416 6.3204590213158029 2.706740499804356 -15.452257098975165 4.801714831262605 17.837033911639939 28.616066063198716 -5.2007450746365445 36.339844788475339 2.8314820159658867 6.1392503360191579 8.1740254348583399 leaf_weight=67645 431 2917 188 2656 182 1303 404 28 72 300 95 539 190 999 170 211 206 144 182 108 148 2204 300 48 339 626 1439 234 39 126 leaf_count=67645 431 2917 188 2656 182 1303 404 28 72 300 95 539 190 999 170 211 206 144 182 108 148 2204 300 48 339 626 1439 234 39 126 internal_value=-0.000686279 -0.00318711 0.00345345 0.027113 0.0217646 0.00144784 0.00639498 0.028605 0.00990754 0.0220157 0.00184062 0.0261443 0.0179895 0.00602394 0.0223415 -0.00184661 0.00204691 0.0248344 0.00456901 0.0111724 0.0131569 -0.00387806 -0.00144514 0.0125517 0.0292448 -0.00145192 0.0343095 -0.00116331 0.018 0.0233939 internal_weight=84473 77501 7304 6972 4316 6777 2709 2737 1579 1270 1945 970 764 1253 574 4068 1151 326 1181 319 408 70197 2552 348 527 832 1467 1537 260 165 internal_count=84473 77501 7304 6972 4316 6777 2709 2737 1579 1270 1945 970 764 1253 574 4068 1151 326 1181 319 408 70197 2552 348 527 832 1467 1537 260 165 is_linear=0 shrinkage=0.04 Tree=14 num_leaves=31 num_cat=0 split_feature=28 28 0 15 16 30 28 30 28 27 30 16 30 0 27 30 0 30 30 0 28 13 1 10 0 0 33 28 15 16 split_gain=3534.35 253.812 181.357 143.946 136.945 71.0894 65.8471 168.383 55.1347 32.0318 27.9212 32.0309 24.7171 22.6881 22.1652 33.2948 33.7281 20.6479 17.8469 22.4703 16.1495 15.7438 15.0859 14.8714 14.7472 13.602 10.4374 9.01086 8.11649 8.01 threshold=16080.595097329728 15547.487512979116 18.500000000000004 17480.600000000002 15694.085000000001 229.00104725483513 14506.386280724793 382.08722825520391 17206.182551322992 -17.98499999999876 134.74476444686778 16251.145000000002 147.26572295494279 17.500000000000004 40.499999999999098 196.95649127771932 17.500000000000004 125.8031635002552 99.95327937655928 17.500000000000004 16220.316265950996 0.42179998225932674 1.0000000180025095e-35 -0.78656609248549325 17.500000000000004 17.500000000000004 11802.425000000001 16388.0073430144 13982.205000000002 13343.230000000001 decision_type=2 2 2 2 2 2 2 2 2 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 8 12 5 18 -1 14 9 10 20 25 -4 23 -8 -16 29 -6 -3 -20 -2 22 -15 27 26 -12 28 -11 -9 -17 right_child=2 4 3 -5 17 -7 7 24 -10 13 11 -13 -14 21 15 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-45.648733710444503 5.1371650142807646 2.833557980380895 8.5047885287846992 43.962535136605297 2.5302488695837257 28.080415482509636 -7.950862085132302 3.4282103286444183 69.464977047148281 5.5801491208476195 26.130319027978839 5.4214104547624791 1.5698714639792744 11.110565945906913 -2.9669003901129543 2.8889880587431098 -2.9576722491427878 -3.8957205098379428 7.465157654816994 4.466116227463532 12.141702544597241 19.092557900254349 3.6387586245044976 36.956622530912313 1.9713189824951156 0.56508587948249311 20.326454564993021 12.769390487829304 11.717172567861867 6.9463166727999344 leaf_weight=68205 122 408 92 440 602 420 4169 69 2218 183 124 297 968 60 1429 159 317 851 248 127 595 133 136 1011 57 23 153 238 294 325 leaf_count=68205 122 408 92 440 602 420 4169 69 2218 183 124 297 968 60 1429 159 317 851 248 127 595 133 136 1011 57 23 153 238 294 325 internal_value=-0.000735526 -0.00312531 0.0272771 0.01504 0.00902711 0.0190091 -0.00355465 0.00014802 0.0308482 0.0272389 0.022081 0.0141982 0.0070566 0.0306394 -0.00171214 0.00150673 0.00803496 0.000762559 0.0118876 0.0181867 0.0269623 0.0211672 0.0139592 0.0328156 0.0209215 0.0294694 0.0230543 0.0264988 0.0193609 0.0146777 internal_weight=84473 77833 6640 1500 2656 1203 75177 6972 5140 2922 1161 444 1060 1761 6399 2230 801 1453 783 375 717 329 196 1432 573 147 516 421 363 484 internal_count=84473 77833 6640 1500 2656 1203 75177 6972 5140 2922 1161 444 1060 1761 6399 2230 801 1453 783 375 717 329 196 1432 573 147 516 421 363 484 is_linear=0 shrinkage=0.04 Tree=15 num_leaves=31 num_cat=0 split_feature=28 28 23 16 28 34 30 21 30 28 0 10 27 0 30 30 28 30 30 0 35 29 13 1 33 27 28 30 15 34 split_gain=3380.83 242.042 188.236 131.174 115.618 76.4811 71.3313 63.7195 78.5181 69.188 53.7196 26.4228 23.987 20.7208 20.3934 19.0618 17.5525 17.3563 17.1531 20.9521 12.643 12.2412 12.126 11.0077 10.4553 10.2299 15.9079 8.79679 8.16388 7.92157 threshold=16080.595097329728 15547.487512979116 -370.31000000000034 15694.085000000001 17319.251111451242 17870.080000000005 229.00104725483513 14837.290000000003 309.78863492326406 14390.714276099028 17.500000000000004 -0.70710678118654757 135.39499999999956 17.500000000000004 115.66580269051808 125.8031635002552 16388.0073430144 125.8031635002552 98.837166733249902 17.500000000000004 14178.627909226192 17401.461441876749 0.42179998225932674 1.0000000180025095e-35 11765.005000000003 -1296.7950000000008 17319.251111451242 81.746465739852937 13954.415000000003 17645.975000000002 decision_type=2 2 2 2 2 2 2 2 2 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 4 6 17 10 18 -1 -9 24 11 16 14 20 -12 -5 -4 -2 -3 -20 -11 -19 23 -14 -10 26 -7 -18 -22 -25 right_child=2 3 5 15 -6 25 -8 8 9 13 12 -13 22 -15 -16 -17 27 21 19 -21 28 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-36.698642573707041 7.9679726894732985 2.7003276592919851 6.0394495157773456 2.4290389148003904 37.967427899197645 6.8745888963867037 26.957198863209271 -3.97298545282163 -5.0893384085385254 7.1048047514554735 8.781702858805204 32.750866830571916 15.868794198654797 0.70400313666421144 2.1839481285725819 -3.7398916894444345 19.152028513666448 1.1880563893878786 7.2488955648973947 4.2101974145171948 6.5196531888673119 3.1170176527622733 19.604534371802146 3.4747524831967831 6.7210505204794542 61.737981024854093 47.944225453427599 15.946601825642002 17.685588197477731 11.619622607793863 leaf_weight=69650 116 403 298 602 297 52 420 4111 576 348 75 704 75 117 355 851 252 818 251 129 83 136 150 111 82 2983 62 134 210 22 leaf_count=69650 116 403 298 602 297 52 420 4111 576 348 75 704 75 117 355 851 252 818 251 129 83 136 150 111 82 2983 62 134 210 22 internal_value=-0.000789034 -0.00312634 0.0266084 0.00874096 0.0133811 0.0300375 0.0185104 -0.00354561 0.000588383 0.00871186 0.0242904 0.0290259 0.0159492 0.0169499 0.00958139 0.000652442 0.0234269 0.00725234 0.0113768 0.0174737 0.0197754 0.00547589 0.0235978 0.0173462 -0.000778116 0.0340756 0.0223158 0.029057 0.0258976 0.0104361 internal_weight=84473 77833 6640 2656 1367 5273 1203 75177 5527 1416 2176 1388 788 758 430 1453 684 1070 783 380 641 954 358 208 658 3097 114 386 293 133 internal_count=84473 77833 6640 2656 1367 5273 1203 75177 5527 1416 2176 1388 788 758 430 1453 684 1070 783 380 641 954 358 208 658 3097 114 386 293 133 is_linear=0 shrinkage=0.04 Tree=16 num_leaves=31 num_cat=0 split_feature=28 28 28 0 30 10 23 27 16 28 30 28 28 30 30 0 30 15 29 27 28 0 28 30 27 30 13 30 15 9 split_gain=3158.34 236.718 215.08 195.068 171.526 83.0088 74.5753 53.2916 50.158 42.6791 42.1355 33.3088 28.4454 99.6312 21.3228 20.0943 14.9659 14.1068 11.4738 10.8958 10.6954 10.681 14.1991 9.8873 9.765 27.2829 9.59642 9.14548 8.733 8.34025 threshold=16080.595097329728 15032.763040943631 17319.251111451242 17.500000000000004 423.51703763321285 -0.78656609248549325 60.505000000000116 -82.515000000000313 15960.270000000002 15733.915445903047 125.8031635002552 16551.66509046037 14284.929397653133 382.08722825520391 130.31529991017737 17.500000000000004 136.27700341066159 15899.030000000002 17246.88683065501 -1119.3249999999996 15671.735963816345 17.500000000000004 15671.735963816345 87.67425648389785 98.225000000001288 244.60056876429789 0.68432406471780916 90.899998896631033 15899.030000000002 -0.98296291314453399 decision_type=2 2 2 2 2 2 2 2 2 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 6 10 21 20 26 14 11 -2 -1 24 -9 -16 -10 23 -18 -7 -8 22 -3 -11 -14 -26 -5 -21 -22 -25 right_child=2 4 -4 8 -6 19 7 9 16 17 -12 -13 13 -15 15 -17 18 -19 -20 27 28 -23 -24 29 25 -27 -28 -29 -30 -31 leaf_value=-47.538513568465518 5.519520591129468 -2.3375187108506141 63.626698507011028 8.8687786590561881 27.186525445022443 9.6040757412172351 -1.7721606945715007 0.2447199531476523 5.9335836324554689 4.1597205889577182 5.2038766570706629 11.930054971529094 -9.8317271324049145 8.9899169098827336 5.9967507765830455 1.0601115249971897 0.81017171573037938 4.6808151219657059 2.3987143022784658 12.737696829211055 4.9000597859254702 -7.3091946640400129 2.7026126664883607 10.889645574290322 -5.1673066019113651 5.0036430082548984 17.514586925003083 33.610417093474112 1.5757214633884793 15.28123415844896 leaf_weight=66213 468 847 2324 181 359 52 676 346 83 41 333 466 3851 477 474 182 952 83 231 244 117 1498 539 46 1285 363 122 1184 203 233 leaf_count=66213 468 847 2324 181 359 52 676 346 83 41 333 466 3851 477 474 182 952 83 231 244 117 1498 539 46 1285 363 122 1184 203 233 internal_value=-0.000842069 -0.00310115 0.0256386 0.0203559 0.00478809 0.0267827 0.00297067 0.00817826 0.00910389 0.0131957 0.0192676 0.0236231 -0.00371796 -0.00107497 0.00877445 0.0130122 0.00560505 0.0241886 0.00445308 0.0332162 0.0011004 -0.00136477 0.00116594 0.028 -0.00259611 -1.94184e-05 0.0237228 0.0338711 0.007125 0.0306953 internal_weight=84473 77833 6640 4316 5644 2747 5285 2401 1569 1405 1267 934 72189 5976 1002 656 1266 403 1183 1480 996 2884 1386 320 5499 1648 303 1428 320 279 internal_count=84473 77833 6640 4316 5644 2747 5285 2401 1569 1405 1267 934 72189 5976 1002 656 1266 403 1183 1480 996 2884 1386 320 5499 1648 303 1428 320 279 is_linear=0 shrinkage=0.04 Tree=17 num_leaves=31 num_cat=0 split_feature=28 28 28 0 30 10 23 30 16 30 28 30 28 0 28 28 28 15 15 30 33 30 30 30 28 13 9 30 28 28 split_gain=3012.81 222.694 213.43 171.226 164.774 92.5913 67.4697 53.7491 45.5792 37.423 31.7106 30.5837 95.5408 27.9977 26.2954 23.2188 19.0889 35.5949 14.8917 16.0395 14.7224 12.8942 11.6866 10.9742 10.7225 10.685 9.08624 8.86924 12.2611 8.62252 threshold=16080.595097329728 15032.763040943631 17206.182551322992 17.500000000000004 423.51703763321285 -0.78656609248549325 -70.010000000000204 203.52368931271462 15960.270000000002 104.85866229898156 15671.735963816345 423.51703763321285 14087.642421298113 17.500000000000004 16465.291353185792 15671.735963816345 17448.750801904636 17480.600000000002 15899.030000000002 90.899998896631033 12186.235000000002 125.8031635002552 133.14608748567099 157.93882664325966 16303.901173908629 0.75580964594513067 -0.98296291314453399 515.52652278222115 15547.487512979116 14585.83870987742 decision_type=2 2 2 2 2 2 2 2 2 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 6 9 -3 10 25 14 -8 29 -13 15 -2 -9 17 -4 19 -12 -14 24 -10 -19 -7 -5 -21 28 -6 -1 right_child=2 4 16 8 27 21 7 13 22 -11 18 12 20 -15 -16 -17 -18 23 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-41.687243566818644 4.6549929882248682 -2.6137647276543965 34.871330088035364 9.5462675771711982 5.5369525654367076 4.3244906500280811 0.073020143976039925 5.5030658773172423 5.652002964765205 4.9187998393388739 2.5454171574751987 -13.856739743887648 6.3268676226412417 3.9360660618416721 9.8134248562856392 15.331938450882658 62.884178698850299 12.249488681327056 2.3727094423792296 5.347054453909549 18.751105470126724 32.076854187345646 1.2376233391271314 2.1154037638419498 12.16020458145368 16.630133858135245 6.7378846429236932 28.292412005786236 20.500018887769329 -3.0274900741156534 leaf_weight=66406 353 2335 458 196 59 98 1433 366 70 404 199 2132 478 193 394 178 1992 34 361 37 64 994 1104 172 270 101 183 246 54 3109 leaf_count=66406 353 2335 458 196 59 98 1433 366 70 404 199 2132 478 193 394 178 1992 34 361 37 64 994 1104 172 270 101 183 246 54 3109 internal_value=-0.000905521 -0.00311195 0.0249578 0.0191024 0.00454004 0.0254469 0.00275875 0.00677966 0.00826377 0.0170947 0.0036638 -0.00371021 0.000487658 0.0161357 0.0223989 0.0207794 0.033741 0.0278675 0.0101538 0.015284 0.0154834 0.0325051 0.00472232 0.0140583 0.0261087 0.0222626 0.0227273 0.0307632 0.0214867 -0.00387168 internal_weight=84473 77833 6640 3984 5644 2513 5285 2950 1471 1151 2213 72189 2674 737 747 544 2656 664 780 419 542 1362 1174 206 368 297 220 359 113 69515 internal_count=84473 77833 6640 3984 5644 2513 5285 2950 1471 1151 2213 72189 2674 737 747 544 2656 664 780 419 542 1362 1174 206 368 297 220 359 113 69515 is_linear=0 shrinkage=0.04 Tree=18 num_leaves=31 num_cat=0 split_feature=28 28 28 30 23 23 30 0 30 30 28 28 0 28 16 28 27 28 13 30 28 33 15 35 0 30 24 27 30 30 split_gain=2900.34 245.278 180.593 178.867 164.111 63.4476 73.4867 59.2026 37.162 34.1667 33.1788 31.6642 44.8408 28.8545 27.4883 19.8763 19.6962 18.3016 16.9431 16.2638 56.127 19.0651 14.0246 13.4323 11.2867 10.3299 12.0577 10.0126 9.27048 8.62491 threshold=16011.90123356231 17081.032302597447 14710.725798728314 423.51703763321285 -56.414999999999957 60.505000000000116 230.84356865657548 17.500000000000004 185.61562257784263 123.03868294073813 15671.735963816345 17448.750801904636 17.500000000000004 16220.316265950996 15448.320000000002 16640.333737301524 -1058.9899999999996 15671.735963816345 0.78857998149907527 423.51703763321285 13971.439801795799 11780.005000000003 15827.635000000002 14178.627909226192 17.500000000000004 130.31529991017737 594.33500000000015 -1004.4650000000019 171.177959967547 90.899998896631033 decision_type=2 2 2 2 2 2 2 2 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 19 5 9 -4 10 8 13 15 25 12 27 -6 -9 -2 -10 24 -16 -1 -21 -22 29 -5 -8 -7 -27 28 -3 -12 right_child=1 11 3 23 7 6 17 14 16 -11 22 -13 -14 -15 18 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-37.692572487022595 3.9176386845292868 12.865769709423839 -2.9871454379561486 11.703121230224966 4.3145581271447142 -3.0380845159171912 6.3652283466716533 15.630851621488217 -4.2448479871455422 1.3796245650054417 2.848436023786586 60.368811550896353 5.0921977426125844 11.332555582776797 2.2608048312720754 7.8867494092792407 31.790079265562849 13.903565649217544 7.9382325136181144 -16.318421522372681 4.2400039256030366 14.635346162136385 2.4101625222394873 23.750328115739855 1.0269856905442882 4.1671087627984518 0.22014901161718128 32.25169162727849 1.1888834069514869 7.2035415885767309 leaf_weight=67338 372 44 3851 170 279 1284 446 164 23 1118 83 1992 311 706 313 138 757 158 114 2051 357 119 246 313 125 216 557 609 32 187 leaf_count=67338 372 44 3851 170 279 1284 446 164 23 1118 83 1992 311 706 313 138 757 158 114 2051 357 119 246 313 125 216 557 609 32 187 internal_value=-0.000949085 0.0237625 -0.00317214 0.00266841 0.0172651 0.00107759 0.00514597 0.0240136 0.0276827 0.00749877 0.00196968 0.0324257 0.0266024 0.0225178 0.0130558 0.0160784 0.0342051 0.0163567 0.0077096 -0.00381049 -0.000660072 0.0117143 0.0110388 0.0262277 0.0130228 -0.0003053 0.00334799 0.0323212 0.0186316 0.0173333 internal_weight=84473 6972 77501 7636 3984 7153 3302 2356 1765 1628 2573 2988 996 985 591 510 780 729 427 69865 2527 476 516 483 571 2057 773 685 76 270 internal_count=84473 6972 77501 7636 3984 7153 3302 2356 1765 1628 2573 2988 996 985 591 510 780 729 427 69865 2527 476 516 483 571 2057 773 685 76 270 is_linear=0 shrinkage=0.04 Tree=19 num_leaves=31 num_cat=0 split_feature=28 28 0 28 30 10 23 30 16 30 28 30 28 28 28 28 15 29 28 30 30 0 28 16 27 0 21 21 9 24 split_gain=2767.78 236.247 183.641 171.135 168.803 101.589 58.6817 65.75 40.9448 37.4798 37.3438 25.5106 24.4065 23.6429 22.2088 18.4043 28.7126 17.0974 17.008 58.3055 16.1384 14.8093 11.1002 17.2819 9.53848 8.82679 12.2168 8.81896 8.10064 7.55968 threshold=16011.90123356231 17319.251111451242 17.500000000000004 14710.725798728314 440.58581040911275 -0.78656609248549325 143.70499999999996 206.83789986547899 15634.315000000002 104.85866229898156 16465.291353185792 131.71506657262705 15671.735963816345 16551.66509046037 15671.735963816345 17586.67854913693 17631.775000000005 13880.88060381431 14184.832642980864 359.07464763700705 136.27700341066159 17.500000000000004 15604.930297216468 15960.270000000002 -956.81999999999869 17.500000000000004 15396.495000000001 15901.130000000003 -0.91597561503675329 1043.7300000000007 decision_type=2 2 2 2 2 2 2 2 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 5 18 6 9 22 14 -4 10 -2 13 21 -7 -8 16 -3 -6 -1 -20 -10 29 -5 27 -13 26 -21 -24 -18 -9 right_child=1 15 8 4 17 11 7 12 20 -11 -12 24 -14 -15 -16 -17 28 -19 19 25 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-45.061543314074861 3.9915346266945892 35.123803146748685 13.183690060691893 -6.0358942811081979 6.4040682296434683 4.9608074822254711 -0.59208763445115853 7.5708455170987081 5.4137909448199686 4.4851429831850282 9.4402484096160872 12.394016374292374 13.267940938815936 13.678501685485116 4.0786817082851394 59.953429085208917 3.020007639882436 22.813486348059595 -6.841132035442123 9.5476041612209492 1.2068048486237992 0.52079880074614804 2.1005909883873044 -1.3433523973447894 30.427573619912955 -4.2395569260962036 3.3866147527372452 5.4767281312204661 8.8634940367442319 4.2638830489444723 leaf_weight=65217 449 463 218 3108 131 254 1622 229 136 463 474 21 192 218 403 1660 108 322 4219 208 1323 174 228 823 1092 50 171 101 93 303 leaf_count=65217 449 463 218 3108 131 254 1622 229 136 463 474 21 192 218 403 1660 108 322 4219 208 1323 174 228 823 1092 50 171 101 93 303 internal_value=-0.000997385 0.0231429 0.0179363 -0.00316904 0.0025165 0.0239098 0.00102297 0.00538761 0.00735361 0.016 0.0206587 0.0308265 0.0143964 0.0230339 0.00139259 0.0335559 0.0279277 0.0261987 -0.00379045 -0.00145267 0.00493763 0.0109575 -0.00197183 0.00138194 0.0341312 0.0125967 0.0146807 0.0091307 0.0153035 0.0142707 internal_weight=84473 6972 4648 77501 7636 2971 7183 2923 1677 1386 923 1585 898 472 2025 2324 664 453 69865 4648 1459 706 4260 1152 1113 429 379 329 201 532 internal_count=84473 6972 4648 77501 7636 2971 7183 2923 1677 1386 923 1585 898 472 2025 2324 664 453 69865 4648 1459 706 4260 1152 1113 429 379 329 201 532 is_linear=0 shrinkage=0.04 Tree=20 num_leaves=31 num_cat=0 split_feature=28 28 28 0 30 10 0 0 28 30 30 16 28 0 30 28 0 30 28 28 16 30 13 0 23 21 28 33 1 22 split_gain=2651.89 211.585 191.904 175.213 133.609 93.216 57.6348 51.1876 39.907 90.1583 38.2101 36.674 32.5473 28.2783 27.3461 21.691 32.6996 18.0647 20.1085 16.7205 14.842 51.1773 13.6638 13.5608 12.8881 12.824 12.4482 11.4169 10.6312 8.70721 threshold=16080.595097329728 17319.251111451242 15183.021730148981 17.500000000000004 457.60408496742906 -0.78656609248549325 18.500000000000004 14.500000000000002 14249.936236214997 359.07464763700705 121.51816714197768 16251.145000000002 16551.66509046037 17.500000000000004 90.899998896631033 17586.67854913693 17.500000000000004 190.40159186101971 16551.66509046037 15671.735963816345 14373.365000000002 230.84356865657548 0.77788564761185042 17.500000000000004 1347.3300000000011 15113.085000000001 15671.735963816345 12186.235000000002 1.0000000180025095e-35 16490.445000000003 decision_type=2 2 2 2 2 2 2 2 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 8 5 6 10 7 19 -1 20 12 22 -2 14 -9 16 -3 18 -7 -4 21 -10 28 25 -21 -11 -16 -27 -5 -15 right_child=1 15 4 11 -6 17 -8 13 9 23 -12 -13 -14 29 26 -17 -18 -19 -20 24 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-41.752681381464576 4.1776267914017664 34.160444391648774 -0.65701263555185907 12.064856807539984 25.284557489839443 6.430268226881549 -4.1009264813764101 1.8846666837114139 -3.8023761139974632 9.5176261409815694 3.4758051300985882 1.1609268054647313 9.33494629044195 -0.074169339846413898 5.4272119689584724 57.555291921800524 4.8256581355787054 30.953386680088144 15.649644942949624 2.1746420458484099 -8.766739644593148 5.2342390244360004 14.049220257673419 -3.1718843230912181 11.321035191806805 5.866835540944364 12.334544546374348 14.468578824767178 4.399562280930426 7.841131596974134 leaf_weight=65881 461 459 1023 92 258 305 1531 219 1739 184 351 1171 455 253 307 1660 205 824 351 683 4451 447 126 78 71 361 244 44 180 59 leaf_count=65881 461 459 1023 92 258 305 1531 219 1739 184 351 1171 455 253 307 1660 205 824 351 683 4451 447 126 78 71 361 244 44 180 59 internal_value=-0.0010419 0.0232229 -0.00311195 0.0179833 0.00476936 0.0240743 0.00312528 0.00647919 -0.00361249 -0.00080723 0.0161105 0.00731931 0.0204105 0.0133383 0.0174545 0.0329535 0.0268434 0.0308919 0.025939 0.00230276 -0.00221606 0.000483073 0.017809 0.0132114 0.00682228 0.0152869 0.0222069 0.0113086 0.0127647 0.00317949 internal_weight=84473 6640 77833 4316 4648 2747 4390 2859 73185 7304 1267 1569 916 1082 770 2324 664 1480 656 1777 6637 2186 398 667 754 589 551 405 272 312 internal_count=84473 6640 77833 4316 4648 2747 4390 2859 73185 7304 1267 1569 916 1082 770 2324 664 1480 656 1777 6637 2186 398 667 754 589 551 405 272 312 is_linear=0 shrinkage=0.04 Tree=21 num_leaves=31 num_cat=0 split_feature=28 28 23 30 28 0 28 30 28 23 30 28 28 23 30 16 13 0 27 30 33 27 27 28 30 18 1 27 30 10 split_gain=2527.27 245.313 176.768 118.581 78.1102 71.0587 96.7334 57.6449 92.4942 55.4084 36.3051 32.3362 31.2212 33.0575 67.0542 30.728 22.4324 19.1838 18.7516 18.2264 18.1276 15.8859 15.4352 15.6535 15.335 13.7418 13.6915 13.2322 12.8066 13.7273 threshold=16220.316265950996 15489.71576968409 -260.99499999999983 394.85580750681839 17586.67854913693 17.500000000000004 17738.944817974956 492.32835310678547 13917.021020548138 -98.890000000000313 242.64144336935394 16640.333737301524 14357.051493374422 177.50500000000014 203.52368931271462 16251.145000000002 0.7210268013660811 17.500000000000004 -285.28500000000071 120.17367353043733 11780.005000000003 195.05500000000032 -872.90499999999963 17319.251111451242 120.17367353043733 11979.890000000001 1.0000000180025095e-35 -193.31500000000048 74.559441829121809 -0.5 decision_type=2 2 2 2 2 2 2 2 2 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 4 9 19 11 16 12 -9 -3 18 15 -1 -14 -15 -4 21 25 -11 -2 -10 -7 23 24 -13 -16 -23 -18 -20 -30 right_child=2 3 5 -5 -6 6 -8 8 20 10 -12 22 13 14 17 -17 27 -19 28 -21 -22 26 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-39.634419146541184 6.6620723975530609 -0.60697050827405574 21.640500494404129 27.059342704627504 29.494752960897156 0.012920227137197468 53.536495257837672 -11.31048735104906 5.7543296690286398 1.2955197569997057 12.164206260607983 9.1424983968911384 -7.4773840497304818 -2.8728915457114299 3.4215729376243984 5.4368609217750077 3.1565054098926835 0.0880797425355795 2.0305790052403996 1.7341191406104957 13.119708254129444 12.509847545850491 48.188879362612937 36.588738572921578 5.197039042723528 7.1746226297132702 3.1047890903980853 14.559402948222045 5.8279958640764322 4.4513730745823823 leaf_weight=65567 215 1455 544 254 241 286 378 1084 389 606 290 113 4570 2005 373 312 108 226 418 1003 210 87 2110 224 75 421 170 110 346 283 leaf_count=65567 215 1455 544 254 241 286 378 1084 389 606 290 113 4570 2005 373 312 108 226 418 1003 210 87 2110 224 75 421 170 110 346 283 internal_value=-0.00109682 -0.00300582 0.0239786 0.0071172 0.0118739 0.0278884 0.0192485 -0.00349977 0.00381937 0.00514656 0.00956665 0.0308017 -0.00366813 -0.00124029 0.0020033 0.0240841 0.0110329 0.0103529 0.00727647 0.00775698 0.0164341 0.0066814 0.0330817 0.026 0.0174894 0.0132796 0.0138988 0.0218716 0.0105177 0.014124 internal_weight=84473 78497 5976 3652 1459 4517 1139 74845 1683 3398 1943 3378 73162 7595 3025 856 761 1020 1653 1218 599 543 2522 412 188 794 257 218 1047 629 internal_count=84473 78497 5976 3652 1459 4517 1139 74845 1683 3398 1943 3378 73162 7595 3025 856 761 1020 1653 1218 599 543 2522 412 188 794 257 218 1047 629 is_linear=0 shrinkage=0.04 Tree=22 num_leaves=31 num_cat=0 split_feature=28 28 0 28 30 10 0 0 30 30 28 27 28 0 30 30 28 28 15 28 33 13 21 0 15 28 28 16 30 29 split_gain=2369.19 222.736 173.203 170.617 141.074 116.336 50.7416 48.2153 36.8296 32.7881 86.2526 28.7134 27.2367 26.5563 31.5066 25.6057 29.0533 19.3986 24.4237 17.236 15.9469 14.5904 13.2442 13.0588 12.3586 11.4565 11.208 16.6727 28.5001 9.85956 threshold=16080.595097329728 17448.750801904636 17.500000000000004 15032.763040943631 474.38545779689156 -0.78656609248549325 18.500000000000004 14.500000000000002 86.696350748341132 382.08722825520391 13841.823640646571 416.034999999999 16640.333737301524 17.500000000000004 101.13568718993228 215.90635306081052 16551.66509046037 17738.944817974956 17778.915000000005 15733.915445903047 12152.130000000003 0.7210268013660811 15215.750000000002 12.500000000000002 15694.085000000001 15671.735963816345 14320.357207191653 13982.205000000002 232.82470507938601 17534.22819877059 decision_type=2 2 2 2 2 2 2 2 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 5 9 6 8 7 19 12 26 -11 21 -2 14 -9 16 -7 18 -3 -5 22 29 -12 -10 -21 -16 -1 28 -28 -4 right_child=1 17 11 4 -6 15 -8 13 23 10 20 -13 -14 -15 25 -17 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-39.651446087429434 4.5145670036938368 32.810635556364431 0.71274601379508118 -0.5992129372362538 22.03663160942655 5.4391954453067157 -4.5199267967322916 1.5921172202494009 1.4983718145764073 -16.605559961405305 7.3509885009967162 12.256555655228642 8.3331266377933186 2.4100515994000928 5.2573283986920627 30.710488767028682 15.062058779277603 55.975172352776717 6.4590558653840375 10.443639131591144 15.218433968962241 6.3996831559968088 2.183297677196895 8.3418316437967821 2.0369846265186902 11.655928929276522 -2.8134306178378305 -6.8987961631154535 4.954385415013328 2.6121220100209621 leaf_weight=63539 408 482 1107 1524 292 336 1870 311 463 2614 368 199 372 392 391 789 472 1328 182 73 97 248 382 139 559 232 653 4210 326 115 leaf_count=63539 408 482 1107 1524 292 336 1870 311 463 2614 368 199 372 392 391 789 472 1328 182 73 97 248 382 139 559 232 653 4210 326 115 internal_value=-0.00115791 0.0217771 0.0169811 -0.00311452 0.00358327 0.0227607 0.00210613 0.00496037 0.0142634 -0.00363817 0.000160646 0.00666507 0.02 0.0109623 0.0146295 0.030114 0.0251089 0.0329679 0.0273855 0.00126902 0.0112538 0.00473469 0.00928 0.00683056 0.00682278 0.0198202 -0.00382947 -0.00204201 0.00265986 0.00293944 internal_weight=84473 6640 4648 77833 5644 2979 5352 3482 1382 72189 3461 1669 780 1326 934 1597 808 1992 664 2156 847 1470 750 602 632 623 68728 5189 979 1222 internal_count=84473 6640 4648 77833 5644 2979 5352 3482 1382 72189 3461 1669 780 1326 934 1597 808 1992 664 2156 847 1470 750 602 632 623 68728 5189 979 1222 is_linear=0 shrinkage=0.04 Tree=23 num_leaves=31 num_cat=0 split_feature=28 28 28 0 30 10 28 30 30 23 27 30 0 16 23 30 28 33 0 30 28 0 29 13 21 28 30 27 0 0 split_gain=2252.95 219.968 183.775 181.358 113.084 105.59 59.7528 108.082 45.9902 44.442 27.9078 26.5424 26.4998 26.1667 19.4032 52.9803 18.945 18.3218 16.655 15.3215 15.0924 11.806 11.67 11.5414 10.874 12.0835 11.2886 10.4805 10.3972 11.5105 threshold=16220.316265950996 15489.71576968409 17586.67854913693 17.500000000000004 370.2424809345182 -0.78656609248549325 14087.642421298113 349.43968744896807 86.696350748341132 -208.41499999999903 -285.28500000000071 134.74476444686778 17.500000000000004 16251.145000000002 73.160000000000778 230.84356865657548 16847.518346585832 12152.130000000003 17.500000000000004 111.69613048689486 16551.66509046037 12.500000000000002 17534.22819877059 0.7210268013660811 15215.750000000002 14892.126628527592 515.52652278222115 -1200.9450000000013 17.500000000000004 8.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 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 9 8 -1 14 16 -3 -11 -12 17 23 -8 -16 -2 24 -13 20 -7 -10 -15 -5 -9 -26 -27 -21 29 -17 right_child=2 4 -4 13 -6 19 7 12 21 10 11 18 -14 22 15 28 -18 -19 -20 27 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-40.795361943580197 4.5915288844411632 -1.4425319763587279 51.085531652118092 7.291032977771545 24.142675229255847 3.841792701567964 -9.6811552068850979 7.8886961393583297 1.9045588527526973 1.1553850674527544 2.4032128535704396 7.9693727988011496 -3.7408406879817018 1.0611604175054741 -2.6886452197177859 1.3872369509923914 9.0552207188535245 14.808801759898197 6.6929724482812025 6.1120448343932052 12.90470404202526 9.1388857727099335 3.1118035314654371 11.752188049147572 1.981439851059503 3.4791553330578036 8.2327658266536652 28.401886613406205 0.43816236137392234 5.9250467206007684 leaf_weight=64221 351 1205 1660 201 291 124 5305 279 435 703 849 437 176 1034 3561 152 360 107 167 21 230 126 171 120 296 109 108 1143 160 371 leaf_count=64221 351 1205 1660 201 291 124 5305 279 435 703 849 437 176 1034 3561 152 360 107 167 21 230 126 171 120 296 109 108 1143 160 371 internal_value=-0.00120289 -0.00300531 0.0224726 0.0181223 0.0065805 0.0241864 -0.00347305 -0.000694278 0.0156855 0.00450937 0.00794805 0.0111136 0.0113302 0.00703539 -0.00204796 -3.20462e-05 0.0224416 0.014109 0.0175232 0.0313096 0.0240226 0.00712299 0.00433195 0.0171838 0.0120101 0.00855361 0.0157235 0.0335258 0.0101728 0.0129025 internal_weight=84473 78497 5976 4316 3652 2790 74845 10624 1272 3361 2156 1453 1075 1526 9549 4244 711 899 604 1518 354 561 1205 321 792 513 217 1164 683 523 internal_count=84473 78497 5976 4316 3652 2790 74845 10624 1272 3361 2156 1453 1075 1526 9549 4244 711 899 604 1518 354 561 1205 321 792 513 217 1164 683 523 is_linear=0 shrinkage=0.04 Tree=24 num_leaves=31 num_cat=0 split_feature=28 28 23 30 28 30 28 0 15 27 30 10 30 0 28 10 30 33 27 16 0 13 30 23 28 13 30 28 16 34 split_gain=2097.49 314.828 174.798 90.4751 79.9305 132.924 56.0979 99.9906 29.3018 27.8095 38.4787 42.6376 27.5585 27.2217 26.4181 21.8612 29.6503 21.5764 19.348 16.7586 15.6474 14.9996 14.129 13.8291 11.9573 11.7829 9.85714 8.30951 7.99639 9.07448 threshold=15733.915445903047 17081.032302597447 73.160000000000778 293.56357105367255 14058.77422965631 370.2424809345182 17935.769581447534 17.500000000000004 16782.935000000001 56.10000000000128 174.45269113703262 -0.12940952255126037 147.26572295494279 17.500000000000004 16388.0073430144 -0.78656609248549325 187.25811561355169 11614.050000000001 -872.90499999999963 15269.450000000003 14.500000000000002 0.80926549319045582 131.71506657262705 801.72999999999968 16388.0073430144 0.65883702558178847 74.559441829121809 17586.67854913693 16489.525000000005 18218.290000000005 decision_type=2 2 2 2 2 2 2 2 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 12 13 -1 9 7 15 -5 -6 -11 20 24 14 22 16 26 -7 -16 -19 -12 -15 -4 -23 -2 28 -3 -28 -9 -30 right_child=1 6 3 8 5 17 -8 25 -10 10 11 -13 -14 21 18 -17 -18 19 -20 -21 -22 23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-39.814629650541029 2.1870703742855691 11.668635584562777 3.0960184007029028 26.513417213408236 -5.6675006020621854 5.3698357391563984 57.321849152554933 10.387401883619424 -2.3753903291855925 -2.2855286948875055 2.2040444397600529 -2.537419416456185 0.48792021206267494 2.8987818718533704 5.69592550291717 32.970012235134199 -0.55454336777621216 13.935634627122312 10.885366040255329 -25.731608593486243 6.2748490022275352 3.284365867978658 6.1265714293367806 10.993380226605375 5.1562163038202868 12.927141742202764 8.5048598885853011 11.89788638456449 0.43273512686437515 3.8902117750523861 leaf_weight=63889 733 356 416 622 7373 682 996 63 34 2353 357 598 1495 461 142 722 66 338 489 39 544 93 300 82 445 62 146 78 201 298 leaf_count=63889 733 356 416 622 7373 682 996 63 34 2353 357 598 1495 461 142 722 66 338 489 39 544 93 300 82 445 62 146 78 201 298 internal_value=-0.00127298 0.0178217 0.0119789 0.0192815 -0.00335358 -0.000398568 0.0282088 0.0243333 0.0321585 -0.00167662 0.00107788 0.00608672 0.00476917 0.0150217 0.018242 0.030386 0.0250402 0.0131483 0.0242092 0.0208276 0.0115827 0.00820126 0.0129832 0.0181714 0.00934465 0.0110641 0.027931 0.0213571 0.00923843 0.00754309 internal_weight=84473 8300 5312 2639 76173 12284 2988 1992 656 11225 3852 1499 2673 1983 1347 1368 646 1059 631 377 901 636 716 175 1178 624 580 224 562 499 internal_count=84473 8300 5312 2639 76173 12284 2988 1992 656 11225 3852 1499 2673 1983 1347 1368 646 1059 631 377 901 636 716 175 1178 624 580 224 562 499 is_linear=0 shrinkage=0.04 Tree=25 num_leaves=31 num_cat=0 split_feature=28 28 28 0 30 10 23 30 30 28 30 16 16 28 3 30 28 28 27 18 20 15 28 27 30 10 13 0 21 30 split_gain=2011.64 200.806 180.496 186.854 123.577 92.5537 51.038 45.2499 42.6636 93.3918 37.5098 29.2092 26.0078 25.6053 25.161 21.6606 29.7621 19.9559 16.325 15.8385 19.3048 12.0293 10.8412 10.7166 23.4956 19.6813 10.2593 9.92418 8.79092 8.41556 threshold=16220.316265950996 15183.021730148981 17738.944817974956 17.500000000000004 474.38545779689156 -0.78656609248549325 -31.034999999999851 85.754966734786493 333.20602038896783 13695.333582889838 236.63702565530431 14613.440000000002 15574.040000000003 16847.518346585832 20.500000000000004 200.0703199912443 16847.518346585832 15733.915445903047 -285.28500000000071 11394.85 15153.945000000002 16170.650000000001 14122.668722559303 58.975000000000371 195.32209646208489 -0.12940952255126037 0.7210268013660811 12.500000000000002 15454.855000000001 117.12266651098302 decision_type=2 2 2 2 2 2 2 2 2 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 6 7 29 13 22 -10 18 14 -5 -2 -11 16 -7 -12 -8 -16 -21 -19 -1 -24 -25 -26 -14 -9 -20 -3 right_child=2 4 -4 12 -6 15 10 27 9 11 17 -13 26 -15 19 -17 -18 21 28 20 -22 -23 23 24 25 -27 -28 -29 -30 -31 leaf_value=-39.548730147464376 4.1631470967990918 1.068291627556708 49.593076045664496 11.883347970563849 22.537201688154113 6.0314353688874336 0.0881318355758796 2.6665051308461631 -19.196683233054767 12.862416550741282 4.013589415143846 -32.027562274236729 1.4151252801886138 9.179654042036578 2.3395746738543015 29.496091685736257 16.49451248712343 11.418452433511108 2.0701585025911391 11.073379470192911 4.3820484201018273 -4.7952353295747647 -7.1787341143845422 -4.0306150247355728 4.6020347431076258 -2.319126755636792 5.7773862466112522 9.1170889284313716 4.0715935622160462 -3.6271797876752414 leaf_weight=60761 349 788 1328 120 277 374 833 475 3322 138 306 253 1286 441 489 857 397 217 642 288 327 21 5070 1805 443 289 219 130 663 1565 leaf_count=60761 349 788 1328 120 277 374 833 475 3322 138 306 253 1286 441 489 857 397 217 642 288 327 21 5070 1805 443 289 219 130 663 1565 internal_value=-0.0013047 -0.00300786 0.0210669 0.0173511 0.00450151 0.0232312 0.00307051 0.0156702 -0.00355291 8.55295e-05 0.00684265 0.00838796 0.00641231 0.0219747 0.0109114 0.0297101 0.0248457 0.0162206 0.0044565 0.00889855 0.0131707 0.0249076 -0.00380927 -0.0023857 -0.000263304 0.00578142 0.00498339 0.00743802 0.00724904 -0.00122907 internal_weight=84473 78497 5976 4648 5312 3023 5035 1395 73185 4817 2682 1495 1625 790 1242 1628 771 544 2138 1104 615 238 68368 7607 2537 732 1505 605 1305 2353 internal_count=84473 78497 5976 4648 5312 3023 5035 1395 73185 4817 2682 1495 1625 790 1242 1628 771 544 2138 1104 615 238 68368 7607 2537 732 1505 605 1305 2353 is_linear=0 shrinkage=0.04 Tree=26 num_leaves=31 num_cat=0 split_feature=28 28 23 30 28 30 0 28 0 23 30 30 30 23 33 9 27 27 17 0 0 30 13 27 30 0 17 15 28 13 split_gain=1920.11 310.3 164.526 97.0043 75.451 125.188 65.0137 95.4494 27.8299 26.3079 53.5604 25.914 23.0343 22.8312 22.2128 16.7818 16.3647 14.7021 13.7072 12.77 13.378 12.4423 12.3126 12.2274 12.1608 13.6687 13.8633 10.2797 9.68128 8.85372 threshold=15733.915445903047 17081.032302597447 73.160000000000778 333.20602038896783 13971.439801795799 370.2424809345182 17.500000000000004 17935.769581447534 17.500000000000004 52.585000000000043 230.84356865657548 136.27700341066159 177.63214459620525 -192.56499999999957 11802.425000000001 0.78656609248549325 326.13499999999937 -743.6300000000009 16412.385000000002 17.500000000000004 10.500000000000002 137.78785945235686 0.77788564761185042 -1058.9899999999996 144.11008735254038 17.500000000000004 14068.565000000001 16327.990000000002 16388.0073430144 0.10837544681456425 decision_type=2 2 2 2 2 2 2 2 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 12 8 -1 9 13 29 11 -6 24 18 28 21 -7 -16 -10 -13 -4 20 -12 -3 -18 -15 -11 26 -26 -19 -2 -8 right_child=1 6 3 -5 5 14 7 -9 16 10 19 17 -14 23 15 -17 22 27 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-38.773362661344294 1.8780607675998824 16.445189910894989 4.0847390732652578 25.796067008682744 -8.25212224245222 5.1668231054623188 1.7616538490759575 42.586306698997653 1.985525632111157 -3.7642275569486014 2.374368754306484 5.0228909678948632 0.1586348654343599 26.182513235572696 0.090295004060012257 14.769817485337461 4.4999075590966564 6.914234673722583 6.5516897212863094 0.27222435641161918 6.1602427583368318 3.6615583973697734 10.269997012716354 42.862873905124871 1.2034168938304355 -3.618567783643138 4.4025246515269076 12.66187825703107 4.64569611516648 5.9002653187283896 leaf_weight=62893 840 192 661 509 6600 832 314 400 440 3273 340 58 1322 152 52 253 170 432 62 218 388 63 70 1557 505 583 236 237 511 310 leaf_count=62893 840 192 661 509 6600 832 314 400 440 3273 340 58 1322 152 52 253 170 432 62 218 388 63 70 1557 505 583 236 237 511 310 internal_value=-0.00136342 0.016906 0.0111054 0.0181902 -0.0033541 -0.000614459 0.0272182 0.0190469 0.0144413 -0.00180285 0.000228756 0.0175724 0.00411074 0.0314786 0.0120774 0.0213115 0.0077647 0.0229051 0.0122102 0.0088964 0.0114396 0.0203137 0.0161667 0.0331445 -0.00155493 0.00167976 0.00528475 0.02458 0.00778386 0.00926923 internal_weight=84473 8300 5312 2639 76173 13280 2988 1024 2130 12143 5543 1450 2673 1964 1137 305 680 727 723 946 728 255 240 1709 4597 1324 741 669 1351 624 internal_count=84473 8300 5312 2639 76173 13280 2988 1024 2130 12143 5543 1450 2673 1964 1137 305 680 727 723 946 728 255 240 1709 4597 1324 741 669 1351 624 is_linear=0 shrinkage=0.04 Tree=27 num_leaves=31 num_cat=0 split_feature=28 28 23 30 21 30 0 28 28 0 29 30 27 29 13 0 33 30 28 27 23 24 21 10 30 29 28 30 0 31 split_gain=1793.4 279.544 164.949 95.5897 85.4191 72.2179 41.6417 37.7851 35.5201 55.5947 33.373 32.0491 26.6392 24.4856 20.2819 19.4013 23.4832 14.7054 14.0664 16.1099 13.8008 13.3538 11.7293 11.4228 15.6074 10.6047 9.97106 41.2904 8.99955 8.95225 threshold=15805.474552509268 17448.750801904636 73.160000000000778 333.20602038896783 14424.705000000002 314.63964147404039 17.500000000000004 16551.66509046037 17935.769581447534 17.500000000000004 12694.224936205546 133.14608748567099 -690.12999999999909 16663.015227728345 0.80926549319045582 17.500000000000004 11780.005000000003 225.1773667492368 15183.021730148981 -27.644999999998614 778.31499999999971 -640.61500000000058 15215.750000000002 -0.78656609248549325 188.82986322216615 13781.209794455137 13943.023887126705 409.08095719397335 12.500000000000002 13762.290885416669 decision_type=2 2 2 2 2 2 2 2 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 11 6 26 18 7 17 9 23 -7 13 -9 -2 -8 16 22 -4 -6 -20 -16 -21 -12 24 -3 -24 -1 -28 -15 -29 right_child=1 8 3 -5 5 10 14 12 -10 -11 15 -13 -14 28 20 -17 -18 -19 19 21 -22 -23 25 -25 -26 -27 27 29 -30 -31 leaf_value=-40.687544599027461 2.6032738986198094 9.8625876346353252 3.7041237718066955 26.069205274723515 -5.1922548610130139 -8.9157193621396154 2.5171602346689714 6.2965931675770745 51.330737188421189 4.3464841169492638 6.6917598805398208 0.78763040261235784 14.707712465723093 3.3330191342319599 4.6787684020657965 -1.8266176444185174 12.975779849757556 7.6736420921635728 -1.8138496008489204 -4.6875948237210103 10.403483418048395 2.9275204370719741 0.59129404934928642 31.85994529495639 -3.1541168005516029 7.2316889667733504 -4.9059876043700514 5.6053254294589001 6.4652341038391272 16.090932443494477 leaf_weight=60163 845 288 680 560 5143 412 573 254 996 313 379 1696 593 130 98 239 329 181 1356 249 91 788 355 368 27 312 6674 49 275 57 leaf_count=60163 845 288 680 560 5143 412 573 254 996 313 379 1696 593 130 98 239 329 181 1356 249 91 788 355 368 27 312 6674 49 275 57 internal_value=-0.00142214 0.0166375 0.0123119 0.0188647 -0.00330305 0.000233423 0.0154818 0.0189508 0.0296145 0.0242731 0.00693781 0.0055723 0.0249492 0.010432 0.00770604 0.0095316 0.01136 0.0130499 -0.001569 0.000964479 0.0190688 0.00471745 0.0084283 0.0306706 0.0250794 0.00523538 -0.0038082 -0.00235398 0.0185185 0.0224151 internal_weight=84473 7968 5976 3030 76505 9562 2470 1708 1992 996 2026 2946 847 1250 762 1614 1375 861 7536 2393 189 1037 1046 683 315 667 66943 6780 405 106 internal_count=84473 7968 5976 3030 76505 9562 2470 1708 1992 996 2026 2946 847 1250 762 1614 1375 861 7536 2393 189 1037 1046 683 315 667 66943 6780 405 106 is_linear=0 shrinkage=0.04 Tree=28 num_leaves=31 num_cat=0 split_feature=28 28 30 21 23 30 17 28 0 28 0 23 27 28 15 16 30 29 33 13 30 15 0 28 30 15 1 30 23 18 split_gain=1703.74 244.668 140.945 103.945 75.7578 72.3136 35.2986 34.6777 43.1152 33.1571 55.828 29.2427 28.3928 22.1537 28.593 22.1057 18.1271 15.0556 14.7271 13.6712 12.5279 15.9333 11.6352 11.5973 38.4686 10.5045 10.582 9.4575 9.15018 14.2548 threshold=15943.799454286047 17448.750801904636 341.20358737534588 14424.705000000002 -63.159999999999847 314.63964147404039 11612.885000000002 16551.66509046037 17.500000000000004 17935.769581447534 17.500000000000004 320.70499999999907 -438.61999999999892 15671.735963816345 15827.635000000002 16489.525000000005 206.83789986547899 16768.806360946346 11802.425000000001 0.80926549319045582 234.72789038048464 16412.385000000002 12.500000000000002 13917.021020548138 409.08095719397335 14100.165000000003 1.0000000180025095e-35 101.13568718993228 52.585000000000043 14132.020000000002 decision_type=2 2 2 2 2 2 2 2 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 4 23 16 13 -7 20 12 10 22 -8 -9 28 27 -4 17 -2 -13 -10 -6 -22 -3 -1 -25 26 -20 -15 -5 -30 right_child=1 9 15 5 7 6 11 8 19 -11 -12 18 -14 14 -16 -17 -18 -19 25 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-39.555483034944558 1.9915625302664466 22.436818245898717 25.535169702147563 -8.2199628040672295 3.4598343177086908 0.87566498483035404 -3.2063338461624449 6.1054733923843472 2.717248183705248 49.277507700884307 4.1726247522713447 7.0781479658640647 13.525906091861742 2.0427628950523071 -1.2018601384632863 -3.4252700404549863 0.34094509969066472 4.7793699636204865 13.915537882429724 9.8740560468050589 10.124543769324234 -1.7865013728286818 29.808040886043162 -4.5472551775514862 12.195133202849824 16.265035318368465 4.0274890088827604 5.126225874529033 -1.899759310273007 2.1722984998815882 leaf_weight=59908 707 341 474 3443 1097 863 214 328 295 996 313 681 704 229 609 29 994 402 52 79 162 41 342 6989 109 158 131 223 2902 658 leaf_count=59908 707 341 474 3443 1097 863 214 328 295 996 313 681 704 229 609 29 994 402 52 79 162 41 342 6989 109 158 131 223 2902 658 internal_value=-0.00146807 0.0169967 0.0125136 -0.00321575 0.0104063 0.000553773 0.00716722 0.0148322 0.0191863 0.0289518 0.0237912 0.0115016 0.0234031 -0.00116766 0.00421866 0.03266 0.00471136 0.00822723 0.014317 0.0075508 0.0101231 0.0192512 0.030202 -0.00378748 -0.00225867 0.0211026 0.0145792 0.0118407 -0.00198372 -0.000561799 internal_weight=84473 7304 5312 77169 4809 10163 2099 2706 1406 1992 996 1236 1032 8064 1061 503 2103 1109 1022 374 1300 203 683 67006 7098 341 183 452 7003 3560 internal_count=84473 7304 5312 77169 4809 10163 2099 2706 1406 1992 996 1236 1032 8064 1061 503 2103 1109 1022 374 1300 203 683 67006 7098 341 183 452 7003 3560 is_linear=0 shrinkage=0.04 Tree=29 num_leaves=31 num_cat=0 split_feature=28 28 30 28 0 30 10 28 23 30 28 0 0 16 0 16 28 30 15 33 0 30 28 21 30 27 23 19 13 28 split_gain=1586.28 246.781 153.552 90.1218 75.5526 74.7769 65.9264 42.8613 36.2426 46.7398 36.0545 70.4731 30.6652 24.5766 23.044 23.0063 21.7629 21.2912 51.0167 23.4147 15.2675 14.5863 19.2721 14.4447 13.9632 11.6106 10.8877 10.8471 10.3733 10.0182 threshold=15868.868719930977 17448.750801904636 341.20358737534588 14427.241720733226 17.500000000000004 492.32835310678547 -0.78656609248549325 16743.512839067673 7.0850000000000373 157.93882664325966 18134.379145298004 17.500000000000004 17.500000000000004 15448.320000000002 14.500000000000002 16489.525000000005 14936.017293249855 440.58581040911275 12883.750000000002 11408.435000000001 12.500000000000002 86.696350748341132 16551.66509046037 15331.580000000002 98.837166733249902 -511.73500000000143 320.70499999999907 15324.275000000001 0.10837544681456425 17738.944817974956 decision_type=2 2 2 2 2 2 2 2 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 4 17 6 8 21 24 -5 -10 11 20 14 -6 -11 -4 -7 -1 -19 -20 26 22 -2 -21 -8 -9 29 -16 -13 -3 right_child=1 10 15 5 13 16 7 25 9 12 -12 28 -14 -15 27 -17 -18 18 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-28.145538380467979 2.4692652779134829 2.8363291163860005 24.333208888211544 -4.9492458852039709 8.8377752952205171 3.9720459232113519 2.7023007826617622 7.3121141181990508 -0.98303533104314167 2.305195176411305 51.567618127981845 1.6196580653672907 -0.9195797555972105 0.87059078165220771 7.5890074212385352 -3.468239667097381 13.485341319247965 -13.872238878203996 2.5729104732256292 13.382584239911033 30.391459561064561 2.2369821174347746 4.7871328849853763 3.359881704102174 6.6829933092682845 15.373151015094338 27.011854098131007 4.9677183577062394 6.3637841506071169 12.266818987408149 leaf_weight=65436 562 128 502 4304 187 198 280 115 2676 642 664 195 578 1804 246 31 249 1499 364 169 456 696 421 73 596 450 227 403 221 101 leaf_count=65436 562 128 502 4304 187 198 280 115 2676 642 664 195 578 1804 246 31 249 1499 364 169 456 696 421 73 596 450 227 403 221 101 internal_value=-0.00152394 0.0158638 0.0115918 -0.00325192 0.00946116 0.000440619 0.0133462 0.0196225 -0.000365692 0.00212541 0.0279679 0.0241626 0.00697913 0.00337318 0.0104074 0.0320225 0.0164027 -0.00376015 0.000199524 0.0099934 0.030386 0.0079595 0.0110966 0.0196364 0.0140822 0.0282124 0.0252105 0.0157226 0.0105192 0.0190568 internal_weight=84473 7636 5644 76837 5111 9296 3120 1441 8849 4545 1992 1328 1869 1991 1291 533 447 67541 2105 606 912 1679 983 242 876 565 456 649 416 229 internal_count=84473 7636 5644 76837 5111 9296 3120 1441 8849 4545 1992 1328 1869 1991 1291 533 447 67541 2105 606 912 1679 983 242 876 565 456 649 416 229 is_linear=0 shrinkage=0.04 Tree=30 num_leaves=31 num_cat=0 split_feature=28 28 28 0 10 30 28 30 23 30 16 21 28 30 27 16 30 0 28 23 30 0 18 28 18 0 0 0 35 17 split_gain=1499.51 176.983 158.58 133.438 111.072 98.396 46.2961 90.2762 36.2785 35.7284 28.3672 30.8836 28.0891 25.5699 24.1668 22.0372 18.4937 18.2917 38.5142 14.8633 36.5162 13.9887 13.7664 13.7218 11.1349 10.2151 8.44359 8.41117 7.58308 7.31565 threshold=16220.316265950996 17738.944817974956 15301.488759226859 17.500000000000004 -0.78656609248549325 474.38545779689156 13794.285200536067 333.20602038896783 -208.41499999999903 244.60056876429789 14302.700000000003 15113.085000000001 16847.518346585832 86.696350748341132 -294.97500000000122 15574.040000000003 84.72944840376401 17.500000000000004 18134.379145298004 143.70499999999996 198.47047192525613 17.500000000000004 11590.095000000001 16847.518346585832 11292.725000000002 17.500000000000004 14.500000000000002 12.500000000000002 14658.287604166668 11841.530000000002 decision_type=2 2 2 2 2 2 2 2 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 4 13 8 -1 19 -4 12 11 24 -6 23 -10 -5 -16 -3 -19 -8 -21 22 -22 -2 -9 26 -18 -15 -13 -7 right_child=1 17 5 15 9 29 7 10 14 -11 -12 28 -14 27 16 -17 25 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-37.619373428279069 3.307130361903249 45.548029055243099 -1.9171909567349994 8.9495055949384454 4.4811932520576994 4.8181793589460584 -8.5767479993419933 3.7329823330505465 0.0066060882690658134 24.351959350922844 -29.414246543652215 2.4506870921254835 12.66189428422741 0.94634384044612374 1.1801845047239603 1.5861805013106973 3.2843074555926797 4.8199884890864295 36.372563764062363 -3.951644615250903 1.2419459065031548 -0.83775412917662484 5.1615037841094891 6.0828135002369663 11.458975107102757 4.0341675838188653 6.4654448700828668 7.0495555230972275 6.7695229326957573 19.286892463346927 leaf_weight=60569 351 819 1557 120 447 30 7526 216 905 691 256 489 490 470 731 1505 324 212 297 3304 280 298 422 444 276 311 581 130 213 209 leaf_count=60569 351 819 1557 120 447 30 7526 216 905 691 256 489 490 470 731 1505 324 212 297 3304 280 298 422 444 276 311 581 130 213 209 internal_value=-0.00155472 0.0177604 -0.00302519 0.0140809 0.0190499 0.00414114 -0.00347623 -0.00133735 0.00278612 0.0261474 0.00808276 0.0106734 0.0210587 0.010767 0.00546704 0.00483692 0.0079774 0.0306386 0.0246837 -0.00249197 -0.000617101 0.00608 0.00916239 0.0154717 0.0183577 0.011 0.0131492 0.00453333 0.00528775 0.0291381 internal_weight=84473 5976 78497 4648 3023 4648 73849 13280 4409 1628 1450 1194 937 1395 2852 1625 1947 1328 509 11830 4304 1000 702 795 492 1216 905 600 702 239 internal_count=84473 5976 78497 4648 3023 4648 73849 13280 4409 1628 1450 1194 937 1395 2852 1625 1947 1328 509 11830 4304 1000 702 795 492 1216 905 600 702 239 is_linear=0 shrinkage=0.04 Tree=31 num_leaves=31 num_cat=0 split_feature=28 28 30 0 28 30 28 28 0 15 10 23 30 0 0 16 30 3 27 18 30 0 0 30 16 13 0 0 30 15 split_gain=1418.57 257.857 169 71.973 70.8445 92.9408 43.0391 39.5605 66.8818 26.7384 27.2457 24.3652 49.4938 24.0131 22.1096 20.2103 18.0424 16.5858 13.9551 13.8842 12.5908 13.5083 12.9187 12.1619 10.5585 10.3656 10.3608 10.3062 10.2911 10.0092 threshold=15733.915445903047 17448.750801904636 349.43968744896807 18.500000000000004 13891.157007918868 359.07464763700705 16551.66509046037 18134.379145298004 17.500000000000004 17352.775000000005 -0.78656609248549325 7.0850000000000373 230.84356865657548 17.500000000000004 12.500000000000002 16782.935000000001 75.407596429694152 16.500000000000004 338.534999999999 13569.010000000002 142.48931627457299 17.500000000000004 14.500000000000002 134.74476444686778 14268.160000000002 0.14250626876356556 17.500000000000004 10.500000000000002 221.46905692324211 15761.750000000002 decision_type=2 2 2 2 2 2 2 2 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 6 -1 11 18 8 14 10 16 -6 20 -12 19 -4 -8 24 29 -3 -13 22 -22 -21 -7 -10 27 -14 -20 -2 right_child=1 7 15 -5 5 17 9 -9 25 -11 13 12 26 -15 -16 -17 -18 -19 28 23 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-33.772583556541065 4.624041003687128 26.140062183645124 22.348286392538267 0.51723116267175318 -8.26195429600482 12.554596639238767 4.3675491045638637 47.682992240652823 1.373761574367204 1.4254858056837654 11.915677992238587 -3.3157248033426487 2.4867167850622893 5.5656664248051646 27.592044318418868 -4.3716703456764598 2.9883205682818961 5.5964328274306885 3.8300172210632093 8.4094270957706616 0.10413435967106539 -3.2046022439860695 4.1922031293498989 1.4580559803917055 -21.524338397801539 5.9688754772682948 0.42457867737521482 6.2197209173596768 9.2897193480194442 2.3397999057533458 leaf_weight=61897 200 177 527 1693 6613 99 317 664 206 254 719 3910 339 207 456 27 310 1159 225 215 442 657 411 64 21 210 233 392 133 1696 leaf_count=61897 200 177 527 1693 6613 99 317 664 206 254 719 3910 339 207 456 27 310 1159 225 215 442 657 411 64 21 210 233 392 133 1696 internal_value=-0.00160681 0.0140964 0.0101344 0.00810288 -0.00331787 -0.00077781 0.0109914 0.0266426 0.0226566 0.0155905 0.0175583 -0.00179026 -2.75699e-05 0.0219179 0.0287193 0.0312347 0.0111196 0.00951055 0.00730435 0.0224912 -0.00151292 0.0015894 0.00490973 0.0169319 0.0236667 0.00936538 0.00832365 0.0106648 0.0145475 0.00593671 internal_weight=84473 8300 6308 5754 76173 14276 4061 1992 1328 1807 1553 12997 6384 926 912 554 627 1279 2254 456 5420 1510 853 279 120 416 964 731 358 1896 internal_count=84473 8300 6308 5754 76173 14276 4061 1992 1328 1807 1553 12997 6384 926 912 554 627 1279 2254 456 5420 1510 853 279 120 416 964 731 358 1896 is_linear=0 shrinkage=0.04 Tree=32 num_leaves=31 num_cat=0 split_feature=28 28 28 23 30 30 30 28 0 0 0 28 16 21 19 0 28 33 30 0 15 23 30 0 24 0 15 23 27 29 split_gain=1334.48 169.742 144.396 98.8107 94.0463 61.4336 45.9461 83.8578 35.415 34.0969 33.1253 47.2256 26.8065 29.5845 23.0803 21.4212 15.6875 15.1317 14.5246 13.4366 13.2043 12.6553 28.3702 12.9477 12.0472 11.6568 11.2138 10.713 9.83766 9.4479 threshold=16220.316265950996 17586.67854913693 15301.488759226859 -24.324999999999815 541.90135930492636 333.20602038896783 333.20602038896783 13581.215207013205 17.500000000000004 18.500000000000004 17.500000000000004 18134.379145298004 14526.450000000003 15061.660000000002 17124.195000000003 14.500000000000002 14122.668722559303 11357.735000000002 95.315741031490674 17.500000000000004 17123.200000000004 52.585000000000043 188.82986322216615 17.500000000000004 3362.4900000000002 15.500000000000002 16412.385000000002 -192.56499999999957 -1004.4650000000019 16884.937862427167 decision_type=2 2 2 2 2 2 2 2 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 18 9 8 16 -8 14 15 27 -12 13 17 28 24 -1 -9 29 -17 -7 -18 -23 25 -4 -24 -10 -3 -5 -2 right_child=1 10 4 5 -6 20 7 12 26 -11 11 -13 -14 -15 -16 19 21 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-30.333454242103681 2.6423128377914931 12.367729227571777 0.78689599137533439 2.7348536458524495 18.634860965033585 23.246056555194155 -14.508753556852161 4.7491677320365939 8.4286125292801088 -2.3675254186659691 4.3297767657602337 33.010341523873649 -28.372213882187683 3.5022160365514861 13.221155778038359 5.1842385709167011 -7.9727998760470635 13.867497517501322 1.2233056988468853 3.1097330713261813 -0.35467746227092678 -2.9587616098768734 1.7580330296608384 -1.4219196261533489 4.7139649143854516 6.0361526274955031 3.0716149041993361 39.463532905065385 6.333325130998845 4.8133387858997452 leaf_weight=60761 249 105 1732 147 175 389 3196 421 64 1477 311 297 274 802 558 812 4400 203 1319 339 20 2869 306 302 113 315 526 947 814 230 leaf_count=60761 249 105 1732 147 175 389 3196 421 64 1477 311 297 274 802 558 812 4400 203 1319 339 20 2869 306 302 113 315 526 947 814 230 internal_value=-0.00164564 0.0165756 -0.00303283 0.0123948 0.00380551 0.0175091 -0.00346323 0.000281045 0.0147577 0.00268008 0.0274458 0.0200132 0.00745882 0.00966059 0.0179881 0.00513218 -0.00372909 0.0161923 0.00523248 0.00941442 0.0316968 -0.00208594 -0.000392406 0.00570747 0.0024607 0.00901127 0.00644068 0.0317414 0.014231 0.0111983 internal_weight=84473 5976 78497 4316 4648 2518 73849 4896 2109 4473 1660 608 1700 1426 1519 2996 68953 624 1798 1151 409 8192 3792 923 1845 621 590 1052 961 479 internal_count=84473 5976 78497 4316 4648 2518 73849 4896 2109 4473 1660 608 1700 1426 1519 2996 68953 624 1798 1151 409 8192 3792 923 1845 621 590 1052 961 479 is_linear=0 shrinkage=0.04 Tree=33 num_leaves=31 num_cat=0 split_feature=28 28 30 28 30 23 28 15 23 30 0 28 0 0 30 30 33 30 15 0 16 9 0 0 28 29 27 13 21 18 split_gain=1237.67 235.035 156.104 70.3119 99.8981 57.1496 55.4911 54.7003 25.1487 52.4381 22.5519 25.764 22.1112 26.9339 18.0975 18.0228 17.1993 16.3533 15.8311 15.4417 13.7457 13.1433 11.4542 10.8649 20.8549 10.8189 10.4974 10.0225 9.92641 9.54636 threshold=15733.915445903047 17319.251111451242 359.07464763700705 13722.289976457427 370.2424809345182 148.75000000000003 17935.769581447534 17480.600000000002 52.585000000000043 203.52368931271462 17.500000000000004 16847.518346585832 17.500000000000004 12.500000000000002 246.93425334868343 68.465771527750888 11780.005000000003 198.47047192525613 17235.620000000006 17.500000000000004 15103.490000000002 0.78656609248549325 10.500000000000002 17.500000000000004 18401.137131747837 16768.806360946346 79.119999999999905 0.10837544681456425 15215.750000000002 13097.600000000002 decision_type=2 2 2 2 2 2 2 2 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 5 -1 8 17 7 15 -5 -10 11 14 13 29 -7 -3 28 25 -13 22 -12 -18 -11 -8 27 -2 -4 -25 -6 -9 right_child=1 6 26 4 16 10 23 12 9 19 20 18 -14 -15 -16 -17 21 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-35.308279081828005 1.9834686941935542 4.6601345162876759 5.5370331267702744 -7.6794588073884897 5.0950022315385022 3.5260642737547805 44.216701799535514 22.808128061479511 -2.3615184928772934 2.1281151625178727 8.2290544808087631 12.303971919839356 2.284581811730757 15.895141551562462 7.7739784054558214 24.17026747087667 -1.5371578571127293 -0.018447795666155124 1.6803196764060397 -0.47631591344154478 2.3895536167212086 11.642498963872024 5.4576105940594104 3.9570754146423326 36.925904400077414 4.2654970679028379 20.052818197952426 13.600406648274987 2.5109879652494413 2.8427710672036177 leaf_weight=59573 1544 88 29 8450 453 816 596 52 5266 536 137 356 382 187 248 353 56 1303 53 403 616 313 566 87 178 412 462 135 557 266 leaf_count=59573 1544 88 29 8450 453 816 596 52 5266 536 137 356 382 187 248 353 56 1303 53 403 616 313 566 87 178 412 462 135 557 266 internal_value=-0.00169915 0.0129687 0.00877108 -0.00329739 -0.000995182 0.00683683 0.0237625 0.0184096 -0.00192918 -0.000112835 0.0117772 0.0146558 0.0126855 0.0181782 0.0113759 0.0299229 0.00931399 0.00346241 0.0231883 0.00647176 0.00614608 0.0167046 0.00892196 0.0308996 0.0258 0.00577505 0.0303788 0.0176216 0.00661386 0.0110943 internal_weight=84473 8300 5976 76173 16600 5485 2324 1328 15221 6771 2226 1473 887 505 1064 441 1379 3259 409 1505 753 369 1102 996 400 1956 491 222 1010 318 internal_count=84473 8300 5976 76173 16600 5485 2324 1328 15221 6771 2226 1473 887 505 1064 441 1379 3259 409 1505 753 369 1102 996 400 1956 491 222 1010 318 is_linear=0 shrinkage=0.04 Tree=34 num_leaves=31 num_cat=0 split_feature=28 28 30 23 28 30 28 0 10 23 30 28 0 30 30 33 15 29 30 15 0 0 24 10 30 1 27 26 21 35 split_gain=1153.15 227.747 155.936 71.1839 69.4935 89.2645 48.8785 35.4476 24.303 23.7538 50.3842 23.061 34.4643 19.3482 17.4135 16.7702 16.635 13.6639 13.0716 11.9425 11.7509 16.5456 11.4505 10.9672 13.2129 10.4548 9.64863 9.1025 8.47166 9.73886 threshold=15733.915445903047 17738.944817974956 359.07464763700705 -14.214999999999234 13722.289976457427 382.08722825520391 16847.518346585832 17.500000000000004 -0.60355339059327384 7.0850000000000373 230.84356865657548 18134.379145298004 17.500000000000004 246.93425334868343 123.03868294073813 12075.070000000002 16583.985000000004 16884.937862427167 130.31529991017737 16884.565000000006 17.500000000000004 14.500000000000002 3362.4900000000002 -0.78656609248549325 134.74476444686778 1.5000000000000002 79.119999999999905 -1178.6550000000004 15215.750000000002 13630.078809523811 decision_type=2 2 2 2 2 2 2 2 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 14 -1 9 13 8 22 -6 18 12 23 -5 17 25 -15 -2 -11 -9 21 -20 -8 24 -3 28 -4 -12 29 -7 right_child=1 11 26 6 5 15 7 19 -10 10 27 -13 -14 16 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-33.895947918554882 1.9457821092751864 8.1896589809004645 9.7447347996894145 2.8422204861249294 -8.3729761433798728 4.983138927246328 4.9772489124640327 9.0641114725542327 15.049643702087305 -3.7193173552650878 6.5441453901999482 42.428463162842675 4.3009738324890439 7.8137737851354894 0.41081045880527262 10.757825611023144 -3.1221435989518604 3.9001084342907637 -0.31855414430226214 3.6838760945634554 -3.0351687416712121 3.9467346158573897 17.065730399266617 25.574384813966578 -1.0174679594192129 1.8109535569919437 21.471123180689318 3.067841459946083 4.9891656153992141 16.092294942449413 leaf_weight=59573 754 149 32 1794 7832 179 474 23 335 4284 119 664 212 311 1917 201 54 347 620 293 872 514 113 267 36 542 525 1057 303 77 leaf_count=59573 754 149 32 1794 7832 179 474 23 335 4284 119 664 212 311 1917 201 54 347 620 293 872 514 113 267 36 542 525 1057 303 77 internal_value=-0.00174366 0.0124145 0.00952266 0.00775994 -0.00328636 -0.000997591 0.0117315 0.0180679 0.0220304 -0.00185332 -0.000238951 0.0275964 0.0223253 0.00809819 0.00328959 0.00905683 0.0164931 0.00729882 -0.00165978 0.00650633 0.00100498 0.00368959 0.0171244 0.0285664 0.0210811 0.00711717 0.0298241 0.00736054 0.0109553 0.0163125 internal_weight=84473 8300 6972 6415 76173 16600 3397 1238 922 15298 7466 1328 664 2159 3018 1302 365 1101 6290 316 2006 1134 587 452 185 1101 557 1176 559 256 internal_count=84473 8300 6972 6415 76173 16600 3397 1238 922 15298 7466 1328 664 2159 3018 1302 365 1101 6290 316 2006 1134 587 452 185 1101 557 1176 559 256 is_linear=0 shrinkage=0.04 Tree=35 num_leaves=31 num_cat=0 split_feature=28 28 30 23 21 30 28 0 28 0 28 27 0 30 15 30 21 30 15 35 33 16 0 28 27 23 30 18 10 30 split_gain=1084.39 216.565 146.338 70.2393 63.0825 51.0848 49.9111 34.2354 26.8302 25.9563 45.7707 22.8384 20.3181 18.4762 18.318 17.1788 16.9247 16.2899 12.1865 12.0063 11.8544 11.6245 10.3528 13.4761 9.81723 9.30188 15.4741 11.4423 9.25695 17.3177 threshold=15671.735963816345 17738.944817974956 370.2424809345182 -14.214999999999234 14058.780000000002 314.63964147404039 16847.518346585832 17.500000000000004 13443.122495155187 17.500000000000004 18401.137131747837 -349.77499999999958 17.500000000000004 225.1773667492368 16583.985000000004 123.03868294073813 15215.750000000002 73.717297529033374 16884.565000000006 13981.096986607145 12152.130000000003 17001.540000000005 12.500000000000002 16964.131793090404 125.97999999999958 -95.039999999999949 130.31529991017737 14166.970000000003 -0.70710678118654757 134.74476444686778 decision_type=2 2 2 2 2 2 2 2 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 15 -1 25 13 11 -7 28 21 -8 16 -5 -15 22 19 -13 -9 -10 -18 -11 -2 -24 -4 -6 -27 -28 29 -3 right_child=1 9 24 6 5 8 7 18 12 10 -12 17 -14 14 -16 -17 20 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=-22.872731855924794 1.2188390895115386 16.387855705458641 6.2939188380571673 2.6858686619330205 -9.9585971547618755 -6.8174477326745846 6.0572635717370407 8.7015470136520356 4.1651249900943723 26.904556946834173 33.751729697560513 3.7239546848299505 -3.1233229343292281 6.6587220364815476 -2.3255708924422311 0.30436072399423392 2.655071524318271 15.185989084123021 3.5313732997243812 12.854093423264448 10.098938462617523 3.4419411274548715 2.6766510983983096 5.0641307225149488 20.532838523872648 -3.9256010743969494 0.075126617691288089 3.1175384782528135 43.352534860948076 6.0495072751700265 leaf_weight=63351 497 324 32 1806 3679 609 327 23 507 42 178 137 327 438 78 2014 770 477 294 188 90 289 492 169 520 3649 2224 447 444 51 leaf_count=63351 497 324 32 1806 3679 609 327 23 507 42 178 137 327 438 78 2014 770 477 294 188 90 289 492 169 520 3649 2224 447 444 51 internal_value=-0.00178012 0.0116534 0.00895181 0.00733294 -0.00330908 -0.00071097 0.0111732 0.0175898 0.00441429 0.026512 0.0194185 0.0214198 0.00677577 0.00769681 0.0143721 0.00299874 0.00868167 0.0259674 0.00622082 0.0133237 0.00493023 0.0106224 0.00688083 0.0101604 0.0287536 -0.0019878 -0.00105696 0.00125646 0.0309206 0.0262933 internal_weight=84473 8632 7304 6752 75841 12490 3580 1258 2491 1328 509 941 1882 2322 516 3172 1555 614 317 695 860 331 1158 661 552 9999 6320 2671 819 375 internal_count=84473 8632 7304 6752 75841 12490 3580 1258 2491 1328 509 941 1882 2322 516 3172 1555 614 317 695 860 331 1158 661 552 9999 6320 2671 819 375 is_linear=0 shrinkage=0.04 Tree=36 num_leaves=31 num_cat=0 split_feature=28 28 28 30 27 28 30 30 0 0 10 21 0 10 16 23 30 28 0 27 30 23 30 34 28 32 30 10 17 13 split_gain=1021.08 149.53 127.676 88.6029 87.5784 48.7078 79.9873 42.8867 28.5738 27.809 26.3656 19.8713 19.3636 21.5346 18.9866 18.4293 45.5081 17.1812 36.5298 17.1123 16.3634 15.8185 15.3353 12.8767 12.6999 11.6586 11.1919 10.909 10.8457 10.739 threshold=16388.0073430144 15301.488759226859 17935.769581447534 440.58581040911275 58.975000000000371 13602.534492564651 359.07464763700705 305.24786635014897 17.500000000000004 19.500000000000004 -0.78656609248549325 15215.750000000002 17.500000000000004 -0.78656609248549325 14445.450000000003 81.545000000000996 244.60056876429789 18401.137131747837 17.500000000000004 -226.88000000000008 92.001316254466019 1347.3300000000011 238.61405803626764 18218.290000000005 17319.251111451242 2021.4837623846201 147.26572295494279 -0.78656609248549325 16583.985000000004 0.75580964594513067 decision_type=2 2 2 2 2 2 2 2 2 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 9 8 -1 15 12 10 19 20 14 13 -6 21 -7 26 18 -4 -3 -2 -8 25 -5 -15 -12 -17 -21 -20 -14 right_child=2 3 17 23 7 6 11 -9 -10 -11 22 -13 29 24 -16 16 -18 -19 28 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-34.349001139999594 3.5442208551507521 0.18984765905408452 25.770797625747051 10.373265487630396 3.1029878533664608 -8.5684843282822509 11.653768479977423 22.456608572018354 0.68440555901812361 -3.1349085924802575 2.9157961964652155 2.2078284087586755 2.3345987410680644 8.1382907953524111 -27.866010468986978 -4.5858823722525921 3.6934610536193309 45.437495324404225 20.631545153019399 1.2739200489943878 0.7688283246011709 2.5963773290080883 16.53615329944936 16.943412753711208 16.833143262624684 7.3423040099149999 0.74172756879109814 3.3812951339038557 2.9668576488374536 8.7432705905993799 leaf_weight=57913 521 1415 442 168 326 8585 307 443 997 1139 154 649 371 403 98 3768 770 332 59 956 439 316 99 139 169 318 1443 1495 163 76 leaf_count=57913 521 1415 442 168 326 8585 307 443 997 1139 154 649 371 403 98 3768 770 332 59 956 439 316 99 139 169 318 1443 1495 163 76 internal_value=-0.00179764 -0.00293685 0.0151792 0.00354518 0.0122002 -0.00340311 -0.00144478 0.0189754 0.00740823 0.00226573 0.01084 0.00779562 0.0154201 0.0188062 0.0123662 -0.00231388 -0.000609264 0.0280884 0.0243735 0.00388412 0.00679167 0.0149406 0.0176462 0.0244039 0.0234825 0.0146441 -0.00195049 0.00590616 0.0111351 0.00861745 internal_weight=84473 79161 5312 5312 4316 73849 15936 1788 2528 5005 1531 1370 1345 898 721 14566 5981 996 664 3866 960 623 571 307 572 472 5211 2451 222 447 internal_count=84473 79161 5312 5312 4316 73849 15936 1788 2528 5005 1531 1370 1345 898 721 14566 5981 996 664 3866 960 623 571 307 572 472 5211 2451 222 447 is_linear=0 shrinkage=0.04 Tree=37 num_leaves=31 num_cat=0 split_feature=28 28 28 0 10 30 30 28 0 0 30 28 21 35 29 0 30 28 0 30 30 28 15 16 28 17 35 9 0 30 split_gain=961.977 144.683 120.096 79.8392 100.741 70.9044 37.9617 71.2881 37.2339 36.2452 35.0162 26.2069 21.213 22.9261 19.1776 18.0829 17.6668 17.5547 35.2003 12.1733 12.096 11.2865 17.7671 11.2539 11.1193 10.9089 10.3022 9.34326 23.0045 17.727 threshold=16388.0073430144 14710.725798728314 17935.769581447534 17.500000000000004 -0.78656609248549325 474.38545779689156 382.08722825520391 13369.395109452502 18.500000000000004 14.500000000000002 244.60056876429789 15489.71576968409 15396.495000000001 13981.096986607145 16663.015227728345 17.500000000000004 86.696350748341132 18401.137131747837 17.500000000000004 78.879874775044343 65.264699907768758 13891.157007918868 13805.485000000002 15960.270000000002 15489.71576968409 16583.985000000004 13863.060587797618 -0.78656609248549303 17.500000000000004 128.84279086491267 decision_type=2 2 2 2 2 2 2 2 2 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 16 8 21 -8 9 24 14 -7 13 -9 -6 19 -2 18 -4 -11 -16 -1 -23 -5 -3 -20 -12 28 29 -24 right_child=2 5 17 23 10 11 7 12 -10 15 26 -13 -14 -15 20 -17 -18 -19 25 -21 -22 22 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-28.737060823146457 3.2688687589914465 -1.5446328291370166 24.739965720717134 6.4705260836135405 5.4299193220399609 3.5984609516132431 -13.423792471105243 4.3296423081085536 -2.7836758619894613 0.92412628811832209 9.5602083808945348 15.774482617899439 -0.41764366629489885 13.633819142924471 3.9126049438762984 0.96130528036102658 1.5891234519065349 43.619995511428058 19.806283346898564 4.6193455750984826 11.343251539646293 3.4561420242610392 -1.4513242416195877 1.1709881685968409 1.2950332393178614 2.8481833428839902 20.5911963283564 -7.3005780917904621 -4.3855859601970444 5.4991179755375468 leaf_weight=59237 730 1917 442 176 506 256 2156 566 3062 382 91 222 308 245 86 667 556 332 59 1137 301 298 253 1306 1653 163 564 5093 1381 328 leaf_count=59237 730 1917 442 176 506 256 2156 566 3062 382 91 222 308 245 86 667 556 332 59 1137 301 298 253 1306 1653 163 564 5093 1381 328 internal_value=-0.00183363 -0.00293938 0.0146446 0.0117553 0.0156895 0.00174871 -0.00356316 0.00064122 0.000935359 0.00283113 0.0225633 0.0167531 0.00883289 0.0122269 0.017411 0.00688746 0.00741524 0.0271647 0.0234096 0.00929822 0.0241137 -0.00376994 -0.00229185 0.00423212 0.000347338 0.0104144 0.0295878 -0.00269596 -0.000350664 0.00632702 internal_weight=84473 79161 5312 4316 2834 9296 69865 3275 8818 5756 1548 478 1119 811 893 2186 1286 996 664 1519 387 66590 7353 1482 3570 222 655 7055 1962 581 internal_count=84473 79161 5312 4316 2834 9296 69865 3275 8818 5756 1548 478 1119 811 893 2186 1286 996 664 1519 387 66590 7353 1482 3570 222 655 7055 1962 581 is_linear=0 shrinkage=0.04 Tree=38 num_leaves=31 num_cat=0 split_feature=28 28 28 0 10 30 23 33 28 0 0 1 30 30 28 30 28 30 28 9 9 0 30 21 0 1 27 0 28 30 split_gain=887.941 136.147 111.152 89.8713 104.168 74.5464 38.8657 36.3533 35.5371 33.1865 25.674 23.3683 22.8091 17.654 16.8298 15.7381 15.4758 13.6864 12.6631 19.1992 20.5197 34.1666 29.4179 15.4136 12.048 11.2738 11.2205 11.2133 13.2472 10.6155 threshold=16388.0073430144 14892.126628527592 18134.379145298004 17.500000000000004 -0.78656609248549325 541.90135930492636 936.68999999999971 11287.655000000001 17206.182551322992 18.500000000000004 14.500000000000002 1.0000000180025095e-35 440.58581040911275 86.696350748341132 13540.914116679582 208.78314965899412 15604.930297216468 225.1773667492368 13647.905656655397 0.91597561503675362 -0.78656609248549303 17.500000000000004 159.63214619215944 15013.700000000003 17.500000000000004 1.5000000000000002 609.88500000000033 17.500000000000004 18401.137131747837 147.26572295494279 decision_type=2 2 2 2 2 2 2 2 2 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 9 18 14 12 10 -3 -9 29 -2 -8 -10 -7 -16 -1 20 21 22 -20 25 -12 -24 -5 -4 -29 -6 right_child=2 5 27 26 8 16 7 11 15 -11 24 -13 -14 -15 17 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-33.390151969127764 3.3077355478717436 0.56571716148908924 40.307562914714914 1.5409578091408165 3.1386100777796311 5.3291881665350731 -9.59741203899193 14.586398807697631 10.770676341429059 -2.2619795403563061 3.6862505287160592 3.6257318446937545 20.407555675684797 1.6592089133950081 -2.0161675232051177 23.050250606296544 16.293943242206396 2.2288696350530812 -1.0317058042502152 8.9253234666912675 -8.9442206266500115 -4.7082155974768609 7.6343378617291187 2.459682541254236 1.8926049621241399 4.2022136034453483 9.2520422975434595 6.7524936479407698 28.83936087622482 8.0209718606867515 leaf_weight=56570 789 3100 367 1492 300 168 1813 137 389 2589 1382 319 123 596 546 344 130 817 613 66 7647 2042 170 232 599 221 93 119 178 522 leaf_count=56570 789 3100 367 1492 300 168 1813 137 389 2589 1382 319 123 596 546 344 130 817 613 66 7647 2042 170 232 599 221 93 119 178 522 internal_value=-0.00188714 -0.00294948 0.0139443 0.0117573 0.0157584 0.00200904 -0.00350445 0.000526431 0.0224601 0.00124641 0.00312458 0.0110877 0.0173333 0.00763899 -0.000989925 0.0290696 0.0216376 0.0023683 -0.00372114 -0.00247876 -0.0026087 3.90472e-05 0.00528802 0.0114093 0.00668147 0.0162558 0.00402524 0.029253 0.0234747 0.0149294 internal_weight=84473 79161 5312 4648 3063 7968 71193 3632 1678 7670 5081 456 945 1385 3176 733 298 1363 67561 10991 10925 3278 1236 623 1981 391 1585 664 297 822 internal_count=84473 79161 5312 4648 3063 7968 71193 3632 1678 7670 5081 456 945 1385 3176 733 298 1363 67561 10991 10925 3278 1236 623 1981 391 1585 664 297 822 is_linear=0 shrinkage=0.04 Tree=39 num_leaves=31 num_cat=0 split_feature=28 28 30 28 30 28 0 10 23 30 23 30 0 30 15 21 16 21 30 28 23 0 28 0 0 0 35 1 14 28 split_gain=839.266 180.342 105.086 61.6504 80.1972 58.9989 60.0666 73.151 31.779 21.589 20.1402 43.4005 16.2969 14.6815 14.6511 13.1701 19.9484 12.4397 11.9258 11.7777 10.8465 10.8456 12.0646 10.7814 10.7505 10.3166 10.2064 10.6908 9.82941 9.79933 threshold=15671.735963816345 17081.032302597447 440.58581040911275 13561.923217266974 359.07464763700705 18134.379145298004 17.500000000000004 -0.78656609248549325 253.00500000000014 208.78314965899412 -38.364999999999775 188.82986322216615 17.500000000000004 210.49453040152517 16884.565000000006 14925.385000000002 14445.450000000003 14837.290000000003 120.17367353043733 14670.097157906441 1347.3300000000011 17.500000000000004 18401.137131747837 14.500000000000002 17.500000000000004 12.500000000000002 14793.975907738097 1.0000000180025095e-35 0.063390085881955341 16743.512839067673 decision_type=2 2 2 2 2 2 2 2 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 8 -1 10 6 7 18 24 -9 -5 19 17 -10 29 16 20 23 -3 -12 -6 -7 -23 -13 25 -2 -17 -28 -25 -15 right_child=1 5 -4 4 15 21 -8 9 13 -11 11 12 -14 14 -16 26 -18 -19 -20 -21 -22 22 -24 28 -26 -27 27 -29 -30 -31 leaf_value=-31.845383685880865 0.27321828861991199 3.8587645520282838 15.756058936923496 -8.9743276626994639 11.167363108322986 38.695260398126379 2.6093816828575256 8.9271250048175883 2.7930268320342941 20.587357166155577 -5.0528239998869759 2.3791954790973371 -1.0110595612101838 5.2243212647880277 -2.8225538465693543 1.7371266320338332 -25.413976400365051 1.8519187123013376 0.69536179142917387 0.10006471144963135 1.8377629460726812 6.482393902023083 27.685786441175878 3.5042130250420183 -0.2268049795134304 2.6257016823426382 10.269467401085883 3.5365477746091942 7.5624158384087767 8.967631153659342 leaf_weight=57249 821 575 311 7970 260 367 727 450 1127 402 4798 430 594 536 75 717 104 623 170 2278 243 119 178 146 1442 1176 68 199 162 156 leaf_count=57249 821 575 311 7970 260 367 727 450 1127 402 4798 430 594 536 75 717 104 623 170 2278 243 119 178 146 1442 1176 68 199 162 156 internal_value=-0.00193023 0.00988786 0.00568108 -0.00327533 -0.0012741 0.017834 0.0148296 0.0191684 0.00436302 0.0271737 -0.00207776 -0.00078441 0.00449105 0.00852376 0.0127927 0.00731364 0.0119473 0.00690375 0.0100134 -0.00224195 0.0152445 0.0283494 0.0226667 0.0104173 0.00207153 0.00397196 0.00445528 0.0111311 0.0161299 0.0146127 internal_weight=84473 8632 5644 75841 18592 2988 2324 1597 5333 852 17001 9031 1955 1894 767 1591 607 1361 745 7076 503 664 297 738 3439 1997 984 267 308 692 internal_count=84473 8632 5644 75841 18592 2988 2324 1597 5333 852 17001 9031 1955 1894 767 1591 607 1361 745 7076 503 664 297 738 3439 1997 984 267 308 692 is_linear=0 shrinkage=0.04 Tree=40 num_leaves=31 num_cat=0 split_feature=28 28 30 23 28 30 0 10 28 23 23 30 0 24 13 3 27 21 28 33 29 3 16 1 0 0 21 14 1 18 split_gain=779.543 163.707 96.0031 61.8155 60.3658 75.0547 38.4493 43.3218 33.3751 25.4322 19.2591 41.2472 20.4969 17.108 13.0026 12.7077 12.6222 13.8736 12.4564 12.3571 12.0066 11.4929 11.0803 10.2916 17.223 10.0058 10.0812 11.8762 9.59351 9.16999 threshold=15671.735963816345 17081.032302597447 394.85580750681839 7.0850000000000373 13540.914116679582 359.07464763700705 17.500000000000004 -0.60355339059327384 18401.137131747837 89.604999999999578 10.605000000000475 159.63214619215944 17.500000000000004 3362.4900000000002 0.43733377705052551 22.500000000000004 -71.775000000000531 16251.595000000003 17935.769581447534 11871.690000000001 17534.22819877059 341.50000000000006 14040.975000000002 1.5000000000000002 7.5000000000000009 14.500000000000002 14837.290000000003 0.063390085881955341 1.0000000180025095e-35 14613.440000000002 decision_type=2 2 2 2 2 2 2 2 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 9 18 -1 10 7 13 14 -2 -6 29 25 20 28 22 -11 -18 -3 -4 -5 -19 -7 24 -17 -13 27 -27 -8 -12 right_child=1 3 19 6 5 15 8 -9 -10 16 11 12 -14 -15 -16 23 17 21 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-31.081776854885174 0.7315148747493444 2.0767241406672898 7.317187860879093 5.4820783737491992 -7.8607608836886858 8.0675498830520223 4.3198700729946244 31.869184006473951 29.291791372582082 1.5795636414189229 -3.9783194755757654 1.4641437160761843 -1.4137168125437152 16.611760925829511 12.299850987789723 12.280015372089014 2.4754535315157757 5.5989740833945838 8.0775294848767309 17.230711485334364 11.989605842449237 1.8449573233853702 -6.4151540734210935 1.1165751903947705 2.7412540696868941 3.5316423342559875 2.924616552060491 6.8172686718832898 -1.6239929293850008 0.73337072372298262 leaf_weight=56917 2921 786 187 436 8973 199 81 680 155 864 5233 864 884 144 135 170 637 633 233 202 136 200 39 689 508 199 437 192 202 537 leaf_count=56917 2921 786 187 436 8973 199 81 680 155 864 5233 864 884 144 135 170 637 633 233 202 136 200 39 689 508 199 437 192 202 537 internal_value=-0.00197 0.00941983 0.00541176 0.0169906 -0.00326636 -0.00130924 0.0211295 0.0247106 0.0124049 0.00399239 -0.0020761 -0.000693028 0.00351553 0.0178436 0.00652631 0.00696573 0.0071054 0.00936054 0.00899313 0.0245861 0.0147413 0.0127587 0.0154958 0.00548061 0.00897935 0.00609456 0.00923671 0.0139028 0.00165371 -0.00257192 internal_weight=84473 8632 5644 2988 75841 18924 1969 1396 573 5255 17319 8346 2576 716 418 1605 2334 1470 1019 389 572 833 238 1367 678 1692 828 391 283 5770 internal_count=84473 8632 5644 2988 75841 18924 1969 1396 573 5255 17319 8346 2576 716 418 1605 2334 1470 1019 389 572 833 238 1367 678 1692 828 391 283 5770 is_linear=0 shrinkage=0.04 Tree=41 num_leaves=31 num_cat=0 split_feature=28 28 30 23 33 23 31 0 10 28 28 29 9 0 33 29 27 30 30 30 21 27 0 28 30 21 33 21 13 1 split_gain=717.323 163.728 111.067 59.9131 38.9543 38.6897 28.663 28.483 28.3241 25.069 24.3684 22.0746 21.8585 53.19 21.1994 19.2366 15.6687 15.4169 14.7746 14.5277 12.487 11.9488 10.4106 11.1628 10.2846 10.0129 9.98983 9.77803 8.71704 8.21408 threshold=15604.930297216468 17738.944817974956 359.07464763700705 881.43499999999869 11367.795000000002 171.65499999999977 15241.534739583336 17.500000000000004 -0.70710678118654757 18401.137131747837 13818.015695131196 13085.530507723041 -0.78656609248549303 17.500000000000004 11804.945000000002 12360.79551619027 -425.02000000000038 262.16682509905479 108.85934347466524 193.55783962508335 14925.385000000002 187.18000000000123 12.500000000000002 16964.131793090404 134.74476444686778 18175.910000000003 12152.130000000003 15276.630000000003 0.29342972903661901 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 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 5 10 15 19 25 8 24 28 -1 -6 13 18 29 -5 -8 -17 -12 22 -20 -16 -2 -24 -3 -7 -13 -19 -9 -4 right_child=1 7 14 4 11 6 16 9 -10 -11 12 26 -14 -15 21 17 -18 27 20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-26.644578388421383 0.52128925241873059 9.7475983384420779 10.13845856762229 -12.606951437549993 15.539538880251785 3.487011909283503 4.5108321235494238 1.204284832422313 34.115729286729184 25.406683328625515 0.13587917442560135 2.6715489612382548 -4.9505465724996958 -4.1454754409964556 -6.6010946844036678 -0.9561297627120271 11.679482386416565 3.0912275576534696 5.3618858308767896 -0.085355433238144873 3.2296212877857835 17.911355749811079 1.8920339738393646 3.8442824012590866 3.4129721816694722 9.258665152299228 8.0416956829135238 -0.18708383273734541 11.524639548745764 3.769025817643139 leaf_weight=58274 906 324 113 1648 119 2219 159 202 444 178 403 439 8344 2606 21 1334 290 820 492 1697 513 331 1251 367 51 119 116 401 129 163 leaf_count=58274 906 324 113 1648 119 2219 159 202 444 178 403 439 8344 2606 21 1334 290 820 492 1697 513 331 1251 367 51 119 116 401 129 163 internal_value=-0.00199841 0.00869969 0.00644526 -0.00326843 0.00101948 0.00500114 0.00865877 0.0216626 0.0262808 0.0142318 -0.0035645 0.00994659 -0.00195113 0.000474339 0.0225605 -0.000412088 0.0179154 0.00176125 0.00673864 0.00258612 0.00933333 0.0290682 0.0045103 0.00643263 0.0181867 0.00688109 0.00659459 0.00500901 0.00772205 0.0142609 internal_weight=84473 8964 7636 75509 4877 7008 2787 1328 819 509 70632 674 12358 4014 628 4203 449 2555 1408 4221 1005 352 2524 1618 375 2338 555 1221 331 276 internal_count=84473 8964 7636 75509 4877 7008 2787 1328 819 509 70632 674 12358 4014 628 4203 449 2555 1408 4221 1005 352 2524 1618 375 2338 555 1221 331 276 is_linear=0 shrinkage=0.04 Tree=42 num_leaves=31 num_cat=0 split_feature=28 28 30 28 30 23 31 0 10 28 23 30 0 30 33 21 16 23 28 0 0 28 0 21 35 1 24 28 16 18 split_gain=666.325 149.035 102.831 60.3965 82.9413 39.6733 27.6323 27.4492 30.8415 24.2817 17.7905 39.8071 21.3894 16.3111 16.1585 15.1866 19.3821 16.4602 15.0815 11.1757 14.6907 11.1896 10.2111 9.8179 9.4443 13.8523 9.32895 9.16144 9.10996 9.09872 threshold=15671.735963816345 17738.944817974956 382.08722825520391 13443.122495155187 359.07464763700705 171.65499999999977 15241.534739583336 17.500000000000004 -0.70710678118654757 18401.137131747837 -121.40500000000064 159.63214619215944 17.500000000000004 147.26572295494279 12006.230000000001 14708.040000000003 13904.595000000003 1410.4150000000002 14753.988221402144 17.500000000000004 12.500000000000002 16640.333737301524 14.500000000000002 18175.910000000003 14624.689367559526 1.0000000180025095e-35 1346.7699999999998 18401.137131747837 16782.935000000001 14613.440000000002 decision_type=2 2 2 2 2 2 2 2 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 5 -1 10 19 23 8 27 28 -5 18 22 -8 -4 16 17 -6 -12 20 -2 -22 -13 -7 -17 -26 -25 -3 -9 -20 right_child=1 7 14 4 15 6 13 9 -10 -11 11 12 -14 -15 -16 24 -18 -19 29 -21 21 -23 -24 26 25 -27 -28 -29 -30 -31 leaf_value=-31.292073921666496 0.32826337657672378 6.8328449628650505 9.5998719438742626 -10.386860872508031 10.809322478170316 3.4474710366965406 2.9788580120767403 25.563831383719904 32.751100115260051 24.390415995480435 -5.6045259518979682 1.2189942206717823 -1.8894772770426351 12.16843944183101 18.231031498462052 1.3581848602006106 -24.288562121920528 1.9315972403112878 -1.4169350019896505 -0.004708131172826085 1.833159542605209 3.7837883378830965 4.0106637947035884 11.247909384288359 9.7110566243269307 3.0507951396242126 2.467188059517889 19.548666342644427 2.3080037550809642 1.6527040321190267 leaf_weight=55257 1037 335 272 7398 289 2166 191 26 444 178 6463 995 1068 275 228 788 104 176 1322 1694 842 474 912 68 91 266 57 40 305 712 leaf_count=55257 1037 335 272 7398 289 2166 191 26 444 178 6463 995 1068 275 228 788 104 176 1322 1694 842 474 912 68 91 266 57 40 305 712 internal_value=-0.00203724 0.00849305 0.00625192 -0.00323577 -0.00138632 0.00496531 0.00866594 0.0208193 0.0253529 0.0135246 -0.00215156 -0.00116527 0.00281681 0.0175451 0.02376 0.00703851 0.0123796 0.015871 -0.00255949 0.00244428 0.00422779 0.00703343 0.00535501 0.00685989 0.00438428 0.00978151 0.01776 0.0169067 0.00711782 0.000444443 internal_weight=84473 8632 7304 75841 20584 6804 2757 1328 819 509 18870 11472 2975 466 500 1714 569 465 8497 4047 2353 1316 1907 2291 1145 357 125 375 331 2034 internal_count=84473 8632 7304 75841 20584 6804 2757 1328 819 509 18870 11472 2975 466 500 1714 569 465 8497 4047 2353 1316 1907 2291 1145 357 125 375 331 2034 is_linear=0 shrinkage=0.04 Tree=43 num_leaves=31 num_cat=0 split_feature=28 28 30 30 28 23 0 30 0 28 34 23 9 33 23 30 0 1 28 28 15 10 0 21 19 23 28 0 15 30 split_gain=629.243 148.97 91.1275 51.7774 68.1832 48.8984 32.08 36.1646 31.2596 28.4807 19.8465 19.4188 27.3233 19.0241 18.7921 37.9361 20.6135 18.4082 17.5693 16.3929 23.3205 16.2136 13.8926 13.0165 11.0094 10.702 9.95585 9.085 8.98809 8.73537 threshold=15489.71576968409 17319.251111451242 394.85580750681839 370.2424809345182 13158.752338595634 77.075000000000742 17.500000000000004 176.03244196335677 18.500000000000004 13722.289976457427 18627.895000000004 1347.3300000000011 0.91597561503675362 12006.230000000001 -110.14000000000031 139.33128168858448 17.500000000000004 1.0000000180025095e-35 18134.379145298004 16847.518346585832 17001.540000000005 -0.78656609248549325 14.500000000000002 14968.250000000002 15269.755000000003 671.06500000000062 18134.379145298004 12.500000000000002 17480.600000000002 162.90781929835916 decision_type=2 2 2 2 2 2 2 2 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 8 9 -5 26 7 18 19 -1 28 12 -6 -4 -11 -16 22 -14 -7 27 29 -9 -17 -19 -24 -12 -3 -2 -8 -21 right_child=1 5 13 4 11 6 10 21 -10 14 25 -13 17 -15 15 16 -18 23 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-25.560355309875764 0.82403859999033702 2.3511822688561947 7.3247536131990021 -14.506567910665376 3.3942068700031811 5.5911289071163539 8.4075697635083273 -2.9795801625843219 -0.19277595290763233 -9.3463733307635746 13.780000856657772 1.0434696662217282 14.795203380788246 15.182175547143636 -2.9828527311517194 1.1818977407067823 -1.3320675151137846 6.9801880620364987 18.619057524918098 2.7640042090209564 2.3738906254200107 30.946580252466084 4.6540309520109329 1.1129198978265626 1.9474307170522769 28.293643530981353 9.2001579952654975 2.6156548680901257 1.1747839316977287 9.2276126573233856 leaf_weight=56900 1525 701 270 2106 446 375 30 23 2063 5704 75 845 121 212 5431 952 1073 292 136 148 578 484 512 130 333 130 139 2261 231 247 leaf_count=56900 1525 701 270 2106 446 375 30 23 2063 5704 75 845 121 212 5431 952 1073 292 136 148 578 484 512 130 333 130 139 2261 231 247 internal_value=-0.00206755 0.00755796 0.00475137 -0.00330577 0.00115736 0.0163787 0.0207439 0.024723 0.00356376 -0.00355377 0.0120515 0.00679607 0.0106006 0.0215602 -0.00193788 -0.000723287 0.00299651 0.0166262 0.0172133 0.0053465 0.00997739 0.0322919 0.00561603 0.0126825 0.00934911 0.0213659 0.00866667 0.00415636 0.00473563 0.0174684 internal_weight=84473 9628 7304 74845 3940 2324 1484 1018 6822 70905 466 1834 989 482 14005 8301 2870 543 511 4759 973 507 1797 422 845 205 840 3786 261 395 internal_count=84473 9628 7304 74845 3940 2324 1484 1018 6822 70905 466 1834 989 482 14005 8301 2870 543 511 4759 973 507 1797 422 845 205 840 3786 261 395 is_linear=0 shrinkage=0.04 Tree=44 num_leaves=31 num_cat=0 split_feature=28 28 30 23 28 14 16 0 10 33 19 28 16 19 30 30 1 0 29 30 28 9 0 28 16 0 24 16 28 24 split_gain=593.217 137.91 99.2078 51.2583 36.649 31.4028 29.6134 27.2638 27.723 20.959 20.9575 18.2882 18.0369 15.9808 15.8788 15.1235 15.0921 14.8723 12.912 10.894 10.3882 10.1386 19.3804 12.7877 9.01143 8.92847 8.49535 8.46959 8.36753 8.04573 threshold=15489.71576968409 17738.944817974956 382.08722825520391 881.43499999999869 16847.518346585832 0.76556758748011056 17235.620000000006 17.500000000000004 -0.70710678118654757 11804.945000000002 14132.810000000003 18401.137131747837 15960.270000000002 17480.600000000002 153.37941873166181 341.20358737534588 1.0000000180025095e-35 7.5000000000000009 12336.683856649079 225.1773667492368 18401.137131747837 -0.78656609248549303 17.500000000000004 13722.289976457427 14648.585000000001 6.5000000000000009 3596.3200000000002 16782.935000000001 16011.90123356231 692.37 decision_type=2 2 2 2 2 2 2 2 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 4 10 12 18 13 8 20 24 -1 27 -2 26 -15 21 17 -7 -5 -20 -3 22 23 -12 -4 -17 29 -9 -14 -6 right_child=1 7 9 5 6 16 -8 11 -10 -11 15 -13 28 14 -16 25 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-18.228057663811661 2.3939447890844798 6.1245145134956731 3.2908054024884454 -11.936050523656734 6.3618853450746187 14.191706067479581 1.4479433709118317 23.807253388360376 30.336174072786303 15.604966407439349 -4.2052002849730075 22.283053614421952 -2.1604560925791332 2.9644040370202824 11.131260969134178 6.8627517052338112 2.18075138383987 4.1995781803835968 -1.4988650361802494 1.4750327635355214 18.021957387941949 -5.4506359467286849 -3.7699549932517953 3.3546341921870635 9.3298395830851426 2.4180881720959198 10.31421293690182 1.7521858992434751 1.0338346567869583 3.1333268410699895 leaf_weight=61121 2350 335 158 1505 235 97 1059 26 444 327 361 178 1016 128 239 102 733 161 1024 1239 40 5433 1919 763 86 387 37 305 2165 500 leaf_count=61121 2350 335 158 1505 235 97 1059 26 444 327 361 178 1016 128 239 102 733 161 1024 1239 40 5433 1919 763 86 387 37 305 2165 500 internal_value=-0.00209123 0.00725467 0.00533976 -0.00329347 0.00415112 0.00072368 0.00852047 0.0192229 0.0237411 0.0214291 -0.00356625 0.0119528 0.00241475 0.0129974 0.0198692 -0.00176018 0.00705953 0.0153798 -0.000942676 0.000966857 0.0157333 -0.00215479 -0.000306278 0.00386477 0.0125574 0.00507975 0.00973057 0.00639275 0.000451429 0.00878911 internal_weight=84473 9628 8300 74845 7729 4759 2198 1328 819 571 70086 509 5531 1139 367 8965 991 258 3768 2263 375 8476 3043 1124 244 489 772 331 3181 735 internal_count=84473 9628 8300 74845 7729 4759 2198 1328 819 571 70086 509 5531 1139 367 8965 991 258 3768 2263 375 8476 3043 1124 244 489 772 331 3181 735 is_linear=0 shrinkage=0.04 Tree=45 num_leaves=31 num_cat=0 split_feature=28 28 30 28 30 23 0 30 0 29 34 23 30 28 33 30 1 1 26 29 13 19 0 21 0 21 18 1 28 0 split_gain=549.1 132.054 76.1025 54.3055 71.7598 51.8744 31.6709 42.9389 29.163 24.0311 20.3349 18.4228 44.4452 17.2307 24.6026 17.0563 12.8951 12.3253 11.67 11.2154 11.0961 8.84044 8.14889 9.30294 8.00007 8.35205 8.53175 8.17094 7.91519 7.59525 threshold=15489.71576968409 17206.182551322992 541.90135930492636 13369.395109452502 359.07464763700705 77.075000000000742 17.500000000000004 212.29004569113394 18.500000000000004 17687.535187963771 19057.295000000002 29.490000000000695 188.82986322216615 14058.77422965631 11408.435000000001 272.07890183724959 1.5000000000000002 1.0000000180025095e-35 -1178.6550000000004 15285.056164137332 0.46800856592688472 15269.755000000003 12.500000000000002 18175.910000000003 17.500000000000004 14792.735000000002 11590.095000000001 1.5000000000000002 14390.714276099028 16.500000000000004 decision_type=2 2 2 2 2 2 2 2 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 8 -1 11 -3 7 9 15 -7 17 -5 28 14 -6 22 19 -8 -14 -17 -19 -16 -2 -24 25 26 -20 -28 -13 -18 right_child=1 5 -4 4 13 6 10 -9 -10 -11 -12 12 18 -15 21 16 29 20 24 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-30.566931208185487 0.83752508515057833 2.7377598203320437 13.632675140545304 -7.4579920833846858 3.0647019128814894 5.7253723571986743 9.8252286189145028 28.083916211057783 -0.29608938306800853 19.359193938318761 26.977785266935534 -5.3907969068462922 5.298129806029344 2.1639746103103095 12.139447165073243 3.1246179509966625 5.0433903650572356 -1.5010025230498971 1.2833240434251254 8.2631269324860028 8.6481437471864417 2.5124958273725309 2.3143393644525827 7.4568654363231097 -0.60602335482357861 1.1281333381146024 6.5221258290910953 2.6802545135461635 -0.47308519329663484 1.3111149202479309 leaf_weight=53929 1651 995 209 10435 470 530 131 465 2010 154 89 4396 203 1012 188 106 268 208 343 201 84 38 2239 52 525 522 145 205 2434 236 leaf_count=53929 1651 995 209 10435 470 530 131 465 2010 154 89 4396 203 1012 188 106 268 208 343 201 84 38 2239 52 525 522 145 205 2434 236 internal_value=-0.00210259 0.00688907 0.0039977 -0.00325927 -0.00152917 0.0144789 0.0188055 0.0224926 0.00326305 0.016117 0.0105312 -0.00222782 -0.000876782 0.00632787 0.0111724 0.00497118 0.010254 0.0068747 0.00446114 0.0167166 0.00230137 0.0220177 0.00388432 0.0054282 0.0034023 0.00518518 0.00806349 0.0124571 -0.00239532 0.00631746 internal_weight=84473 9628 6972 74845 20916 2656 1661 1149 6763 684 512 19208 8773 1708 696 4753 811 423 1943 307 292 226 3942 2291 1740 1215 693 350 6830 504 internal_count=84473 9628 6972 74845 20916 2656 1661 1149 6763 684 512 19208 8773 1708 696 4753 811 423 1943 307 292 226 3942 2291 1740 1215 693 350 6830 504 is_linear=0 shrinkage=0.04 Tree=46 num_leaves=31 num_cat=0 split_feature=28 28 30 19 21 30 0 30 28 28 23 24 19 0 10 34 1 0 10 21 13 28 23 30 0 0 21 21 3 33 split_gain=513.448 120.241 69.9872 58.2655 54.2785 42.5927 38.282 50.4042 25.0237 23.11 21.2341 25.2611 30.0011 21.1427 16.9008 13.8991 12.4045 10.5672 10.5099 10.4244 10.0384 9.55216 14.2034 15.279 11.2876 20.259 10.7911 8.7723 8.72059 8.00936 threshold=15489.71576968409 16964.131793090404 541.90135930492636 18462.790000000005 13674.690000000002 309.78863492326406 17.500000000000004 244.60056876429789 18134.379145298004 13095.60283512959 98.749999999999105 1731.7150000000004 15207.930000000002 18.500000000000004 -0.78656609248549325 19194.770000000004 1.5000000000000002 12.500000000000002 -0.60355339059327384 16327.990000000002 0.51297097409535064 13722.289976457427 -197.85999999999964 98.837166733249902 17.500000000000004 14.500000000000002 14883.500000000002 15454.855000000001 347.50000000000006 11491.055000000002 decision_type=2 2 2 2 2 2 2 2 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 13 6 -1 21 7 8 17 -7 -11 12 16 18 -9 20 27 -3 -2 -20 -8 -6 -23 -24 25 -25 -27 -12 -21 -16 right_child=1 3 -4 -5 5 9 15 14 -10 10 11 -13 -14 -15 29 -17 -18 -19 19 28 -22 22 23 24 -26 26 -28 -29 -30 -31 leaf_value=-18.914817177586464 1.1601682366899007 2.5406801650993169 12.063044530811469 28.548423430430809 -11.588247566693095 -8.7037228840238754 0.479153260550435 -5.8577861120840389 14.632116800180833 -22.86902036123379 11.563765552762696 1.1062922835767077 2.278797434852835 -0.43958691185222337 8.5084852611224306 15.674972921115987 4.0498914858719601 4.6998327783813236 2.1132101176350564 4.6716274651720244 7.4728188596155949 -9.3667774949623759 -2.5404584648866666 -0.020273127330837051 -1.2532939839739907 3.8999446248803662 2.3619388625547475 3.4097015011634908 0.83045783833050546 20.182002714423586 leaf_weight=58400 2623 718 202 299 4616 709 742 26 206 371 245 1089 374 1861 89 136 252 643 796 680 182 2805 2794 1052 1294 375 414 55 146 279 leaf_count=58400 2623 718 202 299 4616 709 742 26 206 371 245 1089 374 1861 89 136 252 643 796 680 182 2805 2794 1052 1294 375 414 55 146 279 internal_value=-0.00212153 0.00657333 0.00333037 0.0127349 -0.00324003 -0.0012101 0.0110679 0.0143784 0.0111627 0.00301777 0.00490193 0.00652109 0.011378 0.00256403 0.0271675 0.0049434 0.0173043 0.00919618 0.0041225 0.00665351 0.00318615 -0.00219026 -0.00141241 -0.000302919 0.00161403 0.00362629 0.00847148 0.0228 0.00980145 0.0293696 internal_weight=84473 9628 6308 3320 74845 16445 3021 1961 1567 3095 2386 2015 926 6106 394 1060 552 1361 4245 1622 924 13350 8734 5929 3135 1841 789 300 826 368 internal_count=84473 9628 6308 3320 74845 16445 3021 1961 1567 3095 2386 2015 926 6106 394 1060 552 1361 4245 1622 924 13350 8734 5929 3135 1841 789 300 826 368 is_linear=0 shrinkage=0.04 Tree=47 num_leaves=31 num_cat=0 split_feature=28 28 28 30 30 23 30 28 0 0 23 28 33 3 31 27 23 30 0 1 0 18 19 14 1 16 21 30 18 3 split_gain=475.488 88.1239 85.684 73.8474 65.0197 26.6448 41.602 27.6791 27.4496 21.0105 20.5919 18.1618 16.2756 15.9921 15.8852 14.8641 13.336 13.2541 12.9676 12.6411 21.434 11.5176 10.8655 10.615 10.1705 9.24825 8.91679 8.59446 10.2467 8.35782 threshold=16011.90123356231 17935.769581447534 13463.05556122165 341.20358737534588 370.2424809345182 -208.41499999999903 159.63214619215944 14670.097157906441 17.500000000000004 17.500000000000004 245.02499999999966 18401.137131747837 11871.690000000001 22.500000000000004 15241.534739583336 -305.69999999999794 936.68999999999971 187.25811561355169 14.500000000000002 1.0000000180025095e-35 7.5000000000000009 14613.440000000002 15269.755000000003 0.063390085881955341 1.5000000000000002 14011.855000000001 14968.250000000002 214.04384736464456 17001.540000000005 24.500000000000004 decision_type=2 2 2 2 2 2 2 2 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 10 5 -4 7 -7 18 11 27 17 24 25 -12 -16 -11 -3 29 20 -15 -9 23 -20 -5 -6 -25 28 -2 -8 right_child=1 9 4 12 13 6 8 21 -10 16 14 -13 -14 19 15 -17 -18 -19 22 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-26.066552444768586 0.98963053910180521 7.3404173615554189 -8.1761255799906927 8.5765774145519451 8.1710066049507954 -4.6420845491229548 4.524721352173076 -0.5679826953745245 -1.4491039179316381 7.8907163215811424 3.0379966262623674 40.257510735775512 15.045243465687282 12.70786304096479 3.3152384410189439 8.7092644542848205 23.678179618878598 21.236002880588931 3.3194730139906783 1.3627940547498312 3.2175684914836746 1.6193147132604679 2.627011410992083 7.4314082504642691 3.8133976153512648 -1.2735660254423724 5.1674742217138565 -0.01521068596295474 2.4895735963963546 0.91908816224653944 leaf_weight=55589 1438 317 6691 91 220 6832 131 1874 1292 286 1585 154 292 67 197 234 114 125 257 1097 297 1324 459 162 157 40 179 1110 872 990 leaf_count=55589 1438 317 6691 91 220 6832 131 1874 1292 286 1585 154 292 67 197 234 114 125 257 1097 297 1324 459 162 157 40 179 1110 872 990 internal_value=-0.00212958 0.00787607 -0.00302969 0.00604016 -0.000911282 -0.00154742 -0.000524445 -0.00183051 0.00325072 0.0188916 0.0046387 0.023651 0.0201481 0.006552 0.00784524 0.0146543 0.0118 0.0195294 0.00599082 0.00492539 0.0113846 0.00124077 0.00916935 0.0127224 0.0126129 0.0156923 0.017349 0.00274854 0.00413853 0.00299375 internal_weight=84473 6972 77501 5976 21912 20191 13500 10030 3470 996 5436 596 540 1721 2016 431 400 442 2178 1461 364 3198 1057 598 248 260 341 3420 2310 1121 internal_count=84473 6972 77501 5976 21912 20191 13500 10030 3470 996 5436 596 540 1721 2016 431 400 442 2178 1461 364 3198 1057 598 248 260 341 3420 2310 1121 is_linear=0 shrinkage=0.04 Tree=48 num_leaves=31 num_cat=0 split_feature=28 28 30 28 30 19 23 0 30 28 33 0 23 30 29 13 30 1 15 0 21 27 18 28 1 9 34 0 16 33 split_gain=442.475 99.9825 65.6075 58.4895 74.6582 51.7594 28.6029 26.4645 29.8018 22.2576 26.6424 21.5869 17.2387 45.9807 12.9967 12.6812 12.3056 10.0159 10.0901 9.94991 12.0945 8.91167 8.64235 8.37809 8.06751 13.8001 7.71429 7.15838 6.95416 6.88995 threshold=15489.71576968409 17206.182551322992 541.90135930492636 13301.460822273968 359.07464763700705 18462.790000000005 77.075000000000742 17.500000000000004 223.385399761537 13722.289976457427 11357.735000000002 18.500000000000004 33.255000000000116 188.82986322216615 17687.535187963771 0.10837544681456425 272.07890183724959 1.5000000000000002 15448.320000000002 17.500000000000004 14792.735000000002 -8.6600000000007622 11525.045000000002 14390.714276099028 1.0000000180025095e-35 0.91597561503675362 19194.770000000004 12.500000000000002 16782.935000000001 12139.295 decision_type=2 2 2 2 2 2 2 2 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 11 -1 12 6 -3 8 14 10 -6 16 -5 23 -8 -9 27 18 -18 20 22 -7 -15 -14 25 -11 28 -2 -17 -4 right_child=1 5 29 4 9 21 7 15 -10 24 -12 -13 13 19 -16 26 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-29.562740846615416 0.64627617156922756 2.1439632097126817 7.3838191449945327 -6.7558547895587244 4.1629496032890989 11.132318976953705 4.5640821181298206 -0.40985909227197875 17.890513155321312 3.0888674042304274 12.047658753194549 -0.31581312934767242 -4.9162041838991799 1.5784522862252126 11.95490226107839 11.690439687128755 2.1791731890129875 3.2315892470276926 7.2105041289703591 -0.067960383209226927 1.3956578430679494 27.765876219540289 4.937517158815445 -0.3131179458350819 1.0075288467028047 10.996008547895279 27.668114039182065 2.1204387898423036 3.4032300738605494 14.376094388551756 leaf_weight=52601 1651 981 99 11218 288 51 515 222 314 260 149 2010 4819 409 117 62 90 504 217 569 567 240 459 2417 1029 60 27 2291 127 110 leaf_count=52601 1651 981 99 11218 288 51 515 222 314 260 149 2010 4819 409 117 62 90 504 217 569 567 240 459 2417 1029 60 27 2291 127 110 internal_value=-0.00215468 0.00591691 0.00340103 -0.003193 -0.00147348 0.0125211 0.0105624 0.0142659 0.0180296 0.00636954 0.0142151 0.00271891 -0.00215818 -0.000878789 0.0130253 0.00613699 0.00418851 0.00867571 0.0143713 0.00448303 0.00625784 0.0284399 0.00922581 -0.00236374 0.00382802 0.009375 0.013037 0.00326535 0.0101799 0.0254737 internal_weight=84473 9628 6972 74845 22244 2656 2365 1384 946 1786 437 6763 20458 9240 632 438 4753 811 307 2004 1435 291 868 7236 1349 320 216 3942 189 209 internal_count=84473 9628 6972 74845 22244 2656 2365 1384 946 1786 437 6763 20458 9240 632 438 4753 811 307 2004 1435 291 868 7236 1349 320 216 3942 189 209 is_linear=0 shrinkage=0.04 Tree=49 num_leaves=31 num_cat=0 split_feature=28 28 30 28 30 28 28 33 28 30 0 10 0 23 30 30 23 0 24 26 27 34 23 1 9 29 34 30 21 30 split_gain=412.189 93.4406 78.3754 58.305 78.3857 31.6445 24.0328 26.6586 21.8669 23.6638 21.3599 26.6854 16.4188 15.9455 42.2849 13.8987 12.9984 11.1243 9.2872 9.2106 9.08817 8.69823 8.3234 8.13531 12.949 7.92909 7.65141 7.52364 7.75692 7.45693 threshold=15489.71576968409 18134.379145298004 370.2424809345182 13253.544028686467 359.07464763700705 16964.131793090404 13722.289976457427 11040.820000000002 16847.518346585832 578.0696341699296 17.500000000000004 -0.70710678118654757 17.500000000000004 48.725000000000371 188.82986322216615 177.63214459620525 -446.95499999999987 15.500000000000002 747.34499999999855 -1038.9649999999999 -267.41499999999991 18115.810000000001 671.06500000000062 1.0000000180025095e-35 0.91597561503675362 13880.88060381431 19194.770000000004 246.93425334868343 14792.735000000002 86.696350748341132 decision_type=2 2 2 2 2 2 2 2 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 5 -1 13 16 7 -6 9 -4 11 -7 17 -5 25 18 -2 -3 -13 -16 -18 -17 -14 24 -8 -15 -24 -21 -29 -27 right_child=1 12 8 4 6 10 23 -9 -10 -11 -12 15 22 14 19 21 20 -19 -20 27 -22 -23 26 -25 -26 29 -28 28 -30 -31 leaf_value=-30.036515253132055 -0.62189524527933193 9.4911039355442064 3.5330747443503903 -6.5793028483246205 2.6251412521044148 2.373996897230592 2.9653127080612043 10.81921473547718 17.362889643884412 10.300733084529808 0.72196170878050792 5.3477704645318145 5.6824670526272225 -5.1124477283043905 3.6969212316650841 5.4803687256126192 0.32297819582280057 35.357117706293693 1.6394075320079782 0.60505408011535633 2.0272394427346403 9.3204561855427475 10.822044510481328 0.96722769283467358 10.556168205979436 -2.4920512267868271 30.859549562106277 3.1573387870525988 0.8039902129808002 0.74624306515439576 leaf_weight=51605 1494 176 331 12150 267 984 260 218 176 156 824 140 147 4340 254 132 1509 191 160 891 2794 264 111 1029 60 1418 39 509 383 1461 leaf_count=51605 1494 176 331 12150 267 984 260 218 176 156 824 140 147 4340 254 132 1509 191 160 891 2794 264 111 1029 60 1418 39 509 383 1461 internal_value=-0.00217267 0.00561778 0.00454529 -0.00317483 -0.00151119 0.00348825 0.0064253 0.0140619 0.0177798 0.0134127 0.00724601 0.00983333 0.0200964 -0.00219116 -0.000940364 0.0158276 0.0018651 0.0257548 0.00933333 0.00414924 0.00298117 0.0207475 0.0131044 0.00367976 0.00925 -0.00237651 0.0197333 0.00313404 0.00573094 -0.000748872 internal_weight=84473 9628 8964 74845 23240 8301 1834 485 663 487 2504 1680 664 21406 9256 696 5797 367 300 2037 4303 396 297 1349 320 7219 150 1783 892 2879 internal_count=84473 9628 8964 74845 23240 8301 1834 485 663 487 2504 1680 664 21406 9256 696 5797 367 300 2037 4303 396 297 1349 320 7219 150 1783 892 2879 is_linear=0 shrinkage=0.04 Tree=50 num_leaves=31 num_cat=0 split_feature=28 28 28 30 30 10 30 28 23 33 31 0 0 0 27 30 28 35 28 33 28 0 2 21 34 16 0 23 30 18 split_gain=387.729 76.4003 74.7734 72.0132 49.542 24.0115 27.7526 29.9824 20.4822 19.148 18.2974 16.1872 15.4883 14.6771 13.8754 13.7201 44.0529 23.9086 10.2575 16.3756 10.2195 10.1986 9.62411 9.42785 8.7848 8.32762 7.93895 7.76534 7.32522 7.20937 threshold=15868.868719930977 18134.379145298004 13443.122495155187 349.43968744896807 359.07464763700705 0.37940952255126048 236.63702565530431 14465.622387771522 177.50500000000014 12139.295 15241.534739583336 17.500000000000004 12.500000000000002 17.500000000000004 -305.69999999999794 409.08095719397335 13081.898721095 13252.576175595239 13722.289976457427 10996.960000000001 16640.333737301524 15.500000000000002 4.5000000000000009 14466.340000000002 19210.725000000002 13954.415000000003 14.500000000000002 522.4300000000004 219.61550725893045 17001.540000000005 decision_type=2 2 2 2 2 2 2 2 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 15 8 5 6 7 -4 28 20 -10 21 -9 22 -12 -1 -17 -18 19 -6 -5 -3 26 25 -13 -8 -14 -11 29 -2 right_child=1 11 4 9 18 -7 23 12 10 27 14 24 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-24.935059845406286 0.7599697603537594 9.1114597781224891 -4.0251231519763415 3.1467578721513481 0.80569333546975463 -10.955049500140952 4.2042239587635972 -1.1761814819660013 2.8011709891059327 8.5941293820580977 3.0501230411727205 8.9408564194362228 1.5997030700201547 -0.44416623958956103 7.33807059854374 -9.6581524338728411 1.52465738309284 10.854579798704387 2.5932254201550711 9.9616958927344612 8.8055681433612243 33.942832998041894 -0.26922588407924275 1.4161234297388614 22.745275840313038 -0.71438525582054813 3.6454183150883761 16.156989923619154 -0.29622264156473282 2.1122456214964331 leaf_weight=53404 1648 176 7484 215 147 5918 354 2114 1997 20 271 222 779 1148 361 1517 177 159 1519 135 147 191 369 825 75 89 699 204 1162 947 leaf_count=53404 1648 176 7484 215 147 5918 354 2114 1997 20 271 222 779 1148 361 1517 177 159 1519 135 147 191 369 825 75 89 699 204 1162 947 internal_value=-0.00218782 0.00640859 -0.00304213 0.00517384 -0.00104541 -0.00162374 -0.000713081 -0.00128103 0.00394237 0.0185939 0.00665044 0.0193735 0.00108123 0.00293155 0.0125823 -0.00382192 -0.000438209 0.0126667 0.00530594 0.0123121 0.0129061 0.0249918 0.00513914 0.00492744 0.012431 0.00963431 0.00658187 0.0277857 0.00204738 0.00322929 internal_weight=84473 7636 76837 6972 21580 19779 13861 12593 6386 586 2629 664 5109 2995 632 55257 1853 336 1801 282 362 367 1847 1268 297 443 1478 224 3757 2595 internal_count=84473 7636 76837 6972 21580 19779 13861 12593 6386 586 2629 664 5109 2995 632 55257 1853 336 1801 282 362 367 1847 1268 297 443 1478 224 3757 2595 is_linear=0 shrinkage=0.04 Tree=51 num_leaves=31 num_cat=0 split_feature=28 28 30 28 9 19 24 0 30 23 30 28 0 10 28 27 21 30 21 33 30 9 13 28 30 0 27 9 1 28 split_gain=363.919 84.7422 56.0675 51.1128 64.4007 43.0809 39.5216 24.9059 23.9603 21.5954 39.8561 17.4486 17.1567 22.2539 11.302 11.2249 12.3241 10.8764 10.47 9.52066 8.57763 8.46719 10.385 8.04089 9.87154 7.90414 7.9033 7.14796 6.65235 6.51853 threshold=15301.488759226859 17319.251111451242 541.90135930492636 13253.544028686467 0.91597561503675362 18462.790000000005 1549.3399999999995 18.500000000000004 370.2424809345182 171.65499999999977 190.40159186101971 18401.137131747837 17.500000000000004 -0.78656609248549325 13818.015695131196 -411.50999999999834 18462.790000000005 127.33060915906843 15215.750000000002 12139.295 267.086923044103 -0.78656609248549303 -0.8781231054254196 16640.333737301524 382.08722825520391 17.500000000000004 -8.6600000000007622 -0.91597561503675329 1.0000000180025095e-35 15943.799454286047 decision_type=2 2 2 2 2 2 2 2 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 7 -1 9 8 14 15 11 21 -11 12 13 -3 -6 -2 23 -15 20 -4 -12 22 27 -17 -25 -13 -7 -5 -16 -9 right_child=1 5 19 4 6 26 -8 29 -10 10 18 25 -14 17 28 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-27.870435641816766 0.27711849525744414 2.4722714024636683 5.9950598401394561 3.7106492448300168 10.892023712371742 9.9429236693289038 1.3312016018331287 -4.6061344188452287 24.262917509671535 -2.4553995451293398 1.4124277377140038 28.197954686410959 1.0801042166729269 3.0658417603470172 9.7388432938663492 1.6909563192558821 8.3133165716710025 8.7930436610170801 0.046740588930947478 12.451892539652029 3.378188820540402 -7.3047904020280452 -3.3367783146690706 2.75388737965514 7.0857523248319136 14.686862762031851 23.923335095780185 -0.15837956700564043 0.43307443686105784 0.29391072874360524 leaf_weight=51605 1250 613 121 277 221 51 541 1090 89 4767 768 72 603 213 44 3261 67 329 755 121 888 10826 2653 986 85 118 236 424 80 1319 leaf_count=51605 1250 613 121 277 221 51 541 1090 89 4767 768 72 603 213 44 3261 67 329 755 121 888 10826 2653 986 85 118 236 424 80 1319 internal_value=-0.00221718 0.00470482 0.00281446 -0.00321299 -0.00161014 0.0114561 0.00895711 0.00224472 0.00941188 -0.00204851 -0.000260798 0.0084846 0.00724004 0.0100952 0.0195362 0.00369694 0.00464742 0.016 0.00393032 0.0217851 0.00571014 -0.00295346 -0.00119738 0.00438412 0.00739122 0.02 0.0259652 0.00313267 0.00987097 -0.00116065 internal_weight=84473 10624 8300 73849 22244 2324 886 8058 2037 21358 7178 1948 1758 1155 345 5649 4399 542 2411 242 1656 14180 3354 4332 1071 190 287 701 124 2409 internal_count=84473 10624 8300 73849 22244 2324 886 8058 2037 21358 7178 1948 1758 1155 345 5649 4399 542 2411 242 1656 14180 3354 4332 1071 190 287 701 124 2409 is_linear=0 shrinkage=0.04 Tree=52 num_leaves=31 num_cat=0 split_feature=28 28 30 30 28 28 23 9 0 0 28 30 0 30 1 23 30 0 0 19 21 24 1 23 15 23 13 0 28 34 split_gain=339.131 79.4054 59.5362 51.6232 54.6502 36.4745 26.2939 26.948 24.5343 25.9243 23.729 20.8494 19.8722 21.5836 19.8131 18.6045 26.234 13.8873 19.2669 13.27 11.8001 10.7833 10.6012 10.592 10.4488 10.4394 11.718 9.72009 8.83136 8.34212 threshold=15301.488759226859 17935.769581447534 370.2424809345182 370.2424809345182 12937.065494019858 13695.333582889838 1244.8450000000005 0.91597561503675362 17.500000000000004 15.500000000000002 16640.333737301524 578.0696341699296 17.500000000000004 176.03244196335677 1.0000000180025095e-35 -173.05999999999946 99.95327937655928 17.500000000000004 14.500000000000002 15269.755000000003 14666.270000000002 3596.3200000000002 1.5000000000000002 1152.0850000000003 16583.985000000004 1036.03 0.83849049182116964 16.500000000000004 13065.117486749443 19210.725000000002 decision_type=2 2 2 2 2 2 2 2 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 8 5 -5 -1 7 -6 9 21 11 -4 13 -3 -9 -7 -17 18 -18 22 28 -2 -20 29 -11 -10 -27 -24 -16 -14 right_child=1 12 10 4 6 15 -8 14 25 24 -12 -13 23 -15 20 16 17 -19 19 -21 -22 -23 27 -25 -26 26 -28 -29 -30 -31 leaf_value=-19.030278605883613 1.1154850746355496 7.1549419249488633 2.0649022526387348 -12.408641056694815 2.4520112137560082 -8.5097916026626201 0.68778904969692567 12.493552298935475 -0.36864851596633297 3.1377245795529034 12.69462061419182 8.3716915029538992 2.7981321728541531 27.217329509600731 0.80570863161886486 -2.4402223467643287 0.36705223369036233 -1.0391639037950626 5.2710978737091629 0.99148969892059058 0.72745547188197923 6.6192096844336605 5.1176007096181575 19.656130432416798 6.2628981027115547 1.6376623625389821 6.4270168309517919 0.27640405322369893 6.8597321436434253 15.813646345350671 leaf_weight=56587 4093 371 339 1859 430 4817 1022 140 3196 766 214 173 265 225 57 4620 1410 1569 289 333 122 155 163 65 393 222 77 200 231 70 leaf_count=56587 4093 371 339 1859 430 4817 1022 140 3196 766 214 173 265 225 57 4620 1410 1569 289 333 122 155 163 65 393 222 77 200 231 70 internal_value=-0.00223707 0.00444503 0.00333278 -0.00319837 0.00130432 -0.00344676 0.00589011 0.0105714 0.00243451 0.0041228 0.0143471 0.00967187 0.0151968 0.0198255 0.0164364 -0.00157033 -0.000453869 0.0019334 0.00384969 0.00814213 0.012 0.00267608 0.0114601 0.0083 0.00942537 -0.000177397 0.0069699 0.00690909 0.0164167 0.00543283 internal_weight=84473 10624 9628 73849 3861 69988 2002 980 8902 5407 726 512 996 596 550 13401 8584 3964 2395 985 410 4248 652 400 1159 3495 299 363 288 335 internal_count=84473 10624 9628 73849 3861 69988 2002 980 8902 5407 726 512 996 596 550 13401 8584 3964 2395 985 410 4248 652 400 1159 3495 299 363 288 335 is_linear=0 shrinkage=0.04 Tree=53 num_leaves=31 num_cat=0 split_feature=28 28 28 30 9 1 10 30 28 27 0 23 33 21 0 1 24 28 30 14 19 30 28 33 23 23 29 31 1 34 split_gain=316.633 71.9835 66.6396 59.3315 48.6829 29.0253 27.5156 41.3359 30.2607 22.8432 18.1452 16.6483 15.9244 15.724 13.877 12.7754 12.004 12.7152 10.7554 10.0041 9.50851 8.93273 28.3171 14.0168 8.89879 8.89491 8.44725 8.36193 8.15936 7.79916 threshold=15868.868719930977 13318.4643460387 18134.379145298004 349.43968744896807 0.91597561503675362 1.0000000180025095e-35 0.37940952255126048 142.48931627457299 14670.097157906441 -438.61999999999892 17.500000000000004 245.02499999999966 12139.295 14424.705000000002 12.500000000000002 1.5000000000000002 830.8050000000004 17081.032302597447 169.48833316100078 0.44312301391210612 15269.755000000003 394.85580750681839 13050.09531533601 10737.395000000002 652.44999999999993 52.585000000000043 14122.459766403292 13204.077343750001 1.5000000000000002 19057.295000000002 decision_type=2 2 2 2 2 2 2 2 2 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 11 6 -6 7 8 -3 -9 18 -2 15 19 -10 -5 17 -13 -4 -7 27 -1 -23 -24 -12 -16 -15 -11 -25 -26 right_child=2 4 10 12 5 13 -8 9 14 20 24 16 -14 26 25 -17 -18 -19 -20 -21 -22 22 23 28 29 -27 -28 -29 -30 -31 leaf_value=-25.494331132383483 0.76980533641032667 -4.6243633176931453 8.0383822819902804 7.63567269563588 12.257929262981342 1.3920347788517342 -10.416106762509823 -6.4364712060158835 -1.0232839039537769 1.7140463590853796 3.712654316287638 3.1188725041390568 13.621893204435887 0.013526469024227312 2.1861488994104974 3.1842248887570492 2.5949040066929969 6.1929753848493752 32.486509840293294 7.1202725425975721 0.59661266932010859 -8.8980608775527745 0.20912629571143349 11.748729126163765 6.8249342710944347 0.59694022639729927 5.8639055310495136 3.8501267842019025 4.9111411657936559 25.049457976249638 leaf_weight=51013 3995 8191 202 145 112 77 6669 1014 1338 1744 142 362 224 498 854 217 1835 194 165 141 1561 1661 119 66 92 881 48 776 74 63 leaf_count=51013 3995 8191 202 145 112 77 6669 1014 1338 1744 142 362 224 498 854 217 1835 194 165 141 1561 1661 119 66 92 881 48 776 74 63 internal_value=-0.00225033 -0.00302235 0.00551807 0.00436489 -0.00120047 0.00805479 -0.00155255 -0.000669724 -0.00202202 0.00231992 0.0176265 0.0032471 0.0165461 0.00526701 0.00136284 0.0113591 0.00588708 0.011036 0.0235749 0.0143486 0.00365499 -0.00384509 -0.00116667 0.0111351 0.0102761 0.00372334 0.00164102 0.0051746 0.0197143 0.0169032 internal_weight=84473 76837 7636 6972 23904 876 23028 16359 11264 5095 664 6386 586 764 3073 362 2391 556 367 218 4081 52933 1920 259 297 1735 546 2520 140 155 internal_count=84473 76837 7636 6972 23904 876 23028 16359 11264 5095 664 6386 586 764 3073 362 2391 556 367 218 4081 52933 1920 259 297 1735 546 2520 140 155 is_linear=0 shrinkage=0.04 Tree=54 num_leaves=31 num_cat=0 split_feature=28 28 0 30 28 10 33 23 24 21 1 28 28 0 9 0 30 28 24 0 0 23 14 19 30 28 23 30 28 21 split_gain=299.355 79.9064 49.23 48.3894 54.376 48.2284 36.2274 35.6451 31.4475 22.6062 23.6752 20.8303 17.073 16.3218 16.1789 21.928 12.6021 12.2083 11.4576 11.2333 11.1657 10.8774 11.7987 9.95017 8.85116 8.42098 7.99268 7.70072 8.00695 7.6195 threshold=14936.017293249855 18134.379145298004 17.500000000000004 309.78863492326406 12903.021554515448 -0.60355339059327384 12152.130000000003 -38.364999999999775 1549.3399999999995 15396.495000000001 1.5000000000000002 13647.905656655397 16743.512839067673 17.500000000000004 -0.78656609248549303 17.500000000000004 89.807547722968181 18401.137131747837 3596.3200000000002 7.5000000000000009 12.500000000000002 1001.3350000000002 0.36447543099728863 15103.735000000002 40.592146097006172 15943.799454286047 1152.0850000000003 293.56357105367255 17206.182551322992 14708.040000000003 decision_type=2 2 2 2 2 2 2 2 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 5 11 -5 18 12 -6 9 10 19 -1 23 17 15 16 -13 -3 20 -9 -2 25 -23 -7 -22 -4 -15 -8 -29 -18 right_child=1 13 21 4 7 6 27 8 -10 -11 -12 14 -14 26 -16 -17 29 -19 -20 -21 24 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-18.363267392962893 0.36006074713524955 8.8507980553900492 -4.629270496073568 -14.813369759962843 -22.992084522471551 4.4424039828537092 3.8066777523029742 11.000002142512505 1.4313420552389631 -0.13455114808151553 3.5207615768900844 -0.46575603511992447 6.2776972011316889 8.9675157090592545 -3.9162248691609931 -1.7678514498667426 3.62817029376468 31.576310251606426 6.771027352851096 5.9834722764724102 0.16470192115860563 6.1381416478236188 1.7872589515409509 1.6659077597867318 2.2277546919986309 0.21193583991552239 17.57286623742203 8.9969429597495907 14.074953125158359 1.1996349395063501 leaf_weight=54702 2990 213 2114 2739 660 350 120 243 1253 190 376 365 513 242 7896 2275 478 154 105 134 610 74 395 1226 1428 2062 55 220 77 214 leaf_count=54702 2990 213 2114 2739 660 350 120 243 1253 190 376 365 513 242 7896 2275 478 154 105 134 610 74 395 1226 1428 2062 55 220 77 214 internal_value=-0.0022688 0.00332777 0.0025972 -0.00328193 0.000289543 0.0045718 0.00912051 0.00415126 0.00660109 0.0121188 0.0152297 -0.00358502 0.00697176 0.0168434 -0.00201568 0.000321728 0.00508231 0.022485 0.00235106 0.022313 0.00207796 -0.000650162 0.0051258 0.00490863 0.00436114 -0.00129885 0.00987205 0.0198849 0.0233401 0.00825433 internal_weight=84473 12948 12284 71525 5595 7639 2506 2856 2196 943 753 65930 2089 664 11228 3332 1057 367 5133 377 5028 4645 469 1576 2038 4176 297 417 297 692 internal_count=84473 12948 12284 71525 5595 7639 2506 2856 2196 943 753 65930 2089 664 11228 3332 1057 367 5133 377 5028 4645 469 1576 2038 4176 297 417 297 692 is_linear=0 shrinkage=0.04 Tree=55 num_leaves=31 num_cat=0 split_feature=28 28 28 15 30 23 30 33 28 28 0 30 30 21 33 28 23 0 0 0 28 0 19 10 0 13 0 0 2 3 split_gain=284.319 63.8239 58.795 63.7932 54.8252 27.9849 39.3512 25.0607 22.9465 21.4069 16.6116 21.4659 14.7238 13.6857 14.756 13.0148 18.6766 11.4884 10.9925 9.45459 8.99822 8.33167 10.8922 8.27125 7.79077 7.44382 7.38439 11.6443 7.11211 6.88336 threshold=15489.71576968409 18401.137131747837 13173.780504775603 13019.520000000002 370.2424809345182 208.41499999999999 157.93882664325966 11086.530000000001 16964.131793090404 17206.182551322992 17.500000000000004 251.42412491755184 541.90135930492636 14466.340000000002 11471.505000000003 14465.622387771522 -311.57499999999976 12.500000000000002 17.500000000000004 19.500000000000004 16220.316265950996 19.500000000000004 15005.645000000002 -0.78656609248549325 12.500000000000002 0.73283908552571664 17.500000000000004 14.500000000000002 1.0000000180025095e-35 46.500000000000007 decision_type=2 2 2 2 2 2 2 2 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 7 8 15 -7 -4 19 12 11 24 -6 14 26 -5 -17 -18 -3 -2 -14 22 -19 -13 -10 -12 27 -8 -15 -25 right_child=1 18 3 5 9 6 13 -9 10 -11 25 23 20 28 -16 16 17 21 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-27.045294832083165 1.1214662519236513 30.313257841542161 2.4639707535583963 -6.5650665789676008 3.0450590275738576 -2.6981088116163465 1.3766462254265426 9.1589252901628591 1.9511875522329047 16.720606907044417 0.10648557444003735 -5.9037582079650202 6.2965979973971216 3.423038102325636 8.196128920556351 -10.17138279925992 -2.2450625880330977 3.2188131241096798 13.606135582259395 -1.0356542823674426 13.056863607809765 -4.8093447426837308 0.57406704734472835 9.1953009024866006 3.7370815742528349 6.2194009065048919 0.13099197754314448 5.5154627413677808 0.14678057532858854 6.8310380452810016 leaf_weight=49945 4649 154 448 12450 345 4105 581 249 820 124 870 25 143 352 189 1945 656 678 178 1148 66 290 550 136 778 69 385 211 1811 123 leaf_count=49945 4649 154 448 12450 345 4105 581 249 820 124 870 25 143 352 189 1945 656 678 178 1148 66 290 550 136 778 69 385 211 1811 123 internal_value=-0.00228158 0.00418862 -0.0031139 -0.00152611 0.00357315 -0.00186969 0.000134136 0.0104046 0.00271153 0.0145251 0.00567033 0.00783847 0.0111625 0.00323151 0.00636603 -0.00279293 -0.000843895 0.00170377 0.0214217 0.00127169 0.0195407 0.00361528 0.00505537 0.0179718 0.00603755 0.00132481 0.00470008 0.00690909 0.00125196 0.0200927 internal_weight=84473 9628 74845 24900 9296 24203 7634 697 8618 678 2821 1882 554 3529 1366 16569 4119 2174 332 5797 209 1518 1228 284 1598 939 1177 792 2163 259 internal_count=84473 9628 74845 24900 9296 24203 7634 697 8618 678 2821 1882 554 3529 1366 16569 4119 2174 332 5797 209 1518 1228 284 1598 939 1177 792 2163 259 is_linear=0 shrinkage=0.04 Tree=56 num_leaves=31 num_cat=0 split_feature=28 28 30 28 30 0 23 24 28 21 30 0 28 1 2 28 9 0 30 16 0 23 0 0 23 1 0 0 22 30 split_gain=270.64 76.869 45.9244 54.8797 38.2418 36.7031 33.2029 29.0876 28.921 21.5766 18.0814 22.4565 20.4957 17.1807 15.6757 14.7878 16.6563 17.2161 14.6512 14.3563 13.1374 11.3948 9.26952 12.786 8.50168 8.40099 8.62454 8.50424 7.92401 7.72759 threshold=14670.097157906441 17319.251111451242 309.78863492326406 12903.021554515448 341.20358737534588 18.500000000000004 -38.364999999999775 1506.0249999999999 18401.137131747837 15331.580000000002 492.32835310678547 12.500000000000002 15805.474552509268 1.5000000000000002 3.5000000000000004 13481.71615102173 -0.78656609248549303 17.500000000000004 90.899998896631033 17778.915000000005 7.5000000000000009 1641.9850000000008 17.500000000000004 14.500000000000002 671.06500000000062 1.5000000000000002 16.500000000000004 16.500000000000004 18462.790000000005 620.65734414571091 decision_type=2 2 2 2 2 2 2 2 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 5 15 -4 8 10 -5 9 21 13 11 -2 -12 20 28 -1 17 18 -17 -6 -8 22 23 -3 -18 26 -20 -27 -13 -14 right_child=1 4 3 6 19 -7 7 -9 -10 -11 12 14 29 -15 -16 16 24 -19 25 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-19.618713156626544 -0.020837443128503545 2.2048313071007928 -13.139023176281007 -23.451947353791258 21.414052855828633 -1.2196514792688395 10.636842208773512 1.7006321809115696 16.271744197711843 -0.48839952401629388 2.0482043961063865 2.695036474971523 6.9824269581539626 3.2870051655911001 0.40883709458293155 -1.017990598340093 -6.1930315167296888 -2.3227722466478715 1.536749599010367 10.79249485537761 6.013372824484982 8.4887031071057635 0.64873695517123708 5.612065213725888 0.11274426087559927 3.4441321752349414 4.9259097227423387 -0.48360341391714484 6.2287922715617086 10.907868646747358 leaf_weight=52290 3545 761 2739 573 163 3925 211 1139 285 158 334 2894 145 345 1628 471 7664 2225 111 35 122 61 596 423 891 155 216 223 91 54 leaf_count=52290 3545 761 2739 573 163 3925 211 1139 285 158 334 2894 145 345 1628 471 7664 2225 111 35 122 61 596 423 891 155 216 223 91 54 internal_value=-0.00228206 0.00260241 -0.00333154 0.000251938 0.00928743 0.00137096 0.00447724 0.00693671 0.00772154 0.0126029 0.00282085 0.0023545 0.00995872 0.015705 0.00419423 -0.00362644 -0.00235731 1.05842e-05 0.00392517 0.026101 0.0221862 0.00588593 0.00530337 0.00735135 -0.00329866 0.00757447 0.0122691 0.00351323 0.00591625 0.0201206 internal_weight=84473 14940 69533 5287 2324 12616 2548 1975 2126 836 8691 8158 533 678 4613 64246 11956 3401 1176 198 333 1841 1780 1184 8555 705 327 378 2985 199 internal_count=84473 14940 69533 5287 2324 12616 2548 1975 2126 836 8691 8158 533 678 4613 64246 11956 3401 1176 198 333 1841 1780 1184 8555 705 327 378 2985 199 is_linear=0 shrinkage=0.04 Tree=57 num_leaves=31 num_cat=0 split_feature=28 28 23 30 33 0 1 28 30 0 28 0 28 15 9 30 0 2 16 9 1 21 28 23 21 0 0 30 19 21 split_gain=257.474 71.4613 44.0386 36.3133 35.669 33.4392 30.0697 24.587 16.2831 19.9547 18.6063 14.4868 14.3051 46.85 18.2917 17.1399 18.3477 14.0417 13.4371 12.2574 11.9376 11.3544 11.0356 10.7862 8.99249 8.76326 11.3133 8.68242 8.54699 8.44552 threshold=14670.097157906441 17319.251111451242 801.72999999999968 341.20358737534588 10961.560000000003 18.500000000000004 1.0000000180025095e-35 18401.137131747837 492.32835310678547 12.500000000000002 15805.474552509268 7.5000000000000009 13142.395836342965 12952.535000000002 -0.78656609248549303 136.27700341066159 17.500000000000004 3.5000000000000004 17982.590000000004 0.78656609248549325 1.5000000000000002 15331.580000000002 13003.543349881691 1641.9850000000008 14424.705000000002 17.500000000000004 14.500000000000002 249.10687207521298 14648.910000000002 14883.500000000002 decision_type=2 2 2 2 2 2 2 2 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 5 12 7 22 8 11 23 9 -2 -10 21 -1 24 15 -15 20 -11 -5 -16 29 -6 -4 25 -14 26 -3 -24 -8 -17 right_child=1 3 4 18 6 -7 28 -9 10 17 -12 -13 13 14 19 16 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-29.139174376978939 -0.020003945403396534 2.1166380548168293 -10.254943885860873 21.148920116391718 11.672725770395878 -1.1708654200980966 3.7389526070323411 15.620874429803399 1.9662762202621633 2.6898204014545599 8.4360619656095981 3.9239462830785925 6.8862515177787662 -2.9695392384955146 -7.0496298500512049 5.4918491941748417 -1.4789723063129312 0.39248361079961752 -2.9288868068050307 7.8438034371649934 1.8230098655467142 1.0491769407042844 -1.2425891498263675 8.149154982821571 1.5184055221247952 0.622787476964343 5.387582605176882 1.3692429831882442 -0.29133600091437201 1.50731516803486 leaf_weight=47354 3545 761 1630 169 134 3925 220 285 334 2985 199 111 144 3264 12417 228 950 1628 29 107 482 30 902 61 41 596 423 1006 394 119 leaf_count=47354 3545 761 1630 169 134 3925 220 285 334 2985 199 111 144 3264 12417 228 950 1628 29 107 482 30 902 61 41 596 423 1006 394 119 internal_value=-0.002301 0.00246319 -0.00332464 0.00890878 0.000535802 0.00127584 0.00769854 0.00738288 0.00265976 0.00221721 0.00943339 0.0186909 -0.00358714 -0.00261875 -0.00282962 -0.000795559 0.00236312 0.00395144 0.0252929 -0.00364868 0.0067117 0.0262439 -0.00126399 0.00569038 0.0174054 0.00512359 0.00711486 0.000800838 0.00277524 0.0123689 internal_weight=84473 14940 69533 2324 4427 12616 889 2126 8691 8158 533 275 65106 17752 17567 5043 1779 4613 198 12524 829 164 3538 1841 185 1780 1184 1908 614 347 internal_count=84473 14940 69533 2324 4427 12616 889 2126 8691 8158 533 275 65106 17752 17567 5043 1779 4613 198 12524 829 164 3538 1841 185 1780 1184 1908 614 347 is_linear=0 shrinkage=0.04 Tree=58 num_leaves=31 num_cat=0 split_feature=28 28 30 30 28 23 0 24 28 19 27 28 9 0 30 1 0 30 21 30 28 35 23 0 2 1 30 24 21 28 split_gain=246.599 67.4485 44.673 42.5613 50.7449 30.0272 28.1699 26.5578 26.4405 20.2201 17.3795 15.7087 15.7222 14.7276 14.4357 13.3694 12.465 18.4699 10.9774 10.2893 16.6201 9.83756 8.18054 8.12225 12.7779 7.68146 7.34575 7.82243 7.30588 10.2624 threshold=14670.097157906441 16964.131793090404 370.2424809345182 309.78863492326406 12830.211592140166 -38.364999999999775 19.500000000000004 1506.0249999999999 18401.137131747837 15052.855000000001 -425.02000000000038 13386.718398631245 -0.78656609248549303 17.500000000000004 90.899998896631033 1.5000000000000002 17.500000000000004 251.42412491755184 15331.580000000002 578.0696341699296 15805.474552509268 13293.174910714288 671.06500000000062 12.500000000000002 3.5000000000000004 1.0000000180025095e-35 219.61550725893045 1382.7449999999992 14391.640000000001 13019.550922884233 decision_type=2 2 2 2 2 2 2 2 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 6 8 11 -5 -6 10 9 16 15 -2 -1 13 14 -13 18 17 -3 21 23 -21 -7 -14 -12 -25 -16 -24 -28 29 -17 right_child=1 2 -4 4 5 7 -8 -9 -10 -11 19 12 22 -15 25 28 -18 -19 -20 20 -22 -23 26 24 -26 -27 27 -29 -30 -31 leaf_value=-19.817484968001633 -0.48031983062659395 2.4658114570505592 18.547240390211183 -14.104146714600418 -22.236496851868807 7.0474631216679633 -2.2739845303821533 1.457285371205385 15.122850715759601 1.3906542548435474 0.1882587496504512 -1.3113644382693528 -5.9345861604486174 -2.3989844512551488 5.0619681339153235 0.0069527802505413659 0.4978720050832397 7.7652898501596246 1.0253940939176576 2.0854612856467929 9.0278566264819844 11.0765077267314 -1.1177657366345375 2.438091287657989 0.26628415869983724 1.9142491733977918 7.7706206916057248 0.89928025258167565 1.0519956542771838 4.6309337230316991 leaf_weight=50762 2488 1598 197 2653 577 87 2593 1169 302 263 1830 563 8657 2508 166 59 939 284 45 246 96 177 716 2765 1602 613 20 241 111 146 leaf_count=50762 2488 1598 197 2653 577 87 2593 1169 302 263 1830 563 8657 2508 166 59 939 284 45 246 96 177 716 2765 1602 613 20 241 111 146 internal_value=-0.0023171 0.00234538 0.00737349 -0.00331889 0.000130886 0.00406378 0.000908777 0.00632572 0.00620813 0.0115405 0.00196433 -0.00360278 -0.0023892 -0.000228572 0.0031535 0.015456 0.0050039 0.00688204 0.0213722 0.00304695 0.00980117 0.0244848 -0.00325265 0.0026742 0.00361163 0.00668036 0.00021699 0.00596168 0.00967089 0.0141463 internal_weight=84473 14940 3320 69533 5287 2634 11620 2057 3123 888 9027 64246 13484 3850 1342 625 2821 1882 309 6539 342 264 9634 6197 4367 779 977 261 316 205 internal_count=84473 14940 3320 69533 5287 2634 11620 2057 3123 888 9027 64246 13484 3850 1342 625 2821 1882 309 6539 342 264 9634 6197 4367 779 977 261 316 205 is_linear=0 shrinkage=0.04 Tree=59 num_leaves=31 num_cat=0 split_feature=28 28 30 23 33 1 0 28 28 9 9 30 0 27 21 0 30 28 30 28 21 14 0 30 21 30 29 10 19 3 split_gain=236.071 63.6052 44.5832 43.0711 29.9179 26.4687 25.769 24.8724 15.0576 48.6722 20.8589 20.1275 14.8324 13.4147 13.0822 12.6008 18.0494 11.2762 10.4323 15.6422 10.1435 9.22383 9.64113 8.84136 11.0878 8.06927 7.9116 7.83205 7.49473 7.35434 threshold=14670.097157906441 16847.518346585832 370.2424809345182 801.72999999999968 10961.560000000003 1.0000000180025095e-35 19.500000000000004 18401.137131747837 13095.60283512959 0.78656609248549325 -0.78656609248549303 244.60056876429789 7.5000000000000009 -425.02000000000038 14424.705000000002 17.500000000000004 251.42412491755184 13003.543349881691 578.0696341699296 15733.915445903047 15331.580000000002 -0.48313741114591585 17.500000000000004 90.899998896631033 14391.640000000001 225.1773667492368 13100.999494365798 -0.78656609248549325 14648.910000000002 44.500000000000007 decision_type=2 2 2 2 2 2 2 2 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 6 7 8 17 12 13 15 -1 10 11 21 20 -2 -11 16 -3 -5 -15 -20 -6 -10 23 -23 -25 -19 -13 -18 -7 -29 right_child=1 2 -4 4 5 28 -8 -9 9 14 -12 26 -14 18 -16 -17 27 25 19 -21 -22 22 -24 24 -26 -27 -28 29 -30 -31 leaf_value=-29.226212920490507 -0.46019245542152809 2.2024730486672617 16.656640603883826 -9.3049483226231846 10.890979372741374 3.5311030879028187 -2.3773617135751572 14.517936687129154 -4.4769480553284966 7.8596877134377543 -6.6509193880768764 5.8636265385642812 3.8116988496242867 1.2682084087929242 -0.90410560211328395 0.42279079202017722 -6.3336703818255913 -1.3466099717556548 1.6224560141885918 7.713778244681901 0.9661940993194108 -0.58051336405935772 -1.2922556982803974 3.6546013114733684 -0.22030479937101774 1.2187608838726489 3.4367165201772867 7.9690316063586071 -0.33797397572597349 5.7952647179205137 leaf_weight=46441 2392 1757 221 1630 134 220 2548 302 2431 192 13068 59 111 6009 53 1065 30 820 237 102 30 379 1571 327 204 1088 381 131 394 146 leaf_count=46441 2392 1757 221 1630 134 220 2548 302 2431 192 13068 59 111 6009 53 1065 30 820 237 102 30 379 1571 327 204 1088 381 131 394 146 internal_value=-0.00232893 0.00223293 0.00682147 -0.00330911 0.000508696 0.00706862 0.000748404 0.0056998 -0.0035687 -0.00260916 -0.00284473 -0.000741406 0.0173818 0.00178032 0.015102 0.00464174 0.00646512 -0.00113963 0.00274228 0.00956932 0.0250244 -0.00147557 0.000240225 0.00351648 0.00684746 0.000947588 0.00745454 0.0154137 0.00244951 0.0175162 internal_weight=84473 14940 3652 69533 4427 889 11288 3431 65106 18665 18420 5352 275 8740 245 3129 2064 3538 6348 339 164 4912 2481 910 531 1908 440 307 614 277 internal_count=84473 14940 3652 69533 4427 889 11288 3431 65106 18665 18420 5352 275 8740 245 3129 2064 3538 6348 339 164 4912 2481 910 531 1908 440 307 614 277 is_linear=0 shrinkage=0.04 Tree=60 num_leaves=31 num_cat=0 split_feature=28 28 23 30 33 19 0 28 1 28 9 9 30 0 27 21 1 0 30 28 30 29 30 21 0 2 30 21 28 9 split_gain=221.934 57.7671 41.541 37.1682 29.7427 27.3715 24.5273 23.4509 16.3439 14.8841 45.1263 19.2967 18.2655 14.9238 13.6938 12.129 12.0116 10.9601 16.5307 10.5221 10.0617 13.0892 8.83532 8.0198 7.37952 10.6963 7.86269 6.92037 6.54362 6.48326 threshold=14670.097157906441 16964.131793090404 801.72999999999968 382.08722825520391 11086.530000000001 15005.645000000002 19.500000000000004 18401.137131747837 1.0000000180025095e-35 13095.60283512959 0.78656609248549325 -0.78656609248549303 151.82771853605658 17.500000000000004 -425.02000000000038 14424.705000000002 1.5000000000000002 17.500000000000004 251.42412491755184 12953.272038911055 541.90135930492636 14590.23735588572 249.10687207521298 14883.500000000002 12.500000000000002 4.5000000000000009 60.533275609420507 14424.705000000002 16220.316265950996 -0.98296291314453399 decision_type=2 2 2 2 2 2 2 2 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 9 7 19 8 14 17 -6 -1 11 12 -11 16 -2 -12 23 18 -3 -4 24 -22 -21 -14 -16 26 -26 -24 -8 -28 right_child=1 3 4 -5 5 -7 28 -9 -10 10 15 -13 13 -15 20 -17 -18 -19 -20 22 21 -23 27 -25 25 -27 29 -29 -30 -31 leaf_value=-28.057164403670903 -0.44269933918467258 2.27908007682182 -9.2159885997450584 17.566898904062736 10.960847392202025 0.66372135347851857 -5.2120473142712971 14.121671463185962 3.4409824136255986 -2.5947713740028338 7.5453002049002791 -6.3848826125537776 5.2949908111828403 -1.0907372557321779 0.094298232790497635 -0.86794137802878812 1.8119578339661297 0.45042407785579969 7.3262289501042037 -1.0341135894173588 2.0800307880126745 8.3194470788144503 2.3040371238733157 1.6451456141467637 0.32399335596954243 -0.611913135055008 1.1369846259338849 -0.10867633177934147 0.66608662272830743 2.7602366126604223 leaf_weight=46441 2488 1598 1600 170 131 376 2195 306 192 3750 192 13068 221 788 1773 53 476 944 302 972 291 116 639 117 946 809 595 517 398 2009 leaf_count=46441 2488 1598 1600 170 131 376 2195 306 192 3750 192 13068 221 788 1773 53 476 944 302 972 291 116 639 117 946 809 595 517 398 2009 internal_value=-0.00235356 0.00206961 -0.00330393 0.00672289 0.000445447 0.00801717 0.000740102 0.00573968 0.0165573 -0.00355887 -0.00260488 -0.00283171 -0.000808671 0.00276654 0.00172505 0.014449 0.00656511 0.00460759 0.00635789 -0.00097425 0.00268604 0.00877641 0.00086842 0.0123314 0.0022818 0.00316678 0.00411268 0.00323183 -0.00268878 0.00524731 internal_weight=84473 14940 69533 3320 4427 699 11620 3150 323 65106 18665 18420 5352 1602 9027 245 814 2844 1900 3728 6539 407 2128 338 6132 4359 3550 1156 2593 2604 internal_count=84473 14940 69533 3320 4427 699 11620 3150 323 65106 18665 18420 5352 1602 9027 245 814 2844 1900 3728 6539 407 2128 338 6132 4359 3550 1156 2593 2604 is_linear=0 shrinkage=0.04 Tree=61 num_leaves=31 num_cat=0 split_feature=28 28 30 28 23 10 16 23 34 21 27 1 27 0 0 28 9 0 30 30 19 33 9 17 24 30 13 16 18 28 split_gain=212.161 57.6855 38.9255 50.6297 31.0816 28.4048 26.8001 28.4743 25.1217 16.8122 15.4173 14.4962 12.1331 11.3538 11.1302 10.6979 10.5679 10.4709 12.7647 8.46973 10.2037 10.5649 8.22406 12.2195 8.09708 8.01324 7.50024 6.68518 10.1883 6.67587 threshold=14390.714276099028 16847.518346585832 309.78863492326406 12830.211592140166 177.50500000000014 0.37940952255126048 13569.560000000003 1196.4100000000001 18695.725000000002 15331.580000000002 -2.924999999999272 1.5000000000000002 -316.54499999999911 7.5000000000000009 17.500000000000004 13369.395109452502 -0.78656609248549303 17.500000000000004 88.683769031738152 60.533275609420507 14917.045000000002 12386.050000000001 -0.98296291314453399 15207.680000000002 1312.075 284.07751129609005 0.68432406471780916 12901.155000000001 12003.925000000001 16149.12625297575 decision_type=2 2 2 2 2 2 2 2 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 5 15 -4 -3 12 7 9 14 11 -10 13 -2 -5 24 -1 17 18 -17 -14 22 -22 -21 -24 -6 -23 -16 28 -18 -7 right_child=1 4 3 6 8 29 -8 -9 10 -11 -12 -13 19 -15 26 16 27 -19 -20 20 21 25 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-18.079240147538169 -0.35255657428335335 0.8460697326383706 -11.972526139434569 8.6429203381481869 5.1136675037273207 -6.6158269312599458 -23.01255470541777 0.82365359784232961 4.1016620775443844 -0.7717182089581186 14.631827998728168 3.5990022008963649 -0.053829705053590048 4.4261711921800719 -0.53543460547379318 -1.5441776538272616 -0.19716197284975071 -2.9216177907387904 2.4991566510133691 -0.28244849699180596 0.92948251355623424 1.1988641509507405 3.8454861307184092 1.0163517149395307 2.8753805127275949 7.0615446105735229 7.1795353617937918 -5.5925531656544187 9.8129888859943133 0.56244979872482637 leaf_weight=50467 3210 1662 2653 235 370 2849 478 852 277 143 459 416 1710 152 395 540 624 2086 680 257 3606 119 926 398 419 122 70 7849 34 415 leaf_count=50467 3210 1662 2653 235 370 2849 478 852 277 143 459 416 1710 152 395 540 624 2086 680 257 3606 119 926 398 419 122 70 7849 34 415 internal_value=-0.00236445 0.00159082 -0.00338044 4.13868e-05 0.00605476 0.000393182 0.00441828 0.00665628 0.00942713 0.0114334 0.0152935 0.0136837 0.0014194 0.0192558 0.00598405 -0.00365125 -0.00256768 -0.000648519 0.00229508 0.00233791 0.00311127 0.00199948 0.00581657 0.00708761 0.00887706 0.0101079 0.00107527 -0.00331351 0.00055927 -0.0028603 internal_weight=84473 17264 67209 4929 3652 13612 2276 1798 1990 946 736 803 10348 387 1254 62280 11813 3306 1220 7138 5428 3847 1581 1324 789 241 465 8507 658 3264 internal_count=84473 17264 67209 4929 3652 13612 2276 1798 1990 946 736 803 10348 387 1254 62280 11813 3306 1220 7138 5428 3847 1581 1324 789 241 465 8507 658 3264 is_linear=0 shrinkage=0.04 Tree=62 num_leaves=31 num_cat=0 split_feature=28 28 30 28 10 0 16 24 21 2 21 1 28 28 15 33 30 29 35 36 30 9 30 26 30 14 24 15 28 21 split_gain=199.758 51.7317 35.0987 43.938 30.9683 33.5952 26.7952 24.1196 15.1134 13.8427 13.517 14.1828 12.5226 12.085 19.1361 10.4056 10.0835 16.7654 9.79681 9.72724 9.2162 8.25393 10.7877 11.2206 8.01108 7.74445 7.48323 8.64186 6.42203 8.15899 threshold=14427.241720733226 18134.379145298004 305.24786635014897 12774.786675585801 -0.12940952255126037 15.500000000000002 13588.470000000003 1506.0249999999999 18175.910000000003 3.5000000000000004 15061.660000000002 1.0000000180025095e-35 15943.799454286047 13142.395836342965 12984.800000000001 11871.690000000001 515.52652278222115 14590.23735588572 13293.174910714288 1795.8514343074955 309.78863492326406 -0.78656609248549303 151.82771853605658 -769.6350000000001 370.2424809345182 0.28313308994381592 3596.3200000000002 16884.565000000006 12903.021554515448 14424.705000000002 decision_type=2 2 2 2 2 2 2 2 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 13 -4 5 16 7 10 24 15 11 18 25 -1 -15 -7 26 -18 -5 -14 -17 22 -16 -24 -3 -6 -2 -28 -13 -30 right_child=1 8 3 6 12 9 -8 -9 -10 -11 -12 28 19 14 21 20 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=-24.041548886053061 0.3141352678847224 6.9469916812720029 -13.431927706063229 4.9133898135618894 0.14068228446430309 3.5911706153609617 -21.990932674835005 1.2643964190857768 14.524934081921897 1.3675818552833963 0.409192818198921 0.017330887024837968 4.8146965438319675 5.2091098481452613 -2.7536044272474984 3.9611090752938543 1.4277701845278175 6.9473821343211437 11.38137416231771 0.15849791448716205 11.971707742391004 -4.9847675653670311 3.5653179954282055 -0.034750247975142964 28.290027377910548 -7.1232893460254738 0.41244971923503526 5.6947576479705599 4.5894851194982431 1.3901986545111025 leaf_weight=46054 7113 452 2641 39 1232 1155 599 1078 183 708 172 87 186 144 3396 129 371 127 120 2143 81 11575 236 937 29 2778 151 94 340 123 leaf_count=46054 7113 452 2641 39 1232 1155 599 1078 183 708 172 87 186 144 3396 129 371 127 120 2143 81 11575 236 937 29 2778 151 94 340 123 internal_value=-0.00238292 0.00150201 -0.00335684 -0.00019927 0.00105532 0.00244979 0.00353714 0.00580092 0.0124458 0.00697926 0.0107106 0.0131509 -0.00112889 -0.00362016 -0.00268369 0.00933333 0.00125458 0.00676305 0.023673 0.00120395 0.0175238 -0.00281318 -0.00137361 0.0019335 0.00872349 -0.00248379 0.00088176 0.0077551 0.0101091 0.0119827 internal_weight=84473 16932 67541 5199 16268 9929 2558 1959 664 2073 881 709 6339 62342 16288 1365 7856 498 159 2329 210 16144 4569 1173 481 4010 7358 245 550 463 internal_count=84473 16932 67541 5199 16268 9929 2558 1959 664 2073 881 709 6339 62342 16288 1365 7856 498 159 2329 210 16144 4569 1173 481 4010 7358 245 550 463 is_linear=0 shrinkage=0.04 Tree=63 num_leaves=31 num_cat=0 split_feature=28 28 23 33 19 10 30 1 19 30 23 30 23 28 21 28 0 17 27 34 0 21 19 10 33 23 19 9 30 27 split_gain=191.109 45.7201 35.9154 28.4438 27.6497 25.7273 20.12 19.708 13.4038 19.6666 11.6147 10.5096 9.9662 14.2457 13.7906 9.57397 9.02379 14.7989 8.85904 8.8083 8.50113 10.6359 7.96221 11.7618 7.72649 7.31917 7.30332 7.14779 7.28693 6.99148 threshold=14427.241720733226 16388.0073430144 801.72999999999968 10961.560000000003 18462.790000000005 0.37940952255126048 515.52652278222115 1.0000000180025095e-35 13734.430000000002 272.07890183724959 329.25500000000017 196.95649127771932 25.534999999999858 12903.021554515448 14424.705000000002 13003.543349881691 17.500000000000004 16583.985000000004 -690.12999999999909 19210.725000000002 7.5000000000000009 15160.675000000001 14960.125000000002 -0.78656609248549325 12386.050000000001 1410.4150000000002 14648.910000000002 -0.98296291314453399 61.261288832643309 -543.75499999999818 decision_type=2 2 2 2 2 2 2 2 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 5 8 15 6 18 10 20 -1 -10 29 -6 -11 -14 -15 -4 17 -12 -2 -18 21 -5 23 -20 -24 -26 -9 -25 -29 -3 right_child=1 4 3 7 11 -7 -8 26 9 12 16 -13 13 14 -16 -17 19 -19 22 -21 -22 -23 24 27 25 -27 -28 28 -30 -31 leaf_value=-12.889615408467625 -1.2535659481972405 -0.39108707873599086 -7.7669729132662182 9.9238837821039905 5.5235954074850389 -4.1675799563933653 12.109964939007728 3.0948767156289909 -3.7538599268750601 -21.444217968486587 2.9006544027260701 15.502487210310186 -3.7928798095183227 5.1609020162937025 0.78037832487645065 0.36786276093866177 1.2002613037151693 12.01754248529285 0.4818139797999389 18.64726713456805 4.3466786918975293 0.47856211445090907 0.14175238230317264 -0.049947481150393783 2.8511942274269035 5.7453243229767086 -0.5324575401566507 0.5911656915493636 3.7513534935694497 1.5079932280506836 leaf_weight=55235 1566 1062 1630 124 122 2929 77 204 7396 198 1168 192 192 251 178 1708 695 135 1345 24 84 33 4196 260 154 43 308 213 914 1837 leaf_count=55235 1566 1062 1630 124 122 2929 77 204 7396 198 1168 192 192 251 178 1708 695 135 1345 24 84 33 4196 260 154 43 308 213 914 1837 internal_value=-0.00238765 0.00141224 -0.00334025 0.000292348 0.00448644 6.88373e-06 0.0037631 0.00731474 -0.00357447 -0.00206695 0.00344564 0.016 0.00381441 0.00630596 0.010359 -0.00129179 0.0057725 0.00775748 0.00109953 0.00217524 0.0167469 0.022242 0.00169824 0.00339385 0.00064375 0.00838579 0.002875 0.00597837 0.00735759 0.0018227 internal_weight=84473 16932 67541 4091 5312 11620 4998 753 63450 8215 4921 314 819 621 429 3338 2022 1303 8691 719 241 157 7125 2732 4393 197 512 1387 1127 2899 internal_count=84473 16932 67541 4091 5312 11620 4998 753 63450 8215 4921 314 819 621 429 3338 2022 1303 8691 719 241 157 7125 2732 4393 197 512 1387 1127 2899 is_linear=0 shrinkage=0.04 Tree=64 num_leaves=31 num_cat=0 split_feature=28 28 30 28 10 35 28 27 30 21 28 15 28 33 30 30 2 23 30 34 1 21 1 10 1 1 0 18 3 0 split_gain=179.189 44.1272 33.8954 47.0992 28.7627 21.2614 18.2624 16.2757 15.5331 14.2055 13.7973 23.6566 12.6603 10.9432 12.2293 10.3964 9.82025 9.73694 24.3605 9.48307 8.5939 11.7989 6.79408 6.43425 10.851 7.82025 23.8933 6.76891 7.8785 7.374 threshold=14217.45382495492 17935.769581447534 341.20358737534588 12774.786675585801 0.37940952255126048 13397.763563988097 13722.289976457427 -316.54499999999911 89.807547722968181 18175.910000000003 13191.005509281193 13019.520000000002 16080.595097329728 12386.050000000001 284.07751129609005 394.85580750681839 1.0000000180025095e-35 56.680000000000298 182.34174473547566 19168.545000000002 1.0000000180025095e-35 14424.705000000002 1.5000000000000002 -0.5 1.5000000000000002 2.5000000000000004 15.500000000000002 13850.945000000002 339.50000000000006 17.500000000000004 decision_type=2 2 2 2 2 2 2 2 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 10 -4 7 -5 20 -2 -9 15 -1 -12 -6 16 -15 -3 -10 -13 -19 -11 -7 -22 -8 25 27 -18 -27 -25 29 -29 right_child=1 9 3 5 12 6 22 8 13 19 11 17 -14 14 -16 -17 23 18 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=-20.655902951545212 -0.30345898169034591 5.1159669035154858 -11.311431044137555 0.80574572683688506 -6.7216218296833858 9.8827350696360945 3.8674708825056991 0.11552934481504651 3.6847201284960489 9.3160376626756918 4.7464063334104649 -5.9330249250896827 0.65017350312097644 1.1219732266236253 7.0776103376324482 25.936761861435809 1.0266056113226365 -2.6906461503711876 1.919348277849634 26.451916226360481 4.8524199804348092 1.2656269753597897 -1.6938642837355957 0.95920802188547472 -0.61281282046169272 0.87783364091515648 5.7629932051214245 4.1425282273008222 -1.9050767879648589 1.8481825434003651 leaf_weight=47677 4418 726 2067 938 3307 102 121 3456 969 199 159 8516 712 203 223 26 1234 4527 939 45 223 113 167 708 1510 314 183 304 103 284 leaf_count=47677 4418 726 2067 938 3307 102 121 3456 969 199 159 8516 712 203 223 26 1234 4527 939 45 223 113 167 708 1510 314 183 304 103 284 internal_value=-0.0023706 0.00105813 -0.00336048 0.000341999 0.000602855 0.00535096 0.0104904 0.00146409 0.00239764 0.00925301 -0.00358394 -0.00248667 -0.00237771 0.0036222 0.00980282 0.00653191 0.00315279 -0.00266114 -0.00134358 0.0176393 0.0156347 0.0125476 0.00266667 0.00238793 0.00123891 0.00431889 0.00855533 0.00377698 0.00659334 0.00838095 internal_weight=84473 18924 65549 3731 17928 1664 726 13909 9491 996 61818 14141 4019 6035 426 752 5609 13982 5466 244 438 336 288 4640 2909 1731 497 1399 691 588 internal_count=84473 18924 65549 3731 17928 1664 726 13909 9491 996 61818 14141 4019 6035 426 752 5609 13982 5466 244 438 336 288 4640 2909 1731 497 1399 691 588 is_linear=0 shrinkage=0.04 Tree=65 num_leaves=31 num_cat=0 split_feature=28 28 30 28 23 28 35 30 21 28 9 24 9 30 0 18 27 30 0 30 19 10 0 1 23 1 33 0 10 30 split_gain=170.841 45.7696 30.5557 42.8971 27.3175 25.4133 22.0928 20.0929 15.9399 11.9125 24.3126 16.7336 10.2509 19.7725 9.86441 9.92146 9.72763 12.0521 8.89638 13.3959 8.16464 11.8993 10.2039 7.7853 7.50177 7.41406 6.98803 6.81508 9.40578 7.54565 threshold=14029.528484874112 16388.0073430144 359.07464763700705 12953.272038911055 -267.50500000000005 18401.137131747837 13429.111220238097 394.85580750681839 14546.530000000001 13035.608388832203 0.78656609248549325 1312.075 -0.78656609248549303 157.93882664325966 17.500000000000004 12772.290000000003 -690.12999999999909 89.807547722968181 17.500000000000004 169.48833316100078 15103.735000000002 -0.12940952255126037 15.500000000000002 1.0000000180025095e-35 33.255000000000116 1.0000000180025095e-35 12386.050000000001 17.500000000000004 -0.78656609248549325 108.85934347466524 decision_type=2 2 2 2 2 2 2 2 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 -4 -2 7 -5 27 25 -1 12 -12 13 -11 15 -15 -6 -18 19 -7 21 22 -19 -10 -24 -8 -22 28 -3 -30 right_child=1 5 3 6 16 18 8 -9 23 10 11 -13 -14 14 -16 -17 17 20 -20 -21 26 -23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-26.147552207984774 -3.341484984203595 0.87999862874404478 -6.1529115975996342 1.0188514747628439 -1.7977492791251011 5.1325686452705499 10.356093251762982 7.7249786021325759 5.858913588589358 -3.3696992890627468 13.98547345176847 0.75725465047131391 -6.1697882454526267 8.4961337105725949 0.020055444134945692 2.4523741153389707 -0.21762517853002059 1.7928201114130744 8.5520747566595148 25.881109405596618 0.36059420305757145 0.35128320408973202 9.4541612149012089 0.917810293626378 3.557409769765802 4.182258926587652 4.0659576770265735 0.25525010749366672 0.51175854724570791 3.5556560898818161 leaf_weight=44830 4651 1477 2033 633 1512 61 42 265 66 3308 99 505 10774 57 456 353 3733 1194 178 93 2789 1084 43 179 474 222 124 1692 408 1138 leaf_count=44830 4651 1477 2033 633 1512 61 42 265 66 3308 99 505 10774 57 456 353 3733 1194 178 93 2789 1084 43 179 474 222 124 1692 408 1138 internal_value=-0.00238339 0.000752342 -0.00341533 0.000409448 -0.000339401 0.00395934 0.00661296 0.00324498 0.0128173 -0.00361644 -0.00266255 0.0052053 -0.00298047 -0.00129756 0.00408314 0.00858536 0.000751209 0.00122826 0.0146747 0.0217143 0.00238402 0.00392844 0.00600584 0.00546939 0.0107002 0.0196364 0.000902162 0.00264263 0.00378035 0.00596119 internal_weight=84473 20916 63557 3175 15604 5312 1142 4980 509 60382 15552 604 14948 4174 866 410 10953 9441 332 154 5708 2795 1711 245 517 264 2913 4715 3023 1546 internal_count=84473 20916 63557 3175 15604 5312 1142 4980 509 60382 15552 604 14948 4174 866 410 10953 9441 332 154 5708 2795 1711 245 517 264 2913 4715 3023 1546 is_linear=0 shrinkage=0.04 Tree=66 num_leaves=31 num_cat=0 split_feature=28 28 23 33 23 28 30 1 23 28 27 30 34 28 9 9 30 30 0 30 30 23 1 19 10 0 3 1 0 36 split_gain=164.367 43.3037 30.3472 39.2381 28.7224 27.1053 23.6 12.0833 11.2059 10.6349 9.95121 9.90633 9.08923 8.32496 47.8161 10.4817 19.1478 8.23807 7.87177 12.0011 7.83682 7.65371 7.42211 7.32543 9.66661 9.65092 7.22648 6.90374 6.70393 6.3086 threshold=14001.148534945592 15943.799454286047 652.44999999999993 10954.360000000002 -287.95499999999987 18401.137131747837 620.65734414571091 1.0000000180025095e-35 348.85499999999962 13003.543349881691 -690.12999999999909 242.64144336935394 18671.225000000002 12937.065494019858 0.78656609248549325 -0.78656609248549303 157.93882664325966 83.701194623045154 17.500000000000004 169.48833316100078 225.1773667492368 1347.3300000000011 1.5000000000000002 15153.760000000002 -0.12940952255126037 14.500000000000002 14.500000000000002 1.5000000000000002 16.500000000000004 1783.7898393599264 decision_type=2 2 2 2 2 2 2 2 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 13 9 -2 6 8 11 -3 -4 -6 -5 -10 -1 15 16 -15 -12 19 -7 -11 -22 -18 24 25 26 -19 -16 -24 -13 right_child=1 5 3 7 10 18 -8 -9 12 20 17 29 -14 14 27 -17 22 23 -20 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=-32.228402358508724 -6.6333214852857481 0.51473120772878533 -8.2265858264162883 -0.30988005068219726 -2.3006898629498771 4.9272658994597816 15.189019732841595 2.1104974549284048 1.9271631381688701 -1.443265344418948 -0.25915606668372326 2.0931235223591202 4.9880919057905961 -3.4954669880998241 13.841604135638638 -7.1095823068323947 4.0404600761474709 5.8705035873231717 8.209991766393161 24.845865029372764 2.5682407756493086 -0.22417734433897837 5.4885849264259496 0.35755353127557821 0.25175084627189676 3.5255558890023844 0.8693794975583532 3.2808032787733992 -0.46061704820444077 7.792726616287573 leaf_weight=42397 3980 4285 2514 53 1352 61 51 531 2165 746 3228 42 471 3548 87 11367 312 58 178 93 404 394 74 2363 1176 654 1133 145 457 154 leaf_count=42397 3980 4285 2514 53 1352 61 51 531 2165 746 3228 42 471 3548 87 11367 312 58 178 93 404 394 74 2363 1176 654 1133 145 457 154 internal_value=-0.00239191 0.000651731 -0.00341479 -0.000370402 -0.000655193 0.00314677 0.00261503 0.00784615 0.00241526 -0.00194973 0.000492171 0.0151165 0.00446737 -0.00366705 -0.00288931 -0.00315472 -0.00149488 0.000993032 0.0143133 0.0209351 0.000663211 0.00341855 0.00392408 0.00195096 0.00325587 0.00506233 0.00291855 0.0151379 0.00104708 0.0192653 internal_weight=84473 21248 63225 4838 13944 7304 6972 780 6921 4058 9964 249 2636 58387 15990 15758 4391 8612 332 154 1544 798 843 5384 3021 1845 1191 232 531 196 internal_count=84473 21248 63225 4838 13944 7304 6972 780 6921 4058 9964 249 2636 58387 15990 15758 4391 8612 332 154 1544 798 843 5384 3021 1845 1191 232 531 196 is_linear=0 shrinkage=0.04 Tree=67 num_leaves=31 num_cat=0 split_feature=28 28 30 28 10 35 28 30 21 1 28 9 24 9 30 0 2 3 27 34 1 0 27 30 1 10 3 28 16 24 split_gain=157.981 39.0699 30.0048 44.5747 25.8836 24.1204 21.2052 18.6855 12.442 14.6214 11.2616 22.4667 17.8296 9.2821 16.0182 9.21738 12.1285 7.51198 7.32411 11.8665 7.02024 6.32025 6.31601 6.85632 9.17971 14.5681 6.1476 6.04843 5.95848 5.89472 threshold=14001.148534945592 16743.512839067673 341.20358737534588 12753.5479709511 0.37940952255126048 13497.091413690478 18401.137131747837 515.52652278222115 14708.040000000003 1.5000000000000002 12985.938950837559 0.78656609248549325 1382.7449999999992 -0.78656609248549303 180.74388000140462 14.500000000000002 3.5000000000000004 24.500000000000004 43.119999999999898 19210.725000000002 1.0000000180025095e-35 17.500000000000004 -327.914999999999 234.72789038048464 1.5000000000000002 -0.5 26.500000000000004 17586.67854913693 13569.560000000003 1888.8849999999995 decision_type=2 2 2 2 2 2 2 2 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 10 -4 15 26 7 22 9 -7 -1 13 20 14 -12 17 21 29 -8 -20 -13 -17 -3 -24 27 -26 -5 -25 -16 -2 right_child=1 6 3 5 -6 8 18 -9 -10 -11 11 12 -14 -15 28 16 -18 -19 19 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31 leaf_value=-26.660256473345822 0.4990352225841253 0.41148074737772278 -10.657406432326663 3.3813200344865302 -3.1208207140172703 7.3200850390348711 4.7330142318411479 15.787785026047963 1.9821416858581844 3.2801392965244505 -2.7863174211454127 15.832566487732253 0.42303376350545008 -5.8910214276483606 3.2139938917153592 2.3042165439154538 -0.13968980695803543 -0.43990074209897073 8.385654629798017 24.678570170637219 3.5041467125055346 1.0088554669719156 1.5745250189165321 2.778892681892581 9.4266100646401956 0.45044173034623941 0.35640278485604621 9.104705547248777 -19.576151161379496 4.1314054698360936 leaf_weight=43605 672 1389 2038 61 4385 163 118 45 186 216 3738 39 476 11205 477 1757 2055 6571 154 60 75 1585 1399 226 57 428 835 108 111 239 leaf_count=43605 672 1389 2038 61 4385 163 118 45 186 216 3738 39 476 11205 477 1757 2055 6571 154 60 75 1585 1399 226 57 428 835 108 111 239 internal_value=-0.00240186 0.000582077 -0.00340467 0.000195483 -0.000241892 0.00552772 0.00415261 0.00327273 0.012 0.0161583 -0.00361558 -0.00271224 0.00494915 -0.00300328 -0.0014295 0.000661852 0.00192181 -0.000246994 0.0138313 0.018243 0.0191579 0.00340874 0.00295315 0.00427773 0.00718437 0.0036701 0.00144643 0.0122874 0.00470748 0.00315697 internal_weight=84473 21248 63225 3499 17264 1461 3984 3652 565 379 59726 16121 590 15531 4326 12879 5397 7482 332 214 114 3342 3607 2218 819 485 896 334 588 911 internal_count=84473 21248 63225 3499 17264 1461 3984 3652 565 379 59726 16121 590 15531 4326 12879 5397 7482 332 214 114 3342 3607 2218 819 485 896 334 588 911 is_linear=0 shrinkage=0.04 Tree=68 num_leaves=31 num_cat=0 split_feature=28 28 23 33 23 28 30 28 20 27 23 28 9 1 9 30 30 33 30 23 0 0 30 1 1 2 30 29 10 21 split_gain=153.168 35.572 29.1575 33.4214 25.9792 23.3368 21.6607 11.7043 10.7938 9.96305 9.38306 9.08235 49.5515 17.8124 9.64265 18.3082 8.44388 7.58921 9.24346 7.51853 7.07308 7.05347 12.0871 6.71841 6.26915 6.09656 5.45346 6.66924 6.49061 9.24206 threshold=14029.528484874112 15868.868719930977 652.44999999999993 11086.530000000001 -361.36499999999972 18401.137131747837 620.65734414571091 12953.272038911055 14960.460000000001 -836.57500000000061 303.09500000000031 12690.682527215969 0.98296291314453421 1.5000000000000002 -0.78656609248549303 157.93882664325966 206.83789986547899 12250.875000000002 251.42412491755184 1347.3300000000011 17.500000000000004 17.500000000000004 223.385399761537 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 68.465771527750888 14998.515182844894 -0.12940952255126037 14792.735000000002 decision_type=2 2 2 2 2 2 2 2 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 11 7 -2 6 10 -4 23 -6 25 -1 14 -14 15 -13 -9 -12 -19 -18 24 22 -7 -5 -17 -3 27 -11 29 -28 right_child=1 5 3 8 9 21 -8 16 -10 26 17 12 13 -15 -16 20 19 18 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-41.598257370300708 -7.928773858516462 0.30341497617161706 -7.5872160661050376 8.0000546354884818 -3.8631761680962478 6.7441402963965915 13.352786721145419 -1.579239383728108 1.7393845636707792 -1.1973598746037022 1.7726910907434348 -3.910921052054086 14.381449647002738 2.7202605073298893 -6.9703367178498583 4.306434835543298 2.3699305148042225 1.6001091561951537 6.5280247861379896 -0.2493510139436792 -0.76917584612416989 7.4058353078819872 23.663233526415137 2.93793845747398 1.5007339855168054 3.1232579562511664 1.8850138883643943 1.149672200901813 -0.30918842941944163 0.49632868084184462 leaf_weight=38648 3434 4297 2497 122 981 83 55 764 253 1990 2448 4413 100 141 14404 219 576 204 234 456 416 178 71 223 325 66 1855 716 1950 2354 leaf_count=38648 3434 4297 2497 122 981 83 55 764 253 1990 2448 4413 100 141 14404 219 576 204 234 456 416 178 71 223 325 66 1855 716 1950 2354 internal_value=-0.00240801 0.000561101 -0.00338512 -0.000417911 -0.00068976 0.00273651 0.00226506 -0.00165199 0.00844147 0.000355067 0.00207532 -0.0036325 -0.00294095 0.0150871 -0.00316064 -0.0017145 0.000810689 0.00384477 0.00869406 0.00317054 0.00329167 0.0131084 0.0193766 0.0130435 0.00629412 0.000904881 0.000778341 -0.000718405 0.00143595 0.00231979 internal_weight=84473 20916 63557 4891 13280 7636 7304 4293 598 9846 7249 58666 20018 241 19777 5373 1796 2886 438 1032 960 332 154 345 544 4363 8865 2706 6159 4209 internal_count=84473 20916 63557 4891 13280 7636 7304 4293 598 9846 7249 58666 20018 241 19777 5373 1796 2886 438 1032 960 332 154 345 544 4363 8865 2706 6159 4209 is_linear=0 shrinkage=0.04 Tree=69 num_leaves=31 num_cat=0 split_feature=28 28 23 30 28 16 17 28 30 30 27 29 21 10 0 19 14 27 1 0 27 34 21 1 14 0 30 18 2 15 split_gain=147.09 41.6044 28.4233 23.6495 36.5465 28.2071 24.2709 21.8754 19.1115 13.8566 13.4253 8.91767 8.3055 14.8157 9.74727 8.00286 7.90945 7.61088 7.30593 12.5876 6.98419 12.8972 6.89732 9.08895 8.74323 6.44479 6.28055 9.81493 5.79569 5.26518 threshold=13670.737119907903 15868.868719930977 -311.57499999999976 287.2448006396441 12712.720855333095 13019.390000000001 10962.365000000003 18401.137131747837 578.0696341699296 89.807547722968181 -562.48000000000036 14909.917435332729 14837.290000000003 -0.12940952255126037 14.500000000000002 14960.125000000002 0.97461712852231652 332.25999999999846 1.5000000000000002 16.500000000000004 43.119999999999898 19210.725000000002 15331.580000000002 1.5000000000000002 0.5475998096715059 16.500000000000004 227.07703457893106 12594.930000000002 1.5000000000000002 13781.185000000001 decision_type=2 2 2 2 2 2 2 2 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 -6 8 17 11 -11 -4 13 14 16 22 -12 -3 25 29 -9 -22 23 24 -8 -16 -19 -28 -14 -20 right_child=1 7 9 4 5 -7 15 20 -10 10 12 -13 28 -15 18 -17 -18 26 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-11.281275468757368 -7.5921526233704153 0.69686910934862101 -1.6700614440999277 -12.578753613958739 0.15637829298935205 -26.824335257096951 4.0709134219230076 3.9543979490044521 8.0844851127231543 -4.0939663337484955 0.7664297722101161 0.75214221247715529 1.3462452201229815 -0.097454662862451857 2.0201028205402505 0.84302201988517933 4.9924865786414214 1.1126801099526522 3.3213580230555455 -0.31239231932622846 7.7619354689779811 22.744898022755191 -2.3813588391989429 3.2174314951526988 7.745193030205952 4.7258271495176727 -0.019478004759584819 5.1698721490968209 -0.52341642012343403 3.6439911480881637 leaf_weight=54023 4746 5943 4682 2938 594 580 109 118 98 1136 1181 1108 993 1251 130 137 162 571 49 237 154 60 40 308 180 201 200 492 1919 133 leaf_count=54023 4746 5943 4682 2938 594 580 109 118 98 1136 1181 1108 993 1251 130 137 162 571 49 237 154 60 40 308 180 201 200 492 1919 133 internal_value=-0.00242175 0.000112032 -0.000941099 -0.0035213 -0.000856325 0.0033922 0.00652631 0.0025846 0.00212815 1.45644e-05 0.00116234 -0.00145078 0.00188875 0.0032488 0.00530721 0.0111938 0.00326731 0.00188954 0.00896 0.00545107 0.0126265 0.0169346 0.0130801 0.0141575 0.0192526 0.0134018 0.00470942 0.00727168 0.000326922 0.0133626 internal_weight=84473 25564 17928 58909 4886 1948 1368 7636 7304 13182 7392 5790 6256 3344 2093 774 1343 7206 750 419 332 214 637 597 289 331 1263 692 2912 182 internal_count=84473 25564 17928 58909 4886 1948 1368 7636 7304 13182 7392 5790 6256 3344 2093 774 1343 7206 750 419 332 214 637 597 289 331 1263 692 2912 182 is_linear=0 shrinkage=0.04 Tree=70 num_leaves=31 num_cat=0 split_feature=28 28 9 24 28 10 9 30 28 27 2 0 1 21 0 30 21 14 33 30 16 0 19 23 30 15 3 23 21 14 split_gain=142.053 35.8107 59.8506 31.1817 27.6096 20.7352 20.2899 20.6265 11.3923 10.7326 10.4711 10.1189 10.059 10.5959 9.3956 16.9187 8.45203 12.6216 8.10366 16.593 9.7387 8.10778 7.79497 6.56136 8.8615 6.4792 6.3987 6.37896 6.35261 7.84636 threshold=14390.714276099028 12903.021554515448 0.78656609248549325 1422.7 18134.379145298004 0.37940952255126048 -0.78656609248549303 150.32646271076661 16080.595097329728 -526.05500000000018 3.5000000000000004 17.500000000000004 1.0000000180025095e-35 15215.750000000002 17.500000000000004 238.61405803626764 14424.705000000002 1.0000000180025095e-35 11871.690000000001 259.9037234484187 14870.550000000001 12.500000000000002 14571.695000000002 635.21000000000015 196.95649127771932 14373.365000000002 22.500000000000004 1347.3300000000011 14058.780000000002 0.75438814418115718 decision_type=2 2 2 2 2 2 2 2 2 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 12 5 9 7 -3 -7 25 18 16 13 -4 15 -6 17 -9 21 -20 26 -11 28 -8 -25 -2 -21 -5 29 -14 right_child=4 2 3 27 14 8 23 11 -10 10 -12 -13 22 -15 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-25.558045502344054 4.5847856715971798 -2.3478955500654259 12.239997119639117 1.503336415436674 4.6016433532482868 -5.8767835171292306 -5.570107335073752 1.3266291834063169 0.67770586310783176 -0.069398102163819517 -0.00037531808958509382 0.1259940751437921 2.15792205353379 -0.70213853133689574 3.7209816145959791 19.836626915495248 0.5489572801891498 5.9120730051015418 1.3433827540847108 5.7587899532943778 8.3951024209024929 1.6726096313028829 0.28920881483804667 -1.2245227605934572 2.6569261409028506 -0.49100061203946577 1.9207587841391214 -0.48094952909435329 1.668345681263129 4.1504366520589802 leaf_weight=44289 20 4314 146 767 263 2795 14023 271 721 1756 3106 880 62 30 297 104 370 209 800 114 166 3612 139 635 170 3349 161 687 98 119 leaf_count=44289 20 4314 146 767 263 2795 14023 271 721 1756 3106 880 62 30 297 104 370 209 800 114 166 3612 139 635 170 3349 161 687 98 119 internal_value=-0.00240328 -0.00323463 -0.00195114 0.00457422 0.000833178 0.000513252 -0.00259142 -0.000637989 -0.00221388 0.0012461 0.00192074 0.00305202 0.0122963 0.0203182 0.00883132 0.0131117 0.0061647 0.00966667 0.002821 0.00573408 0.0119637 0.00214754 0.00891866 -0.00338765 0.000124223 -0.000699318 0.00734545 0.00141953 0.0127742 0.0172155 internal_weight=84473 67209 22920 2048 17264 16600 20872 6044 3516 13084 9715 1730 594 176 664 367 850 480 6609 1241 441 5368 418 14828 805 3369 275 1454 279 181 internal_count=84473 67209 22920 2048 17264 16600 20872 6044 3516 13084 9715 1730 594 176 664 367 850 480 6609 1241 441 5368 418 14828 805 3369 275 1454 279 181 is_linear=0 shrinkage=0.04 Tree=71 num_leaves=31 num_cat=0 split_feature=28 10 33 30 28 16 17 21 23 34 30 23 29 27 21 9 1 23 14 19 35 10 0 2 26 18 30 11 21 2 split_gain=140.312 39.7389 27.5069 21.4041 35.0838 26.6043 24.4342 17.7413 12.3846 14.6763 10.8085 21.4245 13.9474 13.061 11.7998 16.8191 10.2413 7.84646 7.294 7.05433 10.8452 7.025 6.99802 6.82337 5.97446 5.61331 8.15286 5.35735 5.78749 5.26363 threshold=13503.22671857657 0.60355339059327384 11871.690000000001 284.07751129609005 12597.434461700386 12918.515000000001 10886.285000000002 18462.790000000005 522.4300000000004 19329.415000000005 89.807547722968181 -178.07499999999888 14679.541230583294 -715.32500000000061 14837.290000000003 -0.98296291314453399 1.5000000000000002 1347.3300000000011 0.5475998096715059 15207.930000000002 13630.078809523811 -0.78656609248549325 15.500000000000002 1.0000000180025095e-35 -769.6350000000001 16884.565000000006 423.51703763321285 -0.8783796973249266 15113.085000000001 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=3 2 10 -1 -5 6 -6 8 -4 23 12 -12 -2 -13 15 -15 18 19 -8 20 21 -17 -11 -10 -23 26 -9 -20 -29 -16 right_child=1 -3 7 4 5 -7 16 25 9 22 11 13 -14 14 29 17 -18 -19 27 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-11.917804977458605 -1.9004110401435186 -7.2917943119799622 0.74147137133831664 -14.487534714759523 -0.13866900108996735 -27.734690949388202 4.7833163180553502 3.3229412931663496 6.2107941635310411 5.1431668765285323 -1.7324597099130028 -2.0732537873079697 0.49801382913626241 -3.4901641901604337 2.1829815653395053 0.42758235569595293 2.6243751467762007 0.061529146530414289 2.2211954592584977 0.735136611917239 4.760547164717071 3.7384578894612925 19.972771613314684 1.8940063075654152 2.2701852220130934 17.896679624440374 15.59325013131267 7.7917897296180447 3.6459271801295796 0.19694015787711416 leaf_weight=51529 5405 4416 2367 2809 535 574 162 122 137 103 2719 1058 2865 511 834 377 415 456 32 378 199 347 49 963 1138 76 29 177 20 3671 leaf_count=51529 5405 4416 2367 2809 535 574 162 122 137 103 2719 1058 2865 511 834 377 415 456 32 378 199 347 49 963 1138 76 29 177 20 3671 internal_value=-0.00239097 -8.92993e-05 0.000557216 -0.00354563 -0.000968672 0.00320627 0.00629083 0.00365471 0.0029743 0.00619169 -3.96843e-05 0.000743326 -0.00114631 0.00168625 0.00224447 0.00402114 0.0106898 0.00520207 0.015335 0.0061025 0.00702377 0.00607519 0.0178421 0.00458182 0.00731313 0.0145022 0.0100397 0.0199301 0.0223959 0.00090122 internal_weight=84473 28220 23804 56253 4724 1915 1341 3846 3619 1252 19958 11688 8270 8969 7911 3406 806 2895 391 2439 2061 1862 152 1100 1485 227 151 229 197 4505 internal_count=84473 28220 23804 56253 4724 1915 1341 3846 3619 1252 19958 11688 8270 8969 7911 3406 806 2895 391 2439 2061 1862 152 1100 1485 227 151 229 197 4505 is_linear=0 shrinkage=0.04 Tree=72 num_leaves=31 num_cat=0 split_feature=28 28 23 30 30 28 30 33 28 16 27 0 21 0 29 23 28 15 24 1 0 30 1 0 1 23 21 35 1 16 split_gain=138.792 43.3622 32.4981 30.907 17.18 16.956 14.1995 28.8773 17.2796 24.0246 14.0342 13.2583 19.3073 12.2369 12.1137 11.5376 10.2234 7.98632 7.47093 8.75264 6.47172 11.5483 6.21323 12.3939 5.63372 5.56423 5.51454 5.23651 5.07122 6.284 threshold=13335.249946849081 16011.90123356231 -248.38500000000019 89.807547722968181 578.0696341699296 18401.137131747837 255.37952250649482 11738.040000000003 12774.786675585801 13019.390000000001 -690.12999999999909 17.500000000000004 14424.705000000002 14.500000000000002 12336.683856649079 184.15500000000068 14217.45382495492 12969.390000000001 1422.7 1.0000000180025095e-35 17.500000000000004 223.385399761537 1.5000000000000002 16.500000000000004 2.5000000000000004 1.0000000180025095e-35 18175.910000000003 15267.021755952383 1.0000000180025095e-35 14778.410000000002 decision_type=2 2 2 2 2 2 2 2 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 -2 16 5 26 -1 8 -8 14 -5 12 13 15 -10 -12 -4 -9 19 -17 21 -7 -15 24 -24 -18 -3 -28 -14 -30 right_child=1 4 3 10 -6 20 7 17 9 -11 11 -13 28 22 -16 18 25 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=-13.218910489729232 -5.9911273791496766 0.7481090086196619 -2.9218929270639689 -4.6148440646689561 8.200436490492903 5.8263952246384871 -11.218913418979929 5.0580204233802082 1.1664493650923544 -28.078890607755294 -1.6129791017924433 -0.28074778287825303 2.2848890962736128 3.6891062199623406 4.7331193822980699 8.8084750739606719 1.0940290518352855 -26.565216681246561 1.3680879809683362 2.1124903784352886 5.6414031661875335 20.317465541687167 2.8026223609215584 0.37302861417280236 4.6534204286899348 -0.82006633706651488 2.321688281246546 5.0272218630764218 -0.40115421971796594 1.9558884997835011 leaf_weight=47279 6824 6068 4996 945 88 83 4268 151 515 713 449 2555 726 342 306 71 1191 33 897 223 177 70 86 261 110 2051 355 131 2128 381 leaf_count=47279 6824 6068 4996 945 88 83 4268 151 515 713 449 2555 726 342 306 71 1191 33 897 223 177 70 86 261 110 2051 355 131 2128 381 internal_value=-0.00236918 -0.000250962 -0.00105067 -0.000133702 0.00252897 0.00230447 -0.00361025 -0.00177481 -0.00226956 0.00137158 0.00146326 0.00199344 0.00307085 0.0057581 0.00603654 0.00378049 -0.00191212 0.0138261 0.00584047 0.0113741 0.0111515 0.0171765 0.00981727 0.00676586 0.0143673 -0.000162863 0.00185902 0.00595885 0.00104482 0.000192905 internal_weight=84473 31208 24236 17412 6972 6884 53265 5986 5802 1534 9174 8229 5674 2439 821 1640 8238 184 1191 294 330 153 799 457 196 3242 6554 486 3235 2509 internal_count=84473 31208 24236 17412 6972 6884 53265 5986 5802 1534 9174 8229 5674 2439 821 1640 8238 184 1191 294 330 153 799 457 196 3242 6554 486 3235 2509 is_linear=0 shrinkage=0.04 Tree=73 num_leaves=31 num_cat=0 split_feature=28 23 30 34 28 9 21 21 30 30 30 28 35 30 0 16 30 1 0 21 1 14 14 15 17 1 10 1 0 28 split_gain=132.987 46.7376 33.3712 25.306 21.1286 16.6356 15.295 12.482 10.7354 10.5855 10.5194 22.6132 16.5103 9.83631 9.66394 7.43947 7.0848 6.91919 6.49841 6.46534 6.70382 6.13137 13.7824 6.06158 5.69174 5.5576 6.99491 7.2723 8.07038 6.63908 threshold=13191.005509281193 208.41499999999999 148.81466408233146 19329.415000000005 14710.725798728314 -0.78656609248549303 14030.240000000002 17982.590000000004 68.465771527750888 219.61550725893045 359.07464763700705 12597.434461700386 13212.527857142859 221.46905692324211 17.500000000000004 15827.635000000002 515.52652278222115 1.0000000180025095e-35 16.500000000000004 14356.175000000001 1.0000000180025095e-35 -0.013976481981245173 -0.57077231802681661 14778.410000000002 17982.590000000004 1.0000000180025095e-35 -0.5 2.5000000000000004 15.500000000000002 15868.868719930977 decision_type=2 2 2 2 2 2 2 2 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 4 15 6 5 8 13 25 -2 23 -1 -12 -13 -4 17 -3 -9 -10 -5 20 -14 22 -16 -6 -11 -8 27 -27 -29 -30 right_child=1 2 3 18 9 -7 7 16 14 24 11 12 19 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=-15.077357111863787 -2.507465220815281 -1.0285757893884961 1.3673901840713238 5.4106110363305122 3.0531254996544601 -4.388741789872415 2.2490258874855047 4.610002768104887 3.2596071977237955 -2.5978455062294681 -11.783806061959099 -0.39281663994800575 11.028892364960903 3.347163808620452 -3.6270096786238106 1.5344577259514021 14.872827035132557 1.1854251361215171 19.504766967439515 0.43524697209877344 2.6154211629843944 -13.67769111316335 3.1813509639308628 0.3592074264062956 0.3532548434279395 0.84465071628944255 -0.091005535174114624 1.023818333398008 3.916178616008736 6.9870392900928913 leaf_weight=47966 1309 4638 546 127 199 10221 1291 496 171 2059 1601 423 36 638 333 767 26 630 60 73 178 482 266 5430 560 498 3182 122 87 58 leaf_count=47966 1309 4638 546 127 199 10221 1291 496 171 2059 1601 423 36 638 333 767 26 630 60 73 178 482 266 5430 560 498 3182 122 87 58 internal_value=-0.00236729 -0.00044286 0.00150096 0.00329771 -0.00156787 -0.00254757 0.00290668 0.00205555 -2.6325e-05 2.52173e-05 -0.00367619 -0.00104024 0.00490141 0.0070473 0.00190861 -0.000869566 0.00795402 0.00523845 0.0178182 0.0123066 0.0158131 -0.000558743 0.00214357 0.00100266 -0.0020756 0.00146773 0.000722573 0.00415686 0.00948315 0.0158621 internal_weight=84473 34196 12536 7131 21660 13412 6944 5760 3191 8248 50277 2311 710 1184 1882 5405 522 801 187 287 214 1081 599 5629 2619 5238 3947 765 267 145 internal_count=84473 34196 12536 7131 21660 13412 6944 5760 3191 8248 50277 2311 710 1184 1882 5405 522 801 187 287 214 1081 599 5629 2619 5238 3947 765 267 145 is_linear=0 shrinkage=0.04 Tree=74 num_leaves=31 num_cat=0 split_feature=28 23 30 34 28 9 21 21 30 13 30 15 0 28 9 1 9 34 24 1 17 13 30 0 15 1 10 1 0 28 split_gain=130.675 49.5636 33.8604 21.8313 21.6425 15.1003 14.84 10.8984 10.5256 10.6713 9.99295 9.72646 8.92218 8.79105 34.9114 15.253 10.1986 8.47935 7.8832 8.79475 7.72415 7.31189 6.68207 6.63631 6.10404 6.0161 6.5866 6.20977 7.22609 5.95862 threshold=13127.552947525763 208.41499999999999 148.81466408233146 19329.415000000005 14710.725798728314 -0.78656609248549303 14002.435000000003 17982.590000000004 62.874243494492305 -0.84315017450793706 219.61550725893045 13002.905000000001 17.500000000000004 12671.121891580768 0.78656609248549325 1.0000000180025095e-35 0.98296291314453421 16020.200000000003 1506.0249999999999 1.0000000180025095e-35 13529.180000000002 0.93544191479114935 166.22160433510362 17.500000000000004 14734.650000000003 1.0000000180025095e-35 -0.5 2.5000000000000004 15.500000000000002 15868.868719930977 decision_type=2 2 2 2 2 2 2 2 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 4 20 6 5 8 12 25 -2 -10 24 -7 18 -1 -15 16 -16 -17 19 -4 -3 23 -19 -11 -6 -8 27 -27 -29 -30 right_child=1 2 3 -5 10 11 7 -9 9 21 -12 -13 -14 14 15 17 -18 22 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=-32.952170613091951 -2.8515927226997126 -1.5526564664639 5.495006397734933 13.380828669493495 2.9932393543950613 14.199057076153068 2.2740704543483354 5.1108171242823497 2.2672590094962852 0.80527366084540675 -1.2300920373595337 -4.4216560836398573 0.94797377815795503 -7.2322394100415845 6.3069403924034786 -0.76860151833582668 17.672580341750482 -2.1523396828384969 1.9794477530315828 3.3215701956551595 0.47802829841281963 2.66152399272839 2.7309449401528672 -4.2990818853420603 0.37772136986723914 0.97984543360290077 -0.03154964219558596 0.94399789090628927 3.7595314713683621 6.707557718489209 leaf_weight=40293 1323 3345 63 187 126 22 1318 522 433 531 2619 10963 327 7657 164 455 30 79 592 285 2186 327 271 832 5503 506 3246 123 87 58 leaf_count=40293 1323 3345 63 187 126 22 1318 522 433 531 2619 10963 327 7657 164 455 30 79 592 285 2186 327 271 832 5503 506 3246 123 87 58 internal_value=-0.00236066 -0.000513907 0.00147139 0.00325731 -0.00163834 -0.00257252 0.00290332 0.00205461 -0.000262334 0.00148281 -3.88068e-06 -0.00329722 0.00682873 -0.00370091 -0.00254436 0.00448849 0.0145567 0.00206211 0.00880851 0.0135862 -0.000890256 4.73363e-05 0.00674286 -0.00124138 0.000945815 0.00151517 0.000746268 0.00406201 0.00898507 0.0150345 internal_weight=84473 35524 12845 7314 22679 14431 7127 5860 3446 2123 8248 10985 1267 48949 8656 999 194 805 940 348 5531 1690 350 1363 5629 5338 4020 774 268 145 internal_count=84473 35524 12845 7314 22679 14431 7127 5860 3446 2123 8248 10985 1267 48949 8656 999 194 805 940 348 5531 1690 350 1363 5629 5338 4020 774 268 145 is_linear=0 shrinkage=0.04 Tree=75 num_leaves=31 num_cat=0 split_feature=28 23 30 28 3 15 24 9 9 30 30 17 0 1 15 21 34 0 29 19 33 28 10 1 0 1 15 18 30 0 split_gain=128.453 56.9044 40.5135 23.7691 18.961 17.2928 18.4719 12.1788 12.279 11.5788 11.1024 9.87104 8.26965 7.18726 7.02625 7.00425 6.99053 8.05067 8.46151 9.4988 6.79104 6.65511 5.9388 7.96577 10.7424 7.2391 6.06871 5.84801 7.068 5.68585 threshold=12970.577493321767 177.50500000000014 148.81466408233146 14465.622387771522 22.500000000000004 13177.175000000001 1506.0249999999999 0.91597561503675362 -0.78656609248549303 71.104749899304821 219.61550725893045 13324.900000000001 17.500000000000004 1.5000000000000002 14405.900000000001 14221.945000000002 19194.770000000004 17.500000000000004 17401.461441876749 14826.090000000002 12152.130000000003 16080.595097329728 -0.5 2.5000000000000004 15.500000000000002 1.5000000000000002 16583.985000000004 14445.450000000003 293.56357105367255 12.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 11 7 16 6 15 8 9 -2 14 -3 13 -11 -5 -6 17 18 19 -4 22 -12 23 -7 -25 -24 -26 -22 -29 -16 right_child=1 2 4 10 5 20 -8 -9 -10 12 21 -13 -14 -15 29 -17 -18 -19 -20 -21 27 -23 25 24 26 -27 -28 28 -30 -31 leaf_value=-19.284948381571226 -3.1461714667971559 -2.0177981178136126 4.5129685648847726 4.7380207266439491 4.4583936687273455 0.65176017955601273 1.1688668570196517 13.19419664846779 -4.9591804948463727 1.8303725501950561 -5.9875890952665598 0.38076561159251426 -1.406318964680739 0.56267666789759352 -0.74838402349573596 3.0082669188334763 13.640061484226436 -1.1865154923643026 8.141022184179004 2.1079421005745287 1.3638243184280767 0.086515135110539598 1.3445409071784555 0.393440797162106 3.7817547254503019 -0.73647884115236195 6.6316787559138231 3.2647312750889164 12.230316563518485 0.76793788320977074 leaf_weight=45621 1805 3589 208 48 340 821 774 30 11723 405 1918 2856 971 462 2015 233 166 156 57 477 231 1039 1927 119 118 2085 32 107 72 4068 leaf_count=45621 1805 3589 208 48 340 821 774 30 11723 405 1918 2856 971 462 2015 233 166 156 57 477 231 1039 1927 119 118 2085 32 107 72 4068 internal_value=-0.0023545 -0.000664265 0.00133407 -0.00183696 0.00324978 0.00247908 0.00654194 -0.00279449 -0.0028442 -0.000815812 -0.00021479 -0.00102095 0.00141893 0.00425836 0.000756156 0.011986 0.00821804 0.00682405 0.00856065 0.00732847 0.00148621 -0.00222793 0.0010882 0.00370642 0.0096803 0.000376868 0.0168 0.00643902 0.0118659 0.00063587 internal_weight=84473 38852 14368 24484 7923 6859 1347 15396 15366 3643 9088 6445 1838 867 6131 573 1064 898 742 685 5512 2957 5102 1090 269 4012 150 410 179 6083 internal_count=84473 38852 14368 24484 7923 6859 1347 15396 15366 3643 9088 6445 1838 867 6131 573 1064 898 742 685 5512 2957 5102 1090 269 4012 150 410 179 6083 is_linear=0 shrinkage=0.04 Tree=76 num_leaves=31 num_cat=0 split_feature=28 10 23 33 28 10 0 3 0 30 1 33 23 30 23 1 28 28 30 21 28 2 2 1 9 30 28 0 33 21 split_gain=124.306 34.3725 24.6943 29.5599 21.0058 12.5364 14.5837 11.9718 11.8276 11.4736 11.4001 9.77601 50.2612 9.65321 9.62711 9.35616 8.50882 8.09572 8.02022 8.70473 7.68694 6.93472 6.07272 5.20912 5.05106 11.9136 22.0167 7.18492 5.04863 5.02155 threshold=13503.22671857657 0.60355339059327384 652.44999999999993 10783.020000000002 18134.379145298004 -0.78656609248549325 17.500000000000004 22.500000000000004 15.500000000000002 409.08095719397335 1.0000000180025095e-35 11738.040000000003 138.02500000000057 370.2424809345182 616.50500000000022 1.5000000000000002 12849.152133741138 16080.595097329728 48.600966321248627 14424.705000000002 14465.622387771522 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 -0.78656609248549303 180.74388000140462 12671.121891580768 17.500000000000004 12016.905000000001 14253.685000000003 decision_type=2 2 2 2 2 2 2 2 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 11 16 5 14 7 -7 -9 -5 29 24 -13 21 20 -14 -4 -3 -10 23 -2 -6 28 -20 25 -1 -27 -28 -21 -11 right_child=1 17 3 9 13 6 -8 8 18 10 -12 12 15 -15 -16 -17 -18 -19 19 22 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-5.444641726105325 -2.2524536879309101 -9.7900583744374075 -7.3726440564129279 1.4214691937337003 9.8286477956939393 2.6075773134365234 -0.38656439273812887 0.10169241121101553 -1.8953869986973571 8.61482160929042 1.8572180741281039 -15.330216199355098 11.336590577044751 17.462596034917105 2.4065522296504711 2.2140503289617581 0.4753550241763469 1.0305442165352086 3.9733070992962656 2.031158377837631 -0.10856420685288344 2.7144014930071898 0.19912048564199783 1.8807416479800905 -13.11654861645933 -11.215199108073104 4.7953605048713666 0.69860820572470395 8.5766731003872181 6.5454710309839115 leaf_weight=6109 3474 4180 2086 463 128 952 6306 4801 288 52 220 1927 174 45 251 129 957 236 188 857 4409 491 917 614 43230 523 215 118 83 50 leaf_count=6109 3474 4180 2086 463 128 952 6306 4801 288 52 220 1927 174 45 251 129 957 236 188 857 4409 491 917 614 43230 523 215 118 83 50 internal_value=-0.00233651 -0.000170093 -0.00342332 -0.00032184 0.000431187 0.000229904 0.000915366 0.00197701 0.00145689 0.00659873 0.0123975 -0.00364979 -0.0010583 0.00744578 -0.00103467 0.0140858 -0.00210713 -0.00341123 0.00345164 0.0041384 -0.00128022 0.00614539 0.00263436 0.00762095 -0.00376492 -0.00276526 0.0016542 0.00969369 0.00489362 0.023451 internal_weight=84473 28220 56253 3828 23804 23140 15006 8700 7748 785 322 52425 2230 664 8134 303 3043 4416 2947 2659 7883 619 1857 802 50195 6965 856 333 940 102 internal_count=84473 28220 56253 3828 23804 23140 15006 8700 7748 785 322 52425 2230 664 8134 303 3043 4416 2947 2659 7883 619 1857 802 50195 6965 856 333 940 102 is_linear=0 shrinkage=0.04 Tree=77 num_leaves=31 num_cat=0 split_feature=28 10 33 28 9 18 30 1 30 23 29 30 28 0 27 9 23 21 30 16 30 28 30 1 28 1 13 2 18 13 split_gain=122.983 36.0526 21.6747 18.1378 64.8699 22.1764 17.0472 16.4106 12.7711 17.828 11.8606 11.6694 12.3866 13.292 11.1634 11.6727 11.7138 8.40214 13.0774 8.33593 10.2627 7.31366 6.60546 6.22866 6.19572 5.87569 5.58862 5.35848 5.29485 5.18481 threshold=13335.249946849081 0.60355339059327384 11871.690000000001 12597.434461700386 0.78656609248549325 11019.665000000003 148.81466408233146 1.0000000180025095e-35 62.874243494492305 -178.07499999999888 14679.541230583294 287.2448006396441 17586.67854913693 17.500000000000004 -562.48000000000036 -0.98296291314453399 1347.3300000000011 14837.290000000003 101.13568718993228 12344.695000000002 191.95980974229073 16080.595097329728 267.086923044103 1.0000000180025095e-35 18134.379145298004 1.5000000000000002 0.69676570133721638 3.5000000000000004 11437.615000000002 0.80926549319045582 decision_type=2 2 2 2 2 2 2 2 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 8 -1 19 -6 -7 26 10 -10 -2 24 23 -14 -11 29 17 18 -17 20 -5 -3 -20 -13 -4 -24 -8 -9 -22 -16 right_child=1 21 11 4 5 6 7 27 9 14 -12 12 13 -15 15 16 -18 -19 22 -21 28 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-33.019242537614616 -2.0543381384473101 -9.1936025398486514 0.45767406157371071 -2.6166486592627551 0.55590549186268035 -2.4264586209428147 14.355275801432642 3.4402519682291515 -1.6407969375787246 -1.3777258073659788 0.42538244083455368 3.4402982514270417 13.637974662662018 3.5527749208845139 -2.7260161625927957 0.4947816336726904 -0.32804763956031902 0.805691816144812 1.9052940564225764 -6.071329167904933 1.2100463368133516 0.98932244787386459 4.5460073529526479 1.346404224234623 4.297207882901855 2.129046951274848 7.3056827711597041 2.328954433959098 6.1272052550546121 1.7691370974395133 leaf_weight=39294 4815 4858 2446 583 782 116 111 245 3440 1876 1941 163 124 78 1384 1522 1586 2845 1938 11581 206 236 195 623 455 243 29 211 107 440 leaf_count=39294 4815 4858 2446 583 782 116 111 245 3440 1876 1941 163 124 78 1384 1522 1586 2845 1938 11581 206 236 195 623 455 243 29 211 107 440 internal_value=-0.00233462 -0.000340683 0.000259783 -0.00350286 -0.00226498 0.00561178 0.0107191 0.0134497 -0.000222273 0.000411402 -0.00167318 0.00301466 0.00676923 0.015604 0.00113758 0.00166138 0.00229607 0.00302358 0.00422986 -0.00320814 0.000508928 -0.00341893 0.00608417 0.00449873 0.00173595 0.0105205 0.0254286 0.00977193 0.00635144 -0.00123684 internal_weight=84473 31208 26114 53265 13971 1494 712 596 22225 15469 6756 3889 988 202 12029 10153 8329 6743 3898 12477 896 5094 2376 786 2901 438 140 456 313 1824 internal_count=84473 31208 26114 53265 13971 1494 712 596 22225 15469 6756 3889 988 202 12029 10153 8329 6743 3898 12477 896 5094 2376 786 2901 438 140 456 313 1824 is_linear=0 shrinkage=0.04 Tree=78 num_leaves=31 num_cat=0 split_feature=28 23 30 28 3 15 24 9 13 9 15 21 17 30 28 35 30 0 33 19 28 28 27 3 1 18 30 21 10 1 split_gain=121.333 53.0875 33.5627 22.0611 16.0278 14.387 16.3105 14.2021 13.7378 9.90781 9.17566 8.67403 8.25397 7.8152 18.1371 17.1521 7.26048 6.57515 6.32773 5.89042 5.88079 5.84397 8.18487 5.64231 5.46633 5.4352 6.23271 5.36834 4.93887 7.22071 threshold=12937.065494019858 177.50500000000014 148.81466408233146 14710.725798728314 22.500000000000004 13177.175000000001 1506.0249999999999 -0.91597561503675329 -0.89406062840022227 0.91597561503675362 14778.410000000002 14221.945000000002 13324.900000000001 359.07464763700705 12451.377824225909 12918.033534226193 219.61550725893045 17.500000000000004 12186.235000000002 14101.025000000003 16011.90123356231 17586.67854913693 26.550000000000185 93.500000000000014 1.5000000000000002 14445.450000000003 293.56357105367255 14708.040000000003 -0.5 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 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 3 12 7 19 6 11 8 -2 -9 -5 -6 -3 -1 -15 -16 -12 23 28 -4 -18 -21 -23 -10 27 -20 -27 -17 29 -7 right_child=1 2 4 10 5 18 -8 9 17 -11 16 -13 -14 14 15 24 20 -19 25 21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-20.898353464724682 2.9084025048942928 -1.7864308419619557 4.8075796623682132 3.1463675072577546 4.1753839295706419 0.5614614130956942 1.0607930328378843 -3.8519314032224679 4.4212586003239833 11.035222991059438 0.25539456600468774 2.5031533983755669 0.37153266864514917 -12.25650440285801 -1.3823199039874887 6.0865661323217193 -5.6620290808891252 -3.9132005206468894 1.0077970924768305 2.1054409923189747 0.065828644123290675 0.49512741395540377 11.863518730784953 0.48729814554754775 1.417230397017299 2.8760930343858799 11.38143927857589 -0.49506057610135357 0.15080654778468136 3.8524768642507361 leaf_weight=42943 219 3680 140 191 373 827 814 15111 37 37 5205 244 2856 1427 311 125 1472 966 211 663 1093 89 180 634 129 96 69 20 4040 271 leaf_count=42943 219 3680 140 191 373 827 814 15111 37 37 5205 244 2856 1427 311 125 1472 966 211 663 1093 89 180 634 129 96 69 20 4040 271 internal_value=-0.0023313 -0.00071441 0.0012058 -0.00183377 0.00294025 0.00223758 0.00581132 -0.00264738 0.000655171 -0.00305202 -9.59688e-05 0.0107164 -0.000921666 -0.00375264 -0.0013161 0.00461538 -0.000308881 -0.000603544 0.00131012 0.00749254 -0.00205068 0.00634335 0.011316 0.00243815 0.0119124 0.00631915 0.0117576 0.0172414 0.000943557 0.0033224 internal_weight=84473 39518 14553 24965 8017 6945 1431 17004 1856 15148 7961 617 6536 44955 2012 585 7770 1637 5514 1072 2565 932 269 671 274 376 165 145 5138 1098 internal_count=84473 39518 14553 24965 8017 6945 1431 17004 1856 15148 7961 617 6536 44955 2012 585 7770 1637 5514 1072 2565 932 269 671 274 376 165 145 5138 1098 is_linear=0 shrinkage=0.04 Tree=79 num_leaves=31 num_cat=0 split_feature=28 23 30 28 21 35 9 34 1 9 30 15 30 17 35 30 0 19 29 27 2 33 1 28 27 13 3 1 10 26 split_gain=119.528 57.4352 36.0516 23.7136 19.2703 21.7867 14.9065 12.2091 10.8834 10.6933 11.3615 10.5404 9.19512 9.04862 8.31687 8.04103 7.77538 7.50487 7.00606 8.54654 6.96432 7.44979 6.84418 6.15746 5.43711 5.08198 5.64343 4.98669 8.88346 4.94132 threshold=12794.062829049119 177.50500000000014 156.50748761161825 14390.714276099028 14058.780000000002 12855.210267857143 0.91597561503675362 19129.195000000003 1.0000000180025095e-35 -0.78656609248549303 70.18903234299988 14405.900000000001 229.00104725483513 13324.900000000001 13293.174910714288 148.81466408233146 17.500000000000004 14486.785000000002 17007.163500415681 200.35499999999868 1.0000000180025095e-35 11452.420000000002 1.5000000000000002 16080.595097329728 64.175000000001106 0.94704596667653973 92.500000000000014 1.5000000000000002 -0.5 447.86500000000075 decision_type=2 2 2 2 2 2 2 2 2 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 13 6 5 -4 9 20 24 10 -2 14 -13 -3 -5 -8 22 -10 -9 -20 21 -6 -12 -14 -7 -18 -27 -22 -29 -23 right_child=1 2 4 11 7 8 15 18 17 -11 16 12 23 -15 -16 -17 25 -19 19 -21 27 29 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-23.330913560790538 -3.296590322567917 -1.8220804477145784 1.3790754897000093 4.5069658636868626 1.5240840390266666 1.0431891277710303 -0.65491385528243473 1.9825013101050115 3.0588433410224103 -4.7250921259294323 1.9187475046299927 0.16279120738176964 -6.5256802069123738 0.36597444132027329 -1.7520119789626418 14.451852135079667 -2.848876301551436 1.655973506329715 4.1228049930213899 15.581905213278915 1.2546870985567313 3.0024247264339796 0.17701526959468755 0.078980121431147729 10.605543358574712 -7.5254644033208109 3.6734747282277436 1.9635904068005992 -1.0793823855049209 5.1423063716968462 leaf_weight=42291 2149 4178 1330 96 719 20 26 192 296 13204 458 6602 1847 2990 53 39 863 247 67 93 2332 166 519 898 134 60 88 464 1941 111 leaf_count=42291 2149 4178 1330 96 719 20 26 192 296 13204 458 6602 1847 2990 53 39 863 247 67 93 2332 166 519 898 134 60 88 464 1941 111 internal_value=-0.00232893 -0.000822342 0.00113612 -0.00193473 0.00296252 0.0063404 -0.0028119 0.0018373 0.0120689 -0.00288357 -0.00110902 -0.000326875 -0.000495133 -0.000930805 0.0102282 0.0163077 0.00107042 0.009407 0.00906818 0.01525 0.00139334 0.00443373 0.00361515 -0.0024408 0.0214545 -0.00138872 0.00545946 0.000754063 -0.000523909 0.0100072 internal_weight=84473 42182 15280 26902 8112 2027 17406 6085 697 17341 4137 9496 9347 7168 149 65 1988 543 352 160 5733 996 977 2745 154 1011 148 4737 2405 277 internal_count=84473 42182 15280 26902 8112 2027 17406 6085 697 17341 4137 9496 9347 7168 149 65 1988 543 352 160 5733 996 977 2745 154 1011 148 4737 2405 277 is_linear=0 shrinkage=0.04 Tree=80 num_leaves=31 num_cat=0 split_feature=21 28 23 30 30 28 9 33 21 14 19 15 1 14 28 30 23 30 25 20 2 0 27 9 9 28 30 30 0 0 split_gain=115.586 32.6496 27.129 26.882 16.3141 16.0988 24.7159 13.2006 22.1533 16.9279 14.933 15.2394 12.3767 8.71724 8.19954 8.02013 7.9064 13.4693 6.77149 6.13701 5.64185 7.34508 5.4473 5.20357 7.7156 4.96904 4.82499 4.64565 5.17413 6.55769 threshold=13219.400000000001 15733.915445903047 -45.699999999999811 78.049919785949655 578.0696341699296 12830.211592140166 0.78656609248549325 10498.090000000002 14424.705000000002 0.57605713708605399 15153.760000000002 11957.865000000003 1.0000000180025095e-35 0.83730377313544024 18134.379145298004 370.2424809345182 81.545000000000996 196.95649127771932 -922.77499999999952 14575.270000000002 1.0000000180025095e-35 17.500000000000004 104.89500000000045 -0.98296291314453399 -0.78656609248549303 12970.577493321767 287.2448006396441 90.899998896631033 17.500000000000004 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 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 16 25 9 23 11 -11 19 -8 -3 20 -7 27 -19 -13 21 -16 -20 -9 -25 -5 -26 -18 29 -29 right_child=1 4 3 7 -6 6 13 8 -10 10 -12 12 -14 -15 15 -17 17 18 22 -21 -22 -23 -24 24 26 -27 -28 28 -30 -31 leaf_value=-26.115496045628888 -3.7360035632021384 0.49936703952378547 -2.2339398561832615 -4.5991300184694728 4.1205318165694038 -4.5055538933185311 1.712717384547437 -2.926016490350317 -0.14232073217413121 -3.2005384841738267 0.5819566273612129 13.869387757583711 3.0588118063663035 6.2615883490787096 12.20038453154964 15.24169765763061 -2.5866786900892618 4.6918217647196414 -0.71671987074693411 3.506574338590474 2.2492198075807357 3.231754083558863 4.245256202670908 2.7788642969416113 -0.011001955354399625 0.016396330263823939 2.3749578678441527 -0.25986441230125495 -2.8066445899838306 2.662597101014204 leaf_weight=40089 9827 7448 5222 1154 117 7353 276 286 3492 87 343 89 441 117 59 42 1658 45 88 57 491 64 85 650 978 2551 464 245 451 204 leaf_count=40089 9827 7448 5222 1154 117 7353 276 286 3492 87 343 89 441 117 59 42 1658 45 88 57 491 64 85 650 978 2551 464 245 451 204 internal_value=-0.00231946 -0.000510544 -0.00121384 -0.000188189 0.00168301 -0.00352975 -0.00213724 0.000969788 0.00200552 0.00430633 0.00862537 0.0120831 0.0143986 0.00770483 0.0014689 0.0057561 -0.0025191 -0.000700289 0.00884404 0.0244931 0.00459935 0.0122602 0.00524855 0.00245921 0.00315105 -0.000955467 0.00152011 -0.00151368 0.000799999 0.00383964 internal_weight=84473 33862 25641 15814 8221 50611 10522 10592 6887 3395 1017 674 587 393 8104 656 10129 2776 218 146 614 123 173 2378 2092 3705 1442 2558 900 449 internal_count=84473 33862 25641 15814 8221 50611 10522 10592 6887 3395 1017 674 587 393 8104 656 10129 2776 218 146 614 123 173 2378 2092 3705 1442 2558 900 449 is_linear=0 shrinkage=0.04 Tree=81 num_leaves=31 num_cat=0 split_feature=28 23 30 28 21 35 10 19 9 34 0 1 30 28 30 1 9 30 0 30 14 28 10 28 34 2 29 30 32 16 split_gain=114.738 61.6768 39.2538 26.9123 25.8067 30.3618 15.6565 13.1979 11.4085 11.2294 10.2831 10.0153 9.53651 8.67214 9.01433 8.45574 7.02751 11.6044 6.70557 7.95933 7.06284 8.0962 6.70262 6.62358 6.41422 6.18208 6.0995 5.4466 6.85247 5.17581 threshold=12551.101701841564 177.50500000000014 206.83789986547899 14001.148534945592 14185.015000000001 12838.58148809524 0.60355339059327384 14960.125000000002 0.91597561503675362 14533.590000000002 12.500000000000002 1.5000000000000002 172.78562368400551 15733.915445903047 257.58892766103355 1.0000000180025095e-35 -0.78656609248549303 95.315741031490674 17.500000000000004 42.988099461910373 0.063390085881955341 15805.474552509268 -0.5 16080.595097329728 19329.415000000005 5.5000000000000009 17401.461441876749 87.67425648389785 2170.0068632555285 11567.475 decision_type=2 2 2 2 2 2 2 2 2 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 9 8 5 29 10 15 16 -3 -5 13 -10 -6 -15 -7 17 -2 19 -12 -20 -22 -13 -8 -24 -23 -16 -11 -29 -4 right_child=1 2 4 6 11 7 23 -9 12 27 18 22 -14 14 26 -17 -18 -19 20 -21 21 25 24 -25 -26 -27 -28 28 -30 -31 leaf_value=-30.964211769544296 -3.2708501148559721 -2.0355971171659228 -0.084745046472962715 -1.17460265675177 1.2263972672464818 12.453558572446873 -9.2427828470709663 1.8783516836785783 -0.31275579589263408 -0.65419142925744223 -0.18684598232712407 2.6553486113996407 12.439812017615884 1.3021464786269825 3.2197597003286034 3.5342695428274817 -5.3574918532172697 0.71883824372264449 2.1912957906290633 1.5139113378711444 -6.2374061913574836 0.06861505097691746 -0.72024737349583279 0.92398251775580298 14.617806284873655 2.1056398734763104 10.138382049333913 0.40954174795203913 3.0386810604957306 2.3838291929323479 leaf_weight=38628 2884 3580 535 2941 1427 130 2425 256 72 2352 1089 357 55 276 487 497 13326 1223 459 2456 1035 1284 2067 236 64 49 58 3298 330 597 leaf_count=38628 2884 3580 535 2941 1427 130 2425 256 72 2352 1089 357 55 276 487 497 13326 1223 459 2456 1035 1284 2067 236 64 49 58 3298 330 597 internal_value=-0.00229768 -0.000944488 0.00102973 -0.00203481 0.00336483 0.00715633 -0.000572575 0.0127157 -0.00303189 -0.000619248 0.000200579 0.00175169 0.00891338 0.00368683 0.00696224 0.0158405 -0.00311891 -0.00167227 0.00110358 0.00226234 -0.000349488 -0.00122973 3.21448e-06 -0.00327847 -0.000846552 0.000831207 0.00994495 0.000441471 0.00141345 0.00281979 internal_weight=84473 45845 16311 29534 6751 2015 11974 883 17560 9560 9313 4736 127 2248 821 627 17433 4107 6372 3545 2827 2368 2488 2661 2131 1333 545 5980 3628 1132 internal_count=84473 45845 16311 29534 6751 2015 11974 883 17560 9560 9313 4736 127 2248 821 627 17433 4107 6372 3545 2827 2368 2488 2661 2131 1333 545 5980 3628 1132 is_linear=0 shrinkage=0.04 Tree=82 num_leaves=31 num_cat=0 split_feature=28 23 30 28 0 30 3 15 17 0 24 21 1 10 30 21 14 31 28 9 13 28 33 28 9 1 30 9 1 34 split_gain=111.444 54.222 40.9969 26.9413 20.2526 16.2524 13.5206 9.63745 8.68263 8.20395 16.2794 14.8802 9.63791 8.36906 7.46596 7.18725 7.0553 8.32369 6.95202 6.75404 10.6528 5.43427 5.32548 4.80814 23.499 22.4658 12.444 6.62611 9.35314 4.76076 threshold=12648.18640638915 77.075000000000742 99.95327937655928 14670.097157906441 6.5000000000000009 382.08722825520391 20.500000000000004 14778.410000000002 13414.055000000002 17.500000000000004 1465.9900000000009 14424.705000000002 1.0000000180025095e-35 -0.5 229.00104725483513 14058.780000000002 1.0000000180025095e-35 12951.149791666669 16743.512839067673 -0.91597561503675329 -0.89406062840022227 16080.595097329728 10526.230000000001 12324.378879436466 0.91597561503675362 1.0000000180025095e-35 167.80231598614546 0.98296291314453421 1.5000000000000002 19210.725000000002 decision_type=2 2 2 2 2 2 2 2 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 3 8 19 5 -4 29 22 -3 10 11 12 13 -8 -9 -7 -14 -18 -13 20 -2 -16 -5 -1 -25 26 -26 -27 -29 -6 right_child=1 2 4 7 6 15 9 14 -10 -11 -12 18 16 -15 21 -17 17 -19 -20 -21 -22 -23 -24 24 25 27 -28 28 -30 -31 leaf_value=-37.295705265941272 3.0927699591283937 -2.7641490048409056 13.629180577148341 3.8855488778942089 2.6958604471226351 1.910732394659195 1.8210202617834943 0.25712702437225426 -0.0094629815539575748 -0.25563369808398495 0.14874680033853507 0.50339097155998525 0.77001217890280871 6.0566597850677217 -4.8396443637589792 -0.27862941646973421 4.7529302722546474 1.9863768662979928 3.1646568200787968 -4.3774746995390696 -0.97755450916264708 0.053157895627769972 2.0049017632042827 -11.417506354258526 -8.2716209939309486 -2.5533629243351039 8.4950244137934057 6.2437782813979563 -0.13370617071247989 13.186361189218189 leaf_weight=35631 121 4321 89 32 1020 169 131 4738 2801 3414 4015 1610 485 170 1420 119 195 363 519 16144 1511 859 169 3794 33 254 111 46 91 98 leaf_count=35631 121 4321 89 32 1020 169 131 4738 2801 3414 4015 1610 485 170 1420 119 195 363 519 16144 1511 859 169 3794 33 254 111 46 91 98 internal_value=-0.00230242 -0.000925843 0.000653926 -0.00215956 0.0020434 0.0111724 0.00175707 -9.86432e-05 -0.00176467 0.00132746 0.00206838 0.00407371 0.00736905 0.0136744 -0.000346018 0.00655555 0.00554938 0.00861649 0.00199342 -0.0029964 -0.000544119 -0.00222729 0.00853731 -0.00383584 -0.00257704 0.00527103 0.0187778 0.000296674 0.00738686 0.00594633 internal_weight=84473 44513 19519 24994 12397 377 12020 7218 7122 10902 7488 3473 1344 301 7017 288 1043 558 2129 17776 1632 2279 201 39960 4329 535 144 391 137 1118 internal_count=84473 44513 19519 24994 12397 377 12020 7218 7122 10902 7488 3473 1344 301 7017 288 1043 558 2129 17776 1632 2279 201 39960 4329 535 144 391 137 1118 is_linear=0 shrinkage=0.04 Tree=83 num_leaves=31 num_cat=0 split_feature=28 23 30 28 21 35 10 19 9 0 1 34 2 33 16 15 24 28 1 0 30 21 35 28 23 30 0 14 28 14 split_gain=110.161 58.8753 34.2786 28.6425 24.3392 25.1125 18.6852 14.8966 14.6297 11.5925 11.397 9.95556 9.21053 9.16965 8.00967 6.74118 6.72658 6.56965 6.44964 6.34653 10.5968 6.38488 6.10286 5.72238 5.47226 12.4101 8.41167 5.23865 8.08984 7.01087 threshold=12427.67093351187 222.76000000000025 215.90635306081052 13670.737119907903 14424.705000000002 12855.210267857143 0.60355339059327384 14960.125000000002 0.98296291314453421 12.500000000000002 1.5000000000000002 14533.590000000002 4.5000000000000009 12186.235000000002 11567.475 12952.535000000002 1138.6899999999998 16011.90123356231 1.5000000000000002 17.500000000000004 42.988099461910373 10752.300000000001 13538.390498511908 15301.488759226859 14.335000000000038 107.53922318696227 17.500000000000004 0.063390085881955341 15805.474552509268 -0.55656394595157355 decision_type=2 2 2 2 2 2 2 2 2 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 11 8 5 14 9 10 24 -5 16 -3 -10 18 -4 -16 -7 -8 -6 20 -11 -22 -18 -15 -2 -26 -27 29 -29 -21 right_child=1 2 4 6 13 7 17 -9 12 19 -12 -13 -14 23 15 -17 22 -19 -20 27 21 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=-32.656221859972973 -6.1166840704751539 -2.002856860913294 -0.27910530883512397 -1.2106094570621386 1.3443535962231747 8.7423872815696164 -9.2765958734949923 1.571008097057526 13.293034450607232 -0.43590435211110728 2.0824725833774758 0.17974200888895173 -3.427849603854066 -1.5957866698078775 4.3071996320906418 1.4315590411634622 1.919788381548587 0.76626392879353189 -0.65095277244344685 -1.86495677032175 4.1708654048312317 1.2157267309965969 6.4943364957184331 4.5091785971573728 -3.3794293730095761 2.5456785682107226 -2.2055918736421125 -6.0917119717373476 0.17317862042053273 2.6940621493969967 leaf_weight=36963 12002 3292 716 3775 1680 210 3300 322 36 1557 425 5672 21 111 177 441 109 258 1876 276 30 3389 85 467 3375 515 426 1165 1359 443 leaf_count=36963 12002 3292 716 3775 1680 210 3300 322 36 1557 425 5672 21 111 177 441 109 258 1876 276 30 3389 85 467 3375 515 426 1165 1359 443 internal_value=-0.00229958 -0.00102547 0.000990052 -0.00200921 0.00317329 0.00630181 -0.000779836 0.0106308 -0.00317679 -2.468e-05 0.0134668 -0.000622045 0.0170526 0.00129269 0.00256672 0.00590291 0.0182772 -0.00332546 0.000533182 0.000818103 0.00171543 0.0029611 0.0129072 0.0059654 -0.00324746 -0.00202595 0.00203613 -0.000558743 -0.0014168 0.00245341 internal_weight=84473 47510 15583 31927 6619 2485 15552 1151 16375 11994 829 8964 57 4134 1334 618 404 3558 3556 8219 4976 3419 194 578 16318 4316 941 3243 2524 719 internal_count=84473 47510 15583 31927 6619 2485 15552 1151 16375 11994 829 8964 57 4134 1334 618 404 3558 3556 8219 4976 3419 194 578 16318 4316 941 3243 2524 719 is_linear=0 shrinkage=0.04 Tree=84 num_leaves=31 num_cat=0 split_feature=28 23 30 28 10 21 35 24 9 19 0 28 2 1 2 33 33 0 30 28 9 0 3 0 20 30 18 14 21 19 split_gain=106.721 57.3615 31.0512 26.858 18.0998 16.6996 31.2253 15.6823 14.5944 11.8083 10.5487 10.2481 9.21053 7.88369 7.74245 7.68528 7.59479 6.20114 9.36477 5.94643 5.84217 7.47115 5.58042 5.45225 5.32748 5.20972 5.1317 6.16578 4.77779 4.28396 threshold=12427.67093351187 222.76000000000025 159.63214619215944 13670.737119907903 0.60355339059327384 14058.780000000002 12838.58148809524 438.93000000000035 0.98296291314453421 14826.090000000002 12.500000000000002 14357.051493374422 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 11452.420000000002 12693.065000000001 17.500000000000004 42.988099461910373 16011.90123356231 -0.91597561503675329 17.500000000000004 95.500000000000014 16.500000000000004 14272.565000000002 423.51703763321285 10566.135 -0.022575793296316496 10752.300000000001 13551.240000000002 decision_type=2 2 2 2 2 2 2 2 2 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 11 8 10 6 26 25 20 13 -5 -3 -10 24 15 -7 -16 18 -12 -6 21 22 -2 -18 -9 29 -4 -28 -20 -8 right_child=1 2 5 4 19 14 7 9 12 -11 17 -13 -14 -15 16 -17 23 -19 28 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-31.34997298557402 4.5562882394933455 -2.1078758203098298 -0.36031393404678547 -1.1621850787796317 -8.905532038555215 1.3815751736849786 10.912081200791118 9.3683452960322828 12.761313072582928 0.68614675802775893 -0.41846817802667491 0.26934936269382997 -3.290735619699936 2.6031414945840594 0.25186078451322791 4.3851883649151233 1.5421487528233686 -0.32753123132185358 4.004030788638004 0.73561337164178375 -5.174035863459765 -5.0772249659354225 0.33767901078201945 12.388862029318956 3.9034092683836308 1.2099761907607249 0.95256881105006819 3.5317960531554151 1.1670976617567645 6.7702752546611134 leaf_weight=36963 56 3817 623 3775 3300 714 58 68 36 278 1557 3088 21 455 4741 299 128 3243 30 258 14464 1005 793 69 60 20 900 199 3389 66 leaf_count=36963 56 3817 623 3775 3300 714 58 68 36 278 1557 3088 21 455 4741 299 128 3243 30 258 14464 1005 793 69 60 20 900 199 3389 66 internal_value=-0.00230478 -0.00105073 0.000938714 -0.00202174 -0.000831277 0.00253146 0.00512358 0.0107264 -0.00315237 0.00868293 -8.8045e-05 -0.001063 0.0170526 0.0119177 0.00134364 0.00452912 0.000690157 0.000715901 0.00160289 -0.00333671 -0.00322294 -0.00110895 0.00165371 0.00838579 0.0206875 0.0229444 0.00185366 0.00349772 0.00277391 0.026 internal_weight=84473 47510 15583 31927 15552 8678 2727 1005 16375 861 11994 6905 57 583 5951 1013 4938 8219 4976 3558 16318 1854 849 197 128 144 1722 1099 3419 124 internal_count=84473 47510 15583 31927 15552 8678 2727 1005 16375 861 11994 6905 57 583 5951 1013 4938 8219 4976 3558 16318 1854 849 197 128 144 1722 1099 3419 124 is_linear=0 shrinkage=0.04 Tree=85 num_leaves=31 num_cat=0 split_feature=21 23 33 28 28 2 34 23 30 28 16 30 28 9 33 1 0 28 13 28 33 15 2 21 10 36 0 18 31 0 split_gain=106.585 34.6516 27.0166 26.7082 19.2752 13.0784 10.9888 10.98 17.1437 8.567 11.1012 11.2888 8.33756 7.48106 8.47157 6.77111 12.9344 19.8029 8.15212 6.02058 4.98527 4.96778 4.95626 5.22063 4.91421 5.97492 7.20179 4.45245 4.344 6.02503 threshold=12798.890000000001 177.50500000000014 11436.810000000001 13111.032299334076 15422.537561982474 1.0000000180025095e-35 13923.510000000002 -110.14000000000031 77.126830623805958 12919.503949185118 12809.685000000003 159.63214619215944 13841.823640646571 -0.60355339059327362 12250.875000000002 1.0000000180025095e-35 7.5000000000000009 12168.085611043063 -0.61237985104942771 12919.503949185118 12693.065000000001 15514.375000000002 3.5000000000000004 14185.015000000001 -0.12940952255126037 1733.3628006341498 14.500000000000002 11437.615000000002 14785.929166666667 17.500000000000004 decision_type=2 2 2 2 2 2 2 2 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 6 22 7 28 -3 -2 12 -1 11 -11 -9 19 -15 16 17 -8 -19 -10 -7 -6 23 -4 25 -12 -27 -13 -5 -30 right_child=1 2 3 5 21 20 15 8 13 10 24 27 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-24.953920726921705 -4.9133274230803758 -2.1725327468887023 7.1932662699532344 2.1019119708118699 2.2612399688015632 0.65503307114483988 -6.2502942772169021 -3.5160068884662077 -3.8301973613167957 -2.2082345627440563 -1.5073453627057365 2.4627697528685308 -0.01388835626102258 -2.7518825015116914 8.1972050343052647 -0.2116238445480457 0.61833380164082419 8.9142993493502001 5.0548137416827625 1.5602822117500141 4.8725633204645193 0.062198326976961579 4.0382148504499256 0.60099504337457488 -9.9944308839783638 0.52396763541463554 3.5714914334911225 5.3329902899274169 11.055940239158408 6.8644782649186382 leaf_weight=38298 10210 2862 134 263 124 3048 94 4876 335 191 1151 96 1503 1222 57 7544 2301 71 90 1769 267 5121 112 21 2119 302 62 83 93 54 leaf_count=38298 10210 2862 134 263 124 3048 94 4876 335 191 1151 96 1503 1222 57 7544 2301 71 90 1769 267 5121 112 21 2119 302 62 83 93 54 internal_value=-0.00229389 -0.000870836 0.000527544 0.00340481 -0.001811 0.00252886 -0.000358588 -0.00237773 -0.00141856 -0.00371254 -0.00195205 0.00464865 -0.00263929 0.000883239 -0.00152932 0.000261385 0.00204069 0.0105882 0.0191056 0.00234981 0.00169532 0.000346996 0.0156255 0.0202581 -0.00262411 -0.000884489 0.00358242 0.0118659 0.00926829 0.0147755 internal_weight=84473 42171 16954 3992 25217 3725 12962 19972 9762 42302 4004 370 6379 3383 1279 10100 2556 255 161 2104 3315 5245 267 155 3634 1515 364 179 410 147 internal_count=84473 42171 16954 3992 25217 3725 12962 19972 9762 42302 4004 370 6379 3383 1279 10100 2556 255 161 2104 3315 5245 267 155 3634 1515 364 179 410 147 is_linear=0 shrinkage=0.04 Tree=86 num_leaves=31 num_cat=0 split_feature=28 23 30 28 21 35 10 1 20 9 30 34 24 0 1 28 9 30 23 0 30 28 10 1 19 16 15 32 21 22 split_gain=107.77 56.6289 32.2743 26.3268 22.7743 27.7034 17.8424 16.0125 14.023 11.2763 11.1688 9.82564 9.77119 9.1746 7.87364 6.83525 6.54085 10.1455 11.703 6.11254 6.35242 5.76784 5.49387 5.48292 5.22783 4.76161 5.17585 4.69549 5.25862 5.73471 threshold=12350.529243248669 177.50500000000014 206.83789986547899 13772.673722993732 14185.015000000001 12838.58148809524 0.60355339059327384 1.0000000180025095e-35 14105.080000000002 0.91597561503675362 172.78562368400551 14533.590000000002 578.85000000000048 12.500000000000002 1.5000000000000002 17206.182551322992 -0.60355339059327362 102.28310838274705 -125.41499999999995 17.500000000000004 42.988099461910373 16011.90123356231 -0.5 1.0000000180025095e-35 14826.090000000002 11567.475 13308.720000000003 1181.9452794055767 14424.705000000002 13684.925000000001 decision_type=2 2 2 2 2 2 2 2 2 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 11 9 5 25 13 8 -7 16 -11 -3 -9 -5 15 -6 17 -2 -19 20 -15 -8 -16 -12 -14 -4 -27 -20 29 -29 right_child=1 2 4 6 14 7 21 12 -10 10 23 -13 24 19 22 -17 -18 18 27 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-31.612386372056498 -3.2626218689795348 -1.9031124185482819 0.070510018164375604 -1.0529097002264662 1.3100238670991824 10.709774934922359 -8.5203519254226805 3.3614353268073036 3.7554841512698225 -0.70227468580078356 12.608484710434755 0.1453496806979919 2.0737825337099913 -0.17777589218079867 2.4878512499714955 5.4155560334838198 -6.0203194859837748 -10.470835488111195 0.35761388880890282 -0.2685308162977661 1.2313081636881931 0.70370090369699867 -0.60352251856341588 3.076164642280681 -0.017675098126569963 3.077645672521427 0.86882971400187059 1.6832966374476659 -0.43292489906660192 5.1090580133021897 leaf_weight=35964 4729 3889 786 3446 1973 117 2968 233 128 121 21 6058 378 1384 358 295 10879 652 526 3026 2903 258 2153 53 192 322 292 152 95 122 leaf_count=35964 4729 3889 786 3446 1973 117 2968 233 128 121 21 6058 378 1384 358 295 10879 652 526 3026 2903 258 2153 53 192 322 292 152 95 122 internal_value=-0.00228064 -0.00105045 0.00079562 -0.00206223 0.00282994 0.00596732 -0.000770827 0.0108855 0.0198367 -0.00310317 0.00646154 -0.000682418 0.00815442 1.15243e-05 0.00122285 0.00293122 -0.00321189 -0.00218356 0.000628312 0.000813345 0.00178493 -0.00338004 -0.000320192 0.0187027 0.00533333 0.00228571 0.00492508 0.00359776 0.00705691 0.00986861 internal_weight=84473 48509 17174 31335 7227 2448 13985 1048 245 17350 195 9947 803 10759 4779 2268 17155 6276 1547 7313 4287 3226 2511 74 570 1400 614 895 369 274 internal_count=84473 48509 17174 31335 7227 2448 13985 1048 245 17350 195 9947 803 10759 4779 2268 17155 6276 1547 7313 4287 3226 2511 74 570 1400 614 895 369 274 is_linear=0 shrinkage=0.04 Tree=87 num_leaves=31 num_cat=0 split_feature=28 10 30 28 0 1 27 1 0 21 0 0 29 29 21 21 14 30 23 13 28 28 2 9 0 21 29 2 15 16 split_gain=105.431 55.1041 47.9066 38.0074 32.2665 32.3541 18.5644 12.1472 19.2534 11.7738 9.2114 16.3666 10.8205 8.71919 6.7815 6.24046 6.18944 6.02082 5.69046 5.63866 5.63129 4.72329 4.55508 4.16566 8.76323 7.19672 5.0008 4.45022 3.96758 3.89315 threshold=12350.529243248669 0.60355339059327384 107.53922318696227 13841.823640646571 6.5000000000000009 1.0000000180025095e-35 -233.59500000000023 1.0000000180025095e-35 7.5000000000000009 14221.945000000002 12.500000000000002 17.500000000000004 17401.461441876749 18192.918301765119 13092.230000000001 14221.945000000002 -0.065537083312030994 305.24786635014897 827.44499999999982 0.83849049182116964 16149.12625297575 15671.735963816345 1.0000000180025095e-35 -0.98296291314453399 16.500000000000004 14546.530000000001 16090.095148917429 5.5000000000000009 18462.790000000005 11273.730000000001 decision_type=2 2 2 2 2 2 2 2 2 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 18 8 9 29 -9 12 14 23 16 -7 -12 28 -6 -13 -3 -21 -5 26 27 -26 -10 -25 -14 -8 right_child=1 20 4 22 6 15 7 10 13 -11 11 19 17 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-30.347890917174226 -3.2779244029802026 -9.2189763962208673 12.277021770340019 1.1419186133853041 -1.2318351666195946 2.0574950903522486 8.4479732067118611 -0.27228382838488802 -1.6596620667023447 3.5362785779342967 1.1634115258114952 -1.1187859582814701 3.6321613031450499 13.144031993257133 1.4653040649078128 -0.54060347168809297 4.5613846770247672 13.166725522159282 1.2068787905926421 0.78140623294146028 0.93716973202422282 4.4296635846368204 -0.023176100757087627 0.79949540321436463 4.670610448598306 2.4438647655332848 4.1378749716258447 3.9307243391470723 13.689632829938203 7.060354870809225 leaf_weight=35964 11682 10309 69 1246 4416 422 67 3835 416 137 195 1808 152 25 2812 117 136 59 483 425 210 48 7228 1319 227 401 96 81 23 65 leaf_count=35964 11682 10309 69 1246 4416 422 67 3835 416 137 195 1808 152 25 2812 117 136 59 483 425 210 48 7228 1319 227 401 96 81 23 65 internal_value=-0.00228206 -0.00106529 -0.000355884 -0.001692 0.0011542 0.0102105 0.000834551 0.00166237 0.00396048 0.0141413 0.000976297 0.00200212 0.00377021 0.00289279 0.0031524 0.00690909 0.00856797 0.0120684 -0.00124842 -0.00061552 -0.00362734 0.00327273 0.000347415 0.00266142 0.00347534 0.00740127 -0.000562501 0.00171428 0.00834286 0.0226667 internal_weight=84473 48509 37990 20156 17834 608 17226 12327 2834 269 9493 5658 3377 2565 3143 539 331 234 4899 2281 10519 473 8474 2540 2028 628 512 1400 175 132 internal_count=84473 48509 37990 20156 17834 608 17226 12327 2834 269 9493 5658 3377 2565 3143 539 331 234 4899 2281 10519 473 8474 2540 2028 628 512 1400 175 132 is_linear=0 shrinkage=0.04 Tree=88 num_leaves=31 num_cat=0 split_feature=21 23 33 19 28 10 34 0 28 9 28 30 28 21 3 19 1 28 30 23 9 24 2 29 3 31 29 15 2 10 split_gain=105.406 31.7195 21.9178 27.0296 18.8953 15.7673 10.2419 8.32346 8.06435 14.864 7.0129 6.68347 7.05304 10.5959 10.8634 6.7185 9.92505 6.78368 6.35806 6.82738 6.11845 6.64838 5.99766 5.94931 5.83656 5.76497 5.61138 5.38269 5.23492 5.18901 threshold=12781.290000000003 177.50500000000014 11436.810000000001 13530.250000000002 13625.944221283286 0.60355339059327384 13714.625000000002 12.500000000000002 12671.121891580768 0.78656609248549325 12885.65542151033 87.67425648389785 12168.085611043063 14424.705000000002 279.50000000000006 14960.125000000002 1.0000000180025095e-35 13540.914116679582 166.22160433510362 348.85499999999962 -0.98296291314453399 520.03499999999906 1.0000000180025095e-35 12789.36845160034 86.500000000000014 14608.724843750004 16563.698272795082 13681.790000000003 3.5000000000000004 0.60355339059327384 decision_type=2 2 2 2 2 2 2 2 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 4 6 10 -2 7 -3 -6 -1 29 -4 -8 -13 14 20 16 17 -16 -11 -20 -14 24 25 -24 -22 -5 27 -7 -9 -10 right_child=1 2 3 22 5 26 11 28 9 18 -12 12 13 -15 15 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-27.461806367426448 -3.5818904976912309 -2.7997047902928358 6.4225722698550491 0.20753855270741156 -1.0931703443041871 2.8446139493997618 -1.1349729698902875 0.60766311173317089 -1.2170483113507227 -1.2393515258851742 3.2357627883537488 -8.0908396683520376 -3.0065983241271654 -0.23778183304070022 7.8393111785910641 0.59699529243493576 1.7658240130938923 0.79949239843720366 7.8185773550357798 3.1978712987253464 4.9512818252646271 0.79072633321929886 3.5869201500824217 0.73349729566253985 1.2045069256725625 8.2277282943743177 0.66217563288721148 -8.2386805166693104 -0.35784406809293023 -13.669849560449796 leaf_weight=36175 10887 2152 106 100 3548 22 2553 5246 2684 99 173 569 444 4171 86 188 344 38 30 173 89 2126 218 3233 283 164 287 3065 2412 2808 leaf_count=36175 10887 2152 106 100 3548 22 2553 5246 2684 99 173 569 444 4171 86 188 344 38 30 173 89 2126 218 3233 283 164 287 3065 2412 2808 internal_value=-0.00227211 -0.00086806 0.000467922 0.00306059 -0.00176181 -0.000820303 -0.000326 -9.85196e-05 -0.00369406 -0.0023086 0.0150681 0.000172251 0.000720556 0.0010354 0.0026259 0.00728049 0.00984615 0.0195484 0.00633112 0.0103842 0.00158803 0.00235708 0.00215881 0.00171428 0.00729032 0.0079697 -0.00321755 -0.00371493 0.000643509 -0.00278369 internal_weight=84473 42504 17037 3994 25467 14580 13043 11206 41969 5794 279 10891 8338 7769 3598 656 468 124 302 203 2942 2498 3715 3451 372 264 3374 3087 7658 5492 internal_count=84473 42504 17037 3994 25467 14580 13043 11206 41969 5794 279 10891 8338 7769 3598 656 468 124 302 203 2942 2498 3715 3451 372 264 3374 3087 7658 5492 is_linear=0 shrinkage=0.04 Tree=89 num_leaves=31 num_cat=0 split_feature=28 10 30 28 0 1 23 1 0 16 28 24 9 28 21 28 27 2 29 21 20 30 10 10 12 1 34 9 31 18 split_gain=104.699 55.5315 47.4278 35.4721 29.8026 36.6085 17.498 10.649 25.7315 12.9813 9.2284 6.97789 14.5671 6.42692 6.19948 5.88768 5.89626 5.87138 5.42717 5.5885 5.24339 5.17545 5.06785 6.27053 6.59894 5.90133 4.85212 4.37252 4.91971 4.87513 threshold=12243.074660890643 0.60355339059327384 99.95327937655928 13841.823640646571 6.5000000000000009 1.0000000180025095e-35 -113.9450000000006 1.0000000180025095e-35 7.5000000000000009 11273.730000000001 15805.474552509268 1043.7300000000007 -0.98296291314453399 16011.90123356231 13945.600000000002 17935.769581447534 -425.02000000000038 5.5000000000000009 17401.461441876749 14837.290000000003 13986.950000000003 305.24786635014897 -0.78656609248549325 -0.37940952255126015 1.0000000180025095e-35 1.5000000000000002 19329.415000000005 -0.98296291314453399 14277.075052083334 10791.395000000002 decision_type=2 2 2 2 2 2 2 2 2 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 10 8 9 14 -6 12 -9 -3 -8 16 -10 -12 19 22 -7 -20 -14 24 -24 -25 -13 28 -18 -29 right_child=1 13 4 -5 6 20 7 11 15 -11 17 26 18 -15 -16 -17 27 -19 21 -21 -22 -23 23 25 -26 -27 -28 29 -30 -31 leaf_value=-31.317481769853973 -3.1815205157282045 -9.1050977491281007 12.198804943465801 0.11852067980721176 -5.2069446287895094 2.1148313452360603 7.9840299536170676 -5.3284278805229217 -1.8758232279591673 4.6746205067231248 0.096379393010695188 -0.13395327547851202 -2.2880967217497884e-05 0.69409015559379583 5.3687556294414813 6.2823950808498408 -1.9481228056893909 2.6945028213108793 3.8511514127607529 0.30846685317673728 -0.34027283769869315 10.450952619833147 1.5773847589447239 2.1602506482365875 4.5390345856939813 0.75935416066538008 7.3486261550711065 -0.064868064209074927 3.814253644684376 2.1385149275386994 leaf_weight=34632 11512 10892 78 7969 2537 503 84 624 401 191 1618 6056 473 258 22 132 462 37 162 1565 119 29 181 428 253 967 102 446 50 1690 leaf_count=34632 11512 10892 78 7969 2537 503 84 624 401 191 1618 6056 473 258 22 132 462 37 162 1565 119 29 181 428 253 967 102 446 50 1690 internal_value=-0.0022598 -0.00108593 -0.000369182 -0.00175987 0.00104112 0.00914286 0.000734737 0.00140019 0.00332605 0.0145859 -0.00153817 0.000782287 0.00194618 -0.0035731 0.0258113 0.00227476 0.00191669 0.000785498 0.00282109 0.00249599 0.00590354 0.00940314 0.00374978 0.00470421 0.00890322 0.00339785 -0.000102632 0.00260121 -0.000718751 0.003397 internal_weight=84473 49841 38691 19481 19210 700 18510 14318 3478 297 4192 10840 4682 11150 106 3181 3049 1655 4058 3867 622 191 2302 1829 434 1395 6158 2648 512 2136 internal_count=84473 49841 38691 19481 19210 700 18510 14318 3478 297 4192 10840 4682 11150 106 3181 3049 1655 4058 3867 622 191 2302 1829 434 1395 6158 2648 512 2136 is_linear=0 shrinkage=0.04 Tree=90 num_leaves=31 num_cat=0 split_feature=28 10 30 33 28 16 30 28 23 1 0 27 9 16 21 28 21 28 0 10 1 23 2 28 25 34 1 30 2 2 split_gain=104.517 29.697 25.2702 28.8694 15.7199 17.5558 14.3588 16.0817 14.1248 12.3684 20.5448 11.5838 11.6655 11.2333 10.5495 10.9571 9.78042 9.5584 8.86854 7.09652 7.35725 6.84338 6.71882 6.51828 6.0407 5.95417 6.34405 5.41738 4.96286 4.84702 threshold=13111.032299334076 0.60355339059327384 264.72735345284667 11323.355000000001 12168.085611043063 12344.695000000002 68.465771527750888 13841.823640646571 -178.07499999999888 1.0000000180025095e-35 7.5000000000000009 -715.32500000000061 -0.98296291314453399 11633.835000000001 14424.705000000002 18134.379145298004 13921.410000000002 15805.474552509268 14.500000000000002 0.91597561503675351 1.5000000000000002 98.749999999999105 1.0000000180025095e-35 15943.799454286047 -1516.3049999999982 19129.195000000003 1.5000000000000002 305.24786635014897 1.0000000180025095e-35 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 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 -1 4 -4 9 7 -2 17 10 16 -10 25 -11 18 22 -6 -8 21 20 -5 -14 -16 -3 -20 -13 -27 -17 -9 -19 right_child=1 23 3 19 5 -7 8 28 11 13 -12 12 14 -15 15 27 -18 29 24 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-11.27847999164281 -2.2919961880415811 -6.6054405346921845 -11.029962293040338 7.5928216420892465 7.5716270438708184 -25.317695805522035 -4.2219131301318882 1.5275536076826119 -1.6737034844639214 0.025204642264920668 0.82542326238960984 -1.3634900642395109 -0.78045536135020388 5.9124172042727539 1.6422393336320564 3.7621542989137864 5.6484882190212753 0.1214747108252742 3.4860597150023573 -21.040176715940174 1.419381909975024 1.1616587212342362 0.075619684190848066 0.58632238666220848 2.026527445371058 10.969256280481122 -1.9768728089251124 11.776607575822281 -0.13358138822167656 1.4736264042460647 leaf_weight=43862 4718 5832 2340 144 109 732 2697 794 1651 921 179 2216 750 91 1030 168 46 1687 109 46 147 2032 5292 294 1818 32 28 53 4579 76 leaf_count=43862 4718 5832 2340 144 109 732 2697 794 1651 921 179 2216 750 91 1030 168 46 1687 109 46 147 2032 5292 294 1818 32 28 53 4579 76 internal_value=-0.00224701 -0.000608658 -0.00345534 -0.000685595 -0.0015464 0.000985562 -8.61093e-05 -0.00131246 0.000544019 0.00369688 0.0103713 0.0011255 0.00151153 0.00149407 0.00203981 0.00100076 0.0210323 -0.00143498 0.00348354 0.0105994 0.0129072 0.00203882 0.000694716 -0.00314463 0.00556928 -0.00110018 0.0113333 0.00975566 0.000183881 0.000855359 internal_weight=84473 35856 48617 4755 4418 2078 29730 10091 19639 1346 334 15179 13528 1012 11252 6543 155 4460 4709 337 291 2782 6322 6126 1927 2276 60 221 5373 1763 internal_count=84473 35856 48617 4755 4418 2078 29730 10091 19639 1346 334 15179 13528 1012 11252 6543 155 4460 4709 337 291 2782 6322 6126 1927 2276 60 221 5373 1763 is_linear=0 shrinkage=0.04 Tree=91 num_leaves=31 num_cat=0 split_feature=28 10 30 28 0 1 27 1 0 21 10 0 1 1 15 28 30 30 29 16 34 23 30 16 15 24 29 34 30 28 split_gain=104.701 53.6911 44.7681 37.5544 31.353 39.5746 16.7075 14.3602 21.1645 13.7115 8.29765 9.11068 11.5885 7.72241 7.14049 7.00428 6.25042 7.65292 7.6519 6.06065 5.59931 5.40374 6.18376 5.21942 5.12457 5.32643 4.73707 4.37613 4.09206 4.03609 threshold=12217.28957709974 0.60355339059327384 142.48931627457299 13625.944221283286 6.5000000000000009 1.0000000180025095e-35 -249.90499999999972 1.0000000180025095e-35 7.5000000000000009 13896.985000000002 -0.5 12.500000000000002 2.5000000000000004 1.5000000000000002 16489.525000000005 15805.474552509268 409.08095719397335 229.00104725483513 12632.271564859539 13274.955000000002 19329.415000000005 652.44999999999993 287.2448006396441 11273.730000000001 13325.120000000001 246.63000000000014 17911.673225439055 15805.115000000002 57.675626382402832 15868.868719930977 decision_type=2 2 2 2 2 2 2 2 2 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 28 5 -4 29 8 9 23 11 -9 19 21 27 -3 17 18 -7 -13 -15 22 24 -8 25 -12 -10 -14 -2 -6 right_child=1 15 4 -5 6 16 7 10 26 -11 13 12 14 20 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-30.251688964614218 -3.6908898511785981 -8.9061813732802992 11.669621543778847 0.058064762618737248 -3.0820505582858893 -1.4422069274431828 7.2994548459660624 -0.49085316585399374 1.4433161336970519 3.916878486153399 2.8851066198377913 3.0996774504606157 5.691009484319105 -0.40932281176988738 5.9816169747774204 0.45391030328793941 0.50509045952714282 4.5871749412163103 3.4308505777813605 -0.23453705323217441 11.345068840502393 0.58629871798406408 4.2294301627054409 6.5042234047961065 0.26566589284585806 2.2622352508427754 10.305977955625902 2.2508100417073647 -1.9621621828076685 0.071157100975510285 leaf_weight=34299 6918 10979 81 12042 2067 74 88 539 2105 170 64 132 92 4353 91 348 385 104 33 460 72 1369 183 45 360 93 38 263 4989 1637 leaf_count=34299 6918 10979 81 12042 2067 74 88 539 2105 170 64 132 92 4353 91 348 385 104 33 460 72 1369 183 45 360 93 38 263 4989 1637 internal_value=-0.00223612 -0.00107179 -0.000365229 -0.00143622 0.00135642 0.00976662 0.00095605 0.00176971 0.00445462 0.0143498 0.000956014 0.00355865 0.00574952 0.00032399 0.0106188 -0.00349501 0.00620134 0.0117346 0.0042243 0.00208108 -0.00061921 0.00234123 0.0052 0.0239699 0.00296325 0.00899363 0.00305553 0.00805634 -0.00302914 -0.00135421 internal_weight=84473 50174 38847 23949 14898 677 14221 10517 2446 303 8071 1577 1038 6494 446 11327 596 211 107 592 4425 2069 700 133 517 157 2143 355 11907 3704 internal_count=84473 50174 38847 23949 14898 677 14221 10517 2446 303 8071 1577 1038 6494 446 11327 596 211 107 592 4425 2069 700 133 517 157 2143 355 11907 3704 is_linear=0 shrinkage=0.04 Tree=92 num_leaves=31 num_cat=0 split_feature=28 10 30 28 0 1 23 27 1 0 21 28 10 1 0 34 28 2 1 9 9 29 16 19 3 30 2 23 30 12 split_gain=103.624 50.7008 41.7253 32.0059 26.7887 38.0807 16.1174 10.1724 9.76888 18.9018 11.196 8.97016 7.31068 10.0224 17.4424 6.51784 6.30364 5.90257 5.5238 5.53224 7.08556 5.16239 5.07482 4.98582 4.5576 4.74802 4.50781 3.96987 3.93198 3.83743 threshold=12243.074660890643 0.60355339059327384 99.95327937655928 13625.944221283286 6.5000000000000009 1.0000000180025095e-35 -187.47000000000023 -715.32500000000061 1.0000000180025095e-35 7.5000000000000009 13843.390000000001 15805.474552509268 -0.5 2.5000000000000004 15.500000000000002 19329.415000000005 15805.474552509268 5.5000000000000009 1.5000000000000002 -0.98296291314453399 -0.91597561503675329 18192.918301765119 11273.730000000001 13905.025000000003 325.50000000000006 290.37611360510112 3.5000000000000004 40.714999999999243 253.40318839172593 -0.22252093395631442 decision_type=2 2 2 2 2 2 2 2 2 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 11 -8 9 10 22 -6 13 -10 -15 18 27 -13 19 -14 24 -11 -9 -7 25 -21 -16 -3 -18 -27 right_child=1 16 4 -5 6 23 7 8 12 21 -12 17 15 14 26 -17 28 -19 -20 20 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-28.404752298082428 -3.1887233971817355 -10.144262910960549 11.15092722032731 0.0081667438626614273 -5.2496748533489317 1.6726862162847997 -1.8021856722644705 7.0410820986421747 0.45283702132764292 1.2984179127006004 3.9900808370291019 0.088168659539636249 -1.753808262337474 0.8971332153342555 4.4561267197315066 10.535534660134989 2.2509758788347738 2.3461491274183528 -0.36329266164403556 1.506608314617655 0.39117271846196644 11.025925257172805 6.2534959551009965 -0.14082562291219178 -2.1539866907526295 2.2877322931329584 4.3093169074035709 -1.5861190721987006 -0.21228490725457094 5.3569155309585339 leaf_weight=34632 10212 9313 78 9269 2214 451 1301 79 1902 2937 174 1515 477 562 229 91 98 31 4933 408 1159 32 44 171 81 75 124 1489 250 142 leaf_count=34632 10212 9313 78 9269 2214 451 1301 79 1902 2937 174 1515 477 562 229 91 98 31 4933 408 1159 32 44 171 81 75 124 1489 250 142 internal_value=-0.00222807 -0.00106025 -0.000375385 -0.00167979 0.000947422 0.00862857 0.000656941 0.00125288 0.0015796 0.00348316 0.0131044 -0.00168085 0.000969065 0.00270216 0.00614208 0.000306271 -0.00343677 0.000657179 0.000173195 0.00177284 0.00275603 0.00252071 0.0223415 0.00532476 0.00591501 0.007072 0.0131105 -0.00360748 0.00186207 0.0118525 internal_weight=84473 49841 38691 19481 19210 700 18510 14750 13449 3266 297 3760 10183 2817 915 7366 11150 1546 7275 2342 1865 2969 123 622 706 625 353 10802 348 217 internal_count=84473 49841 38691 19481 19210 700 18510 14750 13449 3266 297 3760 10183 2817 915 7366 11150 1546 7275 2342 1865 2969 123 622 706 625 353 10802 348 217 is_linear=0 shrinkage=0.04 Tree=93 num_leaves=31 num_cat=0 split_feature=28 10 30 28 0 1 27 1 0 21 1 18 10 0 1 1 28 15 16 16 28 3 21 21 14 30 28 0 10 23 split_gain=102.972 53.9859 42.2679 36.1278 29.8976 49.5615 13.9812 13.1312 20.5334 13.0344 6.92283 9.72202 6.79991 7.84957 8.51235 6.10535 6.05445 5.90816 5.60388 5.46843 4.66366 4.53844 4.46024 4.17589 4.16396 4.09406 4.03721 5.55084 3.99142 3.85125 threshold=12113.745109828065 0.60355339059327384 142.48931627457299 13625.944221283286 6.5000000000000009 1.0000000180025095e-35 -305.69999999999794 1.0000000180025095e-35 7.5000000000000009 13896.985000000002 1.5000000000000002 12029.795000000002 -0.5 12.500000000000002 2.5000000000000004 1.5000000000000002 15805.474552509268 16489.525000000005 13274.955000000002 11273.730000000001 15733.915445903047 20.500000000000004 14058.780000000002 14546.530000000001 0.080547328232315238 62.874243494492305 18401.137131747837 17.500000000000004 -0.70710678118654757 -56.414999999999957 decision_type=2 2 2 2 2 2 2 2 2 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 25 5 -4 20 8 9 19 11 -7 13 -9 18 -14 29 23 -15 -8 24 22 -10 -16 28 -2 -17 -28 -6 -3 right_child=1 16 4 -5 6 10 7 12 21 -11 -12 -13 15 14 17 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-30.844300799550329 -3.4122663225496996 -10.657707119576743 10.946987844540672 0.054917585402963369 -7.9184367886027056 5.1629005238847814 6.7996795264983998 -0.4203276460701057 6.3428167102519231 3.5616334213158307 0.59308655016812029 1.791391115344714 1.1761929331828156 2.9971172544201821 4.9007636485138413 -0.40465592531123501 0.34571485600305102 5.5641072269969971 -0.22692264411374152 5.9655901709100281 0.057607854363488475 1.1306980188605262 2.5281755368465793 2.1252399705302527 -6.9798287514566155 -1.7488151498673614 10.716144602900171 -3.0621009971448543 2.080799012211501 -1.8815087594119024 leaf_weight=32967 7700 9474 95 12042 139 67 102 611 37 172 533 74 2159 141 122 4463 348 91 466 48 1683 2019 179 241 1488 4558 61 48 205 2140 leaf_count=32967 7700 9474 95 12042 139 67 102 611 37 172 533 74 2159 141 122 4463 348 91 466 48 1683 2019 179 241 1488 4558 61 48 205 2140 internal_value=-0.00221434 -0.00109704 -0.000384788 -0.00142058 0.00126633 0.00895188 0.00085803 0.00156204 0.00407196 0.0135155 0.00513946 0.0130213 0.000798285 0.00308134 0.00516117 0.000231168 -0.0034516 0.00930396 0.0020626 0.0221333 -0.00133713 0.00271141 0.00822222 0.00701928 -0.00273363 -0.00294926 -0.000596676 0.00700917 0.00123256 -0.00360737 internal_weight=84473 51506 39544 24300 15244 769 14475 10960 2557 322 674 141 8403 1672 1061 6731 11962 454 607 150 3515 2235 216 363 1832 12258 4572 109 344 11614 internal_count=84473 51506 39544 24300 15244 769 14475 10960 2557 322 674 141 8403 1672 1061 6731 11962 454 607 150 3515 2235 216 363 1832 12258 4572 109 344 11614 is_linear=0 shrinkage=0.04 Tree=94 num_leaves=31 num_cat=0 split_feature=28 10 30 28 30 23 28 28 35 1 27 9 21 14 19 9 28 18 9 21 2 23 14 1 2 21 34 14 2 30 split_gain=101.906 33.5954 23.4219 26.1788 16.8258 24.2262 18.7737 15.3372 14.9392 13.8212 10.5224 11.1982 12.6372 9.36353 12.4081 9.18858 8.46602 7.71014 6.51713 8.78114 6.48244 6.13148 5.67509 5.69335 4.97328 4.91113 4.8956 5.45093 4.67763 4.50406 threshold=12867.949311934786 0.78656609248549303 293.56357105367255 12089.577342683524 68.465771527750888 -178.07499999999888 13818.015695131196 15671.735963816345 12468.172001488098 1.5000000000000002 -562.48000000000036 -0.98296291314453399 14424.705000000002 0.2499757677084001 15052.855000000001 -0.78656609248549303 18134.379145298004 10524.345000000003 0.91597561503675362 13219.400000000001 1.0000000180025095e-35 907.04000000000099 -0.7614016681079937 1.0000000180025095e-35 5.5000000000000009 12531.000000000002 19092.145000000004 0.41202506375868281 1.0000000180025095e-35 314.63964147404039 decision_type=2 2 2 2 2 2 2 2 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 6 7 -2 -6 -5 18 -7 21 13 15 17 22 20 -15 -10 -20 -14 -12 -13 -24 -9 -25 27 -23 -8 -18 right_child=1 -3 3 8 5 10 28 24 9 -11 11 12 16 14 -16 -17 29 -19 19 -21 -22 26 23 25 -26 -27 -28 -29 -30 -31 leaf_value=-15.560756694968649 -2.2269360014399679 -10.294100825951453 -7.973875547728186 -0.42990848941927018 -5.1488451339543158 -1.1242244307708857 1.4432463339198887 0.1593319302239336 2.6972337495863923 0.67897819673451665 -3.1004993065152213 0.244673234142327 1.4878409965142039 -1.6116933863564495 0.34459059024223687 0.43791933628162816 3.4117170417948017 3.5918349644566794 6.4987631655592839 3.8927113384807899 -0.094611003204825711 2.1750506055129573 3.5748062326454435 3.1920477171658006 2.5181719856145208 1.2166992289578258 9.076690270640059 -0.88903872995695066 -0.12564232553659316 9.8660765649599487 leaf_weight=40535 6986 4640 1696 650 4188 2223 827 2181 78 356 1545 446 1022 96 545 2804 162 1051 114 194 5215 232 259 50 55 899 39 587 4750 48 leaf_count=40535 6986 4640 1696 650 4188 2223 827 2181 78 356 1545 446 1022 96 545 2804 162 1051 114 194 5215 232 259 50 55 899 39 587 4750 48 internal_value=-0.00220534 -0.000769646 -0.00354978 -0.000191711 -0.000359018 0.000269462 -0.00154199 -0.0018269 0.00387356 0.00775202 0.00105138 0.001432 0.00190934 0.0032065 0.00573995 0.00224495 0.000671939 0.00810113 0.0129948 0.0156104 0.000405963 -0.00107033 0.00460943 0.00603311 0.000847942 0.00459852 0.00164102 0.000981684 0.000188631 0.00857143 internal_weight=84473 40850 43623 3088 36210 23647 12563 6424 1392 742 17223 15000 12597 6150 1692 4458 6447 1147 386 308 6237 2403 1654 1208 2236 949 858 819 5577 210 internal_count=84473 40850 43623 3088 36210 23647 12563 6424 1392 742 17223 15000 12597 6150 1692 4458 6447 1147 386 308 6237 2403 1654 1208 2236 949 858 819 5577 210 is_linear=0 shrinkage=0.04 Tree=95 num_leaves=31 num_cat=0 split_feature=21 23 34 28 30 1 0 28 9 13 29 28 10 30 15 10 28 0 0 13 18 12 20 0 20 28 2 15 30 30 split_gain=101.232 28.9393 26.5867 21.8834 14.36 14.491 34.9259 20.2182 23.8262 10.2245 8.35329 7.79356 9.30306 7.92576 7.81543 7.44425 12.466 7.80495 6.58067 6.46421 6.22593 5.40875 5.11571 5.50621 5.09665 4.86669 4.73908 4.48742 4.29734 5.48701 threshold=12580.415000000003 -42.180000000000284 13727.425000000001 15604.930297216468 89.807547722968181 1.0000000180025095e-35 7.5000000000000009 11942.897689794843 0.98296291314453421 -0.88622299073327826 11692.969650997129 12830.211592140166 0.37940952255126048 140.91888330249211 13144.185000000003 0.37940952255126048 13772.673722993732 12.500000000000002 6.5000000000000009 -0.84315017450793706 11157.560000000003 1.0000000180025095e-35 13573.615000000002 17.500000000000004 13553.945000000002 18401.137131747837 5.5000000000000009 15761.750000000002 423.51703763321285 230.84356865657548 decision_type=2 2 2 2 2 2 2 2 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 3 -3 15 -4 6 7 -6 9 -9 -7 -1 13 -13 20 16 -2 -18 28 -19 -15 -20 -23 25 -11 -24 27 -5 29 -12 right_child=1 2 4 26 5 10 -8 8 -10 24 18 12 -14 14 -16 -17 17 19 21 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-21.996422010525077 -3.3990484503355369 -2.1589036851697485 -0.51484204523613464 2.6178019204125982 -4.6639578711562484 -4.811587025357178 1.1272171804151421 6.8810042622477496 10.371653895553649 5.0543991753935567 1.2750493093842428 -0.60500802944636678 -10.10780369027918 0.17777805229240534 0.2785200692368448 -7.6069613341622633 -1.9916732880852324 1.8749189715257486 -0.088168467522141566 0.15437131108792446 4.149465962991103 0.10080880497007214 1.8721464111654595 0.22287459077606989 1.0327676665891945 11.646980118619425 2.5068360028261472 0.083612568105345772 0.41799583674308188 3.9039018283418545 leaf_weight=36056 5065 5395 7352 109 99 680 3052 61 87 140 120 1113 1490 45 178 6543 1461 440 5902 1216 90 1877 1273 634 131 47 73 3265 347 132 leaf_count=36056 5065 5395 7352 109 99 680 3052 61 87 140 120 1113 1490 45 178 6543 1461 440 5902 1216 90 1877 1273 634 131 47 73 3265 347 132 internal_value=-0.00220203 -0.000920508 -9.79189e-05 -0.00215761 0.000520834 0.00124756 0.00346218 0.0130656 0.0169069 0.0120241 0.000529603 -0.00369825 -0.00170919 0.00060028 0.00622364 -0.0028292 -0.00202493 -3.46497e-05 0.000812233 0.00184541 0.0134815 0.000561799 0.00173218 0.00316479 0.00869373 0.00463636 0.000711342 0.000493182 0.00488147 0.00885714 internal_weight=84473 45501 27329 18172 21934 14582 3570 518 419 332 11012 38972 2916 1426 313 14725 8182 3117 10332 1656 135 9733 3831 1954 271 1320 3447 3374 599 252 internal_count=84473 45501 27329 18172 21934 14582 3570 518 419 332 11012 38972 2916 1426 313 14725 8182 3117 10332 1656 135 9733 3831 1954 271 1320 3447 3374 599 252 is_linear=0 shrinkage=0.04 Tree=96 num_leaves=31 num_cat=0 split_feature=28 10 9 1 30 28 23 28 0 0 21 14 1 9 34 19 28 1 18 14 33 19 33 1 2 29 2 24 30 31 split_gain=102.112 53.2723 36.5223 43.5436 24.8374 25.0497 22.9846 15.4418 9.72662 15.139 12.6061 12.798 12.1353 22.8469 11.97 9.31045 6.79317 6.48752 9.75271 5.80931 5.50517 5.49297 5.87577 5.45214 5.35149 5.11033 5.01831 4.87641 4.29403 4.34434 threshold=12113.745109828065 0.78656609248549303 0.98296291314453421 1.0000000180025095e-35 68.465771527750888 13404.682015407167 -178.07499999999888 15671.735963816345 17.500000000000004 14.500000000000002 14424.705000000002 -0.15950993297387572 1.0000000180025095e-35 0.91597561503675362 16560.610000000004 14960.125000000002 17935.769581447534 1.5000000000000002 12029.795000000002 0.90438663683299525 10498.090000000002 15103.735000000002 12139.295 2.5000000000000004 3.5000000000000004 14122.459766403292 5.5000000000000009 1241.0500000000004 305.24786635014897 15875.228333333336 decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 -6 9 12 11 -11 13 19 27 -13 -12 18 -5 -8 -14 22 -22 -24 -10 -7 -9 -15 -18 -30 right_child=1 -3 3 17 6 25 8 26 24 10 16 15 20 14 -16 -17 28 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-28.282001328451205 -3.6604328792365375 -11.484291624074002 11.103363760497741 4.6239398663834228 -5.0361974865267598 -0.74858021283256526 0.1150838152274091 0.14118078178608184 0.28350127424777366 0.89314194696776339 0.56475776606966055 4.1139981534515169 -1.4369761538998718 7.0347646701753126 2.8162480423579819 1.0198430935960401 2.848567658393701 0.4005766704015411 1.3638149078361859 2.5253408269457838 0.41143749972064975 -0.67045386746526558 0.3618942720371815 3.085797612192315 -1.7307176453668305 0.26734033597739865 2.3171716660769595 4.3466052496016356 7.4847255469024461 9.9620463201948635 leaf_weight=32967 7592 8422 106 67 4562 3889 1521 2181 3463 985 2672 655 1960 94 183 250 182 438 75 384 3177 2055 89 53 2301 3972 55 54 49 20 leaf_count=32967 7592 8422 106 67 4562 3889 1521 2181 3463 985 2672 655 1960 94 183 250 182 438 75 384 3177 2055 89 53 2301 3972 55 54 49 20 internal_value=-0.00218404 -0.00107141 -0.000502647 0.00865306 -0.000650786 -0.00192921 8.23891e-05 -0.0019288 0.000761006 0.00131739 0.00314731 0.00569312 0.000397073 0.00297674 0.0126767 0.00912707 0.0015012 0.00434483 0.0117746 0.00129134 -0.00038942 0.000272422 0.0012787 0.00923944 -0.000627343 -0.000346522 0.000794275 0.0211351 0.00779283 0.0162899 internal_weight=84473 51506 43084 686 42398 15453 26945 6798 20147 14383 4813 1890 9570 2236 331 905 2923 580 142 1905 7334 5374 3319 142 5764 7861 2236 148 251 69 internal_count=84473 51506 43084 686 42398 15453 26945 6798 20147 14383 4813 1890 9570 2236 331 905 2923 580 142 1905 7334 5374 3319 142 5764 7861 2236 148 251 69 is_linear=0 shrinkage=0.04 Tree=97 num_leaves=31 num_cat=0 split_feature=28 10 9 1 28 30 9 34 25 23 28 18 23 16 29 20 30 30 2 0 30 33 30 9 21 23 30 23 16 28 split_gain=100.745 53.7069 34.5042 49.7893 25.1953 27.4098 22.5144 15.1248 10.7791 8.89189 13.5086 7.6157 7.32139 6.99525 11.5914 6.72729 7.19445 13.8734 6.4248 9.13639 6.89464 11.747 4.78354 4.77111 7.87035 7.81934 4.69916 4.55808 4.35265 4.2004 threshold=12089.577342683524 0.78656609248549303 0.91597561503675362 1.0000000180025095e-35 13386.718398631245 159.63214619215944 0.98296291314453421 16560.610000000004 -1571.3749999999998 -242.71499999999921 15671.735963816345 11193.945000000002 652.44999999999993 13159.460000000001 12145.267861847266 13986.950000000003 187.25811561355169 409.08095719397335 3.5000000000000004 12.500000000000002 333.20602038896783 11871.690000000001 42.405386001049365 -0.98296291314453399 14837.290000000003 1001.3350000000002 78.049919785949655 98.749999999999105 13529.535000000002 12648.18640638915 decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 -4 11 10 26 -7 15 14 -10 16 29 -18 19 -11 22 -22 -21 25 28 -24 -6 -8 -25 -5 right_child=1 -3 3 12 9 8 27 -9 13 18 -12 -13 -14 -15 -16 -17 17 -19 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-27.735117691804195 -3.010940602148358 -11.074014636211475 6.3110428336882549 -1.9417003534152881 -0.19520100811579974 -0.080670197078231726 7.3025555138416323 1.9694644171943867 -1.0684464427645737 -0.32659949505404179 0.34802170226805063 5.0985083378024987 -0.17553860743920635 -14.297885524165263 2.1052386882756595 -0.4269914678738374 3.7081748856540533 0.68822323604892699 -0.3759787060242003 -0.29081662310485351 1.1416314834750358 9.0383832019521826 -2.1691621943686936 2.261128606329311 0.40462685946996885 2.758804423125012 -5.182670365109959 11.590491205695059 1.2510843306758839 1.7144929846101524 leaf_weight=32634 11265 8568 156 135 834 101 20 229 852 5177 2292 189 1452 437 948 206 166 243 6107 1713 458 142 998 769 2617 342 3021 90 2259 53 leaf_count=32634 11265 8568 156 135 834 101 20 229 852 5177 2292 189 1452 437 948 206 166 243 6107 1713 458 142 998 769 2617 342 3021 90 2259 53 internal_value=-0.0021793 -0.00108328 -0.000510366 0.00382545 -0.000804621 -0.00219316 0.0153131 0.0107532 0.00157182 -8.81449e-05 -0.00142313 0.00882759 0.00130377 0.000631202 0.00173333 0.00436862 0.00651926 0.00949633 0.000310562 0.000769602 0.00151947 0.00566667 0.00123339 0.00169792 0.00220726 -0.000447762 -0.002869 0.0312727 0.00359577 4.25522e-05 internal_weight=84473 51839 43271 2750 40521 13792 495 385 2527 26729 6147 290 2255 2237 1800 803 597 409 20582 14475 9298 600 8698 6985 5645 1340 3855 110 3028 188 internal_count=84473 51839 43271 2750 40521 13792 495 385 2527 26729 6147 290 2255 2237 1800 803 597 409 20582 14475 9298 600 8698 6985 5645 1340 3855 110 3028 188 is_linear=0 shrinkage=0.04 Tree=98 num_leaves=31 num_cat=0 split_feature=22 10 33 9 1 28 9 1 30 23 23 21 28 9 30 33 28 30 25 28 28 16 30 28 0 34 0 19 17 23 split_gain=99.6691 21.8888 25.7124 14.2681 29.2002 12.2262 25.5262 13.15 24.3743 10.2639 9.52687 9.27501 16.3642 9.30933 9.09863 6.39416 6.26087 9.29193 5.85512 5.76131 5.12665 5.12151 4.96802 5.36287 4.97224 4.90888 6.0492 4.88113 4.41075 4.26983 threshold=12838.815000000002 0.78656609248549303 10498.090000000002 0.91597561503675362 1.0000000180025095e-35 11992.021995800906 0.91597561503675362 1.0000000180025095e-35 151.82771853605658 -24.324999999999815 552.84500000000037 14087.190000000002 11875.852618120744 0.98296291314453421 238.61405803626764 10972.465000000002 13581.215207013205 167.80231598614546 -1697.6849999999993 13191.005509281193 12937.065494019858 13325.070000000002 179.22478705149061 15805.474552509268 12.500000000000002 19129.195000000003 15.500000000000002 15269.755000000003 13529.180000000002 -187.47000000000023 decision_type=2 2 2 2 2 2 2 2 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 19 10 11 -1 9 8 -8 -7 16 12 -5 15 20 -14 17 -4 -16 -2 -11 -19 24 29 -18 27 -27 -12 -29 -24 right_child=1 -3 3 4 -6 6 7 -9 -10 14 25 -13 13 -15 18 -17 22 21 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=-31.717932288508038 -3.2798630888815423 -8.338230363512233 -1.8114452180032989 -2.2729222656835115 0.45711194994578697 -7.8304889877036423 -3.5250400493817735 0.66730464277673396 7.7036022674916289 -4.564294489545718 0.87424051022193172 2.6249542506816756 6.6960864318983093 9.6188418649163143 5.6191124174791831 3.6004759417994707 -0.48562982446642255 3.2156820049183406 1.1749235719224704 -0.82304592742994442 -0.19034241734674875 -10.266948107356294 -4.5119411973008736 0.10018712088917632 0.45773456326348128 0.50282423511900587 8.8596627758588138 -0.83206885365799876 1.1597315509388844 -0.23785132186544058 leaf_weight=29749 5977 3188 3921 53 1611 8202 84 737 117 1939 2194 147 66 71 46 56 3389 272 364 5869 1724 99 1626 2363 6272 128 113 1518 1603 975 leaf_count=29749 5977 3188 3921 53 1611 8202 84 737 117 1939 2194 147 66 71 46 56 3389 272 364 5869 1724 99 1626 2363 6272 128 113 1518 1603 975 internal_value=-0.00217551 -0.000777723 -0.0005128 0.000180231 0.00342515 -0.00352609 -0.00251359 0.00384648 0.0129154 -0.00299959 -8.54829e-05 0.013201 0.0179512 0.0233575 -0.00135821 0.0166557 -0.00051319 -0.00185648 0.00429268 -0.00206179 -0.00199072 0.00419407 -0.000118975 -0.00114746 0.00040948 0.00137077 0.00695436 0.00111759 0.000101249 -0.00240062 internal_weight=84473 41511 38323 26477 2004 42962 13213 938 201 12275 24473 393 246 193 4073 122 18917 4292 410 11846 3663 371 14625 4964 9661 5556 241 5315 3121 2601 internal_count=84473 41511 38323 26477 2004 42962 13213 938 201 12275 24473 393 246 193 4073 122 18917 4292 410 11846 3663 371 14625 4964 9661 5556 241 5315 3121 2601 is_linear=0 shrinkage=0.04 Tree=99 num_leaves=31 num_cat=0 split_feature=22 10 33 9 1 28 9 1 30 21 28 9 10 28 23 30 30 30 28 13 19 9 0 23 28 20 0 18 29 23 split_gain=98.3161 21.3352 23.3656 13.9702 28.5608 12.4885 24.7976 13.926 22.9785 10.1068 16.1387 9.57434 9.38341 8.97238 13.2341 8.07676 7.93418 6.33309 6.14864 6.14141 6.08506 5.27617 7.26227 6.16629 5.02215 4.88353 4.79273 4.38081 4.37014 5.12309 threshold=12838.815000000002 0.78656609248549303 10481.325000000003 0.91597561503675362 1.0000000180025095e-35 11918.754423633261 0.91597561503675362 1.0000000180025095e-35 151.82771853605658 14087.190000000002 11875.852618120744 0.98296291314453421 0.37940952255126048 15671.735963816345 -303.79999999999922 68.465771527750888 136.27700341066159 620.65734414571091 13581.215207013205 -0.8041866928211282 15005.645000000002 -0.98296291314453399 14.500000000000002 329.25500000000017 13065.117486749443 13615.725000000002 6.5000000000000009 15634.315000000002 12010.180270700448 -80.265000000000313 decision_type=2 2 2 2 2 2 2 2 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 24 13 9 -1 12 8 -8 10 -5 19 16 14 -4 18 -7 -15 -16 -12 21 -17 23 -23 -2 -25 -10 -22 -18 -30 right_child=1 -3 3 4 -6 6 7 -9 26 -11 11 -13 -14 17 15 20 28 -19 -20 -21 27 22 -24 25 -26 -27 -28 -29 29 -31 leaf_value=-32.408260837888882 -4.0484498359544316 -8.0047011489717654 -3.8200560002858475 -2.1820053750561708 0.40817032065113845 -2.3538395819561093 -4.1092048564926555 0.59631409899294907 11.070409617114242 2.4722427395876809 6.495741337456395 9.2340881903196657 -10.844226407058057 0.42955150557146143 -1.9926761847192305 -3.2301497146485589 -2.1404077001851092 7.5760163555226541 -0.073439294982982489 4.2735738000289407 -0.80110406630939157 -1.1462318430957901 1.8088587958954747 0.039393595988705815 -0.94683595583702995 1.4964840180835213 5.4815362218308632 4.619804646426557 -8.0090008072179586 2.1772724554548799 leaf_weight=28893 4814 3188 2748 53 1635 3841 96 815 46 148 41 71 8090 8240 2662 460 388 47 3403 84 2512 1446 2129 783 6316 659 86 72 128 579 leaf_count=28893 4814 3188 2748 53 1635 3841 96 815 46 148 41 71 8090 8240 2662 460 388 47 3403 84 2512 1446 2129 783 6316 659 86 72 128 579 internal_value=-0.00216888 -0.000780613 -0.000519063 0.000112822 0.00330315 -0.00351027 -0.00253295 0.00340172 0.0121403 0.012927 0.0178474 0.0231429 -0.00300814 -0.000144828 -0.000674174 -0.000180094 -0.00163371 0.000933027 -0.00128277 0.01648 0.000649546 0.00140442 0.00178035 0.000473683 -0.00206289 0.00232455 0.0229697 -0.000950465 0.00136986 0.00324187 internal_weight=84473 41511 38323 27193 2032 42962 14069 1043 228 397 249 196 13026 25161 16874 14126 4936 8287 6065 125 8061 5477 5017 2888 11130 1442 132 2584 1095 707 internal_count=84473 41511 38323 27193 2032 42962 14069 1043 228 397 249 196 13026 25161 16874 14126 4936 8287 6065 125 8061 5477 5017 2888 11130 1442 132 2584 1095 707 is_linear=0 shrinkage=0.04 Tree=100 num_leaves=31 num_cat=0 split_feature=22 10 33 9 1 28 9 1 30 21 28 9 23 23 30 17 28 30 28 0 28 25 30 28 16 34 0 23 0 19 split_gain=98.5455 21.3218 21.2752 13.3829 27.1512 12.4923 23.7756 13.7342 21.1874 10.1116 14.1918 12.2872 9.46315 8.41327 7.80215 6.44319 6.1316 7.43682 5.81855 5.36637 5.34524 5.16266 5.01144 5.17343 4.30623 4.29442 5.07979 4.19721 4.16783 4.01318 threshold=12838.815000000002 0.78656609248549303 10498.090000000002 0.91597561503675362 1.0000000180025095e-35 11918.754423633261 0.91597561503675362 1.0000000180025095e-35 151.82771853605658 14391.640000000001 11875.852618120744 0.98296291314453421 -24.324999999999815 552.84500000000037 238.61405803626764 10998.195000000002 13581.215207013205 167.80231598614546 12937.065494019858 6.5000000000000009 13065.117486749443 -1697.6849999999993 177.63214459620525 15805.474552509268 13325.070000000002 19129.195000000003 15.500000000000002 -187.47000000000023 12.500000000000002 15269.755000000003 decision_type=2 2 2 2 2 2 2 2 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 20 13 9 -1 12 8 -8 10 -5 15 -7 16 18 -12 17 -4 -14 -10 -2 -16 28 27 -19 29 -27 -24 -18 -15 right_child=1 -3 3 4 -6 6 7 -9 19 -11 11 -13 14 25 21 -17 22 24 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-31.111930404373339 -3.7745819694685387 -7.6845131030129084 -1.7016513777165032 -2.0947251600539234 0.42250065912197321 -7.5979683710738994 -3.9448366622329236 0.57246153503321351 10.627593232429685 1.029266529253797 6.1639793165133723 8.7989228669666577 -4.6346031905077254 0.81447223420571835 5.2716709021340753 3.455943394970499 -0.45338461727327933 3.0184308730956513 -0.10039756196193755 5.2622747729576416 -0.85068004325857904 0.95367138104378513 -4.1790282145542719 0.078677291366664764 -9.8835937426072178 0.4191889971726559 8.4880942046015839 -0.22513538456016208 0.42023375276597047 0.018837389178738825 leaf_weight=28893 5038 3188 3921 53 1611 8689 96 815 46 117 67 72 2185 2194 51 84 3376 272 1724 86 6808 377 1641 2394 99 128 113 995 6219 3121 leaf_count=28893 5038 3188 3921 53 1611 8689 96 815 46 117 67 72 2185 2194 51 84 3376 272 1724 86 6808 377 1641 2394 99 128 113 995 6219 3121 internal_value=-0.00215894 -0.00076905 -0.000507581 0.000122823 0.00326547 -0.00350189 -0.00252442 0.00328667 0.0119649 0.0126921 0.0168696 0.0212915 -0.00298971 -0.000134517 -0.00146369 0.0148079 -0.00053645 -0.0018658 -0.00202507 0.0223636 -0.0019166 0.00366355 -0.000146326 -0.00116899 0.00354717 0.00123398 0.00645643 -0.0023915 0.000389785 0.000997177 internal_weight=84473 41511 38323 26477 2004 42962 14069 1043 228 393 276 223 13026 24473 4337 151 18917 4292 3909 132 11846 428 14625 5030 371 5556 241 2636 9595 5315 internal_count=84473 41511 38323 26477 2004 42962 14069 1043 228 393 276 223 13026 24473 4337 151 18917 4292 3909 132 11846 428 14625 5030 371 5556 241 2636 9595 5315 is_linear=0 shrinkage=0.04 Tree=101 num_leaves=31 num_cat=0 split_feature=28 10 9 1 30 28 23 28 1 9 21 30 1 35 28 21 0 23 27 9 0 12 29 23 21 0 13 27 18 17 split_gain=98.7028 54.9233 31.8605 44.7529 19.8685 24.792 20.5609 13.7093 8.98512 21.2366 11.7099 6.88432 6.46015 8.40554 6.3402 6.73686 6.37868 5.00595 4.91349 6.23784 7.56187 5.79238 5.74036 5.58733 5.20337 6.7969 5.06307 4.63914 4.54396 4.51766 threshold=12015.82504123891 0.78656609248549303 0.98296291314453421 1.0000000180025095e-35 68.465771527750888 13404.682015407167 -178.07499999999888 15604.930297216468 1.0000000180025095e-35 0.91597561503675362 13698.640000000001 215.90635306081052 1.5000000000000002 14677.507700892858 12648.18640638915 10374.290000000003 6.5000000000000009 94.060000000000414 -715.32500000000061 -0.98296291314453399 14.500000000000002 -0.22252093395631442 17911.673225439055 1036.03 14002.435000000003 16.500000000000004 -0.95754239937548935 -399.17999999999842 13097.600000000002 12368.820000000002 decision_type=2 2 2 2 2 2 2 2 2 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 5 -2 7 -6 9 27 11 -11 13 -5 -10 -16 28 -4 -18 23 -21 -22 24 -20 25 29 -25 -8 -17 -23 right_child=1 -3 3 12 6 -7 8 -9 14 10 -12 -13 -14 -15 15 16 18 -19 19 20 21 22 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-25.528462081323909 -3.1871122449422571 -9.8764075875433743 4.8997629157234313 4.2101392637136659 -4.655380985245273 -0.086553391838193716 -1.045056134496712 0.17711172069253323 -1.6929250240852949 0.79094411145221244 2.7059924088499145 5.8074883649609141 0.33402991147791133 0.68894093122907052 3.2895040297307641 3.0620092156819148 -1.6678456573412748 10.025569700350827 -3.5019935851166446 -0.037554758759837575 0.25332767247460408 7.4583761858148465 9.0588169070350499 3.4117503606121868 0.86575235682594187 1.0979266894504309 0.8241830819517163 1.2046486411947095 -0.071160596972086737 2.8049368183925361 leaf_weight=31635 7842 9003 20 74 4508 7861 702 2322 1814 29 192 138 492 83 47 45 1298 98 1311 5335 2090 21 72 26 1862 850 521 3909 22 251 leaf_count=31635 7842 9003 20 74 4508 7861 702 2322 1814 29 192 138 492 83 47 45 1298 98 1311 5335 2090 21 72 26 1862 850 521 3909 22 251 internal_value=-0.00214568 -0.0010877 -0.000503252 0.00757757 -0.000647164 -0.00178132 3.65335e-06 -0.00189751 0.000635986 0.0021167 0.0114875 0.0192335 0.00345763 0.0105223 0.000163186 0.000456402 0.000404552 0.0302373 0.000344063 0.000590322 0.000968991 0.00206296 0.00317277 -0.00154575 0.00290348 0.00505526 0.00185009 0.00138712 0.0127164 0.0105588 internal_weight=84473 52838 43835 767 43068 15703 27365 6830 20535 4970 359 167 649 157 15565 13751 13704 118 13637 12339 10481 5146 3056 1858 2984 1122 547 4611 67 272 internal_count=84473 52838 43835 767 43068 15703 27365 6830 20535 4970 359 167 649 157 15565 13751 13704 118 13637 12339 10481 5146 3056 1858 2984 1122 547 4611 67 272 is_linear=0 shrinkage=0.04 Tree=102 num_leaves=31 num_cat=0 split_feature=21 10 33 9 1 28 23 1 0 13 28 10 28 30 30 30 30 23 28 28 0 1 24 25 0 30 33 24 20 23 split_gain=97.4922 27.5302 24.5183 18.0681 31.6468 20.1654 11.8416 9.24886 7.83362 10.5428 7.6665 9.88774 7.5307 6.7183 5.99204 5.54237 5.28833 5.68254 5.89369 5.20726 4.85039 6.2279 4.77877 6.32182 4.92836 4.594 7.8143 4.53178 4.52882 4.45322 threshold=12505.650000000001 0.78656609248549303 10469.320000000002 0.98296291314453421 1.0000000180025095e-35 11852.135995229139 552.84500000000037 1.0000000180025095e-35 7.5000000000000009 -0.88622299073327826 12690.682527215969 0.37940952255126048 13581.215207013205 62.044511785826735 166.22160433510362 177.63214459620525 107.53922318696227 -203.10499999999954 11918.754423633261 15671.735963816345 14.500000000000002 2.5000000000000004 1171.7650000000006 -1571.3749999999998 7.5000000000000009 275.00784013714332 10878.665000000003 318.49500000000086 13328.720000000001 -187.47000000000023 decision_type=2 2 2 2 2 2 2 2 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 16 6 5 -5 12 8 9 -8 25 13 14 -12 -4 20 -2 -18 -19 29 -14 -22 23 -20 -25 -1 -27 -28 -11 -17 right_child=1 -3 3 4 -6 -7 7 -9 -10 28 11 -13 15 -15 -16 19 17 18 22 -21 21 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=-21.225684301516335 -2.3964276241559923 -7.4594956897266185 -1.594267821881469 -1.0195007270270435 0.60826931089813763 8.4179843240983292 6.3706569008908405 0.18446511974747715 1.3343418538209164 3.9315586722505436 -1.4133364928817826 -8.2084204602367432 -0.14781047960211705 1.4545275143815684 0.9725902006042394 -4.9140475638291523 -8.0332660738063311 -10.798350157563579 5.1526179585645409 0.022768904250290684 0.2516879961766208 1.8650703016443086 -0.73564969880600617 4.8805299012906573 0.46479962351053261 -3.9820243937858963 -0.52870266390611853 4.0461365052208302 0.25216610670861983 -0.32896263014667321 leaf_weight=33127 7078 4588 5268 38 696 104 54 5435 1591 113 672 1773 6124 837 636 1561 1032 716 79 2618 3177 849 1960 40 1629 1434 62 68 129 985 leaf_count=33127 7078 4588 5268 38 696 104 54 5435 1591 113 672 1773 6124 837 636 1561 1032 716 79 2618 3177 849 1960 40 1629 1434 62 68 129 985 internal_value=-0.0021381 -0.000910108 -0.00058809 4.38414e-05 0.00583293 0.0230423 -0.00012614 0.00126086 0.00367355 0.00964865 -0.00364185 -0.00179403 -0.00060477 0.000585817 -0.00181843 -0.000136869 -0.00206925 -0.00113343 -0.000509947 -0.00120372 0.00040591 0.00148435 0.000131606 0.00165217 0.00112882 -0.00381667 -0.00169821 0.00769231 0.00608264 -0.00249175 internal_weight=84473 46500 41912 29378 838 142 28540 7322 1887 296 37973 3282 21218 1509 5904 15314 12534 5456 4424 5164 10150 4026 3708 1748 1669 34691 1564 130 242 2546 internal_count=84473 46500 41912 29378 838 142 28540 7322 1887 296 37973 3282 21218 1509 5904 15314 12534 5456 4424 5164 10150 4026 3708 1748 1669 34691 1564 130 242 2546 is_linear=0 shrinkage=0.04 Tree=103 num_leaves=31 num_cat=0 split_feature=28 10 9 1 28 30 9 34 16 18 25 23 28 23 2 0 30 20 30 30 28 21 13 30 33 30 21 23 21 1 split_gain=97.2424 54.856 30.2199 40.9186 21.8554 26.2223 21.3225 15.638 10.1315 14.4414 9.35885 7.29688 13.2827 6.47193 6.30193 8.53987 6.27433 7.66082 8.08264 6.02977 5.86111 5.55347 5.47042 4.83827 7.27227 4.78302 4.42431 4.30861 4.12857 4.01664 threshold=11992.021995800906 0.78656609248549303 0.91597561503675362 1.0000000180025095e-35 13404.682015407167 136.27700341066159 0.98296291314453421 16480.690000000006 13144.130000000003 11175.955000000002 -979.36499999999967 -399.42499999999922 15604.930297216468 652.44999999999993 3.5000000000000004 12.500000000000002 172.78562368400551 13573.615000000002 423.51703763321285 176.03244196335677 12734.100496825353 10524.175000000001 0.75580964594513067 333.20602038896783 12006.230000000001 232.82470507938601 12926.530000000002 652.44999999999993 13545.545000000002 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 22 9 20 25 12 -6 16 15 -13 -5 18 -18 -8 -7 -17 -4 -23 -25 -11 -24 28 -27 -12 right_child=1 -3 3 13 11 8 19 -9 -10 10 29 14 -14 -15 -16 21 17 -19 -20 -21 -22 23 26 24 -26 27 -28 -29 -30 -31 leaf_value=-24.44749788614013 -2.6623129036928121 -9.2237366253066764 5.7715574973299315 -1.1311155716304446 -4.4745883816350132 -2.010600581204824 4.3206466846973681 0.83806976739501282 -10.615846207824504 2.8552241084297969 2.5785743525376121 -0.31829367178243079 0.24700583906583909 -0.22183551581347588 -0.42510491355136559 3.3988898203754396 3.1993309122571163 -0.017210341355507176 0.43775325726024561 9.2754827052855031 0.77470305657357574 0.5493943905269133 2.9924489383612576 1.1493799129515661 8.0555408691211898 6.8500319749109693 1.2907007613632515 2.7282999543893243 3.0113377799208187 0.52247254161268863 leaf_weight=31302 11288 9131 100 239 2460 880 20 255 610 159 339 5787 1825 1505 6519 49 244 243 211 101 701 9228 22 477 121 80 52 47 32 446 leaf_count=31302 11288 9131 100 239 2460 880 20 255 610 159 339 5787 1825 1505 6519 49 244 243 211 101 701 9228 22 477 121 80 52 47 32 446 internal_value=-0.00212769 -0.00108638 -0.000501363 0.00337968 -0.000784254 -0.00202771 0.0132364 0.00905361 0.00111232 0.00216989 0.00568268 -9.9147e-05 -0.00161027 0.0011597 0.000192777 0.000627761 0.00376948 0.00568481 0.00874725 0.0280661 -0.000280836 0.00134278 0.0182988 0.0012758 0.00476254 0.0114717 0.0100541 0.0163774 0.0206429 0.00333758 internal_weight=84473 53171 44040 2992 41048 14582 550 429 3294 2684 1103 26466 4285 2442 22181 15662 937 698 455 121 1581 9875 174 9826 598 318 74 159 112 785 internal_count=84473 53171 44040 2992 41048 14582 550 429 3294 2684 1103 26466 4285 2442 22181 15662 937 698 455 121 1581 9875 174 9826 598 318 74 159 112 785 is_linear=0 shrinkage=0.04 Tree=104 num_leaves=31 num_cat=0 split_feature=21 10 33 9 1 28 23 1 21 0 28 28 10 30 30 30 28 27 28 23 0 1 30 33 24 15 21 9 9 25 split_gain=96.6843 29.4211 24.1996 19.8977 32.1384 18.3482 11.5198 8.06688 7.40042 9.48872 7.28861 7.06464 7.783 5.74768 5.23484 5.21694 5.08062 6.40041 5.04623 4.61865 4.43543 5.30957 4.37482 7.45852 5.54098 4.30777 4.30175 4.13756 6.00119 4.59443 threshold=12402.730000000001 0.78656609248549303 10469.320000000002 0.98296291314453421 1.0000000180025095e-35 11830.750196812913 552.84500000000037 1.0000000180025095e-35 13651.695000000002 7.5000000000000009 13581.215207013205 12753.5479709511 0.37940952255126048 166.22160433510362 177.63214459620525 67.589226131143747 11852.135995229139 64.175000000001106 15604.930297216468 -159.47500000000034 14.500000000000002 2.5000000000000004 275.00784013714332 10878.665000000003 307.0250000000006 12687.545000000002 14119.985000000002 -0.98296291314453399 -0.78656609248549303 -1571.3749999999998 decision_type=2 2 2 2 2 2 2 2 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 15 6 5 -5 10 8 9 -8 13 22 25 -4 20 -2 -17 -18 19 -16 -12 26 -1 -24 -25 -13 -22 -19 29 -29 right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 14 12 -14 -15 18 16 17 27 -20 -21 21 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=-20.121995866181443 -2.5933069657765815 -7.1081175691455725 -1.5214106074287586 -0.30133649888291736 0.67509729048100742 8.8848129818015202 5.2216020035218573 0.19325046646155072 1.259607150176941 1.7690207626406969 -0.15119940563821468 3.199358322525828 -7.1822301663754331 1.1107987583162051 -4.9427443083291749 -13.835431576096424 -1.8057142508109223 -3.1971721165602367 0.0054732375943884679 -0.20424326383153302 0.72915907419854364 1.7710501935504284 -3.6441374871681083 -2.1018477371697544 4.2082346903965338 0.070025891554794509 -0.28198240672998209 3.9485498090528566 -0.20817487000530699 1.1243201672417995 leaf_weight=32760 5271 5074 5437 42 740 114 112 5475 1489 301 6144 61 1232 683 1531 1096 3374 740 2702 934 1300 852 1333 61 61 1132 1884 59 1532 947 leaf_count=32760 5271 5074 5437 42 740 114 112 5475 1489 301 6144 61 1232 683 1531 1096 3374 740 2702 934 1300 852 1333 61 61 1132 1884 59 1532 947 internal_value=-0.00211538 -0.00093099 -0.000589257 4.03487e-05 0.00591071 0.0224103 -0.000142006 0.00122163 0.00346582 0.00820339 -0.000610613 -0.00366157 -0.00157526 -0.00177778 -0.000145176 -0.0020275 -0.00136706 -0.000951294 -0.00118212 -0.00249087 0.000381139 0.0014113 -0.00380944 -0.00166323 0.00780328 0.000727577 0.000660803 0.000307504 0.00107486 0.00347515 internal_weight=84473 47833 42759 29740 896 156 28844 7377 1902 413 21467 36640 2425 6120 15347 13019 7748 6652 5167 2465 10180 4036 34215 1455 122 1193 3184 3278 2538 1006 internal_count=84473 47833 42759 29740 896 156 28844 7377 1902 413 21467 36640 2425 6120 15347 13019 7748 6652 5167 2465 10180 4036 34215 1455 122 1193 3184 3278 2538 1006 is_linear=0 shrinkage=0.04 Tree=105 num_leaves=31 num_cat=0 split_feature=28 10 9 1 28 9 34 30 30 28 23 30 27 9 21 18 16 21 0 23 30 19 1 21 15 15 31 30 28 23 split_gain=95.776 57.4263 32.6832 45.9463 23.3377 20.7392 20.0158 19.1268 9.27122 7.79212 15.7415 9.54557 9.22649 7.72828 9.22851 7.69176 11.8394 6.63128 6.40543 5.74722 5.74658 6.5867 7.95881 5.83022 5.82737 5.68582 5.23478 5.16354 4.86923 4.81515 threshold=11852.135995229139 0.78656609248549303 0.91597561503675362 1.0000000180025095e-35 13050.09531533601 0.98296291314453421 16154.845000000001 191.95980974229073 162.90781929835916 15604.930297216468 -287.95499999999987 68.465771527750888 -770.57999999999981 -0.98296291314453399 14837.290000000003 10811.470000000003 12791.180000000002 13187.430000000002 14.500000000000002 652.44999999999993 172.78562368400551 13511.380000000003 1.5000000000000002 12960.805000000002 12054.045000000002 13529.705000000002 12398.448802083336 620.65734414571091 13404.682015407167 143.70499999999996 decision_type=2 2 2 2 2 2 2 2 2 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 7 6 17 -2 -7 10 -6 28 -13 -14 18 -9 -17 -4 29 20 -5 22 23 -22 -24 -20 -27 -11 -12 -15 right_child=1 -3 3 19 9 8 -8 15 -10 27 11 12 13 14 -16 16 -18 -19 25 -21 21 -23 24 -25 -26 26 -28 -29 -30 -31 leaf_value=-27.211013911369374 -4.0345154197194892 -8.8710522091451036 6.0078002445217455 -1.2450860879411392 -3.4850271788425351 0.55268907919946808 1.2638000532273352 -0.64729078536322604 8.5901625676636755 0.32959690230503441 -1.5156268893917588 -5.7673637335269046 -2.4651865865570581 -0.59626943577582014 -0.60797480446893781 3.1848469293493826 -17.820680286707248 3.7573672436673311 2.1405123637052315 -0.25071193975278744 4.0983571962327305 -0.0034943333415596869 0.59056105450695895 1.5507483787818048 2.7622245926288191 -2.2323919447442249 1.4060455544957966 5.8426873444011838 -0.23272054518374879 0.70447730031826861 leaf_weight=29304 8244 9919 101 277 3754 21 300 737 123 8769 3017 915 1327 1268 2325 547 210 96 1253 1572 71 294 332 73 85 262 1659 54 5573 1991 leaf_count=29304 8244 9919 101 277 3754 21 300 737 123 8769 3017 915 1327 1268 2325 547 210 96 1253 1572 71 294 332 73 85 262 1659 54 5573 1991 internal_value=-0.00210827 -0.00112665 -0.000522432 0.00328251 -0.000826155 0.0129111 0.00903823 -0.0025418 0.0262778 -0.000306775 -0.000689514 -0.000234815 0.000545454 0.000894397 0.00132542 0.00162249 0.00445442 0.0189442 0.00210601 0.000999999 0.00317314 0.00479532 0.0073369 0.0154444 0.00453717 0.003385 0.0020177 0.000705881 -0.00123399 0.000860386 internal_weight=84473 55169 45250 3345 41905 641 497 9738 144 32167 23344 19590 11000 10085 8758 1494 757 197 6433 2704 1132 855 561 144 417 3174 1921 8823 8590 3259 internal_count=84473 55169 45250 3345 41905 641 497 9738 144 32167 23344 19590 11000 10085 8758 1494 757 197 6433 2704 1132 855 561 144 417 3174 1921 8823 8590 3259 is_linear=0 shrinkage=0.04 Tree=106 num_leaves=31 num_cat=0 split_feature=21 23 28 34 1 9 28 9 29 15 28 16 33 10 28 0 30 28 30 13 21 35 19 18 30 21 30 20 28 30 split_gain=94.7027 29.5714 21.7591 19.0452 13.4551 38.2606 11.464 16.6219 12.1153 8.33244 7.07201 11.6586 7.85067 6.34064 8.05527 5.59322 5.15965 5.24152 4.94476 4.94216 4.87695 4.86058 5.47956 4.70926 5.28895 4.63978 4.57268 4.51048 4.43683 5.10603 threshold=12354.965000000002 -42.180000000000284 14978.520709822995 13727.425000000001 1.0000000180025095e-35 0.91597561503675362 11671.953616219445 0.98296291314453421 11651.172015161976 15103.490000000002 12525.555836142308 12393.865000000002 10822.440000000001 0.37940952255126048 13772.673722993732 14.500000000000002 71.924623658758009 11852.135995229139 98.837166733249902 -0.85227431625818906 14221.945000000002 12918.033534226193 14960.125000000002 11567.475 103.56774898084585 10374.290000000003 253.40318839172593 13473.360000000002 12812.718160853585 83.701194623045154 decision_type=2 2 2 2 2 2 2 2 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 13 28 5 -5 -7 8 -8 18 -1 12 23 14 -2 -16 -6 -18 -4 -17 21 -19 -23 -12 -25 -13 -11 -10 -3 -30 right_child=1 3 9 4 16 6 7 -9 27 26 11 25 -14 -15 15 19 17 20 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-19.47865962700336 -2.6633877743615559 -4.9415167557075579 1.7424166870510762 0.58861440880211502 -0.72584063495455753 -3.7697941733588562 4.8228972060087987 8.1858139285867821 3.7697583384774216 0.28907902195872182 -0.50512957303174622 1.5941191164110953 6.1081306013462164 -6.4768361927695883 -0.90478447725263567 3.0608039482139344 -6.6489485680126483 0.26084158503156618 5.461710058960267 0.13894156059544643 -0.12264596493624813 1.5441933593013206 -0.23310106085597157 -1.1839369234541053 4.4962654651370775 -3.4425973704124737 -0.93884089972403462 0.2116992154719268 -1.1530433072920172 0.34377074400842261 leaf_weight=32675 5389 2664 92 5150 4362 71 89 134 154 3666 154 226 49 6864 1796 189 552 3134 21 411 7210 1241 467 28 46 2796 1250 150 2317 1126 leaf_count=32675 5389 2664 92 5150 4362 71 89 134 154 3666 154 226 49 6864 1796 189 552 3134 21 411 7210 1241 467 28 46 2796 1250 150 2317 1126 internal_value=-0.00210022 -0.000946742 -0.00214209 -0.0001306 0.00040257 0.00207516 0.0116522 0.013685 0.00953689 0.000128056 -0.00365531 -0.00189027 0.0059639 -0.00292143 -0.00214001 -0.000210352 -0.000164094 0.00024627 0.0108673 0.00313333 0.000420842 0.00140273 0.00311944 0.0028421 0.0111351 -0.00261019 -0.000118797 0.00573684 -0.00211364 -0.00116526 internal_weight=84473 48499 19678 28821 22714 5748 598 527 393 5029 35974 3299 277 14649 7785 2396 16966 12604 113 600 12052 4842 1708 228 74 3022 4916 304 6107 3443 internal_count=84473 48499 19678 28821 22714 5748 598 527 393 5029 35974 3299 277 14649 7785 2396 16966 12604 113 600 12052 4842 1708 228 74 3022 4916 304 6107 3443 is_linear=0 shrinkage=0.04 Tree=107 num_leaves=31 num_cat=0 split_feature=28 10 9 1 28 30 30 21 27 23 28 23 35 25 1 18 28 15 23 1 10 2 31 31 30 13 30 28 21 21 split_gain=95.13 55.7174 31.8296 35.6283 21.5835 23.5361 17.1634 20.8741 10.6644 7.70034 11.739 6.98538 6.93093 6.91919 6.63198 5.73978 5.60742 11.1938 6.65343 6.42253 5.55334 5.26803 7.15362 5.48881 5.20639 4.99302 4.57451 5.20637 4.40499 4.37151 threshold=11852.135995229139 0.78656609248549303 0.91597561503675362 1.0000000180025095e-35 13205.402843446545 136.27700341066159 151.82771853605658 13154.960000000001 531.40999999999906 -242.71499999999921 15604.930297216468 652.44999999999993 14569.553266369048 -1633.4550000000006 1.5000000000000002 11273.730000000001 12753.5479709511 13019.520000000002 801.72999999999968 1.5000000000000002 -0.70710678118654757 1.0000000180025095e-35 12387.551979166668 15461.795052083335 272.07890183724959 0.14250626876356556 78.049919785949655 14029.528484874112 13391.465000000002 12717.455000000002 decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 -8 -9 10 26 12 14 15 24 -7 -15 18 19 -18 -17 22 -11 -24 -5 -26 27 -6 -22 -16 right_child=1 -3 3 11 9 13 7 8 -10 21 -12 -13 -14 16 29 20 17 -19 -20 -21 28 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-25.457667525160169 -3.1297953617093293 -8.3207451754336361 -2.1977864661380604 1.0198240685146451 -1.7537303846162302 0.093757236738969671 6.7781989590170673 5.2953479729601503 2.2320367049621188 -0.21121680972571447 0.31304437325417306 -0.24715857895878057 0.14117802611620225 -1.0817976250998815 2.1402854101937008 -2.9909782670191998 4.0146067963410017 -9.6251143450426309 0.41590457764240713 1.1191543182459309 5.4663211123996804 -0.071542191089403032 1.3668146076901715 10.691605457789803 4.094185724163518 3.0521361459027765 -4.2385355106014657 1.2335342356138628 2.7149536205358329 0.18997991694028574 leaf_weight=29304 9414 9919 119 42 535 138 200 72 250 1494 2381 1572 557 1430 222 40 193 324 390 208 96 19486 2141 41 46 49 3124 424 46 216 leaf_count=29304 9414 9919 119 42 535 138 200 72 250 1494 2381 1572 557 1430 222 40 193 324 390 208 96 19486 2141 41 46 49 3124 424 46 216 internal_value=-0.00208175 -0.00110345 -0.000508288 0.00324664 -0.000808019 -0.0022181 0.0117254 0.0148506 0.00854658 -0.000223588 -0.00144431 0.00123669 0.00363251 0.000956369 0.00671304 0.0065 0.000259331 0.00238565 0.00495069 0.00856858 0.0111648 0.000117087 0.00150598 0.00296609 0.0143942 0.0195789 -0.00274602 -0.000329511 0.0148732 0.0043105 internal_weight=84473 55169 45250 3345 41905 12279 641 522 322 29626 6464 2704 1132 2865 575 320 2545 1115 791 401 182 23162 3676 2182 137 95 4083 959 142 438 internal_count=84473 55169 45250 3345 41905 12279 641 522 322 29626 6464 2704 1132 2865 575 320 2545 1115 791 401 182 23162 3676 2182 137 95 4083 959 142 438 is_linear=0 shrinkage=0.04 Tree=108 num_leaves=31 num_cat=0 split_feature=28 10 9 1 28 30 9 34 16 18 30 23 28 21 30 23 21 2 0 30 1 23 9 34 30 18 21 25 28 10 split_gain=92.5992 52.1414 26.1023 27.076 19.1646 24.0672 12.018 13.8409 9.57302 11.7373 8.58827 7.1542 11.6318 6.88674 7.19483 7.60441 6.13931 5.83661 7.03718 5.70579 4.67144 4.60275 6.81461 4.78659 4.42509 7.98433 4.79633 4.5278 4.39771 4.30557 threshold=11942.897689794843 0.78656609248549303 0.91597561503675362 1.0000000180025095e-35 13404.682015407167 136.27700341066159 0.98296291314453421 16461.535000000003 13240.645000000002 11437.615000000002 234.72789038048464 -399.42499999999922 15604.930297216468 12717.455000000002 166.22160433510362 652.44999999999993 13187.430000000002 3.5000000000000004 12.500000000000002 172.78562368400551 1.5000000000000002 1071.2800000000018 -0.98296291314453399 19329.415000000005 314.63964147404039 17123.200000000004 14837.290000000003 -1263.345 12919.503949185118 -0.12940952255126037 decision_type=2 2 2 2 2 2 2 2 2 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 28 7 16 9 -7 20 12 -6 14 -5 -16 -4 18 -13 -8 29 22 -20 -23 26 -26 27 -24 -2 -11 right_child=1 -3 3 13 11 8 19 -9 -10 10 -12 17 -14 -15 15 -17 -18 -19 21 -21 -22 23 24 -25 25 -27 -28 -29 -30 -31 leaf_value=-21.726779362262437 -5.094198837464865 -7.7807497736427864 5.6324080945334547 -1.6380839602121118 -3.8084460009408345 0.040821710497987738 1.7791930438159886 0.83823785035639353 -10.858914308033077 3.0579611439955352 4.679695415713601 -0.30296958230933813 0.22906428353933581 0.051435073382467077 2.8499665911857561 0.7475595606551888 3.2529237337668726 -0.42776597498715291 -1.9056518087566428 7.8154525549805243 0.31774608108192676 2.7164385999194578 3.2665629558295199 9.6690894460926948 2.1298080935921346 7.6919161478314884 0.065715318531833086 0.86423404987564467 -1.2587754736056449 0.85343993062866064 leaf_weight=30636 5281 9396 86 172 2460 1824 20 266 547 171 238 5787 1825 1925 244 180 104 6519 1172 108 448 460 80 22 432 20 3274 4415 6230 131 leaf_count=30636 5281 9396 86 172 2460 1824 20 266 547 171 238 5787 1825 1925 244 180 104 6519 1172 108 448 460 80 22 432 20 3274 4415 6230 131 internal_value=-0.00207465 -0.00107562 -0.00050323 0.00303382 -0.000768919 -0.00191796 0.0107945 0.00775439 0.00106103 0.00200284 0.00551417 -0.000123329 -0.0016196 0.00123602 0.00499329 0.00779245 0.016 0.000165726 0.000584343 0.021625 0.00341333 0.00123342 0.00103779 0.00504564 0.00144459 0.00529203 0.00122075 0.00206896 -0.00278725 0.00725828 internal_weight=84473 53837 44441 3105 41336 14870 584 456 3359 2812 988 26466 4285 2521 596 424 190 22181 15662 128 750 9875 9393 482 8221 452 7769 4495 11511 302 internal_count=84473 53837 44441 3105 41336 14870 584 456 3359 2812 988 26466 4285 2521 596 424 190 22181 15662 128 750 9875 9393 482 8221 452 7769 4495 11511 302 is_linear=0 shrinkage=0.04 Tree=109 num_leaves=31 num_cat=0 split_feature=28 10 9 1 28 30 30 21 21 30 23 27 23 28 30 27 9 21 25 18 28 23 14 1 29 30 30 28 17 26 split_gain=91.5285 54.152 33.1678 31.9452 22.1482 18.5231 16.5125 21.9589 8.36742 9.78948 9.16064 7.63531 7.5406 11.5937 8.30821 7.42301 6.80025 7.41829 6.35762 6.92598 5.73751 5.13907 5.03244 4.77491 4.41584 5.90889 4.41516 4.67878 4.26667 4.17914 threshold=11784.747362057433 0.78656609248549303 0.91597561503675362 1.0000000180025095e-35 13050.09531533601 169.48833316100078 142.48931627457299 13251.560000000003 12695.565000000002 193.55783962508335 652.44999999999993 693.22499999999957 -242.71499999999921 15604.930297216468 68.465771527750888 -770.57999999999981 -0.98296291314453399 14002.435000000003 -1571.3749999999998 11273.730000000001 13625.944221283286 827.44499999999982 0.41202506375868281 2.5000000000000004 17911.673225439055 305.24786635014897 99.95327937655928 14217.45382495492 12316.745000000003 -30.464999999999232 decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 -8 9 -5 -11 -9 13 26 20 -16 21 -18 19 -7 -14 -17 23 -23 -19 -26 27 -6 29 -21 right_child=1 -3 3 8 12 18 7 11 -10 10 -12 -13 14 -15 15 16 17 24 -20 28 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-25.888291132741287 -3.8162621195214839 -7.8132856893019618 -2.2510438279692613 -1.0399028702411308 -1.7880737675156742 0.30440894939696223 7.2359872768051785 4.5686575540730505 -0.028946516926050308 2.8981694819033033 0.32668200632780819 0.72282117544136715 -1.0111134610834149 0.29365176973658175 -1.6122397323078637 -2.9920598344157971 1.0806945339451535 0.22962042817712561 0.05438245373536358 5.2416293066851996 -0.053879476878332333 1.3910245108130967 -0.54258950543973417 2.9209354857395211 2.3680518911686632 9.0918963919466513 -4.2962505310456143 0.96750371578380634 -1.4879285794280859 4.1303521112470847 leaf_weight=28305 8289 10301 129 273 919 131 230 125 2032 317 215 189 4207 2381 1621 1320 4109 7353 1635 40 5670 211 720 68 149 25 2940 474 27 68 leaf_count=28305 8289 10301 129 273 919 131 230 125 2032 317 215 189 4207 2381 1621 1320 4109 7353 1635 40 5670 211 720 68 149 25 2940 474 27 68 internal_value=-0.00205761 -0.00112292 -0.000534328 0.00320228 -0.00084397 -0.00246909 0.0110371 0.0140882 0.00134367 0.00479503 0.00795489 0.00721019 -0.000329158 -0.0015216 -1.46161e-05 0.000560862 0.000858473 0.00125266 0.00109206 0.00682707 -0.000922143 -0.00111945 0.00104504 0.00560573 0.000506443 0.0068046 -0.00275375 -0.000898781 0.0131852 0.0167407 internal_weight=84473 56168 45867 3510 42357 10190 673 544 2837 805 532 314 32167 6714 25453 15576 13955 11636 1901 266 9877 2319 999 279 7527 174 4333 1393 135 108 internal_count=84473 56168 45867 3510 42357 10190 673 544 2837 805 532 314 32167 6714 25453 15576 13955 11636 1901 266 9877 2319 999 279 7527 174 4333 1393 135 108 is_linear=0 shrinkage=0.04 Tree=110 num_leaves=31 num_cat=0 split_feature=21 23 28 33 9 1 28 1 10 28 15 23 33 30 28 0 28 13 21 30 0 2 30 28 30 1 15 2 19 11 split_gain=91.2082 31.8247 22.2901 19.0692 12.8339 18.8074 9.14834 8.01198 7.83905 9.52267 7.83202 7.7958 13.773 5.77776 5.98462 5.75913 5.03842 4.82842 4.82045 8.36929 5.65031 5.14189 4.74352 6.41589 4.61378 4.57818 4.5192 4.50824 4.4898 4.42794 threshold=12221.295000000002 -63.159999999999847 15422.537561982474 10469.320000000002 0.98296291314453421 1.0000000180025095e-35 11671.953616219445 1.0000000180025095e-35 0.37940952255126048 13772.673722993732 15448.320000000002 480.11499999999984 10476.275000000003 107.53922318696227 11694.46553780718 12.500000000000002 13818.015695131196 -0.17647087149565668 14391.640000000001 234.72789038048464 19.500000000000004 3.5000000000000004 423.51703763321285 11717.334635994341 210.49453040152517 1.0000000180025095e-35 11655.245000000001 3.5000000000000004 12968.875000000002 -0.8783796973249266 decision_type=2 2 2 2 2 2 2 2 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 8 13 7 6 -6 18 9 -2 -4 16 -13 -3 -15 -11 -1 22 19 20 -5 -22 23 -7 -14 -26 -21 -17 -8 -9 right_child=1 3 10 4 5 17 28 29 -10 15 -12 12 24 14 -16 27 -18 -19 -20 26 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-16.190312428556961 -2.6185210258719143 -1.9017608770757515 5.0946376503888686 0.44981772207160697 -0.12052150790561074 -2.0831186016156913 8.3676888707395225 -1.5188502542734261 -5.4848694316851683 -1.5301573945155489 0.16561399417306938 -3.3891289023334901 0.046644602536144504 -10.748403271978693 0.045277988701281711 1.542937636532437 1.4355716964014869 -0.057965370890174485 0.33596672253313825 5.1836248297756935 2.6393202412077823 -0.46453048374922162 0.32619463244116809 3.4205752851159064 6.8792554938828836 2.3942770981322137 2.791630506144601 -1.0356143714557857 5.3850704130294336 0.021762959028240006 leaf_weight=32730 4945 5368 23 1794 41 41 78 1349 8073 1319 3708 1071 101 715 4119 910 226 484 2460 34 191 99 196 107 38 143 418 498 64 13130 leaf_count=32730 4945 5368 23 1794 41 41 78 1349 8073 1319 3708 1071 101 715 4119 910 226 484 2460 34 191 99 196 107 38 143 418 498 64 13130 internal_value=-0.00204577 -0.000958776 -0.00222346 -0.000156153 0.000547495 0.00494164 0.0165464 0.000319383 -0.00288219 -0.00196663 0.000556418 -0.00363508 -0.000659277 -0.00156911 -0.000565992 -6.89412e-05 -0.00375725 0.00237681 0.00170056 0.00292429 0.00185413 0.00703448 0.006 0.0114054 0.00720567 0.0110276 0.00785841 0.00171023 0.0213521 -0.000157194 internal_weight=84473 50164 19476 30688 20486 1011 183 19475 15745 7672 3731 34309 1353 10202 4834 2727 32956 828 4996 2536 2084 290 344 148 282 181 452 1408 142 14479 internal_count=84473 50164 19476 30688 20486 1011 183 19475 15745 7672 3731 34309 1353 10202 4834 2727 32956 828 4996 2536 2084 290 344 148 282 181 452 1408 142 14479 is_linear=0 shrinkage=0.04 Tree=111 num_leaves=31 num_cat=0 split_feature=28 10 9 1 28 15 30 9 21 30 23 23 30 28 15 30 15 9 17 34 27 9 21 23 28 14 30 28 29 30 split_gain=93.5905 55.0661 34.7737 27.9239 22.9378 18.2922 14.6383 11.1088 10.683 11.7961 10.3907 8.7751 11.3159 10.2538 8.15616 7.43855 6.4804 6.44529 7.12351 5.81173 4.94123 6.04861 5.76973 5.71521 5.68437 5.50963 4.89809 6.67533 4.79827 5.38796 threshold=11717.334635994341 0.78656609248549303 0.91597561503675362 1.0000000180025095e-35 12867.949311934786 11678.455000000002 205.26874008886588 0.98296291314453421 12695.565000000002 166.22160433510362 652.44999999999993 -98.890000000000313 56.972114189530998 15422.537561982474 13002.905000000001 167.80231598614546 15448.320000000002 -0.78656609248549303 11612.885000000002 16055.720000000001 -802.76500000000112 -0.98296291314453399 14002.435000000003 827.44499999999982 13269.153487159632 0.41202506375868281 164.64388309743967 14217.45382495492 17534.22819877059 305.24786635014897 decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -2 19 9 -5 -11 13 -13 26 -14 -9 -15 18 -8 -7 -16 23 24 -22 -23 -25 27 -6 -24 -30 right_child=1 -3 3 8 11 7 17 15 -10 10 -12 12 14 16 20 -17 -18 -19 -20 -21 21 22 28 25 -26 -27 -28 -29 29 -31 leaf_value=-26.271143531238618 -5.0013366339954368 -7.4034203438295378 7.3761999064232286 -1.9712688788616581 -1.6407743803126815 4.1165043524279916 1.3381108895023563 -0.63620539006377219 -0.043022493525083708 2.6355514410628142 0.13768679248280413 -0.59835576349470798 1.2954765432357989 5.2448570194924846 -1.5791577479353802 6.9065680101458087 0.13330269149445026 -0.35827971667015102 5.5398292841423187 0.56100605364863643 -3.1659862174109454 -0.39782258024592926 0.033234286793090241 2.1083217145427828 1.2225160183277981 -0.578336918820748 -4.7488880125109016 0.54055037105846104 2.3431023535301194 7.474963574624983 leaf_weight=27306 6768 10685 143 241 4011 118 275 28 2060 448 234 7198 1365 21 1395 106 3381 836 84 316 1451 845 6966 267 3222 724 2298 1329 297 55 leaf_count=27306 6768 10685 143 241 4011 118 275 28 2060 448 234 7198 1365 21 1395 106 3381 836 84 316 1451 845 6966 267 3222 724 2298 1329 297 55 internal_value=-0.00201641 -0.00109623 -0.000501012 0.00322252 -0.000822475 0.010346 -0.00275926 0.00712676 0.00152464 0.00510076 0.00778886 -0.000379613 5.29736e-05 -0.0013116 0.00062772 0.017194 0.00051499 0.00132217 0.00580501 0.00401843 0.000362107 0.000591017 0.00097848 -0.0012154 0.00218638 0.00112613 -0.00212516 -0.00146068 0.000307187 0.00486364 internal_weight=84473 57167 46482 3694 42788 711 7963 568 2983 923 682 34825 23785 11040 16587 134 3402 1195 359 434 15222 13827 11385 2442 4067 991 7638 5340 7318 352 internal_count=84473 57167 46482 3694 42788 711 7963 568 2983 923 682 34825 23785 11040 16587 134 3402 1195 359 434 15222 13827 11385 2442 4067 991 7638 5340 7318 352 is_linear=0 shrinkage=0.04 Tree=112 num_leaves=31 num_cat=0 split_feature=28 23 30 21 28 28 33 30 28 1 1 0 30 9 0 14 7 30 0 18 9 21 9 24 3 1 0 2 27 16 split_gain=92.2711 52.6184 27.123 30.7616 26.1152 19.748 13.3179 11.478 9.86579 9.39472 8.9202 9.50356 7.9188 6.97028 6.48457 5.83412 6.31744 5.77642 6.18847 8.22969 5.25707 5.75279 11.0861 6.51978 6.1104 5.72411 5.37557 5.01009 5.00647 4.9424 threshold=11739.736128168352 -42.180000000000284 190.40159186101971 12760.320000000002 14217.45382495492 12812.718160853585 10804.075000000003 92.001316254466019 15604.930297216468 1.5000000000000002 1.5000000000000002 6.5000000000000009 370.2424809345182 -0.91597561503675329 17.500000000000004 -0.35846086284744721 1.0000000180025095e-35 57.675626382402832 21.500000000000004 13324.865000000003 -0.98296291314453399 14221.945000000002 -0.60355339059327362 1106.2050000000011 86.500000000000014 1.5000000000000002 16.500000000000004 5.5000000000000009 153.9150000000009 14571.580000000002 decision_type=2 2 2 2 2 2 2 2 2 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 5 6 13 -3 15 -6 29 -8 11 12 -5 14 -2 -4 -17 18 -7 -20 -19 22 23 24 -22 28 -27 -10 -26 -9 right_child=1 2 3 10 7 17 9 8 27 -11 -12 -13 -14 -15 -16 16 -18 20 19 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-24.619425569013092 1.2086030417180305 -4.1790741304717987 0.78277947478678434 3.9554058125804965 0.88818436292240155 -0.64735003118613066 6.5818909731106681 5.609750397799842 0.051250237086274755 2.1319701855874453 -0.21938719636307422 1.0226061383400729 0.27075745662723 -4.2759163311415733 -1.6928291914909039 3.0157050038793645 -0.32451697217811565 -1.7597911744445967 0.25439002879293926 3.6394295827259029 3.5087293765374756 -0.1612053042727512 0.047303810445796207 -3.2745059775955609 1.3341852777078851 2.2183831404543719 -0.025194180829070476 2.1734864920881845 2.6933789512477264 -3.0576868477022918 leaf_weight=27639 295 4395 523 107 2173 6178 229 40 2449 277 4494 4052 100 17027 729 312 91 1591 134 53 150 3971 2536 209 530 170 632 61 303 3023 leaf_count=27639 295 4395 523 107 2173 6178 229 40 2449 277 4494 4052 100 17027 729 312 91 1591 134 53 150 3971 2536 209 530 170 632 61 303 3023 internal_value=-0.00201309 -0.00109118 1.84287e-05 0.00171036 -0.00242617 -0.000807981 0.00714525 -0.000483347 -0.00144482 0.0123636 0.000821203 0.00213289 0.0104928 -0.00325988 -5.46885e-05 0.00429374 0.00791067 -0.000171843 -0.00111548 0.00605347 0.000423305 0.000818256 0.00179249 0.00402407 0.00480672 0.00409786 0.00168578 0.000414342 0.00642017 -0.00296833 internal_weight=84473 56834 31037 10185 25797 20852 1432 7746 5573 506 8753 4259 207 18051 1024 926 403 16457 6365 187 10092 8501 4530 1994 1785 1635 802 2510 833 3063 internal_count=84473 56834 31037 10185 25797 20852 1432 7746 5573 506 8753 4259 207 18051 1024 926 403 16457 6365 187 10092 8501 4530 1994 1785 1635 802 2510 833 3063 is_linear=0 shrinkage=0.04 Tree=113 num_leaves=31 num_cat=0 split_feature=28 30 23 28 28 23 24 1 21 30 15 28 13 0 18 21 30 30 23 33 20 1 30 10 27 23 30 28 3 16 split_gain=91.7 39.5493 28.0481 19.2527 19.2391 13.457 15.1334 22.7107 12.2482 11.3663 11.9332 10.2196 6.16048 6.11801 5.54556 6.30726 5.29835 6.40182 5.27335 33.0993 11.283 7.48533 5.23614 5.13166 5.30787 4.5697 4.5527 4.76119 4.45013 4.36375 threshold=12753.5479709511 277.84543686525097 -242.71499999999921 15604.930297216468 11607.327678599844 29.490000000000695 1106.2050000000011 1.5000000000000002 12427.765000000001 76.305246376591882 13002.905000000001 13404.682015407167 -0.88622299073327826 21.500000000000004 11416.335000000001 12089.140000000001 108.85934347466524 382.08722825520391 165.09500000000028 10940.450000000003 13066.550000000001 1.0000000180025095e-35 423.51703763321285 0.78656609248549303 -715.32500000000061 827.44499999999982 99.95327937655928 14001.148534945592 38.500000000000007 10811.470000000003 decision_type=2 2 2 2 2 2 2 2 2 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 26 -3 -6 7 8 -7 11 14 -4 22 -13 -11 -16 -17 -18 -1 -20 21 -21 -9 24 25 -12 27 -2 -14 -10 right_child=2 4 9 -5 5 6 -8 12 29 10 23 13 28 -15 15 16 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-15.185537931392817 -2.0585373121341433 -7.8575738499967116 -1.3561596712752946 0.2813887875102819 -23.413835177630936 6.3163599884254005 -0.11669516552399666 2.94409201509816 3.5754670303522058 0.43937649491651731 -2.1168836500498069 -0.043764419828721021 2.4862134685072848 3.3343664862861653 3.5332363540441238 -0.03692823300198491 3.0434437663692151 0.33265742099627793 -6.0201699592092499 7.2213892304794909 1.0979263175713398 2.6832462231776719 0.25224715778398726 -7.3392179736815653 0.31390519936415795 0.90542586987240969 -4.7145426707402773 0.74888653626961643 -0.085135423796704621 2.9784888366434275 leaf_weight=31451 1163 1035 5610 2483 374 116 734 72 62 1320 1482 7754 49 76 84 313 609 294 6405 122 271 79 58 535 13085 232 7206 602 517 280 leaf_count=31451 1163 1035 5610 2483 374 116 734 72 62 1320 1482 7754 49 76 84 313 609 294 6405 122 271 79 58 535 13085 232 7206 602 517 280 internal_value=-0.00200173 -0.00333886 -0.000702764 -0.00239707 0.000865028 0.00293192 0.00430508 0.00716118 0.0140786 -8.46031e-05 0.00057391 -0.000964287 0.00260919 -3.06523e-05 0.0030687 0.00492308 0.00419079 0.00574529 -0.00370048 -0.00269711 0.00752542 0.0147065 0.0104615 0.000147645 0.000286775 -0.0018063 -0.00325984 -0.00143909 0.000805653 0.010269 internal_weight=84473 41625 42848 11454 3297 2262 1888 1154 458 31394 17954 13440 696 7830 2620 1300 1216 903 38328 6877 472 201 130 15334 14799 1714 8971 1765 566 342 internal_count=84473 41625 42848 11454 3297 2262 1888 1154 458 31394 17954 13440 696 7830 2620 1300 1216 903 38328 6877 472 201 130 15334 14799 1714 8971 1765 566 342 is_linear=0 shrinkage=0.04 Tree=114 num_leaves=31 num_cat=0 split_feature=28 10 9 1 28 15 30 23 9 15 30 21 28 23 30 28 27 19 18 23 25 34 34 26 15 15 32 28 18 30 split_gain=90.6747 54.8016 31.2144 27.2234 22.3339 19.0331 18.3807 8.56033 8.09097 7.94855 7.56673 13.7598 7.35133 12.1198 6.23069 5.82851 6.61706 5.94598 5.79036 8.87417 6.22805 5.66558 5.1586 5.00121 6.05564 4.8463 4.5066 4.31451 4.26203 4.08807 threshold=11671.953616219445 0.78656609248549303 0.91597561503675362 1.0000000180025095e-35 13019.550922884233 11678.455000000002 133.14608748567099 652.44999999999993 0.98296291314453421 13002.905000000001 172.78562368400551 12650.460000000001 15604.930297216468 -409.46000000000089 89.807547722968181 13285.81316818409 -872.90499999999963 15269.755000000003 10811.470000000003 -182.89999999999961 -979.36499999999967 16055.720000000001 13071.435000000001 -98.485000000000568 13275.025000000001 12469.745000000001 1665.3276240347743 15868.868719930977 11230.025000000001 620.65734414571091 decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -2 10 21 -6 25 -12 13 -11 -10 -15 -17 23 -8 -20 22 -7 -21 24 -18 -5 -26 -3 -24 -14 right_child=1 27 3 7 9 8 18 -9 14 12 11 -13 29 15 -16 16 17 -19 19 20 -22 -23 28 -25 26 -27 -28 -29 -30 -31 leaf_value=-25.119003260773706 -3.9622490167795381 -7.0321485522043146 6.90609423838763 -2.6801449515667191 1.2265697712347414 3.6468797164133044 -0.85217874515090175 -0.29229099725673902 -2.6317938176357178 -3.2550488950781689 2.6411212613354347 0.4044964377483572 0.28441489866955866 -1.1154541853154059 6.3179806697964205 -3.9123970940528818 2.2049067905326898 -1.1543475021051359 -11.757577661340948 -1.1776337723287751 0.78301889430545502 0.49720323298331914 0.9839933593122272 -0.11995452991164436 0.26359542957293564 1.4585601357386369 1.5874550256701812 0.82935440245207259 4.6602548573272058 5.4317174558029535 leaf_weight=26640 7787 10898 166 309 837 118 1123 1643 23 2648 454 624 8769 3470 112 1022 288 2618 312 60 806 320 108 7703 4550 52 706 56 197 54 leaf_count=26640 7787 10898 166 309 837 118 1123 1643 23 2648 454 624 8769 3470 112 1022 288 2618 312 60 806 320 108 7703 4550 52 706 56 197 54 internal_value=-0.001988 -0.00109854 -0.000503339 0.00296153 -0.000810814 0.00985656 -0.00242586 0.00130824 0.0064014 -0.000296955 0.00356081 0.00523933 -0.000398141 -0.000774615 0.014963 -0.000443485 -0.000136674 6.42915e-05 0.000481964 0.00212272 0.0037199 0.00376256 0.00805479 0.000408544 0.00132467 -0.00145152 0.00101522 -0.00364579 0.0101639 0.000583474 internal_weight=84473 57833 46879 3821 43058 739 10393 3082 573 32665 1439 1078 31828 23005 135 20357 16887 15865 2606 1483 1171 438 365 13247 5544 361 5256 10954 305 8823 internal_count=84473 57833 46879 3821 43058 739 10393 3082 573 32665 1439 1078 31828 23005 135 20357 16887 15865 2606 1483 1171 438 365 13247 5544 361 5256 10954 305 8823 is_linear=0 shrinkage=0.04 Tree=115 num_leaves=31 num_cat=0 split_feature=28 30 23 33 28 30 15 28 1 9 28 23 23 21 0 35 18 30 18 21 10 27 32 30 28 9 23 21 29 30 split_gain=91.5309 38.8168 27.1706 20.1113 17.7177 10.4247 11.6331 10.0141 8.90544 20.9515 9.10126 9.46813 7.73586 16.5334 7.25123 6.09428 5.56863 5.3893 5.37752 5.74704 4.92225 5.09958 4.65844 4.60936 4.57915 4.30973 4.96413 4.68672 4.81127 5.78117 threshold=12734.100496825353 259.9037234484187 -242.71499999999921 10779.055000000002 15604.930297216468 76.305246376591882 13002.905000000001 13404.682015407167 1.0000000180025095e-35 0.91597561503675362 11498.402914805669 907.04000000000099 40.714999999999243 12672.480000000001 21.500000000000004 12647.243318452383 11503.840000000002 114.37878412733112 11416.335000000001 12115.435000000001 0.78656609248549303 -715.32500000000061 1582.2903259990615 423.51703763321285 13747.830786960218 -0.98296291314453399 827.44499999999982 14002.435000000003 17911.673225439055 305.24786635014897 decision_type=2 2 2 2 2 2 2 2 2 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 8 17 7 18 -4 9 -3 -11 -12 -5 15 -9 -14 -15 24 -7 -20 21 -8 -18 -17 -2 26 -23 -27 -29 -30 right_child=2 3 5 12 -6 6 20 14 -10 10 11 -13 13 16 -16 23 22 -19 19 -21 -22 25 -24 -25 -26 27 -28 28 29 -31 leaf_value=-11.35826946956835 -2.790275595516257 -2.5397644631586873 -1.2524534643468848 -20.000296757747407 0.25875664006306126 0.45576177106120597 -1.4892057297255445 -0.038924557160842393 -1.7268990000667901 -7.2237344804584591 4.6643572705847784 1.4110228937981584 1.8176223582454654 -0.023501509055712157 3.4822777689228706 4.7345532658887972 5.2913111902566765 -4.4496717867844708 3.3522723576108251 1.5472235165338617 -6.7847925151553774 -2.9582499754050504 1.2072469969963746 1.6583833642850525 0.3753820511589438 0.9226136533687429 0.72794666440192868 0.099383038732482096 2.329085189487119 8.4131941588557702 leaf_weight=37330 1089 440 5735 106 2483 1369 1715 7754 2499 39 103 71 121 319 76 127 26 7065 94 1258 538 1269 85 26 917 3477 945 7235 137 25 leaf_count=37330 1089 440 5735 106 2483 1369 1715 7754 2499 39 103 71 121 319 76 127 26 7065 94 1258 538 1269 85 26 917 3477 945 7235 137 25 internal_value=-0.00196574 -0.00331222 -0.00067817 0.000452296 -0.00233824 -7.17118e-05 0.000557634 -0.000909695 -0.000992387 0.00316692 0.0134648 0.0173793 0.00607407 0.00759091 2.04333e-05 0.0152701 0.00269767 -0.00315776 0.00296803 0.0047574 0.000130108 0.000266702 0.0104144 0.0205752 -0.00132802 0.000535451 -0.00107317 0.000862975 0.000293632 0.00711111 internal_weight=84473 41292 43181 3962 11554 31627 18062 13565 3152 653 213 174 810 704 7830 274 430 9071 2721 1352 15341 14803 111 153 2006 13088 2214 10874 7397 162 internal_count=84473 41292 43181 3962 11554 31627 18062 13565 3152 653 213 174 810 704 7830 274 430 9071 2721 1352 15341 14803 111 153 2006 13088 2214 10874 7397 162 is_linear=0 shrinkage=0.04 Tree=116 num_leaves=31 num_cat=0 split_feature=28 10 9 1 28 30 30 23 21 30 23 23 28 19 2 15 28 21 33 30 15 1 30 28 11 9 9 28 21 15 split_gain=91.4934 55.039 32.6847 26.3372 20.799 19.9518 17.0176 22.7352 9.48767 9.14632 11.7884 7.38689 9.0363 6.79172 6.53438 5.80433 5.88006 5.57675 5.49505 5.2459 12.2204 5.16761 7.00695 6.10182 5.14596 4.51679 6.66574 4.38214 4.29335 4.29203 threshold=11627.542330883291 0.78656609248549303 0.91597561503675362 1.0000000180025095e-35 13019.550922884233 128.84279086491267 123.03868294073813 827.44499999999982 12781.290000000003 161.2821506989419 652.44999999999993 -242.71499999999921 15604.930297216468 13033.690000000002 5.5000000000000009 13002.905000000001 13285.81316818409 12760.320000000002 9868.3000000000011 37.651135387089688 13191.725000000002 1.5000000000000002 259.9037234484187 12140.399118961019 -0.8783796973249266 -0.78656609248549303 -0.98296291314453399 15868.868719930977 12248.150000000001 13291.330000000002 decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 13 9 -5 21 12 -6 -8 -7 -13 -17 -9 -16 20 -3 22 -11 -23 -18 26 -20 -21 -25 -26 right_child=1 19 3 8 11 14 7 17 -10 10 -12 15 -14 -15 18 16 24 -19 25 27 -22 23 -24 28 29 -27 -28 -29 -30 -31 leaf_value=-25.013680658445921 -3.8263610365791698 -0.97564868128141857 -1.5595106392326323 -1.6353842839245152 -2.1610373077492735 -0.19276912019240239 7.1896200016341707 3.9599575613193778 -0.094960537193251315 0.50941400968265271 -0.086867288734636547 1.1454248219918453 0.20909022293043208 4.318377044246013 -0.6554650913397474 -0.94276267094793242 -1.6564907372344599 1.5106176294636231 -0.071802520562295469 -7.103376055533742 2.4757419309325379 1.2711429752075929 4.3320007102470059 3.6084878560283773 1.1623174784022776 0.76597249149706859 5.1956308117728387 0.78582996075142564 1.4406520338079105 0.095150743172236374 leaf_weight=25974 7935 223 159 284 4388 2116 170 37 1998 38 296 818 2381 125 211 3203 1543 276 54 10844 61 344 106 48 809 228 151 56 74 19523 leaf_count=25974 7935 223 159 284 4388 2116 170 37 1998 38 296 818 2381 125 211 3203 1543 276 54 10844 61 344 106 48 809 228 151 56 74 19523 internal_value=-0.00194585 -0.00106867 -0.000472156 0.00300885 -0.000789669 -0.00232071 0.00966362 0.0127105 0.00140778 0.00423529 0.00619867 -0.000288383 -0.00146491 0.020678 0.000608695 1.91526e-05 -8.90033e-05 0.00520128 0.00413665 -0.00359228 0.00177465 0.00937705 0.016 0.00733047 0.00014537 0.00671593 0.0110244 -0.00373211 0.0150164 0.00031438 internal_weight=84473 58499 47315 3955 43360 10695 767 608 3188 1190 906 32665 6769 295 2760 25896 25078 313 644 11184 284 610 144 466 21875 433 205 10900 122 20332 internal_count=84473 58499 47315 3955 43360 10695 767 608 3188 1190 906 32665 6769 295 2760 25896 25078 313 644 11184 284 610 144 466 21875 433 205 10900 122 20332 is_linear=0 shrinkage=0.04 Tree=117 num_leaves=31 num_cat=0 split_feature=28 10 9 1 28 30 21 30 21 30 23 23 28 30 15 2 28 1 19 28 23 27 20 23 30 15 15 21 27 23 split_gain=89.6708 53.9085 30.6675 24.9726 21.8381 16.6633 21.3191 16.6531 8.42585 8.82511 11.2482 7.31022 8.75298 8.26616 7.15222 6.53397 6.06839 6.04697 7.10869 6.04423 5.81686 5.75628 5.15074 5.17187 5.04714 12.5175 5.00071 4.80562 4.79126 5.07289 threshold=11607.327678599844 0.78656609248549303 0.91597561503675362 1.0000000180025095e-35 12867.949311934786 123.03868294073813 13154.960000000001 169.48833316100078 12781.290000000003 166.22160433510362 652.44999999999993 -242.71499999999921 15547.487512979116 68.465771527750888 13019.520000000002 5.5000000000000009 13404.682015407167 1.5000000000000002 12984.335000000001 12140.399118961019 881.43499999999869 531.40999999999906 13416.875000000002 652.44999999999993 49.258691102216098 13191.725000000002 16028.245000000001 12248.150000000001 -770.57999999999981 827.44499999999982 decision_type=2 2 2 2 2 2 2 2 2 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 7 -4 20 -2 9 -5 17 12 -6 16 -15 -9 -13 18 -11 -19 -7 -8 -17 -24 25 -3 -26 -21 29 -16 right_child=1 24 3 8 11 6 21 15 -10 10 -12 13 -14 14 28 22 -18 19 -20 27 -22 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=-24.780838136545118 -4.5563965092448591 -1.375874378145117 -1.5961878357682255 -1.2325596432979502 -2.2280588658896621 6.7833766730968135 3.5649824208620275 -0.20367633987486819 -0.097659337809345534 4.0676024898130585 -0.110045636913294 -1.1125772674590413 0.17832821192359366 1.1392535140352233 -2.0937765447019738 -2.572959959210058 -0.060487784608233924 1.2114255160912641 1.7756502826471559 3.4941364298509621 1.7659112151644658 1.0426580659166154 3.6708457762659727 -0.32156706280343644 -7.1370782940996262 3.3866391111472036 0.70925586322907708 1.520504253764027 0.2783379979793269 0.79593061478172067 leaf_weight=25641 6959 323 164 317 4549 228 78 1318 2006 114 303 4325 2461 1395 1410 82 6945 354 39 44 54 256 232 85 10806 84 92 69 13522 218 leaf_count=25641 6959 323 164 317 4549 228 78 1318 2006 114 303 4325 2461 1395 1410 82 6945 354 39 44 54 256 232 85 10806 84 92 69 13522 218 internal_value=-0.00193544 -0.00107506 -0.000484526 0.00285544 -0.000793638 0.00928205 0.0122987 -0.00258921 0.00131115 0.00390322 0.00588082 -0.000346304 -0.00150071 -5.53668e-05 0.000513749 0.000938846 -0.000890862 0.00896774 0.0158693 0.00670664 0.0203972 0.00546108 0.00542356 0.00773501 -0.00355772 0.000815724 -0.00372105 0.0147611 0.000261385 -0.0017887 internal_weight=84473 58832 47527 4026 43501 780 616 8676 3246 1240 923 34825 7010 27815 16545 1717 11270 620 153 467 282 334 399 317 11305 407 10898 113 15150 1628 internal_count=84473 58832 47527 4026 43501 780 616 8676 3246 1240 923 34825 7010 27815 16545 1717 11270 620 153 467 282 334 399 317 11305 407 10898 113 15150 1628 is_linear=0 shrinkage=0.04 Tree=118 num_leaves=31 num_cat=0 split_feature=21 23 28 33 9 1 28 30 28 23 1 28 14 30 34 12 13 30 3 9 0 25 29 21 10 9 14 30 28 23 split_gain=89.2645 31.753 21.2967 19.5586 14.2232 19.4551 11.3086 9.29083 8.23046 7.1309 7.12904 6.99442 6.91253 5.54345 5.47155 7.11145 5.18927 5.24785 7.10705 4.99053 5.51737 5.39029 4.97266 4.94711 6.22342 4.84724 5.62045 4.69871 5.45464 7.2973 threshold=12039.015000000001 -66.605000000000459 14217.45382495492 10469.320000000002 0.98296291314453421 1.0000000180025095e-35 12525.555836142308 92.001316254466019 11435.496596118626 -168.57000000000059 1.0000000180025095e-35 15604.930297216468 0.84658398682345093 57.675626382402832 13054.595000000003 1.0000000180025095e-35 -0.40614700388750385 423.51703763321285 269.50000000000006 -0.60355339059327362 17.500000000000004 -896.14499999999941 11430.247265087301 14391.640000000001 -0.5 -0.91597561503675329 -0.6905596507703472 277.84543686525097 11478.413978810406 133.1700000000001 decision_type=2 2 2 2 2 2 2 2 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 25 14 10 8 27 -4 -6 -8 23 -9 -10 -11 -3 -16 17 18 -7 20 21 22 -17 24 -5 26 -2 -1 -29 -30 right_child=1 3 7 4 5 16 9 11 12 13 -12 -13 -14 -15 15 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-17.198797751097359 -1.848578155867123 -4.0035300796480691 0.82637662717381422 0.36572672697734698 -3.9348963169123703 -0.20306385036005295 -4.2827144779041788 -2.0410285983345133 8.8424808685300604 -0.69078418806363606 -0.042324355507794835 0.10311930172555375 3.5163796067487767 1.7862276103707171 -1.5028711809286779 -3.8712193459251241 0.04776971654053315 0.21021118087426399 3.096872457375178 -0.78717972380896362 -0.14746927687748271 1.0207169993485103 4.0462702612397452 0.31150925883470221 1.9136314827030649 -3.4914803706790702 1.4980485353190047 -8.9195576875584184 -24.184350676040605 3.1411442952098287 leaf_weight=29184 540 2146 1926 1307 29 49 924 2993 98 460 14808 2460 87 554 4231 42 597 160 105 2179 1443 761 169 2471 1335 12248 312 448 165 242 leaf_count=29184 540 2146 1926 1307 29 49 924 2993 98 460 14808 2460 87 554 4231 42 597 160 105 2179 1443 761 169 2471 1335 12248 312 448 165 242 internal_value=-0.00193117 -0.000916337 -0.00214639 -0.000129557 0.000584243 0.00496 -0.00359721 -0.000427701 0.0158131 -0.000635708 0.000337131 -0.00127123 0.0189189 0.00168047 -0.00149886 -0.00105836 0.00241054 0.00657325 0.0118442 3.13443e-05 0.00128364 0.00361317 0.00927014 0.00162488 0.00282816 -0.0031145 -0.000197184 -0.00378828 -0.000865498 0.00248649 internal_weight=84473 52496 20479 32017 21046 1125 31977 7379 214 1938 19921 5453 185 1014 10971 8825 911 314 154 4594 2415 972 211 5113 2642 13100 852 30039 855 407 internal_count=84473 52496 20479 32017 21046 1125 31977 7379 214 1938 19921 5453 185 1014 10971 8825 911 314 154 4594 2415 972 211 5113 2642 13100 852 30039 855 407 is_linear=0 shrinkage=0.04 Tree=119 num_leaves=31 num_cat=0 split_feature=28 10 9 1 28 29 30 9 21 30 18 2 23 30 28 24 9 35 30 1 15 10 30 19 2 0 9 23 16 14 split_gain=89.4817 55.5793 29.8114 23.7397 21.6093 18.2022 16.2927 11.2651 8.74651 9.52987 9.26426 7.24286 6.70366 9.24917 7.92446 6.33332 6.06208 8.34696 5.60121 5.4323 5.32862 5.45324 5.85708 5.20983 4.84498 6.38949 6.43723 7.37498 4.71799 4.66719 threshold=11563.487278832023 0.78656609248549303 0.91597561503675362 1.0000000180025095e-35 12812.718160853585 11591.501361141343 148.81466408233146 0.98296291314453421 12717.455000000002 156.50748761161825 10524.345000000003 4.5000000000000009 -242.71499999999921 41.812089865939178 15604.930297216468 1010.2250000000005 -0.78656609248549303 12855.210267857143 206.83789986547899 1.5000000000000002 12901.355000000001 -0.60355339059327384 309.78863492326406 13019.075000000003 3.5000000000000004 12.500000000000002 -0.98296291314453399 907.04000000000099 11503.840000000002 0.38043945030393422 decision_type=2 2 2 2 2 2 2 2 2 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 6 15 -2 -7 9 -5 -11 -9 14 -14 -6 18 17 -8 -4 23 21 -15 -23 -12 25 -22 27 -27 -21 -19 right_child=1 -3 3 8 12 7 16 11 -10 10 19 -13 13 20 -16 -17 -18 29 -20 28 24 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-24.618310755976346 -5.2796888268966304 -5.9661639090199854 5.1474489491283215 -2.143209857326092 -1.9992474085520735 1.4473101370462711 0.58551387558448098 5.9455649684719409 -0.086032854286779786 -0.57600051560809518 3.6897055154802589 -2.1203512007709939 -0.68150666996610409 -0.46394500097975594 0.18946852753263044 2.3958430142125708 -0.75691224248100841 5.8476119783414413 7.6483461295084325 0.94779034324541023 -0.3613091572416765 2.1027560697736152 -0.50052954353268941 1.5570408760184957 -0.39006741963593172 -2.5715867341446539 0.79266150639973021 2.0316604641351912 3.1109422460947709 4.2445169984792033 leaf_weight=24975 6356 11548 28 295 4694 463 570 140 2089 189 157 28 6262 406 2381 67 1280 60 86 424 5057 673 221 48 6235 1307 7748 497 145 44 leaf_count=24975 6356 11548 28 295 4694 463 570 140 2089 189 157 28 6262 406 2381 67 1280 60 86 424 5057 673 221 48 6235 1307 7748 497 145 44 internal_value=-0.00190892 -0.00106545 -0.000465486 0.00277086 -0.000772854 0.0089064 -0.00260891 0.00569889 0.00128234 0.00391733 0.00584424 0.0145714 -0.000342832 -6.84372e-05 -0.00144452 0.0200884 0.000585465 0.00365579 0.0258246 0.00778294 0.000315389 0.0028 0.00454586 0.0133659 0.000160429 0.000558833 0.0011675 -0.00098448 0.00577153 0.0140769 internal_weight=84473 59498 47950 4159 43791 812 8310 631 3347 1258 963 168 35481 28406 7075 181 1954 674 114 774 22144 1300 894 205 20844 14609 9552 1804 569 104 internal_count=84473 59498 47950 4159 43791 812 8310 631 3347 1258 963 168 35481 28406 7075 181 1954 674 114 774 22144 1300 894 205 20844 14609 9552 1804 569 104 is_linear=0 shrinkage=0.04 Tree=120 num_leaves=31 num_cat=0 split_feature=21 23 28 33 9 1 28 30 28 16 1 30 12 34 13 28 35 9 11 10 36 0 25 28 30 23 30 21 30 18 split_gain=88.9626 30.4969 20.7479 19.2104 13.8524 18.6466 11.0785 9.09248 7.20791 7.06866 6.9571 6.92421 5.8253 6.29172 5.65727 4.83114 6.21777 4.77252 4.70952 4.45361 5.69491 4.32763 4.59169 4.61778 5.31798 5.80525 4.31252 4.76994 5.71319 4.29098 threshold=12013.890000000001 -102.76500000000031 14217.45382495492 10469.320000000002 0.98296291314453421 1.0000000180025095e-35 12525.555836142308 92.001316254466019 15604.930297216468 12617.340000000002 1.0000000180025095e-35 172.78562368400551 1.0000000180025095e-35 12962.010000000002 -0.88622299073327826 11391.068905837516 14300.961257440478 -0.60355339059327362 -0.8783796973249266 0.37940952255126048 1733.3628006341498 17.500000000000004 -979.36499999999967 11808.791023824606 382.08722825520391 68.920000000000087 87.67425648389785 12454.580000000002 198.47047192525613 11118.465000000002 decision_type=2 2 2 2 2 2 2 2 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 -2 12 10 11 -1 -4 -9 29 -5 -6 -3 -14 -7 -13 -17 21 -12 20 -11 22 23 -15 25 -25 -20 28 -28 -8 right_child=1 3 7 4 5 14 9 8 -10 19 18 15 13 17 -16 16 -18 -19 26 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-15.440963960883471 -3.4663638257912521 -1.7712014607200661 0.86224305946659041 0.89134434338344226 -0.32040913184581049 2.7829017853360281 -0.41769195970474943 -1.920962108898022 0.15807461440332504 -0.87158990408979675 -1.4692102576464052 -2.2535565521430336 -3.7622169696303751 -2.7656033220122334 0.28075932196172909 8.6302781683603378 3.3932670903886497 -0.76846263044454088 -0.34152243061232085 -4.512416888776448 3.068461666489652 -0.14820563938329842 0.75960155333463786 -0.66428027040448345 -0.096982411485576639 5.0870768717442045 -0.00011724943502271046 0.21860093624700944 2.6747067512886837 2.961620821389134 leaf_weight=29792 11814 5384 1645 5427 36 131 110 2901 2398 626 1503 20 1355 54 803 76 85 2417 5641 763 190 1558 882 28 43 89 168 8199 172 163 leaf_count=29792 11814 5384 1645 5427 36 131 110 2901 2398 626 1503 20 1355 54 803 76 85 2417 5641 763 190 1558 882 28 43 89 168 8199 172 163 internal_value=-0.00189045 -0.000885802 -0.00218104 -0.000172699 0.000519113 0.00479235 -0.00356769 -0.000445853 -0.00125231 -0.000565876 0.000286119 0.0153548 -0.00147672 -0.000663555 0.00233833 0.0185414 0.0208447 -1.65657e-05 -0.000141045 -0.00159341 0.000460783 0.00115448 0.00308029 0.00833645 0.01175 0.0161709 8.46253e-05 0.000651598 0.00529412 0.00537729 internal_weight=84473 52829 18758 34071 22261 1151 31644 6944 5299 1852 21110 217 11810 6426 934 181 161 5071 15683 1579 816 2654 1096 214 160 117 14180 8539 340 273 internal_count=84473 52829 18758 34071 22261 1151 31644 6944 5299 1852 21110 217 11810 6426 934 181 161 5071 15683 1579 816 2654 1096 214 160 117 14180 8539 340 273 is_linear=0 shrinkage=0.04 Tree=121 num_leaves=31 num_cat=0 split_feature=28 10 0 1 29 28 30 8 21 30 9 23 1 29 23 28 1 14 0 9 30 2 16 1 15 28 10 0 0 0 split_gain=90.1825 56.328 27.3693 21.9473 18.9766 15.0466 22.9833 14.0384 10.6641 11.0171 9.91401 9.54815 7.95427 7.90842 9.71131 7.87129 8.74077 11.3754 7.10858 7.46487 6.85531 6.51905 5.68519 5.57027 5.43584 5.37043 5.6354 5.2913 13.0092 6.16712 threshold=11518.777974324201 0.37940952255126048 7.5000000000000009 1.0000000180025095e-35 11591.501361141343 13404.682015407167 191.95980974229073 1.0000000180025095e-35 12717.455000000002 172.78562368400551 0.98296291314453421 652.44999999999993 1.5000000000000002 16563.698272795082 -102.76500000000031 12734.100496825353 1.5000000000000002 -0.33426211444629356 13.500000000000002 -0.98296291314453399 223.385399761537 4.5000000000000009 11118.465000000002 2.5000000000000004 12443.530000000001 12812.718160853585 -0.70710678118654757 14.500000000000002 16.500000000000004 15.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 25 -3 9 24 -6 12 20 14 -9 -16 17 -17 -8 -20 -11 -12 -21 -7 -5 -4 -27 -25 29 -29 right_child=1 7 5 8 10 23 18 13 -10 11 21 -13 -14 -15 15 16 -18 -19 19 22 -22 -23 -24 27 -26 26 -28 28 -30 -31 leaf_value=-24.471952730743787 5.995968978677495 -8.1234038583758679 -4.2809935863542679 -1.7350894588714867 1.3141967618268546 -0.15073808207823514 0.23039090717983854 -2.6716446165017569 -0.099114377309781607 -1.3101042892020929 5.5543451890674032 0.1438221227962927 1.4771147280933696 0.65232344575549261 -4.0628435524441793 1.9155529070680575 -0.76090646060829503 -1.1435490232216945 -1.2568139353789454 0.19290420517118448 3.618712976004173 -1.6817104250532056 3.9789518387799081 0.037567901897055722 1.9748771450549374 -1.3523604343392992 -0.036636191524868245 1.2527947711241041 0.28576707920955274 3.434933760059808 leaf_weight=24309 200 9431 5004 347 470 16372 1323 5624 2103 27 140 292 500 701 1300 891 1311 630 177 164 158 28 409 3066 26 4201 2769 396 1672 432 leaf_count=24309 200 9431 5004 347 470 16372 1323 5624 2103 27 140 292 500 701 1300 891 1311 630 177 164 158 28 409 3066 26 4201 2769 396 1672 432 internal_value=-0.0018682 -0.00103743 -0.000177377 0.00284223 0.00864916 -0.000537447 -0.00155962 -0.00277916 0.00143296 0.00420741 0.005279 0.00644012 0.0090219 -0.00176992 -0.00206478 -0.00059245 0.000590395 0.00265352 0.00232899 0.00544 0.0161081 0.013619 0.00765794 0.000117056 -0.00164075 -0.00223284 -0.00151507 0.0012102 0.002576 0.00667633 internal_weight=84473 60164 40276 4291 838 35985 14047 19888 3453 1350 638 977 685 10457 9756 4132 2832 1521 2073 750 185 168 573 21938 373 11974 6970 5566 2500 828 internal_count=84473 60164 40276 4291 838 35985 14047 19888 3453 1350 638 977 685 10457 9756 4132 2832 1521 2073 750 185 168 573 21938 373 11974 6970 5566 2500 828 is_linear=0 shrinkage=0.04 Tree=122 num_leaves=31 num_cat=0 split_feature=28 30 23 23 15 21 1 28 33 30 29 1 24 0 10 12 35 2 20 21 21 27 23 33 30 1 21 29 21 32 split_gain=88.8752 34.2326 24.8005 18.9832 24.3626 18.4479 19.1379 15.8525 9.53208 7.63315 7.37005 7.14727 8.63384 6.61193 6.60786 6.23686 5.35135 5.20187 4.99287 7.08786 4.50294 4.41783 4.25518 18.922 11.5143 7.95134 8.24235 5.96106 10.4963 3.97201 threshold=12525.555836142308 242.64144336935394 -399.42499999999922 -34.399999999999629 10998.195000000002 12531.000000000002 1.5000000000000002 15547.487512979116 10498.090000000002 41.812089865939178 13345.691986366966 1.0000000180025095e-35 1010.2250000000005 21.500000000000004 0.78656609248549303 1.0000000180025095e-35 12419.50635416667 3.5000000000000004 12210.680000000002 14087.190000000002 10752.300000000001 -666.85000000000025 68.920000000000087 10837.290000000003 169.48833316100078 1.0000000180025095e-35 12531.000000000002 11938.943839825251 12402.730000000001 1145.6376620929548 decision_type=2 2 2 2 2 2 2 2 2 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 7 -3 -5 6 8 -2 -6 10 -4 12 -7 -12 15 20 -8 29 -17 21 -11 -20 -1 -24 -25 26 -26 -27 -29 -10 right_child=2 3 9 4 5 11 16 -9 17 14 13 -13 -14 -15 -16 18 -18 -19 19 -21 -22 -23 23 24 25 27 -28 28 -30 -31 leaf_value=-16.131461525527882 -3.5117232021500935 -22.474882819188405 -1.4518577731476758 -6.7451554106563751 2.9554992638702648 4.0246602525014721 0.14567481085233339 0.20575907719377817 5.0903800256889253 3.4077594429449785 -0.11485932760292204 -0.20737991504826597 1.1076233671979809 2.2597662717901001 -3.8389090532028383 -0.015107743089369382 1.6705113088389842 3.1411142734386499 -2.3267791594280873 0.5407404290970369 -0.16128628307282594 1.8194600283013012 -7.3933448045287538 -1.2742992957405654 6.6469783247856036 -0.10488279149660215 2.5121397781222368 4.5734573060902504 -0.92364113684408855 5.6538698402355649 leaf_weight=25487 7651 1282 3767 841 170 117 325 2010 53 113 3961 922 202 54 1160 4774 164 66 168 4612 16310 1598 7755 384 89 193 84 28 29 104 leaf_count=25487 7651 1282 3767 841 170 117 325 2010 53 113 3961 922 202 54 1160 4774 164 66 168 4612 16310 1598 7755 384 89 193 84 28 29 104 internal_value=-0.00186393 -0.00328868 -0.000682404 9.79736e-05 0.00185695 0.00413942 0.00856236 -0.00248463 0.0151349 -0.000205604 -0.00131689 0.00099597 0.00615674 -0.000124534 9.53531e-05 0.000219763 0.00328016 0.020574 0.000949784 0.00168203 -0.000275955 0.00383692 -0.00371101 -0.0029395 0.00288971 0.00744208 0.0140347 0.00288 0.0142456 0.024535 internal_weight=84473 38295 46178 4246 2964 2123 882 9661 393 36517 7782 1241 319 4015 28735 27575 489 223 11152 6378 16423 1766 34049 8562 807 423 173 250 57 157 internal_count=84473 38295 46178 4246 2964 2123 882 9661 393 36517 7782 1241 319 4015 28735 27575 489 223 11152 6378 16423 1766 34049 8562 807 423 173 250 57 157 is_linear=0 shrinkage=0.04 Tree=123 num_leaves=31 num_cat=0 split_feature=28 10 9 28 1 30 29 9 21 30 21 23 1 30 21 30 23 16 15 28 28 15 2 28 30 15 33 30 10 13 split_gain=89.2867 54.8018 27.1323 20.9286 18.5897 15.9297 15.6662 9.0088 8.51345 9.76195 7.78108 7.64293 7.00392 8.35174 6.5624 7.16717 6.13827 10.7723 5.70116 6.94838 5.53635 5.43843 5.69536 5.36104 5.15947 12.4352 4.79378 4.66251 4.61774 4.52525 threshold=11498.402914805669 0.78656609248549303 0.91597561503675362 12734.100496825353 1.0000000180025095e-35 147.26572295494279 11631.832911506906 0.98296291314453421 12717.455000000002 156.50748761161825 12650.460000000001 652.44999999999993 1.5000000000000002 255.37952250649482 12817.845000000001 210.49453040152517 -42.180000000000284 11590.095000000001 12709.395000000002 13019.550922884233 15604.930297216468 13002.905000000001 3.5000000000000004 11875.852618120744 49.258691102216098 13191.725000000002 10469.320000000002 89.807547722968181 -0.98296291314453399 -0.861146256326485 decision_type=2 2 2 2 2 2 2 2 2 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 6 -2 14 -8 9 -6 16 12 13 -11 15 -4 -7 -18 -5 -20 24 -21 26 -14 25 -3 -23 -9 -28 -15 right_child=1 20 4 18 8 10 7 27 -10 11 -12 -13 23 29 -16 -17 17 -19 19 21 -22 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-23.87893892404216 -5.3238061497102915 -1.0394287745348929 3.1361273581487024 1.3019611634531771 -1.6206954749374978 -11.882516116541165 1.1138707229988514 -0.94859221786130621 -0.096970229882253789 -0.094964480275946297 -1.4245151588067946 0.050866781254550644 0.60748086020837389 4.2472911493566325 2.3974186869904188 6.9950258142923234 0.55672202977743657 3.9057307467577758 -1.4436572039502589 1.044007862034058 0.87476109392257029 -0.49018506587966298 -0.57282847677066562 1.8928537683885265 -6.2886169705638579 3.2600198853747013 -1.3792984617142403 5.1136952070724551 0.28633823829519245 3.2350257567707525 leaf_weight=23976 6045 330 47 651 324 145 460 27 2106 51 1017 296 307 28 100 90 536 158 3108 759 102 5807 9370 267 11371 84 1204 134 15447 126 leaf_count=23976 6045 330 47 651 324 145 460 27 2106 51 1017 296 307 28 100 90 536 158 3108 759 102 5807 9370 267 11371 84 1204 134 15447 126 internal_value=-0.0018592 -0.00104052 -0.000445177 -0.000741927 0.00256429 -0.00260777 0.00784149 0.00450241 0.00127247 0.00369121 0.00063362 0.00552558 0.00760462 0.0139512 0.0165907 0.0222774 0.0034851 0.00504899 -0.000336324 -0.000403979 -0.00347506 -0.000231627 -0.000311425 0.00533798 -0.00355537 0.000830917 3.41962e-05 0.012646 0.000379316 0.0185974 internal_weight=84473 60497 48610 44247 4363 7901 858 621 3505 1399 1856 1075 779 205 237 137 839 694 36346 35695 11887 32587 31828 574 11785 414 22458 161 16651 154 internal_count=84473 60497 48610 44247 4363 7901 858 621 3505 1399 1856 1075 779 205 237 137 839 694 36346 35695 11887 32587 31828 574 11785 414 22458 161 16651 154 is_linear=0 shrinkage=0.04 Tree=124 num_leaves=31 num_cat=0 split_feature=28 30 10 23 15 21 1 24 23 30 0 28 30 30 28 21 16 18 18 31 28 28 1 1 19 14 15 29 2 0 split_gain=90.2301 30.6269 25.3702 16.7579 23.1568 15.3308 16.6465 13.2957 7.98389 11.4734 8.64062 8.20977 9.38562 7.33273 9.25843 6.47325 6.30606 6.77325 5.91884 5.90015 5.76132 5.36731 5.18057 5.17983 5.69583 5.07355 4.96154 4.87106 4.74761 4.30826 threshold=12477.033676162971 242.64144336935394 0.78656609248549303 -142.03000000000017 10998.195000000002 12781.290000000003 1.5000000000000002 1106.2050000000011 -102.76500000000031 41.812089865939178 5.5000000000000009 13695.333582889838 92.001316254466019 58.387210603620325 13236.694130631795 12531.000000000002 12393.865000000002 11099.310000000003 13097.600000000002 11235.972187500001 15547.487512979116 15604.930297216468 1.0000000180025095e-35 1.0000000180025095e-35 12393.555000000002 -0.26037106507032781 13851.175000000001 11166.04140980424 5.5000000000000009 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 6 7 19 11 -10 18 -2 -13 14 -4 16 17 -12 -11 -6 26 -15 29 24 -21 -8 -14 -25 -22 -17 right_child=2 3 13 4 5 -7 25 -9 9 10 15 12 20 21 -16 22 -18 -19 -20 23 28 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-11.411437646098889 -1.9567240285362559 -22.303991613431261 -0.33934706401832676 -5.5486714775272219 -0.87753981746334431 -0.029733345056703483 -0.21701238650757437 0.22066062664589187 -0.74178635528824144 2.8190973419924297 0.59244753937840711 0.66074923912337147 4.3842429991878022 -4.1422601276503439 3.4840946454256909 3.5593278065716665 0.74095246868050779 3.6288746887481769 -0.25432215487610199 7.3008865918133186 -0.058568028346551254 0.83977065016566455 -0.054384571179550555 1.1298549090700141 3.1532368691659021 1.3592710098487228 -2.5590424977501192 3.2233387661248392 1.9053629742657716 0.7352156231978253 leaf_weight=33566 4279 1196 233 849 26 842 382 138 5447 74 200 2444 38 6090 94 42 804 197 44 54 2311 102 16379 51 57 265 2780 203 65 5221 leaf_count=33566 4279 1196 233 849 26 842 382 138 5447 74 200 2444 38 6090 94 42 804 197 44 54 2311 102 16379 51 57 265 2780 203 65 5221 internal_value=-0.00184405 -0.00330267 -0.00067236 -2.26443e-05 0.00163655 0.00396828 0.00691837 0.0121815 -0.000298079 6.64592e-05 0.000457993 -0.00116707 -0.000381253 -0.00298758 0.00285015 0.000402223 0.00326062 0.00738539 0.0112542 0.0159488 -0.00134309 -0.00329587 0.000243599 0.0172603 0.0244685 0.00261515 -0.00256636 0.0141102 0.000107743 0.00133536 internal_weight=84473 37629 46844 4063 2867 2018 1176 529 40325 28408 22961 11917 7638 6519 327 22843 1201 397 118 391 5194 6192 21642 365 111 647 2818 254 2376 5263 internal_count=84473 37629 46844 4063 2867 2018 1176 529 40325 28408 22961 11917 7638 6519 327 22843 1201 397 118 391 5194 6192 21642 365 111 647 2818 254 2376 5263 is_linear=0 shrinkage=0.04 Tree=125 num_leaves=31 num_cat=0 split_feature=28 10 9 21 30 28 30 1 21 30 33 23 1 23 28 23 15 28 15 28 11 27 23 29 1 30 28 28 9 1 split_gain=89.6642 48.5311 19.5381 14.593 12.9312 12.4325 19.2391 11.1104 8.63493 8.37754 15.5971 8.11888 7.15034 6.56503 6.40916 7.72421 6.20373 6.0944 5.45254 5.90624 5.37343 5.36969 5.09437 4.97499 4.96491 4.88886 10.8508 4.83389 6.87351 17.6035 threshold=11717.334635994341 0.78656609248549303 0.91597561503675362 12531.000000000002 156.50748761161825 12867.949311934786 113.07969247012964 1.0000000180025095e-35 12650.460000000001 214.04384736464456 10810.490000000002 -83.965000000000131 1.0000000180025095e-35 652.44999999999993 12168.085611043063 652.44999999999993 12687.545000000002 14465.622387771522 12864.870000000001 13205.402843446545 -0.8783796973249266 693.22499999999957 -544.16000000000065 16156.745665947876 1.5000000000000002 58.387210603620325 13318.4643460387 11351.489443180062 0.91597561503675362 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=9 2 5 4 -4 6 -2 -6 11 -1 27 -8 21 -9 -13 16 -16 25 -7 -20 -21 -5 23 -22 -12 26 -3 -11 -29 -30 right_child=1 17 3 12 7 18 8 13 -10 10 24 14 -14 -15 15 -17 -18 -19 19 20 22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-20.100345406914045 -3.8815201662157586 -0.68314201992978629 -0.16954383691378019 2.6586393706892473 7.2230404520910838 1.0908702179595628 -9.9495784984329276 2.4616656380707616 -0.81917042686672381 -9.6961334615233294 5.3747295857883648 0.42450664569385149 -0.019184394422401444 0.58334840727108384 3.8215034845066684 0.48342626207908412 -3.8727675642001498 0.11092287922953059 -1.0146062953366379 -1.6161333865546592 -2.5960188618609488 0.26681694120557509 0.10281420773216723 0.056845819971552684 0.49220528781974793 -6.8473720667439322 3.6550158285580654 -5.7872492923571963 5.9510159772686428 0.060361758966858893 leaf_weight=24662 5449 435 307 282 93 862 187 381 1437 1437 92 413 2228 178 230 208 39 657 4404 2090 1619 225 24520 1330 48 9515 78 573 67 427 leaf_count=24662 5449 435 307 282 93 862 187 381 1437 1437 92 413 2228 178 230 208 39 657 4404 2090 1619 225 24520 1330 48 9515 78 573 67 427 internal_value=-0.00181848 -0.000917803 -0.000359022 0.00243205 0.00667779 -0.000599982 -0.00202587 0.00986503 0.000868734 -0.0037041 -0.0015643 0.0035766 0.000943326 0.00773524 0.00516854 0.00832704 0.012803 -0.00334862 -0.000273942 -0.00035368 -0.000150074 0.00523077 -1.31152e-06 -0.00157206 0.0114286 -0.00359314 0.000210525 -0.00229074 -0.000251172 0.00320648 internal_weight=84473 57167 46482 3694 959 42788 7963 652 2514 27306 2644 1077 2735 559 890 477 269 10685 34825 33963 29559 507 27469 2949 140 10028 513 2504 1067 494 internal_count=84473 57167 46482 3694 959 42788 7963 652 2514 27306 2644 1077 2735 559 890 477 269 10685 34825 33963 29559 507 27469 2949 140 10028 513 2504 1067 494 is_linear=0 shrinkage=0.04 Tree=126 num_leaves=31 num_cat=0 split_feature=28 10 9 28 30 1 29 9 21 30 21 23 30 17 23 16 28 15 28 15 28 23 19 28 27 26 15 28 30 28 split_gain=89.6074 53.1355 24.7334 18.1251 17.5154 16.6608 15.1922 8.62613 8.60224 9.10919 7.98199 7.6757 7.78904 7.1126 6.77976 8.09783 6.17028 5.24175 6.32232 5.02423 5.04291 8.2111 6.51918 5.05965 5.84428 4.58186 4.71897 5.56658 4.44078 9.64976 threshold=11498.402914805669 0.78656609248549303 0.91597561503675362 12734.100496825353 147.26572295494279 1.0000000180025095e-35 11631.832911506906 0.98296291314453421 12479.810000000003 162.90781929835916 12650.460000000001 827.44499999999982 188.82986322216615 10524.345000000003 -42.180000000000284 11590.095000000001 14465.622387771522 12709.395000000002 13019.550922884233 13002.905000000001 15422.537561982474 -455.58499999999998 15269.755000000003 13285.81316818409 -872.90499999999963 896.96500000000026 13291.330000000002 14390.714276099028 71.104749899304821 13127.552947525763 decision_type=2 2 2 2 2 2 2 2 2 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 11 -8 9 -7 14 12 -4 -11 -6 -16 28 -5 -19 -20 21 -21 23 -23 -25 26 -26 -28 29 -3 right_child=1 16 5 17 10 8 7 -9 -10 13 -12 -13 -14 -15 15 -17 -18 18 19 20 -22 22 -24 24 25 -27 27 -29 -30 -31 leaf_value=-21.701827613110336 -4.7896145018979626 -2.0060149705108112 2.3821146133033726 1.28482546748375 -10.557530733332346 -0.72825426948532557 1.0038583771396234 4.8852297121860104 -0.041885255866191122 -0.15632635568492587 -1.3124565424610748 1.5192725573892718 6.1543470748566635 2.094861917129196 0.8933962865671029 3.504230753364209 0.10648596406032251 -1.3300944825365386 1.0119715836145167 -2.819472638312932 0.23254463428162855 -0.75640423563243886 -1.8324795378456109 -3.2595524046865778 1.3169606530584255 -0.72294591772429662 -0.002802721688896107 0.84798383024506152 -7.1282164654383422 2.0642264988555166 leaf_weight=23976 6045 584 36 651 145 315 460 161 2398 187 1017 80 121 605 536 158 657 3108 759 2141 9755 3431 2475 852 721 1779 7887 2787 10506 140 leaf_count=23976 6045 584 36 651 145 315 460 161 2398 187 1017 80 121 605 536 158 657 3108 759 2141 9755 3431 2475 852 721 1779 7887 2787 10506 140 internal_value=-0.00180711 -0.000986959 -0.000400742 -0.00068407 -0.00242045 0.00247261 0.00746853 0.00418035 0.00124964 0.00416621 0.000978447 0.0160844 0.0212229 0.00645454 0.00386651 0.00551009 -0.0033842 -0.00030661 -0.000371482 -0.000207077 -0.000283776 -0.000618494 -0.000365644 -9.32587e-05 0.000243547 0.000451191 0.00074594 0.000534382 -0.00360463 -0.000574587 internal_weight=84473 60497 48610 44247 7901 4363 858 621 3505 1107 1856 237 157 792 839 694 11887 36346 35695 32587 31828 22073 19932 17457 14026 13174 11395 10674 11230 724 internal_count=84473 60497 48610 44247 7901 4363 858 621 3505 1107 1856 237 157 792 839 694 11887 36346 35695 32587 31828 22073 19932 17457 14026 13174 11395 10674 11230 724 is_linear=0 shrinkage=0.04 Tree=127 num_leaves=31 num_cat=0 split_feature=28 10 30 33 24 1 23 30 21 28 30 15 23 30 28 33 21 9 18 1 10 15 13 18 21 14 20 21 15 28 split_gain=88.6287 33.1301 25.0689 19.3767 17.9504 19.3893 9.27219 14.7539 21.7559 9.14121 8.80439 8.35734 10.0289 12.6164 6.3545 5.52118 5.41384 8.31963 6.64918 6.36674 6.51918 7.24194 6.0563 5.65265 5.39911 5.35534 6.48734 5.28256 5.19243 5.17932 threshold=12168.085611043063 0.78656609248549303 217.67155913783299 10555.820000000002 90.555000000000305 1.0000000180025095e-35 -98.890000000000313 76.305246376591882 12454.580000000002 13695.333582889838 92.001316254466019 12730.915000000003 652.44999999999993 167.80231598614546 13050.09531533601 11408.435000000001 14424.705000000002 -0.98296291314453399 10710.655000000001 1.5000000000000002 -0.37940952255126015 13681.790000000003 0.65233619298682533 11957.610000000002 12580.415000000003 0.16587474750015932 12616.760000000002 12817.845000000001 13851.175000000001 14465.622387771522 decision_type=2 2 2 2 2 2 2 2 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 -1 -4 -5 27 9 14 11 -2 -11 12 13 -9 -8 28 17 -10 -19 20 -20 22 -22 -24 25 -7 -27 -6 -12 -3 right_child=1 29 3 4 5 24 7 8 16 10 15 -13 -14 -15 -16 -17 -18 18 19 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-12.941883287193471 -1.9459226398158427 -4.4828850053434453 -2.1556144224244522 -8.3005430689834903 6.7128659363356284 1.3654751914128493 -1.9145614109697915 1.9817866276606624 -2.9016917359126979 0.61205558022852202 4.3743312374692191 1.1385972395122339 0.48031415703882474 4.7709183482461057 -0.19195752194124541 0.05809949678638885 -0.16167267903394816 -0.3053875803439689 0.68262487869122912 0.30867766454689455 1.7372774646588383 0.43269989839651457 2.1975519632768061 3.7408523934961493 -0.10527381447586849 3.3431309659906288 0.70263534499198033 2.385305540328353 -1.8037117570721708 0.10222652549788276 leaf_weight=29351 4821 7498 3159 363 89 301 3025 303 919 2496 36 407 226 161 8652 2249 8899 1513 1360 3122 716 434 165 258 196 73 60 41 2923 657 leaf_count=29351 4821 7498 3159 363 89 301 3025 303 919 2496 36 407 226 161 8652 2249 8899 1513 1360 3122 716 434 165 258 196 73 60 41 2923 657 internal_value=-0.00180048 -0.000746657 -0.00339345 -0.000534331 0.00397863 0.00747368 -0.000300341 7.95746e-05 0.000782772 -0.00121517 -0.000360333 0.00624612 0.00892754 0.0122931 -0.00103349 -0.00129647 0.000438053 0.00116083 0.00159725 0.00218992 0.00352813 0.00528163 0.00695698 0.0107518 0.00457143 0.00705991 0.0137444 0.0215385 -0.0024319 -0.00308277 internal_weight=84473 50840 33633 4282 1123 760 42685 30160 18483 12525 7704 1097 690 464 11677 5208 17386 8487 7568 6055 2933 1573 1139 423 630 434 133 130 2959 8155 internal_count=84473 50840 33633 4282 1123 760 42685 30160 18483 12525 7704 1097 690 464 11677 5208 17386 8487 7568 6055 2933 1573 1139 423 630 434 133 130 2959 8155 is_linear=0 shrinkage=0.04 Tree=128 num_leaves=31 num_cat=0 split_feature=22 10 31 2 21 30 1 19 36 29 28 28 28 23 28 1 30 13 30 35 28 21 30 3 2 0 24 14 10 15 split_gain=88.6102 27.3736 17.115 10.9087 11.5314 22.9476 12.135 10.3877 9.16231 8.69085 8.32226 8.27316 8.16136 12.2568 7.38537 5.94518 5.66362 5.32341 5.04451 7.12216 4.72685 4.71854 4.6308 5.09158 4.42554 4.46687 5.45746 4.06406 3.99421 3.96521 threshold=11896.510000000002 0.37940952255126048 12419.613489583337 1.0000000180025095e-35 12479.810000000003 171.177959967547 1.0000000180025095e-35 12984.335000000001 1315.1300874461519 16156.745665947876 11229.258227993874 12734.100496825353 12168.085611043063 -91.135000000000204 11457.685086271304 1.5000000000000002 113.07969247012964 -0.71504373327588355 259.9037234484187 12538.846078869048 12734.100496825353 15160.675000000001 78.879874775044343 293.50000000000006 3.5000000000000004 20.500000000000004 339.89500000000049 -0.55656394595157355 -0.98296291314453399 13468.715000000002 decision_type=2 2 2 2 2 2 2 2 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 16 21 5 20 10 -3 15 -10 -7 -12 18 -14 -8 24 -2 29 -1 -20 -5 -4 -15 -24 25 27 -27 -9 -6 -18 right_child=1 7 3 4 28 6 14 8 9 -11 11 -13 13 22 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-15.843497930216627 -1.730963857892925 -4.4664549390171002 1.9674670664637197 -2.24546098120633 -1.4899868490692212 -4.3657900588488463 -3.1762561060397125 -0.67320875157929505 -1.8820065521519447 0.40453002724604076 6.4890996437723354 -0.21814702177045067 -3.7916925918979212 -0.32448648700676735 1.9035789509093437 -0.37997526451555103 1.3233937251858832 -0.80319113415960819 -2.1004231741127182 2.6917096026876952 1.146420987631287 0.74684170992958021 1.4802765379808294 2.6085734427915761 -0.27309188589217975 2.8979075050009762 -0.29344301820419849 3.3064827056557635 -0.054267256951147827 -1.7618485506433161 leaf_weight=25932 6356 7397 1129 741 1776 24 125 128 5324 1082 120 23 1977 570 493 604 465 3470 762 121 459 1652 561 52 219 276 70 32 22372 161 leaf_count=25932 6356 7397 1129 741 1776 24 125 128 5324 1082 120 23 1977 570 493 604 465 3470 762 121 459 1652 561 52 219 276 70 32 22372 161 internal_value=-0.00178343 -0.000822637 -0.00026683 0.000234626 -1.88277e-05 0.00291184 0.0082293 -0.00226857 -0.0012437 -0.00187075 0.0177964 0.0214545 -0.00353028 -0.0016076 0.00564401 0.00177878 -0.00165404 -0.000494142 -0.00375685 -0.000783693 -0.000566668 0.00261632 0.00161285 0.0040261 0.00422069 0.00627668 0.00883237 0.000749999 -0.000259733 0.00290096 internal_weight=84473 54498 39366 28914 26133 1985 785 15132 7735 6406 167 143 29975 3160 618 1329 10452 4096 26815 883 1200 2781 1183 613 725 506 346 160 24148 626 internal_count=84473 54498 39366 28914 26133 1985 785 15132 7735 6406 167 143 29975 3160 618 1329 10452 4096 26815 883 1200 2781 1183 613 725 506 346 160 24148 626 is_linear=0 shrinkage=0.04 Tree=129 num_leaves=31 num_cat=0 split_feature=28 10 9 28 30 1 29 2 21 30 24 0 9 28 30 28 1 15 28 10 21 29 2 23 28 2 31 35 14 1 split_gain=89.2774 49.6908 21.3471 14.5819 19.9677 13.8593 13.9605 9.83889 9.23043 9.18506 8.3741 7.02803 6.87141 6.37241 6.41801 10.6387 5.32305 5.19906 5.71121 4.95607 5.73109 5.36038 4.94529 4.87716 5.99611 5.2004 5.06903 4.72467 4.61422 5.1527 threshold=11563.487278832023 0.78656609248549303 0.91597561503675362 12867.949311934786 114.37878412733112 1.0000000180025095e-35 11631.832911506906 5.5000000000000009 12327.885000000002 153.37941873166181 1010.2250000000005 5.5000000000000009 0.98296291314453421 14217.45382495492 59.742664365629956 12985.938950837559 1.5000000000000002 12901.355000000001 13205.402843446545 -0.12940952255126037 12531.000000000002 11410.096005390527 4.5000000000000009 -473.02000000000038 15733.915445903047 1.0000000180025095e-35 12274.721510416668 13955.488511904763 -0.90161545992537195 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 10 -6 9 -7 -4 -11 -8 14 15 -3 -13 -5 -19 20 21 -9 -15 24 -20 26 -25 -14 29 -17 right_child=1 13 5 17 7 8 12 19 -10 11 -12 16 27 22 -16 28 -18 18 23 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-17.881736116148865 -3.6796483812740881 -2.2158793069313778 5.8438214835521585 0.9096634344268858 -0.37841411128833652 -0.74585822514920797 0.99124258427101952 0.18980691651745274 0.029649565585372049 3.0501058861397503 1.7744912101443564 2.8926440468492012 6.4257380102683976 -0.46080354771198112 -7.0059610068752338 3.3777467691231169 0.74101580806930201 -0.97609531848992026 -2.2100059195716826 0.58966430600797537 1.1663730158534109 3.4162749929535976 1.4004258945386858 -0.21681990483933619 0.11728516738709456 -0.088224904254829928 1.1726887445313587 3.5660201243489404 0.064376839733245012 0.40395418027619867 leaf_weight=24975 6256 379 127 1179 2029 228 449 39 2560 91 75 146 26 856 10068 68 322 4108 2289 325 175 142 76 1408 1528 21646 2667 135 63 38 leaf_count=24975 6256 379 127 1179 2029 228 449 39 2560 91 75 146 26 856 10068 68 322 4108 2289 325 175 142 76 1408 1528 21646 2667 135 63 38 internal_value=-0.00175266 -0.000910149 -0.000342858 -0.000602956 -0.00204149 0.00239577 0.00708374 0.000826567 0.00125844 0.00504701 0.016198 0.0078068 0.00406557 -0.00326567 -0.00354409 0.000671532 0.00582906 -0.000232592 -0.000324081 0.00498678 0.00824719 0.0132376 -9.44216e-05 -0.000129732 -0.00146398 6.82701e-05 0.00137914 0.0111553 0.00901775 0.0141132 internal_weight=84473 59498 47950 43791 8966 4159 812 2710 3347 787 202 559 610 11548 10616 548 468 34825 33646 681 356 181 932 29538 3817 25721 4075 161 169 106 internal_count=84473 59498 47950 43791 8966 4159 812 2710 3347 787 202 559 610 11548 10616 548 468 34825 33646 681 356 181 932 29538 3817 25721 4075 161 169 106 is_linear=0 shrinkage=0.04 Tree=130 num_leaves=31 num_cat=0 split_feature=28 10 9 28 30 1 29 23 21 30 30 2 17 19 14 19 9 20 35 23 30 28 16 9 0 21 23 0 14 14 split_gain=88.7296 52.1339 26.1298 18.8497 16.3975 16.1679 18.0318 10.1661 9.80621 11.1655 9.27095 7.2397 7.14507 6.74296 10.1716 7.34486 6.34894 5.44328 5.48768 5.19697 7.75968 6.85165 7.22092 5.44765 8.19866 10.0745 5.69827 5.62326 7.83856 7.71381 threshold=11435.496596118626 0.78656609248549303 0.91597561503675362 12734.100496825353 120.17367353043733 1.0000000180025095e-35 11572.462148190602 801.72999999999968 12427.765000000001 156.50748761161825 159.63214619215944 5.5000000000000009 10544.380000000003 12864.275000000003 -0.91595872546125101 13469.775000000001 0.98296291314453421 12827.885000000002 12501.752886904764 -125.41499999999995 41.812089865939178 15301.488759226859 15634.315000000002 -0.98296291314453399 14.500000000000002 14424.705000000002 732.97500000000139 18.500000000000004 -0.013976481981245173 -0.25206183926700709 decision_type=2 2 2 2 2 2 2 2 2 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 10 9 -7 -4 -6 -11 -3 15 -15 -8 18 -14 21 -21 -5 -23 26 -25 27 -22 29 -29 -26 right_child=1 13 5 19 11 8 16 -9 -10 12 -12 -13 17 14 -16 -17 -18 -19 -20 20 23 22 -24 24 25 -27 -28 28 -30 -31 leaf_value=-21.264790787564635 -4.6533778353771824 -9.0635299578745609 -0.27478899959764758 -1.183189150311474 -0.76829798767724511 -0.84982516293036314 1.228915246527867 1.3436817511002843 -0.041379813565239537 0.12703420164993032 6.5695837304319484 1.3991479161035532 1.5189681279090499 1.3124382284961709 -1.5755922465433674 3.8254667591485942 4.2769867615787964 1.1158555419881537 2.854052971722822 -0.59630123295784743 -2.9719425175855947 3.991506450493687 0.061298648488083966 -0.1139164927985588 0.72111640904042262 0.12357531281257438 0.557740628650226 0.94045236476463967 -4.5523265434081166 2.1917323460306162 leaf_weight=22977 5995 9182 22 7055 1728 326 490 76 2484 218 147 638 222 159 2857 39 171 154 242 5398 1536 52 3428 9058 1178 4367 1243 1612 411 1008 leaf_count=22977 5995 9182 22 7055 1728 326 490 76 2484 218 147 638 222 159 2857 39 171 154 242 5398 1536 52 3428 9058 1178 4367 1243 1612 411 1008 internal_value=-0.00173987 -0.000947445 -0.000366959 -0.000660927 -0.0023734 0.00252021 0.00730243 0.0165714 0.00133187 0.00436489 0.0220355 0.000446322 0.0068134 -0.00328414 -0.0016563 0.00711111 0.00386687 0.00900971 0.0111724 -0.00026699 3.85872e-05 -0.00101566 0.000436781 0.000395237 0.000654643 0.00154104 -0.00125081 0.00293751 0.0014177 0.00434401 internal_weight=84473 61496 49259 44707 8361 4552 906 245 3646 1162 169 2366 836 12237 3055 198 661 618 464 36346 25811 10535 3480 20413 17634 8576 2779 4209 2023 2186 internal_count=84473 61496 49259 44707 8361 4552 906 245 3646 1162 169 2366 836 12237 3055 198 661 618 464 36346 25811 10535 3480 20413 17634 8576 2779 4209 2023 2186 is_linear=0 shrinkage=0.04 Tree=131 num_leaves=31 num_cat=0 split_feature=21 23 28 33 21 30 1 28 30 28 24 2 15 33 34 12 10 36 1 10 21 33 15 3 17 9 9 13 13 1 split_gain=88.0074 30.2161 24.6886 17.8292 14.7672 33.646 17.2769 10.9466 9.23441 7.59047 8.01436 7.15439 6.19724 5.5718 5.42543 5.70153 5.29939 5.11306 5.11116 4.37596 4.22006 4.18493 4.13189 5.84844 5.24385 4.77837 4.10904 5.67257 5.06225 3.8882 threshold=11755.715000000002 -98.890000000000313 13695.333582889838 10432.500000000002 12454.580000000002 162.90781929835916 1.0000000180025095e-35 12401.780483298326 234.72789038048464 11229.258227993874 875.83000000000004 1.0000000180025095e-35 11099.310000000003 11529.165000000003 12715.365000000002 1.0000000180025095e-35 0.60355339059327384 1667.9014361830957 1.0000000180025095e-35 -0.60355339059327384 14002.435000000003 12152.130000000003 13529.705000000002 28.500000000000004 10374.710000000001 -0.98296291314453399 -0.91597561503675329 0.90892735371523092 -0.76141707087277943 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 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 26 14 5 -5 9 -1 -4 -7 -11 21 -8 -10 -3 -16 17 -9 20 -17 -13 -6 23 -21 -25 -26 27 28 -2 -14 right_child=1 3 8 4 11 6 12 16 13 10 -12 18 29 -15 15 19 -18 -19 -20 22 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-13.851601826773996 2.5913829427878943 -4.8190778267808776 0.17008549107410795 -0.65241071029864439 0.84553015750067784 -0.72637271292082972 -0.75183464445648518 -0.29635718053233429 -2.4171887511000829 6.9932619506704441 1.1630331444662567 1.050598099059656 2.6580663944936993 -0.10173748834303709 -1.2789178738341558 -1.0054852366003177 -3.136073499160577 2.1613083388406453 -0.19178986048832364 3.2678905542165801 0.022580885883953048 4.7633293696024923 -0.75146143640199836 -1.4832821592629462 -2.9933773744621619 1.0543148772768813 -3.7347238290207487 3.8069207969501453 -1.6157185449106499 1.2083290417921371 leaf_weight=26562 47 1764 5859 1026 2090 27 132 609 1923 161 41 2233 204 1579 4986 1862 489 321 14500 29 2693 154 1025 505 268 1710 10732 50 521 371 leaf_count=26562 47 1764 5859 1026 2090 27 132 609 1923 161 41 2233 204 1579 4986 1862 489 321 14500 29 2693 154 1025 505 268 1710 10732 50 521 371 internal_value=-0.00172661 -0.000817957 -0.0020339 -0.00011414 0.000526065 0.00384913 0.00933333 -0.00356113 -0.000513194 0.0188821 0.0215446 0.000225195 0.00624045 -0.00213821 -0.00135945 -0.00101107 -0.000138126 0.00163441 -2.18274e-05 -0.000110392 0.00109135 0.00236364 0.00071586 0.00158917 0.00138059 0.0023094 -0.00328811 -0.000116506 -0.00125352 0.00803478 internal_weight=84473 56492 20711 35781 23632 1962 936 27981 9361 229 202 21670 707 3502 12149 10385 1419 930 19426 5399 4926 2244 3537 2512 2483 1978 11350 618 568 575 internal_count=84473 56492 20711 35781 23632 1962 936 27981 9361 229 202 21670 707 3502 12149 10385 1419 930 19426 5399 4926 2244 3537 2512 2483 1978 11350 618 568 575 is_linear=0 shrinkage=0.04 Tree=132 num_leaves=31 num_cat=0 split_feature=28 10 30 21 28 28 30 33 1 29 1 24 7 9 9 1 15 16 27 17 28 21 0 14 20 24 30 30 21 9 split_gain=88.2328 50.9343 22.1912 39.9303 20.2905 17.4077 13.9471 12.7161 16.7819 9.52306 8.89356 7.2909 6.38735 5.65103 5.46177 9.98025 5.39662 5.18096 5.15314 5.11945 5.05718 4.93827 4.6361 5.67342 4.62616 4.59137 5.55321 4.186 4.00554 4.31498 threshold=11435.496596118626 0.37940952255126048 118.62070220110392 12531.000000000002 12885.65542151033 13003.543349881691 128.84279086491267 10804.075000000003 1.0000000180025095e-35 16156.745665947876 1.5000000000000002 476.92000000000013 1.0000000180025095e-35 -0.78656609248549303 -0.98296291314453399 1.5000000000000002 12157.975000000002 13414.200000000003 -715.32500000000061 13048.890000000001 14217.45382495492 14424.705000000002 13.500000000000002 -0.013976481981245173 13084.015000000001 898.53000000000168 179.22478705149061 167.80231598614546 12142.330000000002 0.98296291314453421 decision_type=2 2 2 2 2 2 2 2 2 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 7 -2 -3 10 12 16 17 11 13 14 -7 -4 19 -9 -8 -5 25 21 -6 -17 -24 27 26 -16 -10 29 -29 right_child=1 5 3 18 20 6 9 8 24 -11 -12 -13 -14 -15 15 22 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-20.014880671883759 -3.2456926446639103 -6.1416805327378494 -0.89251602842212441 -1.1903012195674278 -0.25065088851395617 0.70034720576520126 1.1209546952638301 6.7354488281530518 0.84094331009073797 0.39891241503986175 -0.38989468244205971 -3.0814147150752977 -0.0077311112168013934 1.9965973166864082 2.8169780379078002 0.48069863275190733 4.6314496159043701 -2.390201684077053 0.24237729020646057 -1.5330020768112043 0.26677720900960106 -3.9718386075504202 1.0918980623947681 3.6315690817505599 0.85907718802571464 1.1212915942794883 4.9860049621332978 3.2951424434842669 1.793168520792338 2.7035441506162714 leaf_weight=22977 5474 11053 161 2057 9564 386 226 116 109 1079 879 250 512 568 84 394 38 6097 13464 40 6822 1098 175 72 205 87 170 92 134 90 leaf_count=22977 5474 11053 161 2057 9564 386 226 116 109 1079 879 250 512 568 84 394 38 6097 13464 40 6822 1098 175 72 205 87 170 92 134 90 internal_value=-0.00170578 -0.000915573 -0.000100396 0.00095111 -0.00092482 -0.00254124 -0.00128413 0.00566519 0.00987755 -0.00209781 0.0016073 0.00384053 0.00371681 0.00543396 0.00533221 0.00641096 0.0217143 -0.0026905 0.000198182 0.0115381 -0.000259438 -0.000803603 0.00336349 0.00765992 0.00698413 0.0131261 0.0158425 0.0093647 0.0116962 0.0155604 internal_weight=84473 61496 40958 18000 22958 20538 9485 2479 784 7402 2083 1204 1695 954 1183 1022 154 6323 15521 381 17484 10662 641 247 630 341 254 425 316 182 internal_count=84473 61496 40958 18000 22958 20538 9485 2479 784 7402 2083 1204 1695 954 1183 1022 154 6323 15521 381 17484 10662 641 247 630 341 254 425 316 182 is_linear=0 shrinkage=0.04 Tree=133 num_leaves=31 num_cat=0 split_feature=28 10 9 28 1 15 30 21 21 30 19 14 30 23 30 21 28 2 21 28 20 19 28 30 33 1 17 13 9 21 split_gain=86.8936 52.1185 26.3952 20.6964 20.5721 28.2247 11.6466 20.1867 8.12806 10.8105 8.10817 10.5637 6.94187 6.42605 10.0453 13.0192 8.59662 8.5233 6.28672 6.21768 6.14074 6.13545 5.93902 5.90311 5.66027 5.31274 8.97076 7.01356 6.52406 4.71956 threshold=11331.504191025995 0.78656609248549303 0.91597561503675362 12015.82504123891 1.0000000180025095e-35 11273.730000000001 131.71506657262705 12798.890000000001 12354.965000000002 156.50748761161825 12864.275000000003 -0.90892157495189674 193.55783962508335 -98.890000000000313 78.049919785949655 12379.055000000002 13205.402843446545 5.5000000000000009 12354.965000000002 11992.021995800906 15053.335000000001 13469.775000000001 12849.152133741138 92.001316254466019 11398.515000000001 1.5000000000000002 11394.85 -0.861146256326485 0.98296291314453421 10156.450000000003 decision_type=2 2 2 2 2 2 2 2 2 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 12 5 18 -7 19 9 -6 -3 21 -2 16 22 17 -5 29 -4 -8 -13 -12 -15 -18 -25 27 -27 -11 -28 -16 right_child=1 10 4 13 8 6 7 -9 -10 25 11 20 -14 14 15 -17 23 -19 -20 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31 leaf_value=-22.302684876889934 -6.3281918069665934 -8.6126282872781523 7.8877496552114756 -2.3810872392708702 -1.1361269682445423 -1.0467308621094928 6.1019592636146571 1.4698967656702941 -0.064793967809608277 3.890033678287101 1.1437548363585515 -1.7199968161092003 0.59173480051535732 -2.5171302805925166 3.4138797829396932 0.17106199261418528 0.35108939952008589 2.4144942550007609 2.5529372939550763 3.8566398193324609 0.98089349281904148 3.6208750095023756 -0.22149678160280725 -1.6559154652140948 0.063162361140491424 0.55942308879225489 2.9547349290867864 1.8443517979910633 -0.37460411637183827 1.0402515038501456 leaf_weight=21312 4121 9743 88 3098 363 254 105 435 2643 45 165 2764 451 2035 45 15202 3735 224 42 82 87 39 10076 3556 2314 496 92 217 25 619 leaf_count=21312 4121 9743 88 3098 363 254 105 435 2643 45 165 2764 451 2035 45 15202 3735 224 42 82 87 39 10076 3556 2314 496 92 217 25 619 internal_value=-0.00168447 -0.000939251 -0.000360027 -0.000660217 0.00243339 0.00753081 0.00494977 0.00789711 0.00111208 0.00378675 -0.00321863 -0.00142062 -0.0032126 -0.000374928 -3.84393e-05 0.000616531 -0.00112194 0.00532432 0.0249231 0.0188877 -0.00204981 0.00737255 -0.000908596 -0.000530974 -0.00132198 0.00619428 0.00415661 0.0109618 0.0141197 0.00304819 internal_weight=84473 63161 50363 45476 4887 1006 876 622 3881 1238 12798 3055 4572 40904 28201 16090 12703 888 130 187 2851 204 12111 9605 5870 875 613 262 117 664 internal_count=84473 63161 50363 45476 4887 1006 876 622 3881 1238 12798 3055 4572 40904 28201 16090 12703 888 130 187 2851 204 12111 9605 5870 875 613 262 117 664 is_linear=0 shrinkage=0.04 Tree=134 num_leaves=31 num_cat=0 split_feature=28 23 30 29 21 1 23 9 28 17 1 30 1 12 20 21 29 19 33 2 24 26 29 11 13 21 30 27 33 2 split_gain=87.4341 36.3361 40.6228 32.7293 26.3012 31.1964 19.841 15.1468 13.0087 8.03803 8.17654 7.28196 5.76803 5.63002 7.99694 6.0223 5.46843 5.98294 5.05873 4.96102 4.79151 4.64624 4.48776 4.47093 4.23337 3.92217 3.91698 3.67493 3.64307 3.71737 threshold=12525.555836142308 89.604999999999578 164.64388309743967 10932.340894496441 12427.765000000001 1.0000000180025095e-35 -399.42499999999922 0.91597561503675362 14390.714276099028 11437.615000000002 1.5000000000000002 259.9037234484187 1.0000000180025095e-35 1.0000000180025095e-35 12183.875000000002 14087.190000000002 11026.286619004139 12917.450000000003 11398.515000000001 5.5000000000000009 1043.7300000000007 -874.7500000000008 11314.558839746534 -0.8783796973249266 -0.861146256326485 13171.475 137.78785945235686 -690.12999999999909 10481.325000000003 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -5 -2 10 11 -7 20 21 -15 27 -9 -18 26 -20 25 -8 -12 -11 -13 -6 -10 -16 -23 -30 right_child=6 2 3 4 12 9 13 16 18 23 22 24 -14 14 15 -17 17 -19 19 -21 -22 28 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-11.972870290195285 -3.6360817166135302 -5.4013660781202182 -6.4145323469819093 2.429629796925 3.1899298514461409 0.15927627419803003 0.49156861005842578 3.9479687555998506 1.5322906075990952 1.9933667368468082 -0.69167099976412683 3.7044280832402405 -0.31544610519196709 -0.21087796528628397 -2.1712331913152476 0.36973745079837533 7.5188259705635074 1.1847729173010733 0.13030892468454286 1.35967177349156 -0.45695489494737551 -0.94126594017303722 0.98070877074645513 3.2022881009271611 2.1174145727867795 0.73949335596423138 -1.2894226554076005 1.2585305566716398 0.062241752775323754 -0.60204720751392893 leaf_weight=27511 5672 5776 1488 133 187 152 3069 43 159 34 450 59 1334 7177 187 5155 169 20 2303 129 220 4395 345 87 179 108 1398 2198 8434 5902 leaf_count=27511 5672 5776 1488 133 187 152 3069 43 159 34 450 59 1334 7177 187 5155 169 20 2303 129 220 4395 345 87 179 108 1398 2198 8434 5902 internal_value=-0.00168021 -0.00309336 -0.00112537 0.00151118 0.00361364 0.00725075 -0.000508295 0.017589 -0.00212028 0.00436141 0.00335865 0.00810256 0.000326662 -8.18259e-05 0.00052266 0.00143236 0.0237586 0.0266878 -0.000370019 0.000769736 0.00392233 -0.000489909 0.00103145 0.0141818 0.0124706 0.00725424 -0.00215029 0.00309434 -0.000726284 -0.000417412 internal_weight=84473 38295 10784 5008 3520 1671 46178 365 9661 1306 1185 390 1849 36517 14717 7540 232 189 3989 2432 515 21800 795 121 238 295 1557 2385 18731 14336 internal_count=84473 38295 10784 5008 3520 1671 46178 365 9661 1306 1185 390 1849 36517 14717 7540 232 189 3989 2432 515 21800 795 121 238 295 1557 2385 18731 14336 is_linear=0 shrinkage=0.04 Tree=135 num_leaves=31 num_cat=0 split_feature=28 30 23 24 29 1 28 21 30 0 28 1 9 0 21 0 2 30 24 33 22 35 18 14 36 2 27 9 0 2 split_gain=86.8849 28.5342 28.4087 26.6243 25.9085 21.898 18.9552 18.2683 9.33674 10.263 8.0125 7.746 11.0301 7.67059 14.4597 7.14019 7.02982 6.56808 6.55311 6.12149 5.78141 5.57798 5.28839 4.58349 4.49475 4.27469 4.15011 4.40629 5.00093 4.8217 threshold=12140.399118961019 203.52368931271462 -242.71499999999921 -133.03499999999892 10932.340894496441 1.5000000000000002 14217.45382495492 12327.885000000002 72.854790230522994 5.5000000000000009 13050.09531533601 1.0000000180025095e-35 0.91597561503675362 21.500000000000004 12531.000000000002 21.500000000000004 5.5000000000000009 47.294971331033459 -241.37499999999997 11398.515000000001 12800.685000000001 14624.689367559526 13274.615000000002 0.3484035575467645 1302.3602431013803 5.5000000000000009 -715.32500000000061 -0.98296291314453399 12.500000000000002 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=1 -1 6 -3 -5 7 -2 11 10 18 -4 12 -6 14 16 -12 -11 -8 -10 -19 23 -20 -17 -9 -13 -21 -16 -28 -29 -30 right_child=2 3 8 4 5 -7 17 20 9 13 15 24 -14 -15 26 22 -18 19 21 25 -22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=-10.643140632542226 -3.5741766366175995 -21.661156221676066 -1.5286287666589053 -5.1658256130042322 2.3324447058586451 0.19677039547458852 1.374044407782012 1.7263794299869679 -1.2807541116049197 1.3820040868479546 -0.14628464753065881 0.70828153249806691 7.0727130855318707 -4.7360499509630181 -1.2130066444168939 0.0070325829765037987 2.3935001156957671 -1.1079922010856915 3.0594959245211868 0.078167739755998278 -0.041156925303774905 1.9079856589514996 2.5593661639866769 3.8405660712947909 3.1691230647870721 0.96735974042504769 -1.1155683474402602 -0.021892734630293703 1.6721941218444465 0.55082302190320098 leaf_weight=28187 9007 2091 4366 1021 53 1043 300 151 51 1093 10477 127 124 918 1726 79 275 2281 36 2804 266 124 98 64 173 156 2426 7187 1233 6536 leaf_count=28187 9007 2091 4366 1021 53 1043 300 151 51 1093 10477 127 124 918 1726 79 275 2281 36 2804 266 124 98 64 173 156 2426 7187 1233 6536 internal_value=-0.00166979 -0.00326006 -0.000634945 -0.000510856 0.00189014 0.00453573 -0.00213033 0.00890188 -4.09566e-05 0.000491552 -0.000806925 0.0144486 0.0210847 0.000404972 0.000565344 -0.000215507 0.00453801 -0.000289479 0.00927014 -0.000618967 0.00340125 0.01325 0.00775141 0.00827907 0.0105333 0.00058108 0.000280928 0.000466689 0.000723187 0.00142669 internal_weight=84473 33300 51173 5113 3022 2001 14548 958 36625 21605 15020 477 177 21394 20476 10654 1368 5541 211 5241 481 160 177 215 300 2960 19108 17382 14956 7769 internal_count=84473 33300 51173 5113 3022 2001 14548 958 36625 21605 15020 477 177 21394 20476 10654 1368 5541 211 5241 481 160 177 215 300 2960 19108 17382 14956 7769 is_linear=0 shrinkage=0.04 Tree=136 num_leaves=31 num_cat=0 split_feature=28 10 30 21 28 28 1 0 30 33 27 1 10 14 28 10 28 19 1 0 7 23 14 0 27 13 23 1 24 24 split_gain=86.9099 50.2196 21.849 38.2682 19.7061 18.4697 16.1398 30.4333 15.8758 10.6182 9.79466 9.22579 7.65694 7.42713 6.50633 6.36975 7.22048 5.63456 4.7696 6.22249 6.32538 4.75613 6.6183 6.67326 4.60114 4.49382 6.43228 4.15882 4.07928 3.66334 threshold=11331.504191025995 0.37940952255126048 118.62070220110392 12531.000000000002 13050.09531533601 12774.786675585801 1.0000000180025095e-35 7.5000000000000009 142.48931627457299 11519.755000000003 609.88500000000033 1.5000000000000002 0.60355339059327384 -0.61236746317008228 14217.45382495492 0.1294095225512602 11830.750196812913 12917.450000000003 2.5000000000000004 14.500000000000002 1.0000000180025095e-35 122.64499999999954 -0.6905596507703472 15.500000000000002 -715.32500000000061 -0.90163369914317015 468.45499999999998 2.5000000000000004 413.7799999999998 -87.494999999999877 decision_type=2 2 2 2 2 2 2 2 2 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 -2 28 7 10 11 -10 17 12 -7 29 -11 25 -17 -4 -6 20 -20 22 -21 -24 -5 26 -8 -18 -3 -14 right_child=1 5 3 24 18 8 15 -9 9 14 -12 -13 13 -15 -16 16 27 -19 19 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-20.635457571495863 -2.3797018703346984 -7.4766694144996029 7.2572974949751714 -1.0911782898871329 -0.2788393510953534 -0.022609799145480655 2.4234852949842045 2.2444319218450692 -2.8162329186958801 -1.9565302239698819 2.1515944727782745 -0.42442369347100306 1.3694211952909405 0.52217965445410264 0.42896465152149665 0.44338334485566694 1.6728867126238074 3.2359060548284413 -0.88753679558256393 0.13198854744796143 0.6544982824291371 0.14088980552985442 0.9603323626613558 3.6437979777236196 0.22633703331991809 0.6770976506487304 -0.096569973392305886 2.7856097228550425 -0.09039303793076002 2.4609471655667288 leaf_weight=21312 7648 9829 166 2062 11936 698 179 352 5580 890 42 1273 226 395 1588 127 82 31 1417 270 1299 424 242 237 13519 1676 97 55 487 334 leaf_count=21312 7648 9829 166 2062 11936 698 179 352 5580 890 42 1273 226 395 1588 127 82 31 1417 270 1299 424 242 237 13519 1676 97 55 487 334 internal_value=-0.00166174 -0.000916453 -0.000111895 0.000920599 -0.000920718 -0.00249765 0.00521981 0.0110931 -0.00135616 -0.00227253 0.0221088 0.00116746 0.00313854 0.00546597 -9.36248e-05 0.00365343 0.00948485 0.0258477 -0.000115009 0.00110157 5.00727e-05 0.00353623 0.0054526 0.00827557 0.000146074 0.00286475 0.0075942 0.015854 -0.00371307 0.00842857 internal_weight=84473 63161 41861 18388 23473 21300 2807 591 10984 8058 239 2926 1653 955 2478 2216 264 197 15825 3889 2716 1173 749 479 15581 1952 276 137 10316 560 internal_count=84473 63161 41861 18388 23473 21300 2807 591 10984 8058 239 2926 1653 955 2478 2216 264 197 15825 3889 2716 1173 749 479 15581 1952 276 137 10316 560 is_linear=0 shrinkage=0.04 Tree=137 num_leaves=31 num_cat=0 split_feature=28 10 9 28 1 15 33 9 21 30 14 18 21 16 1 30 15 30 13 23 30 21 28 2 16 30 19 21 9 0 split_gain=86.6584 53.2252 26.6483 21.7367 20.921 28.1705 10.1662 9.66751 8.27909 9.06718 7.88869 7.61039 7.28259 6.59915 8.12039 6.2386 8.65976 6.19762 6.09046 5.76084 8.9916 8.82988 8.25182 7.65044 6.64405 6.28176 5.58068 4.51391 4.44904 7.94174 threshold=11271.429149519943 0.78656609248549303 0.91597561503675362 12015.82504123891 1.0000000180025095e-35 11230.025000000001 12139.295 0.98296291314453421 12327.885000000002 134.74476444686778 -0.75013812021657655 11394.85 12354.965000000002 11546.260000000002 1.5000000000000002 58.387210603620325 12810.015000000001 164.64388309743967 -0.861146256326485 -133.27000000000041 41.184557788656022 12379.055000000002 15301.488759226859 5.5000000000000009 15694.085000000001 78.879874775044343 12900.565000000001 10752.300000000001 -0.98296291314453399 14.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 17 5 12 15 10 9 -6 -7 -9 -4 14 18 16 -3 -2 -11 22 -21 23 -5 27 -24 -25 -15 -22 -23 -30 right_child=1 6 4 19 8 7 -8 11 -10 13 -12 -13 -14 26 -16 -17 -18 -19 -20 20 21 28 24 25 -26 -27 -28 -29 29 -31 leaf_value=-21.769122546582366 -5.7893163033502519 -3.3890311475522163 7.1269567592992997 -1.2885866218838573 -1.3795782886862917 5.2249698026628373 0.39775177360627006 6.6089010908272092 -0.059378472406857431 3.3700519130591675 1.0911482743031273 3.501505829670104 3.4491245197473672 2.4935766975499614 0.53248892070301634 -5.8111203954666228 1.4364714359588266 0.15728723788483082 1.6828393735356124 -0.66053925525473889 2.9904524858588117 -1.2832795508628485 3.899165056140073 0.26190185527998044 0.062937940138435761 2.3149470381599015 0.2539674789713362 0.41211532609831908 -0.24371106129877507 0.59834198654857529 leaf_weight=20313 4364 336 108 7764 315 28 820 37 2707 54 652 196 42 90 582 11769 223 659 226 6280 164 2853 69 105 3361 224 48 1062 9841 9181 leaf_count=20313 4364 336 108 7764 315 28 820 37 2707 54 652 196 42 90 582 11769 223 659 226 6280 164 2853 69 105 3361 224 48 1062 9841 9181 internal_value=-0.00164232 -0.000921447 -0.000336549 -0.000640757 0.00241101 0.00740169 -0.00319075 0.00476232 0.00109199 0.00369582 0.00235294 0.011794 0.0234667 0.00556 0.00425986 -0.00347761 0.000651162 -0.00312403 0.00985714 -0.000335812 -4.44304e-05 0.000315833 -0.00110917 0.00322829 0.00052478 0.00864438 0.0136812 0.00177488 0.000108799 0.000329723 internal_weight=84473 64160 51012 45927 5085 1063 13148 913 4022 1315 680 233 150 1000 862 12328 559 5023 280 40904 29710 23430 11194 1555 3430 329 138 1226 21875 19022 internal_count=84473 64160 51012 45927 5085 1063 13148 913 4022 1315 680 233 150 1000 862 12328 559 5023 280 40904 29710 23430 11194 1555 3430 329 138 1226 21875 19022 is_linear=0 shrinkage=0.04 Tree=138 num_leaves=31 num_cat=0 split_feature=28 23 33 1 23 30 21 30 15 24 29 1 28 0 9 10 0 0 33 30 21 19 28 30 21 18 1 0 0 32 split_gain=86.494 36.5009 36.3755 19.1542 17.6932 14.8584 20.143 12.9494 11.8886 11.2563 10.3738 8.40595 6.62204 7.5145 5.14182 4.97849 5.1046 9.68688 5.26529 5.02712 9.10439 4.9753 7.1366 4.77753 5.9477 8.0789 4.75081 4.68983 4.97643 4.89627 threshold=12525.555836142308 89.604999999999578 10628.200000000003 1.0000000180025095e-35 -585.66999999999905 130.31529991017737 12327.885000000002 203.52368931271462 10811.470000000003 747.34499999999855 14909.917435332729 1.5000000000000002 11192.603291024592 6.5000000000000009 -0.98296291314453399 -0.98296291314453399 17.500000000000004 15.500000000000002 10498.090000000002 37.031143085394923 14466.340000000002 15269.755000000003 15422.537561982474 167.80231598614546 12626.625000000002 11702.330000000002 1.0000000180025095e-35 13.500000000000002 14.500000000000002 1416.867278881185 decision_type=2 2 2 2 2 2 2 2 2 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 7 5 10 -4 12 -3 -9 11 -2 14 -7 -14 -10 -6 17 18 -17 -19 -21 27 -23 -5 25 -25 -16 -20 -29 -30 right_child=4 2 3 23 15 6 -8 8 9 -11 -12 -13 13 -15 26 16 -18 19 21 20 -22 22 -24 24 -26 -27 -28 28 29 -31 leaf_value=-10.716231999573036 -4.2512508462932388 -4.7840357230082491 -1.5639731860539732 -1.5160775618525646 -1.3560916123016393 0.053483547096644699 2.1537126339975199 -5.9952689457868029 -2.9066763772581385 -0.14123776140713359 -0.146851753299064 0.67043326466398045 8.3254118726314044 4.3634201351618422 5.5242293166314509 -0.59709702787231111 -0.39296696440965539 -0.74232294038598523 0.47327517031179189 1.609972183410642 0.53753992120116634 -1.8624771673292424 0.26907901289230962 1.352367768089678 -0.16892796006765312 2.6250113127495744 1.8083319510954323 -1.625890811350337 -0.65959773646635067 1.2781138668699061 leaf_weight=27511 4202 6074 123 382 2488 21 252 824 36 1154 3137 387 88 87 87 5386 11256 678 7223 2141 2533 1879 2847 637 430 39 163 1237 596 575 leaf_count=27511 4202 6074 123 382 2488 21 252 824 36 1154 3137 387 88 87 87 5386 11256 678 7223 2141 2533 1879 2847 637 430 39 163 1237 596 575 internal_value=-0.00163664 -0.00304217 -0.00106973 0.00371248 -0.000471048 0.00994045 0.0133214 -0.00219828 0.000134288 0.00193322 -0.00227225 0.00604458 0.0229388 0.0254857 0.0112448 -0.000130694 -1.22152e-05 0.000305239 -0.000103937 0.00181465 0.00228156 0.000296161 -0.000766823 0.00132258 0.00265461 0.00499408 0.01328 0.000817775 -0.000710964 0.00115798 internal_weight=84473 38295 10784 2059 46178 571 448 8725 2651 1827 7339 673 196 175 286 38839 36351 25095 19743 5352 4674 14357 4726 1488 1106 676 250 9631 2408 1171 internal_count=84473 38295 10784 2059 46178 571 448 8725 2651 1827 7339 673 196 175 286 38839 36351 25095 19743 5352 4674 14357 4726 1488 1106 676 250 9631 2408 1171 is_linear=0 shrinkage=0.04 Tree=139 num_leaves=31 num_cat=0 split_feature=28 10 30 9 1 28 33 30 9 21 28 22 28 1 13 11 14 9 0 21 17 36 10 28 24 21 0 21 30 30 split_gain=88.4554 35.676 18.7677 22.7832 30.9349 33.7044 9.14618 9.19222 9.10899 12.8744 9.10562 8.87461 8.79089 7.11948 7.19082 6.37706 5.73412 8.78273 12.5497 10.2865 9.83466 5.13441 7.30206 6.88568 4.71361 4.5355 4.50134 4.2957 4.26868 4.21687 threshold=11808.791023824606 0.78656609248549303 188.82986322216615 0.91597561503675362 1.0000000180025095e-35 11137.414939136646 12139.295 77.126830623805958 0.91597561503675362 12327.885000000002 12734.100496825353 12800.685000000001 11271.429149519943 1.5000000000000002 -0.90163369914317015 -0.8783796973249266 -0.77243990499604276 -0.78656609248549303 17.500000000000004 12672.480000000001 12316.745000000003 1229.6390687610813 -0.5 14357.051493374422 -549.05500000000018 14546.530000000001 16.500000000000004 9956.1650000000027 41.812089865939178 48.600966321248627 decision_type=2 2 2 2 2 2 2 2 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 8 -1 -4 5 -5 7 10 15 29 -3 -7 -6 14 -14 -2 -17 18 19 20 -18 22 -19 27 -21 28 -22 -23 -26 -10 right_child=1 6 3 4 12 11 -8 -9 9 -11 -12 -13 13 -15 -16 16 17 21 -20 24 26 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-13.046788291928124 -1.2712678015751939 -2.7855955965650767 -9.4954062991542418 -1.6741768489151971 -4.8797985495525058 6.2486870727198713 0.39630999873997219 -4.6300364531700424 -0.83182609145310027 0.29727254102258044 1.4252101874071246 3.6596314217848001 2.9081954987054148 -0.047657911303366995 1.4495989601398001 -0.63082712394772134 4.2663993378397231 0.11678628323625777 -0.054352284711210279 7.8114584928662021 0.61875604019331676 1.9643372301227977 1.6589074527186156 0.081735593711327201 -0.35599413524637014 0.57452086177430828 2.7844543488047537 -0.89896159668692122 1.8058497825143796 2.0477722314316869 leaf_weight=24186 4205 345 2568 149 685 173 820 8689 73 2873 308 51 53 536 237 7370 77 1112 6971 44 185 179 351 8635 318 2271 61 9145 1293 510 leaf_count=24186 4205 345 2568 149 685 173 820 8689 73 2873 308 51 53 536 237 7370 77 1112 6971 44 185 179 351 8635 318 2271 61 9145 1293 510 internal_value=-0.00161439 -0.000687383 -0.00342175 -0.00103504 0.00230573 0.012622 -0.00283094 -0.00318647 -0.000210454 0.00176389 0.0013905 0.0224286 -0.000240901 0.00253753 0.00758621 -0.000372079 -0.000208567 3.23729e-05 0.00092335 0.00263685 0.00949845 -0.000482341 0.00179631 -0.000667967 0.00207234 0.00192478 0.00559349 -0.00142171 0.00354811 0.00718353 internal_weight=84473 55835 28638 4452 1884 373 10162 9342 45673 3456 653 224 1511 826 290 42217 38012 30642 11220 4249 323 19422 1463 17959 3926 3882 246 9324 1611 583 internal_count=84473 55835 28638 4452 1884 373 10162 9342 45673 3456 653 224 1511 826 290 42217 38012 30642 11220 4249 323 19422 1463 17959 3926 3882 246 9324 1611 583 is_linear=0 shrinkage=0.04 Tree=140 num_leaves=31 num_cat=0 split_feature=28 10 30 9 1 28 23 28 30 21 28 35 19 30 28 10 21 13 9 32 1 1 14 2 15 0 0 9 0 34 split_gain=88.287 38.0386 15.5907 18.6905 28.6681 33.4027 13.6579 14.0452 13.4006 28.0328 9.88641 9.80089 9.8443 8.11033 7.92412 7.37212 6.92664 6.79695 5.88361 5.95238 5.69917 5.61245 6.59824 5.53461 5.08262 5.18889 5.03716 5.5146 7.35312 5.03216 threshold=11694.46553780718 0.91597561503675351 182.34174473547566 0.91597561503675362 1.0000000180025095e-35 11137.414939136646 -133.27000000000041 13772.673722993732 94.193483472816652 12531.000000000002 12622.60633541248 12476.494806547622 13851.725000000002 234.72789038048464 11210.602525274002 0.60355339059327384 12169.690000000001 -0.88622299073327826 -0.78656609248549303 935.63936849525624 1.5000000000000002 1.5000000000000002 -0.59867820553660911 4.5000000000000009 13805.485000000002 21.500000000000004 21.500000000000004 -0.98296291314453399 14.500000000000002 19194.770000000004 decision_type=2 2 2 2 2 2 2 2 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 -1 -4 5 -5 7 -2 10 11 -8 26 18 24 -6 -12 -7 20 19 -13 -16 22 -17 -20 -9 -26 27 -10 -29 -3 right_child=1 29 3 4 14 16 8 13 9 -11 15 12 -14 -15 17 21 -18 -19 23 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-13.958007782750258 -2.1744482261591562 -5.7621900553195893 -10.78314840305902 -1.6159780432388144 -7.0988210383400512 6.1703204117540524 -2.8219409091071412 2.5563517471739763 -2.2119178348341424 0.14196496960083216 -0.2802897695397189 2.2625399923778358 0.72102171084987432 -0.83343291688133125 2.6329076503448592 1.8330446410994794 3.8131648464565342 0.058094632922222 2.5173607215921452 4.2168815126909562 0.6004115009057337 -0.16587953940434222 -0.56839693477076381 1.3115353238228176 0.12741365453381057 1.516230451939063 -7.728440714440457 0.7660327533301764 1.7187143555696305 0.79056554383188571 leaf_weight=22693 6750 6543 2498 166 653 134 2984 66 165 16553 13144 24 253 2889 60 466 79 614 372 56 76 443 171 189 4897 137 182 681 403 132 leaf_count=22693 6750 6543 2498 166 653 134 2984 66 165 16553 13144 24 253 2889 60 466 79 614 372 56 76 443 171 189 4897 137 182 681 403 132 internal_value=-0.00159734 -0.000711653 -0.00348541 -0.00127103 0.00185858 0.0116201 -0.000338811 -0.00136482 8.02518e-05 0.000816187 -0.000727105 0.00492903 0.00821476 -0.000229817 -0.000778333 -0.000287965 0.0221033 0.00202667 0.0108518 0.021 0.0101176 0.00288889 0.00529356 0.00940463 0.000729411 0.000584822 0.00287631 0.00378222 0.00481919 -0.00355056 internal_weight=84473 57500 26973 4280 1782 379 50825 14739 36086 18878 17208 2325 894 7989 1403 14224 213 750 641 80 136 1080 637 561 5100 5034 1431 1249 1084 6675 internal_count=84473 57500 26973 4280 1782 379 50825 14739 36086 18878 17208 2325 894 7989 1403 14224 213 750 641 80 136 1080 637 561 5100 5034 1431 1249 1084 6675 is_linear=0 shrinkage=0.04 Tree=141 num_leaves=31 num_cat=0 split_feature=28 10 9 1 15 28 28 30 33 9 30 14 21 30 21 35 20 35 18 1 1 10 0 0 0 0 0 21 14 14 split_gain=88.1669 47.9582 23.285 21.4808 23.9311 18.5478 13.0113 17.0585 9.34971 8.85202 8.19579 7.28693 7.05607 7.40782 6.89529 6.74793 8.87136 6.42576 5.78388 5.49172 6.94092 7.34738 7.64385 10.7074 11.8938 9.36236 5.72403 4.7086 4.68227 14.8636 threshold=11271.429149519943 0.78656609248549303 0.91597561503675362 1.0000000180025095e-35 11230.025000000001 12015.82504123891 13065.117486749443 121.51816714197768 11573.255000000003 0.98296291314453421 164.64388309743967 -0.73865259438682551 12354.965000000002 127.33060915906843 12354.965000000002 12419.50635416667 12751.080000000002 13955.488511904763 13324.865000000003 1.0000000180025095e-35 2.5000000000000004 0.37940952255126048 14.500000000000002 16.500000000000004 15.500000000000002 18.500000000000004 11.500000000000002 11965.920000000002 1.0000000180025095e-35 -0.54219087765047058 decision_type=2 2 2 2 2 2 2 2 2 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 14 10 -3 18 -9 11 -2 -6 13 -5 -4 -15 -17 -11 -8 -7 -21 22 26 24 -24 -25 -22 -26 29 -27 right_child=1 6 3 12 9 19 7 8 -10 17 -12 -13 -14 15 -16 16 -18 -19 -20 20 21 -23 23 25 27 28 -28 -29 -30 -31 leaf_value=-19.598421807366744 -4.7684687428593273 -8.3703186750632348 6.4952588270864169 -1.363483369270635 4.5115471567813845 0.28757810625023406 0.22492758503177029 -3.0095034742536111 0.21121365194118555 6.3343441006575727 0.57350003808714523 1.00303012478141 -0.088607822015323134 0.44849575382242457 3.0534231226363091 1.8634215250944441 0.18839325465000539 2.6285732267101127 2.7800599913379354 -0.48824924256023894 0.27018590076757132 -0.87416368504417796 0.45984514363089241 -1.2142678776314477 4.2443676856610759 0.036591132976933845 -1.0137098436618033 2.8180075296361036 0.51221386308451822 3.798233994449784 leaf_weight=20313 4364 9366 108 300 29 10138 118 2204 1272 72 659 651 2665 479 42 381 197 161 188 20465 2762 1787 676 1546 24 209 2024 675 444 154 leaf_count=20313 4364 9366 108 300 29 10138 118 2204 1272 72 659 651 2665 479 42 381 197 161 188 20465 2762 1787 676 1546 24 209 2024 675 444 154 internal_value=-0.00158124 -0.000854116 -0.000298911 0.00226942 0.00732643 -0.000583274 -0.00300822 -0.00102803 -0.00182509 0.00489376 -0.00287717 0.00258823 0.000932868 0.00328077 0.0221333 0.00485525 0.0077647 0.0116223 0.00802614 -0.000301585 -0.000567641 0.000279195 0.000768615 0.00212661 0.00493091 0.000487887 -0.000289178 0.00858941 0.00398017 0.00734986 internal_weight=84473 64160 51012 5085 1063 45927 13148 3782 3476 913 5023 680 4022 1357 150 1057 578 233 306 40904 30766 10301 8514 3728 1375 2353 4786 699 807 363 internal_count=84473 64160 51012 5085 1063 45927 13148 3782 3476 913 5023 680 4022 1357 150 1057 578 233 306 40904 30766 10301 8514 3728 1375 2353 4786 699 807 363 is_linear=0 shrinkage=0.04 Tree=142 num_leaves=31 num_cat=0 split_feature=28 10 30 9 1 28 23 28 30 21 28 10 24 28 0 1 13 21 30 0 19 31 30 32 28 0 30 1 21 9 split_gain=87.9759 37.2202 16.0348 17.9173 28.0516 30.2538 12.1337 13.6163 12.346 24.9477 9.63775 8.02909 9.6204 7.46845 7.43224 6.45972 6.76709 6.28102 5.915 6.63054 5.87035 5.71608 5.07779 5.52303 4.49032 10.669 5.50282 4.28443 4.60987 4.60172 threshold=11694.46553780718 0.91597561503675351 182.34174473547566 0.91597561503675362 1.0000000180025095e-35 11060.486222821966 -133.27000000000041 14217.45382495492 83.701194623045154 12379.055000000002 12812.718160853585 0.78656609248549303 675.06000000000142 11210.602525274002 21.500000000000004 1.5000000000000002 -0.88622299073327826 12169.690000000001 234.72789038048464 21.500000000000004 12707.835000000001 15423.671822916667 136.27700341066159 1800.793092270492 12885.65542151033 2.5000000000000004 179.22478705149061 1.5000000000000002 14424.705000000002 -0.98296291314453399 decision_type=2 2 2 2 2 2 2 2 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 -1 -4 5 -5 7 24 10 11 -8 12 20 -6 -12 16 -15 -7 19 -9 22 -3 -10 -24 -2 -26 -27 28 29 -11 right_child=1 21 3 4 13 17 8 18 9 27 14 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=-13.055285620809604 -3.8101526852358401 -6.8740437561328678 -9.7045379946233226 -2.9594754252344164 -6.0309313245117879 5.8748538714017675 -2.3042997566669992 0.34463125566548014 2.0108639976258487 -2.2626346183512496 -0.16454984555276311 -6.9310930186173039 0.65652132676504604 2.8472849551020563 1.4459541480567288 -0.22327879877429493 1.1783384921682227 3.6149347082867762 -0.54122522716701571 1.4852291311514438 1.9509269329892789 0.068962044332293901 2.5380738477729485 3.0756888856042526 1.3913993438289598 -0.47208467207481492 -4.4859673982916615 -0.17454435346463704 -0.038428086849641982 0.91305250341129029 leaf_weight=22693 2968 6066 2498 138 653 157 3629 3950 227 414 11870 174 770 60 271 467 223 84 2389 73 539 609 274 72 69 3408 1882 9316 4308 4222 leaf_count=22693 2968 6066 2498 138 653 157 3629 3950 227 414 11870 174 770 60 271 467 223 84 2389 73 539 609 274 72 69 3408 1882 9316 4308 4222 internal_value=-0.00156656 -0.000682436 -0.0034513 -0.00120561 0.00185858 0.0115145 -0.000313626 -0.00128068 8.13602e-05 0.000733214 -0.000758403 0.0049105 0.00567056 -0.000749823 -0.000217775 0.00197333 0.00674205 0.0200664 0.000104803 0.00104101 0.00805036 -0.00349064 0.0108691 0.0139191 -0.00234755 -0.00165628 -0.00186011 0.000262869 0.000888192 0.00176359 internal_weight=84473 57500 26973 4280 1782 379 50825 14739 36086 20316 15770 2056 1882 1403 12141 750 283 241 6412 4023 1112 6675 573 346 8327 5359 5290 18260 8944 4636 internal_count=84473 57500 26973 4280 1782 379 50825 14739 36086 20316 15770 2056 1882 1403 12141 750 283 241 6412 4023 1112 6675 573 346 8327 5359 5290 18260 8944 4636 is_linear=0 shrinkage=0.04 Tree=143 num_leaves=31 num_cat=0 split_feature=28 10 9 1 15 28 33 30 9 14 30 28 35 9 21 2 35 30 28 14 1 1 10 0 0 0 0 0 34 10 split_gain=87.6945 46.974 21.8603 23.4723 23.079 18.3715 13.0901 10.4204 8.69759 7.35064 6.99415 9.67881 6.45578 6.24185 5.39194 7.37183 8.05718 7.14592 5.3839 5.54831 5.08441 6.35835 6.67682 6.70138 9.92818 10.4754 8.42297 5.34801 4.70564 4.5574 threshold=11229.258227993874 0.78656609248549303 0.91597561503675362 1.0000000180025095e-35 11230.025000000001 12015.82504123891 12006.230000000001 108.85934347466524 0.98296291314453421 -0.73865259438682551 74.559441829121809 12734.100496825353 14204.940267857144 0.98296291314453421 12327.885000000002 4.5000000000000009 12486.471994047623 136.27700341066159 13747.830786960218 0.97263757644091875 1.0000000180025095e-35 2.5000000000000004 0.37940952255126048 14.500000000000002 16.500000000000004 15.500000000000002 18.500000000000004 11.500000000000002 18291.280000000002 -0.5 decision_type=2 2 2 2 2 2 2 2 2 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 13 7 10 -2 9 -6 11 -3 -10 -4 15 16 -5 -18 -12 -20 29 -22 23 27 25 -25 -26 -23 -21 -7 right_child=1 6 3 14 8 20 -8 -9 12 -11 18 -13 -14 -15 -16 -17 17 -19 19 28 21 22 -24 24 26 -27 -28 -29 -30 -31 leaf_value=-19.384620351385617 -5.3930158172403218 -3.142638355855409 3.5761849176027467 0.39705648507486874 4.1378376366666396 -0.18282962821233251 0.304314651341766 0.15404892472206355 5.8110764019697401 0.91552855455702908 -7.5514213351976478 1.3686549464793245 1.217865052125243 6.6907603236374529 -0.075241923510893302 -0.89141956130252331 0.084872211854506219 1.8394759970687771 -1.1745205573093196 0.62592642578172208 -0.46057273953840477 0.27149916825721465 -0.83097609108268067 0.44823321543227418 -1.1587153883875925 2.7732258526206648 1.1943340770050423 -0.98162944168213662 3.2847474801115912 0.69994041360816739 leaf_weight=19647 4087 503 104 551 29 5463 1054 1225 98 654 10333 302 135 76 2718 357 139 372 1029 129 20465 2762 1787 676 1546 699 807 2024 27 4675 leaf_count=19647 4087 503 104 551 29 5463 1054 1225 98 654 10333 302 135 76 2718 357 139 372 1029 129 20465 2762 1787 676 1546 699 807 2024 27 4675 internal_value=-0.00156325 -0.000853732 -0.000304691 0.00214561 0.00735036 -0.000582137 -0.00296539 -0.00279518 0.00477729 0.00250073 -0.00333133 0.000273291 0.0114506 0.0204444 0.000766738 0.00276533 0.00443691 0.00805479 -0.00358326 -0.00102954 -0.00029474 -0.000550739 0.00025978 0.000726332 0.00199785 0.00469818 0.000419889 -0.000264105 0.006 0.000482145 internal_weight=84473 64826 51449 5233 1096 46216 13377 5312 916 683 12323 805 233 180 4137 1419 1062 511 11518 1185 40904 30766 10301 8514 3728 1375 2353 4786 156 10138 internal_count=84473 64826 51449 5233 1096 46216 13377 5312 916 683 12323 805 233 180 4137 1419 1062 511 11518 1185 40904 30766 10301 8514 3728 1375 2353 4786 156 10138 is_linear=0 shrinkage=0.04 Tree=144 num_leaves=31 num_cat=0 split_feature=28 10 9 28 21 9 30 30 1 9 1 27 0 28 33 23 3 29 1 21 10 17 30 33 1 14 21 10 23 30 split_gain=87.3763 43.728 17.1878 19.0467 13.6223 13.3147 17.382 12.6719 21.7644 8.47318 9.31034 6.66867 6.6104 6.01115 5.97762 9.83804 6.27011 5.33659 4.83991 4.82631 4.72621 4.55799 4.48313 6.36694 12.1213 4.42358 4.35352 4.315 4.2854 4.13252 threshold=11370.512534394806 0.91597561503675351 0.91597561503675362 12734.100496825353 12327.885000000002 -0.78656609248549303 113.07969247012964 123.03868294073813 1.0000000180025095e-35 -0.98296291314453399 1.0000000180025095e-35 609.88500000000033 5.5000000000000009 13670.737119907903 11940.455000000002 -455.58499999999998 14.500000000000002 12336.683856649079 1.5000000000000002 12531.000000000002 0.78656609248549303 12368.820000000002 182.34174473547566 10566.85 1.0000000180025095e-35 1.0000000180025095e-35 12354.965000000002 -0.98296291314453399 138.02500000000057 238.61405803626764 decision_type=2 2 2 2 2 2 2 2 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 3 5 7 6 -2 17 11 -8 26 -9 -10 -3 15 16 -5 -4 -6 25 -16 -20 -1 -24 28 -12 -11 -17 -25 -22 right_child=1 13 4 14 18 -7 9 8 12 10 19 -13 -14 -15 20 27 -18 -19 21 -21 29 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-17.679421636600054 -1.7620568458740948 -7.2235638963389004 -0.73990099080777239 0.92239651540179357 1.0786928429589717 -3.0894535843985587 -1.8675731575733552 6.1709774520697618 1.7623301631610713 5.4774190622993979 1.1355211073274802 1.2131830331156048 0.99299384890662534 0.059257904165862678 0.47612707927536002 -1.343956440106375 -1.4086923250125667 1.4945675173495088 -0.55222987190082284 0.35919360594710403 1.2013785322311967 1.4701984406326292 -3.9333929922055435 1.3618321747642492 -1.5269880067089039 3.8575886671919113 4.3642836703286676 0.01234562961746956 5.6581552160740616 0.62692682649965648 leaf_weight=19366 1731 7466 369 235 1353 7819 239 136 173 52 269 33 708 621 3449 2131 4582 44 1771 315 133 162 2348 23 189 69 76 28360 52 199 leaf_count=19366 1731 7466 369 235 1353 7819 239 136 173 52 269 33 708 621 3449 2131 4582 44 1771 315 133 162 2348 23 189 69 76 28360 52 199 internal_value=-0.00154857 -0.000785664 -0.00037774 -0.000597597 0.00192125 -0.00210407 0.000289348 0.00513192 0.00746667 0.00443137 0.00644814 0.0206154 0.00494438 -0.00353011 -0.000190233 -0.000352102 -0.00203197 -0.000803875 0.000491782 0.00451455 0.00132134 -0.000792551 -0.0037179 -0.00216233 0.00372727 0.00783432 0.0163125 -8.67151e-05 0.0173333 0.00587952 internal_weight=84473 62495 54408 49659 4749 10570 2751 1463 1050 1020 781 169 881 8087 39089 35308 4817 413 3286 653 3781 1933 21978 2612 264 338 128 30491 75 332 internal_count=84473 62495 54408 49659 4749 10570 2751 1463 1050 1020 781 169 881 8087 39089 35308 4817 413 3286 653 3781 1933 21978 2612 264 338 128 30491 75 332 is_linear=0 shrinkage=0.04 Tree=145 num_leaves=31 num_cat=0 split_feature=28 23 33 10 1 30 21 30 15 23 28 21 28 30 10 30 16 23 30 23 1 31 1 22 1 35 30 29 33 2 split_gain=87.572 25.6111 29.3536 23.0656 20.7033 18.4956 9.12216 8.45918 9.35539 8.0234 10.5492 9.30054 7.80167 7.59438 7.31402 6.04937 5.97032 7.45119 5.75766 5.75549 7.81274 5.73403 5.61638 5.95535 5.24873 4.94162 4.83232 5.06189 4.63704 5.51627 threshold=12140.399118961019 85.515000000000342 10517.645000000002 0.91597561503675351 1.0000000180025095e-35 128.84279086491267 12194.860000000002 193.55783962508335 10811.470000000003 -133.27000000000041 14217.45382495492 12327.885000000002 11192.603291024592 259.9037234484187 -0.12940952255126037 49.861819982785356 12393.865000000002 671.06500000000062 48.600966321248627 652.44999999999993 1.5000000000000002 15423.671822916667 1.5000000000000002 12221.780000000002 1.0000000180025095e-35 13278.807849702383 169.48833316100078 13159.239691755132 11398.515000000001 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 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 7 9 5 -4 12 -3 -9 10 26 15 -7 -6 -14 -11 17 -17 25 20 -10 -5 23 -15 -13 -12 27 -2 -20 -30 right_child=3 2 4 21 13 6 -8 8 19 11 18 24 14 22 -16 16 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-11.125084025665444 -2.071258358301558 -5.0455200331651548 -1.9493162124968728 -4.9957647087514445 -0.74514182003012497 3.0310402151986295 2.6443653093418868 -4.54412648676636 3.116557139658632 -0.045117641697079922 1.9465551833113928 0.45450164779075131 3.5413569455959935 3.0027649909966296 7.7103866122374489 2.130891159025524 0.76427128481746409 0.12492411948927024 -0.69832144565764287 -0.37756481531191627 0.34207932836321447 0.14427515769711458 0.24579293105587746 0.76855816308958225 -0.18277597820906452 0.52321017513351553 -4.5068019300129025 -0.16109619751954596 0.12330819032071262 1.529687263749907 leaf_weight=24305 1911 4976 141 4139 825 47 166 890 284 761 205 7718 76 122 78 558 670 217 2719 536 412 609 332 110 22775 422 2454 2949 2902 164 leaf_count=24305 1911 4976 141 4139 825 47 166 890 284 761 205 7718 76 122 78 558 670 217 2719 536 412 609 332 110 22775 422 2454 2949 2902 164 internal_value=-0.00154099 -0.00313754 -0.00131406 -0.000502063 0.00310596 0.0100157 0.0147466 -0.00249535 -0.000380774 -0.00023048 -0.00104211 0.000110216 0.0204776 0.000578833 0.0248312 0.00261831 0.00413841 0.00652903 0.000142232 0.00187662 0.00427586 -0.00315754 0.00415603 0.00893103 -7.12304e-05 0.00378309 -0.00208039 -0.0013498 -0.000252378 0.000814089 internal_weight=84473 33300 8995 51173 1897 508 367 7098 2122 46425 13726 32699 201 1389 154 2206 1445 775 6412 1232 696 4748 564 232 30493 627 7314 4860 5785 3066 internal_count=84473 33300 8995 51173 1897 508 367 7098 2122 46425 13726 32699 201 1389 154 2206 1445 775 6412 1232 696 4748 564 232 30493 627 7314 4860 5785 3066 is_linear=0 shrinkage=0.04 Tree=146 num_leaves=31 num_cat=0 split_feature=28 10 9 1 15 28 28 14 30 33 9 14 21 2 14 35 34 22 21 23 30 21 0 28 9 30 30 30 16 10 split_gain=88.0819 45.6302 20.8662 19.8782 23.0562 16.7351 13.6502 13.4524 9.49568 7.50972 7.21965 6.52122 6.04508 7.12155 8.67738 5.98414 5.78854 5.58009 5.52546 5.03208 7.93213 8.78171 7.72118 7.62912 6.22194 7.94112 4.83663 7.87196 4.61634 4.58202 threshold=11229.258227993874 0.78656609248549303 0.91597561503675362 1.0000000180025095e-35 11230.025000000001 11918.754423633261 13318.4643460387 -0.91595872546125101 118.62070220110392 11573.255000000003 0.98296291314453421 -0.73865259438682551 12354.965000000002 4.5000000000000009 -0.34234976856068178 13607.413988095241 19057.295000000002 12783.330000000002 12221.295000000002 -133.27000000000041 41.184557788656022 12379.055000000002 14.500000000000002 15301.488759226859 -0.98296291314453399 78.879874775044343 423.51703763321285 134.74476444686778 15634.315000000002 0.37940952255126048 decision_type=2 2 2 2 2 2 2 2 2 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 18 8 16 17 -2 -9 11 -6 13 14 -5 -12 -3 -8 -4 23 -21 22 -22 29 -24 -26 27 -16 -25 -7 right_child=1 6 3 12 10 19 7 9 -10 -11 15 -13 -14 -15 26 -17 -18 -19 -20 20 21 -23 24 28 25 -27 -28 -29 -30 -31 leaf_value=-17.661095300246544 -5.0408374888440903 -6.643574954916712 5.8447506846318058 0.12284292922512291 3.8984591320067672 -0.5576685249253357 2.2518053306164734 -1.9397454148925111 0.3918502393472818 0.40026811560800546 4.2067237551206063 0.81757963274475287 -0.11948420291317481 -0.80639319804820675 0.42962723984976758 2.9209421294180085 0.51558547149357337 3.5847552616632217 2.9128473201448437 -0.59468624795802438 0.27174514273408579 0.045955833826198236 -0.97162510200426766 3.8777662706089235 0.8813456879305589 2.280403099175135 0.1621704432325726 2.1964449344493961 0.12318337164171662 -2.0991673379509708 leaf_weight=19647 3782 10399 124 485 29 5102 58 1626 943 1120 41 654 2675 365 131 192 124 50 56 6405 925 21975 173 47 271 407 131 350 3383 2803 leaf_count=19647 3782 10399 124 485 29 5102 58 1626 943 1120 41 654 2675 365 131 192 124 50 56 6405 925 21975 173 47 271 407 131 350 3383 2803 internal_value=-0.00152347 -0.000812391 -0.00027126 0.00212268 0.00691241 -0.000542324 -0.00289362 -0.000440085 -0.00279788 -0.000984706 0.00434061 0.00226647 0.000853758 0.00292202 0.00453236 0.0104206 -0.00355906 0.0134074 0.02 -0.00028546 -1.53876e-05 0.000321501 0.00302703 -0.00100397 0.00577673 0.00750442 0.00769935 0.00955509 0.000571428 -0.00168754 internal_weight=84473 64826 51449 5233 1096 46216 13377 2854 4725 2746 916 683 4137 1462 1097 233 10523 108 180 41491 30156 23751 1776 11335 851 678 612 481 3430 7905 internal_count=84473 64826 51449 5233 1096 46216 13377 2854 4725 2746 916 683 4137 1462 1097 233 10523 108 180 41491 30156 23751 1776 11335 851 678 612 481 3430 7905 is_linear=0 shrinkage=0.04 Tree=147 num_leaves=31 num_cat=0 split_feature=28 10 9 28 21 9 30 30 1 0 0 1 34 25 0 23 33 30 28 1 9 23 21 14 13 15 2 0 9 23 split_gain=86.2999 41.915 15.913 16.9616 14.0755 12.9407 14.567 10.7771 16.4499 10.1092 9.24867 7.99622 6.94462 5.92163 5.4842 5.6585 11.3428 5.32957 6.62502 9.37502 16.9524 5.12066 5.01932 5.32407 4.5866 4.35002 4.33095 5.10487 5.13264 7.2256 threshold=11370.512534394806 0.91597561503675351 0.91597561503675362 12734.100496825353 12194.860000000002 -0.78656609248549303 84.72944840376401 120.17367353043733 1.0000000180025095e-35 17.500000000000004 5.5000000000000009 1.0000000180025095e-35 18154.670000000002 -979.36499999999967 2.5000000000000004 -399.42499999999922 11287.655000000001 203.52368931271462 11021.205903810531 1.0000000180025095e-35 0.91597561503675362 671.06500000000062 12781.290000000003 1.0000000180025095e-35 0.21022171450811275 12709.395000000002 3.5000000000000004 14.500000000000002 -0.98296291314453399 907.04000000000099 decision_type=2 2 2 2 2 2 2 2 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 5 7 6 -2 -4 21 11 -10 13 -3 -8 -5 16 -16 -1 -19 20 -20 -9 23 -13 -22 -17 27 -27 29 -29 right_child=1 12 4 14 -6 -7 9 8 10 -11 -12 22 -14 -15 15 25 -18 18 19 -21 24 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-15.669259403094159 -2.0529955434882039 -6.8500963476218013 -0.074070226622787741 1.1624827109396454 0.21728511947014351 -2.818553417506477 6.0400481567924649 5.8208235078071491 1.8092743049023619 -0.028461428884379778 0.97273163291284492 1.4066384250703172 -0.069224704646019014 4.0368094577201479 -1.9449182475888649 1.0169999255746862 0.17712693989243483 -11.632768886540067 -8.8254867595106816 -0.55795359175553383 3.7875477840567711 1.5688756765582628 -0.0704076962666942 3.6237353719775216 5.4368687915894114 -0.16908337035238838 -0.3989332841265425 -2.2885327164725937 0.50240670172040769 2.0897930884928351 leaf_weight=20178 1390 7211 362 105 3522 7819 38 107 156 703 571 247 876 64 3627 651 2847 918 105 669 35 31 207 102 73 11187 9194 1411 9554 513 leaf_count=20178 1390 7211 362 105 3522 7819 38 107 156 703 571 247 876 64 3627 651 2847 918 105 669 35 31 207 102 73 11187 9194 1411 9554 513 internal_value=-0.00150737 -0.000749181 -0.000349802 -0.000561349 0.00186229 -0.00198297 0.000376589 0.00555175 0.00797688 0.00331815 0.00557359 0.00688146 -0.00343613 0.0171765 -0.000176931 -0.00020152 -0.00128143 -0.0036633 -0.00157778 0.000897958 0.00820657 0.0206377 0.0049928 0.00791977 0.0193333 1.35333e-05 -5.26078e-05 0.000244429 0.000837079 -0.00104782 internal_weight=84473 62495 54408 49659 4749 10570 2751 1227 865 1361 727 658 8087 102 39089 38984 6474 21978 1800 882 213 138 556 349 108 32510 31859 22665 11478 1924 internal_count=84473 62495 54408 49659 4749 10570 2751 1227 865 1361 727 658 8087 102 39089 38984 6474 21978 1800 882 213 138 556 349 108 32510 31859 22665 11478 1924 is_linear=0 shrinkage=0.04 Tree=148 num_leaves=31 num_cat=0 split_feature=28 10 9 1 15 28 28 30 33 30 21 30 9 35 14 21 2 14 30 30 11 26 13 21 30 28 30 2 18 0 split_gain=86.1195 45.3177 19.7139 19.9225 23.3433 17.7824 14.259 17.9053 9.11182 7.54303 8.69642 6.7013 5.69356 6.0312 5.66448 5.22423 7.22554 9.67534 5.32053 6.25231 5.15706 5.15114 4.90735 6.58185 10.2728 5.04337 5.73811 6.10012 4.89423 4.65543 threshold=11192.603291024592 0.78656609248549303 0.91597561503675362 1.0000000180025095e-35 11230.025000000001 11830.750196812913 12885.65542151033 121.51816714197768 11573.255000000003 98.837166733249902 12221.295000000002 118.62070220110392 0.98296291314453421 13607.413988095241 -0.73865259438682551 12300.790000000003 4.5000000000000009 -0.22700609751797865 134.74476444686778 423.51703763321285 -0.8783796973249266 -1038.9649999999999 -0.62588817255938378 12379.055000000002 71.924623658758009 12885.65542151033 84.72944840376401 5.5000000000000009 13805.375000000002 14.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 11 -3 28 -9 -4 -11 -2 14 -14 -6 16 17 -5 -19 -20 -7 29 23 24 -23 26 -24 -28 -8 -22 right_child=1 6 3 15 12 20 7 8 -10 10 -12 -13 13 -15 -16 -17 -18 18 19 -21 21 22 25 -25 -26 -27 27 -29 -30 -31 leaf_value=-17.508214897443978 -5.463754886631933 -7.8446638257105521 -3.2529796394789505 0.12472546215157508 3.5545159838903202 -1.0442428781827151 1.1674431786366557 -2.7184356875617715 0.18004761884593543 6.1329931838227978 2.7925616081680782 0.11217686686256804 4.0297631863789771 2.7953952669908935 0.77618504265615007 -0.093702510961243476 -0.81570519667006225 0.34963002605825794 2.1013633691714619 0.43464062771764495 0.014087070344648098 -0.24444933761560705 -2.1233432229466387 0.13232100002338337 2.2000945134020991 -0.14506409198101342 -1.1035094234655061 0.92080655104628095 2.8318219501636999 1.0787367244190076 leaf_weight=18981 3646 9048 21 531 29 4136 318 2715 1384 130 60 838 41 192 654 2765 359 135 328 102 2514 217 2617 8386 205 20471 1236 437 135 1842 leaf_count=18981 3646 9048 21 531 29 4136 318 2715 1384 130 60 838 41 192 654 2765 359 135 328 102 2514 217 2617 8386 205 20471 1236 437 135 1842 internal_value=-0.00149695 -0.000809382 -0.000270717 0.00202955 0.00675421 -0.000534967 -0.00286471 -0.00103867 -0.00187265 0.0187488 0.0212632 -0.00292953 0.00399127 0.00939056 0.00214934 0.000767772 0.0027079 0.00432117 0.0079646 0.0101395 -0.00027969 -0.000133422 -0.00030135 0.000509536 0.00538389 -0.000589799 -0.00183683 -7.1737e-06 0.00650773 0.0011607 internal_weight=84473 65492 51892 5347 1127 46545 13600 4552 4099 211 190 4484 916 233 683 4220 1455 1096 565 430 42061 37925 33569 8808 422 24761 4290 1673 453 4356 internal_count=84473 65492 51892 5347 1127 46545 13600 4552 4099 211 190 4484 916 233 683 4220 1455 1096 565 430 42061 37925 33569 8808 422 24761 4290 1673 453 4356 is_linear=0 shrinkage=0.04 Tree=149 num_leaves=31 num_cat=0 split_feature=28 10 9 28 1 29 30 9 23 31 30 21 30 9 1 2 33 23 21 2 14 30 30 20 10 9 21 30 27 16 split_gain=83.8926 44.9677 21.5849 24.4051 19.6484 21.9424 11.6367 12.2523 8.94911 7.32061 6.55431 9.81112 5.72024 5.34788 6.26159 6.19286 5.22508 12.5258 5.01828 6.63415 9.83991 5.69294 6.31795 4.61224 4.1485 4.68894 5.79239 5.0394 7.06969 5.43466 threshold=11175.271883246731 0.91597561503675351 0.91597561503675362 12477.033676162971 1.0000000180025095e-35 11294.858055842944 113.07969247012964 -0.60355339059327362 652.44999999999993 14966.639062500002 75.407596429694152 12672.480000000001 130.31529991017737 -0.98296291314453399 1.0000000180025095e-35 5.5000000000000009 11503.080000000002 -446.95499999999987 12300.790000000003 4.5000000000000009 -0.22700609751797865 134.74476444686778 423.51703763321285 15005.805000000002 -0.98296291314453399 -0.98296291314453399 14837.290000000003 35.896807333882954 -802.76500000000112 13827.150000000001 decision_type=2 2 2 2 2 2 2 2 2 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 8 -2 13 12 -3 -7 -12 -4 -8 15 -15 17 -5 19 20 -6 -22 -23 -9 -19 -26 27 29 -29 -27 right_child=1 9 4 16 18 10 7 23 -10 -11 11 -13 -14 14 -16 -17 -18 24 -20 -21 21 22 -24 -25 25 26 -28 28 -30 -31 leaf_value=-17.485322530879007 -3.7905505259472223 -6.9529853061950186 0.50861371512385301 -1.6105032272693749 0.085658091591354818 -0.70174696326059038 -1.9488682044787862 -3.1705005820444705 1.1807185121798025 -0.1851909987759118 3.3999814921086529 1.0361611572332057 5.5731333494461612 2.6161967862191431 0.90295639467304245 4.2904463410707185 0.33841575254427442 -1.4184393053088491 -0.093753026696901859 -0.79437453998919805 0.23514551380179693 2.004480892893318 0.36663105005825486 0.99236903252396813 -1.6013018977745308 -0.62295899421787004 -0.60115701362671936 -2.6286237481518193 0.40100445832835685 0.50191746469723941 leaf_weight=18648 7105 7861 21 4096 550 241 224 1726 75 1002 202 444 168 80 706 60 7689 2010 2772 369 142 336 104 186 2488 3534 5189 995 14449 1001 leaf_count=18648 7105 7861 21 4096 550 241 224 1726 75 1002 202 444 168 80 706 60 7689 2010 2772 369 142 336 104 186 2488 3534 5189 995 14449 1001 internal_value=-0.00148796 -0.000817016 -0.000404622 -0.000657225 0.00199557 0.00663423 -0.00242173 -0.000324615 0.0167576 -0.00346745 0.00362119 0.00572136 0.0213968 0.0031028 0.00455792 0.0122857 -0.000227836 -0.000442155 0.000746079 0.00260893 0.00412721 0.00775258 0.01 -0.00224268 -0.00015587 -2.83492e-05 0.000135409 0.000444666 0.000788914 -0.000727675 internal_weight=84473 65825 56962 51538 5424 1151 10087 2982 264 8863 887 646 189 1070 846 140 41451 33762 4273 1501 1132 582 440 1912 29666 27656 25168 19979 15444 4535 internal_count=84473 65825 56962 51538 5424 1151 10087 2982 264 8863 887 646 189 1070 846 140 41451 33762 4273 1501 1132 582 440 1912 29666 27656 25168 19979 15444 4535 is_linear=0 shrinkage=0.04 Tree=150 num_leaves=31 num_cat=0 split_feature=28 10 30 9 1 28 21 23 28 21 30 28 10 31 1 23 15 11 27 33 2 0 30 31 35 28 13 30 29 3 split_gain=83.7542 29.1897 19.7406 26.3835 36.0858 21.0373 10.7882 9.38893 12.2406 8.90641 16.5747 7.03673 6.62466 6.46436 5.76243 5.70773 6.99727 6.1739 5.90797 5.56762 5.60324 5.19068 5.00138 4.6607 4.57737 4.46984 4.27682 4.13521 5.91043 4.10627 threshold=11830.750196812913 0.91597561503675351 174.45269113703262 0.91597561503675362 1.0000000180025095e-35 10943.984967033619 12194.860000000002 -133.27000000000041 14217.45382495492 12454.580000000002 75.407596429694152 11098.957493162929 0.78656609248549303 14966.639062500002 1.5000000000000002 801.72999999999968 12730.915000000003 -0.8783796973249266 295.92999999999944 10454.535000000002 1.0000000180025095e-35 6.5000000000000009 48.600966321248627 15461.795052083335 13182.928184523811 12270.85864630984 -0.88622299073327826 169.48833316100078 13159.239691755132 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 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 7 -1 -4 5 -5 21 8 27 10 25 -6 15 -3 26 16 17 -12 -19 -11 23 -7 24 -21 -10 -9 -13 28 -2 -24 right_child=1 13 3 4 11 6 -8 9 22 19 12 14 -14 -15 -16 -17 -18 18 -20 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-9.3644862999705456 -2.2805342336671051 -5.4143816461983345 -8.0024666453616895 -4.5809697023706413 -5.8909984367804862 6.9093550348055031 2.7805389179308224 -1.8532370384657604 1.9389537729049331 -0.50472133853849876 0.9162960679582669 2.4934014961131328 -3.6200610257327401 -0.17778335882485954 -0.19183534228245791 -0.10806948559440883 0.59908725556557041 1.9396847344730987 1.35682015735651 0.79662735444334321 0.00021823543648878744 3.1210411983960786 1.0345773486964043 9.7495111251553208 0.64228817758015833 0.43764536433901952 1.2156117171249925 -4.1063026634303021 -0.12985550005885566 -0.14249002948321976 leaf_weight=23367 2492 5072 3426 102 583 118 116 887 187 9051 413 72 198 1002 760 275 365 515 312 2214 19545 118 383 38 440 1195 309 2567 2949 5402 leaf_count=23367 2492 5072 3426 102 583 118 116 887 187 9051 413 72 198 1002 760 275 365 515 312 2214 19545 118 383 38 440 1195 309 2567 2949 5402 internal_value=-0.00147659 -0.000566611 -0.00321991 -0.0010878 0.00235445 0.0123877 0.0170227 -0.000245044 -0.00110402 0.000108774 0.00184615 -0.000287704 0.00437344 -0.00318341 0.001539 0.00510638 0.00601869 0.00745161 0.00944619 -0.00012552 0.000220763 0.0219322 0.000198377 0.00211012 0.00359171 -0.000676274 0.0055538 -0.00214685 -0.00152252 -0.000169405 internal_weight=84473 55502 28971 5604 2178 454 352 49428 14420 35008 4160 1724 2078 6074 1141 1880 1605 1240 827 30848 21797 236 6412 2252 627 2082 381 8008 5441 5785 internal_count=84473 55502 28971 5604 2178 454 352 49428 14420 35008 4160 1724 2078 6074 1141 1880 1605 1240 827 30848 21797 236 6412 2252 627 2082 381 8008 5441 5785 is_linear=0 shrinkage=0.04 Tree=151 num_leaves=31 num_cat=0 split_feature=28 10 30 21 28 23 1 9 28 30 10 28 10 23 28 29 30 2 0 35 14 20 29 22 18 9 21 27 1 10 split_gain=83.4963 44.3223 19.4815 26.8429 25.5589 16.6896 24.4395 24.9055 15.1225 15.4426 9.67072 8.92755 7.26255 7.11005 7.08949 7.05578 6.07076 5.78113 5.33448 5.28487 5.20594 6.70585 4.9553 4.38151 4.36996 4.31328 6.23388 5.30379 4.95465 4.90655 threshold=11175.271883246731 0.78656609248549303 75.407596429694152 12379.055000000002 12830.211592140166 -80.265000000000313 1.0000000180025095e-35 0.98296291314453421 12885.65542151033 121.51816714197768 -0.60355339059327384 14029.528484874112 -0.12940952255126037 -242.71499999999921 15301.488759226859 11551.737955694087 144.11008735254038 4.5000000000000009 16.500000000000004 13016.069471726192 -0.34234976856068178 12183.875000000002 13987.991252778464 12169.145000000002 10524.345000000003 -0.98296291314453399 14837.290000000003 -802.76500000000112 1.0000000180025095e-35 -0.5 decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 7 10 -3 -10 -7 -11 18 14 -5 16 -8 -13 -12 -9 -18 23 -6 -22 -15 -26 27 -27 29 -29 right_child=1 8 3 13 22 6 15 19 9 11 12 17 -14 24 -16 -17 20 -19 -20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=-16.423444690236689 -2.8633692006410434 -7.2645851265210295 -2.5383832520952678 -1.9617378643604202 -0.3508009014058141 -0.55312494555315317 -1.7087110583677245 7.2563926289037894 1.4676295436763003 -2.4163836340138678 2.9403979542535028 0.074687020140602911 0.65611331140709328 -0.85365083740457737 0.084918327525401266 1.1635015357712899 -0.033095037313695272 1.0956138999069018 5.9121764422313916 5.1631082426644515 2.2364685370526405 0.47807261527796924 0.3195813336856127 1.0811546766141116 -1.0309897312493446 -4.1945798788492388 -0.27989442502582701 0.17715993485898099 0.3854410477610466 1.9731038803316003 leaf_weight=18648 7050 9142 789 3225 9072 180 521 62 453 2906 280 1080 169 1904 2486 1313 607 113 61 72 153 323 4982 108 2407 492 6451 762 7249 1413 leaf_count=18648 7050 9142 789 3225 9072 180 521 62 453 2906 280 1080 169 1904 2486 1313 607 113 61 72 153 323 4982 108 2407 492 6451 762 7249 1413 internal_value=-0.00146996 -0.000800609 -0.000268632 0.000369097 -0.00120622 0.00317551 0.00426189 0.0103689 -0.00282576 -0.000942004 0.00730435 -0.00171652 0.0101176 -0.000124144 -0.00137349 0.00259835 0.000906541 0.00119698 0.013478 0.0261493 0.00248195 0.00517808 -0.000220294 0.00994636 0.00022091 0.000406093 0.000638601 0.00126825 0.00147963 0.00315402 internal_weight=84473 65825 52131 31027 21104 4638 3849 824 13694 4552 690 4099 510 26389 5711 3025 1712 1193 341 134 1191 584 14054 261 20678 18774 16367 9916 9424 2175 internal_count=84473 65825 52131 31027 21104 4638 3849 824 13694 4552 690 4099 510 26389 5711 3025 1712 1193 341 134 1191 584 14054 261 20678 18774 16367 9916 9424 2175 is_linear=0 shrinkage=0.04 Tree=152 num_leaves=31 num_cat=0 split_feature=28 23 30 28 1 21 9 23 33 17 21 28 10 12 20 26 10 3 10 34 13 30 21 24 31 22 21 27 22 18 split_gain=83.023 40.0284 35.8247 26.4487 27.1837 27.1829 17.211 11.1791 11.1924 9.14654 5.83237 5.2053 4.98575 4.59905 6.451 4.45697 4.40368 4.06404 4.03601 3.89207 3.95597 3.75904 4.92946 4.70725 3.6091 3.95599 3.60651 4.88271 4.47175 4.07379 threshold=12500.865782682331 10.605000000000475 147.26572295494279 10982.441253073242 1.0000000180025095e-35 12274.970000000001 0.98296291314453421 -585.66999999999905 11519.755000000003 11060.715000000002 12013.890000000001 11607.327678599844 0.78656609248549303 1.0000000180025095e-35 12210.680000000002 -874.7500000000008 -0.12940952255126037 26.500000000000004 -0.60355339059327384 18627.895000000004 -0.62588817255938378 75.407596429694152 11872.745000000001 83.765000000000342 12677.657187500003 12741.725000000002 14424.705000000002 -233.59500000000023 11824.860000000002 16028.245000000001 decision_type=2 2 2 2 2 2 2 2 2 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 5 6 16 8 -2 17 12 -3 -11 15 -15 -9 18 -6 -5 -17 -21 -13 23 -23 25 -20 27 -16 -29 -30 right_child=7 2 3 4 9 -7 -8 13 -10 10 -12 21 -14 14 26 19 -18 -19 24 20 -22 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-8.8512765824043775 -2.0844054049305716 -7.2237522356069759 -9.4024567426404655 0.67955865321368403 2.7801146282061189 0.97172502210219858 6.8999582522144527 0.5209429115380696 0.05479393537893177 2.1645352434582246 0.59988776076445482 -2.0604099893969336 -9.9793798826615294 -0.14763672185659699 -0.11203909903971657 -0.39914122457423307 0.13980292693724145 -0.12859826015557022 3.5139872505643952 5.6069363167290787 0.4180197835960659 1.8017172304551441 -0.98017095942497789 0.61883402126810427 2.2087644410620011 2.1568695485186762 0.31444665585439469 2.0607129984878498 1.0336507043697338 2.9020161490709486 leaf_weight=24412 4546 5081 1325 41 51 628 144 3253 2876 270 588 1472 42 7629 917 18067 61 2550 142 53 1863 71 713 277 70 24 4946 108 2192 61 leaf_count=24412 4546 5081 1325 41 51 628 144 3253 2876 270 588 1472 42 7629 917 18067 61 2550 142 53 1863 71 713 277 70 24 4946 108 2192 61 internal_value=-0.00146239 -0.00285043 -0.00110701 0.00122237 0.00265365 0.00810811 0.0152531 -0.000329471 -0.00175263 0.000924306 0.0044 -0.00292304 0.00882051 -5.92504e-05 0.000466031 -0.000417629 0.0103195 -0.000278355 0.0124621 -0.000641146 0.00107307 -0.00144177 0.000373232 0.00427586 0.0144746 0.0176867 0.00124319 0.00227212 0.00323422 0.00285308 internal_weight=84473 37962 13550 5936 4611 1110 482 46511 7422 3501 900 7614 312 39089 15853 23236 338 2601 277 19983 1916 2533 1061 348 236 166 8224 3278 2361 2253 internal_count=84473 37962 13550 5936 4611 1110 482 46511 7422 3501 900 7614 312 39089 15853 23236 338 2601 277 19983 1916 2533 1061 348 236 166 8224 3278 2361 2253 is_linear=0 shrinkage=0.04 Tree=153 num_leaves=31 num_cat=0 split_feature=28 10 23 33 1 30 23 28 1 10 21 30 21 28 30 16 1 0 0 13 0 22 27 24 9 9 28 30 9 30 split_gain=82.2995 32.4656 15.753 20.8879 22.2427 17.5535 9.20552 12.2331 8.18577 7.6422 10.8746 7.32599 10.9217 6.8115 6.69457 7.75317 7.34728 5.99577 6.80384 5.96317 5.87335 5.73785 5.5302 5.27635 5.92141 5.27527 5.18861 4.97496 4.94427 4.58119 threshold=11694.46553780718 0.91597561503675351 85.515000000000342 10485.515000000001 1.0000000180025095e-35 128.84279086491267 -133.27000000000041 14217.45382495492 1.0000000180025095e-35 -0.5 12327.885000000002 78.049919785949655 12379.055000000002 13404.682015407167 212.29004569113394 10349.310000000003 1.5000000000000002 17.500000000000004 16.500000000000004 0.9053161325100999 5.5000000000000009 11988.855000000001 287.04500000000013 286.50000000000006 -0.98296291314453399 -0.60355339059327362 12401.780483298326 262.16682509905479 -0.98296291314453399 234.72789038048464 decision_type=2 2 2 2 2 2 2 2 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 -1 14 5 -5 7 -2 9 -8 17 26 20 -3 -4 -16 -17 18 -11 21 -13 -7 -15 24 -12 28 -10 -6 -22 -9 right_child=1 13 3 4 27 19 8 29 11 10 23 12 -14 22 15 16 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-11.891742652746295 -1.447041194440321 -5.540323763199992 -5.7836739921300993 -2.2501120669433083 -1.6863344578015897 5.1090215631535365 -0.062542974398564904 0.3706317036036284 -2.4377856498526445 2.1666968485874532 -4.8594528814855602 1.3494710621308093 -0.041910062279062243 -0.265667591401405 -2.6456137069941383 2.4168517973598322 -0.30746810849145556 1.241258814868883 7.4755438573642445 6.4648887916744808 -1.888767242610474 0.93919299219994412 2.6286217420836953 0.39814843911438852 1.7960940545422717 0.2136675967360798 -0.3171324917295798 1.4577072365570518 1.8058730551977042 -0.4185517365121964 leaf_weight=20331 8327 5725 4128 119 646 117 4276 4023 1416 234 178 174 14468 922 690 255 310 291 42 56 124 76 28 2942 1105 999 9404 245 433 2389 leaf_count=20331 8327 5725 4128 119 646 117 4276 4023 1416 234 178 174 14468 922 690 255 310 291 42 56 124 76 28 2942 1105 999 9404 245 433 2389 internal_value=-0.00145339 -0.000598262 -0.00327631 -0.00158507 0.00305322 0.0113261 -0.000253813 -0.00109614 9.02279e-05 0.00113013 0.00222704 -0.000258791 0.00027954 -0.00322097 -0.00266989 -0.000111555 0.00336283 0.00742857 0.0116522 0.0173655 0.00328324 0.0140311 -8.42115e-05 0.00152899 0.00366952 0.00250386 -0.0010647 -0.000363637 0.00562298 0.000217092 internal_weight=84473 57500 26973 6642 1259 368 50825 14739 36086 9068 4792 27018 16198 6675 5383 1255 565 567 276 249 1730 193 950 4225 1283 1556 10820 891 557 6412 internal_count=84473 57500 26973 6642 1259 368 50825 14739 36086 9068 4792 27018 16198 6675 5383 1255 565 567 276 249 1730 193 950 4225 1283 1556 10820 891 557 6412 is_linear=0 shrinkage=0.04 Tree=154 num_leaves=31 num_cat=0 split_feature=28 10 23 28 30 21 0 1 29 33 28 30 9 1 28 30 34 0 28 10 21 0 27 3 0 15 1 14 15 21 split_gain=82.5083 40.0978 12.4505 15.873 12.8165 26.6803 10.1613 11.2727 8.20424 7.1765 7.15709 7.05012 11.593 21.9116 22.1863 6.96912 5.77716 5.76613 5.55315 5.23343 6.22093 4.7788 4.66607 4.54782 4.48891 4.36886 4.189 3.91017 5.13488 3.76491 threshold=11370.512534394806 0.91597561503675351 -80.265000000000313 12885.65542151033 99.95327937655928 12194.860000000002 5.5000000000000009 1.0000000180025095e-35 12216.086848058099 10648.565000000001 13318.4643460387 167.80231598614546 0.91597561503675362 1.0000000180025095e-35 10943.984967033619 229.00104725483513 17924.950000000001 2.5000000000000004 14217.45382495492 0.60355339059327384 11988.880000000003 6.5000000000000009 287.04500000000013 217.50000000000003 21.500000000000004 14302.700000000003 1.5000000000000002 -0.62587551141915865 12772.995000000001 12781.290000000003 decision_type=2 2 2 2 2 2 2 2 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 3 -2 8 6 -6 9 -4 23 -3 -1 -13 14 -14 17 -17 -5 -19 -10 -21 -16 -12 -8 25 -20 27 28 -22 -7 right_child=1 10 4 15 5 29 7 -9 19 -11 22 12 13 -15 21 16 -18 18 24 20 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-13.328200074891503 -2.8044589555900785 -6.0984015773556841 -2.1017008409111977 1.2701393482230554 1.525424325679084 0.57764503806152334 1.4891116481553841 0.83541645734565029 -0.24657813304168374 4.6830356341962736 -0.29182602500760835 -12.012330074026222 -3.1350503093647974 -1.1389995309474779 5.9645231658770532 -1.7419169070174982 0.16654817551662252 -0.37812810841141387 2.8664052512772344 2.6525851248422643 -0.76629730233096593 3.0371274104512662 2.3047127571998267 3.8457422676932835 1.1155921985863666 0.2929799358669809 -0.43851796018763867 -0.22510850349991043 1.8698393320021118 0.049720353973444306 leaf_weight=18638 4936 7007 3059 69 180 2029 210 1454 12590 130 1048 2004 114 1027 106 2814 1135 5250 100 66 118 89 32 82 68 4227 485 203 353 14850 leaf_count=18638 4936 7007 3059 69 180 2029 210 1454 12590 130 1048 2004 114 1027 106 2814 1135 5250 100 66 118 89 32 82 68 4227 485 203 353 14850 internal_value=-0.0014406 -0.000699257 -0.000308632 -0.00114823 0.000127453 0.000841826 0.00514397 0.00427292 -0.000674174 0.0100284 -0.00332732 -0.00354864 -0.00185629 0.00102994 0.0103689 -0.000445877 -0.00186275 0.000130121 4.76922e-05 -0.00025914 0.00223673 0.0185641 -0.000296297 0.00654794 0.0010967 0.000936445 0.00155651 0.00359644 0.0055966 0.00031779 internal_weight=84473 62495 54408 18599 35809 18935 2056 1876 16874 422 8087 21978 3340 1336 309 13663 3949 9714 9645 13815 1225 195 1080 292 4395 4327 1159 674 471 16879 internal_count=84473 62495 54408 18599 35809 18935 2056 1876 16874 422 8087 21978 3340 1336 309 13663 3949 9714 9645 13815 1225 195 1080 292 4395 4327 1159 674 471 16879 is_linear=0 shrinkage=0.04 Tree=155 num_leaves=31 num_cat=0 split_feature=28 10 28 0 30 33 30 28 21 10 2 21 14 30 1 10 27 9 18 29 33 12 28 2 23 1 1 14 0 0 split_gain=82.6843 44.0468 24.3879 18.8367 11.5516 13.8993 9.82951 18.1601 8.69945 11.3828 8.57962 12.6157 15.9086 11.8729 10.1721 7.06141 6.55053 6.46653 7.17853 6.14713 5.98044 5.47537 5.44524 5.10377 5.06911 5.00998 4.78977 4.99205 4.69665 6.73832 threshold=11137.414939136646 0.37940952255126048 12774.786675585801 6.5000000000000009 153.37941873166181 11287.655000000001 71.924623658758009 12885.65542151033 12531.000000000002 -0.78656609248549325 4.5000000000000009 12194.860000000002 -0.43733099657705293 127.33060915906843 1.0000000180025095e-35 0.78656609248549303 380.23500000000064 -0.98296291314453399 10831.960000000001 13576.174298620603 11962.790000000003 1.0000000180025095e-35 13866.01029646299 3.5000000000000004 -20.939999999999596 1.0000000180025095e-35 1.0000000180025095e-35 -0.21022037796396451 12.500000000000002 17.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 24 10 15 -6 7 -5 9 -8 11 12 -2 20 -15 23 -16 -11 25 -17 -14 -20 -7 26 -3 -19 27 -4 -10 -30 right_child=1 2 4 6 5 22 8 -9 28 17 -12 -13 13 14 16 19 -18 18 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-15.99205998359955 -0.3268399516731883 -5.7658562195764418 1.7980791857874305 -2.8587123658426754 -2.44815769801607 -1.2813762581312487 -1.5874158064050523 -0.061249944699437869 -0.37618732264257915 -1.6529694434294455 -0.86157868013296512 0.55209007120403175 0.094376492761101161 6.2972947800645773 2.0660063611242854 0.72486509385866815 0.67430885683420017 2.4953063626890102 1.4239007485887794 2.5665847084868858 2.1393529379462595 2.4645282876747352 0.34761906448865371 -1.3117870620695771 -0.64971389141228886 0.036761713665019312 -0.0038308977708620263 -1.5694182560311174 0.68848976920220606 -0.38762630852571767 leaf_weight=17982 259 10379 367 4828 4627 929 869 11902 9750 348 426 1387 225 95 331 525 103 288 684 211 25 516 2307 669 1428 845 1220 129 6191 4628 leaf_count=17982 259 10379 367 4828 4627 929 869 11902 9750 348 426 1387 225 95 331 525 103 288 684 211 25 516 2307 669 1428 845 1220 129 6191 4628 internal_value=-0.0014245 -0.0007737 -0.00219929 -3.02069e-05 -0.000842681 -0.00165993 -0.000249603 -0.000994621 0.000267174 0.00209577 0.00311329 0.00403299 0.00736801 0.0102234 0.0136181 0.00121628 0.011023 0.0033853 0.00414402 0.0046413 0.00304 0.0063 0.00035105 0.000159328 -0.00346134 0.00186055 0.00131468 0.00462903 -4.84233e-05 0.000525371 internal_weight=84473 66491 22791 43700 10984 7863 40849 16730 24119 3550 2851 2425 1038 779 529 3121 434 2681 2333 736 250 1200 3236 2385 11807 1133 1716 496 20569 10819 internal_count=84473 66491 22791 43700 10984 7863 40849 16730 24119 3550 2851 2425 1038 779 529 3121 434 2681 2333 736 250 1200 3236 2385 11807 1133 1716 496 20569 10819 is_linear=0 shrinkage=0.04 Tree=156 num_leaves=31 num_cat=0 split_feature=28 10 9 1 15 28 33 30 19 14 9 14 14 13 9 0 30 1 15 21 28 19 10 10 0 21 28 16 21 13 split_gain=80.5606 45.3104 18.8507 18.953 22.0326 18.7741 15.6275 11.2617 7.04372 8.97514 6.86845 6.91178 5.65877 5.54761 5.49661 5.38025 10.3131 7.02643 6.10286 5.30609 4.99411 4.97831 4.95072 5.21994 11.0063 9.94143 6.57801 6.41977 5.10039 5.55353 threshold=11080.120935910578 0.78656609248549303 0.91597561503675362 1.0000000180025095e-35 11060.715000000002 12015.82504123891 11844.665000000003 102.28310838274705 12790.680000000002 -0.8142754349318998 0.98296291314453421 0.42763731121559989 -0.92272482904738262 -0.70291267844185523 0.98296291314453421 5.5000000000000009 139.33128168858448 1.5000000000000002 10831.960000000001 12194.860000000002 12573.962312032318 13469.775000000001 -0.98296291314453399 -0.12940952255126037 15.500000000000002 12531.000000000002 13065.117486749443 12290.045000000002 13921.410000000002 0.42179998225932674 decision_type=2 2 2 2 2 2 2 2 2 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 14 7 8 -2 -3 21 12 -12 -6 -9 -4 16 -5 18 -17 -18 -21 -10 -7 24 26 27 -24 -26 -28 -30 right_child=1 6 3 15 10 22 -8 13 9 -11 11 -13 -14 -15 -16 17 19 -19 -20 20 -22 -23 23 -25 25 -27 28 -29 29 -31 leaf_value=-17.36068896385494 -3.8010160977220462 -5.9958239256960359 3.4714505623369218 -0.10563348581632051 3.0083944549605803 -1.2590151629323572 0.32197335796792487 1.8711349858404465 1.1985397138209648 -1.4213381910053087 5.5114736894202396 2.0502752086095097 0.63871519461221105 -0.35357026553551441 7.2554844736581243 3.4840555640632727 1.2339013182445866 -0.39098772630704232 0.82184946244598533 -0.1136345021688555 2.9406877733194148 3.4728689488528159 -0.9428000876357896 -0.29251729210613514 3.4444978504964561 0.66197881304001682 0.37233389921044074 1.3167691916739686 0.17085182682370906 -1.1600841158318032 leaf_weight=16983 5011 10435 75 474 34 2732 1409 251 270 2043 68 228 768 1351 74 40 214 2542 1090 132 32 45 4331 13459 111 5304 6120 262 5486 3099 leaf_count=16983 5011 10435 75 474 34 2732 1409 251 270 2043 68 228 768 1351 74 40 214 2542 1090 132 32 45 4331 13459 111 5304 6120 262 5486 3099 internal_value=-0.00141503 -0.000795378 -0.000260322 0.00189846 0.00626463 -0.000522509 -0.00280299 -0.00249993 -0.00324334 -0.00126887 0.00430601 0.00951351 0.00238404 0.000419475 0.020698 0.000694959 0.00355868 3.05001e-05 0.00265487 0.00848677 0.00307317 0.00501587 -0.000202817 -8.50895e-05 0.000260105 0.00180588 -0.000200883 0.00811796 0.000202651 -0.000426326 internal_weight=84473 67490 53288 5771 1247 47517 14202 6613 12793 2358 1098 296 802 1602 149 4524 852 3672 1130 378 164 315 40904 38172 24713 5677 19036 373 14705 8585 internal_count=84473 67490 53288 5771 1247 47517 14202 6613 12793 2358 1098 296 802 1602 149 4524 852 3672 1130 378 164 315 40904 38172 24713 5677 19036 373 14705 8585 is_linear=0 shrinkage=0.04 Tree=157 num_leaves=31 num_cat=0 split_feature=22 10 33 0 21 30 1 28 16 33 28 0 1 23 28 2 1 15 28 23 16 30 28 21 14 1 10 0 23 2 split_gain=79.8078 25.0566 12.8105 9.17259 10.7252 14.3072 14.2709 9.07654 7.12266 6.57871 6.20667 5.5436 5.45402 5.33836 9.80071 14.4842 17.6099 5.82288 5.2766 5.16802 4.79326 4.71717 5.59769 4.74522 4.71363 4.62481 4.87412 8.10942 7.02712 4.60277 threshold=11485.580000000002 0.91597561503675351 10378.750000000002 4.5000000000000009 12169.690000000001 121.51816714197768 1.0000000180025095e-35 12243.074660890643 13550.135000000002 10972.465000000002 13772.673722993732 6.5000000000000009 1.0000000180025095e-35 40.714999999999243 10963.567876230134 4.5000000000000009 1.0000000180025095e-35 11211.610000000002 10963.567876230134 -455.58499999999998 12595.215000000002 66.786702387696678 12812.718160853585 12379.055000000002 -0.46800559042974538 1.5000000000000002 -0.5 17.500000000000004 493.15500000000071 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 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 18 8 5 -5 11 13 -4 -8 -3 -7 -6 -1 -15 16 17 -16 -2 -20 -9 22 -21 25 -18 26 -23 28 -28 -14 right_child=1 10 3 4 12 6 9 20 -10 -11 -12 -13 29 14 15 -17 24 -19 19 21 -22 23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-11.859429146069269 -12.849235582616883 -4.1438269600573765 -2.4082366945701348 -0.27585955793278899 0.4367229014468289 5.2756078640343302 0.51643696417001761 1.4116661366058645 1.9773996107297418 1.4906725694141942 0.38333788819351627 3.2961029451699453 0.041151742170584198 -13.72957326551651 5.7890934934028149 -1.629440792117278 -1.2845577789084368 1.4903498266302624 -4.9764166981895457 -2.5167578394661998 -0.56622957963816822 -1.3450412934794265 -0.24846827366282148 -0.47070557335549496 1.1488617403256678 -0.16565565236620441 3.5129120393326905 0.18091395674124514 1.1592218016696849 -0.43521341611240294 leaf_weight=17746 1132 5431 1786 1136 8350 110 635 254 36 280 519 143 16975 2826 81 1584 200 34 1120 3002 1053 276 3109 5866 203 1127 189 392 168 8710 leaf_count=17746 1132 5431 1786 1136 8350 110 635 254 36 280 519 143 16975 2826 81 1584 200 34 1120 3002 1053 276 3109 5866 203 1127 189 392 168 8710 internal_value=-0.00140177 -0.000627654 -0.00035877 4.287e-05 0.000181732 0.00282292 0.00593151 -0.00335449 -0.00272667 0.00360656 -0.00309244 0.0143399 2.9372e-06 -0.00354133 -0.00237662 -0.000308279 0.00549807 0.0193043 -0.00129443 -0.00109883 -0.000113237 -0.000891501 -0.00172869 -0.000253431 0.00155831 0.00135316 0.00329756 0.00497196 0.00933333 -0.000285771 internal_weight=84473 60492 54542 38161 36339 2304 1168 23981 1822 915 5950 253 34035 22674 4928 2102 518 115 16381 15249 1307 14129 6111 8018 403 2152 1025 749 357 25685 internal_count=84473 60492 54542 38161 36339 2304 1168 23981 1822 915 5950 253 34035 22674 4928 2102 518 115 16381 15249 1307 14129 6111 8018 403 2152 1025 749 357 25685 is_linear=0 shrinkage=0.04 Tree=158 num_leaves=31 num_cat=0 split_feature=28 10 30 21 28 33 23 1 9 10 19 14 0 23 28 1 28 10 0 30 18 15 1 29 30 14 20 14 22 28 split_gain=79.9218 42.0282 17.8593 26.5409 22.4434 17.1175 12.2509 16.5225 16.8013 8.09363 7.49746 9.8237 7.377 5.9586 6.96345 5.57423 5.36221 4.98455 6.18029 4.35718 4.31553 4.40974 4.62083 4.21312 4.89364 4.43828 4.85029 3.84984 3.79625 3.72855 threshold=11098.957493162929 0.78656609248549303 83.701194623045154 12354.965000000002 12885.65542151033 11844.665000000003 -168.57000000000059 1.0000000180025095e-35 0.98296291314453421 -0.60355339059327384 12707.835000000001 -0.88620506325989179 5.5000000000000009 -187.47000000000023 15358.978769669788 1.5000000000000002 11498.402914805669 -0.12940952255126037 16.500000000000004 139.33128168858448 10650.970000000003 13291.330000000002 1.5000000000000002 11314.558839746534 257.58892766103355 -0.22700609751797865 12210.680000000002 0.97263757644091875 12275.600000000002 14184.832642980864 decision_type=2 2 2 2 2 2 2 2 2 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 -2 10 -4 8 9 -8 -3 15 19 14 -5 -12 -10 18 28 -9 -15 22 -22 24 -14 -26 -27 -13 -11 -29 right_child=1 5 3 13 -6 -7 7 12 16 17 11 27 23 20 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 29 -30 -31 leaf_value=-15.50145561055702 -2.1194275477407438 -5.7789660202229145 -3.921867010568477 -1.7546379444002551 -0.044026796977704501 0.37094222843322572 -0.78175763315807867 0.55329877463681865 6.4310955682165973 2.7351148186066361 2.7975451912765421 -1.7667768740733913 -0.89466803545319284 -0.5561062646274193 0.087477599888644703 -0.73140849792206364 3.8600884858508206 0.79000294769213897 6.0495073021694985 1.145378091829772 1.1319876410540555 0.027478488893975722 0.12170905143225108 0.84772076502245541 -0.026106317582086553 2.5096472224093307 0.41186888267053823 -0.70415669526366365 1.7872399837550601 1.5769388553117467 leaf_weight=17316 8565 10056 490 3490 14985 1409 185 192 103 194 195 2075 688 2557 2511 115 42 154 60 234 2550 11290 2694 1479 281 126 86 178 99 74 leaf_count=17316 8565 10056 490 3490 14985 1409 185 192 103 194 195 2075 688 2557 2511 115 42 154 60 234 2550 11290 2694 1479 281 126 86 178 99 74 internal_value=-0.00138757 -0.00076281 -0.000246915 0.000408743 -0.00106837 -0.00270373 0.00326943 0.00401427 0.0089988 0.00640462 -0.00316805 -0.00126963 0.00266235 -9.43737e-05 -0.0011938 0.00541935 0.0213793 0.00901775 0.0116374 0.00754929 0.000251217 0.000487721 0.00144622 0.0018797 9.82209e-05 0.00313996 0.00750943 -0.00216072 0.00924232 0.00250794 internal_weight=84473 67157 53055 29505 23550 14102 4413 3923 837 692 12693 2637 3086 25092 6001 310 145 507 353 426 19091 16534 5244 2660 1181 493 212 2327 293 252 internal_count=84473 67157 53055 29505 23550 14102 4413 3923 837 692 12693 2637 3086 25092 6001 310 145 507 353 426 19091 16534 5244 2660 1181 493 212 2327 293 252 is_linear=0 shrinkage=0.04 Tree=159 num_leaves=31 num_cat=0 split_feature=28 23 30 28 1 22 9 10 14 21 28 33 23 20 30 21 18 30 30 29 9 27 33 19 21 28 12 33 26 13 split_gain=80.1832 29.9375 28.1294 23.2338 22.3116 18.7095 21.1932 15.7335 6.68627 7.42612 6.66409 6.09744 10.6242 6.02682 5.94264 5.59794 5.1877 4.55571 4.39574 4.44951 4.30383 4.22488 4.22382 5.8878 3.89259 3.88427 3.78509 3.77912 3.76027 3.63665 threshold=12168.085611043063 7.0850000000000373 145.66427973509167 10943.984967033619 1.0000000180025095e-35 12800.685000000001 0.98296291314453421 0.91597561503675351 -0.40613878790836594 12555.165000000003 13318.4643460387 11471.505000000003 -464.21499999999918 12442.910000000002 370.2424809345182 12327.885000000002 11481.340000000002 198.47047192525613 249.10687207521298 11061.418684193311 0.91597561503675362 -126.85500000000046 10469.320000000002 15005.645000000002 12013.890000000001 15422.537561982474 1.0000000180025095e-35 10779.055000000002 -223.61999999999986 -0.58482361983252518 decision_type=2 2 2 2 2 2 2 2 2 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 6 20 11 -6 13 -9 12 27 14 18 21 -3 -12 19 -10 -5 -14 26 -24 28 -25 -17 -2 -22 -13 right_child=7 2 3 4 8 -7 -8 10 9 -11 17 29 15 -15 -16 22 -18 -19 -20 -21 24 -23 23 25 -26 -27 -28 -29 -30 -31 leaf_value=-8.9365206603750167 -3.346809447533948 -4.2274556447831113 -8.3834800382349073 1.4788954851965139 -0.39820643760798635 -0.36355059667705975 5.9381480088171656 -3.6835577966598461 -1.5703073265045209 -0.55912351140400263 1.3554697503759203 2.1509327050823503 -0.32526977454713846 0.30891743261240723 0.63004897979208874 -0.90988941769750786 -0.032352768259167108 -0.42941021209486041 2.47563422812796 1.0734940140515492 2.3657682384719254 0.91891707111041199 0.19831277176004936 -1.4531902690616882 1.0708356262558634 0.025977413002593562 -0.10740133563022004 -0.53743937288880805 3.7614501279050838 0.26107485014385567 leaf_weight=21825 2018 6003 1256 215 1238 261 176 3563 53 520 112 384 792 487 209 4809 855 968 143 168 49 1498 14296 2548 102 2284 6220 1974 73 9374 leaf_count=21825 2018 6003 1256 215 1238 261 176 3563 53 520 112 384 792 487 209 4809 855 968 143 168 49 1498 14296 2548 102 2284 6220 1974 73 9374 internal_value=-0.0013871 -0.00290227 -0.00127981 0.00101818 0.00261613 0.00819178 0.012 -0.000384737 0.000882895 0.00260759 -0.00260435 -0.000161656 -0.000399463 0.0045283 0.0073089 -0.000159892 -0.00293847 0.000148147 0.0103956 0.00685973 0.0072984 0.00174672 -0.000304673 5.47878e-05 0.0111786 -0.00115232 -0.0009281 -0.00234669 0.016 0.000726377 internal_weight=84473 33633 11808 4950 3694 876 615 50840 2818 1580 4643 46197 36439 1060 573 32447 6858 1080 364 221 439 2290 30157 19128 224 4832 11029 3992 122 9758 internal_count=84473 33633 11808 4950 3694 876 615 50840 2818 1580 4643 46197 36439 1060 573 32447 6858 1080 364 221 439 2290 30157 19128 224 4832 11029 3992 122 9758 is_linear=0 shrinkage=0.04 Tree=160 num_leaves=31 num_cat=0 split_feature=28 10 30 9 1 28 23 28 21 30 28 22 0 0 34 27 36 28 1 29 12 20 3 2 18 30 33 20 13 30 split_gain=79.6851 32.5081 14.1041 20.4492 29.4303 16.9062 8.23672 12.2666 8.49706 11.7729 7.89188 6.67546 5.97216 10.3788 5.85575 5.68495 5.10435 4.98927 5.63731 4.97168 4.84082 4.59902 4.43592 4.10232 6.97459 4.39486 3.97408 8.07768 3.96317 3.94538 threshold=11586.915093170153 0.91597561503675351 164.64388309743967 0.91597561503675362 1.0000000180025095e-35 10852.365797217062 -133.27000000000041 14217.45382495492 12427.765000000001 64.441331927408115 13404.682015407167 12013.665000000003 17.500000000000004 14.500000000000002 12922.195000000002 271.23999999999893 1825.9766950490325 10982.441253073242 1.5000000000000002 12145.267861847266 1.0000000180025095e-35 13346.035000000002 74.500000000000014 5.5000000000000009 15960.270000000002 48.600966321248627 12186.235000000002 16411.440000000006 0.92922379131507438 179.22478705149061 decision_type=2 2 2 2 2 2 2 2 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 -1 -4 5 -5 7 29 9 19 -3 28 13 16 -10 -12 21 -6 22 -8 -16 -11 -19 25 -25 -9 -22 -28 -7 -2 right_child=1 10 3 4 17 11 8 23 14 12 15 -13 -14 -15 20 -17 -18 18 -20 -21 26 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-8.9614740824880119 -0.76163189566034706 -4.5711679230926201 -7.9062642642137462 -3.0061041979572702 -6.3489070590719079 3.3762237271235462 -1.3136570603268123 0.88243661969783371 -2.454304738713724 0.65992276570245634 -0.14049279480847371 2.4908066611326531 0.26085942682459506 2.4402568252799353 -0.23771691805547782 2.208212104064839 1.0732701740439936 2.5619250465805794 -0.38440159901269183 0.50258305156695271 0.1965783277811875 -1.2091956709216596 1.1669536943751631 0.12179051666823117 1.8759394781185756 -0.10351082608399245 1.5248893939334671 9.0567711850999633 7.9431186318400933 -3.5723624516187305 leaf_weight=20496 6169 6210 2988 93 501 162 1251 622 1086 894 917 122 864 415 18244 33 591 30 595 1082 11750 330 286 214 101 5475 399 52 35 2466 leaf_count=20496 6169 6210 2988 93 501 162 1251 622 1086 894 917 122 864 415 18244 33 591 30 595 1082 11750 330 286 214 101 5475 399 52 35 2466 internal_value=-0.00137715 -0.000573651 -0.00325557 -0.00130673 0.0020307 0.0114369 -0.000225748 -0.00101469 9.54588e-05 0.0015574 -0.00310056 0.0158119 0.00317518 0.00426906 -0.000156165 0.000294736 0.00296419 -0.000713882 0.0010494 -0.000588085 -5.32117e-05 0.0014902 0.00536709 0.000310667 0.0047619 8.06945e-05 0.000563559 0.00424834 0.0203655 -0.00199884 internal_weight=84473 59165 25308 4812 1824 412 52005 15047 36958 5427 7160 319 3094 2230 31531 950 1815 1412 911 2333 30445 1224 316 6412 315 6097 12201 451 197 8635 internal_count=84473 59165 25308 4812 1824 412 52005 15047 36958 5427 7160 319 3094 2230 31531 950 1815 1412 911 2333 30445 1224 316 6412 315 6097 12201 451 197 8635 is_linear=0 shrinkage=0.04 Tree=161 num_leaves=31 num_cat=0 split_feature=28 10 28 30 21 28 30 1 9 28 0 24 9 0 22 27 23 2 28 1 10 0 1 10 9 34 12 23 29 10 split_gain=79.8104 41.9804 17.7014 16.7301 27.0541 20.1021 16.6831 11.0133 18.5195 10.1379 7.28035 9.63679 7.16693 6.72321 6.35185 5.96734 6.27611 5.7146 4.93211 4.92171 6.79587 8.09506 8.76507 5.53121 7.60999 7.06378 4.69998 4.55932 4.47771 4.37441 threshold=11080.120935910578 0.78656609248549303 12753.5479709511 83.701194623045154 12194.860000000002 13050.09531533601 151.82771853605658 1.0000000180025095e-35 0.91597561503675362 14029.528484874112 5.5000000000000009 -241.37499999999997 -0.78656609248549303 17.500000000000004 11988.855000000001 -233.59500000000023 827.44499999999982 4.5000000000000009 11875.852618120744 1.5000000000000002 -0.5 15.500000000000002 2.5000000000000004 -0.37940952255126015 -0.98296291314453399 19194.770000000004 -0.22252093395631442 671.06500000000062 13576.174298620603 -0.70710678118654757 decision_type=2 2 2 2 2 2 2 2 2 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 7 18 28 8 12 -8 11 -9 13 -5 27 16 -6 -11 -2 23 21 -21 -23 -17 25 -25 -26 -10 -4 -20 right_child=1 2 6 4 15 -7 9 10 14 17 -12 -13 -14 -15 -16 19 -18 -19 29 20 -22 22 -24 24 26 -27 -28 -29 -30 -31 leaf_value=-14.996984545398607 -3.6764428361672548 -6.3700157667732915 0.76739792359106751 5.6822825996202129 -0.83276222577220838 0.00059607934519833087 -2.1764382592580875 -1.5364798483974773 4.8320841200193954 0.15912217711346055 0.49950752776524254 1.2485728711302377 0.054692325610780232 1.317194859009339 2.1511216245900355 -0.11857681571400164 1.0081949693049683 1.1057457819313385 -1.8207275764145203 0.023186623991670676 -0.41010105855209639 0.08305091543984898 2.8706163887612224 -0.96530943846819361 0.50171634465013015 8.7091926740620202 1.4563039814889489 0.096966144324206166 2.559912986324365 -0.2074830453391758 leaf_weight=16983 4343 9040 541 75 6185 13350 3224 130 186 1079 2515 353 394 120 98 3615 614 111 2882 1781 7462 339 404 1179 1734 22 2396 21 207 3090 leaf_count=16983 4343 9040 541 75 6185 13350 3224 130 186 1079 2515 353 394 120 98 3615 614 111 2882 1781 7462 339 404 1179 1734 22 2396 21 207 3090 internal_value=-0.00136058 -0.000743815 -0.00267624 -0.000228795 0.000404685 -0.00102176 -0.00080744 0.00351285 0.0074094 -0.00174354 0.0023509 0.00684886 0.00326655 0.00953846 0.0154098 -6.54473e-05 -0.00108192 0.00141176 -0.00234804 0.000299598 -0.000310836 0.00148336 0.00499058 0.000980996 0.00180004 -0.0010025 0.00261501 0.0193816 0.00471658 -0.00160214 internal_weight=84473 67490 14202 53288 29623 23665 5162 3892 894 4414 2998 483 589 195 305 25731 6799 1190 10315 18932 9986 2524 743 8946 5331 1201 4130 207 748 5972 internal_count=84473 67490 14202 53288 29623 23665 5162 3892 894 4414 2998 483 589 195 305 25731 6799 1190 10315 18932 9986 2524 743 8946 5331 1201 4130 207 748 5972 is_linear=0 shrinkage=0.04 Tree=162 num_leaves=31 num_cat=0 split_feature=28 10 28 30 21 1 10 28 30 29 9 0 10 1 14 23 28 2 36 22 34 27 28 15 1 0 14 30 1 28 split_gain=78.1569 42.6786 23.5499 18.8176 25.4948 18.3402 23.0193 17.4817 15.8522 11.274 9.93469 8.37503 7.82726 6.09649 7.18517 5.86476 5.5343 5.44628 4.44181 4.33515 4.28059 4.22007 4.41164 4.40577 4.45087 4.11281 6.73129 4.39182 7.24751 5.83541 threshold=11021.205903810531 0.60355339059327384 12753.5479709511 76.305246376591882 12194.860000000002 1.0000000180025095e-35 -0.5 13065.117486749443 179.22478705149061 14769.240695880129 0.98296291314453421 5.5000000000000009 -0.12940952255126037 1.5000000000000002 -0.71502926860092908 671.06500000000062 11210.602525274002 4.5000000000000009 1716.6761761711361 11529.305000000002 17924.950000000001 -715.32500000000061 15805.474552509268 16583.985000000004 2.5000000000000004 14.500000000000002 1.0000000180025095e-35 262.16682509905479 1.5000000000000002 11175.271883246731 decision_type=2 2 2 2 2 2 2 2 2 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 7 5 6 -5 -2 13 -10 12 16 15 14 -4 19 -7 20 -12 -8 -11 22 -6 24 -24 27 -27 -13 29 -29 right_child=1 2 8 4 21 11 10 -9 9 17 18 25 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=-16.323464701379045 -1.7254913300559753 -5.154729777162264 1.9538090584437788 -0.75166754294213523 -2.8241675176720684 -0.020050583994147279 5.3736061184456467 -0.016610134307854338 -2.5614846769780066 -0.92198721397946204 7.3575943303343641 -0.48300456789664498 1.0786391140392426 -0.045682376655143193 0.47346712249573086 0.76933760573150012 1.2040208212385151 0.94109881734653089 3.0284448935440675 3.3193511264646531 0.46037529536969102 0.094254336616463819 0.62286365851840109 -0.45205674369025739 1.8759977581917719 0.6639372664191997 2.3399847153830682 3.2469156856971764 -0.13764988514918008 2.1198316953178695 leaf_weight=15984 8829 11084 512 301 1669 136 78 11660 3782 923 105 1342 166 942 744 74 333 184 49 169 1041 21434 279 1119 104 652 154 31 370 223 leaf_count=15984 8829 11084 512 301 1669 136 78 11660 3782 923 105 1342 166 942 744 74 333 184 49 169 1041 21434 279 1119 104 652 154 31 370 223 internal_value=-0.00135632 -0.000768533 -0.00236769 -0.000145058 0.00051438 0.00340139 0.00831422 -0.0010716 -0.000732284 -0.00180776 0.0125991 0.00197346 0.00979877 0.00216924 0.00399363 0.0134455 0.00691684 0.000506517 0.0214545 0.0164049 -0.000109981 2.35715e-05 -0.00133838 0.000234353 0.00393734 0.00113708 0.00354342 0.000150559 0.00292308 0.00812598 internal_weight=84473 68489 19212 49277 28788 4183 942 20489 8128 5930 641 3241 487 2198 1256 321 469 2148 154 247 1964 24605 3171 1502 383 2772 806 1966 624 254 internal_count=84473 68489 19212 49277 28788 4183 942 20489 8128 5930 641 3241 487 2198 1256 321 469 2148 154 247 1964 24605 3171 1502 383 2772 806 1966 624 254 is_linear=0 shrinkage=0.04 Tree=163 num_leaves=31 num_cat=0 split_feature=28 10 30 9 1 28 33 23 28 21 10 28 15 1 0 34 28 1 2 31 30 1 30 28 23 30 34 23 0 27 split_gain=78.492 29.6208 14.9485 20.2006 27.6928 13.7268 9.06236 7.61061 11.5156 8.86893 9.50172 7.50083 6.13056 5.87735 5.26312 4.77573 4.74401 5.08588 4.7 5.31552 4.46687 4.47163 4.10187 5.68116 4.00935 5.966 3.79181 3.75194 3.71691 4.50026 threshold=11586.915093170153 0.91597561503675351 164.64388309743967 0.91597561503675362 1.0000000180025095e-35 10852.365797217062 11844.665000000003 -133.27000000000041 13772.673722993732 12354.965000000002 -0.78656609248549325 11271.429149519943 13805.485000000002 1.0000000180025095e-35 17.500000000000004 12922.195000000002 10943.984967033619 1.5000000000000002 1.0000000180025095e-35 15461.795052083335 234.72789038048464 2.5000000000000004 290.37611360510112 11175.271883246731 690.25000000000011 55.007263688600979 17924.950000000001 89.604999999999578 21.500000000000004 -27.644999999998614 decision_type=2 2 2 2 2 2 2 2 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 7 -1 -4 5 -5 -3 8 -2 10 -9 -7 -10 -12 24 -11 -6 22 19 -17 21 28 -18 -24 25 -15 -22 -19 -14 -30 right_child=1 6 3 4 16 11 -8 9 12 15 13 -13 20 14 -16 18 17 27 -20 -21 26 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-8.2874097892929122 -1.3966911287445476 -4.0122078839683857 -7.2937697156019485 -1.6330420601678861 -5.9621379389364835 4.8485109759992371 0.20304202369001811 -0.76328317394812273 2.6767463204970947 -2.0772550524328062 1.5097333901593739 2.2063264421039408 -0.048235595811323854 -0.15055240040643145 -0.13655513627633548 0.39942095613686351 -0.10628415683819037 0.9511248221578612 -0.13011756550009268 8.8962313437080418 -1.0753791562842674 0.85622437251817207 3.1682298632946528 1.1723617195792444 -0.30087046615278007 1.1373262169376248 0.15850824144024903 -0.8627545996132534 0.4319870188138708 4.0754887651068703 leaf_weight=20496 7058 6304 2988 93 454 168 856 1320 67 1165 826 151 3749 399 1053 4755 147 51 26017 38 1820 1159 46 138 284 1101 1068 576 94 32 leaf_count=20496 7058 6304 2988 93 454 168 856 1320 67 1165 826 151 3749 399 1053 4755 147 51 26017 38 1820 1159 46 138 284 1101 1068 576 94 32 internal_value=-0.00134069 -0.000543228 -0.003205 -0.00119867 0.00211842 0.0112427 -0.00295531 -0.000211134 -0.000969497 9.76234e-05 0.00166727 0.015185 7.05961e-05 0.00271581 0.00185125 -0.000146991 -0.00054391 0.00105219 -5.19321e-05 0.0010991 -3.13062e-05 0.00068812 0.00506344 0.00904348 0.00317489 0.004 -0.00128532 -0.00106539 3.61281e-05 0.00679365 internal_weight=84473 59165 25308 4812 1824 412 7160 52005 15047 36958 4983 319 7989 3663 2837 31975 1412 958 30810 4793 7922 5034 331 184 1784 1500 2888 627 3875 126 internal_count=84473 59165 25308 4812 1824 412 7160 52005 15047 36958 4983 319 7989 3663 2837 31975 1412 958 30810 4793 7922 5034 331 184 1784 1500 2888 627 3875 126 is_linear=0 shrinkage=0.04 Tree=164 num_leaves=31 num_cat=0 split_feature=28 10 28 9 28 1 23 28 30 21 30 10 0 23 30 1 1 14 16 15 1 10 29 30 1 28 34 13 30 18 split_gain=79.0659 34.3943 9.46207 9.46028 19.5603 25.549 8.9052 12.301 9.4497 11.9697 8.84449 8.4446 6.70838 8.45641 5.58261 5.38665 5.27868 5.79939 5.5426 4.98133 4.57119 4.59855 4.30962 4.18993 4.16524 3.79017 3.60574 3.59082 3.48367 5.54251 threshold=11370.512534394806 0.91597561503675351 13221.985412273636 0.98296291314453421 10907.6255151611 1.0000000180025095e-35 -133.27000000000041 13747.830786960218 42.988099461910373 12354.965000000002 62.044511785826735 -0.78656609248549325 17.500000000000004 690.25000000000011 201.84846434247802 1.0000000180025095e-35 1.5000000000000002 -0.22700609751797865 10629.830000000002 13805.485000000002 1.0000000180025095e-35 -0.5 12216.086848058099 234.72789038048464 2.5000000000000004 12573.962312032318 17924.950000000001 0.92922379131507438 179.22478705149061 10850.680000000002 decision_type=2 2 2 2 2 2 2 2 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 6 -3 -1 -5 10 7 -2 22 11 -6 -10 13 20 -4 -11 17 -7 -19 -9 21 -13 -8 24 -21 -17 -25 28 -12 -30 right_child=1 2 14 4 5 16 8 19 9 15 27 12 -14 -15 -16 25 -18 18 -20 23 -22 -23 -24 26 -26 -27 -28 -29 29 -31 leaf_value=-9.6280867734569728 -1.5220605454499601 -4.7526638326147719 1.1527590615155381 -8.7228922649897935 -2.8282710970086704 -0.46201915328736964 -2.1577015417488234 2.0079527751257085 -0.85957731046913444 0.55257094377122062 7.7701395182565145 0.89056809772058432 0.17186105012654726 -0.215528603325637 -0.42238787365769737 -0.75102274364914023 -1.2520061416191799 3.1362207480316937 0.21835587701633102 -0.0033951457572248419 1.0339665271116867 2.8113220094561031 -0.28948118878432905 -1.0476841667992849 0.80094340113736184 -0.020011494340008019 0.15216791178268563 6.2462927321338375 6.0867792201419864 0.41941358409799251 leaf_weight=19941 7597 6819 163 1299 27 103 1442 94 930 6341 59 106 1209 407 1105 2505 353 58 37 3905 1746 328 6720 1844 1174 16992 1068 37 26 38 leaf_count=19941 7597 6819 163 1299 27 103 1442 94 930 6341 59 106 1209 407 1105 2505 353 58 37 3905 1746 328 6720 1844 1174 16992 1068 37 26 38 internal_value=-0.00133217 -0.000606449 -0.00304044 -0.00339576 -0.000799215 0.00440108 -0.000244671 -0.00104885 8.09782e-05 0.000403873 0.0171765 0.00225476 0.00309167 0.00424121 0.000132491 6.53292e-05 6.53348e-05 0.00529293 0.0124211 3.71048e-05 0.00522936 0.00890322 -0.00112816 -7.05804e-05 0.000622956 -0.000264042 -0.00128022 0.02075 0.0174634 0.011 internal_weight=84473 62495 8087 21978 2037 738 54408 15682 38726 30564 187 4726 3796 2587 1268 25838 551 198 95 8085 2180 434 8162 7991 5079 19497 2912 160 123 64 internal_count=84473 62495 8087 21978 2037 738 54408 15682 38726 30564 187 4726 3796 2587 1268 25838 551 198 95 8085 2180 434 8162 7991 5079 19497 2912 160 123 64 is_linear=0 shrinkage=0.04 Tree=165 num_leaves=31 num_cat=0 split_feature=28 10 33 30 21 28 1 9 28 28 30 23 28 2 0 24 1 21 9 7 29 21 14 1 14 27 12 28 14 0 split_gain=77.7966 39.77 17.8659 15.2746 26.2031 21.8025 9.7646 19.4859 8.06993 7.9444 13.0772 6.37 6.20296 5.9018 5.86721 5.58292 4.67048 4.91002 4.76859 6.46514 4.50994 5.12437 4.50514 4.29778 6.68491 4.07495 4.21493 3.93281 3.79072 5.81425 threshold=11021.205903810531 0.78656609248549303 11833.105000000001 89.807547722968181 12039.015000000001 12270.85864630984 1.0000000180025095e-35 0.91597561503675362 11251.18859568699 12734.100496825353 133.14608748567099 -187.47000000000023 15358.978769669788 5.5000000000000009 5.5000000000000009 -241.37499999999997 1.5000000000000002 14424.705000000002 -0.98296291314453399 1.0000000180025095e-35 13493.066281209172 12427.765000000001 0.96633974041180493 1.5000000000000002 -0.89404254237865755 -399.17999999999842 1.0000000180025095e-35 11118.106725703487 -0.90892157495189674 20.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 9 5 6 -2 7 13 -9 -3 23 12 -6 -5 15 -8 17 18 -13 25 21 28 -12 24 -11 -20 -27 -17 29 -7 right_child=1 2 -4 4 11 20 14 8 -10 10 22 16 -14 -15 -16 27 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-14.984302854832931 -2.6234886522082501 -6.4004426717833125 0.40076809711373318 -0.016216082414387017 -1.6640757767299701 0.2627675128576295 -1.0745832741995631 5.0704283711553106 2.5986371735889224 2.9428378483246642 -1.9950326057166299 -2.0736704141136562 0.11757619323668438 3.8825694387903948 0.58622964119408916 -0.12841706900429189 -0.14669041555229073 -0.050472361614455875 -2.4143640924881558 0.064519840626552596 0.18782184374722577 -0.59564197520085449 0.64169196845126353 -0.43120650912807562 0.40872210597331071 0.82371471430490117 1.8629493864889697 1.7009183696742181 0.37189648953607313 2.7538732660836409 leaf_weight=15984 6324 8998 1467 344 3468 53 94 115 169 160 3179 462 2469 156 2114 61 9949 4287 184 1690 8958 8700 382 176 166 1625 1166 280 1265 28 leaf_count=15984 6324 8998 1467 344 3468 53 94 115 169 160 3179 462 2469 156 2114 61 9949 4287 184 1690 8958 8700 382 176 166 1625 1166 280 1265 28 internal_value=-0.00132459 -0.000738163 -0.00259582 -0.000238025 0.000394928 -0.00095357 0.00372877 0.00763265 0.016 -0.00306592 -0.00159784 -4.42697e-05 -0.0011905 0.00288 0.00252805 0.00675862 0.000307183 0.000945824 0.00178116 0.00216506 -0.000276574 -0.000858452 -0.00244987 0.00444621 0.00716564 0.00328739 0.0036675 0.00913783 0.00143833 0.00982716 internal_weight=84473 68489 14528 53961 28633 25328 3333 784 284 13061 4063 25300 5937 500 2549 435 19363 9414 5127 4665 19004 10046 3561 502 326 2975 2791 341 1346 81 internal_count=84473 68489 14528 53961 28633 25328 3333 784 284 13061 4063 25300 5937 500 2549 435 19363 9414 5127 4665 19004 10046 3561 502 326 2975 2791 341 1346 81 is_linear=0 shrinkage=0.04 Tree=166 num_leaves=31 num_cat=0 split_feature=21 10 28 1 9 28 28 11 10 10 10 10 23 28 14 28 28 0 0 36 34 16 28 3 13 10 9 33 14 33 split_gain=76.6664 24.5363 12.8598 11.83 18.8192 9.08158 8.05578 8.03448 8.16416 7.71589 7.40814 17.2495 13.3539 6.65127 12.5737 6.57729 7.42891 6.37837 5.59833 8.47801 5.38772 5.2803 5.08905 5.03435 4.95872 5.7996 4.92618 4.71204 4.54026 4.37496 threshold=11276.190000000002 0.91597561503675351 12064.661700903311 1.0000000180025095e-35 0.98296291314453421 10982.441253073242 13221.985412273636 -0.8783796973249266 0.37940952255126048 -0.98296291314453399 -0.5 -0.12940952255126037 652.44999999999993 10852.365797217062 0.42763731121559989 13625.944221283286 10871.161056130397 5.5000000000000009 19.500000000000004 1381.797484708178 19168.545000000002 10566.135 12885.65542151033 86.500000000000014 -0.62588817255938378 1.0000000180025095e-35 -0.91597561503675329 12006.230000000001 -0.93543596745397617 11614.050000000001 decision_type=2 2 2 2 2 2 2 2 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 26 4 10 -5 -3 -7 9 -9 22 12 15 -6 -15 16 -12 -11 20 -20 -13 -18 -2 -4 25 -19 -1 28 -10 -21 right_child=1 6 23 5 13 7 -8 8 27 17 11 18 -14 14 -16 -17 21 24 19 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=2.859797536969809 -2.2124080188618112 -4.1044155260062753 1.775099644291781 -7.6404047592322364 -1.1789388400085465 -1.3216389976893081 0.011653567174574792 -1.5830830716839717 0.49614921621859809 0.91575406010932059 -8.7648624082699502 -1.1002649659394543 0.46574522940831925 5.3599689122311291 1.7804937833348173 1.2471647052090358 3.9293231050402402 0.21667191050899484 1.2005721896474799 -0.78232809007349735 6.2951066607934401 2.8206117851021744 -0.0043802250485333481 -0.54212718663767401 -0.12808295531182187 1.2234837276390595 -9.2629403301552298 0.47591223523637577 -1.0730813263864907 0.95906047292117291 leaf_weight=136 1461 5699 333 1440 85 5125 1263 1912 672 671 73 2537 1121 152 237 340 75 5370 978 1351 71 637 4626 581 19195 928 19603 730 6765 306 leaf_count=136 1461 5699 333 1440 85 5125 1263 1912 672 671 73 2537 1121 152 237 340 75 5370 978 1351 71 637 4626 581 19195 928 19603 730 6765 306 internal_value=-0.00131228 -0.000626764 -0.00343059 -0.000352317 0.000654803 -0.000682864 -0.00286814 -0.000574165 -0.00036454 -4.07475e-05 0.00038126 0.00122366 0.00415672 0.00848945 0.0107044 0.00723555 0.00924841 0.00013851 -3.28066e-05 0.00126755 -0.00134663 0.0104944 -0.000655168 0.00120788 3.71857e-05 0.00101111 -0.00364537 -0.00147765 -0.00177868 -0.000475559 internal_weight=84473 63820 20653 56858 14050 42808 6962 41368 36243 28076 13576 7489 2246 474 389 1125 785 26164 5243 2635 2608 712 6087 914 25493 6298 19739 8167 7437 1657 internal_count=84473 63820 20653 56858 14050 42808 6962 41368 36243 28076 13576 7489 2246 474 389 1125 785 26164 5243 2635 2608 712 6087 914 25493 6298 19739 8167 7437 1657 is_linear=0 shrinkage=0.04 Tree=167 num_leaves=31 num_cat=0 split_feature=28 23 28 30 21 1 9 23 33 14 28 20 22 14 19 1 10 0 1 10 0 0 0 10 27 9 34 23 26 24 split_gain=77.0617 33.2556 30.4357 27.681 17.3483 15.5817 14.3539 10.9601 12.4224 8.89877 8.00789 6.12513 5.00459 4.61351 4.6325 5.66015 4.29882 4.2894 4.31049 5.2949 4.33104 4.99803 6.42968 4.04527 6.37173 4.10423 7.61257 4.75107 4.70296 3.97592 threshold=12270.85864630984 -38.364999999999775 10943.984967033619 118.62070220110392 11965.920000000002 1.0000000180025095e-35 0.91597561503675362 -594.01500000000021 11287.655000000001 -0.46800559042974538 11251.18859568699 12183.875000000002 12820.580000000002 -0.26037106507032781 12730.115000000002 1.0000000180025095e-35 -0.60355339059327384 5.5000000000000009 1.0000000180025095e-35 -0.98296291314453399 17.500000000000004 14.500000000000002 13.500000000000002 -0.5 -164.81500000000048 -0.98296291314453399 19057.295000000002 936.68999999999971 -982.30500000000018 -549.05500000000018 decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -5 8 -2 -7 -8 -11 13 -6 15 -15 -4 -9 23 -20 21 22 -21 -19 -25 26 -26 28 -27 -23 right_child=7 2 3 4 12 9 10 17 -10 11 -12 -13 -14 14 -16 -17 -18 18 19 20 -22 29 -24 24 25 27 -28 -29 -30 -31 leaf_value=-7.8083866730080951 -2.2133059746785135 -10.025999694963756 -3.212192344174468 2.1310731046740123 -0.27887732253648018 0.0022402100107755023 5.0812980595883781 0.86627990131256294 0.0061420198780773221 1.9008290887607815 2.7466739698012912 0.77227508876106132 -0.97586041663117973 3.7958571566334438 -0.098739691559651302 0.93796161481117268 -0.44463700769012698 -0.073536928691285877 -1.4956285611092719 0.036838457364042024 -0.44785425878593743 3.5351344972714851 -1.5807152407655485 -0.59974694476691426 -0.88289227835274431 3.0782591843071976 7.8876899335010933 0.10002225420461837 1.2377130224064374 0.40541741106132406 leaf_weight=20678 4173 5034 2177 210 842 763 123 953 3808 393 126 414 1049 106 341 431 2278 5217 1920 11463 8909 89 1984 1263 724 197 20 713 1987 6088 leaf_count=20678 4173 5034 2177 210 842 763 123 953 3808 393 126 414 1049 106 341 431 2278 5217 1920 11463 8909 89 1984 1263 724 197 20 713 1987 6088 internal_value=-0.00129713 -0.00273474 -0.00125065 0.000111098 0.00221926 0.00502908 0.011512 -0.000281814 -0.00163939 0.00313376 0.018008 0.00606196 0.000160346 0.00148837 0.00351708 0.0058324 -0.00215937 -2.0903e-05 -8.32069e-05 -0.000320889 -0.000184069 0.000147981 -0.000284674 0.000631952 0.00145677 0.00230596 -0.000344087 0.00298654 0.00391209 0.00108985 internal_weight=84473 34965 14287 9253 4798 2029 459 49508 7981 1570 249 807 2769 1720 878 537 4455 41527 40574 30453 28533 19624 13447 10121 4904 3641 744 2897 2184 6177 internal_count=84473 34965 14287 9253 4798 2029 459 49508 7981 1570 249 807 2769 1720 878 537 4455 41527 40574 30453 28533 19624 13447 10121 4904 3641 744 2897 2184 6177 is_linear=0 shrinkage=0.04 Tree=168 num_leaves=31 num_cat=0 split_feature=28 10 28 30 21 28 30 23 10 23 28 1 28 15 30 28 9 1 17 23 28 2 18 15 21 14 9 30 18 14 split_gain=77.4634 38.8018 16.7938 12.4505 20.0205 16.5894 12.2219 11.4794 9.80276 9.1089 8.86347 7.18854 5.69373 5.35245 5.00455 7.46686 11.2843 16.6465 4.75549 4.50958 6.37301 4.55986 4.07715 5.32979 4.21303 4.94353 9.19688 4.08273 3.98573 5.14914 threshold=11080.120935910578 0.78656609248549303 12753.5479709511 72.854790230522994 12039.015000000001 11875.852618120744 151.82771853605658 -178.07499999999888 -0.78656609248549325 148.75000000000003 13866.01029646299 1.0000000180025095e-35 13404.682015407167 10943.165000000003 172.78562368400551 10907.6255151611 0.91597561503675362 1.0000000180025095e-35 13509.895000000002 -242.71499999999921 14936.017293249855 5.5000000000000009 10650.970000000003 13291.330000000002 14424.705000000002 -0.6391983530350368 -0.78656609248549303 195.32209646208489 11887.430000000002 -0.15950993297387572 decision_type=2 2 2 2 2 2 2 2 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 5 7 -2 18 -5 -9 -10 -8 13 -7 -11 -1 -16 -17 -18 -4 20 -6 -22 -21 24 25 -24 28 -28 -27 -30 right_child=1 2 6 4 19 12 10 8 9 11 -12 -13 -14 -15 15 16 17 -19 -20 22 21 -23 23 -25 -26 26 27 -29 29 -31 leaf_value=-14.074279967163676 -2.8835386955616418 -5.2295852130859917 0.45436762878153508 -3.371107465497805 -2.0284273884211768 -0.53677110430841413 -2.0251292666682268 -0.82785429885118067 1.8747095106105043 4.3121196651431974 0.34512931891499377 0.46523859596769795 0.14238548462482839 2.2194175422906195 -6.747153402297446 -4.0510832710392082 4.7659403622494452 0.85442336609999014 1.7601233638704736 -0.51034353353911543 -0.026022984331363838 1.2500781841882878 -0.055269935255508183 -0.026524325213598741 -1.2894386273325902 0.8908920167923311 -0.24713393310369891 0.77712625066567897 1.0492367133740781 3.2495853109958563 leaf_weight=15204 3924 9040 417 505 2894 8752 2967 546 996 41 1447 1330 8393 393 1242 268 69 200 331 2944 2889 137 1643 12870 719 647 1235 1873 306 251 leaf_count=15204 3924 9040 417 505 2894 8752 2967 546 996 41 1447 1330 8393 393 1242 268 69 200 331 2944 2889 137 1643 12870 719 647 1235 1873 306 251 internal_value=-0.00127676 -0.000669137 -0.00252697 -0.000173999 0.000320431 -0.000930088 -0.000706704 0.00304277 0.00390079 0.00486956 -0.00150793 0.00314286 -0.000393118 0.0076129 -0.00369146 -0.00168409 0.00225698 0.00804461 0.00402139 -4.47771e-05 -0.00102703 0.000256443 0.000213802 0.00042284 0.00134012 0.00168934 0.00240074 0.00125096 0.00536877 0.00784919 internal_weight=84473 67490 14202 53288 32219 21069 5162 3811 3306 2760 4414 1764 17145 434 16983 1779 537 269 748 28408 5920 3026 22488 19544 6674 5955 4312 3108 1204 557 internal_count=84473 67490 14202 53288 32219 21069 5162 3811 3306 2760 4414 1764 17145 434 16983 1779 537 269 748 28408 5920 3026 22488 19544 6674 5955 4312 3108 1204 557 is_linear=0 shrinkage=0.04 Tree=169 num_leaves=31 num_cat=0 split_feature=28 10 28 30 21 28 30 10 29 10 23 1 28 28 23 33 10 21 29 30 28 18 21 9 25 2 30 0 30 28 split_gain=76.5134 38.5184 16.4091 12.6022 22.2963 18.156 10.9165 9.19367 8.26899 7.67256 9.37059 8.04415 5.68383 5.22396 4.84396 6.83363 4.51953 4.66504 4.47123 3.91016 7.31163 3.90997 4.79594 4.74325 4.30632 3.84615 3.84264 3.62403 3.56264 5.55658 threshold=11040.207464341895 0.78656609248549303 12753.5479709511 83.701194623045154 12039.015000000001 11875.852618120744 151.82771853605658 -0.78656609248549325 14435.026596847065 0.60355339059327384 148.75000000000003 1.0000000180025095e-35 11251.18859568699 13205.402843446545 -187.47000000000023 10787.835000000001 -0.70710678118654757 12039.015000000001 13576.174298620603 107.53922318696227 12243.074660890643 10524.345000000003 13219.400000000001 -0.98296291314453399 -949.92999999999927 3.5000000000000004 215.90635306081052 7.5000000000000009 187.25811561355169 10907.6255151611 decision_type=2 2 2 2 2 2 2 2 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 3 19 5 7 -2 18 -5 -8 10 -9 12 25 16 15 -6 -7 -18 -4 20 -3 -16 23 -23 27 -12 -10 -25 -1 -30 right_child=1 2 6 4 14 13 8 9 26 -11 11 -13 -14 -15 21 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-14.188970921178548 -2.7802172687734021 -3.6466246709666401 0.55085106405752238 -1.1847894592044133 -2.3677661630766402 -1.1656933688476745 -1.9985439859738439 1.8732191474836495 1.1386895140822091 -2.9614540922020574 4.8060978881837473 0.44641961468766794 1.92879147059284 0.082650404625107865 -0.63664573090473275 -0.017495782291383793 0.79608981126610423 -0.41030290664371211 2.3431737025570274 -6.1422843869149579 1.4085503396544932 -2.6375720723185538 0.042572649892940427 -1.0029671519981815 0.52902565498189158 3.3111780379063673 0.055315250187808446 1.632727049650694 -5.9865074838969576 1.1889296133236069 leaf_weight=15047 4593 998 541 586 2148 3974 2840 947 119 219 52 1291 328 11679 2160 3975 749 2920 207 7940 320 414 13768 89 3300 52 1455 492 959 311 leaf_count=15047 4593 998 541 586 2148 3974 2840 947 119 219 52 1291 328 11679 2160 3975 749 2920 207 7940 320 414 13768 89 3300 52 1455 492 959 311 internal_value=-0.00127487 -0.000685839 -0.0025215 -0.000193242 0.000355319 -0.000877275 -0.000714453 0.00336691 -0.00147168 0.00429353 0.00488389 0.0031271 0.00785185 -0.000339924 -4.19048e-05 -0.0010276 -0.00115295 -0.000140639 0.00375401 -0.00352906 -0.00151138 0.000256539 0.000448872 0.00161583 0.00204999 0.016 0.000853875 0.00522547 -0.00373525 -0.00170079 internal_weight=84473 68156 14420 53736 29821 23915 5162 3475 4414 2889 2670 1723 432 19322 26346 6123 7643 3669 748 9258 1318 20223 18063 4295 3881 104 1574 581 16317 1270 internal_count=84473 68156 14420 53736 29821 23915 5162 3475 4414 2889 2670 1723 432 19322 26346 6123 7643 3669 748 9258 1318 20223 18063 4295 3881 104 1574 581 16317 1270 is_linear=0 shrinkage=0.04 Tree=170 num_leaves=31 num_cat=0 split_feature=28 10 28 30 21 28 30 10 1 15 29 18 23 28 29 23 33 21 24 28 0 12 30 28 24 2 18 30 14 14 split_gain=74.8264 39.1269 16.2844 13.3678 23.138 19.9605 10.0048 8.31048 9.33595 11.1977 7.84859 5.6941 5.15277 5.04036 4.50828 4.44406 6.15044 4.40639 4.21994 5.16865 4.02415 3.83137 3.80099 4.76437 3.71747 3.67531 4.79883 3.55468 4.91206 3.53952 threshold=10982.441253073242 0.78656609248549303 12753.5479709511 89.807547722968181 12039.015000000001 11875.852618120744 151.82771853605658 -0.78656609248549325 1.0000000180025095e-35 11040.885000000002 14435.026596847065 12131.585000000001 148.75000000000003 13205.402843446545 13576.174298620603 -187.47000000000023 10837.290000000003 12327.885000000002 -457.90000000000049 11291.654927900589 15.500000000000002 1.0000000180025095e-35 74.559441829121809 12040.937905898953 83.765000000000342 5.5000000000000009 15960.270000000002 137.78785945235686 -0.54219087765047058 0.097680735332368748 decision_type=2 2 2 2 2 2 2 2 2 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 5 7 -2 14 -5 9 -9 -8 24 18 17 -4 16 -6 20 -10 27 -7 -17 23 -3 -11 -18 -27 -20 -29 -30 right_child=1 2 6 4 15 13 10 8 12 11 -12 -13 -14 -15 -16 21 25 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=-13.919765143972285 -2.7351453789531406 -4.1619480310901276 0.52881702149522247 -1.1759548627978713 -2.223030476372819 -0.15841207698186124 -1.9186022265348914 4.1304127667248078 -3.2819337039129532 6.0454742109525972 0.24163675406057272 -2.1444444885813505 0.42304304359292821 0.074514553902012198 2.2494467544547603 -0.10539033112007914 -0.12145315764363619 -0.93569465553638587 -0.51660573874638671 1.6712063041012619 1.0234898908472316 0.38772589217448128 -5.5859556787998956 1.3151368266243808 2.1989264770959198 0.12092826163548841 1.9359418883480346 -0.26774426821692543 1.9865612942426256 1.0780434798129939 leaf_weight=15318 5234 402 541 543 2167 1488 2840 177 86 54 1574 125 1361 12458 207 11367 3529 5904 163 480 550 8015 8888 255 327 179 64 71 59 47 leaf_count=15318 5234 402 541 543 2167 1488 2840 177 86 54 1574 125 1361 12458 207 11367 3529 5904 163 480 550 8015 8888 255 327 179 64 71 59 47 internal_value=-0.00127724 -0.000716941 -0.00254763 -0.000222452 0.000368709 -0.000886948 -0.0007377 0.00342055 0.00425763 0.00835725 -0.00146262 0.00532806 0.0030225 -0.00032157 0.00354011 -5.22896e-05 -0.0010096 -0.00110904 0.00535982 0.0062439 0.000494602 0.000241047 -0.00352645 -0.000590564 0.00775853 -3.39352e-05 0.00472428 0.00247059 0.00639548 0.0118491 internal_weight=84473 69155 14707 54448 28814 25634 5162 3493 2950 683 4414 506 2267 20400 748 25321 5939 7942 906 820 2038 19382 9545 657 381 3772 243 340 177 106 internal_count=84473 69155 14707 54448 28814 25634 5162 3493 2950 683 4414 506 2267 20400 748 25321 5939 7942 906 820 2038 19382 9545 657 381 3772 243 340 177 106 is_linear=0 shrinkage=0.04 Tree=171 num_leaves=31 num_cat=0 split_feature=28 23 28 30 21 1 9 23 33 14 28 20 0 22 1 10 1 1 10 0 0 0 20 21 28 28 27 16 31 23 split_gain=75.4888 32.3187 29.8402 25.1028 15.3676 17.232 11.7545 9.10324 11.071 8.97606 8.56908 6.10509 4.5623 4.54497 4.72131 4.51959 5.10331 3.88115 4.7616 4.10355 4.30813 6.0255 3.83396 3.76929 5.63034 3.98404 3.74155 3.7005 3.69043 3.68907 threshold=12270.85864630984 -56.414999999999957 10907.6255151611 127.33060915906843 11965.920000000002 1.0000000180025095e-35 0.78656609248549325 -601.8800000000009 11287.655000000001 -0.46800559042974538 11251.18859568699 12183.875000000002 5.5000000000000009 12783.330000000002 1.5000000000000002 -0.60355339059327384 1.0000000180025095e-35 1.0000000180025095e-35 -0.98296291314453399 17.500000000000004 14.500000000000002 13.500000000000002 13226.820000000002 14087.190000000002 15358.978769669788 14390.714276099028 633.57499999999902 10868.120000000001 14115.125833333337 652.44999999999993 decision_type=2 2 2 2 2 2 2 2 2 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 15 5 6 -5 8 -2 -7 -8 -11 22 14 29 -4 -17 -14 -19 20 21 23 -9 25 -25 -20 -21 -13 -27 -6 right_child=7 2 3 4 13 9 10 12 -10 11 -12 27 17 -15 -16 16 -18 18 19 26 -22 -23 -24 24 -26 28 -28 -29 -30 -31 leaf_value=-7.3506377075314973 -2.0347478972408828 -9.8735895923786643 -2.9697312006645387 1.1577371434837598 1.3992225983252555 -0.049965484582322535 4.8486525656829791 0.75751190587498529 0.0088475715649512128 1.6660763192375188 2.2435391827710873 -0.55030773988434811 0.28343149332370465 -0.88439705851196526 -0.12119827824220546 0.82595060872459103 -0.93170517022995769 -1.4451854007502476 0.16720623058322351 -0.52402182825110089 0.44486636411715935 -1.470264856895356 3.7947237252150181 -1.1483880159423581 0.37443107631842859 1.3694749506914174 1.0140171332818428 1.6840995830557872 -1.3345959477171865 -0.39847693664300632 leaf_weight=19943 4081 5159 2421 154 553 756 145 958 3742 399 147 219 10149 1075 874 776 1965 1921 5645 8579 6178 1984 20 3060 2210 459 418 184 104 195 leaf_count=19943 4081 5159 2421 154 553 756 145 958 3742 399 147 219 10149 1075 874 776 1965 1921 5645 8579 6178 1984 20 3060 2210 459 418 184 104 195 internal_value=-0.00127298 -0.00269584 -0.00129464 -5.27318e-06 0.00210934 0.00476247 0.0116951 -0.000268079 -0.00152013 0.00277792 0.016411 0.00572568 -3.31064e-05 0.00013793 0.00147472 -0.00193104 -0.00081868 -9.79694e-05 -0.000323059 -0.000193736 0.000130345 -0.000270986 0.00266667 8.08494e-05 -0.000705883 0.00074871 -0.00090119 0.0022531 0.00395737 0.00380749 internal_weight=84473 34965 15022 9863 4701 2004 446 49508 7823 1558 292 802 41685 2697 1622 5162 2741 40707 30558 28637 19640 13462 978 11478 5270 6208 8997 403 563 748 internal_count=84473 34965 15022 9863 4701 2004 446 49508 7823 1558 292 802 41685 2697 1622 5162 2741 40707 30558 28637 19640 13462 978 11478 5270 6208 8997 403 563 748 is_linear=0 shrinkage=0.04 Tree=172 num_leaves=31 num_cat=0 split_feature=28 10 30 9 1 28 33 28 18 23 28 21 10 15 1 28 0 0 30 30 1 14 13 12 3 30 29 30 1 30 split_gain=75.6495 30.0309 12.8951 22.1762 26.6004 15.1226 10.1361 8.08149 7.85359 6.05724 11.6181 7.10226 8.00422 6.69714 5.96589 5.12736 4.94162 5.22973 4.54827 4.37505 5.17177 4.30312 4.25076 3.65954 3.53583 3.3925 4.51586 3.34651 3.37682 3.29227 threshold=11411.631830746503 0.91597561503675351 145.66427973509167 0.91597561503675362 1.0000000180025095e-35 10752.940320528449 11287.655000000001 11118.106725703487 11211.610000000002 -146.22499999999943 13772.673722993732 12427.765000000001 -0.78656609248549325 13851.175000000001 1.0000000180025095e-35 12573.962312032318 17.500000000000004 15.500000000000002 180.74388000140462 287.2448006396441 1.5000000000000002 1.0000000180025095e-35 0.91596454896554913 1.0000000180025095e-35 2.5000000000000004 182.34174473547566 13100.999494365798 234.72789038048464 2.5000000000000004 108.85934347466524 decision_type=2 2 2 2 2 2 2 2 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 9 -1 -4 5 -5 -3 -7 19 10 25 12 -11 -12 -14 18 17 -16 -13 -6 -21 -19 -9 -17 -15 26 -2 28 -26 -8 right_child=1 6 3 4 8 7 29 22 -10 11 13 15 14 24 16 23 -18 21 -20 20 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-8.2472232551820159 -1.6236924959616739 -4.4562390252772976 -8.3159704148053901 -3.7091792170493494 -1.3484943603917305 4.8293495248962124 1.4911054437985058 2.1661081042751924 1.5567097544775828 -0.73463804606904415 1.7229266263524177 -2.6776507303865742 1.2060903391369027 2.5127614482632143 0.34429562472010161 -0.18581365601638059 -0.28303252676189994 1.4505637336347224 -0.089475596194399418 1.6702820767816715 -0.57666402463279731 2.8736405452513782 3.8296895661897215 0.21752677057490236 0.037654489072070405 -3.9875615215540088 -0.082629762420198427 -0.39389731773311487 0.87108524217492755 -0.26608779379923692 leaf_weight=17567 3165 5897 3297 82 976 149 74 132 58 1701 108 1685 1153 53 2116 16988 1320 366 1922 165 186 104 32 11633 3683 1713 2246 2864 1096 1942 leaf_count=17567 3165 5897 3297 82 976 149 74 132 58 1701 108 1685 1153 53 2116 16988 1320 366 1922 165 186 104 32 11633 3683 1713 2246 2864 1096 1942 internal_value=-0.00126066 -0.000536254 -0.00323865 -0.00146307 0.00213483 0.0112911 -0.00283736 0.0152971 -0.000476535 -0.000198532 -0.000883709 6.38136e-05 0.0012426 0.00018247 0.00204072 -0.000183444 0.00129442 0.0023109 -0.00160466 -0.00110626 0.00272365 0.00612766 0.00917073 -4.33344e-06 4.36581e-05 -0.00205166 -0.00156053 -2.77388e-05 0.000620212 -0.00038889 internal_weight=84473 61829 22644 5077 1780 395 7913 313 1385 53916 14928 38988 6760 7804 5059 32228 3906 2586 3607 1327 351 470 164 28621 7696 7124 5411 7643 4779 2016 internal_count=84473 61829 22644 5077 1780 395 7913 313 1385 53916 14928 38988 6760 7804 5059 32228 3906 2586 3607 1327 351 470 164 28621 7696 7124 5411 7643 4779 2016 is_linear=0 shrinkage=0.04 Tree=173 num_leaves=31 num_cat=0 split_feature=28 23 28 30 21 1 9 23 35 14 20 15 3 0 13 9 23 29 36 30 12 20 26 9 36 20 10 21 0 24 split_gain=73.7792 31.7715 29.5461 22.7762 14.3241 12.2277 12.619 7.97461 10.8503 6.84752 7.68127 5.61308 5.23286 4.41873 4.41288 4.39371 5.31868 4.25637 3.9379 3.74026 3.71531 5.63163 4.39942 3.66607 3.48532 4.2656 3.87323 4.22945 4.89665 4.4149 threshold=12270.85864630984 -59.58000000000083 10907.6255151611 94.193483472816652 11965.920000000002 1.0000000180025095e-35 0.78656609248549325 -601.8800000000009 13607.413988095241 -0.46800559042974538 12183.875000000002 10943.165000000003 10.500000000000002 5.5000000000000009 -0.94705910369513524 -0.78656609248549303 153.96000000000006 11531.253595327757 1593.5249053605787 203.52368931271462 1.0000000180025095e-35 12157.395000000002 -874.7500000000008 -0.60355339059327362 1381.797484708178 12847.430000000002 -0.12940952255126037 14837.290000000003 14.500000000000002 -376.80000000000013 decision_type=2 2 2 2 2 2 2 2 2 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 17 5 6 15 8 -2 -7 -11 18 -10 -9 -6 16 -5 -4 -8 -13 22 -22 -15 -12 25 -23 27 28 -26 -30 right_child=7 2 3 4 14 9 11 13 12 10 23 19 -14 20 -16 -17 -18 -19 -20 -21 21 24 -24 -25 26 -27 -28 -29 29 -31 leaf_value=-6.9846413053847343 -2.4966342628984495 -9.3037784723237973 -2.7805966083793847 5.3532841512619243 1.1429456773797535 -0.036735814712855142 4.6615318135188133 0.83596529066179759 1.0620257972921292 1.4942710164696009 2.2818329216013873 3.4446749918122954 -0.20902367143022876 0.48081993262140532 -0.252949041629289 -1.211889002091155 1.0883032213167849 -0.32300593748678308 2.6049805305437044 0.74715083020337414 -0.1674987023581487 0.59250160093583815 -0.27976862705886302 -0.079780761790520252 0.48977936748916512 1.9489510239375532 -0.23344755434623887 0.23372878783989393 6.6793636512213226 2.6927041166133785 leaf_weight=19792 3184 5245 2523 37 253 975 100 978 340 498 120 126 4299 3377 2793 155 67 1720 28 72 7726 741 20767 461 1381 413 2788 3008 28 478 leaf_count=19792 3184 5245 2523 37 253 975 100 978 340 498 120 126 4299 3377 2793 155 67 1720 28 72 7726 741 20767 461 1381 413 2788 3008 28 478 internal_value=-0.00124456 -0.00265122 -0.00127411 8.86287e-06 0.00166403 0.00382114 0.00892308 -0.000251112 -0.00142298 0.00236806 0.00456348 0.0141595 -0.000188835 -3.11872e-05 -0.00020486 0.00233205 0.00869231 -0.00220882 0.0206875 0.00993939 -9.50215e-05 0.000366358 -0.000411532 0.0014389 0.00105601 0.00310572 0.000748144 0.00142594 0.00291044 0.00627668 internal_weight=84473 34965 15173 9928 5685 2639 585 49508 7823 2054 1079 326 4639 41685 3046 259 104 4243 128 198 40707 16563 24144 581 8837 1154 7683 4895 1887 506 internal_count=84473 34965 15173 9928 5685 2639 585 49508 7823 2054 1079 326 4639 41685 3046 259 104 4243 128 198 40707 16563 24144 581 8837 1154 7683 4895 1887 506 is_linear=0 shrinkage=0.04 Tree=174 num_leaves=31 num_cat=0 split_feature=28 10 30 9 1 28 33 28 18 23 28 30 21 10 1 30 1 13 23 10 9 20 34 30 2 31 30 16 28 36 split_gain=74.0217 29.16 12.6103 20.7049 24.2358 12.3334 10.1685 7.65753 7.08977 5.65154 11.4755 6.6615 8.63095 4.50195 4.47422 4.15221 5.24791 3.92055 3.69991 4.71364 4.4204 3.43627 3.433 3.3555 3.76643 4.70461 3.24511 3.23726 4.17107 3.06402 threshold=11411.631830746503 0.91597561503675351 145.66427973509167 0.91597561503675362 1.0000000180025095e-35 10752.940320528449 11287.655000000001 11118.106725703487 11211.610000000002 -242.71499999999921 14001.148534945592 42.988099461910373 12039.015000000001 -0.78656609248549325 1.0000000180025095e-35 284.07751129609005 1.5000000000000002 0.91596454896554913 690.25000000000011 -0.12940952255126037 0.91597561503675362 11633.925000000001 18457.415000000005 45.449014180270815 5.5000000000000009 13467.935520833336 108.85934347466524 10064.960000000001 11175.271883246731 2107.2009501890766 decision_type=2 2 2 2 2 2 2 2 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 9 -1 -4 5 -5 -3 -7 15 10 22 -11 13 -13 -14 -6 27 -9 19 -15 -21 -22 -2 -12 -25 -26 -8 -17 -29 -24 right_child=1 6 3 4 8 7 26 17 -10 11 23 12 14 18 -16 16 -18 -19 -20 20 21 -23 29 24 25 -27 -28 28 -30 -31 leaf_value=-7.7135463896018077 -2.0324952721159888 -4.2065163458006785 -7.7964234917818152 -3.1886609094744558 -1.2786113648088611 4.4497142713595954 1.4851711154129601 2.0856657863424242 1.434670523639747 -0.35231389154731141 1.3554351399360791 -0.34413139047373598 0.45489519536935447 1.7010156831729861 -0.085015229811792756 -2.1554804855927019 -0.5495513917976651 3.5387149838696712 -0.54303145859022106 0.24423296871785247 1.6167216116282381 0.61153317977087673 1.6088453385644277 -0.078184963427834347 -0.17138889918737479 1.4741889582752523 -0.23696902107936907 2.7342890481982209 1.2571973521843121 -0.15826694012118239 leaf_weight=17567 5141 5897 3297 82 963 149 74 132 58 9613 327 836 7161 873 22296 31 193 32 275 966 191 315 114 5210 171 163 1942 67 73 264 leaf_count=17567 5141 5897 3297 82 963 149 74 132 58 9613 327 836 7161 873 22296 31 193 32 275 966 191 315 114 5210 171 163 1942 67 73 264 internal_value=-0.00123083 -0.000514258 -0.00318742 -0.00143156 0.00204494 0.0107848 -0.00278175 0.0144026 -0.000447654 -0.000181468 -0.000972784 3.04745e-05 0.000301035 0.00219213 7.91653e-05 -0.00104597 0.00259341 0.00843902 0.00300763 0.00352239 0.0021413 0.00516996 -0.0022823 0.000258217 2.59731e-05 0.00414371 -0.000329366 0.00769591 0.0102857 0.00139682 internal_weight=84473 61829 22644 5077 1780 395 7913 313 1385 53916 11390 42526 32913 3456 29457 1327 364 164 2620 2345 1472 506 5519 5871 5544 334 2016 171 140 378 internal_count=84473 61829 22644 5077 1780 395 7913 313 1385 53916 11390 42526 32913 3456 29457 1327 364 164 2620 2345 1472 506 5519 5871 5544 334 2016 171 140 378 is_linear=0 shrinkage=0.04 Tree=175 num_leaves=31 num_cat=0 split_feature=28 10 19 30 21 28 10 0 23 30 28 1 28 27 23 10 14 28 9 13 23 3 1 10 17 28 21 1 10 0 split_gain=73.9339 37.7406 17.2602 11.2762 19.7044 16.9293 7.83592 7.90217 8.6709 7.7746 7.7634 5.66436 7.07001 4.62398 5.82065 7.28632 4.99587 4.5428 4.32912 7.89092 4.66858 4.38864 4.29861 5.25884 5.05723 4.29695 4.34532 4.22711 6.13243 6.17736 threshold=10982.441253073242 0.78656609248549303 12316.555000000002 83.701194623045154 11965.920000000002 11808.791023824606 -0.78656609248549325 3.5000000000000004 143.70499999999996 121.51816714197768 13625.944221283286 1.0000000180025095e-35 11229.258227993874 -233.59500000000023 801.72999999999968 -0.70710678118654757 -0.013976481981245173 15547.487512979116 -0.78656609248549303 -0.63921128368950708 40.714999999999243 114.50000000000001 1.0000000180025095e-35 -0.37940952255126015 11590.095000000001 13205.402843446545 12327.885000000002 1.5000000000000002 -0.5 15.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 6 -2 -5 -8 22 -4 -11 12 -10 14 16 -16 18 -18 19 20 -6 -21 23 -9 -25 26 -7 -15 29 -29 right_child=1 2 9 4 13 25 7 8 11 10 -12 -13 -14 27 15 -17 17 -19 -20 21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-12.154846024441262 -2.4595199754656516 -4.532315162364581 0.89406399918179802 -0.95909389781972976 4.0913419540810496 0.17185285369752229 -3.9508410450592759 -0.27693043311401538 3.4909242804537439 -1.7776155665497984 0.1792980457082412 0.40707510533421348 1.5698260910274013 0.4002296304987828 6.5676590677536506 0.57585516834575778 -2.7349708773863255 -0.1874752070432944 -0.49309958769748663 2.7761037468745595 1.7187193534778211 -2.297433740919038 1.3668833493097432 5.560590749300327 2.3191857916393808 0.085273545318108615 -0.8933066875319845 0.042551257538406072 -0.34144471702132462 1.7579570072613708 leaf_weight=15318 4708 9219 797 588 42 2217 182 33 110 2792 1899 1279 307 9391 24 620 2865 2181 764 126 82 175 821 78 42 11679 5718 1817 7837 762 leaf_count=15318 4708 9219 797 588 42 2217 182 33 110 2792 1899 1279 307 9391 24 620 2865 2181 764 126 82 175 821 78 42 11679 5718 1817 7837 762 internal_value=-0.00121142 -0.000654473 -0.00245244 -0.000168823 0.000348402 -0.000809474 0.00319767 0.00406452 0.00461423 -0.000676386 -0.00129695 0.00288679 0.00693525 -1.88873e-05 -0.000912343 0.00270807 -0.00128629 -0.00183591 0.00104626 0.00428235 0.0127742 0.000784052 0.00762218 0.0137778 0.0176667 -0.000292445 -0.00101071 0.000291411 -0.000263442 0.00142846 internal_weight=84473 69155 14707 54448 30126 24322 3440 2852 2670 5488 4691 1696 417 26686 6879 644 6235 5046 1189 425 124 301 974 153 120 19614 7935 19807 10416 2579 internal_count=84473 69155 14707 54448 30126 24322 3440 2852 2670 5488 4691 1696 417 26686 6879 644 6235 5046 1189 425 124 301 974 153 120 19614 7935 19807 10416 2579 is_linear=0 shrinkage=0.04 Tree=176 num_leaves=31 num_cat=0 split_feature=28 0 0 33 0 1 16 11 2 1 10 21 28 2 27 28 28 1 30 15 14 21 10 0 24 30 9 14 0 21 split_gain=72.5801 37.8583 15.6171 15.0445 12.9033 8.00095 12.0088 7.23392 6.25328 5.78322 7.67099 15.523 8.09454 5.63992 5.95362 5.58821 5.36759 4.96882 5.71294 5.32305 4.86623 10.1757 4.8136 4.65528 7.74909 4.54974 6.98731 7.46067 6.40667 5.69594 threshold=10907.6255151611 4.5000000000000009 6.5000000000000009 11573.255000000003 22.500000000000004 1.0000000180025095e-35 10690.610000000002 -0.8783796973249266 1.5000000000000002 1.0000000180025095e-35 -0.5 11965.920000000002 11210.602525274002 4.5000000000000009 -21.320000000002434 13035.608388832203 13602.534492564651 2.5000000000000004 236.63702565530431 13049.425000000001 -0.46800559042974538 11780.000000000002 -0.70710678118654757 17.500000000000004 113.96500000000016 75.407596429694152 -0.78656609248549303 -0.46800559042974538 17.500000000000004 13107.520000000002 decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 6 -3 22 -5 10 -9 12 -12 14 -7 25 -6 19 -19 -17 -16 -22 -4 24 -13 -11 27 -27 29 -29 right_child=1 2 4 8 16 13 -8 9 -10 15 11 23 -14 -15 20 17 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-14.046834042655192 -4.8824575159829564 5.511422478907666 -2.4489210356957178 1.7414715658475919 -3.093644546468588 2.7345001324016529 1.5071827166740037 -0.20606951082141658 -0.18380589740231654 -1.2661772752142466 3.5439899658879495 2.3785491430110643 2.0399739348984132 -1.2142328380881913 -0.61672251647221432 0.83054997297991418 0.39120934658578771 0.51726736834095488 -0.45954624022055052 -0.26617321352224754 1.3155832630636868 0.26701733636564123 -0.29676127218308007 0.12083954458298508 0.60004417055575465 -0.22388502351451359 -0.6303871650538484 2.8147478271535471 -0.13667870422267187 0.90090304846658964 leaf_weight=13986 8634 63 2785 327 2980 45 680 5544 1685 4163 93 340 303 412 472 726 530 6090 2296 15907 483 1448 4413 3615 1435 665 3753 207 216 177 leaf_count=13986 8634 63 2785 327 2980 45 680 5544 1685 4163 93 340 303 412 472 726 530 6090 2296 15907 483 1448 4413 3615 1435 665 3753 207 216 177 internal_value=-0.00120479 -0.00068251 -0.000291507 -0.00288033 -0.000455067 0.00226145 0.00595962 -0.000298742 0.000234591 -0.000112454 0.000670785 0.00168959 0.00933333 0.0013007 0.00202941 -0.000371931 -0.00280342 -6.21937e-05 0.000731695 -0.000462455 0.00175947 0.0026494 -0.00147708 0.00112801 0.00280563 -0.00121599 -0.000404943 0.00216601 0.0054 0.0085 internal_weight=84473 70487 59841 10646 56238 3603 743 52728 2012 45530 11330 5786 396 2860 2448 34200 3510 25019 8386 16633 2403 1931 7198 5390 1775 9181 5018 1265 600 384 internal_count=84473 70487 59841 10646 56238 3603 743 52728 2012 45530 11330 5786 396 2860 2448 34200 3510 25019 8386 16633 2403 1931 7198 5390 1775 9181 5018 1265 600 384 is_linear=0 shrinkage=0.04 Tree=177 num_leaves=31 num_cat=0 split_feature=21 10 28 33 28 9 21 1 28 29 9 0 16 30 9 28 23 21 21 2 9 9 14 15 31 3 19 23 27 18 split_gain=71.6396 21.5173 13.961 9.7675 9.69616 11.2298 13.8804 13.0908 11.5776 9.53899 6.88108 6.10277 5.23366 4.7493 4.66478 4.65983 8.36439 5.90912 5.34129 5.19844 5.00268 6.64839 5.9718 6.56566 7.1423 5.35262 4.69727 4.62928 4.51002 4.42907 threshold=11214.025000000003 0.91597561503675351 11875.852618120744 11287.655000000001 10772.679361250348 0.91597561503675362 11965.920000000002 1.0000000180025095e-35 11808.791023824606 10872.211015297895 -0.78656609248549303 17.500000000000004 12344.695000000002 144.11008735254038 -0.91597561503675329 14390.714276099028 -481.94500000000056 14424.705000000002 14087.190000000002 5.5000000000000009 -0.98296291314453399 -0.70710678118654735 -0.82413948779581736 13612.030000000002 11873.340000000002 100.50000000000001 15005.645000000002 -59.58000000000083 9.329999999999929 11139.125000000002 decision_type=2 2 2 2 2 2 2 2 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 14 -3 -2 8 7 9 10 13 11 -6 -4 -7 29 16 -10 19 26 20 -18 22 -22 24 -24 -26 -17 -21 -9 -1 right_child=1 3 12 -5 5 6 -8 28 15 -11 -12 -13 -14 -15 -16 18 17 -19 -20 27 21 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.67563812316133443 -11.316940443637959 -3.6503254180398175 1.5574715655370213 -0.078271081610696541 1.1676980916974364 0.68015699454629897 0.080788087050586641 2.273018017256752 -1.8674162728749903 2.1900703309447778 -2.8502862540398191 -1.6342161459716755 -0.21629242915948477 5.0144621954978899 -7.5621392486696939 0.81387742357333326 -2.9531775890816374 -1.8257145617189374 0.023017630270481329 -0.7467607315386745 -0.26412529909688326 -0.24270336493027697 -0.18340174825689962 -0.21398310439928517 2.9049742168921284 0.95279927731008263 -0.58009363998938668 0.75284118704025504 0.45301683953122412 4.0329252512686953 leaf_weight=60 1258 5277 241 1994 709 21 4294 48 2857 358 3524 666 843 86 18475 1839 1219 2756 14469 463 2295 12997 798 1176 306 1827 464 1937 1181 35 leaf_count=60 1258 5277 241 1994 709 21 4294 48 2857 358 3524 666 843 86 18475 1839 1219 2756 14469 463 2295 12997 798 1176 306 1827 464 1937 1181 35 internal_value=-0.00120479 -0.000563354 -0.00332024 -0.00261367 -0.000304303 -0.000226684 0.00141082 0.00447698 -0.000421614 0.0101935 -0.00226904 0.000130908 0.00109225 0.0206729 -0.00357781 -0.000222277 -0.000532431 -0.000304804 0.000307178 -9.52308e-05 -0.000300321 -0.000144132 0.000910964 0.0018242 0.00283726 0.00404501 0.0020964 0.00166667 0.00231408 0.00526316 internal_weight=84473 64819 19654 7271 57548 56290 5988 1694 50302 465 4899 1375 1084 107 18570 45403 28631 25774 16772 23018 20618 19399 6402 4107 2931 2133 2303 2400 1229 95 internal_count=84473 64819 19654 7271 57548 56290 5988 1694 50302 465 4899 1375 1084 107 18570 45403 28631 25774 16772 23018 20618 19399 6402 4107 2931 2133 2303 2400 1229 95 is_linear=0 shrinkage=0.04 Tree=178 num_leaves=31 num_cat=0 split_feature=19 24 28 11 23 9 17 1 33 15 29 13 18 30 2 3 9 0 21 30 31 21 34 9 26 16 18 16 20 10 split_gain=71.292 20.1442 16.3563 13.7133 11.527 11.0925 10.0956 9.22865 6.87115 6.61089 6.1174 7.32202 5.54752 4.62811 4.52662 4.4455 4.54357 6.95655 6.06034 6.71247 4.57305 4.60065 7.51681 4.40918 4.23999 4.15905 10.2295 4.13232 3.95727 3.94982 threshold=11524.915000000003 -145.31999999999968 10811.876089158714 -0.8783796973249266 -617.20499999999981 0.91597561503675362 16097.545000000002 1.0000000180025095e-35 10469.320000000002 10831.960000000001 11389.934183134477 0.9962888416657264 16028.245000000001 166.22160433510362 1.0000000180025095e-35 22.500000000000004 -0.5 17.500000000000004 12672.480000000001 64.441331927408115 11896.496875000003 12454.580000000002 15355.615000000002 -0.78656609248549303 -82.899999999999622 12664.300000000001 11795.255000000003 10886.285000000002 12003.925000000001 -0.37940952255126015 decision_type=2 2 2 2 2 2 2 2 2 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 12 6 -4 -5 9 15 13 11 -10 23 -7 -12 29 17 18 19 -17 -18 22 -22 25 -16 26 -2 -21 -13 -6 right_child=3 2 5 4 8 7 -8 -9 10 -11 14 28 -14 -15 24 16 20 -19 -20 27 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-7.6591105797837535 -0.44621577676375879 -9.9983558357339763 -0.62012458013947991 -1.9383657916606121 2.5089962913225992 0.57991478599054025 0.098250013219187263 0.27639012062839063 1.1115209266917434 1.6804694897451942 0.90478733403595779 3.2239538638086418 0.70868601671593923 4.4913596913484763 0.28971770463753627 0.072994789531970958 -3.1945953040429336 -0.38638529425800039 0.089436075227278297 1.0461864962995329 0.00047332613750970169 -0.84997054775781256 2.8313706786693973 -1.894384046062898 -0.11589354308907104 -1.8933382001115322 1.9794260707301985 2.8241590303878836 1.3483802559803379 -3.861514812576083 leaf_weight=16880 1232 2816 3460 4736 100 25 2738 1189 819 212 2661 21 216 62 10997 316 1475 5147 1573 131 910 3280 140 6989 14746 929 303 292 23 55 leaf_count=16880 1232 2816 3460 4736 100 25 2738 1189 819 212 2661 21 216 62 10997 316 1475 5147 1573 131 910 3280 140 6989 14746 929 303 292 23 55 internal_value=-0.00118632 -0.00299692 -0.00131067 -0.000440523 -0.000174642 7.43725e-05 -0.00162376 0.00296236 7.90882e-05 0.00924415 0.000422728 0.00374044 -0.00181984 0.0185287 0.000321926 -0.000670394 -0.000749096 -9.59924e-05 0.00172664 0.00471448 -0.00158829 -0.000933026 0.00137143 -0.00196467 0.000159576 -0.000509741 0.000768729 0.00800946 0.0196364 0.00606452 internal_weight=84473 24644 7764 59829 50160 4948 7474 1488 42686 299 29267 863 9669 87 28404 13419 13264 7459 2312 739 5805 4330 1050 9453 25743 2464 1535 423 44 155 internal_count=84473 24644 7764 59829 50160 4948 7474 1488 42686 299 29267 863 9669 87 28404 13419 13264 7459 2312 739 5805 4330 1050 9453 25743 2464 1535 423 44 155 is_linear=0 shrinkage=0.04 Tree=179 num_leaves=31 num_cat=0 split_feature=28 0 33 0 0 1 10 21 28 1 18 0 24 15 30 2 9 0 34 36 2 27 28 10 13 21 14 1 0 0 split_gain=72.312 37.5891 15.9948 15.3722 11.8192 6.84344 8.36107 12.751 7.9038 6.3936 13.941 6.00121 6.5811 5.95758 5.91986 5.85884 5.55482 7.39738 5.13907 5.06626 5.04209 5.67554 4.97989 4.92746 4.90962 4.74747 11.2053 4.50291 7.73576 6.28212 threshold=10888.625452295051 4.5000000000000009 11324.975 6.5000000000000009 22.500000000000004 1.0000000180025095e-35 -0.5 12013.890000000001 12648.18640638915 1.0000000180025095e-35 10998.195000000002 17.500000000000004 129.02500000000057 10811.470000000003 75.407596429694152 1.0000000180025095e-35 -0.78656609248549303 16.500000000000004 18556.345000000005 2113.9621775084038 4.5000000000000009 -21.320000000002434 13602.534492564651 -0.98296291314453399 0.92273069556937592 11780.000000000002 -0.54219087765047058 2.5000000000000004 19.500000000000004 18.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 9 5 6 -5 13 14 10 24 12 -9 -8 -7 -4 17 -16 -17 -20 21 -11 -6 -10 -3 26 -23 -25 29 -29 right_child=1 3 15 4 22 8 7 11 23 20 -12 -13 -14 -15 16 18 -18 -19 19 -21 -22 25 -24 27 -26 -27 -28 28 -30 -31 leaf_value=-13.706035203442362 -5.9563622500510096 3.8860387979777165 1.465550765246989 -0.27576527105032755 -2.7799749502463365 -1.8700402825194897 3.3919609038480618 2.1441951559183297 -1.3475316193186542 2.5381935365008479 1.3063878894826519 0.027192267412734176 0.68426507795408398 2.0375681693962608 1.7394183511291603 -1.0386633347905836 -0.74770557320583664 0.026752048275819881 1.4990262484141941 -0.098972698149641741 -1.0322684663691231 -0.40260112295096911 0.43967375796642044 -0.19498059476734714 5.1158360919365133 0.15914989303440366 1.32551218551956 0.34373184528122019 -0.61901321994978131 1.283126312915754 leaf_weight=13653 7802 72 279 6464 2981 3979 43 370 1911 46 657 4079 1536 637 248 1803 3409 1096 304 636 419 361 530 19285 37 1558 515 6895 2127 741 leaf_count=13653 7802 72 279 6464 2981 3979 43 370 1911 46 657 4079 1536 637 248 1803 3409 1096 304 636 419 361 530 19285 37 1558 515 6895 2127 741 internal_value=-0.0011617 -0.000647841 -0.00281744 -0.000256418 -0.000419734 -0.000270353 0.000521288 0.00151538 -0.000532212 0.00225375 0.00550392 0.000925646 0.00277859 0.00670588 -0.00159505 -0.000346791 -0.000642122 0.00153571 -0.000908495 0.00148936 0.00139496 0.00208064 -0.00266705 -0.000232437 0.0187523 0.00181758 0.00417352 -0.000103003 0.000596947 0.0011912 internal_weight=84473 70820 10824 59996 56331 52820 13129 6665 39691 3665 766 5985 1906 680 8732 3022 4753 1344 2743 940 2899 2480 3511 30959 109 2434 876 29048 9763 7636 internal_count=84473 70820 10824 59996 56331 52820 13129 6665 39691 3665 766 5985 1906 680 8732 3022 4753 1344 2743 940 2899 2480 3511 30959 109 2434 876 29048 9763 7636 is_linear=0 shrinkage=0.04 end of trees feature_importances: ema_4step=998 rolling_std_4step=829 hour=498 diff_1h=348 quarter=334 lag_7d=319 cos_hour=252 sin_hour=250 lag_1h=169 rolling_min_24h=152 acceleration_1h=137 lag_2h=117 day_of_week=100 cos_day_of_year=98 ema_12step=98 sin_day_of_year=85 lag_24h=78 diff_2h=78 lag_4h=77 rolling_max_24h=73 rolling_mean_7d=52 day_of_year=41 lag_48h=37 lag_3h=36 rolling_mean_24h=28 lag_14d=23 cos_day_of_week=18 diff_24h=16 diff_7d=16 rolling_std_7d=15 sin_day_of_week=12 rolling_std_24h=11 is_morning_peak=4 is_evening_peak=1 parameters: [boosting: gbdt] [objective: quantile] [metric: quantile] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 180] [learning_rate: 0.04] [num_leaves: 31] [num_threads: 16] [seed: 42] [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: 1] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 1] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [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: 17869] [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: 175] [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: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 16083] [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_device_id_list: ] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[]