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] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [-2903.4629999999997:3855.9389999999985] [-4081.4310000000005:5844.8260000000009] [-7943.1689999999999:8365.1899999999987] [-10027.430000000002:12712.09] [-3284.5759999999973:3787.5220000000045] [10583.679839872162:28255.085521315148] [10730.077936673477:27843.262034530057] [0.035540670156838566:1437.8744727734293] [11989.789708333332:25096.697916666668] [805.6052072797138:4108.1703667501224] [10463.962:20091.349999999999] [14384.51:28303.880000000001] [15130.045930059525:23189.13090029762] [2010.9541030549869:3895.7965528740006] tree_sizes=2688 2827 2822 2826 2823 2845 2819 2832 2828 2829 2837 2848 2840 2847 2847 2861 2841 2858 2855 2856 2848 2854 2864 2866 2872 2866 2848 2874 2861 2866 2858 2857 2879 2851 2879 2860 2870 2880 2874 2869 2868 2876 2879 2879 2864 2877 2880 2879 2879 2878 2882 2884 2890 2887 2877 2863 2881 2894 2898 2854 2867 2875 2862 2873 2886 2868 2887 2879 2886 2896 2876 2868 2898 2891 2879 2879 2890 2886 2892 2882 2882 2896 2899 2878 2887 2899 2875 2888 2881 2896 2911 2906 2901 2893 2876 2894 2912 2902 2903 2894 2871 2902 2888 2899 2875 2901 2886 2913 2891 2893 2874 2906 2873 2929 2884 2897 2879 2910 2876 2891 2891 2900 2907 2904 2888 2901 2901 2879 2902 2889 2874 2908 2913 2920 2918 2931 2882 2886 2894 2917 2903 2889 2906 2874 2905 2885 2862 2877 2910 2888 2921 2925 2899 2888 2882 2914 2908 2913 2890 2893 2866 2876 2875 2935 2847 2936 2906 2894 2877 2880 2911 2865 2879 2863 2908 2914 2896 2868 2858 2854 Tree=0 num_leaves=31 num_cat=0 split_feature=28 28 18 28 10 16 24 28 30 10 28 30 28 28 30 10 30 28 0 0 28 23 30 0 30 23 23 14 32 16 split_gain=5881.05 175.156 169.558 150.088 234.214 34.0806 31.4089 40.2918 29.9887 26.6695 24.0922 16.7087 18.5629 13.8537 11.0822 10.2285 10.1482 10.1288 55.3786 12.1704 8.89136 8.55775 8.53158 6.67168 6.53603 5.97475 5.80694 5.53572 5.19661 4.93078 threshold=14622.35758875419 14309.221669791328 15495.999000000002 14984.045590740936 0.91597561503675351 14221.826750000002 318.84700000000163 13968.187278937728 239.82953565211906 0.78656609248549303 14477.442080002065 229.69531674838905 14809.799765270784 14760.040749986076 100.6810832801167 0.78656609248549303 442.13977880640078 15223.235745933016 21.500000000000004 1.0000000180025095e-35 14522.782134978535 -637.65499999999872 73.360593132671525 9.5000000000000018 258.5448062696351 -637.65499999999872 -947.36125000000072 -0.6391983530350368 2023.4701853883821 14778.366000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 5 4 9 14 -1 16 -9 -2 28 12 -6 22 -3 20 -8 18 19 24 -4 -20 -11 -12 -5 -15 -14 -22 -7 -29 right_child=3 2 15 17 11 10 7 8 -10 13 23 -13 26 25 -16 -17 -18 -19 21 -21 27 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=14469.789765640569 14562.015453170221 14551.01446094667 14545.736531257733 14559.331527355926 14546.740976588408 14542.301757990814 14495.007910330332 14539.747418158804 14555.492707066003 14558.591203180844 14556.878578133415 14537.822144532754 14552.208164071193 14547.394039184053 14559.671347677489 14530.014554741309 14538.539910214027 14616.761422442398 14548.49399224152 14567.899355484058 14551.01041019502 14554.734140633771 14550.249316484696 14547.85682036964 14551.768925923187 14558.862675806864 14556.454324229389 14557.935406301072 14546.358941485376 14551.501523499903 leaf_weight=5816 1739 67 255 38 121 136 528 144 150 30 167 298 41 63 418 629 22 71153 95 1766 84 31 116 63 68 168 88 34 100 45 leaf_count=5816 1739 67 255 38 121 136 528 144 150 30 167 298 41 63 418 629 22 71153 95 1766 84 31 116 63 68 168 88 34 100 45 internal_value=14558.6 14558.5 14558.5 14558.6 14558.6 14558.6 14558.5 14558.5 14558.6 14558.6 14558.6 14558.5 14558.5 14558.6 14558.6 14558.5 14558.5 14558.6 14558.6 14558.6 14558.5 14558.5 14558.6 14558.6 14558.6 14558.6 14558.6 14558.5 14558.5 14558.6 internal_weight=84473 8658 1998 75815 2664 951 6660 844 294 2116 466 548 250 377 485 1047 550 73151 1998 1872 418 126 146 230 106 231 129 163 236 79 internal_count=84473 8658 1998 75815 2664 951 6660 844 294 2116 466 548 250 377 485 1047 550 73151 1998 1872 418 126 146 230 106 231 129 163 236 79 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=28 28 23 28 10 9 30 10 30 9 28 28 28 28 16 28 28 0 0 30 30 1 30 10 28 16 24 28 10 23 split_gain=5727.56 186.584 194.233 144.536 221.571 35.4177 34.1347 25.5088 22.1129 17.7913 16.5861 15.3515 15.0616 14.807 26.1272 12.906 11.433 62.3326 13.5671 9.21939 8.76064 8.0534 8.04693 8.00498 7.62693 11.7917 7.54406 6.52956 6.40081 5.97475 threshold=14622.35758875419 14190.638755051737 -9.1612499999973789 14984.045590740936 0.91597561503675351 0.78656609248549325 158.44563702188896 0.78656609248549303 304.21974163512596 0.12940952255126045 14809.799765270784 14522.782134978535 14426.416639559577 13717.198551583459 13936.581250000001 14760.040749986076 15261.891036622583 21.500000000000004 1.0000000180025095e-35 180.4649658648278 316.94103132715043 1.0000000180025095e-35 73.360593132671525 -0.60355339059327384 14522.782134978535 15114.694500000003 -2207.8775000000001 13890.480378080732 -0.78656609248549325 -637.65499999999872 decision_type=2 2 2 2 2 2 2 2 2 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 5 4 7 24 11 -2 -1 -6 -11 23 19 -10 27 22 17 18 21 -7 -19 -5 -9 -4 -3 -26 -12 -15 -8 -17 right_child=3 2 6 16 9 12 28 15 13 10 26 -13 -14 14 -16 29 -18 20 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-85.832820757125447 3.3082725434118765 -28.024554376805206 -13.133924628601886 -9.805639788539338 -19.919682654892242 -13.805324932156363 -17.65198192682556 0.020992553609394237 -78.601622377154982 -12.399905026184003 -6.9254326455552659 -1.0130022804564203 -5.8563141138679544 -7.448961850166568 -49.426035776348435 -10.728284883308007 57.312445598575799 -4.6602283315022213 9.6601507857836992 -3.2704475293166002 -9.0357752860051548 -2.9878859300443583 -7.9872186746922669 -7.9318315299140822 -6.9291328647447097 -23.346550921880844 -1.5621221584451996 -0.61717908929461984 3.7160289267293409 0.28160627458943055 leaf_weight=5556 1739 1017 110 26 281 158 38 30 214 122 65 122 169 49 87 63 70820 51 2057 21 101 96 116 262 173 189 80 88 405 168 leaf_count=5556 1739 1017 110 26 281 158 38 30 214 122 65 122 169 49 87 63 70820 51 2057 21 101 96 116 262 173 189 80 88 405 168 internal_value=3.75506e-05 -0.030784 -0.021976 0.00355734 -0.00559459 -0.0299317 -0.0073127 0.000275993 -0.0346987 -0.0282628 -0.0208689 -0.0145425 -0.0185287 -0.0260457 -0.0188571 -0.0091565 0.00389064 0.00113428 0.00286186 -0.0266145 -0.0236316 -0.0100984 -0.0184658 -0.0185806 -0.0328093 -0.0278232 -0.0117241 -0.0079708 0.000749436 -0.00327273 internal_weight=84473 8658 2664 75815 2664 1727 937 2116 5994 548 267 494 348 438 224 377 73151 2331 2179 179 152 122 146 372 1379 362 145 137 443 231 internal_count=84473 8658 2664 75815 2664 1727 937 2116 5994 548 267 494 348 438 224 377 73151 2331 2179 179 152 122 146 372 1379 362 145 137 443 231 is_linear=0 shrinkage=0.04 Tree=2 num_leaves=31 num_cat=0 split_feature=28 28 23 28 23 9 30 10 28 0 0 30 28 30 30 28 16 1 23 28 28 0 30 28 16 30 19 27 10 28 split_gain=5566.49 191.287 214.018 151.15 192.974 41.048 41.0469 24.3652 21.0367 100.18 24.2107 20.0402 18.6734 15.2409 13.9084 9.97237 9.64039 9.36758 8.72461 9.02543 8.38757 6.95797 6.66177 9.72834 16.8385 6.12775 6.05442 5.34954 4.93328 4.92867 threshold=14571.017363606739 14899.399445517796 -637.65499999999872 14052.992667229033 49.247499999999498 0.78656609248549325 129.44474286716482 0.78656609248549303 15333.315708035167 21.500000000000004 1.0000000180025095e-35 176.89329155162403 14426.416639559577 442.13977880640078 316.94103132715043 14760.040749986076 14221.826750000002 1.0000000180025095e-35 -927.98375000000112 14760.040749986076 14368.713704698568 21.500000000000004 273.77480480175336 13890.480378080732 13936.581250000001 72.281958624811693 13126.772500000001 -634.22799999999722 0.78656609248549303 14426.416639559577 decision_type=2 2 2 2 2 2 2 2 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 18 13 5 28 20 27 9 10 17 12 -7 22 -11 25 -8 -3 -2 -20 -6 -21 -1 -24 -25 -9 -15 -4 29 -5 right_child=1 8 7 4 6 11 16 15 -10 14 -12 -13 -14 26 -16 -17 -18 -19 19 21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-84.632262105018313 -19.760071167019785 -10.045028161715527 -10.130544976144158 -15.79946915394452 -14.512571257658928 -14.374299491922857 -1.0942127319524437 -1.5125418160537083 57.88618606669872 -4.8011072622444066 8.1711377445188074 0.5440623437486467 -5.9480684982910921 2.6796439448962022 -11.162184350146489 -2.9968151985108928 -16.42674416369406 -3.1253366640611433 -17.699443090111881 -4.6805569116197878 -6.7173654969028744 -16.088004665272237 -69.733852722396577 -0.96469911606834124 -47.196517854276173 -8.6130956143480386 -78.222877108384424 1.3810276342923318 -30.524759351726495 -7.9709196019302819 leaf_weight=4756 287 45 31 406 188 291 552 39 70154 77 3229 64 157 25 164 121 37 148 152 100 139 23 424 48 49 126 26 1452 937 226 leaf_count=4756 287 45 31 406 188 291 552 39 70154 77 3229 64 157 25 164 121 37 148 152 100 139 23 424 48 49 126 26 1452 937 226 internal_value=8.06413e-05 0.00347576 -0.00780609 -0.0309742 -0.0237878 -0.0305219 -0.00848908 -0.000974562 0.00383202 0.000876877 0.00263238 -0.0206875 -0.0236786 -0.0350165 -0.0240498 -0.0116643 -0.00217997 -0.0111295 -0.0293096 -0.0242182 -0.0198532 -0.0161626 -0.0352268 -0.0309328 -0.0195052 -0.0180606 -0.0132549 0.00108699 -0.033731 -0.031 internal_weight=84473 76148 2331 8325 2997 2081 916 1769 73817 3663 3422 512 448 5328 241 286 589 193 562 275 327 123 5277 521 97 165 51 1483 1569 632 internal_count=84473 76148 2331 8325 2997 2081 916 1769 73817 3663 3422 512 448 5328 241 286 589 193 562 275 327 123 5277 521 97 165 51 1483 1569 632 is_linear=0 shrinkage=0.04 Tree=3 num_leaves=31 num_cat=0 split_feature=28 28 23 28 10 30 9 28 9 28 10 30 28 28 17 28 0 0 24 28 30 28 30 30 28 19 16 28 30 23 split_gain=5417.11 197.756 221.576 135.029 203.565 47.9026 38.6793 25.9113 20.5722 20.0894 19.8565 18.6955 15.103 13.2067 16.8924 11.3844 69.1783 10.8841 10.8186 19.4828 13.7618 10.2212 7.71276 7.43439 8.03908 7.36957 7.09389 7.28742 6.27278 6.17575 threshold=14622.35758875419 13968.187278937728 1.0000000180025095e-35 14984.045590740936 0.91597561503675351 158.44563702188896 0.78656609248549325 14368.713704698568 0.12940952255126045 14426.416639559577 0.78656609248549303 176.89329155162403 14809.799765270784 14426.416639559577 15929.765500000003 15450.81939640217 22.500000000000004 1.0000000180025095e-35 122.92149999999948 13717.198551583459 229.69531674838905 14760.040749986076 333.9124866812196 374.68234425446718 15146.73627039691 16455.437500000004 14221.826750000002 14522.782134978535 91.279762508069311 -967.92925000000002 decision_type=2 2 2 2 2 2 2 2 2 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 6 4 10 7 13 -4 -6 11 -2 25 -10 -3 -15 16 17 22 -1 -20 -21 28 -5 24 -18 -8 -9 -28 -12 -14 right_child=3 2 5 15 8 -7 9 26 12 -11 21 -13 29 14 -16 -17 23 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-83.396146897969956 3.0994108700215257 -30.056844388963299 -12.845542479835746 -0.71348979781905653 -18.332492502015739 -2.6305901224344219 -16.076519892625775 -0.46744318090783749 -11.187688574362914 -5.4043912441304496 -1.1500574838140676 -2.507053711042865 -5.7184041835362356 -8.0902438035724487 -23.569148625120942 59.49443388992659 -10.356536595191356 9.6868758077423998 -61.465673873469861 -18.565228663834205 -6.3066935483880666 -2.7654926899514671 -7.1284528779645919 -8.0355521952929116 -1.7334768580030322 -5.5072681015304266 -9.5980643659650102 -1.8783128907190112 -7.3878473082002714 -1.8307607495848242 leaf_weight=4162 1739 1185 351 170 281 630 242 118 122 176 43 41 52 365 339 69155 43 3570 615 110 108 231 58 81 74 31 106 79 103 93 leaf_count=4162 1739 1185 351 170 281 630 242 118 122 176 43 41 52 365 339 69155 43 3570 615 110 108 231 58 81 74 31 106 79 103 93 internal_value=0.000128467 -0.0298462 -0.0227868 0.00355154 -0.00529429 -0.00939564 -0.0300143 -0.0169786 -0.0270219 -0.02 0.000332703 -0.0260637 -0.0190712 -0.032612 -0.0282727 0.00387369 0.0017978 0.00299947 -0.035023 -0.0308619 -0.0205872 -0.00798939 -0.00547368 -0.0212525 -0.0148034 -0.0298462 -0.00840924 -0.0132973 -0.016274 -0.0103448 internal_weight=84473 8658 3663 75815 2664 1284 2379 654 548 490 2116 314 267 1889 704 73151 3996 3798 4995 833 218 377 228 198 117 273 303 185 146 145 internal_count=84473 8658 3663 75815 2664 1284 2379 654 548 490 2116 314 267 1889 704 73151 3996 3798 4995 833 218 377 228 198 117 273 303 185 146 145 is_linear=0 shrinkage=0.04 Tree=4 num_leaves=31 num_cat=0 split_feature=28 23 28 28 10 28 24 30 24 30 28 0 10 18 28 0 30 28 28 16 28 0 28 30 30 28 30 19 11 0 split_gain=5279.92 171.136 178.609 170.546 218.213 54.6904 52.5163 42.7019 24.7012 19.9002 21.3187 14.4744 13.6994 12.3532 12.2903 74.6535 13.8304 12.1692 11.4848 16.703 10.4689 10.3921 9.16071 9.06739 8.95263 8.77266 9.48176 7.61375 13.2015 6.70316 threshold=14571.017363606739 100.07825000000049 13807.518245009656 14984.045590740936 0.91597561503675351 14247.063513330953 -614.20624999999916 125.40934571376313 -1582.5997500000001 253.19305877407245 14857.708620351243 20.500000000000004 -0.60355339059327384 15073.071000000002 15489.966145741115 21.500000000000004 316.94103132715043 14124.611215006236 14714.822753354589 14778.366000000002 14426.416639559577 1.0000000180025095e-35 14809.799765270784 333.9124866812196 374.68234425446718 14190.638755051737 217.57206333132783 16336.2345 -0.8783796973249266 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 5 24 4 8 27 -7 17 22 10 -6 18 -8 -14 15 21 -17 -4 19 -10 -15 23 -2 -5 -3 26 -9 -1 -29 -26 right_child=3 2 7 14 9 6 12 25 11 -11 -12 -13 13 20 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 28 -30 -31 leaf_value=-78.290117920091433 -6.3347461742340236 -61.540297403184525 -13.220024790870587 -0.3763964324731468 -10.454376993075638 -23.559813386558709 -13.544206570840293 -9.4640787063092855 1.0411973137581663 -19.402997326221083 -2.6678498907161701 -17.675196069320812 -4.6420971982706858 -11.678246684327169 58.638793276552896 -2.4361944655151109 -7.3168762451996736 -9.457535003549971 4.6583412833842885 -4.3467509000920312 -5.2699302914462614 10.252732556706178 -1.1920525398668576 -7.0839230730681155 -7.2012449542492121 0.37117960650514631 -2.2665978028451512 -11.054957724449341 -39.61530539764761 -49.881258877196444 leaf_weight=4664 96 804 98 193 209 884 105 112 480 285 120 25 210 113 68822 96 190 206 1461 265 161 3788 56 62 29 435 199 52 225 28 leaf_count=4664 96 804 98 193 209 884 105 112 480 285 120 25 210 113 68822 96 190 206 1461 265 161 3788 56 62 29 435 199 52 225 28 internal_value=0.00016919 -0.0300757 -0.0195688 0.00347576 -0.00587654 -0.0332061 -0.0264413 -0.00849524 -0.000397818 -0.0271401 -0.0204377 0.000665173 -0.0171885 -0.0143471 0.00385892 0.00179164 -0.017958 -0.0211316 0.00100816 -0.00303356 -0.0199416 0.00318872 -0.016 -0.00462745 -0.0330732 -0.00334584 -0.00847588 -0.0352228 -0.0287798 -0.0177544 internal_weight=84473 8325 1911 76148 2997 6414 1473 1050 2383 614 329 2231 589 484 73151 4329 286 304 2206 745 274 4043 152 255 861 746 311 4941 277 57 internal_count=84473 8325 1911 76148 2997 6414 1473 1050 2383 614 329 2231 589 484 73151 4329 286 304 2206 745 274 4043 152 255 861 746 311 4941 277 57 is_linear=0 shrinkage=0.04 Tree=5 num_leaves=31 num_cat=0 split_feature=28 28 24 28 23 30 23 28 28 28 0 23 0 30 16 24 30 30 28 28 16 10 28 30 30 10 10 33 18 28 split_gain=5050.62 193.014 203.604 167.427 189.444 64.8203 20.794 31.3359 19.9484 19.5906 67.8626 23.5029 18.0444 17.7039 16.5409 13.8675 13.4447 13.3948 12.457 11.9935 12.3758 11.4506 10.3941 9.88859 9.25388 7.18431 6.69168 6.08211 5.96618 5.84337 threshold=14571.017363606739 13968.187278937728 -518.43124999999952 14899.399445517796 -637.65499999999872 158.44563702188896 148.04674999999955 13618.961938426417 14426.416639559577 15146.73627039691 21.500000000000004 -1007.5884999999997 20.500000000000004 194.15771690494861 14393.599500000002 -963.62249999999938 247.77089641851128 55.472904645504578 14714.822753354589 14477.442080002065 15155.010500000002 -0.78656609248549325 14665.253411049778 298.02129676399846 279.39745743895998 -0.37940952255126015 -0.78656609248549325 14196.259500000002 15193.258750000003 14124.611215006236 decision_type=2 2 2 2 2 2 2 2 2 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 19 4 16 8 -1 -8 17 10 11 23 15 -9 -7 22 18 -4 -2 -3 -21 -19 -6 -5 -12 -15 -10 -28 29 -23 right_child=3 2 5 9 12 14 7 13 26 -11 24 -13 -14 25 -16 -17 -18 21 -20 20 -22 28 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-77.016466243720572 -11.095244335381155 -25.844555741886182 -9.1732013772452916 -2.2154038111251544 -4.6969984990325111 -2.0379225784210915 -60.900283841796686 -17.352523460912579 -6.4973420517460907 44.033490910205877 -1.9751322305954018 6.1414008950251446 -16.642984463141545 -10.380618899258048 -27.798640954034983 1.8798956639419964 -19.980429622623067 -16.586636245627624 -5.5825576901606198 -5.7298245363044416 -21.862576139059165 -9.6917656628465085 -1.2511466762392605 -8.0682527474007664 -10.359136809050106 -1.6364501660120272 -0.55161999768200243 -5.6441083010742661 -13.824605580687047 -7.6346233584089109 leaf_weight=4123 135 1252 217 111 95 644 577 122 57 71819 22 1715 25 61 49 1416 229 105 198 172 155 109 233 47 103 112 117 140 61 252 leaf_count=4123 135 1252 217 111 95 644 577 122 57 71819 22 1715 25 61 49 1416 229 105 198 172 155 109 233 47 103 112 117 140 61 252 internal_value=0.000235484 -0.0293453 -0.0218859 0.00346945 -0.00708537 -0.0124934 -0.0343183 -0.0287064 -0.0187221 0.00380276 -0.000104104 0.00180032 -0.000657999 -0.0181017 -0.00298413 -0.000174312 -0.0273167 -0.0222903 -0.0221862 -0.0323015 -0.0254801 -0.0188463 -0.00758537 -0.012962 -0.02864 -0.00987283 -0.0102675 -0.00751751 -0.0159052 -0.0139501 internal_weight=84473 8325 3330 76148 2331 1751 4995 872 1058 73817 1998 1873 1769 295 693 1744 562 744 333 1579 327 527 328 158 125 173 314 257 422 361 internal_count=84473 8325 3330 76148 2331 1751 4995 872 1058 73817 1998 1873 1769 295 693 1744 562 744 333 1579 327 527 328 158 125 173 314 257 422 361 is_linear=0 shrinkage=0.04 Tree=6 num_leaves=31 num_cat=0 split_feature=28 28 24 28 10 30 28 24 30 28 0 30 28 9 0 0 28 30 10 30 10 28 15 28 16 30 28 18 28 17 split_gain=4883.6 203.529 229.835 162.226 210.092 81.3256 25.6276 22.5177 20.8922 19.7144 110.343 19.0167 18.5647 17.7191 14.5087 14.3343 14.2827 13.4722 13.1904 13.973 12.4226 11.7608 11.7667 10.2031 13.836 9.9065 9.44288 8.67148 8.07025 7.31829 threshold=14571.017363606739 13807.518245009656 -546.59875 14984.045590740936 0.91597561503675351 158.44563702188896 14426.416639559577 -1582.5997500000001 247.77089641851128 15610.601003120735 21.500000000000004 348.04149266744224 14809.799765270784 0.60355339059327384 20.500000000000004 1.0000000180025095e-35 14477.442080002065 295.02951886111089 -0.60355339059327384 49.154644533130671 0.91597561503675351 13505.029124054226 13683.337500000001 14714.822753354589 14684.524750000002 330.28134992691815 14124.611215006236 14823.475 14809.799765270784 14221.826750000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 16 4 7 6 18 28 12 10 15 -12 -6 29 23 25 -3 -1 -4 -20 -18 -19 -23 24 -9 -5 -21 -28 -2 -7 right_child=3 2 5 9 8 13 -8 14 -10 -11 11 -13 -14 -15 -16 -17 20 21 19 26 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-74.618252548069506 -5.7586444312412066 -25.877452421887192 -15.206284308700356 -0.30225794100178 -9.6418645155887734 -11.964056870754785 -4.7808844587614665 2.3542714540897389 -17.406123844439616 58.851328158080726 -4.4387118591627637 -7.4738417976918416 -3.6977005198596573 -0.75985168060148522 -16.330931810744147 9.3638395924751485 -6.2165662584275871 -70.342943686063663 -8.5711659882148847 -12.811456142344323 -21.980099475820388 -5.1656737836080691 -46.19322321510149 4.4277301303408576 -3.7621154044254452 -5.9424881437399701 -3.0659563088021242 -10.113382925389809 -0.94981548283089068 -26.916406398096377 leaf_weight=4037 96 1556 250 246 164 88 320 427 299 67823 192 180 151 689 25 4612 216 169 179 237 107 86 37 1461 318 98 174 130 56 50 leaf_count=4037 96 1556 250 246 164 88 320 427 299 67823 192 180 151 689 25 4612 216 169 179 237 107 86 37 1461 318 98 174 130 56 50 internal_value=0.000251583 -0.028836 -0.0223263 0.00343163 -0.00568969 -0.0132886 -0.0195659 -0.00031389 -0.0265537 0.00380533 0.00146246 -0.0195484 -0.0193651 -0.00349698 0.000701031 0.00303955 -0.0325088 -0.034845 -0.0228041 -0.0200556 -0.0248545 -0.0265479 -0.0171382 0.00104442 -0.0027651 -0.00483721 -0.0168503 -0.0121842 -0.0152105 -0.0165797 internal_weight=84473 8325 3996 76148 2997 2117 1290 2383 614 73151 5328 372 315 827 2231 4956 1879 4329 970 720 323 292 123 2206 745 344 541 304 152 138 internal_count=84473 8325 3996 76148 2997 2117 1290 2383 614 73151 5328 372 315 827 2231 4956 1879 4329 970 720 323 292 123 2206 745 344 541 304 152 138 is_linear=0 shrinkage=0.04 Tree=7 num_leaves=31 num_cat=0 split_feature=28 28 23 23 28 28 24 30 28 0 28 23 30 28 16 28 10 10 30 30 30 10 19 2 19 11 24 27 30 29 split_gain=4719.16 202.041 180.19 175.926 155.027 55.365 49.5195 42.5652 31.6758 148.582 30.2967 25.0101 23.337 16.6318 16.2345 16.2964 15.699 13.0403 12.2735 10.6534 10.5611 10.122 9.21754 10.4489 8.32844 14.2958 7.84684 7.50056 6.82465 6.7839 threshold=14522.782134978535 14857.708620351243 -558.38900000000001 74.573999999998719 13505.029124054226 14124.611215006236 -663.31400000000019 239.82953565211906 15647.322540668611 21.500000000000004 14124.611215006236 -1007.5884999999997 316.94103132715043 15064.697432199633 14778.366000000002 14665.253411049778 0.91597561503675351 -0.78656609248549325 59.728047739419473 182.3310804235025 320.20167226405954 -0.78656609248549325 16666.430000000004 4.5000000000000009 16174.845000000003 -0.8783796973249266 -1428.4110000000016 247.55350000000092 94.950705173536093 13372.159652772323 decision_type=2 2 2 2 2 2 2 2 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 16 5 -5 24 26 10 9 11 28 13 -11 -3 -4 -16 27 -8 -19 -17 -15 -12 23 -20 -1 -26 -7 -2 -6 -9 right_child=1 8 14 4 7 6 17 29 -10 12 21 -13 -14 20 15 19 -18 18 22 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-70.53372879279155 -5.8859848869990312 -6.7496666495556523 1.8351542710271733 -58.825628874417234 -16.32237345316717 -24.652583130181561 -12.778037832312002 -5.345160944393867 57.909962450204986 -4.2627260266595446 -12.677947298567974 8.9931480657289029 -8.4353924691792095 1.0250042570397577 -5.7229832477136657 0.065290971698298755 -16.055938751736029 -6.410954228196605 -5.5606594342250819 -8.3830548413653805 -4.1842580930412074 -5.018756349192258 2.0099204013530358 -11.571258041852865 -10.116073643694399 -34.764319406961043 -11.372843370900009 -5.5040827368238379 -10.851201858269906 1.3015406137120402 leaf_weight=4102 90 126 1050 656 122 527 121 129 67490 151 87 5587 310 369 240 396 427 205 192 36 117 347 58 130 44 203 446 92 251 372 leaf_count=4102 90 126 1050 656 122 527 121 129 67490 151 87 5587 310 369 240 396 427 205 192 36 117 347 58 130 44 203 446 92 251 372 internal_value=0.000304145 0.00336036 -0.00823509 -0.0289429 -0.0185458 -0.0323305 -0.0261608 -0.0105872 0.00372488 0.00109309 -0.0162726 0.00272237 -0.0208156 -0.00495425 -0.00162137 -0.00647619 -0.026936 -0.0180963 -0.0156239 -0.00183333 -0.00159671 -0.00908756 -0.0113684 -0.0140124 -0.0347123 -0.0275789 -0.0320123 -0.0170989 -0.0246327 -0.00142914 internal_weight=84473 76481 2331 7992 1964 6028 1679 1308 74150 6660 807 6199 461 612 1722 672 609 706 585 432 486 434 380 322 4349 247 973 182 373 501 internal_count=84473 76481 2331 7992 1964 6028 1679 1308 74150 6660 807 6199 461 612 1722 672 609 706 585 432 486 434 380 322 4349 247 973 182 373 501 is_linear=0 shrinkage=0.04 Tree=8 num_leaves=31 num_cat=0 split_feature=28 28 24 28 23 30 28 0 30 30 23 28 10 28 9 0 30 28 15 31 30 24 31 11 28 20 28 17 22 30 split_gain=4493.03 205.005 226.723 187.258 181.082 79.8992 27.1142 131.515 24.2066 22.8829 21.313 20.295 17.1247 16.0225 15.7894 14.653 13.7289 15.3997 18.288 12.285 11.7802 10.3923 9.99694 8.80145 8.47603 7.50082 7.42608 7.1511 6.57493 6.54721 threshold=14522.782134978535 13717.198551583459 -645.37949999999898 14899.399445517796 -558.38900000000001 158.44563702188896 15687.510993849219 21.500000000000004 316.94103132715043 242.5834431552278 -1118.7214999999985 14714.822753354589 -0.70710678118654757 13890.480378080732 0.60355339059327384 20.500000000000004 250.60493373101357 13393.219174162363 13683.337500000001 17356.448348958336 59.728047739419473 -824.34699999999964 17831.181020833337 -0.8783796973249266 14368.713704698568 16177.684500000001 14665.253411049778 16249.233000000002 15061.669250000001 301.08702806566458 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 22 4 9 12 7 10 -9 11 19 27 -4 -14 -7 21 -1 -18 -19 29 -15 26 -3 25 -24 28 -6 -2 -22 -5 right_child=3 2 5 6 15 14 -8 8 -10 -11 -12 -13 13 20 -16 -17 17 18 -20 -21 23 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-70.10614239328963 -5.3498877698624829 -25.139797737649001 -13.2210703099285 -1.4273576659171436 -4.3463094925703629 -20.405580830738703 57.04454040264762 -3.0525138466748469 -7.6770783075914428 -18.193322427636012 7.9822245609729023 -4.3019524762795207 -11.361156640767659 -6.0815912852848593 -1.3289006166064101 -15.030467066521819 -68.044980326015263 -6.3632966074487598 -41.149653746627109 -1.192900037993611 -10.965967118148765 1.122130081652811 -12.125743933463825 -5.4322027637825183 -8.6278210927653589 -6.3391968277186059 -0.50734357510953065 -9.3599550384824113 -8.9998589638223105 -6.5229531181963321 leaf_weight=3501 45 1197 285 33 155 137 67157 148 321 268 5789 232 191 315 708 23 296 128 71 309 87 1543 307 505 214 27 236 162 23 60 leaf_count=3501 45 1197 285 33 155 137 67157 148 321 268 5789 232 191 315 708 23 296 128 71 309 87 1543 307 505 214 27 236 162 23 60 internal_value=0.000385591 -0.0281522 -0.0217457 0.00336769 -0.00705105 -0.0134715 0.00374369 0.00130931 -0.019113 -0.0244017 0.0028564 -0.018779 -0.019224 -0.0170453 -0.00371598 -0.000782831 -0.0345586 -0.0283232 -0.0197186 -0.00604975 -0.0149342 -0.000405377 -0.0327171 -0.0118255 -0.0280921 -0.0208175 -0.00623018 -0.0278841 -0.0254545 -0.0187957 internal_weight=84473 7992 3996 76481 2664 2278 73817 6660 469 707 6191 439 1433 1148 845 1957 3996 495 199 402 957 1934 1718 642 521 137 391 207 110 93 internal_count=84473 7992 3996 76481 2664 2278 73817 6660 469 707 6191 439 1433 1148 845 1957 3996 495 199 402 957 1934 1718 642 521 137 391 207 110 93 is_linear=0 shrinkage=0.04 Tree=9 num_leaves=31 num_cat=0 split_feature=28 28 10 28 24 30 28 0 23 30 23 23 28 28 10 30 9 27 28 28 23 28 30 30 11 29 19 28 16 34 split_gain=4356.35 226.284 183.984 180.83 199.997 72.4313 32.1902 136.552 31.7957 25.8283 24.5548 16.89 24.0943 15.5039 15.2051 14.6668 14.4824 12.586 12.9118 12.1379 11.9371 10.6465 10.5063 9.30361 9.11692 11.5262 10.2163 7.339 6.5229 6.26264 threshold=14477.442080002065 14857.708620351243 0.91597561503675351 13717.198551583459 -645.37949999999898 158.44563702188896 15764.515760885401 21.500000000000004 -281.58125000000103 348.04149266744224 -1007.5884999999997 159.2160000000022 13393.219174162363 15064.697432199633 -0.70710678118654757 50.302810731898866 0.60355339059327384 251.3887500000001 14714.822753354589 14665.253411049778 -398.12249999999943 15184.224550823004 348.04149266744224 202.35369738708064 -0.8783796973249266 13988.418399055423 16174.845000000003 14368.713704698568 15495.999000000002 18898.215000000004 decision_type=2 2 2 2 2 2 2 2 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 11 20 14 7 10 19 21 13 -1 -13 -3 -6 -16 -7 -4 -19 -2 -5 -9 -15 -14 26 -26 -17 -22 -21 -27 right_child=1 6 17 4 5 16 -8 9 -10 -11 -12 12 23 22 15 24 -18 18 -20 28 27 -23 -24 -25 25 29 -28 -29 -30 -31 leaf_value=-68.364617752689625 -5.1780500383013344 -6.2187618588456051 -18.071451199654476 -24.269028714340948 -12.988308154594295 -20.021297814587378 57.577932817019395 -9.317174550818466 0.029506979424378008 -7.778269746760416 8.9543495982656243 -53.739228400584118 -15.149395735224743 0.60161556734668808 -6.723188402782208 -11.818639028465309 -1.5935978959441008 -11.233342120791894 -4.8915935456053719 -0.54980693467405428 -9.6972077141996653 -1.7626329382176675 -4.5895236722970516 -7.8897784137496592 -8.731286832955556 0.48234276246402558 -4.4734080365385083 -5.9885725328320971 -8.9875025331666656 -6.7337744962966957 leaf_weight=3362 319 126 330 1157 267 127 66491 86 1517 270 6373 416 84 515 284 149 646 100 79 248 330 191 98 134 164 97 35 77 71 330 leaf_count=3362 319 126 330 1157 267 127 66491 86 1517 270 6373 416 84 515 284 149 646 100 79 248 330 191 98 134 164 97 35 77 71 330 internal_value=0.000423473 0.0032918 -0.00816216 -0.0283436 -0.0219241 -0.0138561 0.0037033 0.00124768 -0.00305336 -0.018011 0.00272891 -0.0342282 -0.0282397 -0.00417321 -0.0195294 -0.0173787 -0.00412419 -0.0297917 -0.0212514 -0.0105455 -0.0327519 -0.0094296 -0.00154649 -0.0174679 -0.014529 -0.0121083 -0.0223043 -0.02686 -0.00502821 -0.00864637 internal_weight=84473 76814 2664 7659 3663 2099 74150 7659 2155 547 7112 3996 634 739 1326 1059 773 509 179 638 1564 277 613 218 775 591 184 407 319 427 internal_count=84473 76814 2664 7659 3663 2099 74150 7659 2155 547 7112 3996 634 739 1326 1059 773 509 179 638 1564 277 613 218 775 591 184 407 319 427 is_linear=0 shrinkage=0.04 Tree=10 num_leaves=31 num_cat=0 split_feature=28 28 24 28 23 30 28 30 28 0 30 0 10 28 28 23 9 10 28 16 30 11 20 22 28 9 24 30 28 17 split_gain=4178.88 227.144 241.218 170.947 192.751 81.5977 26.1933 23.8731 20.8466 100.965 28.1904 20.6345 19.0011 21.6132 18.3262 17.1662 15.0698 14.6998 14.5733 18.4254 10.4291 8.88372 8.84505 8.2149 7.74518 6.96577 6.75154 6.5903 7.94004 6.73037 threshold=14522.782134978535 13505.029124054226 -645.37949999999898 14984.045590740936 -713.79449999999986 158.44563702188896 13890.480378080732 261.77255289176111 15884.584950879182 21.500000000000004 351.79914036483859 20.500000000000004 0.91597561503675351 14368.713704698568 14714.822753354589 -1293.6565000000007 0.60355339059327384 -0.78656609248549325 14714.822753354589 14684.524750000002 48.008590173989326 -0.8783796973249266 16143.102000000001 15061.669250000001 14190.638755051737 -0.91597561503675329 -1619.7617500000013 273.77480480175336 13280.32026493133 13364.307500000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 27 12 4 7 6 -4 14 9 15 -11 18 13 -3 -2 -5 25 -8 19 -6 -19 22 23 -22 -18 -7 -21 -1 -29 -30 right_child=3 2 5 8 11 16 17 -9 -10 10 -12 -13 -14 -15 -16 -17 24 20 -20 26 21 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-66.963976204834395 -10.157679425657465 -14.165393731482171 -12.152218683626634 -3.93183438160175 0.81089266057809617 2.2361044894551005 -10.803527932968329 -16.701649447633319 59.786805312611541 -2.5814644980876813 -6.0055238122432391 -13.799165251098685 -26.081794812657648 -6.5913668631186013 -3.7723127561594909 7.5365846205319329 -3.9008743099983505 -5.4056255085575744 2.9349173446670971 -7.5745497809915285 -9.9888579435493856 -5.1302961068178625 -5.497785956948384 -8.3541028646857249 3.0947727934451694 -20.383411292950083 -3.3230735712695894 -69.47552410911679 -5.8928145088613055 -43.354261626270031 leaf_weight=3082 147 798 454 230 591 29 215 279 65492 308 265 44 969 250 248 6856 512 259 1552 43 91 575 34 26 335 115 426 165 58 25 leaf_count=3082 147 798 454 230 591 29 215 279 65492 308 265 44 969 250 248 6856 512 259 1552 43 91 575 34 26 335 115 426 165 58 25 internal_value=0.000485978 -0.027036 -0.0213368 0.00336193 -0.0055015 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threshold=14477.442080002065 13505.029124054226 -267.60899999999941 14857.708620351243 -605.25100000000009 166.86479013739611 15884.584950879182 21.500000000000004 382.83309963825548 13890.480378080732 1.0000000180025095e-35 17717.670598958339 -281.58125000000103 -480.70199999999926 1.0000000180025095e-35 15064.697432199633 -0.78656609248549325 14872.004500000001 4.5000000000000009 -0.37940952255126015 245.11761584494479 13159.348133015183 0.91597561503675362 14714.822753354589 38.02301402264721 15653.808250000002 0.34235194516023087 14665.253411049778 276.51810097865274 391.74903798481489 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 20 13 4 11 9 7 10 15 -4 14 25 27 -3 -5 28 -11 24 -19 26 -1 -22 -23 -13 -18 -2 -7 -6 -9 -16 right_child=3 2 5 6 12 19 -8 8 -10 16 -12 23 -14 -15 29 -17 17 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-64.482776503838394 -7.0573063928907676 -24.072335403625789 -11.578801379188304 -6.1326429022978868 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-0.0181032 -0.00360095 -0.0346787 -0.0288042 -0.0212381 -0.0173953 -0.00999177 -0.0316032 -0.00957401 -0.00815686 -0.0248889 -0.00184615 internal_weight=84473 7659 4329 76814 2664 2519 74150 8658 636 1677 8022 631 2033 1810 624 452 1188 1009 523 842 3330 378 168 258 486 373 277 510 72 520 internal_count=84473 7659 4329 76814 2664 2519 74150 8658 636 1677 8022 631 2033 1810 624 452 1188 1009 523 842 3330 378 168 258 486 373 277 510 72 520 is_linear=0 shrinkage=0.04 Tree=12 num_leaves=31 num_cat=0 split_feature=28 28 23 28 23 30 24 28 30 10 28 0 28 28 0 30 30 28 23 28 18 30 10 28 17 2 24 10 15 32 split_gain=3908.12 237.598 218.222 153.207 192.01 65.0552 34.2778 48.0037 33.0081 26.9232 23.445 17.7555 17.3139 15.8238 74.9784 26.673 15.5422 15.3723 14.3446 14.2366 13.9213 9.67608 8.73013 8.71958 9.23394 7.64282 7.20259 5.94808 5.83023 5.62126 threshold=14522.782134978535 13717.198551583459 -267.60899999999941 15064.697432199633 -713.79449999999986 158.44563702188896 -78.650250000000582 13280.32026493133 282.20627341816379 0.91597561503675351 14714.822753354589 20.500000000000004 14368.713704698568 16005.178574206699 21.500000000000004 355.32393539782009 136.19023188787352 14368.713704698568 -1137.0874999999985 14714.822753354589 15495.999000000002 387.234946267238 -0.78656609248549325 13890.480378080732 14393.599500000002 5.5000000000000009 -1619.7617500000013 -0.70710678118654757 14445.040000000003 1655.958384622412 decision_type=2 2 2 2 2 2 2 2 2 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 8 17 -1 -8 10 12 -2 19 -3 14 18 -16 -9 22 21 20 -6 -5 -4 -24 -25 -17 -22 -7 -19 -26 right_child=3 2 5 13 11 27 7 16 -10 -11 -12 -13 -14 -15 15 25 -18 28 -20 -21 26 -23 23 24 29 -27 -28 -29 -30 -31 leaf_value=-60.79871880094084 -9.7625697406771099 -10.981229204737463 -11.673704649226586 -0.62204278448390393 0.71523837753425357 -14.044040248186986 -53.129269846248206 -14.188130514911332 -15.062115733745715 -22.861006510263845 -3.6487938447211219 -11.541176154057887 -6.2719578983238584 59.481027540648213 -1.5090313380849534 -5.8862277196178763 -6.9547906295620416 -2.5828484538475602 10.135161197933748 3.3854715216870348 -7.04682229163764 -5.5484793229030673 -9.9000025684766353 -4.9539122042562278 -2.8933965928186356 -2.7937399673745542 -2.9074097869661562 -1.0388282938074165 -6.7381369116506606 -7.8585203411284921 leaf_weight=3050 157 645 156 521 585 66 555 119 298 801 354 57 225 64493 352 192 272 207 6785 2070 43 63 221 388 52 79 432 745 189 301 leaf_count=3050 157 645 156 521 585 66 555 119 298 801 354 57 225 64493 352 192 272 207 6785 2070 43 63 221 388 52 79 432 745 189 301 internal_value=0.000585418 -0.02603 -0.0191331 0.00336664 -0.00425826 -0.0112086 -0.0329269 -0.0262748 -0.0216613 -0.0301592 -0.0154912 0.000159398 -0.0252874 0.00378699 0.00210811 -0.0112167 -0.0155396 -0.0161057 0.00323463 0.0005623 -0.00320755 -0.00278082 -0.0185045 -0.0170811 -0.0150013 -0.0206494 -0.00829474 -0.00206658 -0.00933333 -0.0196827 internal_weight=84473 7992 3996 76481 3996 2325 3996 946 809 1671 511 3187 870 72485 7992 623 391 1514 7369 3130 1060 584 1118 962 741 271 475 811 396 353 internal_count=84473 7992 3996 76481 3996 2325 3996 946 809 1671 511 3187 870 72485 7992 623 391 1514 7369 3130 1060 584 1118 962 741 271 475 811 396 353 is_linear=0 shrinkage=0.04 Tree=13 num_leaves=31 num_cat=0 split_feature=28 28 23 28 10 30 30 28 23 10 28 0 30 28 23 28 28 31 23 28 10 18 9 2 30 30 28 2 24 11 split_gain=3756.72 221.216 246.055 181.598 192.079 71.2784 26.6203 24.3744 21.1568 20.3577 19.6822 78.7709 26.7522 18.4498 14.7112 12.8485 12.0588 10.4546 9.59775 19.1138 9.06804 10.1071 8.98796 8.91018 8.81032 6.94937 6.19519 6.19105 6.61769 5.85233 threshold=14477.442080002065 13393.219174162363 -267.60899999999941 14984.045590740936 0.91597561503675351 166.86479013739611 282.20627341816379 14714.822753354589 -281.58125000000103 0.91597561503675351 16045.702458100843 21.500000000000004 382.83309963825548 13890.480378080732 -1118.7214999999985 14368.713704698568 14760.040749986076 17321.50199479167 148.04674999999955 13159.348133015183 -0.78656609248549325 14910.008750000003 0.78656609248549325 4.5000000000000009 41.427278077783598 54.386368658709081 15569.011563839465 1.0000000180025095e-35 -444.5344999999997 -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=1 18 9 4 8 13 7 -6 16 15 11 14 26 25 17 -3 -2 -5 -1 -20 -15 24 -7 -23 -22 -4 29 28 -27 -13 right_child=3 2 5 10 6 22 -8 -9 -10 -11 -12 12 -14 20 -16 -17 -18 -19 19 -21 21 23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-62.750809528294852 -4.2134750926679159 -13.276463567862743 -9.0830010450164487 -3.8710131066855014 -9.461796748759749 -11.906327222268809 -15.267092416633712 -3.4157242938790011 1.1703277940711445 -23.833384886777385 58.399239630507509 -5.106212049894423 -5.8650104773877203 -10.171246349695144 9.3112216828452912 -6.1840552075054598 -0.74376123168320141 -0.35492284279047359 -47.740347440238395 -10.580017648723301 -4.8429442377469858 -4.4322133910792783 -1.3708007563777194 -8.0960885783348342 -4.6302057778534627 -11.09361467115987 -0.89635188528004128 -11.96145022329884 -4.8254507169950376 -2.4304574640218934 leaf_weight=2568 479 834 211 93 172 164 290 260 2097 1006 64160 64 191 179 7579 134 365 617 304 125 68 303 744 198 440 36 258 256 89 189 leaf_count=2568 479 834 211 93 172 164 290 260 2097 1006 64160 64 191 179 7579 134 365 617 304 125 68 303 744 198 440 36 258 256 89 189 internal_value=0.00064745 -0.0260666 -0.020616 0.00331106 -0.00538029 -0.0127411 -0.023867 -0.0175741 -0.00084189 -0.0313394 0.00374628 0.00199355 -0.0108718 -0.0173933 0.00308312 -0.0271983 -0.00618957 -0.00242254 -0.0345452 -0.029007 -0.0145185 -0.0130466 -0.00362115 -0.0170778 -0.00907087 -0.0231622 -0.00609785 -0.019937 -0.01264 -0.0105455 internal_weight=84473 7659 4662 76814 3663 2688 722 432 2941 1974 73151 8991 702 1780 8289 968 844 710 2997 429 1188 1009 908 501 508 592 511 381 125 253 internal_count=84473 7659 4662 76814 3663 2688 722 432 2941 1974 73151 8991 702 1780 8289 968 844 710 2997 429 1188 1009 908 501 508 592 511 381 125 253 is_linear=0 shrinkage=0.04 Tree=14 num_leaves=31 num_cat=0 split_feature=28 23 28 28 10 31 30 28 0 30 23 28 23 28 30 28 24 29 9 30 16 28 20 10 33 30 30 30 16 24 split_gain=3592.92 219.849 212.133 176.881 160.012 58.2193 37.8624 33.5245 106.349 30.7351 24.5351 21.8844 21.3797 17.5259 17.1175 16.2293 39.8576 13.0668 12.6841 11.2119 8.21428 9.31366 8.12803 8.11262 7.8 7.70012 7.61588 7.42503 7.34019 7.33394 threshold=14426.416639559577 -47.974499999998436 14809.799765270784 13159.348133015183 0.91597561503675351 17462.034414062506 194.15771690494861 16087.611729634733 21.500000000000004 382.83309963825548 -947.36125000000072 15064.697432199633 -281.58125000000103 15064.697432199633 158.44563702188896 13505.029124054226 -995.77350000000013 13698.594493575858 0.98296291314453421 307.32529824101994 14393.599500000002 14622.35758875419 13775.090000000002 -0.78656609248549325 11515.210000000003 84.973284042647023 276.51810097865274 48.008590173989326 14278.781000000001 -1582.5997500000001 decision_type=2 2 2 2 2 2 2 2 2 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 -3 12 15 17 8 10 13 11 -4 29 26 -6 -1 -17 25 22 -13 -14 -22 -7 -18 -8 -5 -10 -19 -29 -2 right_child=2 3 7 6 14 18 24 -9 9 -11 -12 19 20 -15 -16 16 23 27 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-59.433397629819375 -5.6551609985736686 -53.577080143042693 -4.5056265667390338 -14.050802674792015 -3.5506768024769713 -5.3986531878367927 -17.557414398004621 57.515457871136022 -2.8398338922718209 -6.2744734511580305 8.9151427635682179 1.6828303495037897 3.7327742530876789 -1.4823659287826496 -14.574318118633128 -21.348485931184587 -10.877963831385889 -5.5341482415919625 -4.3826327588284739 -2.3546988949004684 -3.8367725405579094 0.82845596577933389 -9.8980030297921004 -8.7092862000018325 -1.9998675936211354 -8.8215872367069927 -7.8924301111706985 -6.6294599438706676 -11.716442771977125 -3.2686264554154469 leaf_weight=2255 138 706 181 118 84 130 49 63827 29 226 8482 826 653 502 418 1044 134 138 54 350 406 468 745 370 711 253 60 549 70 497 leaf_count=2255 138 706 181 118 84 130 49 63827 29 226 8482 826 653 502 418 1044 134 138 54 350 406 468 745 370 711 253 60 549 70 497 internal_value=0.000701905 -0.0260682 0.00324404 -0.0167093 -0.00784685 -0.0311986 -0.010322 0.00364072 0.00156381 -0.0123035 0.00271532 -0.00227856 -0.00312303 -0.00750592 -0.0281912 -0.0333915 -0.0302377 -0.0149716 -0.0222217 -0.000285714 -0.000557957 -0.00309382 -0.0233829 -0.021 -0.00342105 -0.0211213 -0.0238652 -0.0119577 -0.0100872 -0.00929134 internal_weight=84473 7326 77147 2594 2664 4732 1888 74483 10656 817 9839 1357 2162 591 502 3803 1548 1128 929 1176 1527 874 875 504 760 371 89 757 619 635 internal_count=84473 7326 77147 2594 2664 4732 1888 74483 10656 817 9839 1357 2162 591 502 3803 1548 1128 929 1176 1527 874 875 504 760 371 89 757 619 635 is_linear=0 shrinkage=0.04 Tree=15 num_leaves=31 num_cat=0 split_feature=28 23 28 28 10 28 23 30 28 0 23 30 30 9 23 29 9 2 28 30 31 28 21 24 33 24 28 28 19 2 split_gain=3443.88 220.115 199.5 175.301 169.447 60.1898 66.4508 40.7738 26.5915 90.1086 24.6578 21.702 20.7673 20.3862 19.6451 18.9872 12.7279 12.7837 11.1983 11.0713 10.5194 10.3805 8.05225 7.97876 7.51753 7.21315 6.97877 6.75963 6.47877 6.45559 threshold=14426.416639559577 -52.891250000000575 14899.399445517796 13044.508713858109 0.91597561503675351 13618.961938426417 -493.14125000000053 194.15771690494861 16164.757385388108 22.500000000000004 -772.89750000000083 382.83309963825548 313.7494631404245 0.12940952255126045 -281.58125000000103 13493.261193749064 0.91597561503675362 4.5000000000000009 15064.697432199633 48.008590173989326 17601.526848958336 14714.822753354589 16357.589500000002 -1582.5997500000001 11515.210000000003 -876.74750000000029 14665.253411049778 15064.697432199633 15423.860000000002 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=1 5 4 -3 14 -1 -7 15 9 10 12 27 18 -6 23 -5 17 22 -4 -17 -14 -15 25 -2 -9 -8 -25 -11 -19 -21 right_child=2 3 8 7 13 6 16 24 -10 11 -12 -13 20 21 -16 19 -18 28 -20 29 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-55.342742142993082 -5.0547734541334917 -54.532401019428875 -2.9933905851033296 -13.070248825474735 -14.370201753602608 -20.133154816725586 -6.6383356119474435 -16.658947530116592 57.856698565421468 -6.5834841950268315 10.610326814927499 -5.7814950138275618 -4.5506300767892327 -6.9709524155972691 0.1463015559783595 -7.3786769959957041 -7.0451179401643236 -8.6216940772660067 1.7610041777034178 -3.5457511696131143 -1.7174871683907993 -3.2946253526089802 -10.469483067105534 -3.9710353961490283 -2.1025967195526176 -4.1819057505631942 -0.72587304759561866 -1.6687593165737531 -7.7016359380188391 -9.795614983888985 leaf_weight=2461 163 612 153 264 349 1024 212 55 63161 42 8080 210 177 151 1909 183 164 234 1420 295 291 144 73 306 751 274 308 283 250 474 leaf_count=2461 163 612 153 264 349 1024 212 55 63161 42 8080 210 177 151 1909 183 164 234 1420 295 291 144 73 306 751 274 308 283 250 474 internal_value=0.000757781 -0.0254513 0.00324663 -0.0161974 -0.00633033 -0.0306462 -0.0258879 -0.0105203 0.00367866 0.00183033 0.00267602 -0.0141682 -0.00125233 -0.0247578 -0.00191214 -0.0151447 -0.0195294 -0.0211582 0.000948506 -0.0125126 -0.00864957 -0.0170169 -0.0170376 -0.00727413 -0.00354342 -0.015177 -0.00518567 -0.00769231 -0.0259174 -0.0104083 internal_weight=84473 7326 77147 2634 3330 4692 2231 2022 73817 10656 10121 535 2041 644 2686 1216 1207 1043 1573 952 468 295 559 777 806 486 614 325 484 769 internal_count=84473 7326 77147 2634 3330 4692 2231 2022 73817 10656 10121 535 2041 644 2686 1216 1207 1043 1573 952 468 295 559 777 806 486 614 325 484 769 is_linear=0 shrinkage=0.04 Tree=16 num_leaves=31 num_cat=0 split_feature=28 28 23 28 10 30 30 23 28 28 28 0 30 23 28 23 30 28 9 28 18 16 31 16 20 3 33 28 19 24 split_gain=3278.14 254.467 279.774 158.716 177.669 53.0907 28.756 26.5302 26.4839 24.6608 18.6155 71.0169 29.6716 15.8633 14.8745 14.8431 13.0285 11.5554 15.6762 10.9326 10.7519 10.6695 8.62436 8.37491 7.98114 7.748 7.55403 5.854 5.75902 6.87723 threshold=14477.442080002065 13280.32026493133 -296.49200000000013 15027.208251738861 0.91597561503675351 158.44563702188896 301.08702806566458 -713.79449999999986 13890.480378080732 14714.822753354589 16240.175177681938 21.500000000000004 382.83309963825548 -531.10475000000122 13890.480378080732 -1201.4450000000004 239.82953565211906 13044.508713858109 0.60355339059327384 14714.822753354589 15073.071000000002 14538.719500000001 17187.131880208337 14221.826750000002 13858.767000000002 219.50000000000003 11515.210000000003 14247.063513330953 13364.307500000001 -546.59875 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 7 4 13 14 9 -3 -9 -6 11 15 -13 -2 28 22 -1 -18 -19 21 26 -15 -5 27 -10 -25 -7 -16 29 -4 right_child=3 2 5 10 6 20 -8 8 24 -11 -12 12 -14 19 23 -17 17 18 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-56.030770348357109 -3.7650506033573565 -21.339294843209128 -7.6059543571066026 -4.8024307076008421 -8.3191827972834798 -14.360319020423699 -13.701428575363668 -12.562055947055123 -3.7711954631331737 -2.9926732850092748 58.287024800261641 -1.4811741195422097 -5.0112804877428161 1.4606420799123974 -5.5861050190572232 8.6878781836013559 -63.26511628549958 -34.044928780740065 -2.3210503889393475 4.3813444542616926 -15.990831608979137 -3.1610071495478036 -0.56966112801461477 -7.1297264178684623 -8.6478737619165642 -4.0271100322542841 -1.9785827044069337 -0.68820910169259142 -9.6294793431807335 -4.5103499767973476 leaf_weight=2386 362 949 84 49 192 59 274 443 129 325 62495 604 237 578 426 8840 176 37 65 1632 23 633 593 482 492 160 957 149 467 175 leaf_count=2386 362 949 84 49 192 59 274 443 129 325 62495 604 237 578 426 8840 176 37 65 1632 23 633 593 482 492 160 957 149 467 175 internal_value=0.000815077 -0.0241394 -0.0188148 0.00330325 -0.00445846 -0.0110369 -0.0214362 -0.0303368 -0.026 -0.0158839 0.00372919 0.00215558 -0.00898454 -0.000268331 -0.0149398 0.00314364 -0.0341231 -0.0259281 -0.0152157 0.000735843 -0.00373821 -0.00214368 -0.00272897 -0.0122366 -0.0206699 -0.0153769 -0.00312598 -0.00873043 -0.0194711 -0.0146873 internal_weight=84473 7659 4995 76814 3996 2982 791 2013 1064 517 72818 10323 841 3205 1943 9482 2664 278 102 2843 1039 1211 642 1217 621 642 1016 575 726 259 internal_count=84473 7659 4995 76814 3996 2982 791 2013 1064 517 72818 10323 841 3205 1943 9482 2664 278 102 2843 1039 1211 642 1217 621 642 1016 575 726 259 is_linear=0 shrinkage=0.04 Tree=17 num_leaves=31 num_cat=0 split_feature=28 23 28 28 16 31 28 0 30 30 28 24 23 18 28 29 34 28 30 23 1 19 33 24 36 21 20 30 28 0 split_gain=3140.85 230.31 184.912 181.169 138.263 70.8627 33.5514 93.5584 33.5336 31.9925 25.3244 56.7367 24.3663 18.6208 17.7067 15.8884 15.6713 14.2532 13.5372 9.41954 9.34095 9.29148 7.76153 7.65724 7.47273 7.34907 7.13332 6.98991 12.7804 6.78749 threshold=14426.416639559577 -67.853750000000204 13044.508713858109 14809.799765270784 15535.409750000001 17462.034414062506 16319.168230361292 21.500000000000004 130.76805520427573 382.83309963825548 13280.32026493133 -876.74750000000029 -887.43799999999999 15495.999000000002 15295.175242260191 13698.594493575858 19816.116750000005 15146.73627039691 344.46933688805467 -359.81624999999889 1.0000000180025095e-35 16336.2345 11515.210000000003 -1582.5997500000001 3022.7777471720892 13792.137500000003 16987.430500000006 124.12121207837291 13890.480378080732 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 5 -3 4 13 10 7 12 15 17 -1 27 14 -2 20 -4 -6 -9 -16 -7 29 -21 -10 -15 -13 -24 -11 28 -12 -5 right_child=3 2 8 6 16 19 -8 9 22 26 11 24 -14 23 18 -17 -18 -19 -20 21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-56.031473539169241 0.56002072487337873 -51.399665304670627 -11.644368804172075 -6.2383748381957966 -13.394476771809876 -9.5493836636170251 58.663168521182165 -6.2003434505819239 -15.237754788956472 -5.7436290721950556 -10.781719490557915 -7.6961710056534098 9.2856193883944655 -5.2520625197293782 2.5300499649910471 -5.9341939500205658 -6.2264856363327752 -1.0587560426021561 -2.8864041637480744 -6.8695367424735201 -1.2394622981892558 -0.69715458265910013 -6.0767835052819867 -2.5734157591673212 -10.397232374955749 -2.1869068536990208 -3.2680598604346836 -20.649060174726557 -4.5995181392458031 -2.8350989614286979 leaf_weight=1781 1198 642 303 50 320 368 61829 118 76 191 272 452 9749 145 1165 627 155 603 279 446 302 72 197 846 90 891 108 958 151 89 leaf_count=1781 1198 642 303 50 320 368 61829 118 76 191 272 452 9749 145 1165 627 155 603 279 446 302 72 197 846 90 891 108 958 151 89 internal_value=0.000866691 -0.0241627 -0.0149766 0.00324352 -0.00700601 -0.0296383 0.00361011 0.00173352 -0.00921872 -0.00988235 -0.0320691 -0.0288861 0.00275193 -0.00276108 -0.00141114 -0.0148817 -0.0265684 -0.00532039 0.000731302 -0.0194763 -0.0084263 -0.016 -0.00469416 -0.00681736 -0.0179188 -0.00383088 -0.0208829 -0.0331904 -0.0289078 -0.0170072 internal_weight=84473 7326 2736 77147 2664 4590 74483 12654 2094 1020 3704 1923 11634 2189 1885 930 475 721 1444 886 441 518 1164 991 542 1088 299 1381 423 139 internal_count=84473 7326 2736 77147 2664 4590 74483 12654 2094 1020 3704 1923 11634 2189 1885 930 475 721 1444 886 441 518 1164 991 542 1088 299 1381 423 139 is_linear=0 shrinkage=0.04 Tree=18 num_leaves=31 num_cat=0 split_feature=28 23 28 28 10 31 30 30 28 28 28 16 28 0 30 28 23 23 19 30 30 9 24 2 23 28 14 20 9 20 split_gain=3006.55 233.908 230.015 172.321 170.895 65.5585 39.3772 35.5784 24.5189 18.0885 17.0053 18.0567 16.9197 57.133 28.1828 16.3001 29.7197 14.895 9.94576 9.71784 8.97952 8.78926 8.70664 8.19125 7.88478 7.72341 7.6053 7.14937 7.12906 6.54048 threshold=14426.416639559577 -168.84750000000074 13044.508713858109 15064.697432199633 0.91597561503675351 17462.034414062506 170.1971875720354 298.02129676399846 14714.822753354589 13393.219174162363 14714.822753354589 14393.599500000002 16362.743849282253 21.500000000000004 382.83309963825548 13890.480378080732 -589.67700000000139 -1118.7214999999985 13775.090000000002 351.79914036483859 165.13426374839841 0.78656609248549325 -1619.7617500000013 4.5000000000000009 -605.25100000000009 13890.480378080732 -0.86974577485258975 15584.651250000001 0.98296291314453421 14021.538000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -3 4 10 15 9 8 20 -4 11 -2 13 17 -15 -1 -17 19 -11 -5 -6 27 -7 -13 -12 -20 -25 -8 29 -24 right_child=3 2 6 12 7 22 21 -9 -10 18 24 23 -14 14 -16 16 -18 -19 25 -21 -22 -23 28 26 -26 -27 -28 -29 -30 -31 leaf_value=-46.298808196190947 2.8795675423127851 -49.744736012982813 -11.419282987968083 0.6205933940579994 -3.3664581722438389 -14.062481269313528 -22.569071659337887 -12.675767976263669 -2.7668092983980768 -2.4775350082364787 -3.6201547862834786 -1.8500421055423102 57.716766800144832 -1.0731085512726082 -4.5253273867887875 -17.909414092197554 -6.2188578099324108 9.7538632337639068 -9.1538395069194571 -3.1378144210263192 -8.5853468429691198 -1.5239646791090076 -2.9095766598532875 -5.829304010027621 3.8968668768331836 -6.1676269017908876 -3.8633313395277118 -7.0453559307428488 -2.1311220016618448 -7.8850485379278226 leaf_weight=2388 534 894 270 756 68 78 46 320 374 314 152 616 61496 664 270 510 259 9037 306 262 164 823 107 84 1953 701 397 111 36 483 leaf_count=2388 534 894 270 756 68 78 46 320 374 314 152 616 61496 664 270 510 259 9037 306 262 164 823 107 84 1953 701 397 111 36 483 internal_value=0.000926355 -0.0235621 -0.0160173 0.00325182 -0.00420249 -0.0303331 -0.0099401 -0.0195853 -0.0138878 -0.0138253 -0.000389721 -0.00345555 0.00373125 0.00228556 -0.00717773 -0.0327944 -0.0277295 0.00316459 -0.011897 -0.0014224 -0.0241034 -0.00363265 -0.0192955 -0.00639198 0.00198575 -0.0138352 -0.0103035 -0.0123057 -0.0177252 -0.0187797 internal_weight=84473 7326 3465 77147 4662 3861 2571 926 606 1591 3736 1631 72485 10989 934 3157 769 10055 1321 1018 232 980 704 1097 2105 1007 481 157 626 590 internal_count=84473 7326 3465 77147 4662 3861 2571 926 606 1591 3736 1631 72485 10989 934 3157 769 10055 1321 1018 232 980 704 1097 2105 1007 481 157 626 590 is_linear=0 shrinkage=0.04 Tree=19 num_leaves=31 num_cat=0 split_feature=28 28 23 28 10 30 30 30 28 28 28 0 30 30 28 23 23 28 17 11 19 10 30 18 28 16 33 34 32 35 split_gain=2810.86 278.126 287.305 138.544 146.465 43.5566 30.1725 28.8528 34.902 20.6585 19.3854 58.9614 28.9553 17.6599 16.4147 14.6641 14.3149 14.2842 16.7635 12.701 13.4596 12.6178 11.5589 11.4971 9.84035 9.07818 8.26979 8.11463 7.81087 7.0094 threshold=14477.442080002065 13159.348133015183 -359.81624999999889 15027.208251738861 0.91597561503675351 158.44563702188896 304.21974163512596 137.61628277131447 13890.480378080732 14714.822753354589 16449.242336158106 21.500000000000004 387.234946267238 236.99294085646883 13890.480378080732 -868.14850000000104 -333.59850000000091 12774.065400707994 13015.792000000003 -0.8783796973249266 15423.860000000002 -0.78656609248549325 351.79914036483859 15073.071000000002 15333.315708035167 14161.378750000002 11515.210000000003 16838.069000000007 1954.4850083213776 18242.978251488101 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 7 4 16 14 9 8 -3 -6 11 15 -13 -1 -4 22 27 -15 -19 20 25 29 24 26 -5 -16 -7 -2 -9 -21 right_child=3 2 5 10 6 23 -8 28 -10 -11 -12 12 -14 17 19 -17 -18 18 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-52.38490272824194 -13.733150696011499 -9.6527833803958707 -8.2008232759100164 -1.6388390764318883 -7.2834726622898884 -16.156435484429835 -12.074824388847292 -19.249122038360653 -5.056888455691416 -2.5786716576509621 58.206259967548249 -1.1770059074826937 -4.3408344904698319 -63.288468614340331 -5.2148031177904173 11.783391907827015 1.2578853497403517 -5.4388868661879206 -35.892794923760576 -6.8191950864499846 -4.3995476438436025 -2.9474330562743138 -3.0166964609348668 -14.60031348751178 2.5888343503386655 -6.942613517646099 -1.6173643746303759 -2.1421627330313195 -11.638908847419527 -11.388507201051146 leaf_weight=2096 20 380 941 298 195 72 267 940 424 329 60830 747 282 106 33 9002 2423 87 42 159 83 894 320 30 1339 124 1018 762 201 29 leaf_count=2096 20 380 941 298 195 72 267 940 424 329 60830 747 282 106 33 9002 2423 87 42 159 83 894 320 30 1339 124 1018 762 201 29 internal_value=0.000999752 -0.0221078 -0.0170661 0.00330377 -0.00394795 -0.0100231 -0.0193628 -0.0293162 -0.0235124 -0.0137863 0.00370172 0.00223156 -0.00692323 -0.0336319 -0.0132161 0.00309116 -0.000143526 -0.023234 -0.0142946 -0.0103419 -0.0186667 -0.00849538 -4.70106e-05 -0.00357143 0.00131216 -0.0255541 -0.00289908 -0.0048491 -0.0334058 -0.0179149 internal_weight=84473 7659 5328 76814 3996 3383 791 1945 804 524 72818 11988 1029 2331 2263 10959 3205 235 129 1322 240 1082 1957 1120 1637 157 1090 782 1141 188 internal_count=84473 7659 5328 76814 3996 3383 791 1945 804 524 72818 11988 1029 2331 2263 10959 3205 235 129 1322 240 1082 1957 1120 1637 157 1090 782 1141 188 is_linear=0 shrinkage=0.04 Tree=20 num_leaves=31 num_cat=0 split_feature=28 28 24 28 16 30 10 31 30 28 24 28 35 28 30 16 10 34 28 30 2 14 6 28 33 30 10 32 9 28 split_gain=2681.08 253.709 267.627 155.482 118.871 35.3753 31.6587 67.7875 30.9817 27.7167 21.8249 31.4646 21.2821 24.8223 17.3695 15.0358 14.8345 14.1054 12.9234 12.1819 9.9541 11.9431 11.5821 11.0448 9.05125 8.67205 8.65116 7.51648 7.13157 6.5599 threshold=14426.416639559577 13159.348133015183 -876.74750000000029 14809.799765270784 15535.409750000001 163.50130439779574 0.91597561503675351 18007.595927083337 124.12121207837291 13807.518245009656 -173.73350000000025 12916.988773168969 18381.989391741077 16566.737742101523 387.234946267238 14823.475 0.60355339059327384 19553.560000000005 15184.224550823004 101.82561482793066 2.5000000000000004 0.56191161272202661 1.0000000180025095e-35 13890.480378080732 12634.808750000002 184.28541776231103 -0.78656609248549325 1798.8100533566987 0.98296291314453421 14665.253411049778 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 8 4 15 20 -5 12 9 -3 -1 -12 13 14 -8 -2 26 -6 -9 -13 22 23 24 28 -4 29 -7 -10 -22 -17 right_child=3 2 5 6 17 16 7 18 27 -11 11 19 -14 -15 -16 25 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-51.760135610514915 0.059933974983759415 -8.5767650906087525 -5.2534258170223156 29.182472458357974 -11.979862181589295 -18.013309799208802 -2.3572214087441599 -2.3813429086952724 -18.325542576677872 -4.4014262545710263 -51.310703928569922 -10.756659673483446 0.58033194226830798 5.1236813586152854 -4.8277085035098022 -3.811253609135322 -21.029872496989611 -5.6176120295640555 6.5298563189637733 -6.825657104045745 -9.3458660776695623 -1.1574557533786005 -9.0197080513995385 -6.1439475741530343 -1.3756017725204459 -11.507918235644718 -1.6245945293556598 -9.655255856447635 -8.0530504749506484 -0.17651555020904813 leaf_weight=1740 1408 325 238 65708 298 70 751 199 911 396 403 59 555 244 357 406 27 177 6669 129 370 155 123 712 396 74 953 263 56 301 leaf_count=1740 1408 325 238 65708 298 70 751 199 911 396 403 59 555 244 357 406 27 177 6669 129 370 155 123 712 396 74 953 263 56 301 internal_value=0.00105894 -0.0220661 -0.016981 0.00325493 -0.00624024 -0.00974194 0.00359454 0.00133789 -0.0288232 -0.0222968 -0.0329627 -0.0263215 -0.00533403 -0.00804142 -0.0105848 -0.00230425 -0.00377143 -0.0243789 0.00319045 -0.0128085 -0.0128 -0.0149327 -0.0091572 -0.0163515 -0.00697792 -0.00675544 -0.00299902 -0.0328313 -0.021446 -0.0053918 internal_weight=84473 7326 4995 77147 2664 3100 74483 8775 1895 721 2331 591 1907 1352 1108 2189 1050 475 6868 188 2050 1293 757 1138 634 781 1023 1174 426 707 internal_count=84473 7326 4995 77147 2664 3100 74483 8775 1895 721 2331 591 1907 1352 1108 2189 1050 475 6868 188 2050 1293 757 1138 634 781 1023 1174 426 707 is_linear=0 shrinkage=0.04 Tree=21 num_leaves=31 num_cat=0 split_feature=28 28 23 28 23 30 30 19 28 0 30 23 28 28 23 17 28 28 28 16 2 19 21 24 28 30 28 6 30 30 split_gain=2522.41 251.824 264.755 154.052 142.887 40.8274 39.2107 30.1779 19.9445 72.7061 23.9183 19.3086 20.3226 14.726 13.3924 13.318 13.3024 12.734 12.6725 13.0532 11.8415 15.9447 11.8826 10.2969 17.9077 15.9259 10.2959 9.86041 9.30461 9.26777 threshold=14426.416639559577 13159.348133015183 -444.80800000000085 15106.599047551403 -605.25100000000009 204.3741037008439 265.03672870732129 15423.860000000002 16487.916932758566 21.500000000000004 355.32393539782009 -733.18999999999949 13890.480378080732 13393.219174162363 -1118.7214999999985 14020.850500000002 14714.822753354589 14760.040749986076 14622.35758875419 14393.599500000002 4.5000000000000009 15271.255000000001 17089.063500000007 -183.50800000000069 12774.065400707994 158.44563702188896 12774.065400707994 1.0000000180025095e-35 387.234946267238 165.13426374839841 decision_type=2 2 2 2 2 2 2 2 2 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 11 4 6 13 16 23 9 14 -11 -3 -13 15 28 -4 29 -8 19 -6 27 -22 -23 -1 -25 -26 -9 -15 -5 -2 right_child=3 2 5 8 18 -7 17 26 -10 10 -12 12 -14 20 -16 -17 -18 -19 -20 -21 21 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-49.716941130081906 -2.9069953317637918 -17.609171184556768 -8.4778098776411817 0.25065675638423274 2.1571967985173526 -2.0202959784111165 -12.667877387484346 -49.302897411485937 56.225021797160878 -1.0442139843383749 -3.6569199856750045 -10.210562957882491 -7.2325359922313668 -3.0855908607348197 9.0300067153316146 -8.9959006069528709 -2.667000922785927 -5.5774982509138944 1.791993337640551 -3.4350920919429382 -7.9584222252842629 -4.6319216194441131 -9.8545287077968915 -60.49329938035973 -15.333312466263981 -1.4926385848254244 -10.994041906174068 -7.7545584355245625 -3.842530599692759 -7.0800260687865935 leaf_weight=1644 135 913 241 958 378 795 196 69 60497 553 470 317 321 970 9517 113 486 237 2750 660 316 760 73 279 117 61 161 176 157 153 leaf_count=1644 135 913 241 958 378 795 196 69 60497 553 470 317 321 970 9517 113 486 237 2750 660 316 760 73 279 117 61 161 176 157 153 internal_value=0.00109588 -0.0213344 -0.0162683 0.00322589 -0.00356757 -0.0100883 -0.0155526 -0.0321905 0.0036962 0.00218104 -0.00800391 -0.029991 -0.024652 -0.0124741 0.00316102 -0.0200678 -0.0101602 -0.0251917 0.00025132 -0.00351445 -0.0113028 -0.0141723 -0.0112701 -0.0336963 -0.0283851 -0.0184719 -0.0184348 -0.00842583 -0.000986547 -0.0169722 internal_weight=84473 7326 4995 77147 4995 3444 1207 2331 72152 11655 1023 1551 638 2649 10632 354 774 433 3788 1038 2295 1149 833 2101 457 178 230 1146 1115 288 internal_count=84473 7326 4995 77147 4995 3444 1207 2331 72152 11655 1023 1551 638 2649 10632 354 774 433 3788 1038 2295 1149 833 2101 457 178 230 1146 1115 288 is_linear=0 shrinkage=0.04 Tree=22 num_leaves=31 num_cat=0 split_feature=28 28 23 28 23 30 30 28 34 28 0 30 30 28 28 15 24 0 18 23 21 11 28 19 16 28 30 14 30 30 split_gain=2390.09 256.075 266.404 143.915 128.876 45.2982 36.0067 24.7508 21.0506 21.0374 73.6886 25.3661 17.4119 15.4586 14.7672 17.2288 13.9402 13.9295 13.2782 12.4953 11.8043 15.8218 11.6073 11.2053 11.1636 10.2195 10.0286 9.9426 9.42494 8.79926 threshold=14426.416639559577 13044.508713858109 -444.80800000000085 15106.599047551403 -620.3790000000007 158.44563702188896 298.02129676399846 13393.219174162363 19479.847500000003 16566.737742101523 21.500000000000004 355.32393539782009 215.32225804060792 14714.822753354589 12620.403450404347 12888.561000000003 -802.32700000000011 20.500000000000004 15073.071000000002 -887.43799999999999 16732.453750000004 -0.8783796973249266 14622.35758875419 15423.860000000002 14393.599500000002 14760.040749986076 366.63986074815097 -0.52765736634565841 165.13426374839841 136.19023188787352 decision_type=2 2 2 2 2 2 2 2 2 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 8 4 6 7 13 16 29 10 19 -12 -1 28 -14 -16 -4 22 -7 26 21 23 24 27 -6 -8 -5 -9 -2 -3 right_child=3 2 5 9 17 18 25 20 -10 -11 11 -13 14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-48.944719688612416 -2.8182944726143626 -8.4572162448433286 -8.4022525171568869 1.0508814980914092 2.0709089265766942 -2.1901576365035083 -12.268059213241509 -7.1289930799192325 -8.2623896736641331 56.744796062713469 -0.98066566637700348 -3.681988990828986 -59.073492294411835 -2.643818404912305 -4.3587845090393653 -35.745336378585755 -8.1046603449367289 -8.9635124824752559 -10.751838281925014 11.081166251618827 -7.3354450435976677 -4.1135006631626769 1.9527786652138148 -4.1191923130498793 -3.1393738258897388 -5.4211870525569461 -3.2101103136565468 -4.5709843085062687 -7.3558263825020855 -17.283347418428061 leaf_weight=1754 128 352 128 1677 378 1107 155 187 357 59831 597 516 106 527 97 41 357 59 44 9247 259 1429 2718 101 658 187 284 68 185 939 leaf_count=1754 128 352 128 1677 378 1107 155 187 357 59831 597 516 106 527 97 41 357 59 44 9247 259 1429 2718 101 658 187 284 68 185 939 internal_value=0.00114939 -0.0206847 -0.0161051 0.00322278 -0.00334334 -0.0101196 -0.0148832 -0.0131135 -0.0294709 0.00367735 0.00217223 -0.0076442 -0.0328969 -0.0104286 -0.0228852 -0.0142609 -0.0212371 0.000233937 -0.00354127 0.00314704 -0.0111859 -0.010028 0.000537027 -0.017573 -0.00306564 -0.0258246 0.000246813 -0.0220392 -0.0174696 -0.0318482 internal_weight=84473 7326 5328 77147 4995 3680 1182 2529 1648 72152 12321 1113 1998 840 244 138 485 3813 1151 11208 2044 1785 3754 356 1036 342 1961 255 313 1291 internal_count=84473 7326 5328 77147 4995 3680 1182 2529 1648 72152 12321 1113 1998 840 244 138 485 3813 1151 11208 2044 1785 3754 356 1036 342 1961 255 313 1291 is_linear=0 shrinkage=0.04 Tree=23 num_leaves=31 num_cat=0 split_feature=28 28 24 28 10 34 30 30 28 0 30 19 2 31 0 23 10 24 28 31 28 16 13 28 11 19 21 28 3 28 split_gain=2252.56 236.413 249.147 160.108 116.426 35.2794 29.7658 28.7658 26.436 78.0706 26.6899 22.1221 15.3459 28.9909 15.2097 14.6688 14.5228 12.9254 12.4685 11.9577 10.7365 12.4879 10.1651 9.039 12.7194 10.5958 10.5638 9.01858 8.95697 8.61885 threshold=14368.713704698568 13044.508713858109 -876.74750000000029 14984.045590740936 0.91597561503675351 19479.847500000003 258.5448062696351 158.44563702188896 16689.647774538927 21.500000000000004 387.234946267238 15384.054500000002 1.0000000180025095e-35 14860.111640625 20.500000000000004 -772.89750000000083 0.60355339059327384 -1946.8387499999997 14760.040749986076 18193.513880208335 14665.253411049778 14278.781000000001 0.99995780822346225 13393.219174162363 -0.8783796973249266 16015.990000000002 15403.492250000001 12620.403450404347 257.50000000000006 12774.065400707994 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 5 4 14 12 -6 22 9 15 -11 29 13 -3 17 19 -9 -2 -8 -5 21 -19 23 -4 25 28 -26 -13 -25 -1 right_child=3 2 7 8 6 -7 18 16 -10 10 -12 27 -14 -15 -16 -17 -18 20 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=-57.567657584694537 -5.0479708887478276 -14.361674874168944 -8.3000298421647436 -1.7687823783260885 -3.6958843948019888 -6.9089600679630001 -11.988017078926607 -2.2068468629913531 58.441661352370865 -1.4268321208532111 -3.8958467436145292 -50.485344433874644 -16.358307694301466 -5.5255528862968708 -11.989461927632249 10.598712928123593 -20.362678587396822 3.0863898708113657 -4.7487240275857134 2.021208389673343 1.4597464780812905 -2.8887075062221705 -11.598348484112377 -7.0471681461068423 -3.3190835704892714 1.2212567202071045 -5.9219427817828061 -11.537104501452504 -4.145193457250774 -18.307027571583138 leaf_weight=1258 39 309 392 881 461 468 240 1049 58832 924 381 44 825 304 32 10350 24 471 151 1783 1804 1131 39 204 976 45 314 130 46 566 leaf_count=1258 39 309 392 881 461 468 240 1049 58832 924 381 44 825 304 32 10350 24 471 151 1783 1804 1131 39 204 976 45 314 130 46 566 internal_value=0.00121473 -0.0205274 -0.0158759 0.00317708 -0.00429753 -0.0272487 -0.0175493 -0.00885853 0.00361942 0.00207808 -0.00724904 -0.0321562 -0.0303533 -0.0255595 -0.00105033 0.00301337 -0.00356757 -0.000795355 -0.0256675 0.000366367 -0.000533177 -0.00291635 -0.0116746 -0.0112757 -0.0099306 -0.0174237 -0.00821705 -0.0185287 -0.02064 -0.0334561 internal_weight=84473 6993 4995 77480 4329 1906 852 3089 73151 14319 1305 1998 1438 613 3477 13014 1073 3445 391 2664 3406 1602 2016 1977 1585 295 1290 174 250 1824 internal_count=84473 6993 4995 77480 4329 1906 852 3089 73151 14319 1305 1998 1438 613 3477 13014 1073 3445 391 2664 3406 1602 2016 1977 1585 295 1290 174 250 1824 is_linear=0 shrinkage=0.04 Tree=24 num_leaves=31 num_cat=0 split_feature=28 28 10 28 23 30 30 30 28 28 28 0 30 30 28 16 23 28 11 21 19 1 14 28 16 25 2 30 28 16 split_gain=2134.57 252.971 257.744 128.852 107.629 42.9933 39.0021 37.5246 57.4968 22.4343 20.9882 66.5261 26.3394 13.3986 16.047 17.4462 12.4862 11.7828 11.4444 16.2598 12.5471 11.4333 10.6958 10.6361 10.9934 10.0297 9.45083 9.21443 9.15162 8.94305 threshold=14426.416639559577 12916.988773168969 0.78656609248549303 15106.599047551403 -589.67700000000139 158.44563702188896 304.21974163512596 186.23884092087272 13807.518245009656 13280.32026493133 16731.727185866395 21.500000000000004 410.28381991296442 176.89329155162403 12620.403450404347 12888.561000000003 -1118.7214999999985 14714.822753354589 -0.8783796973249266 15601.935000000003 15423.860000000002 1.0000000180025095e-35 -0.52765736634565841 14714.822753354589 14493.713750000001 -1686.9450000000013 4.5000000000000009 165.13426374839841 14760.040749986076 14393.599500000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 5 4 6 9 17 8 -4 25 11 16 -13 -1 -15 -16 -5 27 20 -20 22 -10 -11 24 -6 -3 -23 -2 -8 -7 right_child=3 2 7 10 23 29 28 -9 21 18 -12 12 -14 14 15 -17 -18 -19 19 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-46.945223748909214 -2.5761243045962363 -6.6475226989237459 -10.102087556967268 -0.25045151107146368 1.1839243708457354 -2.0142774563974792 -11.295519695219765 -17.240885794144273 -6.0469519520496604 -6.7719297122158553 57.467464559136516 -1.302138825254717 -4.2143986962356124 -59.472874541204192 -4.0062221147706172 -32.480527334391056 8.7369801267622673 -2.4542585155420262 -3.7898184711333966 -7.1617881948059008 -3.3725679324555036 -1.8802553609637702 -4.2990750355739369 2.7556108829632229 -2.6941911123278595 -9.1742405041106405 -4.7305189776013217 -6.6629563188258212 -4.9631753317494036 -15.509669712880729 leaf_weight=1354 146 171 657 1328 663 1147 150 775 100 207 58499 1039 242 180 86 45 11044 573 1277 388 108 286 72 2222 867 306 133 194 180 34 leaf_count=1354 146 171 657 1328 663 1147 150 775 100 207 58499 1039 242 180 86 45 11044 573 1277 388 108 286 72 2222 867 306 133 194 180 34 internal_value=0.00127061 -0.0193634 -0.0153323 0.00323004 -0.00298298 -0.00914286 -0.0131842 -0.027102 -0.0225986 -0.0120854 0.00366016 0.002248 -0.00642935 -0.0330691 -0.025582 -0.0149313 0.00314646 -0.00892442 -0.010269 -0.00882883 -0.0164651 -0.0126474 -0.0209462 0.000396589 -0.00216993 -0.0198994 -0.00974702 -0.0148235 -0.0249697 -0.00284166 internal_weight=84473 7326 5661 77147 4995 3710 1243 1951 1176 2529 72152 13653 1281 1665 311 131 12372 913 2052 1665 387 519 279 3752 1530 477 419 340 330 1181 internal_count=84473 7326 5661 77147 4995 3710 1243 1951 1176 2529 72152 13653 1281 1665 311 131 12372 913 2052 1665 387 519 279 3752 1530 477 419 340 330 1181 is_linear=0 shrinkage=0.04 Tree=25 num_leaves=31 num_cat=0 split_feature=28 28 23 28 23 30 30 28 0 28 0 30 24 28 30 30 28 18 23 28 28 18 16 31 11 21 19 2 24 28 split_gain=2019.16 241.19 246.647 141.618 108.588 43.5578 35.3144 33.8389 20.6531 20.4879 60.5639 23.3104 19.5367 18.4456 34.4642 15.2865 14.2601 12.5599 12.311 11.1603 10.7803 14.5102 10.6378 10.2991 9.88762 11.8759 9.07986 8.18263 7.7533 7.61539 threshold=14368.713704698568 12916.988773168969 -517.81200000000069 15106.599047551403 -713.79449999999986 158.44563702188896 261.77255289176111 13393.219174162363 20.500000000000004 16774.535920318976 21.500000000000004 410.28381991296442 -802.32700000000011 13890.480378080732 198.24590076939623 202.35369738708064 14760.040749986076 15073.071000000002 -887.43799999999999 14665.253411049778 12426.92047526729 13245.062000000002 14278.781000000001 18193.513880208335 -0.8783796973249266 15716.655000000001 15423.860000000002 5.5000000000000009 -1542.3362499999992 14714.822753354589 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 13 4 6 7 29 12 19 10 18 27 -4 -3 -15 -1 -8 -7 23 22 -17 -22 -6 -5 26 -26 -9 -12 -21 -2 right_child=3 2 5 9 8 17 16 24 -10 -11 11 -13 -14 14 -16 20 -18 -19 -20 28 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-46.986252092571739 -4.4497697359037698 -15.351506734039447 -8.6197605194833304 -1.6811167503451712 2.915577485727352 -2.0302281077600712 -11.144644259253958 -6.152547154467042 -8.7575166842966805 56.505787438973201 -1.6949490852988824 -4.0856029089210653 -7.7291126218256068 -4.7037255972509699 -15.030825853557982 -55.706431211457073 -5.0689053062080358 -10.521027537581839 10.388615446562692 -2.5481411971194179 -7.722810217308103 -32.450328758495885 -2.7124800131036095 1.9911028657841092 -3.586660885470184 -6.8705173800620472 -3.3233709294001081 0.31797628737125705 2.8109318749323648 -2.1404367301657277 leaf_weight=1440 236 817 222 703 471 1097 225 253 75 58166 578 252 518 287 323 81 232 58 10420 172 99 45 1141 1534 1328 329 96 499 2412 364 leaf_count=1440 236 817 222 703 471 1097 225 253 75 58166 578 252 518 287 323 81 232 58 10420 172 99 45 1141 1534 1328 329 96 499 2412 364 internal_value=0.00133311 -0.0192518 -0.0150991 0.00319102 -0.0031021 -0.00989387 -0.0145809 -0.0126351 -0.000261297 0.00365573 0.00228114 -0.00584199 -0.0199459 -0.0293287 -0.0240656 -0.0325405 -0.0229584 -0.00337662 0.00313408 0.000110582 -0.0228444 -0.0162778 -0.00250124 0.000441663 -0.00993819 -0.00864937 -0.0160573 -0.00327948 0.00173994 -0.0082 internal_weight=84473 6993 5328 77480 5328 3901 1057 2746 4271 72152 13986 1329 740 1427 610 1665 457 1155 12657 4196 225 144 1612 2237 2006 1657 349 1077 2584 600 internal_count=84473 6993 5328 77480 5328 3901 1057 2746 4271 72152 13986 1329 740 1427 610 1665 457 1155 12657 4196 225 144 1612 2237 2006 1657 349 1077 2584 600 is_linear=0 shrinkage=0.04 Tree=26 num_leaves=31 num_cat=0 split_feature=28 28 23 28 23 30 23 19 30 28 28 10 31 30 35 28 30 28 24 28 31 24 28 14 28 16 28 30 2 11 split_gain=1897.61 253.714 248.575 113.434 90.1468 36.3657 30.9489 30.17 25.6444 34.8686 24.1029 22.7932 43.5253 15.945 15.4466 16.2233 15.1469 14.7905 13.5756 15.5397 12.2631 9.61313 9.21238 8.63684 8.44786 9.08646 8.40994 7.61472 7.43119 7.39998 threshold=14426.416639559577 13044.508713858109 -531.10475000000122 15064.697432199633 -605.25100000000009 304.21974163512596 -193.72850000000014 15035.273750000002 188.46219366093661 13890.480378080732 13618.961938426417 0.91597561503675351 18327.469010416669 204.3741037008439 18629.371585565481 16966.138295572731 415.08111354901916 12620.403450404347 -276.59875000000005 12774.065400707994 15440.588828125003 -755.97925000000021 14714.822753354589 -0.36648370705903521 14714.822753354589 14493.713750000001 14714.822753354589 222.551602957055 3.5000000000000004 -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=1 7 8 4 5 26 10 18 9 -3 21 -5 14 29 15 16 -13 -9 -1 -20 -21 -4 -7 -19 25 -6 27 -2 -11 -8 right_child=3 2 6 11 24 22 13 17 -10 28 -12 12 -14 -15 -16 -17 -18 23 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-42.61611176374155 -3.1400797723299334 -8.7075676728682243 -7.2074553478087893 28.712258824884319 1.2430349887429484 -10.526875918712113 -6.7023622499978543 -42.921136090715571 -15.620551469105003 -2.1520758488932263 -4.0685525277567844 -1.8248684364729337 5.7105989178786993 -1.3604473451983603 1.6308565329872913 7.9564581180106329 -4.2760488315404714 -4.768785114881128 -52.531370458771129 -6.9027494819818394 -15.816254428998787 -6.1686331769378011 -4.5271035949150189 -11.453636039019871 2.311380040018173 -2.5136625471409957 -2.1773141089073964 -8.0194473809745901 -5.6161013287411867 -4.4385581292678316 leaf_weight=1273 236 397 289 64134 663 128 216 92 717 175 813 1040 6129 796 580 270 332 112 307 98 39 118 181 77 1994 879 489 92 120 1687 leaf_count=1273 236 397 289 64134 663 128 216 92 717 175 813 1040 6129 796 580 270 332 112 307 98 39 118 181 77 1994 879 489 92 120 1687 internal_value=0.00139656 -0.0180584 -0.0135 0.00324404 -0.00280395 -0.0126607 -0.00831947 -0.0302142 -0.0279092 -0.0224162 -0.0136066 0.00363303 0.00166735 -0.0059296 -0.00312871 -0.00511084 -0.00687464 -0.0180641 -0.0322027 -0.0261802 -0.0149781 -0.0215528 -0.0243495 -0.0116614 0.000334842 -0.00188846 -0.0082399 -0.0131951 -0.012 -0.00791802 internal_weight=84473 7326 5328 77147 4662 1126 3919 1998 1409 692 1220 72485 8351 2699 2222 1642 1372 281 1717 444 137 407 309 189 3536 1542 817 328 295 1903 internal_count=84473 7326 5328 77147 4662 1126 3919 1998 1409 692 1220 72485 8351 2699 2222 1642 1372 281 1717 444 137 407 309 189 3536 1542 817 328 295 1903 is_linear=0 shrinkage=0.04 Tree=27 num_leaves=31 num_cat=0 split_feature=28 28 23 28 23 30 28 24 30 28 10 28 30 28 0 30 28 11 19 13 28 30 23 35 28 16 32 9 30 30 split_gain=1783.24 252.621 254.531 92.7483 97.4101 36.2283 35.0228 37.1679 29.42 38.1866 24.9944 31.6351 17.9958 16.8154 62.073 18.6129 16.3002 13.5979 13.7671 11.3068 10.438 10.2112 9.93213 9.83087 9.37978 7.85542 7.67011 7.51793 8.45227 6.98466 threshold=14477.442080002065 12916.988773168969 -531.10475000000122 15373.870563268743 -545.30399999999997 304.21974163512596 13393.219174162363 -802.32700000000011 171.84667588445942 13890.480378080732 0.25881904510252057 12426.92047526729 234.56108118399774 16889.64037526316 21.500000000000004 340.95608111853102 14714.822753354589 -0.8783796973249266 16015.990000000002 0.99995780822346225 14714.822753354589 158.44563702188896 -1268.6815000000004 17143.6995952381 14857.708620351243 14778.366000000002 1798.8100533566987 0.60355339059327384 36.912391621208322 387.234946267238 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 8 4 5 20 7 -4 9 -3 11 -1 17 14 22 -16 -7 18 -8 27 -2 -9 29 -17 25 -6 -10 28 -19 -5 right_child=3 2 6 13 24 16 12 21 26 -11 -12 -13 -14 -15 15 23 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-54.30783730023294 -4.4444884885006406 -8.7639765002099477 -7.3750381177213047 0.53074591181360042 1.2532635470925622 -10.105800883576439 -5.9517231929808938 -6.6532767736145324 -15.115307081187298 -3.5905144425316053 -41.846876571090192 -10.263466571756272 -0.097573293627587002 57.349166759793462 -0.14656069244029241 -3.7494373436048654 -3.8863438012801783 0.12027865035426634 0.54830956106399376 -10.331845078450128 -1.8317403577922182 -3.9870375387780781 8.6168934388972431 -2.6720239683489577 5.387036357129789 -2.1364987166976266 -9.9074390185006038 -2.8264779359611487 -5.5198065765195325 -2.9321458305525319 leaf_weight=171 321 385 243 610 1244 108 398 518 781 287 1282 212 608 57167 552 218 380 121 86 41 1113 250 10563 540 3114 713 111 1538 627 171 leaf_count=171 321 385 243 610 1244 108 398 518 781 287 1282 212 608 57167 552 218 380 121 86 41 1113 250 10563 540 3114 713 111 1538 627 171 internal_value=0.00142592 -0.0169792 -0.0131505 0.00326107 -0.00113084 -0.00879917 -0.00825282 -0.0147933 -0.027023 -0.0207024 -0.0307628 -0.0217963 -0.00631881 0.00370095 0.00238154 -0.0058626 -0.0182131 -0.00766845 -0.0137686 -0.00639966 -0.00559554 -0.0104792 0.00333357 -0.0099314 0.00177559 -0.000394481 -0.0317848 -0.00602625 -0.00931551 -0.00101921 internal_weight=84473 7659 5994 76814 6993 1922 4430 1011 1564 672 1665 383 3419 69821 12654 1310 488 2811 484 2327 1434 768 11344 758 5071 1957 892 2286 748 781 internal_count=84473 7659 5994 76814 6993 1922 4430 1011 1564 672 1665 383 3419 69821 12654 1310 488 2811 484 2327 1434 768 11344 758 5071 1957 892 2286 748 781 is_linear=0 shrinkage=0.04 Tree=28 num_leaves=31 num_cat=0 split_feature=28 28 23 28 0 24 28 30 30 28 28 0 2 10 28 30 23 24 28 30 11 28 30 28 18 13 15 28 23 30 split_gain=1671.1 218.662 243.572 121.629 86.6421 50.7918 33.2887 54.2927 31.4953 30.6612 25.4164 67.1614 20.2679 15.9794 19.6865 14.9082 13.3949 13.3196 13.0923 10.9731 10.896 10.5118 10.267 10.2138 9.6465 9.5202 8.8304 8.77592 8.31055 7.79914 threshold=14368.713704698568 12774.065400707994 -424.55624999999958 15106.599047551403 20.500000000000004 -1542.3362499999992 13890.480378080732 213.12106874355172 158.44563702188896 13280.32026493133 16815.766769791775 21.500000000000004 5.5000000000000009 0.25881904510252057 12426.92047526729 261.77255289176111 -655.12250000000029 -802.32700000000011 14714.822753354589 387.234946267238 -0.8783796973249266 14665.253411049778 430.806655812781 14622.35758875419 15073.071000000002 0.99995780822346225 14445.040000000003 15373.870563268743 -927.98375000000112 100.6810832801167 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 6 4 5 15 29 28 9 17 11 16 22 14 -1 -2 19 -4 -6 27 -11 -17 -13 26 -10 -22 -7 -5 -8 -3 right_child=3 2 8 10 18 23 7 -9 24 20 -12 12 -14 -15 -16 21 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-52.135523808223596 -2.8521493179604129 -7.1663347035730691 -7.2133487319164127 -1.4513518732971502 -10.994888291979869 0.83246244133991809 -6.4664543105987455 -13.352940772990749 -2.0377845516686852 -5.3833701247699883 52.345403893591651 -2.4754784725841774 -0.1557379886336695 -46.051452958087495 -11.565338438477488 -9.7285875080102215 10.630930617215586 -7.251958891040382 -5.2146785974246805 -2.8669899665097875 -3.8163713380876092 -3.4598472954279802 -4.9252204545435658 2.1871366846717364 -12.011012072224073 -10.018613696997054 -3.0954323299426996 2.0050810248408792 -3.5565404635537528 -13.881994247621297 leaf_weight=171 802 262 149 416 109 619 56 296 1158 332 57833 687 530 1022 139 104 9842 526 180 245 1620 143 148 2694 35 38 677 2451 372 817 leaf_count=171 802 262 149 416 109 619 56 296 1158 332 57833 687 530 1022 139 104 9842 526 180 245 1620 143 148 2694 35 38 677 2451 372 817 internal_value=0.00148275 -0.0172441 -0.0138131 0.00317295 -0.00265916 -0.00143759 -0.0259501 -0.0193149 -0.00814101 -0.0105591 0.00360361 0.00209484 -0.00634432 -0.0318258 -0.023871 -0.00926978 0.0029841 -0.0179259 -0.0239585 0.000696658 -0.0080603 -0.0178623 -0.0102275 0.000621554 -0.00273931 -0.00673583 -0.0022963 0.001391 -0.0102056 -0.0304022 internal_weight=84473 6993 5661 77480 5328 5039 1803 724 3858 2665 72152 14319 1365 1332 310 1049 12954 675 289 3112 1990 247 835 3990 1193 1658 1296 2867 428 1079 internal_count=84473 6993 5661 77480 5328 5039 1803 724 3858 2665 72152 14319 1365 1332 310 1049 12954 675 289 3112 1990 247 835 3990 1193 1658 1296 2867 428 1079 is_linear=0 shrinkage=0.04 Tree=29 num_leaves=31 num_cat=0 split_feature=28 28 23 28 23 30 23 28 24 30 28 28 28 28 0 30 30 30 28 11 19 23 28 30 0 1 28 18 30 10 split_gain=1563.85 219.004 234.425 97.7013 86.0104 36.6997 32.7014 29.87 34.2579 29.4262 36.6515 26.589 22.5078 19.3513 64.4661 22.8206 13.2828 11.1952 10.8532 10.5479 10.7005 10.4883 9.55331 8.66577 11.1201 9.22329 8.59173 22.0472 8.41057 7.75388 threshold=14426.416639559577 12916.988773168969 -531.10475000000122 15373.870563268743 -545.30399999999997 304.21974163512596 -47.974499999998436 13393.219174162363 -802.32700000000011 188.46219366093661 13618.961938426417 12426.92047526729 14714.822753354589 17008.187519171075 21.500000000000004 425.19547666520094 234.56108118399774 173.39693547177228 14714.822753354589 -0.8783796973249266 16015.990000000002 -1268.6815000000004 14714.822753354589 340.95608111853102 22.500000000000004 1.5000000000000002 12620.403450404347 13858.7165 158.44563702188896 -0.78656609248549325 decision_type=2 2 2 2 2 2 2 2 2 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 5 22 26 8 -4 10 -3 -8 -7 14 21 23 19 -13 -6 20 -9 -5 -2 -16 25 -25 -1 -28 -10 -21 right_child=3 2 7 13 18 12 11 16 28 -11 -12 17 -14 -15 15 -17 -18 -19 -20 29 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-49.847704659276097 -4.1400810323485899 -9.3669205318627231 -6.5722047447267711 -0.70403543525388557 -1.028724892020308 -9.2664919109951622 -49.596200216943608 -5.5858494321834398 -6.0970673470283216 -14.171767608680479 -4.0644210975929465 -12.761200948814215 -3.6221069419352605 57.141729169814653 0.0115212637066716 -5.1183590439045314 -0.35935002927053578 -9.2517550338661358 3.9527644277908824 -6.5482942964787485 2.0116237626565003 8.306231402974527 -1.7095352589735069 -0.79438414311325589 -1.4172912073674631 -3.8152073696791349 -7.8818184794445925 -13.695939030361693 -3.7460446551602047 -3.1954020551986133 leaf_weight=736 382 329 243 839 1487 129 166 372 518 738 414 201 380 56168 587 233 573 117 3835 260 79 11358 1113 65 462 109 121 324 250 1885 leaf_count=736 382 329 243 839 1487 129 166 372 518 738 414 201 380 56168 587 233 573 117 3835 260 79 11358 1113 65 462 109 121 324 250 1885 internal_value=0.00152489 -0.0161365 -0.0123858 0.00320204 -0.00119247 -0.00825549 -0.0288889 -0.00754067 -0.0135272 -0.0260608 -0.0204415 -0.0201322 -0.0175324 0.00366314 0.00231246 -0.00564286 -0.0056308 -0.0133585 0.00146712 -0.00684746 -0.012408 0.00326211 -0.00509699 -0.00345707 -0.00669182 -0.0153103 -0.0324776 -0.0280899 -0.00938542 -0.00567832 internal_weight=84473 7326 5661 77147 7326 2004 1665 4180 1011 1481 743 484 509 69821 13653 1456 3169 318 5322 2596 451 12197 1495 1223 636 174 1181 445 768 2145 internal_count=84473 7326 5661 77147 7326 2004 1665 4180 1011 1481 743 484 509 69821 13653 1456 3169 318 5322 2596 451 12197 1495 1223 636 174 1181 445 768 2145 is_linear=0 shrinkage=0.04 Tree=30 num_leaves=31 num_cat=0 split_feature=28 28 23 28 23 23 28 30 28 30 28 0 30 30 28 28 23 15 11 30 0 30 19 9 30 0 10 1 19 0 split_gain=1479.3 228.818 217.897 82.3391 76.346 45.3186 39.157 38.0215 47.3942 30.2598 19.4062 59.953 20.5743 18.905 19.0612 17.4842 15.7516 12.177 11.2943 10.467 10.4039 9.93707 9.92602 10.2398 9.81766 10.0418 9.79032 9.65892 9.24532 8.87051 threshold=14477.442080002065 13044.508713858109 -531.10475000000122 15373.870563268743 -574.26899999999921 -127.36400000000138 12620.403450404347 213.12106874355172 13890.480378080732 304.21974163512596 17008.187519171075 21.500000000000004 447.85420867328548 202.35369738708064 13393.219174162363 14714.822753354589 -342.47550000000223 12748.679750000001 -0.8783796973249266 236.99294085646883 1.0000000180025095e-35 387.234946267238 14733.497500000003 0.78656609248549325 340.95608111853102 22.500000000000004 0.78656609248549303 1.5000000000000002 16015.990000000002 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 5 7 4 9 22 19 8 -3 -2 11 20 24 14 16 -11 -4 -8 28 -7 21 -5 -1 -24 -13 27 -15 -26 -16 -6 right_child=3 2 13 10 29 6 17 -9 -10 15 -12 12 -14 26 18 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-37.585319207736624 -2.0876809964677405 -7.8998543807179971 -6.1151321113879655 0.98707309175922475 1.8567163849713819 -45.503273458061301 -3.2870444933421545 -13.743019988506795 -3.5485822262900406 -8.9167862452140412 54.85606000302208 0.011060413158410522 -5.4980851115530411 -0.7172216125077624 -5.0561184844557729 -3.4444623669082448 -5.6700326524130018 -9.3944948683164089 -3.2879014932614381 -21.586466068178257 9.4318725324795345 -2.219358958023697 -43.29373557563499 -12.253199447056559 -0.76724075484285947 -1.5631678128452779 -14.793721399589366 -3.6847453763257847 0.18149763609333155 -6.3808727886347025 leaf_weight=1051 1345 477 131 1257 5076 316 211 622 393 107 56168 587 143 880 388 377 464 216 2199 50 10683 257 59 95 71 540 28 115 79 88 leaf_count=1051 1345 477 131 1257 5076 316 211 622 393 107 56168 587 143 880 388 377 464 216 2199 50 10683 257 59 95 71 540 28 115 79 88 internal_value=0.00157035 -0.0151931 -0.0110857 0.0032418 -0.000896325 -0.0268308 -0.0194048 -0.0242038 -0.0188046 -0.00791908 0.00365626 0.00230367 -0.00536813 -0.00639098 -0.00781233 -0.0164959 -0.0142857 -0.0111756 -0.00636759 -0.0290055 0.00321948 0.000116248 -0.0317178 -0.0222338 -0.00379893 -0.00690909 -0.00128634 -0.0149247 -0.0120171 0.00159101 internal_weight=84473 7659 5661 76814 6993 1998 793 1492 870 1829 69821 13653 1456 4169 3261 484 595 427 2666 366 12197 1514 1205 154 1313 726 908 186 467 5164 internal_count=84473 7659 5661 76814 6993 1998 793 1492 870 1829 69821 13653 1456 4169 3261 484 595 427 2666 366 12197 1514 1205 154 1313 726 908 186 467 5164 is_linear=0 shrinkage=0.04 Tree=31 num_leaves=31 num_cat=0 split_feature=28 28 23 28 0 30 28 24 28 18 21 28 28 0 30 0 30 28 24 11 28 23 20 10 1 30 17 19 2 28 split_gain=1356.37 238.134 230.553 59.966 65.1107 38.4497 49.5796 34.9402 34.2568 46.9139 27.2111 17.8388 13.5841 48.2559 21.3325 13.3666 15.5552 12.0868 11.8504 11.5181 10.969 10.7084 10.6219 10.1178 9.20609 9.593 9.26651 8.74708 8.34585 8.26907 threshold=14571.017363606739 12916.988773168969 -574.26899999999921 15764.515760885401 20.500000000000004 217.57206333132783 13890.480378080732 -1542.3362499999992 12620.403450404347 13775.090000000002 13265.297 14942.122918408239 17124.610530359405 21.500000000000004 425.19547666520094 20.500000000000004 204.3741037008439 13890.480378080732 -1130.834999999998 -0.8783796973249266 14124.611215006236 -369.98400000000032 17261.622250000004 -0.60355339059327384 1.0000000180025095e-35 134.68884295200994 17454.188500000007 15234.355750000001 5.5000000000000009 13393.219174162363 decision_type=2 2 2 2 2 2 2 2 2 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 5 4 7 6 -3 24 22 -10 17 -6 13 -5 28 16 19 18 -4 27 21 29 -1 -23 25 -2 -27 -12 -15 -21 right_child=3 2 10 12 11 -7 -8 -9 9 -11 15 -13 -14 14 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-46.183193100894421 0.6071427061355239 -8.5909223100040837 -6.7075333926042697 7.4637465250144706 -7.7166530886397426 -13.363819651550605 -3.4066389261797294 4.0414883813677047 -7.5387312024412552 -11.584627881126149 -5.3038086574603502 -3.0109062476670916 57.183831421265168 -1.6280619639068008 -4.7786347829275453 -22.142911919254711 -0.52911605623396596 -3.419718028710812 -5.3063908373080144 -6.0750562078048436 -1.26098916659291 -6.6789006771186665 -40.798211119009103 -3.1057389321005453 -0.9818841825199367 -5.8890185688052927 -1.94959893321184 -2.7430175573401732 1.4890226200183576 -3.8746695061520282 leaf_weight=864 143 485 109 10008 143 669 433 6796 311 355 323 560 55169 673 249 22 970 218 459 75 1285 170 135 1050 1546 179 290 198 392 194 leaf_count=864 143 485 109 10008 143 669 433 6796 311 355 323 560 55169 673 249 22 970 218 459 75 1285 170 135 1050 1546 179 290 198 392 194 internal_value=0.00162859 -0.0137009 -0.0103183 0.00330451 0.000359118 -0.0236244 -0.0183094 0.00127943 -0.0272312 -0.0202042 -0.00615573 -0.0113627 0.00373229 0.00247024 -0.00473668 -0.00490133 -0.00474091 -0.0129975 -0.0160704 -0.00605159 -0.00502668 -0.00736333 -0.0319159 -0.00577049 -0.00315477 -0.00730719 -0.0100725 -0.0115086 -0.0022723 -0.0145874 internal_weight=84473 8325 6660 76148 9657 1587 918 8954 1665 666 5073 703 66491 11322 1314 4287 4265 786 568 3295 2774 1489 999 1220 2158 612 469 521 1065 269 internal_count=84473 8325 6660 76148 9657 1587 918 8954 1665 666 5073 703 66491 11322 1314 4287 4265 786 568 3295 2774 1489 999 1220 2158 612 469 521 1065 269 is_linear=0 shrinkage=0.04 Tree=32 num_leaves=31 num_cat=0 split_feature=28 28 23 28 0 28 28 30 24 23 19 31 28 2 27 28 18 0 30 11 10 28 19 30 30 30 21 30 28 1 split_gain=1260.13 231.262 218.31 53.1393 81.4504 39.6318 38.3834 62.0995 34.478 25.7795 24.8996 22.9065 19.9543 16.1779 12.1112 11.8641 19.6231 11.7856 12.4485 13.3501 11.2408 10.9842 10.7449 10.5019 10.3014 9.42778 8.82606 7.70859 7.39579 7.27457 threshold=14622.35758875419 12774.065400707994 -558.38900000000001 16926.570188694081 21.500000000000004 13393.219174162363 13618.961938426417 213.12106874355172 -802.32700000000011 -468.55250000000063 14636.376500000002 18660.990291666672 14942.122918408239 5.5000000000000009 -498.00600000000298 12426.92047526729 13471.316000000001 20.500000000000004 232.17804441721577 -0.8783796973249266 -0.78656609248549325 13890.480378080732 16015.990000000002 304.21974163512596 41.427278077783598 158.44563702188896 13792.137500000003 267.75772236370017 15295.175242260191 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 10 6 4 9 8 -3 -8 24 11 15 23 -6 14 -14 -1 -17 18 19 22 -21 -22 -7 28 -4 -10 -12 -9 -2 -25 right_child=3 2 5 -5 12 17 7 27 25 -11 26 -13 13 -15 -16 16 -18 -19 -20 20 21 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-52.639981986991046 -1.7599774106549264 -12.943721420582641 -2.9003948520563188 47.767549010759979 -6.9770571003595805 -4.799594912765885 -3.2741324346908032 -6.1524759835304215 -5.6755245969172892 7.8120557184770387 -10.090040490391681 2.5279823473859704 -3.1460902726228563 -0.23271130817463001 -2.3168975547081367 -9.3553096802069327 -14.581154197964498 -18.032116606651496 0.60857175004309338 -5.7184436830069796 -3.9298194348686217 -0.92022342221855924 0.28395844307559026 -3.6377544122085581 -6.0274381380481952 -3.3739268576087471 -39.482398384492974 -12.186796518861996 1.2103343184989748 -1.7217881056490822 leaf_weight=583 956 543 38 56834 121 466 621 231 652 12068 152 2686 290 595 719 153 341 21 715 345 782 1804 109 279 307 315 103 377 828 439 leaf_count=583 956 543 38 56834 121 466 621 231 652 12068 152 2686 290 595 719 153 341 21 715 345 782 1804 109 279 307 315 103 377 828 439 internal_value=0.00168636 -0.0127706 -0.00998307 0.00333733 0.00150487 -0.00608282 -0.0222077 -0.0182945 -0.0121585 0.00233333 -0.0281021 -2.46722e-05 -0.00678261 -0.005601 -0.00868583 -0.0307632 -0.0262024 -0.00420368 -0.00405496 -0.00503594 -0.00394268 -0.0030379 -0.0106087 -0.00277858 -0.0230145 -0.00828542 -0.0168627 -0.0273816 -0.00113453 -0.00686351 internal_weight=84473 8658 7326 75815 18981 5554 1772 1229 1312 17256 1332 5188 1725 1604 1009 1077 494 4242 4221 3506 2931 2586 575 2502 345 967 255 608 1784 718 internal_count=84473 8658 7326 75815 18981 5554 1772 1229 1312 17256 1332 5188 1725 1604 1009 1077 494 4242 4221 3506 2931 2586 575 2502 345 967 255 608 1784 718 is_linear=0 shrinkage=0.04 Tree=33 num_leaves=31 num_cat=0 split_feature=28 28 23 23 28 10 31 0 28 30 30 30 2 19 30 28 6 24 28 27 28 19 28 18 28 9 21 31 27 2 split_gain=1173.72 228.041 166.387 88.5554 95.9219 51.7594 71.3942 33.0902 33.0048 34.0902 21.9419 16.4212 14.1774 32.6145 13.5041 11.6479 10.5238 9.46411 14.223 9.44011 9.23044 8.91193 8.50294 8.70738 8.48763 7.95431 7.63428 7.24511 7.18094 7.12338 threshold=14665.253411049778 13393.219174162363 -831.5402499999999 -303.65749999999929 12620.403450404347 0.78656609248549303 18392.264140625004 20.500000000000004 17276.846697237805 340.95608111853102 276.51810097865274 196.31510265881141 4.5000000000000009 15271.255000000001 146.15025406033249 12152.10306833303 1.0000000180025095e-35 -1278.1592500000004 12620.403450404347 -519.42200000000037 13807.518245009656 13683.337500000001 12426.92047526729 13471.316000000001 15295.175242260191 0.60355339059327384 14411.56875 19222.099750000005 -302.53375000000045 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 3 10 17 11 -2 8 12 9 24 20 22 16 26 21 -13 -4 -1 -19 -11 -3 -6 -5 -24 28 -15 -14 -8 -7 -22 right_child=5 2 7 4 14 6 27 -9 -10 19 -12 15 13 25 -16 -17 -18 18 -20 -21 29 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-21.39126196614481 25.277882166128347 -7.3687598478684002 -0.77624183573490901 -50.810308509604802 -4.2005490708100339 -3.6735173924567381 1.0429198285861678 -15.288246001912196 12.131308038138595 -3.6082974312619203 -11.689732958130294 -45.98308854272058 -5.311650044515889 -4.2873522497379994 -4.5336733376318055 -5.7604993620007656 -5.7585533153648623 -42.173816448351282 -6.6914340892320547 -2.7988670316365694 -3.6763957036753543 -7.121333998005217 -10.568016645818759 -12.640200445929597 0.38978869111419107 -1.2336459197870777 -4.3709528221288911 9.0605521942717058 -1.6047840770837638 -5.3217013260991859 leaf_weight=592 60714 151 2263 380 378 87 3035 63 940 425 350 32 404 591 389 65 307 212 306 983 248 443 114 86 1303 1246 231 7073 922 140 leaf_count=592 60714 151 2263 380 378 87 3035 63 940 425 350 32 404 591 389 65 307 212 306 983 248 443 114 86 1303 1246 231 7073 922 140 internal_value=0.00172566 -0.0119359 -0.00743143 -0.0209449 -0.0156714 0.00335296 0.00122914 -0.00465034 -0.00286695 -0.00455914 -0.0234016 -0.0277282 -0.00429036 -0.00645307 -0.00892562 -0.0124948 -0.00221012 -0.0299099 -0.0259614 -0.00946591 -0.0183377 -0.0118343 -0.0302759 -0.0236 -0.00157093 -0.00375177 -0.0142677 0.00311753 -0.00432507 -0.0150722 internal_weight=84473 8991 5994 2997 1887 75482 14768 5105 4660 3720 889 677 5042 2472 1210 97 2570 1110 518 1408 539 821 580 200 2312 1837 635 10108 1009 388 internal_count=84473 8991 5994 2997 1887 75482 14768 5105 4660 3720 889 677 5042 2472 1210 97 2570 1110 518 1408 539 821 580 200 2312 1837 635 10108 1009 388 is_linear=0 shrinkage=0.04 Tree=34 num_leaves=31 num_cat=0 split_feature=28 28 23 28 23 28 30 21 30 20 28 0 30 28 28 28 25 22 0 30 30 8 11 19 30 28 30 28 15 21 split_gain=1089.11 199.168 182.148 68.7565 51.6554 47.2082 70.2676 28.3733 24.8396 20.9109 19.1274 53.8813 25.9516 17.6658 13.9492 13.8188 13.1028 14.4483 12.6524 12.2648 11.7285 9.7125 9.52011 9.54181 9.2779 8.60353 8.55886 8.26494 7.82698 7.51513 threshold=14522.782134978535 12620.403450404347 -424.55624999999958 15569.011563839465 -468.55250000000063 13393.219174162363 225.0276895985867 13147.218750000002 247.77089641851128 16376.997000000001 17237.655672342295 20.500000000000004 430.806655812781 14714.822753354589 12152.10306833303 13890.480378080732 -1244.1315000000011 13791.202000000003 1.0000000180025095e-35 158.44563702188896 366.63986074815097 1.0000000180025095e-35 -0.8783796973249266 15234.355750000001 333.9124866812196 13280.32026493133 128.0182370224644 14857.708620351243 14910.008750000003 15362.028500000002 decision_type=2 2 2 2 2 2 2 2 2 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 5 4 8 -3 15 16 -2 -1 11 18 24 -10 -11 26 -4 -18 20 22 -5 -15 23 -9 -13 -24 -7 28 -6 -27 right_child=3 2 7 10 27 6 -8 19 13 14 -12 12 -14 21 -16 -17 17 -19 -20 -21 -22 -23 25 -25 -26 29 -28 -29 -30 -31 leaf_value=-41.100827790495245 -1.0523445196217744 -11.547709687314207 -4.0671020989344546 1.5573187697729629 0.12318431490981115 -2.5716606965605355 -10.537493052138453 -4.7580307745151327 -7.4659284915234512 -45.197808388211236 56.719122397885222 0.75995941945337298 -4.6884827351537233 -2.3116443300419096 -8.8326517519139962 -2.7942147035224658 -7.4046381880335286 -4.5258508872053254 11.335933869423172 -1.312546753064064 -1.8748159289064064 -5.4444258780716099 -5.3917189143664057 -1.6987648688002979 -1.7869366685079622 -1.3575046456234234 -4.6235449527911259 4.9863229778670028 -6.9528563581058336 -4.3723284333338155 leaf_weight=795 1755 582 428 1138 1517 161 553 275 131 59 54170 949 297 798 145 646 266 116 10387 1331 406 50 424 137 809 1374 230 3991 83 470 leaf_count=795 1755 582 428 1138 1517 161 553 275 131 59 54170 949 297 798 145 646 266 116 10387 1331 406 50 424 137 809 1374 230 3991 83 470 internal_value=0.00176402 -0.0122863 -0.00989961 0.00323223 -0.000199399 -0.0195175 -0.0159497 -0.00556648 -0.00470519 -0.028993 0.00365139 0.00233262 -0.00364963 -0.00981001 -0.0175686 -0.00980906 -0.0123951 -0.0177801 0.003363 -0.00418748 -1.55439e-05 -0.00769811 -0.00574627 -0.0113398 -0.00180205 -0.00473016 -0.0157442 0.00200393 -0.000425 -0.00354881 internal_weight=84473 7992 6993 76481 8325 2172 1590 4821 2734 999 68156 13986 2055 979 204 1037 810 382 11931 4011 1544 848 2680 412 1758 2268 391 5591 1600 1844 internal_count=84473 7992 6993 76481 8325 2172 1590 4821 2734 999 68156 13986 2055 979 204 1037 810 382 11931 4011 1544 848 2680 412 1758 2268 391 5591 1600 1844 is_linear=0 shrinkage=0.04 Tree=35 num_leaves=31 num_cat=0 split_feature=28 28 23 10 31 28 30 28 24 28 30 20 28 0 18 30 11 28 19 24 28 10 30 30 30 23 23 3 27 35 split_gain=1009.49 206.71 177.089 47.4115 61.7433 46.5526 38.4957 52.7117 34.3974 29.1903 29.5977 20.4994 16.0867 14.4369 12.7927 11.5107 12.9297 11.3811 9.94472 9.94306 9.76212 9.69194 9.62837 9.04724 9.04371 8.95705 8.74963 8.74012 8.03834 7.7467 threshold=14714.822753354589 12620.403450404347 -589.67700000000139 0.78656609248549303 18468.632505208338 13280.32026493133 242.5834431552278 13618.961938426417 -802.32700000000011 17354.197431334105 340.95608111853102 15895.796500000002 12152.10306833303 20.500000000000004 17065.147500000003 232.17804441721577 -0.8783796973249266 13890.480378080732 16015.990000000002 -351.75300000000146 12152.10306833303 -0.78656609248549325 105.04886393687062 146.15025406033249 436.49130984195347 -333.59850000000091 -1028.0459999999991 223.50000000000003 581.65774999999951 17689.14539434524 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 6 -2 9 8 7 22 -4 10 28 19 -13 15 -8 16 18 25 27 -1 -21 29 -3 -10 -12 -18 -9 -7 -5 -19 right_child=3 2 5 4 -6 13 14 26 23 -11 24 12 -14 -15 -16 -17 17 21 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-41.247444512702444 24.331072487592266 -7.1606548927133442 -5.9695519240763266 -0.32162950274849184 4.5405031057330083 -4.7138345105388924 -14.011540399894098 -4.3009002029182772 -6.112948502384687 11.640840403377013 -2.150670302817804 -41.830337312905264 -9.7328329643097806 -16.646800148878562 -8.0401608457357909 0.83471505997317674 -4.4677979370584504 -2.9361933854127198 0.33926217769330619 -68.385535884532899 -10.368874035979232 -0.60182820038310147 -9.4078261335554298 -4.408682043898807 -4.3119323103021845 -3.2779562937663038 -2.9527651154628662 -2.088163505490682 -4.3977084426338662 -5.9836034924828487 leaf_weight=526 60495 73 381 2245 9807 364 361 121 672 968 1148 75 174 31 293 855 259 219 123 82 142 2128 366 321 332 805 659 165 154 129 leaf_count=526 60495 73 381 2245 9807 364 361 121 672 968 1148 75 174 31 293 855 259 219 123 82 142 2128 366 321 332 805 659 165 154 129 internal_value=0.00181516 -0.0105989 -0.00853574 0.00335541 0.00131404 -0.00539244 -0.0193636 -0.0151632 -0.0119243 -0.0023792 -0.00392988 -0.0277918 -0.0178474 -0.00362505 -0.0271927 -0.0034579 -0.00432061 -0.00336723 -0.00949693 -0.0310933 -0.0240357 -0.00188045 -0.0262506 -0.00800403 -0.00837838 -0.00682707 -0.00892308 -0.011879 -0.00118549 -0.00806897 internal_weight=84473 9324 8325 75149 14654 6452 1873 1219 1374 4847 3879 999 249 5078 654 5047 4192 3540 652 750 224 2476 439 993 1480 1064 780 529 2399 348 internal_count=84473 9324 8325 75149 14654 6452 1873 1219 1374 4847 3879 999 249 5078 654 5047 4192 3540 652 750 224 2476 439 993 1480 1064 780 529 2399 348 is_linear=0 shrinkage=0.04 Tree=36 num_leaves=31 num_cat=0 split_feature=28 28 23 28 23 28 30 28 24 28 0 30 27 20 28 0 30 30 2 30 24 28 21 27 30 0 33 1 1 27 split_gain=934.465 174.337 151.7 69.3232 44.3035 34.8115 32.3913 42.4771 32.3782 22.7166 54.5849 22.1857 21.5604 21.0117 14.059 13.9601 11.8514 11.0043 9.9777 9.62047 9.26277 9.30333 8.7243 8.57967 8.23652 8.17881 8.83003 8.09383 7.54323 7.52324 threshold=14522.782134978535 12620.403450404347 -589.67700000000139 15411.036088599043 -468.55250000000063 13280.32026493133 276.51810097865274 13618.961938426417 -802.32700000000011 17315.650473998099 20.500000000000004 430.806655812781 -354.55500000000023 15895.796500000002 12152.10306833303 1.0000000180025095e-35 366.63986074815097 114.38058721597183 1.5000000000000002 213.12106874355172 -351.75300000000146 12152.10306833303 14112.785000000002 -519.42200000000037 44.719500166895713 8.5000000000000018 12566.870000000001 2.5000000000000004 1.0000000180025095e-35 -673.45699999999658 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 6 4 12 8 7 17 24 10 15 23 -2 20 -15 16 -5 -3 -7 -9 -1 -22 -20 27 -4 26 -10 -12 -14 -6 right_child=3 2 5 9 29 18 -8 19 25 -11 11 -13 28 14 -16 -17 -18 -19 22 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-39.597546732194338 -4.4396684063433112 -6.2516524289519158 -2.1001820267095335 1.2121306758026991 -8.35134430647879 -0.74749521619693982 -13.293224986398643 -2.7956528139139278 -3.3370419176733144 57.013671255793682 -1.2135773460056569 -4.2036820891609716 -2.8637504610930051 -40.157123820389046 -9.3435196457373948 9.3812806218865941 -1.8769295719051604 -9.8759712408335698 -4.3060651922549393 -4.7801013733062181 -65.650114449151602 -9.9541190745400563 -2.7442436037494145 -0.10478206227957039 -6.0429684405464492 -16.77366531761017 -6.0686075255150937 -5.7014756559614579 -1.2138591050126062 1.7617619147483361 leaf_weight=526 297 90 53 1278 57 1213 351 476 517 53504 399 328 500 75 174 11976 441 396 823 240 82 142 2030 1436 328 52 424 126 1441 4698 leaf_count=526 297 90 53 1278 57 1213 351 476 517 53504 399 328 500 75 174 11976 441 396 823 240 82 142 2030 1436 328 52 424 126 1441 4698 internal_value=0.00185446 -0.0111602 -0.00892721 0.00321445 -0.000581724 -0.00577941 -0.0199536 -0.0168319 -0.0112838 0.00359648 0.00227327 -0.0034443 -0.00522252 -0.0267908 -0.0167229 0.00322892 -0.000141943 -0.0259588 -0.00391933 -0.0106369 -0.0301333 -0.0233214 -0.00521136 -0.00183376 -0.0211968 -0.00748036 -0.00662699 -0.00620952 -0.00368676 0.00160252 internal_weight=84473 7992 6993 76481 6993 5440 1553 1202 1374 69488 15984 2289 2238 999 249 13695 1719 486 4066 716 750 224 2853 1961 381 993 941 525 1941 4755 internal_count=84473 7992 6993 76481 6993 5440 1553 1202 1374 69488 15984 2289 2238 999 249 13695 1719 486 4066 716 750 224 2853 1961 381 993 941 525 1941 4755 is_linear=0 shrinkage=0.04 Tree=37 num_leaves=31 num_cat=0 split_feature=28 28 23 31 28 0 21 2 31 30 24 10 25 14 31 0 27 28 30 11 28 28 28 23 19 30 28 1 1 0 split_gain=875.404 180.001 150.106 55.2366 48.8076 64.2475 38.8476 37.7293 36.1522 22.0461 21.1391 18.3752 16.3635 20.2879 15.2633 15.2608 14.308 12.7233 11.292 11.8801 9.92258 9.87144 8.7809 8.47324 8.3497 8.22641 7.36519 7.14135 7.10379 11.7174 threshold=14714.822753354589 12426.92047526729 -424.55624999999958 16688.578372395838 17162.107960079811 20.500000000000004 13147.218750000002 1.0000000180025095e-35 14692.766341145836 415.08111354901916 -1542.3362499999992 0.60355339059327384 -1244.1315000000011 -0.6652727025667432 18705.776000000002 5.5000000000000009 -699.04449999999986 12152.10306833303 158.44563702188896 -0.8783796973249266 16282.300515176774 14052.992667229033 13280.32026493133 -1201.4450000000004 15308.182500000001 130.76805520427573 14984.045590740936 1.0000000180025095e-35 1.5000000000000002 22.500000000000004 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 15 3 7 5 10 12 8 25 20 14 -9 -4 -14 27 -1 -8 -17 19 24 28 -5 -21 -23 -18 -3 -12 -2 -7 -30 right_child=4 2 6 21 -6 9 16 11 -10 -11 26 -13 13 -15 -16 17 18 -19 -20 22 -22 23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-44.075069746693565 -1.8306954710211512 -5.5246002926090965 -3.9844757004916431 -4.7910475131933596 48.659680216101265 -0.87957864047026046 -14.351633061512883 0.11296479851720349 -1.8276203566164331 -3.7063888063407768 0.31433411867794347 -10.280883275747552 -8.1979568323644134 -4.8827333523172403 2.1253226668540663 -42.665959257168289 -4.1562235007413788 -6.8909688472140296 -0.54652730696518459 -4.8007741153578509 0.048441131407899719 -6.2466162144667194 -1.7506568379958203 -2.2392344631334495 -1.9295489189882546 -9.4505090564017031 8.5724576003105746 -0.63641583370201504 -4.2105040771995927 -1.7018501041251792 leaf_weight=495 657 86 520 274 54836 437 40 43 379 401 1461 963 171 292 2491 101 333 70 1622 485 987 28 2357 669 171 225 11921 1398 288 272 leaf_count=495 657 86 520 274 54836 437 40 43 379 401 1461 963 171 292 2491 101 333 70 1622 485 987 28 2357 669 171 225 11921 1398 288 272 internal_value=0.00190513 -0.00965508 -0.00811365 -0.0160075 0.00333945 0.00166455 -0.00459957 -0.0203632 -0.0131594 -0.00450314 0.00248505 -0.0253042 -0.0118698 -0.0173391 0.000128465 -0.0296937 -0.00317252 -0.0193918 -0.00298068 -0.00430843 -0.00277419 -0.00839959 -0.00330471 -0.00587087 -0.00996825 -0.0232669 0.00328561 -0.00242336 -0.00558877 -0.00857143 internal_weight=84473 9324 8658 2667 75149 20313 5991 1696 690 2385 17928 1006 983 463 4546 666 5008 171 4968 3346 1984 971 2842 697 504 311 13382 2055 997 560 internal_count=84473 9324 8658 2667 75149 20313 5991 1696 690 2385 17928 1006 983 463 4546 666 5008 171 4968 3346 1984 971 2842 697 504 311 13382 2055 997 560 is_linear=0 shrinkage=0.04 Tree=38 num_leaves=31 num_cat=0 split_feature=28 28 24 28 28 30 0 10 31 28 30 28 24 18 30 0 0 30 1 28 2 28 2 29 35 2 13 14 10 30 split_gain=818.176 141.823 117.548 86.0353 41.3023 49.8725 41.0157 31.7052 42.3766 25.6734 31.5602 24.5709 19.6766 17.4427 16.6671 15.8852 13.9092 13.1804 13.1705 12.6714 12.2351 10.5546 10.0403 9.54131 9.17969 9.0021 7.75337 7.39683 6.79696 6.59054 threshold=14368.713704698568 12426.92047526729 -1201.8117499999987 15184.224550823004 13393.219174162363 250.60493373101357 20.500000000000004 0.78656609248549303 18596.266802083337 17468.292563711151 382.83309963825548 13044.508713858109 -480.34399999999999 13364.307500000001 33.727201181117621 5.5000000000000009 20.500000000000004 68.153762137691203 1.0000000180025095e-35 12152.10306833303 5.5000000000000009 14714.822753354589 1.5000000000000002 17916.901964142515 17480.098720982143 1.5000000000000002 0.35846314187849709 -0.55656394595157355 -0.70710678118654757 130.76805520427573 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 4 6 29 20 12 -5 9 10 24 13 17 27 -15 -1 22 -2 -19 -17 -6 -8 -13 -12 -9 -16 -22 -4 -14 -3 right_child=3 2 11 7 5 -7 21 8 -10 -11 23 16 28 14 25 19 -18 18 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-42.312066956825809 0.7261705179640362 -5.6714427463441748 0.4337752598484641 26.985372811671322 -2.5985895464792934 -11.083127221084114 -7.2422016682642418 -1.6441217164868527 5.0428155135369392 11.231379389833746 -2.2467228557045122 -0.70080359190450847 -2.8214425096925897 -0.97221321594929588 -4.5132615580574678 -40.959320886881549 -18.824537934245448 -3.5988783954854986 -1.413300534631593 -6.6153300933254684 -4.5675700577880667 -4.0674798439399824 -3.7292807327297401 -4.929344531284527 0.60590727995239446 -7.835652754274955 -3.8814001337763782 -7.281942541527199 3.8225886758436212 -12.557802299249854 leaf_weight=495 743 265 193 58156 606 314 109 786 8947 1085 662 1092 606 120 112 101 29 542 1496 70 172 223 2364 257 1593 344 121 270 2275 325 leaf_count=495 743 265 193 58156 606 314 109 786 8947 1085 662 1092 606 120 112 101 29 542 1496 70 172 223 2364 257 1593 344 121 270 2275 325 internal_value=0.00192833 -0.0111752 -0.00932701 0.003111 -0.0179634 -0.0137411 -0.00149216 0.00349696 0.00173743 -0.00148483 -0.00324075 -0.00588506 -0.000690922 -0.0112839 -0.0159306 -0.0287327 -0.00427547 -0.00309097 -0.00475368 -0.0182222 -0.00894772 -0.0151566 -0.00404398 -0.00953645 -0.000808743 -0.0194211 -0.0156587 -0.00550324 0.00162582 -0.0266441 internal_weight=84473 6993 6327 77480 1803 1213 5994 71486 13330 4383 3298 4524 5662 1039 576 666 3485 2781 2038 171 899 332 3456 919 2379 456 293 463 2881 590 internal_count=84473 6993 6327 77480 1803 1213 5994 71486 13330 4383 3298 4524 5662 1039 576 666 3485 2781 2038 171 899 332 3456 919 2379 456 293 463 2881 590 is_linear=0 shrinkage=0.04 Tree=39 num_leaves=31 num_cat=0 split_feature=28 28 23 28 0 28 28 30 24 30 23 30 28 31 27 27 0 28 30 1 30 31 30 28 16 30 32 27 28 30 split_gain=760.623 159.067 119.96 52.6054 73.4867 47.0955 34.8139 30.0966 28.6304 22.0705 20.4298 17.5541 21.2342 17.3742 13.0249 12.7929 12.7854 12.6714 11.3214 10.9678 10.8629 8.01697 7.50573 7.48988 8.86402 8.31819 8.08485 7.37203 7.10925 7.20127 threshold=14714.822753354589 12426.92047526729 -589.67700000000139 17315.650473998099 20.500000000000004 13280.32026493133 14052.992667229033 307.32529824101994 -681.19874999999945 415.08111354901916 -444.80800000000085 236.99294085646883 13393.219174162363 19222.099750000005 -498.00600000000298 -686.26699999999971 5.5000000000000009 12152.10306833303 396.59994962553634 1.5000000000000002 33.727201181117621 14860.111640625 146.15025406033249 13890.480378080732 14221.826750000002 76.597929307631333 1598.3818263668325 581.65774999999951 12774.065400707994 80.74372426198012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 6 4 10 8 11 21 20 14 13 12 -3 18 19 -7 -1 -18 27 -6 -4 -8 -10 26 -25 -26 -17 -2 -22 -30 right_child=3 2 5 -5 9 15 7 -9 22 -11 -12 -13 -14 -15 -16 23 17 -19 -20 -21 28 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=-40.6195842785528 -0.068514092894967613 -9.6997788855304172 -0.53606734578730098 52.032797851772337 -0.7980016101059646 -11.456734521807943 -6.5212761733509135 -7.5527407684602599 -5.5528261331591251 -3.6527024232526593 7.1657353912066188 -13.416624332705929 -3.0995865700533045 4.0022370511130516 -0.57690643618996473 -0.76599702807788039 -39.320948051406312 -6.3507168895924444 -3.2415172287002831 -4.1056765918926015 -7.1261211572027978 -1.8492210021317033 -4.0222886060390675 0.71885973528328284 -0.30299204888970843 -3.1036528977577786 -4.0603310742908505 -3.119108295960757 -2.5897371860099838 -4.9206369379961243 leaf_weight=495 3035 321 60 53504 295 48 58 219 745 500 13184 282 380 2282 1554 532 101 70 250 316 168 641 376 1462 984 1100 952 229 146 184 leaf_count=495 3035 321 60 53504 295 48 58 219 745 500 13184 282 380 2282 1554 532 101 70 250 316 168 641 376 1462 984 1100 952 229 146 184 internal_value=0.00196148 -0.00881424 -0.00736521 0.00329846 0.00163456 -0.00486784 -0.016242 -0.0106405 -0.0106754 -0.00458537 0.0025079 -0.021473 -0.0180827 0.000528641 -0.00283603 -0.00294762 -0.0276517 -0.0182222 -0.0012362 -0.00778396 -0.0180789 -0.00658655 -0.00699019 -0.00275149 -0.00175296 -0.00342802 -0.00513747 -0.000607843 -0.0200161 -0.0166061 internal_weight=84473 9324 8658 75149 21645 6757 1901 918 1679 2665 18980 983 701 5796 2165 5078 666 171 3514 611 558 699 1121 5030 3546 2084 1484 3264 498 330 internal_count=84473 9324 8658 75149 21645 6757 1901 918 1679 2665 18980 983 701 5796 2165 5078 666 171 3514 611 558 699 1121 5030 3546 2084 1484 3264 498 330 is_linear=0 shrinkage=0.04 Tree=40 num_leaves=31 num_cat=0 split_feature=28 28 23 28 28 0 24 30 18 23 23 31 28 22 30 29 27 30 23 1 31 27 30 11 30 30 19 15 14 31 split_gain=697.401 142.757 110.421 51.7478 50.0532 74.5045 47.8933 28.4732 23.786 18.7283 16.863 16.0245 13.6305 13.4753 12.8541 13.2087 12.2336 11.4566 9.81275 9.19745 9.11595 8.57889 8.53989 9.6143 8.14703 7.25497 7.18178 6.35915 6.33709 6.21594 threshold=14760.040749986076 13044.508713858109 -792.69900000000041 12152.10306833303 17468.292563711151 20.500000000000004 -681.19874999999945 430.806655812781 17258.705250000003 -444.80800000000085 -333.59850000000091 19222.099750000005 13890.480378080732 12599.583000000002 276.51810097865274 14349.067484604699 -553.00049999999817 396.59994962553634 -1222.5500000000009 1.5000000000000002 14230.702734375 -699.04449999999986 158.44563702188896 -0.8783796973249266 132.08540976130013 66.029477586038738 15234.355750000001 17454.410750000003 -0.99983123799342477 18863.309734375005 decision_type=2 2 2 2 2 2 2 2 2 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 8 -1 5 9 25 16 14 11 12 17 24 -8 15 -3 19 -2 -10 -7 -14 -12 23 26 -4 -5 -23 -9 -25 -22 right_child=4 2 10 6 -6 7 13 27 18 -11 21 -13 20 -15 -16 -17 -18 -19 -20 -21 29 22 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-49.565903783275779 -0.17904350982616155 -7.5705918041266012 -2.5859297706273212 -4.9732853299427022 56.435589588324468 -1.2537325861929685 -8.2738678230449167 -2.8001245987156631 -6.729761516097315 7.5221510250943426 -7.872844387622953 3.9856799077037368 -9.6313016648375314 -4.9954903025298245 -11.071916578350047 -3.3764223597443244 -0.70022229050554008 -2.9441984518247479 -3.4295079637365995 -4.0612518832194731 -1.551809284301441 -3.8486439175151959 0.22209292169952138 -8.2097859855082689 -7.3240513801931693 -11.13511918960446 -1.6702875723891006 -5.7039162134046828 -1.6456644728436864 -4.4911695167210164 leaf_weight=333 3199 164 413 158 52172 314 229 204 79 13813 33 2486 29 803 271 243 1854 250 442 314 993 252 1593 26 222 475 201 210 2650 48 leaf_count=333 3199 164 413 158 52172 314 229 204 79 13813 33 2486 29 803 271 243 1854 250 442 314 993 252 1593 26 222 475 201 210 2650 48 internal_value=0.00199652 -0.00811971 -0.00563572 -0.0176416 0.00330229 0.00173185 -0.0147628 -0.00425967 -0.016784 0.00261049 -0.00356656 0.000731255 -0.00697947 -0.00944961 -0.0217227 -0.0172285 -0.00263981 -0.00103334 -0.010357 -0.00746497 -0.0042243 -0.0023428 -0.00220076 -0.00341451 -0.011622 -0.023425 -0.00880353 -0.013971 -0.00250224 -0.00360807 internal_weight=84473 9657 7659 1998 74816 22644 1665 2896 1199 19748 6460 5935 1705 1032 678 407 2482 3449 521 628 1070 4755 4722 3129 635 633 453 414 2676 1041 internal_count=84473 9657 7659 1998 74816 22644 1665 2896 1199 19748 6460 5935 1705 1032 678 407 2482 3449 521 628 1070 4755 4722 3129 635 633 453 414 2676 1041 is_linear=0 shrinkage=0.04 Tree=41 num_leaves=31 num_cat=0 split_feature=28 28 28 24 23 10 31 28 30 27 21 30 28 0 18 14 25 28 30 28 32 2 34 23 1 30 30 28 16 15 split_gain=643.169 99.1359 96.6333 90.7157 32.2293 29.3651 35.4327 23.8275 33.0455 20.9492 19.9821 18.0844 17.5135 15.6533 13.8954 10.6912 16.7919 10.4632 10.0167 9.66738 9.64147 9.28797 8.85048 21.6033 7.71413 9.68176 7.54236 7.36272 10.0363 7.71313 threshold=14247.063513330953 12426.92047526729 15373.870563268743 -1354.2139999999997 -342.47550000000223 0.91597561503675351 18844.809231770836 13393.219174162363 276.51810097865274 -121.14350000000012 12906.110000000002 370.86425803107755 12152.10306833303 20.500000000000004 12888.561000000003 -0.6652727025667432 -1244.1315000000011 17671.635508148571 485.82691111126024 14809.799765270784 1386.2352977427358 1.5000000000000002 18620.092000000004 -326.08125000000013 1.0000000180025095e-35 114.38058721597183 130.76805520427573 14857.708620351243 14221.826750000002 14910.008750000003 decision_type=2 2 2 2 2 2 2 2 2 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 4 7 9 22 11 26 -9 19 15 -7 -1 21 -14 16 -5 18 -13 20 -2 -12 23 -4 25 -11 -3 28 -6 -30 right_child=2 3 5 10 27 6 -8 8 -10 24 13 17 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-47.583267631944757 -5.9168049803926079 -5.8807546040346939 -2.1306805880187252 -3.6710456240984612 3.9277552643126352 0.30478360677089478 4.5790296149066307 -3.2249756665942333 -10.944866123334734 -0.2592123169489734 -1.040313868397462 -2.2202446705000236 -5.68681978176655 -18.192233891592924 -10.9126547219232 -3.7831490861837014 -7.4108566410105219 9.47130342130753 -5.6900541766947041 -2.1474597070408894 -4.2181562508269632 -3.6664581595031795 27.099027763743578 6.7090946643527118 -0.72616438717819976 -3.1715867049371766 -11.172500425813837 3.08505570070569 -1.2706498963224733 -8.1896429661647492 leaf_weight=333 130 180 487 105 848 1513 4999 730 180 259 1175 910 107 32 226 443 154 167 163 358 176 2355 59024 2558 1870 410 307 2614 1590 70 leaf_count=333 130 180 487 105 848 1513 4999 730 180 259 1175 910 107 32 226 443 154 167 163 358 176 2355 59024 2558 1870 410 307 2614 1590 70 internal_value=0.00203535 -0.0102311 0.00302849 -0.00851369 -0.00104504 0.00351419 0.00119298 -0.0173601 -0.0135385 -0.00419232 -0.00561538 -0.00245114 -0.0248288 -0.00439978 -0.0183423 -0.0117835 -0.0182394 -0.00603226 -0.00748183 -0.0105181 -0.0157386 -0.00414731 0.00380409 0.00170115 -0.00253801 -0.00622421 -0.024501 0.000923077 -0.000625199 -0.00243373 internal_weight=84473 6327 78146 5661 8325 69821 7752 1397 910 3203 4264 2753 666 3562 333 702 259 1240 1073 664 306 3530 62069 3045 2539 669 487 5122 2508 1660 internal_count=84473 6327 78146 5661 8325 69821 7752 1397 910 3203 4264 2753 666 3562 333 702 259 1240 1073 664 306 3530 62069 3045 2539 669 487 5122 2508 1660 is_linear=0 shrinkage=0.04 Tree=42 num_leaves=31 num_cat=0 split_feature=28 28 23 28 0 28 18 18 30 24 28 23 31 0 27 1 23 30 30 29 30 22 1 16 30 28 30 10 27 18 split_gain=594.531 123.6 96.4402 52.1755 74.118 43.4601 36.5253 24.4359 23.5867 18.4921 16.8635 16.2339 13.2675 12.2099 12.1789 11.6774 11.2001 9.75066 9.16832 13.4571 8.62358 8.58195 8.16392 7.75704 7.64375 7.63871 7.30018 6.81182 6.64205 6.5646 threshold=14760.040749986076 12916.988773168969 -792.69900000000041 17509.054711704888 20.500000000000004 12152.10306833303 13858.7165 17143.635000000006 430.806655812781 -1462.6187499999994 13807.518245009656 -350.79700000000042 19222.099750000005 20.500000000000004 -498.00600000000298 2.5000000000000004 -1179.4325000000006 56.483178587018045 276.51810097865274 14349.067484604699 348.04149266744224 12599.583000000002 1.0000000180025095e-35 14161.378750000002 130.76805520427573 15064.697432199633 76.597929307631333 -0.78656609248549325 581.65774999999951 15073.071000000002 decision_type=2 2 2 2 2 2 2 2 2 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 7 4 9 -1 21 18 14 12 11 24 20 23 15 -6 -9 -8 19 -3 28 -7 -22 -12 -4 -11 -25 -28 -2 -29 right_child=3 2 10 -5 8 6 17 16 -10 25 13 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 26 -26 -27 27 29 -30 -31 leaf_value=-45.67993692666699 0.25461826935710363 -7.5482652970268838 -2.3126206177805191 54.959373339057727 -1.6427779413980179 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-0.0218439 -0.0208834 -0.0171111 -0.0012437 -0.00839437 -0.0058324 -0.00166516 -0.0116051 0.00327204 -0.00291011 -0.00460729 -0.000232978 -0.0037946 internal_weight=84473 9657 7992 74816 22977 1665 1332 1236 2964 20013 6756 2278 5122 4478 2522 719 593 551 643 396 2975 781 537 4420 628 14891 2848 1673 2438 1519 internal_count=84473 9657 7992 74816 22977 1665 1332 1236 2964 20013 6756 2278 5122 4478 2522 719 593 551 643 396 2975 781 537 4420 628 14891 2848 1673 2438 1519 is_linear=0 shrinkage=0.04 Tree=43 num_leaves=31 num_cat=0 split_feature=28 28 23 28 0 24 28 28 30 30 28 24 24 27 31 0 22 30 30 1 28 30 32 27 30 16 11 28 19 30 split_gain=547.241 114.313 85.1305 49.7216 73.2917 31.9848 26.5939 25.2936 24.2407 22.8998 20.3508 17.4365 17.4326 14.7717 13.4516 13.1189 11.5198 10.1087 8.99391 8.85547 8.39542 8.39158 7.72379 7.66362 7.4134 6.80502 6.64853 6.60532 6.25608 6.24057 threshold=14809.799765270784 12774.065400707994 -792.69900000000041 17627.962341629853 20.500000000000004 -614.20624999999916 13717.198551583459 12152.10306833303 465.7230198957422 320.20167226405954 13807.518245009656 -735.86874999999952 -1462.6187499999994 -660.3150000000004 19634.537109375004 20.500000000000004 12599.583000000002 87.145311620037361 370.86425803107755 2.5000000000000004 15528.768834958275 194.15771690494861 1925.0632177216314 -686.26699999999971 62.895296004515885 14161.378750000002 -0.8783796973249266 14124.611215006236 16015.990000000002 382.83309963825548 decision_type=2 2 2 2 2 2 2 2 2 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 6 4 12 24 21 22 13 27 11 17 14 19 18 23 -9 -4 20 -6 -2 -3 -7 -12 -1 -25 28 -8 -27 -15 right_child=3 2 10 -5 8 7 9 16 -10 -11 15 -13 -14 29 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31 leaf_value=-11.850915133573451 -1.0387599982509852 -5.8593279539348497 -2.1876961127406989 57.577012590068811 -1.8076384276849833 -45.586735094602034 -4.2506677536305508 -8.047604885219922 -5.7965303844313976 -6.3115966883492947 -8.0057444677296914 -2.8304758649062856 6.4958898129878948 -0.064004539241242248 5.4942865629835174 -7.7428070530063327 -5.1612225396407494 -4.5292149412485765 -1.8745500411359153 -5.4803354973170757 1.2593384300087898 -11.337854684966258 -2.9738663681154986 0.68924417717013342 -23.672796836101263 -2.622290011325163 -1.0875061091284068 -1.7603476945922052 1.1014644596016951 -1.6916460549108407 leaf_weight=125 1315 154 406 50840 450 181 235 173 241 239 43 1676 15290 1670 1643 64 449 501 434 149 1792 207 27 1592 377 482 2442 492 125 659 leaf_count=125 1315 154 406 50840 450 181 235 173 241 239 43 1676 15290 1670 1643 64 449 501 434 149 1792 207 27 1592 377 482 2442 492 125 659 internal_value=0.00210827 -0.00668268 -0.00500439 0.00328735 0.00177186 -0.0175916 -0.0143271 -0.0127711 -0.00388892 -0.0108654 -0.00331687 -0.00617422 0.00264804 -0.00288525 0.000643519 -0.00176243 -0.00873312 -0.0106417 -0.000744422 -0.00848748 9.01206e-06 -0.02359 -0.0248462 -0.00151665 -0.0255618 -0.00136091 -0.00246769 -0.00733425 -0.00621417 -0.0014444 internal_weight=84473 9990 8658 74483 23643 1332 1327 830 3169 966 7331 2583 20474 2928 5184 4748 622 907 3541 599 3107 361 208 4684 502 4641 3049 727 607 2329 internal_count=84473 9990 8658 74483 23643 1332 1327 830 3169 966 7331 2583 20474 2928 5184 4748 622 907 3541 599 3107 361 208 4684 502 4641 3049 727 607 2329 is_linear=0 shrinkage=0.04 Tree=44 num_leaves=31 num_cat=0 split_feature=28 28 23 28 24 28 0 30 30 0 25 24 28 27 14 31 31 28 30 30 32 27 28 16 32 1 28 30 14 23 split_gain=503.78 106.482 55.1615 48.805 45.6174 44.6919 67.6442 23.1353 21.9565 17.8945 17.709 16.1138 15.9362 13.5904 13.5613 12.6787 10.6984 10.2514 9.21697 8.296 8.08117 7.73847 7.68002 8.53808 7.51343 7.43811 6.88357 6.8539 6.78423 6.38985 threshold=14899.399445517796 13280.32026493133 -812.17424999999901 12152.10306833303 -1316.3049999999992 17671.635508148571 20.500000000000004 330.28134992691815 465.7230198957422 20.500000000000004 -1431.9474999999982 -1462.6187499999994 14124.611215006236 -646.5650000000004 -0.73865259438682551 19634.537109375004 15333.129614583335 14665.253411049778 370.86425803107755 265.03672870732129 1925.0632177216314 -634.22799999999722 14124.611215006236 14161.378750000002 1598.3818263668325 2.5000000000000004 15528.768834958275 129.44474286716482 0.14888728888808328 -4.3425000000006539 decision_type=2 2 2 2 2 2 2 2 2 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 7 20 27 6 11 12 13 21 -6 15 19 25 16 18 -12 -9 26 -3 29 -4 24 -24 -23 -8 -2 -5 -11 -1 right_child=5 2 9 4 10 -7 8 17 -10 28 14 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-42.858316736792283 -0.98567038909234628 -3.7327855958067375 -8.4820527351224797 -6.3042751963117665 -3.4026061562689804 56.791949441325706 -1.7388288271551458 -9.5961332167873277 -5.8185279525064706 -9.5007828437430035 -0.20117831600589398 6.768742008571734 -1.791233701729154 -0.64833480498649398 -3.8408694581492804 5.410307854377379 -6.8200986433687989 -3.1004233620753379 -1.8645063147206011 -7.4440054356056242 -5.0197408653381714 -0.35719997001599041 3.1784594797706043 -1.017059954791327 -3.0489949967050944 -5.1901066747594617 1.2160537097054729 -11.127092760417234 -5.2668169527095863 -49.712186830264422 leaf_weight=231 1171 315 68 171 890 50507 473 175 259 63 44 15024 596 2323 690 1687 263 73 427 106 36 845 997 3092 1632 152 1794 273 30 66 leaf_count=231 1171 315 68 171 890 50507 473 175 259 63 44 15024 596 2323 690 1687 263 73 427 106 36 845 997 3092 1632 152 1794 273 30 66 internal_value=0.00214899 -0.00598123 -0.00367267 -0.0129069 -0.0108606 0.00332265 0.00187387 -0.011336 -0.00352105 -0.0022316 -0.00814626 0.00273452 -0.0086647 -0.00254003 -0.0118074 0.000786769 -0.0188013 -0.0222903 -0.000622641 -0.0146223 -0.0272312 -0.00198734 -0.00184831 -0.000783565 -0.00360597 -0.007776 0.000168634 -0.0223964 -0.0196559 -0.0294007 internal_weight=84473 10656 7992 2664 2331 73817 23310 1265 3207 6727 1887 20103 1017 2948 997 5079 307 248 3392 421 333 6634 6566 4089 2477 625 2965 444 93 297 internal_count=84473 10656 7992 2664 2331 73817 23310 1265 3207 6727 1887 20103 1017 2948 997 5079 307 248 3392 421 333 6634 6566 4089 2477 625 2965 444 93 297 is_linear=0 shrinkage=0.04 Tree=45 num_leaves=31 num_cat=0 split_feature=28 28 23 28 0 28 18 24 30 28 23 31 24 21 23 30 27 32 27 27 15 0 32 30 18 28 35 28 11 19 split_gain=469.916 103.162 63.3004 44.9911 62.8419 29.4417 25.2056 21.3302 20.8855 16.1535 16.0436 13.3993 12.1496 11.9566 11.8351 11.2443 10.8434 10.6831 10.1328 9.51823 8.43635 8.89655 8.32708 8.1308 7.78462 7.05231 7.35368 6.89853 6.56564 11.2054 threshold=14899.399445517796 12774.065400707994 -792.69900000000041 17717.389682645113 20.500000000000004 12152.10306833303 17104.555000000004 -1028.7224999999978 430.806655812781 13807.518245009656 -505.26100000000127 19634.537109375004 -735.86874999999952 12609.001000000002 -1179.4325000000006 370.86425803107755 -686.26699999999971 1226.2253826486678 558.03300000000138 -563.90900000000136 14910.008750000003 20.500000000000004 1925.0632177216314 83.90661036950543 15577.427750000001 13393.219174162363 17120.589415178572 15528.768834958275 -0.8783796973249266 16015.990000000002 decision_type=2 2 2 2 2 2 2 2 2 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 6 4 10 22 17 -7 19 12 11 15 18 -9 -8 27 -11 -3 23 -6 21 28 -1 -4 -25 -19 -27 -2 29 -18 right_child=3 2 9 -5 8 7 14 13 -10 16 -12 -13 -14 -15 -16 -17 20 25 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-42.41768690479681 -0.94624357339123788 -9.8806510961000935 -1.0634924868822053 56.112069214808578 -2.4687099674418334 -10.460773816673681 -5.2604127206168858 -7.2552000409760602 -3.7600653268166555 -8.3336215439680181 6.78627573567978 5.423745777980681 -2.5629852740503685 -3.8886401366309622 -2.2195790560798407 -2.3295292931785458 -2.4755302270806583 -9.3067042377383853 -5.4425982493554512 -0.26354877688180289 -4.0695608870205051 -7.9528456697598333 -4.8189512307246334 -5.4304036208498596 -2.3163644275804338 -7.2318258907775865 -1.9029164978173001 1.4847857052448308 -0.11422941026216962 3.3083215764963665 leaf_weight=297 1261 163 358 50174 668 193 167 256 575 64 14860 1829 1676 550 605 446 577 134 94 2037 250 30 36 143 312 142 238 1967 4107 264 leaf_count=297 1261 163 358 50174 668 193 167 256 575 64 14860 1829 1676 550 605 446 577 134 94 2037 250 30 36 143 312 142 238 1967 4107 264 internal_value=0.00217504 -0.00567718 -0.00418962 0.00330856 0.00186998 -0.0160901 -0.011873 -0.0126567 -0.00326829 -0.00277587 0.00269764 0.000852626 -0.00536895 -0.00979653 -0.00693264 -0.000540011 -0.0015102 -0.0175066 -0.00909813 -0.00179667 -0.00130987 -0.000949779 -0.0263904 -0.00766052 -0.0112088 -0.014677 -0.0118947 0.000282528 -0.000818108 -0.00403805 internal_weight=84473 10656 9324 73817 23643 1332 1449 999 3280 7875 20363 5503 2583 806 772 3674 5292 677 907 2705 5228 4978 333 813 455 514 380 3228 4948 841 internal_count=84473 10656 9324 73817 23643 1332 1449 999 3280 7875 20363 5503 2583 806 772 3674 5292 677 907 2705 5228 4978 333 813 455 514 380 3228 4948 841 is_linear=0 shrinkage=0.04 Tree=46 num_leaves=31 num_cat=0 split_feature=28 28 23 28 0 28 24 30 30 28 28 23 23 0 28 21 25 19 30 1 27 22 30 28 27 23 10 30 20 6 split_gain=434.34 88.3335 60.8703 51.4378 58.7295 26.2703 19.665 19.0749 18.4299 20.591 17.9014 14.9723 14.8249 13.4136 13.4776 11.3668 10.5731 9.5619 9.29043 9.27086 8.82502 8.22497 7.87098 9.55904 6.49653 6.21773 6.18434 6.04081 5.84436 5.7884 threshold=14760.040749986076 12774.065400707994 -792.69900000000041 17717.389682645113 20.500000000000004 12152.10306833303 -1028.7224999999978 465.7230198957422 337.44273729936612 14124.611215006236 15569.011563839465 -227.16199999999841 -1343.2489999999996 20.500000000000004 13807.518245009656 12609.001000000002 -1244.1315000000011 12888.561000000003 119.23096198701953 2.5000000000000004 -563.90900000000136 13377.467500000001 276.51810097865274 13280.32026493133 -686.26699999999971 -247.12625000000114 -0.70710678118654757 405.8782314498589 17261.622250000004 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 5 8 4 10 17 -7 19 9 22 11 18 27 14 16 -8 -4 -1 -2 28 -21 -18 23 -3 -16 -19 -13 -12 -6 -23 right_child=3 2 13 -5 7 6 15 -9 -10 -11 12 26 -14 -15 24 -17 21 25 -20 20 -22 29 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-47.993410370972036 0.74279049888780013 -8.3868524208615369 -1.9332184637695577 53.867586446216301 -1.6554764617376301 -10.042342864006715 -6.9649920393370213 -5.2302770688465721 -9.5343277395772859 -1.7682435284194089 -0.30752201054644596 -0.64597610903287295 7.0191609739165584 -9.5595798685290969 -7.4410483919980752 -3.7330945311657309 -3.7868177233114459 -15.911240397829168 -1.3248364246675786 -4.6894421267594577 -1.6542876373685349 -2.2410576616958298 -9.2466272971314449 -3.364503388085577 -0.75389254016939178 -18.775095703128187 5.1325913257646611 -2.788162637668206 0.33945753658136496 -6.2336337329363545 leaf_weight=158 1127 118 1403 50174 929 193 256 279 186 495 524 710 14459 69 39 550 454 84 1567 189 722 599 105 360 4381 91 2782 136 1218 116 leaf_count=158 1127 118 1403 50174 929 193 256 279 186 495 524 710 14459 69 39 550 454 84 1567 189 722 599 105 360 4381 91 2782 136 1218 116 internal_value=0.00220818 -0.00577529 -0.00424504 0.00323867 0.00174207 -0.0153393 -0.0120961 -0.00319209 -0.0123291 -0.0103228 0.0025149 0.000702231 0.00325656 -0.0027979 -0.00262471 -0.00934988 -0.0049269 -0.0250691 -0.00153823 -0.00227861 -0.00565971 -0.00773653 -0.0154168 -0.0132385 -0.00128507 -0.0186286 0.0024307 -0.00260606 -0.000843968 -0.00506294 internal_weight=84473 9657 8325 74816 24642 1332 999 3337 1264 1078 21305 6186 15119 7061 6992 806 2572 333 2694 3058 911 1169 583 478 4420 175 3492 660 2147 715 internal_count=84473 9657 8325 74816 24642 1332 999 3337 1264 1078 21305 6186 15119 7061 6992 806 2572 333 2694 3058 911 1169 583 478 4420 175 3492 660 2147 715 is_linear=0 shrinkage=0.04 Tree=47 num_leaves=31 num_cat=0 split_feature=28 28 10 23 31 28 24 30 28 30 28 25 0 34 30 28 14 28 15 30 23 16 35 2 10 30 17 28 30 28 split_gain=401.562 81.1977 45.9127 45.7157 45.3045 30.0605 25.4992 19.6305 18.5573 29.5145 18.5548 12.9081 10.57 10.2452 9.8611 9.68507 9.26617 8.43893 9.64944 8.31337 7.98349 7.84229 7.11038 6.78376 6.66883 8.6517 8.23917 6.54792 7.1683 6.06886 threshold=14899.399445517796 13044.508713858109 0.78656609248549303 -812.17424999999901 18844.809231770836 12152.10306833303 -1501.9499999999987 337.44273729936612 17887.884427338144 378.79390869293047 14124.611215006236 -1431.9474999999982 20.500000000000004 17160.708750000002 465.7230198957422 14124.611215006236 -0.73865259438682551 15803.620355005065 15929.981500000002 265.03672870732129 -4.3425000000006539 14221.826750000002 17480.098720982143 1.0000000180025095e-35 -0.70710678118654757 87.145311620037361 15341.240000000002 15569.011563839465 121.6177089026784 14665.253411049778 decision_type=2 2 2 2 2 2 2 2 2 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 17 7 8 13 -7 10 9 22 19 -8 15 20 -11 23 -13 18 24 -3 -1 -17 -4 -5 25 -2 -27 28 -6 -9 right_child=2 3 4 12 27 6 11 29 -10 14 -12 16 -14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-41.06363586188764 2.4737292185879221 -3.9486844376358294 -1.3818844961585313 -0.62097836075172552 1.9559338822365515 -10.186996203258865 -3.4537892533025452 -9.3388667288733913 8.7400300291440125 -1.780509676112016 -1.4896161551435243 -6.1251859454606645 -7.8115456103104686 -9.5663681386262791 -5.3934938296824795 2.7914988521925101 -3.9784542067178634 28.496236181725731 -9.0256494694582141 -7.9232607987353303 -45.154120585080271 -1.1698998461251513 0.36444756151221586 -2.8463927644613758 3.6681943458096358 -1.2184766672161447 -9.4228272108716133 4.9387309441676051 -2.0603118503301614 -3.0050563111588025 leaf_weight=172 512 366 1098 959 264 199 646 157 953 1059 617 288 95 101 324 1143 532 54924 32 126 60 2999 2375 2133 3710 330 127 7853 256 63 leaf_count=172 512 366 1098 959 264 199 646 157 953 1059 617 288 95 101 324 1143 532 54924 32 126 60 2999 2375 2133 3710 330 127 7853 256 63 internal_value=0.00223091 -0.00502778 0.00327876 -0.00335043 0.00123311 -0.0122963 -0.0101021 -0.0101761 -0.00148115 -0.0024827 -0.00801082 -0.00827831 -0.0021127 -0.0232673 -0.00742444 -0.00193862 -0.0116098 0.00376524 0.00214052 -0.0138049 -0.0278966 -0.00067407 -0.000514829 -0.0036326 0.00229023 -0.000664603 -0.00466521 0.00311621 -0.00123077 -0.0210909 internal_weight=84473 10656 73817 8658 14182 1998 1665 1329 5809 4856 1109 1466 7329 333 1383 7234 820 59635 4711 492 232 4142 3473 3092 4679 969 457 8373 520 220 internal_count=84473 10656 73817 8658 14182 1998 1665 1329 5809 4856 1109 1466 7329 333 1383 7234 820 59635 4711 492 232 4142 3473 3092 4679 969 457 8373 520 220 is_linear=0 shrinkage=0.04 Tree=48 num_leaves=31 num_cat=0 split_feature=28 28 28 0 23 28 24 30 28 30 23 27 30 28 30 25 33 28 0 16 1 14 23 32 1 13 28 9 27 1 split_gain=376.731 77.1319 46.1858 67.9884 38.566 28.3307 24.197 19.7185 16.7989 15.9577 15.8861 15.3143 13.6515 13.207 11.6267 11.5796 10.543 9.22934 9.37819 8.00403 7.87739 7.65691 7.24724 6.31005 6.29183 6.10831 5.7833 5.73134 6.8142 5.59049 threshold=14942.122918408239 13044.508713858109 17932.335284549983 20.500000000000004 -812.17424999999901 12152.10306833303 -1501.9499999999987 465.7230198957422 13717.198551583459 340.95608111853102 -505.26100000000127 -646.5650000000004 348.04149266744224 15803.620355005065 247.77089641851128 -1431.9474999999982 11790.150000000003 14124.611215006236 20.500000000000004 14910.008750000003 1.0000000180025095e-35 -0.73865259438682551 -4.3425000000006539 1505.7232256412997 1.5000000000000002 -0.88622299073327826 14665.253411049778 0.60355339059327384 412.39500000000049 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=1 5 3 10 8 16 -7 11 14 -10 12 24 13 -2 -3 -8 22 18 23 -19 -14 -17 -1 -6 -5 -26 -11 28 -25 -13 right_child=2 4 -4 7 17 6 15 -9 9 26 -12 29 20 -15 -16 21 -18 19 -20 -21 -22 -23 -24 27 25 -27 -28 -29 -30 -31 leaf_value=-39.501578253004602 -0.53422458234601433 -4.6122158300369396 58.649459804507799 -1.4578821266934805 -0.6335605699168384 -9.7795163551284769 -3.3156376831704408 -4.7565745146519109 -2.254736111236507 -7.2275349960661766 6.7750906763544663 0.17528724102756749 -2.0031471875192097 3.98557211012103 -10.029971579328796 -5.8801785076422428 -6.8231116638864915 0.182678541337288 -15.967728424226738 -1.8393855479143637 -0.077623184197281439 -3.8193160384491716 -44.238403151578254 -2.8169947037081529 -7.738289286061363 -3.0866237194941273 -2.3960943693204841 -2.3435038618446442 -4.5155341150565986 -1.6940670417607602 leaf_weight=166 1788 177 48509 387 945 199 646 351 909 123 15652 1780 355 3112 96 288 112 3207 21 1290 419 532 55 446 67 258 76 1550 151 806 leaf_count=166 1788 177 48509 387 945 199 646 351 909 123 15652 1780 355 3112 96 288 112 3207 21 1290 419 532 55 446 67 258 76 1550 151 806 internal_value=0.00224086 -0.00466685 0.00327386 0.00187628 -0.00308709 -0.0117758 -0.00964565 -0.00316909 -0.00923678 -0.00704693 0.00273957 -0.00220982 0.000926331 0.00170612 -0.0181245 -0.00786903 -0.0224264 -0.00197109 -0.00364536 -0.000812097 -0.00401034 -0.0110244 -0.0274932 -0.00346442 -0.00740449 -0.0115077 -0.0173065 -0.00466325 -0.0079933 -0.000779582 internal_weight=84473 10989 73484 24975 8991 1998 1665 3649 1381 1108 21326 3298 5674 4900 273 1466 333 7610 3113 4497 774 820 221 3092 712 325 199 2147 597 2586 internal_count=84473 10989 73484 24975 8991 1998 1665 3649 1381 1108 21326 3298 5674 4900 273 1466 333 7610 3113 4497 774 820 221 3092 712 325 199 2147 597 2586 is_linear=0 shrinkage=0.04 Tree=49 num_leaves=31 num_cat=0 split_feature=28 28 28 0 23 28 30 30 33 23 23 27 21 30 30 30 29 10 28 16 33 30 31 25 14 30 28 1 11 17 split_gain=358.212 76.5982 40.3036 64.4277 37.6607 29.7095 28.963 19.5739 15.2743 15.1745 14.2728 12.9306 12.1651 12.0984 11.5235 10.732 11.7594 9.93994 8.70627 7.64593 7.8003 7.31706 6.77951 6.55608 7.0284 6.3412 6.07175 5.99195 5.77608 5.56364 threshold=15064.697432199633 12426.92047526729 17849.101794540828 20.500000000000004 -318.74499999999892 14124.611215006236 273.77480480175336 454.25640810599197 11790.150000000003 9.4512500000000745 -673.11349999999936 -634.22799999999722 13265.297 340.95608111853102 348.04149266744224 130.76805520427573 14068.442466952007 -0.78656609248549325 15803.620355005065 12390.690000000001 12234.311500000002 38.02301402264721 14860.111640625 -821.12399999999968 -0.62587551141915865 158.44563702188896 14665.253411049778 1.0000000180025095e-35 -0.8783796973249266 13471.316000000001 decision_type=2 2 2 2 2 2 2 2 2 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 10 5 6 15 11 9 -1 14 -5 23 22 18 -3 -17 21 -2 -10 -21 -14 -7 -6 -25 28 -15 -16 -19 -30 right_child=2 4 -4 7 12 13 -8 -9 19 -11 -12 -13 17 26 27 16 -18 25 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-37.140703994338587 -0.59341527175035236 -2.1598272756389791 53.240709238590071 -2.7313487482540104 -2.4742447348523049 -4.3896810165301146 -11.124801751169061 -4.1636483011208885 -4.1695464362179164 -35.600325143280322 6.235909841437703 -0.35677651759534434 1.2888100260543882 -5.7982329529619276 -1.9230213017463706 -6.4681986808157186 -3.1328107932297762 -2.2692512644949683 3.3767599147665948 -8.3488710762579093 -1.567604021969454 -5.9213103344162814 -0.97279312081113445 -4.4823399148419449 -3.3361220425010165 2.0909239761397105 -1.9365606261754504 -0.093170681410605902 -3.6237176872155179 0.12291626696168653 leaf_weight=196 1169 920 49175 656 668 135 204 406 162 75 15572 2345 152 111 345 301 500 522 2417 161 72 546 2088 104 183 1976 135 400 491 2286 leaf_count=196 1169 920 49175 656 668 135 204 406 162 75 15572 2345 152 111 345 301 500 522 2417 161 72 546 2088 104 183 1976 135 400 491 2286 internal_value=0.0022669 -0.00413814 0.00332621 0.00195624 -0.00336266 -0.00625944 -0.00998442 -0.0031265 -0.0173213 -0.0246347 0.00282631 -0.00201133 -0.0015254 -0.0033552 0.000795198 -0.00829518 -0.0116804 -0.000855181 0.00173564 -0.0123038 -0.0169442 -0.00534097 -0.00242375 -0.00571728 -0.0107735 -0.000261611 -0.0117724 -0.00373154 -0.00133495 -0.00060929 internal_weight=84473 11988 72485 23310 11322 4394 1925 3407 666 271 19903 3001 6928 2469 4331 1721 801 5973 3586 395 233 698 2223 955 287 5275 246 745 3299 2777 internal_count=84473 11988 72485 23310 11322 4394 1925 3407 666 271 19903 3001 6928 2469 4331 1721 801 5973 3586 395 233 698 2223 955 287 5275 246 745 3299 2777 is_linear=0 shrinkage=0.04 Tree=50 num_leaves=31 num_cat=0 split_feature=28 28 10 31 23 28 28 28 30 23 28 30 0 34 9 28 30 30 21 34 23 32 15 23 2 27 18 30 30 11 split_gain=333.475 67.6959 41.2781 38.2971 33.336 22.3572 21.6306 18.7468 26.9289 14.4158 13.3166 11.2708 11.2151 9.67904 9.14498 8.8407 8.70416 8.56007 8.38923 8.01468 12.9582 7.89276 7.56485 7.21527 6.51584 6.38542 5.46098 6.58437 5.45969 5.2175 threshold=15064.697432199633 12774.065400707994 0.78656609248549303 19222.099750000005 -831.5402499999999 13717.198551583459 12152.10306833303 18069.731345732016 382.83309963825548 -605.25100000000009 14124.611215006236 348.04149266744224 20.500000000000004 17449.998000000003 0.91597561503675362 14665.253411049778 485.82691111126024 247.77089641851128 12609.001000000002 19043.506250000002 -444.80800000000085 1403.4152842926819 15155.010500000002 -38.018749999997446 1.5000000000000002 569.76375000000019 13245.062000000002 42.674423497922525 247.77089641851128 -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=1 6 19 7 5 17 13 8 25 -8 12 -7 24 23 22 -13 -10 -3 -11 20 21 -2 29 -1 -6 28 -20 -28 -4 -12 right_child=2 4 3 -5 10 11 9 -9 16 18 14 15 -14 -15 -16 -17 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-34.892555231924682 -8.8353016640931905 -5.5955100014823023 1.6681032138567933 4.9045977665116274 -0.79238439953157991 -1.9281694894657677 -11.820254750422157 11.470646493005795 -1.6971411945260408 -6.0921028743996546 -1.8304400193868353 -7.6740851522149631 -15.034789410346278 -5.9394220732194967 4.2656083092090729 -2.3275166737365134 -5.009655078967608 -10.955185267411553 -1.3591707365964922 25.561382278439996 4.7274570837036451 -2.137306725516507 -3.9472207526809542 -37.407036152728182 -2.654794981519558 -2.166011520715053 -0.047208951533109007 -5.312845224774482 -0.45408535157840318 -0.3699368095804802 leaf_weight=197 41 204 1599 7049 1330 1012 81 1101 1298 293 508 106 24 62 1168 104 276 107 307 54493 4065 170 147 74 2396 222 102 216 2171 3550 leaf_count=197 41 204 1599 7049 1330 1012 81 1101 1298 293 508 106 24 62 1168 104 276 107 307 54493 4065 170 147 74 2396 222 102 216 2171 3550 internal_value=0.00228537 -0.00389456 0.00330744 0.00133158 -0.00283183 -0.00828963 -0.0123964 -0.000841758 -0.00178512 -0.00945345 -0.00191472 -0.0058527 -0.003744 -0.0212252 -0.000638005 -0.0142857 -0.00621601 -0.017865 -0.00802614 0.00376859 0.00210103 -0.00756398 -0.00150773 -0.0244871 -0.00356844 -3.8076e-05 -0.005408 -0.00908176 0.000350133 -0.00118482 internal_weight=84473 11988 72485 13716 10656 1533 1332 6667 5566 999 9123 1222 3750 333 5373 210 1574 311 918 58769 4276 211 4205 271 3726 3992 625 318 3770 4058 internal_count=84473 11988 72485 13716 10656 1533 1332 6667 5566 999 9123 1222 3750 333 5373 210 1574 311 918 58769 4276 211 4205 271 3726 3992 625 318 3770 4058 is_linear=0 shrinkage=0.04 Tree=51 num_leaves=31 num_cat=0 split_feature=28 28 28 0 28 23 9 30 30 23 27 34 22 23 27 30 29 30 23 28 16 34 25 14 27 30 23 1 24 11 split_gain=313.894 69.869 34.8895 58.7216 34.0835 33.1127 19.8811 17.1238 15.8223 12.5808 11.855 10.7925 10.6177 9.02702 8.78536 8.67889 8.39275 6.66564 6.62172 6.51898 6.4503 6.37218 6.02344 9.09654 6.19608 5.99465 6.65965 5.8946 6.17793 5.89147 threshold=15295.175242260191 13717.198551583459 17977.317152402316 20.500000000000004 12152.10306833303 -792.69900000000041 0.78656609248549325 465.7230198957422 76.597929307631333 -1343.2489999999996 -829.22149999999681 16754.385750000005 13025.804000000002 -38.018749999997446 -239.10399999999842 247.77089641851128 14068.442466952007 170.1971875720354 -359.81624999999889 15844.024268004518 15769.66725 16366.157500000003 -1431.9474999999982 -0.75013812021657655 435.42625000000231 120.45302315376678 -545.30399999999997 1.0000000180025095e-35 -52.128999999998989 -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=1 4 3 9 11 15 8 10 -3 -2 -5 13 22 -1 -10 16 -6 29 21 20 -11 -14 -7 -24 -25 -22 -27 28 -16 -8 right_child=2 6 -4 7 5 12 17 -9 14 19 -12 -13 18 -15 27 -17 -18 -19 -20 -21 25 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=-36.212790662695497 -0.8338719312489371 0.20089575867037129 54.998290930209478 -3.6633006461171314 -8.2256484483713983 -3.0472886508777637 -2.0878935163537005 -4.3700420030551106 -3.6538806972588107 4.7414419632204412 -0.4849790327495867 -7.2315659636633134 -8.6953455684182046 -38.120202415186739 -3.0707692403779414 -12.625961689211413 -2.4507501542862324 5.2776010673284217 -1.9317939793282828 7.8079358894189106 1.854268923683319 -2.4052630944599036 -5.9236571231945403 -2.3560227660963231 -5.1883949451012858 -0.3986030007149271 -6.1483943396848764 -1.2912560704146416 1.7769564463774739 0.5178908158079496 leaf_weight=139 742 1922 48176 393 138 342 475 370 815 2384 2757 131 70 63 737 118 144 1470 1732 13916 688 453 259 338 69 918 143 2885 175 1511 leaf_count=139 742 1922 48176 393 138 342 475 370 815 2384 2757 131 70 63 737 118 144 1470 1732 13916 688 453 259 338 69 918 143 2885 175 1511 internal_value=0.00229247 -0.00318147 0.00337861 0.00207091 -0.00765165 -0.00653781 -0.00139339 -0.00267045 -0.00269115 0.00295908 -0.00171429 -0.0199039 -0.00520625 -0.025703 -0.00396184 -0.0174 -0.0135887 0.00106019 -0.00368071 0.00316893 0.00177401 -0.00762524 -0.00861905 -0.0108348 -0.00710565 -7.08975e-05 -0.00195664 -0.00315302 -0.00595614 -0.000451158 internal_weight=84473 13986 70487 22311 3996 3663 9990 3520 6534 18791 3150 333 3263 202 4612 400 282 3456 2255 18049 4133 523 1008 666 407 1749 1061 3797 912 1986 internal_count=84473 13986 70487 22311 3996 3663 9990 3520 6534 18791 3150 333 3263 202 4612 400 282 3456 2255 18049 4133 523 1008 666 407 1749 1061 3797 912 1986 is_linear=0 shrinkage=0.04 Tree=52 num_leaves=31 num_cat=0 split_feature=28 28 28 0 28 23 9 30 30 28 27 23 33 27 13 25 30 27 30 23 30 31 1 2 28 34 15 9 0 28 split_gain=290.701 61.822 35.827 56.9084 31.0808 27.1522 19.3737 19.0513 17.1193 13.6257 13.298 12.8505 11.7687 9.61052 9.38382 9.19707 11.154 8.11311 7.92991 7.90044 7.67291 7.48733 7.34599 7.14119 6.83496 6.55143 6.37207 6.37177 5.96241 5.84384 threshold=15295.175242260191 13618.961938426417 18069.731345732016 20.500000000000004 12152.10306833303 -792.69900000000041 0.78656609248549325 485.82691111126024 255.8352215986778 14190.638755051737 -646.5650000000004 -1137.0874999999985 11790.150000000003 558.03300000000138 0.94704596667653973 -1431.9474999999982 41.427278077783598 -634.22799999999722 370.86425803107755 126.4999999999982 38.02301402264721 15188.963072916669 2.5000000000000004 4.5000000000000009 14522.782134978535 16754.385750000005 14445.040000000003 0.60355339059327384 1.0000000180025095e-35 15803.620355005065 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 11 12 14 8 10 13 -10 22 18 19 20 28 17 -17 -7 -2 25 -3 27 -5 -22 26 -1 -8 -18 -6 -13 right_child=2 6 -4 7 5 15 24 -9 9 -11 -12 29 -14 -15 -16 16 21 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-37.810256720411978 0.78673805769373728 0.92478029976169807 55.981296892477552 -1.7227003450916289 -9.5127924761102243 -19.652324070201193 -0.075017353275349308 -4.7205281036391336 -7.2682190227283421 -2.6076303381458574 -0.2058168455556775 1.7465329310443991 -5.135398228932015 -2.9056797348835057 -13.98195895429081 0.32926067319148367 -4.9666267373881317 -1.9228543769022459 -1.7063662172230372 -11.814477112839164 -0.26328445314535637 -4.3738125525114508 -5.3114229888948845 -1.8922661384707999 3.4735558035960765 -11.440769284073861 -5.0436164738347617 1.262099478680176 -5.5282167943959974 9.0158661122498867 leaf_weight=145 1471 886 47510 564 74 20 1569 267 226 961 2651 3639 112 469 48 234 148 1394 449 30 2266 1020 198 1936 1904 46 106 185 207 13738 leaf_count=145 1471 886 47510 564 74 20 1569 267 226 961 2651 3639 112 469 48 234 148 1394 449 30 2266 1020 198 1936 1904 46 106 185 207 13738 internal_value=0.00232088 -0.00294695 0.00336612 0.00206937 -0.00741141 -0.00624625 -0.00136278 -0.00248913 -0.00262515 -0.00698568 -0.00168415 0.0029387 -0.0190631 -0.00169372 -0.017155 -0.00505032 -0.00714052 -0.00270438 -0.000166667 -0.0244163 -0.00118868 -0.00853511 -0.00634121 -0.00190195 0.00101593 -0.0274136 -0.000847761 -0.00332733 -0.014363 0.00328181 internal_weight=84473 13986 70487 22977 3663 3330 10323 3680 6744 1187 3413 19297 333 5557 329 3001 1587 1414 1920 221 5088 1353 762 4202 3579 191 1675 333 281 17377 internal_count=84473 13986 70487 22977 3663 3330 10323 3680 6744 1187 3413 19297 333 5557 329 3001 1587 1414 1920 221 5088 1353 762 4202 3579 191 1675 333 281 17377 is_linear=0 shrinkage=0.04 Tree=53 num_leaves=31 num_cat=0 split_feature=28 28 23 31 23 28 30 31 23 28 2 28 30 30 19 9 23 17 8 21 15 24 14 10 10 27 35 28 26 0 split_gain=278.059 58.672 35.8823 41.2613 26.137 21.165 20.2588 18.4681 17.643 15.8457 14.269 10.9858 10.7795 10.1016 9.76495 9.5297 8.97856 8.13152 8.08819 7.80068 6.64306 6.55776 10.3362 6.17536 6.14695 5.99129 5.97659 5.95015 5.94398 5.84739 threshold=15373.870563268743 12774.065400707994 -733.18999999999949 18844.809231770836 -333.59850000000091 18171.346405342334 465.7230198957422 14230.702734375 -637.65499999999872 12152.10306833303 4.5000000000000009 14426.416639559577 282.20627341816379 160.17879296834562 13683.337500000001 -0.70710678118654735 -1179.4325000000006 17104.555000000004 1.0000000180025095e-35 12609.001000000002 15420.418500000002 -480.34399999999999 -0.96234030595689413 -0.78656609248549325 -0.60355339059327384 516.59199999999885 17712.099531994052 16202.118246967237 -7090.7024999999985 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 8 3 5 7 6 12 13 -1 14 -9 24 -2 -3 -10 -14 17 -12 -8 -11 21 22 -13 -23 -6 -18 -17 29 -26 -4 right_child=2 4 27 -5 11 -7 18 10 9 19 16 20 15 -15 -16 26 25 -19 -20 -21 -22 23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-16.28533467117099 1.5345236064691636 0.31920233538383064 3.5058840700719776 4.1331552449693048 -4.7468645218847678 9.3386256318247565 -4.1329973601575585 -0.85782109636600179 -33.115997812135319 -5.5243479222822156 -6.1539821754554227 -3.6405746867193089 -5.1957629565484709 -8.6147388809294547 -7.3213365233984966 -2.1661936809652458 -1.8640020622483855 -2.3887014474075965 -5.3526381446695543 -2.9729015114931463 -12.457448164299638 -1.1796718294416786 -0.24091313317980606 3.475419485798815 -9.4092339679653012 -4.5487696456768862 -0.44993251337562823 25.308311150112541 -0.87339032318133203 -2.2778114457885055 leaf_weight=98 877 48 4824 7501 472 887 321 2649 195 295 116 121 85 193 114 1039 1887 129 60 630 62 626 782 2847 21 132 1062 52894 3235 271 leaf_count=98 877 48 4824 7501 472 887 321 2649 195 295 116 121 85 193 114 1039 1887 129 60 630 62 626 782 2847 21 132 1062 52894 3235 271 internal_value=0.00232941 -0.00268032 0.0033807 0.00137323 -0.00187988 -0.0017354 -0.00315447 -0.00411021 -0.0106847 -0.00938736 -0.00357989 -0.000472202 -0.00207248 -0.0149212 -0.0172298 -0.00357548 -0.00591166 -0.0131429 -0.011853 -0.00676757 0.000872465 0.00105667 -0.00198007 0.00184624 -0.00207296 -0.00503418 -0.00304426 0.00379031 -0.00145455 0.00248479 internal_weight=84473 14652 69821 11832 13320 4331 3444 5154 1332 1234 4913 8166 3063 241 309 2186 2264 245 381 925 4438 4376 903 3473 3728 2019 2101 57989 3256 5095 internal_count=84473 14652 69821 11832 13320 4331 3444 5154 1332 1234 4913 8166 3063 241 309 2186 2264 245 381 925 4438 4376 903 3473 3728 2019 2101 57989 3256 5095 is_linear=0 shrinkage=0.04 Tree=54 num_leaves=31 num_cat=0 split_feature=28 28 28 0 28 23 30 9 23 33 27 30 0 30 11 27 25 30 23 30 1 1 28 18 28 34 27 28 30 29 split_gain=258.846 55.5075 36.4559 57.712 30.3839 19.6331 16.6904 15.8925 13.1895 12.8263 12.0051 11.0937 9.37855 9.14175 8.80146 9.32378 8.71475 10.9605 8.10659 8.09767 7.79112 7.29984 6.64001 7.84913 6.08352 5.83257 5.62531 5.57664 9.21209 5.39592 threshold=15373.870563268743 13890.480378080732 18121.038293326081 20.500000000000004 12152.10306833303 -887.43799999999999 485.82691111126024 0.91597561503675362 -1028.0459999999991 11790.150000000003 -646.5650000000004 36.912391621208322 21.500000000000004 340.95608111853102 -0.8783796973249266 -86.990000000001586 -1469.0774999999992 41.427278077783598 126.4999999999982 267.75772236370017 1.0000000180025095e-35 2.5000000000000004 12774.065400707994 12888.561000000003 17354.197431334105 16625.841500000006 569.76375000000019 14426.416639559577 313.7494631404245 13698.594493575858 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 8 9 19 10 11 13 18 21 -3 16 -2 -13 27 -7 -18 25 29 24 -5 23 -19 -15 -1 -17 28 -16 -6 right_child=2 7 -4 6 5 12 -8 -9 -10 -11 -12 14 -14 20 15 26 17 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-35.766127469956729 1.4028008639634748 0.95263718877638326 54.429465705410529 -1.6028665052835525 -11.225184402528862 -1.7061602780840077 -4.4630324607176748 3.7831903039428738 6.2954383248025678 -3.7419739480686962 -0.25912644953782837 -2.3499108022038064 -13.85454063927471 -2.0233449201778839 -2.8383674769590499 -0.15555688633857903 0.5247152144445909 0.5414167788758667 -10.289240814161301 -10.571638507852963 0.20340289974355416 -4.9419824030721689 -2.7206603603003487 -5.655845709835118 1.9160151287874088 -9.2739970808699841 -2.4858873418756251 -1.9144811976636695 -7.0661832525285355 -3.9982534897454109 leaf_weight=134 1740 1099 47177 575 29 1830 271 1795 16389 112 2658 982 24 285 312 4237 301 63 30 110 449 201 1326 435 76 57 534 942 89 211 leaf_count=134 1740 1099 47177 575 29 1830 271 1795 16389 112 2658 982 24 285 312 4237 301 63 30 110 449 201 1326 435 76 57 534 942 89 211 internal_value=0.00233888 -0.00249468 0.0033532 0.00203392 -0.00609867 -0.00520305 -0.00253171 -0.000812813 0.00292708 -0.0177417 -0.00177752 -0.00155949 -0.00440412 0.000250981 -0.00213867 -0.00157409 -0.00425284 -0.00599529 -0.0233303 -0.0142857 -0.00325926 -0.00615464 -0.00716228 -0.0111004 -0.00763435 -0.0263665 -0.000745336 -0.00451824 -0.00846883 -0.0101667 internal_weight=84473 14652 69821 22644 4662 4329 3705 9990 18939 333 3434 8195 3979 2550 7096 6114 3955 2125 221 350 810 776 1824 498 361 191 4771 1343 401 240 internal_count=84473 14652 69821 22644 4662 4329 3705 9990 18939 333 3434 8195 3979 2550 7096 6114 3955 2125 221 350 810 776 1824 498 361 191 4771 1343 401 240 is_linear=0 shrinkage=0.04 Tree=55 num_leaves=31 num_cat=0 split_feature=28 28 23 28 30 33 9 23 30 23 9 22 35 30 13 30 28 3 30 14 20 8 28 0 1 14 30 1 32 31 split_gain=242.243 51.5667 36.1006 38.922 32.1595 25.1186 14.9022 14.2671 13.4381 12.6203 12.5759 10.7625 9.32617 8.05575 8.00263 7.51928 13.5069 7.07389 6.9208 6.75872 9.9195 6.47874 5.97904 8.0429 6.60458 6.17328 5.92548 4.90496 4.89443 7.16574 threshold=15411.036088599043 13618.961938426417 -673.11349999999936 18217.388791746944 370.86425803107755 11515.210000000003 0.78656609248549325 -121.71899999999913 76.597929307631333 -792.69900000000041 -0.5 12599.583000000002 18597.192497767861 465.7230198957422 0.94704596667653973 298.02129676399846 14368.713704698568 124.50000000000001 161.7295449995743 -0.82413948779581736 15461.519000000002 1.0000000180025095e-35 16607.329777877803 20.500000000000004 1.5000000000000002 -0.83375966452616657 506.79399914501852 2.5000000000000004 1041.7907207751375 15237.689098958335 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 12 7 8 17 -3 14 13 19 21 -6 -7 -10 -17 -1 -8 20 -11 -2 23 -4 -25 -26 -12 -23 -13 -30 right_child=2 6 22 -5 10 9 18 -9 15 11 26 28 -14 -15 -16 16 -18 -19 -20 -21 -22 27 -24 24 25 -27 -28 -29 29 -31 leaf_value=-29.02291018657364 0.18343299800636045 0.39594913548794325 4.6373007502497217 19.680662765275496 -2.2958502024143912 -4.7892163584889973 -0.17098430915208215 -21.121189943136315 -1.4494547480592486 -7.1199506085497912 -1.0918861403752975 -5.6568924063051718 3.161127553628444 -4.9505002919254606 -12.51013547622731 -7.3193276439149626 -2.0113475912528087 -4.7220318245296502 4.8773734171260301 -3.6468757160586023 0.85952260900577504 -0.49981966950927298 29.788675653621485 1.0761124782341696 -0.2043209257223593 -5.9027177521055103 -4.500190912330809 -4.0510942215168191 -0.32962387221907646 -2.9736662676831807 leaf_weight=139 1892 2220 6604 5473 287 249 2086 214 4373 147 1712 60 2514 82 42 189 712 43 1742 301 46 177 50006 231 102 106 159 143 990 1432 leaf_count=139 1892 2220 6604 5473 287 249 2086 214 4373 147 1712 60 2514 82 42 189 712 43 1742 301 46 177 50006 231 102 106 159 143 990 1432 internal_value=0.00235308 -0.00225959 0.0033478 0.00139529 -0.000587999 -0.00638493 -0.000924925 -0.015899 -0.0019621 -0.00523171 -0.00453571 -0.0044543 0.00128311 -0.0112846 -0.0131821 -0.00306105 -0.00638846 -0.0241319 0.00110554 -0.00984615 -0.0156891 -0.000611211 0.00377353 0.00268238 -0.00256036 -0.00773077 -0.0032047 -0.005875 -0.00338114 -0.00310157 internal_weight=84473 14985 69488 12439 6966 3663 11322 396 7494 3267 2240 2976 4726 369 291 5274 901 182 3828 494 193 2212 57049 7043 439 208 1871 320 2482 2422 internal_count=84473 14985 69488 12439 6966 3663 11322 396 7494 3267 2240 2976 4726 369 291 5274 901 182 3828 494 193 2212 57049 7043 439 208 1871 320 2482 2422 is_linear=0 shrinkage=0.04 Tree=56 num_leaves=31 num_cat=0 split_feature=28 28 28 0 33 27 23 9 0 30 23 30 22 3 1 13 27 30 1 14 20 29 28 30 27 30 28 16 14 1 split_gain=227.041 45.5872 37.732 58.47 23.0304 18.155 14.2234 13.6361 12.044 12.0279 11.5876 10.1903 9.50346 9.14887 8.53998 6.84163 6.7988 6.65949 6.48082 6.34593 8.93089 6.2137 6.04946 7.10828 5.545 5.17458 4.82438 5.84096 4.81081 4.69917 threshold=15411.036088599043 13618.961938426417 18263.59444859147 20.500000000000004 11515.210000000003 -768.58599999999922 -28.457499999998614 0.78656609248549325 1.0000000180025095e-35 76.597929307631333 -792.69900000000041 492.80080014037742 12599.583000000002 124.50000000000001 1.0000000180025095e-35 0.94704596667653973 -86.990000000001586 161.7295449995743 2.5000000000000004 -0.82413948779581736 15461.519000000002 18526.138501729783 14426.416639559577 355.32393539782009 569.76375000000019 459.91916580134955 15803.620355005065 15809.170000000002 -0.99465740988130902 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 4 3 8 6 18 13 9 14 28 15 29 19 -1 21 -6 22 -9 -5 20 -12 -2 23 -11 -18 -20 27 -10 -3 -7 right_child=2 7 -4 5 10 11 -8 17 26 16 12 -13 -14 -15 -16 -17 24 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-28.868601530326497 -1.479579970202874 -2.0834368629317224 55.561139820407448 -2.399135614252752 -4.5976477041494261 0.65742167512503946 -11.020204481335496 -0.16414493678599745 5.1532537859962488 -3.2531696820345566 -6.8351525842077745 -4.0338156947880552 -1.8867088084005343 -4.52246892180872 1.3381190381243846 -12.009730057178254 -0.87923638673939453 4.6822784804409761 -5.1034592195900554 -3.5010006874162714 0.82514170464555181 2.6174515011342669 -2.1653673806355891 -10.467144946196502 -3.0906569950471336 -4.7773167914554886 8.3473178332945661 -0.31976362335155978 0.51497664835522949 -0.85244623981009537 leaf_weight=159 415 80 46178 500 249 1330 181 2086 1708 393 147 176 2482 56 1684 42 3383 1742 163 301 46 140 949 56 493 20 14386 1038 2140 1750 leaf_count=159 415 80 46178 500 249 1330 181 2086 1708 393 147 176 2482 56 1684 42 3383 1742 163 301 46 140 949 56 493 20 14386 1038 2140 1750 internal_value=0.0023635 -0.0021021 0.0033265 0.00201459 -0.00598089 -0.00242803 -0.0150909 -0.0008472 0.00291797 -0.00183934 -0.00487664 -0.00118428 -0.00413172 -0.0220465 0.000159 -0.0124948 -0.00287903 0.00109509 -0.00835725 -0.00919838 -0.0148601 -0.00414414 -0.00527039 -0.00909577 -0.00201651 -0.0147978 0.00327854 0.00174217 0.000630631 -0.00064935 internal_weight=84473 14985 69488 23310 3663 3939 396 11322 19371 7494 3267 3256 2976 215 2239 291 5274 3828 683 494 193 555 1398 449 3876 183 17132 2746 2220 3080 internal_count=84473 14985 69488 23310 3663 3939 396 11322 19371 7494 3267 3256 2976 215 2239 291 5274 3828 683 494 193 555 1398 449 3876 183 17132 2746 2220 3080 is_linear=0 shrinkage=0.04 Tree=57 num_leaves=31 num_cat=0 split_feature=28 28 28 0 33 27 23 9 0 28 30 23 22 19 30 23 1 0 1 30 28 2 28 30 9 1 0 30 31 8 split_gain=217.268 44.4035 33.8809 56.9025 25.483 16.978 15.4787 13.7856 11.1106 11.0022 10.9655 10.7788 9.34368 9.72326 8.35157 8.25934 7.75995 6.95752 6.1846 7.34928 6.12094 5.90241 5.86879 6.0525 5.67196 6.57587 7.06984 5.14247 4.99897 4.75854 threshold=15528.768834958275 14124.611215006236 18305.250976052743 20.500000000000004 11162.075500000001 -725.25825000000066 -947.36125000000072 0.78656609248549325 1.0000000180025095e-35 12774.065400707994 492.80080014037742 -38.018749999997446 12599.583000000002 13858.767000000002 38.02301402264721 -558.38900000000001 1.0000000180025095e-35 22.500000000000004 1.5000000000000002 465.7230198957422 17354.197431334105 1.0000000180025095e-35 12916.988773168969 291.78088285336821 -0.78656609248549303 1.0000000180025095e-35 2.5000000000000004 158.44563702188896 19287.340026041671 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 4 3 8 11 18 22 14 16 12 -7 -1 13 -8 -3 -14 20 21 -5 -20 -2 -11 -6 -24 -16 28 -27 -9 -26 -28 right_child=2 7 -4 5 6 10 9 27 -10 17 -12 -13 15 -15 24 -17 -18 -19 19 -21 -22 -23 23 -25 25 26 29 -29 -30 -31 leaf_value=-29.013333863780399 -1.4630025292508646 0.96106673686766642 54.664783672858903 -1.6154873621505801 -12.932833861991007 -0.20008931483064932 -9.9321694421640512 0.17744316568309379 6.368613052531674 0.011904470930238482 -3.9227494924412403 -21.087230681538163 -7.1221964290170696 -3.3641402234699784 3.8145263743885636 -2.6644663312491752 1.4625452248007829 -11.59443249797042 -3.8443193375418274 -4.593771807277232 3.5011810465555278 -1.9772261599575285 -3.4419244086142551 -7.6837731167505421 -1.8735851763197482 0.083302836229468158 -1.704949757038662 9.579220263968983 -3.6859105239644521 -5.9163200656228678 leaf_weight=129 403 928 45845 441 24 2976 133 1727 16517 1182 174 126 78 197 433 746 1633 20 304 48 148 2669 260 97 1262 2291 1925 1583 52 122 leaf_count=129 403 928 45845 441 24 2976 133 1727 16517 1182 174 126 78 197 433 746 1633 20 304 48 148 2669 260 97 1262 2291 1925 1583 52 122 internal_value=0.00238339 -0.00181582 0.0033634 0.00209751 -0.00466278 -0.00226934 -0.00407991 -0.000254577 0.00301823 -0.00349055 -0.000952381 -0.0170196 -0.00691854 -0.0126061 -0.0012588 -0.00464078 0.000336996 -0.00246861 -0.00750063 -0.0114545 -0.00376769 -0.0023464 -0.011853 -0.0105658 -0.00179786 -0.00213588 -0.00138497 0.00187311 -0.00461492 -0.00309331 internal_weight=84473 15984 68489 22644 5661 3943 5406 10323 18701 5025 3150 255 1154 330 7013 824 2184 3871 793 352 551 3851 381 357 6085 5652 4338 3310 1314 2047 internal_count=84473 15984 68489 22644 5661 3943 5406 10323 18701 5025 3150 255 1154 330 7013 824 2184 3871 793 352 551 3851 381 357 6085 5652 4338 3310 1314 2047 is_linear=0 shrinkage=0.04 Tree=58 num_leaves=31 num_cat=0 split_feature=28 28 28 0 33 27 0 9 23 24 23 30 28 22 19 30 31 23 1 30 2 9 30 9 1 0 31 3 35 30 split_gain=205.275 40.674 34.8898 55.8804 24.5704 17.4953 12.8761 12.4406 11.2088 10.4512 10.3829 9.69793 9.29024 7.87535 8.08106 7.84732 7.10799 6.97353 5.61137 7.8853 5.40863 6.30019 5.28756 4.90376 5.77533 6.16147 5.25251 4.89442 4.56858 4.66317 threshold=15528.768834958275 14124.611215006236 18394.787634331755 20.500000000000004 11162.075500000001 -768.58599999999922 22.500000000000004 0.78656609248549325 -38.018749999997446 -2249.9027500000007 -1118.7214999999985 492.80080014037742 12774.065400707994 12599.583000000002 13858.767000000002 38.02301402264721 19249.383359375006 -558.38900000000001 1.5000000000000002 454.25640810599197 1.0000000180025095e-35 1.0000000180025095e-35 158.44563702188896 -0.78656609248549303 1.0000000180025095e-35 2.5000000000000004 19287.340026041671 223.50000000000003 17603.481991815479 225.0276895985867 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 10 8 18 9 15 -1 -6 16 28 13 14 27 -3 -2 -15 -5 -20 -14 -22 -9 -17 26 -26 -25 -11 29 -7 right_child=2 7 -4 5 6 11 -8 22 -10 12 -12 -13 20 17 -16 23 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-27.852800509229173 -0.79704429580062464 0.92262406739298652 55.214888358083336 -1.784691930146789 -6.1471418129294761 2.4598258170359766 -11.066092502687608 0.17034543905576804 -20.243741454276638 -10.853369971107039 6.1151229468503976 -3.6837385583963984 -0.31819301947491041 -6.4711198821700604 -3.2295746145311863 3.6619453194130376 2.2744251062890934 -2.5638255248454782 -4.2548859741959664 -4.3974158875372966 -4.8875448463001128 -1.7611776014343921 9.1960514534102007 -1.7986417692669696 0.079970722780253786 -1.9694705156699235 -3.5384741030059046 -3.7951558440578657 0.33017508103256127 -1.797781443737184 leaf_weight=129 1034 928 45179 400 163 207 31 1727 126 91 17166 203 1283 79 197 433 1006 745 279 62 213 2559 1583 1262 2291 2047 52 45 2195 758 leaf_count=129 1034 928 45179 400 163 207 31 1727 126 91 17166 203 1283 79 197 433 1006 745 279 62 213 2559 1583 1262 2291 2047 52 45 2195 758 internal_value=0.00239097 -0.00169069 0.00334354 0.00208666 -0.00441547 -0.0021501 -0.00384314 -0.000196454 -0.016549 -0.00369488 0.00299198 -0.000924175 -0.00338296 -0.00654451 -0.0117357 -0.00115043 0.000294118 -0.0044466 -0.0077139 -0.0114839 -0.00248089 -0.00347475 0.00182477 -0.00167297 -0.00198726 -0.00128354 -0.0043105 -0.0192353 -0.000379747 -0.00267357 internal_weight=84473 15984 68489 23310 5661 4104 5406 10323 255 5375 19206 3363 5212 1157 333 7013 2040 824 741 341 4055 2772 3310 6085 5652 4338 1314 136 3160 965 internal_count=84473 15984 68489 23310 5661 4104 5406 10323 255 5375 19206 3363 5212 1157 333 7013 2040 824 741 341 4055 2772 3310 6085 5652 4338 1314 136 3160 965 is_linear=0 shrinkage=0.04 Tree=59 num_leaves=31 num_cat=0 split_feature=28 28 23 31 33 23 28 30 23 23 8 2 28 0 34 23 22 19 10 30 23 27 6 29 20 2 27 9 31 17 split_gain=196.445 42.7085 29.1273 36.46 23.7588 17.2602 11.5319 11.7167 10.1429 10.0844 9.09537 8.18167 8.11217 7.09877 7.01862 9.80399 6.81438 8.14321 6.76586 7.10004 6.35956 6.35534 5.43375 5.31725 4.85891 4.805 4.76317 4.71595 4.7047 4.62075 threshold=15803.620355005065 14124.611215006236 -868.14850000000104 18829.463697916672 11162.075500000001 -193.72850000000014 18483.547152091658 465.7230198957422 120.82000000000245 -947.36125000000072 1.0000000180025095e-35 4.5000000000000009 12774.065400707994 22.500000000000004 19201.492000000002 -89.279500000001448 12599.583000000002 13858.767000000002 -0.78656609248549325 77.661233978236609 -558.38900000000001 -829.22149999999681 1.0000000180025095e-35 14068.442466952007 17224.997500000001 2.5000000000000004 569.76375000000019 -0.5 19634.537109375004 13126.772500000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 6 8 11 7 21 27 23 -9 26 16 22 15 -4 17 29 19 -7 -18 -2 25 -6 -12 -14 -3 -1 -5 -11 right_child=2 5 14 28 9 18 -8 10 -10 12 24 -13 13 -15 -16 -17 20 -19 -20 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0.00136497 -0.00414697 3.28751e-05 -0.00233515 -0.00335797 -0.0160784 -0.00358417 -0.00939578 -0.00150205 -0.00310846 -0.00223095 0.00376444 0.00208396 -0.00605199 -0.0109091 0.00145471 -0.001386 -0.0041068 -0.0021244 -0.0021075 -0.00985827 -0.019619 -0.0016692 -0.00025 -0.0223291 0.00303474 -0.0185564 internal_weight=84473 18315 66158 9442 5661 12654 2936 2517 255 5406 427 6085 5025 3871 56716 3716 1154 330 6569 1114 824 2090 3851 381 105 3549 3520 158 6506 133 internal_count=84473 18315 66158 9442 5661 12654 2936 2517 255 5406 427 6085 5025 3871 56716 3716 1154 330 6569 1114 824 2090 3851 381 105 3549 3520 158 6506 133 is_linear=0 shrinkage=0.04 Tree=60 num_leaves=31 num_cat=0 split_feature=28 28 28 0 28 23 27 0 19 30 23 23 30 30 25 23 28 15 36 20 22 10 1 30 2 16 28 22 18 27 split_gain=187.341 40.1127 29.8946 52.9359 19.8964 17.0919 16.0825 15.3439 10.6425 9.57175 9.13233 8.53964 8.40273 6.71012 8.06289 7.90684 6.55999 6.03508 5.85243 8.37426 7.11295 5.77319 5.26654 5.93104 4.90283 4.80654 4.54896 4.54616 4.49922 4.29875 threshold=15844.024268004518 14052.992667229033 18437.868605845921 20.500000000000004 12152.10306833303 -168.84750000000074 -725.25825000000066 20.500000000000004 12888.561000000003 492.80080014037742 -1179.4325000000006 -1476.5537500000007 198.24590076939623 53.327762620453861 -1469.0774999999992 187.27899999999957 14760.040749986076 15891.824500000002 2524.3130302815107 12748.679750000001 15686.562500000002 -0.60355339059327384 1.5000000000000002 454.25640810599197 4.5000000000000009 14221.826750000002 13280.32026493133 20526.779000000006 12888.561000000003 581.65774999999951 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 11 8 12 22 10 18 -8 -6 -2 24 15 21 -12 25 -18 19 -1 -20 27 -5 -24 -3 -7 28 -15 -16 -14 right_child=2 5 -4 6 7 16 9 -9 -10 -11 13 -13 29 14 26 -17 17 -19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-18.477068512837629 -1.4957708581942053 0.37090753708244828 53.6919653932164 -1.5380545123946185 -7.4300252371506303 1.3647547338349233 -0.069063960538079144 -10.479771844953339 -5.146073303580339 -3.5644505748466662 0.4021020838184074 5.5109557556757727 -1.3751111819161306 -8.5759677569517105 1.1866868199508813 -4.8823098302842229 3.07055411057335 -7.2914846225198451 -31.562312161111706 3.0029306862056666 -32.115881339551599 -0.72739200887137789 -3.1671422805384273 -4.0304892545709885 -0.98592908543118041 -1.5914727972796996 -1.9602376615378663 0.78347774885320787 -3.6885582944363757 -3.484077755183701 leaf_weight=30 247 2771 44846 443 91 1176 2922 46 175 196 912 16792 2245 92 95 42 4439 58 65 32 31 1607 304 75 1492 1023 1109 47 954 116 leaf_count=30 247 2771 44846 443 91 1176 2922 46 175 196 912 16792 2245 92 95 42 4439 58 65 32 31 1607 304 75 1492 1023 1109 47 954 116 internal_value=0.00240186 -0.00113728 0.00340448 0.00215816 -0.00407057 3.60362e-05 -0.0020203 -0.00343944 -0.0135375 -0.000708146 -0.0032257 0.00312436 -0.00140459 -0.00299053 -0.00372541 1.67716e-05 0.00146117 0.00233667 -0.0210633 -0.0114839 -0.02725 -0.00170447 -0.00699757 -0.0104591 -0.000344358 -0.00032924 -0.00536052 -0.00952518 -0.00724881 -0.00331893 internal_weight=84473 18648 65825 20979 5328 13320 3940 4995 333 3118 4949 17039 6624 4858 3904 954 6696 4497 158 62 96 1746 822 379 4263 2199 2158 139 1049 2361 internal_count=84473 18648 65825 20979 5328 13320 3940 4995 333 3118 4949 17039 6624 4858 3904 954 6696 4497 158 62 96 1746 822 379 4263 2199 2158 139 1049 2361 is_linear=0 shrinkage=0.04 Tree=61 num_leaves=31 num_cat=0 split_feature=28 28 10 31 28 30 28 23 0 19 30 27 23 10 13 26 25 2 30 2 28 33 13 1 30 20 10 25 6 0 split_gain=179.252 37 29.4758 30.3534 28.4401 19.169 18.961 17.6145 13.4088 9.86799 8.67194 8.04919 7.57924 6.29787 6.17925 5.56631 6.72653 5.53699 5.31106 5.1345 5.12271 5.341 4.85536 4.14351 4.12007 4.7332 6.93032 4.48812 4.42938 4.11769 threshold=15925.703460017006 14052.992667229033 0.60355339059327384 19235.68869791667 18526.887804915797 323.68458316081779 12152.10306833303 -127.36400000000138 20.500000000000004 12888.561000000003 208.82929518272462 -752.44499999999778 -947.36125000000072 -0.78656609248549325 -0.84315017450793706 -628.52899999999943 -851.76850000000093 1.5000000000000002 49.154644533130671 4.5000000000000009 14622.35758875419 14157.228500000003 0.93544191479114935 1.5000000000000002 49.154644533130671 16545.877750000003 -0.60355339059327384 -2671.5234999999989 1.0000000180025095e-35 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 6 -2 4 5 14 9 10 12 15 19 23 22 18 -4 -1 -17 -14 -9 -3 21 -15 -8 -7 -19 28 27 -27 -26 -22 right_child=2 7 3 -5 -6 11 8 13 -10 -11 -12 -13 17 20 -16 16 -18 24 -20 -21 29 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-32.213623313221277 25.452658896854857 0.36403699111591181 -2.0090211069626438 5.2245625775936038 13.671015627196121 -2.134613834161867 -3.9771110921974389 1.2677422139836738 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-0.00878106 -0.00818543 -0.00356721 -0.00421275 -0.00200414 -0.011 -0.00555374 0.0028588 internal_weight=84473 19314 65159 15280 6441 4490 5328 13986 4995 333 7359 2674 4949 6627 1816 158 90 4611 1145 4960 5482 1346 338 604 3050 2557 966 120 1591 4136 internal_count=84473 19314 65159 15280 6441 4490 5328 13986 4995 333 7359 2674 4949 6627 1816 158 90 4611 1145 4960 5482 1346 338 604 3050 2557 966 120 1591 4136 is_linear=0 shrinkage=0.04 Tree=62 num_leaves=31 num_cat=0 split_feature=28 28 28 0 23 33 27 2 23 0 23 30 15 30 28 24 23 2 10 27 27 26 22 19 22 1 0 28 30 23 split_gain=172.317 39.0681 25.2554 46.4928 21.0585 20.5495 16.0254 10.9364 8.87146 8.43032 7.8901 7.49267 7.4013 6.98991 6.71294 6.64996 6.07559 5.61041 5.49834 5.36739 5.11993 5.00091 4.99419 9.32249 4.95154 4.90598 4.88598 4.80429 4.32226 7.0071 threshold=16202.118246967237 14190.638755051737 18483.547152091658 20.500000000000004 -58.093750000001812 11162.075500000001 -673.45699999999658 4.5000000000000009 120.82000000000245 22.500000000000004 -1246.6977499999982 485.82691111126024 16206.391250000002 47.0182400597973 12426.92047526729 -1462.6187499999994 -987.24549999999897 2.5000000000000004 -0.78656609248549325 569.76375000000019 594.88350000000003 2115.320000000002 12599.583000000002 13858.767000000002 15647.446000000002 1.0000000180025095e-35 21.500000000000004 17429.731362802606 49.154644533130671 105.36549999999808 decision_type=2 2 2 2 2 2 2 2 2 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 10 7 8 17 19 21 14 25 -8 18 -9 15 -7 -16 -5 -6 -3 -15 24 23 -17 -1 27 -19 -2 29 -18 right_child=2 4 -4 6 12 9 11 13 -10 -11 -12 -13 -14 20 16 22 28 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-28.764888226158984 -1.4258396767066819 0.40939827851093408 51.980727794588603 -3.4575715702718162 -0.19162480356160697 -12.197944950616316 0.2507374892589177 0.9525143070948906 -6.9469493584275561 -8.3163828257701304 8.0817138777831765 -3.3153039702857079 -5.7389456807582988 -1.5006825152499632 -4.3113006316526796 -9.4399289530996739 0.79453550048047816 -3.0687558370253347 4.6863808711621315 -1.8214218057773048 -3.7005435318676296 -5.6820294335608663 -2.3293523914130403 -2.399690196347267 -16.590219620440251 1.3690255676018899 -0.49966584675735304 3.5737990971302067 -1.6308028434944606 -4.5932357658586618 leaf_weight=55 243 4757 44513 369 1157 32 2562 504 101 37 13695 212 70 3177 345 101 825 157 5465 439 82 38 307 91 67 573 386 118 3939 56 leaf_count=55 243 4757 44513 369 1157 32 2562 504 101 37 13695 212 70 3177 345 101 825 157 5465 439 82 38 307 91 67 573 386 118 3939 56 internal_value=0.00240991 -0.000668053 0.0034703 0.00222004 0.000383618 -0.00341408 -0.0017949 -0.000884474 -0.0143908 -0.00291436 0.00323166 -0.000282624 0.00208129 -0.00252671 -0.00279073 -0.00707345 -0.00235044 -0.00639474 0.00221806 0.00030485 -0.00320466 -0.02025 -0.00593988 -0.011 -0.0241967 -0.000325482 -0.00380847 -0.00397784 -0.0019834 0.000549376 internal_weight=84473 21645 62828 18315 15651 5994 3686 8959 261 5733 14629 2774 6692 3763 5696 531 5165 912 6622 5196 3259 160 499 192 122 934 543 361 4820 881 internal_count=84473 21645 62828 18315 15651 5994 3686 8959 261 5733 14629 2774 6692 3763 5696 531 5165 912 6622 5196 3259 160 499 192 122 934 543 361 4820 881 is_linear=0 shrinkage=0.04 Tree=63 num_leaves=31 num_cat=0 split_feature=28 28 28 0 33 23 30 2 23 27 15 23 0 1 28 34 30 28 15 26 0 30 23 22 27 3 32 30 30 28 split_gain=168.034 34.775 25.4384 44.0832 20.0792 18.8423 14.3615 9.06839 9.04342 9.02062 7.28229 7.04419 6.76129 6.34969 6.29092 6.26857 5.98663 5.6971 6.56479 5.65453 5.32013 8.30049 5.25121 4.95154 4.9067 4.56494 4.5097 4.11575 4.09661 4.03375 threshold=16164.757385388108 14190.638755051737 18526.887804915797 20.500000000000004 11162.075500000001 -58.093750000001812 485.82691111126024 4.5000000000000009 120.82000000000245 -712.1130000000029 16206.391250000002 -1137.0874999999985 22.500000000000004 1.0000000180025095e-35 12774.065400707994 22752.113750000004 47.0182400597973 14857.708620351243 14910.008750000003 2115.320000000002 5.5000000000000009 73.360593132671525 -1065.0200000000011 15647.446000000002 569.76375000000019 121.50000000000001 2496.5564529449452 250.60493373101357 217.57206333132783 17429.731362802606 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 11 8 7 9 24 19 -5 17 13 14 15 20 -2 -9 18 28 23 21 -6 -16 -1 27 -23 -8 -3 -7 -11 right_child=2 5 -4 6 12 10 26 16 -10 29 -12 -13 -14 -15 22 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-27.614292697112653 -1.4744766340564395 0.67569059463155046 51.234976904160817 -2.0273250516237922 -1.3184739132320507 -0.35805423834171618 -2.3892242659941663 0.90165131939865339 -6.6690713840904587 -0.43880810054915009 -5.6542014894922437 8.228520560885169 -7.9837275127393585 2.3277854612017661 -4.8843333818479149 3.5183153750510954 -1.552301821605544 4.2399692883769076 -9.09989237450554 -5.4547482562184193 0.23511773301905478 -13.346685160974376 -1.061349892747014 -15.926610835622625 -1.7506957430792469 -4.8821738934160139 -3.6416363629429949 -0.82530360014538984 8.2124644868611707 1.4987554057680643 leaf_weight=55 315 3836 44180 679 391 1218 276 495 101 1452 52 13736 37 934 225 196 3205 4720 44 38 231 66 4303 67 435 480 129 812 501 1264 leaf_count=55 315 3836 44180 679 391 1218 276 495 101 1452 52 13736 37 934 225 196 3205 4720 44 38 231 66 4303 67 435 480 129 812 501 1264 internal_value=0.00242032 -0.000650901 0.00345663 0.00223192 -0.0032339 0.000359838 -0.00162105 -0.000850279 -0.0140843 -0.000771723 0.00198623 0.00319636 -0.00273993 0.000539793 -0.00262921 -0.00304501 -0.00235676 0.00210582 0.000165627 -0.02 -0.00524658 -0.00658698 -0.00195406 -0.0241967 0.000246311 -0.00977289 -0.00874074 0.000626506 0.000556137 0.000259205 internal_weight=84473 21312 63161 18981 5994 15318 3800 8783 261 3395 6535 15181 5733 1445 5696 511 3700 6483 1763 160 1168 937 4528 122 5083 546 405 4648 1719 2716 internal_count=84473 21312 63161 18981 5994 15318 3800 8783 261 3395 6535 15181 5733 1445 5696 511 3700 6483 1763 160 1168 937 4528 122 5083 546 405 4648 1719 2716 is_linear=0 shrinkage=0.04 Tree=64 num_leaves=31 num_cat=0 split_feature=28 28 28 0 23 30 28 30 19 28 23 35 2 30 0 10 23 23 15 36 20 27 0 0 3 6 23 30 33 33 split_gain=163.503 32.7053 25.2696 43.1804 17.5305 16.8892 15.3563 11.6495 10.8741 9.24235 9.02178 8.61128 8.53953 7.48015 7.32578 7.09482 6.56858 6.47059 6.13407 5.78793 5.23896 5.15907 5.06306 5.00803 5.22722 4.9391 4.59221 4.52952 4.23648 4.18711 threshold=16202.118246967237 13618.961938426417 18624.035337093061 20.500000000000004 -62.964750000000087 485.82691111126024 12152.10306833303 50.302810731898866 13015.792000000003 14622.35758875419 -868.14850000000104 18484.316489955359 4.5000000000000009 222.551602957055 21.500000000000004 -0.70710678118654757 -1476.5537500000007 -42.864999999999775 16206.391250000002 2524.3130302815107 12748.679750000001 581.65774999999951 22.500000000000004 20.500000000000004 140.50000000000003 1.0000000180025095e-35 -1368.3074999999988 47.0182400597973 14157.228500000003 14770.367000000002 decision_type=2 2 2 2 2 2 2 2 2 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 16 7 11 8 -3 17 28 -8 13 21 -5 -15 18 -2 19 -11 20 -1 25 -7 -17 -25 -9 -14 -12 -6 -16 right_child=2 4 -4 5 9 22 10 12 -10 15 27 -13 26 14 29 23 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-14.491121254733352 -1.393826747901932 0.87522764964717326 51.564724417826476 3.9762887119688468 -0.18932687089165817 -3.4377591661027993 -5.2541652935674676 0.22939865467247988 -3.0181213856645317 0.072902301782031387 0.34804419219446603 1.6147764952612003 -5.313124536970407 -4.0808688013230681 -1.4236426452523185 6.3548327313676776 6.5113581185212199 -25.46666011464141 -5.6418234148791715 -26.103719844504845 0.81539405052685643 -1.8838665541377211 -2.9728201544458734 -7.1857202912208633 0.81497336737442427 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2268 1924 5661 15384 170 1169 118 46 4787 446 4492 90 4361 3795 3094 1996 1643 is_linear=0 shrinkage=0.04 Tree=65 num_leaves=31 num_cat=0 split_feature=28 28 23 31 23 33 30 35 20 10 28 30 28 30 1 2 34 21 2 35 21 19 0 28 13 30 0 3 14 28 split_gain=157.96 32.6106 22.6155 30.6183 21.0788 16.8669 9.91263 8.52749 9.49688 7.1782 7.0266 9.23638 6.84596 6.90414 8.78986 6.56457 8.54504 7.57469 5.68186 5.24317 5.19942 6.34491 5.0916 8.26285 6.81748 4.69782 4.54733 7.05442 4.47402 4.41908 threshold=16404.784767783753 14190.638755051737 -1028.0459999999991 18844.809231770836 -47.974499999998436 11162.075500000001 247.77089641851128 16449.87848400298 17417.391000000003 -0.70710678118654757 18757.008287931047 523.30664346596188 17548.128579975004 330.28134992691815 1.0000000180025095e-35 1.5000000000000002 16498.5275 14750.165000000003 4.5000000000000009 17750.004882812504 12405.957500000002 13775.090000000002 20.500000000000004 18577.082601147398 -0.84315017450793706 442.13977880640078 20.500000000000004 130.50000000000003 -0.96234030595689413 14760.040749986076 decision_type=2 2 2 2 2 2 2 2 2 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 10 6 7 18 -1 -9 -6 11 -2 13 -5 -15 -7 17 -17 28 -13 21 -18 -4 24 -24 -16 29 -28 -3 -11 right_child=2 4 22 12 9 15 -8 8 -10 26 -12 19 -14 14 25 16 20 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-8.3044330140722113 -1.5841499977620195 -0.82067306868397849 21.357761020307652 3.0240513692936366 -0.2266185374160081 -0.29332340856590861 -1.2468896137155436 -28.616312788767129 -8.882016407958762 0.77575667396612091 7.8505412808383701 -2.1398969400004773 5.9810212048775639 -2.2430408445513108 0.50327051601459216 -11.965789269945949 -4.5944728954123759 -3.9441866587143193 -0.69066560416580314 -4.4324832442798252 -1.7908803878919803 -2.3133888248984733 -3.3401006298459288 18.570022286695661 0.60520872130575853 -2.6757708941791587 -7.0519039070941494 1.1722603321353715 0.80303736619658983 7.1110373284920074 leaf_weight=148 1327 524 50105 566 1421 1829 2661 52 61 1210 182 81 4114 129 328 54 75 80 2658 61 3381 314 150 2688 1389 43 48 81 4120 4593 leaf_count=148 1327 524 50105 566 1421 1829 2661 52 61 1210 182 81 4114 129 328 54 75 80 2658 61 3381 314 150 2688 1389 43 48 81 4120 4593 internal_value=0.00243121 -0.000370656 0.00349904 0.00132982 0.000509587 -0.00291358 -0.00068935 -0.0128582 -0.0211327 0.0021341 -0.00341369 -0.0043322 0.0028417 -1.50092e-05 -0.00344 -0.00246084 -0.00338729 -0.0133134 7.23091e-05 -0.0140282 -0.00303448 -0.00741388 0.00377177 0.00243861 0.000101365 -0.000312668 0.00274579 -0.00468217 0.000916451 0.00291091 internal_weight=84473 23310 61163 6831 17316 5994 9963 261 113 7353 1651 1469 5180 1066 500 5733 3904 134 7302 142 3770 389 54332 4227 1539 371 5932 129 4644 5803 internal_count=84473 23310 61163 6831 17316 5994 9963 261 113 7353 1651 1469 5180 1066 500 5733 3904 134 7302 142 3770 389 54332 4227 1539 371 5932 129 4644 5803 is_linear=0 shrinkage=0.04 Tree=66 num_leaves=31 num_cat=0 split_feature=28 28 28 0 23 30 33 30 10 27 35 19 10 27 23 8 1 1 15 2 31 21 14 23 21 19 26 14 9 30 split_gain=153.443 29.878 22.1094 37.6395 19.7899 17.0399 16.8677 9.40046 10.0664 9.22913 8.11879 9.58204 6.9356 6.6629 6.19172 5.9212 6.4099 5.79751 5.74291 5.67948 5.90453 5.54731 5.52913 5.33152 5.22802 6.07487 5.04697 4.89619 6.55432 6.59629 threshold=16404.784767783753 14190.638755051737 18670.14370670083 19.500000000000004 -47.974499999998436 485.82691111126024 11162.075500000001 119.23096198701953 -0.70710678118654757 -845.38250000000141 16449.87848400298 13683.337500000001 -0.70710678118654757 516.59199999999885 -1246.6977499999982 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 15305.734500000002 1.5000000000000002 14230.702734375 14296.665000000003 0.99981043035926087 -1246.6977499999982 12405.957500000002 13775.090000000002 334.30149999999963 -0.72694848937061807 0.60355339059327384 31.400212505669156 decision_type=2 2 2 2 2 2 2 2 2 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 23 7 9 10 27 18 -5 -1 -12 -6 15 -8 17 -17 -10 -9 -16 21 -21 -11 -2 25 -22 -20 28 -3 -30 right_child=2 4 -4 5 12 -7 14 8 13 22 11 -13 -14 -15 19 16 -18 -19 26 20 24 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-7.9722556935092976 0.15188513264771514 1.0390445409653031 50.046981416523643 -2.2629844491747328 -0.21755379591938565 -2.8543303179133352 -7.141001544091929 -4.4075904231924907 -1.1826950508293603 0.43634561035644587 -27.786181715869454 -8.0912460360399798 4.5615380435824635 -2.0042943391874251 -0.2532642030342579 -0.36352426694961687 -3.0873037135333123 0.28519452033890647 -11.732514506323191 -10.088336773652484 -4.4106939795958651 -4.618492542839296 -8.6490549137754424 8.4561809506352255 -1.6849393729984588 -2.220853271902568 -4.4762847811398112 1.0134312394469855 0.33860110661438492 -2.2532108955996031 leaf_weight=148 829 503 43181 506 1421 473 58 137 1172 3354 48 65 5932 615 1819 264 177 3411 87 27 75 132 29 12791 3308 314 41 2893 197 466 leaf_count=148 829 503 43181 506 1421 473 58 137 1172 3354 48 65 5932 615 1819 264 177 3411 87 27 75 132 29 12791 3308 314 41 2893 197 466 internal_value=0.00243548 -0.00032604 0.00348793 0.00230942 0.000516517 -0.000924346 -0.00276009 -0.000645187 -0.00166396 -5.24555e-05 -0.012705 -0.0207788 0.00209058 -0.00130591 -0.00230734 -0.000824841 -0.0052517 -0.000398865 -0.00928302 -0.00217445 -0.00304357 -0.0105912 0.000701153 0.00334508 -0.00271896 -0.0071054 -0.015375 0.000836659 -0.00135163 -0.0039638 internal_weight=84473 23310 61163 17982 17316 4362 5994 9963 5904 3889 261 113 7353 5639 5733 5024 441 4583 265 5675 3856 159 3383 13620 3697 389 128 4059 1166 663 internal_count=84473 23310 61163 17982 17316 4362 5994 9963 5904 3889 261 113 7353 5639 5733 5024 441 4583 265 5675 3856 159 3383 13620 3697 389 128 4059 1166 663 is_linear=0 shrinkage=0.04 Tree=67 num_leaves=31 num_cat=0 split_feature=28 28 23 31 23 33 2 35 19 35 28 10 30 1 23 28 30 0 28 13 30 35 33 30 0 3 2 21 19 6 split_gain=150.042 27.7404 22.803 28.6341 19.4482 16.714 8.11278 7.52825 8.99841 7.39407 6.79862 6.76153 6.60489 8.19424 6.28414 6.00395 8.53982 5.48601 8.32141 7.23557 5.20369 5.13439 5.04756 4.96008 4.85786 5.92641 4.67174 5.15277 5.88519 4.48002 threshold=16404.784767783753 14368.713704698568 -1028.0459999999991 18844.809231770836 -58.093750000001812 11162.075500000001 4.5000000000000009 16449.87848400298 13471.316000000001 15774.709529017859 17548.128579975004 -0.70710678118654757 330.28134992691815 1.0000000180025095e-35 -1137.0874999999985 18757.008287931047 523.30664346596188 20.500000000000004 18876.051392832607 -0.95754239937548935 436.49130984195347 17750.004882812504 14987.992500000002 47.0182400597973 20.500000000000004 130.50000000000003 1.5000000000000002 12405.957500000002 13775.090000000002 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 5 3 15 6 7 22 -1 -9 -7 12 -6 -5 -14 -11 16 -2 -4 19 -19 -15 -18 -3 -8 -13 -26 -16 28 -28 -29 right_child=2 4 17 10 11 9 23 8 -10 14 -12 24 13 20 26 -17 21 18 -20 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31 leaf_value=-7.9778258547846885 -1.4933151377485938 -0.14363835039089506 20.114457830687758 2.7010881751537794 -0.18046270356674043 -7.0575374986584709 0.94084574685699029 -26.752971983000872 -7.6587237651879141 -4.2568599602928581 5.5431771101330289 5.1976435942997306 -2.4174264505044287 0.46674225902982008 -0.027245509251839838 5.5346403729439775 -2.4585835406908467 -3.9473802961018589 23.793089740702428 0.55424039587616236 -2.3673159763677423 -4.1410107017920703 1.6328240980865831 -1.2617391284101396 -6.9522892725536645 0.96632254413263408 -4.2342662204120032 -1.1609715958395339 -2.1436365014442154 -5.7417723943201828 leaf_weight=153 1327 4064 50105 566 1377 107 504 47 66 195 4114 5549 129 319 2050 182 81 80 2477 1670 52 61 1336 3355 48 84 75 3713 325 262 leaf_count=153 1327 4064 50105 566 1377 107 504 47 66 195 4114 5549 129 319 2050 182 81 80 2477 1670 52 61 1336 3355 48 84 75 3713 325 262 internal_value=0.00243216 -0.000298584 0.00347288 0.00129469 0.000604768 -0.00240641 -0.000600929 -0.0122406 -0.0200708 -0.00201754 0.00275676 0.00218646 -9.00561e-05 -0.00344 -0.00184894 -0.00329255 -0.00414159 0.00374674 0.00236291 0.000251429 -0.000420485 -0.0134648 0.0004 -0.00200155 0.00279599 -0.00478788 -0.00163424 -0.00237257 -0.0067 -0.00193711 internal_weight=84473 23310 61163 6831 16317 6993 9259 266 113 6727 5180 7058 1066 500 6620 1651 1469 54332 4227 1750 371 142 5400 3859 5681 132 6425 4375 400 3975 internal_count=84473 23310 61163 6831 16317 6993 9259 266 113 6727 5180 7058 1066 500 6620 1651 1469 54332 4227 1750 371 142 5400 3859 5681 132 6425 4375 400 3975 is_linear=0 shrinkage=0.04 Tree=68 num_leaves=31 num_cat=0 split_feature=28 28 23 30 28 10 0 28 30 19 23 10 30 29 17 0 14 27 1 29 23 2 31 21 25 33 1 31 0 10 split_gain=147.262 38.6884 28.5314 18.1824 15.4059 12.0154 10.6504 15.7396 16.6287 10.5075 8.95671 8.13838 7.79717 7.45869 7.11827 6.42791 10.7843 6.32779 6.20513 5.63045 6.62284 4.91751 6.44438 4.9831 4.6312 4.45905 3.82396 5.39007 3.66038 3.57169 threshold=17393.697293452915 14760.040749986076 -168.84750000000074 250.60493373101357 12152.10306833303 0.78656609248549303 21.500000000000004 18757.008287931047 492.80080014037742 12888.561000000003 -1201.4450000000004 -0.70710678118654757 229.69531674838905 16678.657103022673 16136.294000000002 19.500000000000004 -0.42179730054635828 -1157.1825000000006 2.5000000000000004 12340.682056852716 -42.864999999999775 1.5000000000000002 14230.702734375 12906.110000000002 -1199.2937500000005 13562.739000000003 1.0000000180025095e-35 18085.321888020841 1.0000000180025095e-35 -0.78656609248549325 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 13 9 14 -2 8 17 19 -6 12 -4 29 -5 -13 -17 -8 -18 20 -1 -12 -23 -24 -7 -10 27 -26 -28 -3 right_child=6 2 11 5 10 24 7 -9 25 -11 21 15 -14 -15 -16 16 18 -19 -20 -21 -22 22 23 -25 26 -27 28 -29 -30 -31 leaf_value=-20.431334981006991 28.595301890221517 -3.8909410242065876 1.1550886139019838 2.4895999566837412 -3.9463631854637238 0.68036951861199979 -2.3988183559422018 15.140730741140619 -3.69753290227517 -3.5055700123681035 0.072658265529639193 7.0128306871891315 -8.9427917341273879 2.0750003386241587 -8.1887604256155946 2.0764720783387078 -4.2679593873112944 0.86002528163194669 -6.297393363718335 0.80846156286672544 -23.874712170674631 -5.9416094891127251 -2.4823268442952684 -0.83020313445935956 -0.61833849722555878 -1.8015473586735919 0.018202520120512225 -2.0221570541843321 -1.3586881256142247 0.080821971817008523 leaf_weight=88 48260 220 1934 49 206 692 151 2533 81 175 2679 8441 219 2786 217 634 104 1528 24 23 47 270 948 5221 361 285 1116 413 1295 3473 leaf_count=88 48260 220 1934 49 206 692 151 2533 81 175 2679 8441 219 2786 217 634 104 1528 24 23 47 270 948 5221 361 285 1116 413 1295 3473 internal_value=0.00242837 0.000269954 0.0011972 -0.000292977 -0.00184032 -0.00236254 0.00372066 0.0018768 -0.000733496 -0.0102943 -0.0015384 0.00259105 0.000377148 0.00103041 -0.0105865 0.00310899 -0.000409449 0.000950566 -0.011 -0.0177722 -0.0208889 -0.00135205 -0.00195123 -0.0016865 -0.0017983 -0.00845902 -0.0024427 -0.00488889 -0.0016574 -0.000148389 internal_weight=84473 31635 21978 10622 9657 4143 52838 4578 2045 333 9324 11356 2153 6479 266 9203 762 1679 128 158 135 9118 6439 6169 3877 366 3185 774 2411 3693 internal_count=84473 31635 21978 10622 9657 4143 52838 4578 2045 333 9324 11356 2153 6479 266 9203 762 1679 128 158 135 9118 6439 6169 3877 366 3185 774 2411 3693 is_linear=0 shrinkage=0.04 Tree=69 num_leaves=31 num_cat=0 split_feature=28 28 23 30 33 28 0 30 9 29 27 23 10 35 19 28 24 30 0 14 30 2 6 16 27 1 2 22 31 19 split_gain=140.484 35.9891 27.7228 19.284 14.2471 11.0456 22.7813 15.5845 9.7203 7.71152 6.74939 6.65625 6.36358 5.97871 9.22691 5.54297 7.0221 5.08557 4.67031 6.24698 4.26726 4.42233 4.01545 3.99908 4.19203 3.83127 3.7609 3.64497 4.79813 3.57458 threshold=17393.697293452915 14760.040749986076 -42.864999999999775 247.77089641851128 11162.075500000001 18757.008287931047 19.500000000000004 492.80080014037742 -0.60355339059327362 16636.95056151877 -864.77299999999912 -1179.4325000000006 -0.70710678118654757 16483.069257440482 13364.307500000001 12916.988773168969 -1582.5997500000001 229.69531674838905 19.500000000000004 -0.42179730054635828 27.781200482508314 4.5000000000000009 1.0000000180025095e-35 18954.912500000002 441.50249999999966 2.5000000000000004 2.5000000000000004 12899.288000000002 14230.702734375 19149.523750000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 9 13 6 -2 10 -5 20 -8 -6 17 -1 -15 16 -13 -4 -14 -20 -3 -22 26 24 29 -9 -17 28 -18 -10 right_child=5 2 12 8 11 -7 7 25 23 -11 -12 15 18 14 -16 22 27 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-7.2368429754184866 11.794643206742293 1.3569313053091125 1.321086172715737 -6.287300725540681 -3.7149458912261104 48.591459155078667 -1.9503848297043829 -2.2813363792907162 -0.28566370279102382 2.2134186412134595 0.93348734318714977 -5.9809639951452631 8.293607462885749 -25.040814759918696 -7.0506027029254668 0.38094151222085104 -7.2487321497166706 -6.6085226773120258 2.0053805676736416 -4.2471145489891331 0.34709349392004846 -1.1362897209958416 -1.8396149854316723 -2.1549561243364184 -1.9276084359406747 -4.3834694405479944 -0.80279021805956985 -0.86998411685834087 -2.6699682702745577 -10.193579207759948 leaf_weight=177 7531 631 1559 219 244 42515 352 313 3287 3324 2070 112 7367 43 67 2554 24 194 524 100 2498 1505 495 380 353 57 4597 796 548 37 leaf_count=177 7531 631 1559 219 244 42515 352 313 3287 3324 2070 112 7367 43 67 2554 24 194 524 100 2498 1505 495 380 353 57 4597 796 548 37 internal_value=0.00242743 0.000319267 0.00121358 -5.42748e-05 -0.00171606 0.00368962 0.00251594 -0.0005702 -0.00222077 0.00110983 0.000597853 -0.00144717 0.00280542 -0.0104948 -0.0178182 -0.00127285 -0.00351351 0.000622932 0.00328419 -3.84614e-05 5.5244e-05 -0.00042668 -0.000839131 -0.00177767 -0.00137395 -0.00821622 -0.000597958 -0.00272515 -0.00516084 -0.000933815 internal_weight=84473 31635 21978 12234 9657 52838 10323 2792 4276 7958 2422 9370 9744 287 110 9126 1480 1753 7991 624 4634 4003 7646 4057 3677 370 7151 1368 572 3324 internal_count=84473 31635 21978 12234 9657 52838 10323 2792 4276 7958 2422 9370 9744 287 110 9126 1480 1753 7991 624 4634 4003 7646 4057 3677 370 7151 1368 572 3324 is_linear=0 shrinkage=0.04 Tree=70 num_leaves=31 num_cat=0 split_feature=28 28 28 0 23 33 30 30 10 35 30 27 9 16 35 0 23 14 9 10 28 24 15 13 30 24 15 33 1 29 split_gain=138.366 24.5202 21.9653 35.2194 18.7597 13.5658 13.3496 8.84306 9.27894 7.70135 7.47313 6.94949 5.76643 8.2542 5.2688 9.68149 5.1951 5.17314 7.03871 4.96085 4.95245 6.7406 4.75525 4.58158 4.54959 6.85979 5.21482 4.49624 4.7006 4.31092 threshold=16607.329777877803 14760.040749986076 18796.853753740394 19.500000000000004 -47.974499999998436 11162.075500000001 523.30664346596188 119.23096198701953 -0.70710678118654757 17799.269680059526 210.84675618813299 581.65774999999951 -0.60355339059327362 16708.201000000005 16483.069257440482 6.5000000000000009 -1179.4325000000006 -0.80417042486635371 0.60355339059327384 -0.70710678118654757 12916.988773168969 -1582.5997500000001 15305.734500000002 -0.85227431625818906 31.400212505669156 -444.5344999999997 15155.010500000002 14770.367000000002 1.5000000000000002 15865.535617592004 decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 14 9 17 22 10 -5 12 13 -10 -1 -16 -7 18 -3 -6 21 -18 -9 -11 -20 26 -26 28 -12 -28 right_child=2 4 -4 6 19 16 -8 8 11 23 27 -13 -14 -15 15 -17 20 -19 24 -21 -22 -23 -24 -25 25 -27 29 -29 -30 -31 leaf_value=-6.9473692564017355 6.9795407046324787 0.8440184159106866 47.852467895933522 3.9597827322708814 0.21406607767817151 -3.5663480555770581 -2.9726627289165668 -4.7975311931213831 -3.1140149465758786 -1.0882871770099727 -1.1245212497120687 -2.4484798138793185 -0.11956633355047937 -5.8911269306540568 -24.11741970528815 -6.6671669471728787 -5.741725435339446 1.2968753548864971 0.21495071755028936 5.6409014235492521 -0.55243449384747823 -1.9188347169489308 -8.6965449171662144 1.2872630632910691 -2.2880233702334793 5.1271082871495333 -2.8428213463922543 0.50711674894484582 -2.9843311390380638 -2.8319500367734416 leaf_weight=177 12982 327 42182 363 1264 244 244 88 108 538 426 362 4638 67 42 68 112 2614 89 5390 7646 1368 157 2026 97 56 39 198 539 22 leaf_count=177 12982 327 42182 363 1264 244 244 88 108 538 426 362 4638 67 42 68 112 2614 89 5390 7646 1368 157 2026 97 56 39 198 539 22 internal_value=0.00242743 -7.12711e-05 0.00347628 0.00227674 0.000923881 -0.00164979 -0.000845408 -0.000302862 -0.00129151 -0.000303178 -0.00255308 -0.000931401 -0.000529399 -0.00765714 -0.010216 -0.0170909 -0.00138741 0.00134895 -0.00190476 0.00252119 -0.0012334 -0.00335135 -0.00889796 0.00103588 -0.00629703 -0.00945794 -0.0137215 -0.00411694 -0.00524352 -0.0228852 internal_weight=84473 24975 59498 17316 15318 9657 4334 8664 5420 4090 1526 5175 4813 175 287 110 9370 3244 630 6654 9126 1480 245 2564 303 214 158 1163 965 61 internal_count=84473 24975 59498 17316 15318 9657 4334 8664 5420 4090 1526 5175 4813 175 287 110 9370 3244 630 6654 9126 1480 245 2564 303 214 158 1163 965 61 is_linear=0 shrinkage=0.04 Tree=71 num_leaves=31 num_cat=0 split_feature=28 28 23 30 33 0 28 30 9 35 10 35 0 33 1 2 34 25 21 0 14 1 30 16 27 23 1 24 28 27 split_gain=136.324 31.3204 25.8312 17.7181 12.5751 11.5048 21.2835 15.6405 7.89585 7.14128 6.12919 5.92917 9.68149 5.23136 5.06575 4.60332 5.7981 7.12463 5.04245 4.58356 6.5254 4.58747 4.35143 4.34279 3.89315 3.77208 3.76135 3.75119 3.75745 3.64775 threshold=17393.697293452915 14760.040749986076 -42.864999999999775 247.77089641851128 11162.075500000001 20.500000000000004 18912.854158012531 523.30664346596188 -0.60355339059327362 18395.844044642861 -0.70710678118654757 16483.069257440482 6.5000000000000009 15507.987500000001 2.5000000000000004 1.5000000000000002 16498.5275 -1431.9474999999982 12609.001000000002 19.500000000000004 -0.5129677127369543 1.5000000000000002 229.69531674838905 18954.912500000002 441.50249999999966 34.298000000000691 2.5000000000000004 -480.34399999999999 15373.870563268743 -634.22799999999722 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 9 11 -2 7 13 -5 -3 22 -1 -13 14 -7 -6 17 -17 25 27 -21 -22 -4 24 -10 -18 -9 28 -12 -20 right_child=5 2 10 8 15 6 -8 26 23 -11 19 12 -14 -15 -16 16 18 -19 29 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-6.6694744861456376 27.900206070818804 -0.040795138051208157 1.2362322949035858 -6.0529813274954636 0.079667559204847194 0.18316787853305386 18.482568607164723 -2.2899130908831844 -0.3636546866929769 1.5134140204245439 -5.8932894619230494 -23.152722917076634 -6.4004802692859784 3.1473625263638771 -1.5948574714768642 -1.8901199468848557 -1.8508363953822662 -8.8039698653659819 -4.0649214950337527 2.4678355661914857 -0.9938115340986291 -4.6027794744746462 -6.3527444133266862 -2.0929099895822025 -1.9119523267123157 -6.3446719395602234 -18.762785810071033 8.0135105182646242 1.5453028433186518 -0.83022084044775268 leaf_weight=177 45264 4114 1559 219 2671 1306 4842 228 3324 3844 26 42 68 725 448 111 571 81 82 453 103 68 194 380 353 89 25 7281 60 5765 leaf_count=177 45264 4114 1559 219 2671 1306 4842 228 3324 3844 26 42 68 725 448 111 571 81 82 453 103 68 194 380 353 89 25 7281 60 5765 internal_value=0.00242506 0.000348348 0.00118264 -4.11965e-05 -0.00155038 0.00366842 0.00222551 -0.000597364 -0.00211787 0.00107464 0.00271921 -0.00979791 -0.0170909 0.000369504 -0.000811858 -0.00129776 -0.00185759 -0.00870833 -0.00165545 0.00318909 -0.000102564 -0.00676023 0.000577296 -0.00171851 -0.0012978 -0.0049697 -0.0100711 0.0034679 -0.00483721 -0.00128134 internal_weight=84473 31635 21978 12234 9657 52838 7574 2732 4276 7958 9744 287 110 2479 1754 9370 6699 192 6507 7991 624 171 1753 4057 3677 660 253 7367 86 5847 internal_count=84473 31635 21978 12234 9657 52838 7574 2732 4276 7958 9744 287 110 2479 1754 9370 6699 192 6507 7991 624 171 1753 4057 3677 660 253 7367 86 5847 is_linear=0 shrinkage=0.04 Tree=72 num_leaves=31 num_cat=0 split_feature=28 23 34 16 30 28 19 9 30 30 28 10 24 14 33 28 0 30 19 28 15 27 27 27 3 10 0 11 30 9 split_gain=135.383 35.8495 27.3078 18.8603 18.0411 14.8171 10.2218 8.36804 8.08556 7.68518 8.94773 7.47585 6.82202 6.47961 6.42482 5.98519 12.7252 13.2938 5.50853 5.42772 5.26193 5.23661 5.09107 5.49813 5.28744 5.04719 4.92063 4.77788 4.45986 4.37235 threshold=17887.884427338144 126.4999999999982 22688.665000000005 12108.698000000002 97.225629048804137 14247.063513330953 12888.561000000003 0.60355339059327384 103.9148100720884 378.79390869293047 14052.992667229033 -0.78656609248549325 -340.71300000000059 -0.9575230291762723 11162.075500000001 18912.854158012531 20.500000000000004 523.30664346596188 18997.238500000003 14714.822753354589 15073.071000000002 -1081.0287500000011 536.75199999999961 -1018.7590000000017 257.50000000000006 -0.70710678118654757 19.500000000000004 -0.8783796973249266 359.26101851666823 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 3 6 7 8 12 -5 -3 10 29 -12 -1 20 -14 16 -2 21 19 -11 -9 -18 23 24 -13 -7 -27 -15 -4 -6 right_child=15 5 28 4 9 25 -8 13 -10 18 11 22 14 27 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-17.81213410441018 13.274675441772258 -4.1638934532397371 3.058537392513601 1.5214565495860672 -2.5936046551395679 1.0074527456821285 -3.5417789160087039 -1.6819838992290315 -0.11501422191147408 -7.6288449070838329 -3.418751340325044 -1.3112342864089084 -22.226614023710159 -0.99469908267057616 3.4220788574551264 48.539032319588735 -1.4275926136334574 -2.7941984385838716 -16.968852454029239 -1.3595000092359437 -3.0962027425596661 1.2854977513807975 -1.8044605734863399 0.05411888973326575 -6.5930434462518086 9.6736875268403679 -0.27080777644993342 0.37831808366319208 -2.4325151515382908 3.4870549953334757 leaf_weight=55 5793 219 3816 3413 1878 1556 77 373 1058 111 818 145 22 544 26 41183 146 213 41 1851 72 1507 636 7636 38 7603 536 2791 132 184 leaf_count=55 5793 219 3816 3413 1878 1556 77 373 1058 111 818 145 22 544 26 41183 146 213 41 1851 72 1507 636 7636 38 7603 536 2791 132 184 internal_value=0.00241606 0.000541214 -0.000305122 -0.000886292 -0.00077327 0.00244331 -0.0137778 0.000841374 -0.00160689 -0.00164402 -0.00124041 -0.00071045 -0.0220194 -0.000455026 -0.011 0.00378379 0.00275702 -0.000115755 -0.00392811 -0.00362487 -0.00498876 0.00109619 -0.000357185 -7.72476e-05 -0.00692896 0.00297679 0.00337584 0.000149925 0.00274367 -0.00362367 internal_weight=84473 35631 24659 20711 20531 10972 180 7193 1277 13338 11335 9273 103 3780 48 48842 7659 1866 2003 1962 445 1653 8455 7819 183 9695 8139 3335 3948 2062 internal_count=84473 35631 24659 20711 20531 10972 180 7193 1277 13338 11335 9273 103 3780 48 48842 7659 1866 2003 1962 445 1653 8455 7819 183 9695 8139 3335 3948 2062 is_linear=0 shrinkage=0.04 Tree=73 num_leaves=31 num_cat=0 split_feature=28 28 23 30 33 9 0 14 1 10 29 35 0 30 28 8 20 27 10 30 30 28 15 28 23 31 9 27 27 30 split_gain=134.039 34.1432 28.6667 17.5723 13.0453 11.3519 7.95962 9.26912 10.7574 8.59393 6.6515 6.28191 9.68149 6.24366 5.8676 12.9155 13.0414 5.41018 5.26615 5.1447 4.8513 4.82529 9.96477 4.69287 5.64416 4.57661 4.40987 5.80637 5.79181 4.46962 threshold=17887.884427338144 15027.208251738861 -318.74499999999892 301.08702806566458 11162.075500000001 -0.70710678118654735 19.500000000000004 -0.5129677127369543 2.5000000000000004 -0.70710678118654757 17450.273664199034 16483.069257440482 6.5000000000000009 92.61574251484285 18912.854158012531 1.0000000180025095e-35 18016.849000000006 608.34925000000305 0.78656609248549303 425.19547666520094 163.50130439779574 16202.118246967237 16136.728500000003 12620.403450404347 -655.12250000000029 17037.565088541669 0.91597561503675362 558.03300000000138 55.15750000000299 161.7295449995743 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 10 11 25 9 -8 -9 13 17 -1 -13 -4 15 -2 -17 18 20 -7 -3 22 -15 24 -6 -5 27 28 -25 -28 right_child=14 2 6 5 23 19 7 8 -10 -11 -12 12 -14 21 -16 16 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 29 -29 -30 -31 leaf_value=-6.107323161718484 8.1551298983813822 -0.27109746691869951 2.1336356744597826 -5.8371863544185087 -7.2175006202731735 -0.42332574887735541 2.0249008888791873 -1.5371425208090583 -6.1448171096323518 6.1245161153069647 3.7184120158817007 -21.337549439445166 -6.0439110645185421 -2.620040657560843 46.597471026805145 -1.4813417269492346 3.162078186393003 -2.7512372508871454 0.6216904509164678 -2.1049136931825503 -6.1940665598603584 0.64396209274218874 -5.6290764450158761 -1.5688385522138846 -2.2374071487123888 -8.2460201010520411 -0.80907516066928264 -2.2923688262716202 -0.11648593166911635 3.6573412724987362 leaf_weight=186 6098 569 1465 98 44 2762 757 271 72 10144 1940 42 68 450 41183 595 966 229 3213 896 152 865 49 2201 805 44 1015 618 5454 1222 leaf_count=186 6098 569 1465 98 44 2762 757 271 72 10144 1940 42 68 450 41183 595 966 229 3213 896 152 865 49 2201 805 44 1015 618 5454 1222 internal_value=0.00241796 0.00055244 0.00141575 -0.000233061 -0.00122351 -0.00236842 0.002576 -0.000690909 -0.00614577 0.002853 0.00109651 -0.00951351 -0.0170909 0.0009035 0.00377888 0.00276224 -0.000484305 0.000195052 0.000542959 -0.00193767 -0.00254646 -0.00104399 -0.00417635 -0.00100748 -0.00386808 -0.0134648 -0.000776403 -0.00120247 -0.000901371 0.000799285 internal_weight=84473 35631 23976 9903 11655 3800 14073 1100 343 12973 6103 296 110 2829 48842 7659 1561 4163 3934 3658 721 1364 499 11359 849 142 10510 8273 7655 2237 internal_count=84473 35631 23976 9903 11655 3800 14073 1100 343 12973 6103 296 110 2829 48842 7659 1561 4163 3934 3658 721 1364 499 11359 849 142 10510 8273 7655 2237 is_linear=0 shrinkage=0.04 Tree=74 num_leaves=31 num_cat=0 split_feature=28 28 0 23 33 30 2 20 33 35 30 0 30 33 16 27 34 29 23 6 30 30 10 10 33 20 14 13 13 23 split_gain=131.518 22.5279 32.6052 19.9014 17.5345 14.3744 10.4209 10.9029 8.52546 7.61706 7.08972 8.78478 8.38656 7.05672 6.76284 6.75779 6.05835 6.74539 5.50316 5.13185 4.902 4.40706 9.86975 4.42386 3.97076 4.17568 3.9619 3.80486 3.62976 3.49531 threshold=16607.329777877803 18989.589962288057 19.500000000000004 242.09649999999968 11162.075500000001 523.30664346596188 4.5000000000000009 16213.278000000002 14987.992500000002 19216.267846726194 188.46219366093661 21.500000000000004 382.83309963825548 12634.808750000002 12108.698000000002 569.76375000000019 16498.5275 14994.533935578373 -1268.6815000000004 1.0000000180025095e-35 186.23884092087272 63.976663492157464 -0.60355339059327384 0.25881904510252057 14951.615000000002 17660.889500000005 -0.065537083312030994 0.99983759474438971 -0.84315017450793706 -1530.4759999999985 decision_type=2 2 2 2 2 2 2 2 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 18 4 14 9 8 16 15 10 -4 12 28 -5 20 19 17 -8 -2 27 -1 -9 -23 -24 25 -13 -14 29 -12 -6 right_child=1 -3 5 13 6 -7 7 21 -10 -11 11 24 26 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-19.779909655010087 -0.1438295310709862 47.237842356685618 4.6673710773679122 0.44423560271529061 -3.0889492868202 -2.6004672919162477 -10.029860355995039 0.87565856526122277 1.8256723624565419 2.6405310330920084 -4.1252127790138351 -1.356615897125883 -9.0675072757879001 6.5149627237798997 -7.3582483175955069 -2.0027732913052332 -1.4995822220817936 1.6383949385695289 7.8054715770784293 -1.5546065389870962 -10.98103517896179 -3.925446879590623 3.6112583256740431 -0.42996731048470482 0.67060722684151575 1.4110148370815139 -3.0332120431873739 -3.0191555050963319 -1.6585919806064828 0.39766820264854102 leaf_weight=61 691 40517 594 2042 99 310 46 1519 2183 1223 132 1134 35 3191 127 591 3460 24 13562 714 20 808 972 2272 707 237 30 88 326 6758 leaf_count=61 691 40517 594 2042 99 310 46 1519 2183 1223 132 1134 35 3191 127 591 3460 24 13562 714 20 808 972 2272 707 237 30 88 326 6758 internal_value=0.00241606 0.00343864 0.00230146 -2.00199e-05 -0.000601357 -0.000576988 -0.000478345 -0.00146753 0.000384549 7.24325e-06 -0.00102034 -0.0019208 -0.00655449 0.00217313 -0.0121538 -0.000203636 -0.0032068 -0.0148571 0.0032563 0.000114375 -0.0211852 -0.000365464 -0.00105429 -6.90504e-05 -0.000754572 -0.00201021 -0.02 0.000446364 -0.00464629 0.000552428 internal_weight=84473 59498 18981 24975 19742 4728 19534 9101 10433 4418 3195 2601 523 5233 208 8250 3530 70 14253 7659 81 5571 4052 3244 2078 1371 65 6945 458 6857 internal_count=84473 59498 18981 24975 19742 4728 19534 9101 10433 4418 3195 2601 523 5233 208 8250 3530 70 14253 7659 81 5571 4052 3244 2078 1371 65 6945 458 6857 is_linear=0 shrinkage=0.04 Tree=75 num_leaves=31 num_cat=0 split_feature=28 23 31 16 30 28 28 19 30 28 30 10 0 27 0 29 30 1 27 3 15 3 24 33 14 34 27 1 25 0 split_gain=131.023 33.6538 25.3559 16.3492 15.5513 13.833 9.25302 8.73986 7.44636 6.85788 8.12965 7.49544 6.42728 6.29133 5.80431 12.2985 17.744 8.61001 5.79632 5.46492 5.36921 5.29315 5.26696 6.56116 4.91828 4.37446 5.83859 6.23158 4.05501 3.98516 threshold=18025.577625592839 137.18000000000032 20123.665739583335 12108.698000000002 97.225629048804137 14857.708620351243 15528.768834958275 12888.561000000003 98.325152703589609 13393.219174162363 348.04149266744224 -0.78656609248549325 22.500000000000004 569.76375000000019 20.500000000000004 19903.538180269654 499.11774944669639 2.5000000000000004 -1118.4349999999993 162.50000000000003 14910.008750000003 112.50000000000001 -340.71300000000059 11162.075500000001 -0.9575230291762723 21422.48875 -293.93974999999949 1.0000000180025095e-35 -1778.4719999999995 9.5000000000000018 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 2 3 7 6 8 24 22 -3 21 11 -11 25 -13 -2 16 18 -18 -16 -19 -10 -6 -1 -24 -5 -12 -27 -28 -23 -7 right_child=14 5 -4 4 9 29 -8 -9 20 10 12 13 -14 -15 15 -17 17 19 -20 -21 -22 28 23 -25 -26 26 27 -29 -30 -31 leaf_value=-15.835921496167686 35.273225021783922 -3.2386183251716658 3.1164689108580768 -1.5535232881809891 -6.0465722375693076 13.291322683232368 3.052707360748665 -3.2241533804386746 1.1106923377510516 -2.9569546762073657 -1.5851999954444025 0.031217815578692597 -0.82874260788374599 -2.0546653465336311 -1.844702871318207 14.947015233137368 -1.3178389767856038 -11.219080344368095 1.8795644242601837 -18.711145059821284 -9.9939516190244078 1.2046994367910155 -19.710402646007548 3.58065567095124 0.19493624856293476 -16.837625077399636 -3.0717326540890895 -0.19705152449575949 -2.497459733952188 3.0992563052772724 leaf_weight=55 41363 347 3592 572 195 5605 2239 79 1798 906 1116 8445 1708 563 108 4436 307 33 1568 28 23 220 22 27 4733 43 106 128 729 3379 leaf_count=55 41363 347 3592 572 195 5605 2239 79 1798 906 1116 8445 1708 563 108 4436 307 33 1568 28 23 220 22 27 4733 43 106 128 729 3379 internal_value=0.00240754 0.000607153 -0.000194992 -0.000706205 -0.000605815 0.00243974 0.000861082 -0.012612 -0.000428044 -0.00138739 -0.00112639 -0.000567278 -0.0029139 -0.000218472 0.00378597 0.00267284 0.000105675 -0.00784783 0.00185203 -0.0215738 0.000595277 -0.00435664 -0.0202308 -0.0106939 -4.90102e-05 -0.00493037 -0.0094296 -0.00694017 -0.00312329 0.00313179 internal_weight=84473 36630 25478 21886 21703 11152 7544 183 2168 14159 13015 9914 3101 9008 47843 6480 2044 368 1676 61 1821 1144 104 49 5305 1393 277 234 949 8984 internal_count=84473 36630 25478 21886 21703 11152 7544 183 2168 14159 13015 9914 3101 9008 47843 6480 2044 368 1676 61 1821 1144 104 49 5305 1393 277 234 949 8984 is_linear=0 shrinkage=0.04 Tree=76 num_leaves=31 num_cat=0 split_feature=28 23 35 28 33 30 28 9 15 21 30 30 0 25 3 9 30 28 0 30 1 33 27 2 35 33 9 3 9 15 split_gain=128.552 33.2082 24.9242 14.756 14.7319 12.7022 12.5652 9.17935 9.09448 8.18942 7.27578 5.55231 5.48234 5.46133 5.37262 5.15836 4.47293 4.42667 9.98821 15.3016 7.52425 3.93205 3.88571 3.8304 3.7784 3.69286 3.5948 3.84072 4.74771 4.88536 threshold=18171.346405342334 120.82000000000245 19523.449972098217 14571.017363606739 11515.210000000003 222.551602957055 15528.768834958275 -0.70710678118654735 12108.698000000002 14112.785000000002 98.325152703589609 454.25640810599197 22.500000000000004 -2085.5512500000009 349.50000000000006 0.78656609248549325 26.486488835525197 19170.71226787673 20.500000000000004 514.39566459086393 2.5000000000000004 13326.452500000001 483.60225000000179 4.5000000000000009 17156.396156994051 14903.740000000003 0.98296291314453421 187.50000000000003 0.60355339059327384 14538.719500000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 10 8 6 16 13 9 -1 -3 22 25 -7 -4 -5 -6 18 -2 -20 21 -21 24 -18 -9 -13 27 28 -25 -30 right_child=17 3 14 15 5 7 -8 11 -10 -11 -12 12 -14 -15 -16 -17 23 -19 19 20 -22 -23 -24 26 -26 -27 -28 -29 29 -31 leaf_value=-15.307867781260864 14.649982338751277 -3.774777522173006 2.0608187571839358 3.0266598708144326 0.67747175749369848 -0.55467339923020609 1.607310892844217 -1.6035954246584221 -2.8287966382331682 -9.2312628988778833 0.2564750849282495 -3.1546913308963545 -1.3254201569077741 -5.3488407054563183 -0.94541720762888393 13.436212238627135 -0.20605785157262729 50.186692016952442 1.3994539831604798 -3.2242546886927812 -18.040136756659194 -1.0630552678830174 -2.2605052095986906 -1.1161678888992623 -0.16768930138262136 -9.1088916220488851 3.4929563960411838 -0.56789089788609393 -1.9461997971392575 -2.836005203830859 leaf_weight=70 6112 291 5174 4508 955 140 4405 1237 287 62 1501 173 451 299 437 5651 4444 38852 1563 51 32 234 380 768 3847 37 223 1505 589 195 leaf_count=70 6112 291 5174 4508 955 140 4405 1237 287 62 1501 173 451 299 437 5651 4444 38852 1563 51 32 234 380 768 3847 37 223 1505 589 195 internal_value=0.00241275 0.000671716 -0.000138951 0.00241352 -0.000797927 -0.000639658 8.07094e-05 -0.00207556 -0.00821957 -0.0169091 -0.000933036 -0.0016751 -0.00513767 -0.00766287 0.00221779 0.00300384 -0.000802396 0.00381129 0.00295395 0.000404255 -0.00760883 -0.00554386 -0.00125622 -0.0011217 -0.000964595 -0.0104762 -0.00215854 -0.00251619 -0.00391237 -0.00610204 internal_weight=84473 37629 25678 11951 20067 19648 13084 6564 419 132 1792 6125 661 439 5611 10159 8679 46844 7992 1880 317 285 5464 7724 5084 210 3280 3057 1552 784 internal_count=84473 37629 25678 11951 20067 19648 13084 6564 419 132 1792 6125 661 439 5611 10159 8679 46844 7992 1880 317 285 5464 7724 5084 210 3280 3057 1552 784 is_linear=0 shrinkage=0.04 Tree=77 num_leaves=31 num_cat=0 split_feature=28 23 31 16 30 28 28 28 0 30 33 0 22 10 27 28 30 9 30 15 9 27 0 30 14 1 0 13 20 30 split_gain=127.881 28.1452 20.571 14.0986 13.4425 12.717 7.74461 7.73168 13.053 13.1977 7.27063 7.84975 6.65542 6.30162 6.27099 6.87617 8.06156 6.04484 5.17333 5.61525 4.79884 4.62333 4.37933 4.22887 4.18817 4.15184 9.33065 3.90139 3.75352 3.74974 threshold=17802.98248435817 126.4999999999982 20293.184817708338 12108.698000000002 97.225629048804137 14857.708620351243 15528.768834958275 19027.71006384405 19.500000000000004 523.30664346596188 11790.150000000003 5.5000000000000009 15335.0905 -0.78656609248549325 558.03300000000138 13280.32026493133 310.73514467526468 -0.70710678118654735 98.325152703589609 14950.500000000002 0.78656609248549325 -1081.0287500000011 5.5000000000000009 175.23038192580779 -0.94703994556331683 1.0000000180025095e-35 1.5000000000000002 0.8697513045430848 19828.748750000002 485.82691111126024 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 10 6 18 24 8 -2 21 11 12 -1 -6 15 22 -17 -18 -3 -20 28 -10 23 -15 -5 26 -19 -25 -7 -27 right_child=7 5 -4 4 13 20 -8 -9 9 -11 -12 -13 -14 14 -16 16 17 25 19 -21 -22 -23 -24 27 -26 29 -28 -29 -30 -31 leaf_value=-15.05038804881762 11.771166610140703 -3.1967738978331273 3.2601509548221919 -1.2353524088907715 -3.4770417322468168 0.52837528762765973 2.6888238275216678 43.488372760515922 -1.3230425481767136 -2.2682759115176077 3.3115024729608851 -9.9184133624907478 -3.7804763717525023 -2.2791176911925386 -2.2238830184347047 0.17680895546128925 -6.1719037005195423 -1.9245391344047207 1.0112774504401003 -9.7510848175396614 13.43382988077183 1.1452025017872185 2.1687117941941092 -2.8690002192032433 0.20398550031528309 -0.2044980321215385 0.063557242376604373 -10.704676825593619 4.617545671009859 -2.3405792124972353 leaf_weight=61 6769 378 2940 644 873 1455 2174 40184 179 271 41 56 22 556 838 7388 157 481 1850 22 4723 2105 170 147 4631 2430 439 45 2286 158 leaf_count=61 6769 378 2940 644 873 1455 2174 40184 179 271 41 56 22 556 838 7388 157 481 1850 22 4723 2105 170 147 4631 2430 439 45 2286 158 internal_value=0.00240849 0.000556557 -0.000197765 -0.000630472 -0.000535516 0.00226395 0.00083179 0.00371641 0.00267868 0.000242662 -0.0117778 -0.0161439 -0.0239518 -0.00127993 -0.00105582 -0.000821652 -0.000545372 -0.00207913 -0.000408889 0.000452992 0.00297448 0.00123292 -0.00414815 -0.00546524 3.79162e-06 -0.00173546 -0.00404348 -0.0105833 0.0019043 -0.000914992 internal_weight=84473 34965 24251 21311 21131 10714 7449 49508 9324 2555 180 139 83 13682 12809 11971 11053 3665 2250 1872 8464 2284 918 748 5275 3508 920 192 3741 2588 internal_count=84473 34965 24251 21311 21131 10714 7449 49508 9324 2555 180 139 83 13682 12809 11971 11053 3665 2250 1872 8464 2284 918 748 5275 3508 920 192 3741 2588 is_linear=0 shrinkage=0.04 Tree=78 num_leaves=31 num_cat=0 split_feature=28 28 23 30 33 0 13 1 10 35 0 24 13 1 0 29 30 1 9 27 3 19 2 18 27 21 30 1 36 16 split_gain=125.583 31.3627 25.8793 15.5588 12.0952 8.00889 9.59382 8.16818 7.5833 6.61826 9.39497 5.83901 6.19407 5.56846 5.49788 11.0473 17.2269 11.4706 5.48411 5.34112 5.16006 4.64635 4.6078 4.38924 4.65734 4.2503 4.2017 5.0814 4.18166 4.87772 threshold=18171.346405342334 15528.768834958275 -318.74499999999892 301.08702806566458 11162.075500000001 19.500000000000004 -0.84315017450793706 1.5000000000000002 -0.60355339059327384 16483.069257440482 6.5000000000000009 -134.90499999999881 0.85226249403558707 1.0000000180025095e-35 20.500000000000004 20124.441347881253 514.39566459086393 2.5000000000000004 -0.70710678118654735 569.76375000000019 364.50000000000006 15811.937500000002 4.5000000000000009 17533.752500000006 536.75199999999961 14559.571500000002 210.84675618813299 2.5000000000000004 2562.6916131458606 13471.316000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 20 9 8 7 -7 -4 -1 -11 13 25 -6 -2 16 -16 21 -5 22 23 -18 -15 -3 -25 -13 -8 -28 29 -14 right_child=14 2 5 18 11 6 26 -9 -10 10 -12 12 28 19 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-5.3302772925951114 33.668957882440317 -1.2641728511250749 1.7888811136532503 -5.3724950525873325 -1.1113133759717091 -0.70850938303847688 2.6999131016881184 -6.2997706422638418 8.0891024442626218 -18.319807150399377 -5.5309376313458438 -0.40642292866477264 -8.6061194610464948 0.41865767066867809 1.5033094334206791 17.448399618862329 -3.0246129097380594 -17.785308526099186 -0.69516865078913681 -2.1793968026813206 -7.0025071864251585 -0.51055689563389328 -0.84760857048433924 1.7560762835544581 -0.81008711462118144 2.2408724447916422 0.21916178603904726 -3.9719105901443319 -0.33596378228630147 -1.8246184096358224 leaf_weight=201 40628 361 3187 171 2617 71 734 57 8434 42 68 1108 95 3955 1863 3977 60 51 3775 503 22 265 3453 4169 381 2815 209 74 854 273 leaf_count=201 40628 361 3187 171 2617 71 734 57 8434 42 68 1108 95 3955 1863 3977 60 51 3775 503 22 265 3453 4169 381 2815 209 74 854 273 internal_value=0.00239996 0.000679157 0.00167152 1.30647e-05 -0.000664665 0.002825 -0.000366812 -0.0106875 0.00313949 -0.00847588 -0.0163636 -0.000509666 0.000594752 -0.00104939 0.00378226 0.00267439 0.000426976 -0.00738298 -0.0018591 -0.000520288 0.00151064 -0.00461538 -0.00024946 0.00159723 0.00193407 0.00136936 0.000932154 -0.00320848 -0.00189198 -0.00545652 internal_weight=84473 37629 21645 8879 15984 12766 1145 128 11621 311 110 15673 5145 10528 46844 6216 2239 376 3946 7911 4933 325 7408 4911 4550 3923 1017 283 1222 368 internal_count=84473 37629 21645 8879 15984 12766 1145 128 11621 311 110 15673 5145 10528 46844 6216 2239 376 3946 7911 4933 325 7408 4911 4550 3923 1017 283 1222 368 is_linear=0 shrinkage=0.04 Tree=79 num_leaves=31 num_cat=0 split_feature=28 23 35 33 30 28 27 27 2 0 16 28 21 34 21 30 31 9 28 30 9 1 28 33 30 30 24 32 23 3 split_gain=124.326 31.0387 23.3684 11.8429 11.5407 10.3701 6.18788 7.58829 7.14947 7.22864 6.12277 5.96829 5.8803 5.81844 5.40915 9.42785 7.52777 7.74961 10.9585 5.11541 5.10556 5.0259 4.86588 4.76295 4.7233 4.43081 4.39276 4.28781 4.03726 6.42423 threshold=18171.346405342334 198.59249999999886 19538.462717261911 11162.075500000001 61.817226721143605 14190.638755051737 594.88350000000003 -195.99624999999466 4.5000000000000009 5.5000000000000009 12108.698000000002 15528.768834958275 22318.248750000002 16498.5275 18602.522500000003 499.11774944669639 18642.32721354167 -0.60355339059327362 19390.206085185499 391.74903798481489 0.78656609248549325 1.0000000180025095e-35 16404.784767783753 14937.458500000002 88.20997262289427 149.14451639796309 -432.31849999999935 2234.8636535110386 -181.43249999999895 249.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 10 11 24 7 12 21 13 25 -5 -6 -10 15 -2 17 18 -17 22 -7 26 -4 -23 -3 -1 -9 -19 -15 -30 right_child=14 5 19 4 6 20 -8 8 9 -11 -12 -13 -14 28 -16 16 -18 27 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-15.613373349668741 5.6182495319317232 -4.22682514879018 0.61473918249847748 0.12443999193081284 -1.2463012636992112 2.7543140700711852 -2.4483403366529211 -0.97778408433710651 -8.2151522274393933 0.24087593996304604 -6.3721938766803889 3.2014983927815117 -4.9960223589675268 -0.81758704075690514 35.651703066705743 -17.247470021323412 1.20259390234895 1.1058020787741292 -0.74387383549419528 -2.8186422744215167 12.948182742639981 0.25764056912766675 4.0794536882345014 2.1046890163009473 -0.25087044445973056 -11.174262335929303 3.2306433130394696 -2.0442085013635749 -3.8402683998472615 0.18168407306190912 leaf_weight=51 5737 91 2232 2831 4329 3939 820 1212 22 2113 140 1478 25 2282 40229 30 547 142 29 114 5304 3826 3549 1412 865 28 433 130 359 174 leaf_count=51 5737 91 2232 2831 4329 3939 820 1212 22 2113 140 1478 25 2282 40229 30 547 142 29 114 5304 3826 3549 1412 865 28 433 130 359 174 internal_value=0.00239665 0.000684472 -1.60407e-05 -0.000626886 -0.000531807 0.00256849 -0.00100029 -0.000828566 -0.00030322 -0.00146263 -0.00988128 0.00131724 -0.00225632 -0.00278181 0.00377201 0.00271202 -0.00114806 -0.00590937 -0.0190508 0.00221544 0.00297869 0.000530583 0.0023809 0.00113631 -0.00139749 -0.0187848 -0.00139818 -0.00305882 -0.00262167 -0.0057561 internal_weight=84473 37629 27430 21535 21316 10199 17007 16187 11833 4950 219 4309 4354 2837 46844 6615 878 331 59 5895 9243 6883 5781 5238 956 79 1645 272 2815 533 internal_count=84473 37629 27430 21535 21316 10199 17007 16187 11833 4950 219 4309 4354 2837 46844 6615 878 331 59 5895 9243 6883 5781 5238 956 79 1645 272 2815 533 is_linear=0 shrinkage=0.04 Tree=80 num_leaves=31 num_cat=0 split_feature=28 28 9 28 0 30 30 0 33 33 30 35 20 0 2 2 20 34 10 24 30 4 32 23 22 23 30 10 16 28 split_gain=119.997 21.0338 19.9303 16.4294 24.4125 17.4653 15.3041 10.458 9.63294 6.65306 6.32986 5.72088 8.08485 5.42098 5.52983 5.38462 5.05106 5.58964 5.44577 4.60876 4.29464 4.12744 4.46243 4.49959 4.25833 6.11447 3.79314 3.79126 10.3895 4.39744 threshold=17354.197431334105 15528.768834958275 0.60355339059327384 19207.61960827572 19.500000000000004 523.30664346596188 227.48473101718062 21.500000000000004 11162.075500000001 14951.615000000002 295.02951886111089 16483.069257440482 13582.830000000002 21.500000000000004 5.5000000000000009 2.5000000000000004 17660.889500000005 16498.5275 -0.70710678118654757 -1800.4730000000025 415.08111354901916 6.5000000000000009 2181.5896896544205 14.230000000000475 15686.562500000002 -52.891250000000575 110.65113420033664 0.78656609248549303 16412.833750000002 16202.118246967237 decision_type=2 2 2 2 2 2 2 2 2 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 6 4 -2 9 26 -7 11 10 -6 -1 -13 14 20 -10 17 19 -18 -17 -12 22 24 -24 25 -19 -3 28 -8 -30 right_child=3 2 -4 -5 5 7 27 -9 15 -11 13 12 -14 -15 -16 16 18 21 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-4.8621785546205381 9.1312379555558163 2.6060052564849658 5.8688490028734019 45.123824225627757 2.0561145676088781 -17.540598794983627 3.8523938293229203 -1.7223677893077067 0.3485042212840978 1.5238865862773263 -5.2999945375570636 -21.176084369526624 -7.5916616869850166 -0.58995282288964146 0.23080159927157595 -7.0251013439344154 -1.5860347894384665 -0.8963260920720687 1.2610130255563667 -3.6327519119067602 -12.971686922295588 -0.27572947360018396 -2.3263455708341811 -6.8157445028088581 0.88690951348870228 -4.821877070303116 0.53486464227489461 -0.34465779764161014 -7.1027315465585721 -5.1077430960288472 leaf_weight=201 10802 3003 5194 38519 739 21 295 351 5401 1580 110 23 87 961 67 28 1102 1829 2399 185 21 3380 447 62 560 280 3047 3401 27 351 leaf_count=201 10802 3003 5194 38519 739 21 295 351 5401 1580 110 23 87 961 67 28 1102 1829 2399 185 21 3380 447 62 560 280 3047 3401 27 351 internal_value=0.00237534 0.000410453 0.00146964 0.00353208 0.00239203 -0.000342857 0.000436191 -0.00858064 -0.000604604 0.000538241 -0.00105796 -0.00757556 -0.0149091 -0.0029025 -0.00892929 -0.000466279 -0.00100389 -0.00164171 0.000229649 -0.00801878 -0.0137099 -0.00143458 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499.11774944669639 21.500000000000004 19390.206085185499 13380.546500000002 594.88350000000003 -239.10399999999842 4.5000000000000009 16418.237000000005 16498.5275 328.50000000000006 0.78656609248549325 0.60355339059327384 -0.54219087765047058 102.92843420590556 14445.040000000003 14937.458500000002 15580.905500000003 -1157.1825000000006 1.0000000180025095e-35 405.8782314498589 19828.748750000002 454.25640810599197 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 11 19 21 -2 8 25 10 -10 -1 13 20 23 16 -16 -4 28 -5 -6 -3 -23 -15 -11 -8 27 -25 -7 -22 right_child=6 5 17 4 12 18 7 -9 9 24 -12 -13 -14 14 15 -17 -18 -19 -20 -21 29 22 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-13.025844110700243 30.406006447799534 -2.6914519704170594 2.0996568101707989 2.0585934296841533 -0.67619592545782825 0.40510905650280188 -1.4343774375978322 17.125528563383845 -16.412301708091746 -2.8332031052265272 -3.3728295297131989 -6.3329734355387659 -2.3281333147475229 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internal_weight=84473 37629 27430 21535 21349 10199 46844 6216 2424 500 66 186 17454 16621 12621 5394 2771 5895 8440 3895 4000 1759 1507 7227 434 1924 1899 436 3628 1872 internal_count=84473 37629 27430 21535 21349 10199 46844 6216 2424 500 66 186 17454 16621 12621 5394 2771 5895 8440 3895 4000 1759 1507 7227 434 1924 1899 436 3628 1872 is_linear=0 shrinkage=0.04 Tree=82 num_leaves=31 num_cat=0 split_feature=28 23 33 28 30 33 27 27 34 29 28 30 15 0 33 28 15 30 9 0 20 1 0 30 28 18 30 3 1 0 split_gain=117.302 31.8341 20.4343 13.3093 12.1295 9.94649 7.61907 6.29671 6.11793 5.88116 5.70599 5.5094 5.49552 5.11645 5.0679 4.71496 10.8301 11.2303 9.64696 4.55739 4.66437 4.5196 4.40419 4.10556 4.30485 4.0778 3.59557 3.54083 3.46462 5.77874 threshold=18577.082601147398 120.82000000000245 16034.684500000001 15027.208251738861 65.059847530345579 11515.210000000003 -1018.7590000000017 594.88350000000003 21748.530000000002 12340.682056852716 15528.768834958275 98.325152703589609 14995.832000000002 5.5000000000000009 14783.749000000002 19281.917960866547 19433.697500000006 523.30664346596188 -0.70710678118654735 9.5000000000000018 20080.010000000006 1.0000000180025095e-35 1.0000000180025095e-35 378.79390869293047 14426.416639559577 17492.625000000004 200.35630430952162 156.50000000000003 2.5000000000000004 19.500000000000004 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 4 11 10 9 8 14 -7 13 -1 -3 -13 -6 23 16 -2 -18 -19 -5 26 22 27 25 -25 -8 -21 -16 -28 -30 right_child=15 3 -4 19 5 6 7 -9 -10 -11 -12 12 -14 -15 21 -17 17 18 -20 20 -22 -23 -24 24 -26 -27 28 -29 29 -31 leaf_value=0.19404621067196609 7.6460018808722747 -2.7543361400248241 3.0868870439520619 12.35007564188305 -11.219729794466428 -1.6191766887090517 -0.8290614501522845 -2.2491932702394228 -9.6183367111113434 -2.6592863417322614 3.0658884922170153 1.0458350396488341 -9.0549184837656966 -8.5067255714422103 -0.50657556602216536 44.659777698874208 1.488209249815287 -16.298639036716633 -1.7054534333291116 2.2640658791940376 5.5474075057864631 0.80275599241634421 -0.082397565500701778 -8.1777046739809531 -1.0200664624640257 0.29113958045991517 -0.59064494340982054 -2.0347113358331965 -5.4250529841710993 -8.4140063936214116 leaf_weight=3339 5174 453 3371 6453 50 580 6851 854 42 247 1842 2152 44 49 114 37853 589 22 209 1305 2365 3491 899 57 1470 4039 345 95 86 33 leaf_count=3339 5174 453 3371 6453 50 580 6851 854 42 247 1842 2152 44 49 114 37853 589 22 209 1305 2365 3491 899 57 1470 4039 345 95 86 33 internal_value=0.00236634 0.000817802 3.94306e-05 0.00242853 -0.000369874 -0.000841278 -0.000715553 -0.000564074 -0.00506752 -0.00756069 0.00134414 -0.00010721 0.000721312 -0.015798 -0.000395863 0.00380113 0.00275876 -0.00151219 -0.00898701 0.003063 0.00202612 0.000738422 -0.00148736 -0.000815978 -0.00275835 -0.000543618 0.000472584 -0.0067177 -0.00255172 -0.00843697 internal_weight=84473 40626 27390 13236 24019 18838 18492 17870 622 346 5181 2649 2196 99 17016 43847 5994 820 231 10587 4134 4599 1108 12417 1527 10890 1769 209 464 119 internal_count=84473 40626 27390 13236 24019 18838 18492 17870 622 346 5181 2649 2196 99 17016 43847 5994 820 231 10587 4134 4599 1108 12417 1527 10890 1769 209 464 119 is_linear=0 shrinkage=0.04 Tree=83 num_leaves=31 num_cat=0 split_feature=28 28 23 30 33 0 13 1 0 10 35 23 27 2 28 36 0 30 21 6 3 0 0 29 30 0 28 13 9 9 split_gain=115.285 31.1901 28.4781 14.8805 7.98871 6.84079 7.97792 9.06293 6.37831 6.19339 5.62264 4.77521 4.9917 5.40126 4.70982 5.44311 7.25029 4.67019 4.92156 4.65947 4.23591 4.2198 4.18429 10.649 13.1906 16.2954 9.82381 4.2982 4.17763 4.0268 threshold=18713.942526849376 15528.768834958275 -213.63500000000019 301.08702806566458 11515.210000000003 19.500000000000004 -0.84315017450793706 1.5000000000000002 22.500000000000004 -0.60355339059327384 19306.124805803574 331.30249999999984 594.88350000000003 4.5000000000000009 12152.10306833303 3097.8217172519076 5.5000000000000009 454.25640810599197 18693.492500000004 1.0000000180025095e-35 364.50000000000006 20.500000000000004 20.500000000000004 20217.00069674549 454.25640810599197 21.500000000000004 19557.836313089425 -0.89406062840022227 0.98296291314453421 -0.78656609248549303 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 10 14 9 7 -7 17 -4 20 12 13 19 15 16 -1 29 -19 -6 -3 -16 -2 24 -24 26 -26 -27 -15 -5 right_child=22 2 5 8 11 6 -8 -9 -10 -11 -12 -13 -14 28 21 -17 -18 18 -20 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31 leaf_value=-13.784026393794198 35.988349275912626 0.26687875698506597 2.4094478116208791 -7.7241493410374691 0.40431119557893735 -0.043397982983940014 1.0256073500357732 -6.1178726648898145 0.11354553545739235 8.6021572044202941 2.3395447796116371 1.8574946587743819 -2.0435629878459363 -0.9484368472456095 -1.259246318377963 2.2020848367726109 -6.4362086436993886 -1.538822338616884 -7.3647807630912245 -1.4392110936007927 -6.4512208247713971 -6.2594629377027173 3.5288318507583889 15.043842127479309 -15.423868899816009 -2.7931411123075862 -1.2537523894436213 -0.010670034371647848 2.5427155517787745 -0.66664421126551077 leaf_weight=66 37642 3054 3785 23 6055 81 1040 57 2172 9272 3278 2044 595 5456 442 41 60 394 38 589 30 70 943 3792 63 57 29 322 566 2417 leaf_count=66 37642 3054 3785 23 6055 81 1040 57 2172 9272 3278 2044 595 5456 442 41 60 394 38 589 30 70 943 3792 63 57 29 322 566 2417 internal_value=0.00235403 0.000854775 0.00171928 0.000230055 -0.000532032 0.00291254 -6.79102e-06 -0.00904348 -0.00139255 0.00317592 0.0015165 -0.000343678 -0.000621069 -0.000452866 -0.00477761 -0.0106108 -0.0147302 -0.00262953 -0.00646296 0.000333534 0.000290532 -0.002875 0.00381049 0.0027476 -0.000214993 -0.00568153 -0.0207826 -0.00201583 -0.00132049 -0.00195082 internal_weight=84473 41625 25641 11406 15984 14235 1178 138 5044 13057 6362 15305 13261 12666 679 167 126 2872 432 6644 3084 512 42848 5206 1414 471 92 379 6022 2440 internal_count=84473 41625 25641 11406 15984 14235 1178 138 5044 13057 6362 15305 13261 12666 679 167 126 2872 432 6644 3084 512 42848 5206 1414 471 92 379 6022 2440 is_linear=0 shrinkage=0.04 Tree=84 num_leaves=31 num_cat=0 split_feature=28 28 0 30 23 31 0 35 23 27 2 30 6 33 1 20 0 30 21 30 34 3 33 36 21 10 30 10 30 28 split_gain=113.756 26.862 29.5591 13.3237 13.2 9.85718 8.71473 8.4272 7.23208 7.15565 7.93057 7.07596 6.48005 5.87358 5.73982 5.67312 5.43086 10.4509 5.20172 5.01548 4.53478 5.01643 3.89223 3.39591 3.94175 3.23317 4.15059 3.11171 8.91227 3.09347 threshold=16607.329777877803 19281.917960866547 19.500000000000004 547.12667486166038 242.09649999999968 13386.801523437502 21.500000000000004 17799.269680059526 -1179.4325000000006 594.88350000000003 4.5000000000000009 204.3741037008439 1.0000000180025095e-35 12634.808750000002 1.0000000180025095e-35 16213.278000000002 21.500000000000004 382.83309963825548 13380.546500000002 348.04149266744224 16498.5275 122.50000000000001 14974.193250000002 2706.3783744560255 17361.084500000004 -0.78656609248549325 106.08796890453527 -0.60355339059327384 67.076844074128658 17315.650473998099 decision_type=2 2 2 2 2 2 2 2 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 8 7 5 18 -5 11 14 10 12 -4 22 -6 19 20 17 23 -1 -2 21 -12 -7 24 -13 26 -10 28 -17 -28 right_child=1 -3 3 6 13 9 -8 -9 25 -11 15 16 -14 -15 -16 27 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-11.687280497135891 0.23002337740821324 41.610127546756409 3.5543050370427056 -15.060940853798567 0.20295552050756047 0.28652528330960958 -1.7195392815235995 0.63906574361764745 7.2527166571998078 -1.975035269984166 -7.9205590529820533 -5.7437570455040392 -1.3873118730138418 4.9098715768547629 1.7724494744894559 0.69070960248475122 -0.94879003415242613 -13.756981091714668 -5.9516694115100428 -2.3582779974891825 -0.96406605149453173 -4.6511305548579882 1.5992000666607105 2.6782493261583329 -1.4303449866491809 8.0562375367865116 -1.3075911082046094 0.12829211731790735 -3.503262812473368 3.3288383616745647 leaf_weight=27 203 37853 437 20 2042 6997 288 3253 1813 853 27 70 736 3191 641 592 1116 41 168 227 3315 59 2067 62 89 11277 352 4127 774 1756 leaf_count=27 203 37853 437 20 2042 6997 288 3253 1813 853 27 70 736 3191 641 592 1116 41 168 227 3315 59 2067 62 89 11277 352 4127 774 1756 internal_value=0.0023545 0.00330552 0.00218157 -0.000389881 8.8889e-05 -0.000384561 -0.00846753 0.000101026 0.00303129 -0.000295288 -0.000131807 -0.00208264 0.000653061 0.00187502 -0.000145658 -0.000996627 -0.00348911 -0.00867176 -0.00933333 -0.00372093 -0.00228051 -0.0113488 0.000946161 -0.00523077 -0.00832704 0.00325517 0.00226575 -0.000201711 -0.00185652 0.00105882 internal_weight=84473 59498 21645 5376 24975 19742 308 5068 16269 19547 18694 1815 9800 5233 1071 8894 1378 262 195 430 3401 86 9064 221 159 15198 3921 5493 1366 2108 internal_count=84473 59498 21645 5376 24975 19742 308 5068 16269 19547 18694 1815 9800 5233 1071 8894 1378 262 195 430 3401 86 9064 221 159 15198 3921 5493 1366 2108 is_linear=0 shrinkage=0.04 Tree=85 num_leaves=31 num_cat=0 split_feature=28 23 28 33 30 34 30 30 15 9 0 28 30 0 20 6 36 1 3 24 27 27 2 0 35 9 1 31 18 28 split_gain=111.782 30.3916 18.6729 17.6916 10.9662 6.94505 6.1331 5.19795 5.8521 4.9827 4.94908 10.6462 11.7564 25.3958 4.75513 4.34476 4.33775 6.77791 4.26859 4.95656 4.11343 4.45482 4.65708 5.35108 3.86286 3.80841 4.3799 3.94104 3.78979 3.68916 threshold=18713.942526849376 34.298000000000691 15064.697432199633 16034.684500000001 61.817226721143605 16498.5275 547.12667486166038 204.3741037008439 14910.008750000003 0.78656609248549325 20.500000000000004 19593.790920186028 506.79399914501852 21.500000000000004 20080.010000000006 1.0000000180025095e-35 2528.985779837019 2.5000000000000004 111.50000000000001 -1542.3362499999992 594.88350000000003 -1018.7590000000017 4.5000000000000009 14.500000000000002 18168.021994047624 0.98296291314453421 1.0000000180025095e-35 16206.026359375001 19819.308000000005 15925.703460017006 decision_type=2 2 2 2 2 2 2 2 2 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 7 4 29 18 15 -3 -9 14 -2 12 16 -14 -4 20 17 -12 19 -6 21 -7 -23 25 -8 26 -24 -28 -19 -1 right_child=10 2 9 -5 5 6 24 8 -10 -11 11 -13 13 -15 -16 -17 -18 28 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.32805293570270033 33.398219877981816 -1.2856371662720856 0.92697710986303739 2.6510945923028424 -5.7215453328621173 -1.8555330591332788 -1.6152290047473112 2.6801598616667333 -8.7789792824111963 11.037173537713556 1.4569845202075755 23.446000931911211 -13.53987439209461 -0.53052702195929169 4.9367280153259987 -3.2122625717301596 2.9328385157122678 -11.198414774905707 -1.4339992163664623 -5.3106604166286102 -2.0258905575791686 0.23862765928704327 -1.5952537728867429 0.21540672358615554 -11.953052245822269 4.263131364407025 -2.3009678233991151 -0.31002441320834001 -1.1325055987604735 4.2781966246361849 leaf_weight=3231 37642 2043 2484 3302 41 615 140 1433 30 6534 171 3542 56 338 3409 492 1039 38 503 134 810 8110 1023 2717 35 258 725 2434 22 1122 leaf_count=3231 37642 2043 2484 3302 41 615 140 1433 30 6534 171 3542 56 338 3409 492 1039 38 503 134 810 8110 1023 2717 35 258 725 2434 22 1122 internal_value=0.00234645 0.00087015 0.00224264 1.89944e-05 -0.0003841 -0.000818983 -0.000663863 -0.000335425 0.00148462 0.00296998 0.00378062 0.00262466 -1.44229e-05 -0.00605076 0.00212659 -0.000587989 0.00185827 -0.00309957 -0.00479056 -0.0101714 -0.000478792 -0.000336985 -0.000202528 -0.000946206 -0.00811429 -0.0018018 -0.00209278 -0.00135613 -0.0146667 0.00141787 internal_weight=84473 41625 15933 25692 22390 18037 17359 3506 1463 12427 42848 5206 1664 394 5893 17184 1270 231 678 175 16692 15882 15267 7157 175 4440 4182 3159 60 4353 internal_count=84473 41625 15933 25692 22390 18037 17359 3506 1463 12427 42848 5206 1664 394 5893 17184 1270 231 678 175 16692 15882 15267 7157 175 4440 4182 3159 60 4353 is_linear=0 shrinkage=0.04 Tree=86 num_leaves=31 num_cat=0 split_feature=28 23 35 33 34 30 30 28 3 9 34 30 27 15 20 35 0 1 30 28 15 9 30 30 23 9 28 28 3 14 split_gain=111.21 30.6815 19.9129 9.16926 9.05445 8.84815 7.40329 6.59755 6.39285 5.16409 5.08883 4.94457 4.69663 4.64487 4.41862 5.80441 4.21695 5.30748 4.38207 4.05329 9.66118 13.1408 9.68302 3.68508 3.31553 3.09891 3.08815 2.91198 2.84855 2.8466 threshold=18839.086057082455 242.09649999999968 18629.371585565481 12634.808750000002 15695.146250000002 436.49130984195347 56.483178587018045 16449.242336158106 356.50000000000006 -0.91597561503675329 21254.791000000001 295.02951886111089 499.91474999999906 15692.999000000002 13582.830000000002 16483.069257440482 21.500000000000004 1.0000000180025095e-35 323.68458316081779 19421.760309143268 19717.375000000004 -0.70710678118654735 430.806655812781 547.12667486166038 -1642.5814999999982 -0.91597561503675329 17802.98248435817 12620.403450404347 363.50000000000006 -0.95242240592625282 decision_type=2 2 2 2 2 2 2 2 2 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 25 14 7 13 12 -7 28 24 -9 -4 -6 15 -1 17 18 -13 20 -2 22 -22 -23 -11 -3 -20 -26 -8 -12 right_child=19 3 5 -5 6 8 9 11 -10 10 29 16 -14 -15 -16 -17 -18 -19 26 -21 21 23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-5.3445933187700323 7.8378855627817732 5.7680348967235293 0.54649961698334015 8.1191371607445255 0.11613947308670472 -2.2028511466601275 6.2845797519836735 4.36414194647858 -16.590561747378 -2.7117293125646467 -1.077539099256384 1.3606616096366504 -1.5524336008908612 3.7217424118337168 -2.2192416609989447 -18.544150551653594 2.1402931515366324 0.65935750888203648 -2.651862796631097 43.703512426891251 1.5224866142314393 3.7655248686503762 -13.229285851235286 -2.6142454841478435 -2.4787942525979183 -0.27328762312453203 -1.653267221103385 -0.63481099451703848 -3.1926417094646546 0.37154903345201085 leaf_weight=55 4855 512 3861 8705 2418 183 608 4632 22 217 506 69 304 1192 123 24 748 496 67 36521 29 264 45 135 606 1911 85 11765 20 3495 leaf_count=55 4855 512 3861 8705 2418 183 608 4632 22 217 506 69 304 1192 123 24 748 496 67 36521 29 264 45 135 606 1911 85 11765 20 3495 internal_value=0.00234219 0.000904092 0.000266193 0.00270956 -0.000443388 0.00169179 -0.000361646 0.00185617 -0.00653659 -0.000706975 -0.000841762 0.00269444 0.000629052 0.00128532 -0.00887129 -0.0162532 0.000668942 -0.00152301 -0.00667873 0.00380692 0.00277628 -0.00268076 -0.0181622 0.000190476 -0.00123673 0.000533223 -0.0104737 -0.00115076 0.0028535 0.0004009 internal_weight=84473 42624 31496 11128 21029 10467 20827 10262 205 17217 16589 6097 4165 3610 202 79 1465 717 221 41849 5328 473 74 399 12588 2423 152 12371 628 4001 internal_count=84473 42624 31496 11128 21029 10467 20827 10262 205 17217 16589 6097 4165 3610 202 79 1465 717 221 41849 5328 473 74 399 12588 2423 152 12371 628 4001 is_linear=0 shrinkage=0.04 Tree=87 num_leaves=31 num_cat=0 split_feature=28 28 23 30 0 33 0 13 1 18 24 30 10 3 13 20 10 27 1 20 22 28 30 1 21 30 1 34 17 9 split_gain=110.563 30.449 24.045 14.5259 7.20725 7.13195 6.71242 7.40058 8.04227 6.34653 6.24094 5.88642 8.07583 5.76834 5.53845 5.58974 5.48608 5.21622 4.62136 4.50516 4.86798 4.46525 4.35843 7.08482 4.10758 3.93978 3.73473 6.59782 4.12735 3.82827 threshold=19027.71006384405 15963.070109537932 -213.63500000000019 330.28134992691815 22.500000000000004 11162.075500000001 19.500000000000004 -0.84315017450793706 1.5000000000000002 17533.752500000006 -134.90499999999881 125.40934571376313 -0.70710678118654757 364.50000000000006 0.86113431103781346 22150.682500000003 -0.5 594.88350000000003 1.0000000180025095e-35 20413.697500000006 17251.396500000006 14247.063513330953 362.82841873165364 1.5000000000000002 13380.546500000002 454.25640810599197 1.0000000180025095e-35 21236.757500000003 20102.669250000003 -0.70710678118654735 decision_type=2 2 2 2 2 2 2 2 2 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 9 25 24 16 8 -8 -3 17 14 -13 -11 -12 -16 19 18 -7 20 -4 -14 -9 -24 -1 26 27 -5 -29 -28 right_child=-2 2 6 4 -6 10 7 22 -10 13 11 12 21 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 29 28 -30 -31 leaf_value=-11.62682507699002 30.271621694071804 -0.79398967176116275 -2.176560618336445 0.05048443374609745 0.14293875878678489 -0.7685608346663021 -0.24291898807940718 1.9902557446087741 -6.0129819901302355 1.9361517278058569 0.2085382294605016 -3.6421634451312102 0.039962963573292098 -6.4459018188708015 -2.1987104489358553 -6.5646852515259368 9.881850807606515 -1.822796171311579 0.00040016322717200434 5.6018175464910334 3.3604896901287469 5.8144718660391073 1.2482493329625133 -12.655879068411103 -6.0422380120014196 -1.6003461901292966 -3.5044015988787418 -3.1645427914503439 -1.7571895908101101 0.1435782360128845 leaf_weight=32 40184 579 597 246 2103 2922 87 990 59 5624 1814 489 1015 28 511 21 8176 725 8970 2347 1663 2861 32 24 287 609 179 49 208 1042 leaf_count=32 40184 579 597 246 2103 2922 87 990 59 5624 1814 489 1015 28 511 21 8176 725 8970 2347 1663 2861 32 24 287 609 179 49 208 1042 internal_value=0.00232846 0.000950033 0.00188654 0.000456361 -0.00129306 -0.000224563 0.00297818 0.000107383 -0.00832877 0.00170181 -0.000126655 0.000858889 0.00172738 0.0021104 -0.000757033 -0.00434586 0.00324587 -0.000650868 -0.00045005 0.00214196 0.000867257 0.00233849 0.00128489 -0.00957143 -0.00615674 -0.00282383 -0.00184687 -0.00474751 -0.00922957 -0.000651924 internal_weight=84473 44289 24642 10667 4436 19647 13975 1192 146 6231 19328 6711 4365 5652 2346 532 12783 12617 11892 4607 2260 3876 1046 56 319 2333 1724 503 257 1221 internal_count=84473 44289 24642 10667 4436 19647 13975 1192 146 6231 19328 6711 4365 5652 2346 532 12783 12617 11892 4607 2260 3876 1046 56 319 2333 1724 503 257 1221 is_linear=0 shrinkage=0.04 Tree=88 num_leaves=31 num_cat=0 split_feature=28 23 35 30 28 28 16 15 9 0 33 30 0 15 36 30 28 30 15 14 14 9 30 27 20 9 18 16 30 2 split_gain=107.817 30.6969 19.8974 11.8646 17.7289 10.7019 8.07904 7.78772 7.11944 6.94958 6.17604 5.90338 5.81879 6.08936 5.70636 5.59664 4.6095 4.85542 4.43077 4.2592 4.21011 4.13451 3.97139 3.77632 3.70538 3.53697 4.40038 4.07305 3.50211 3.38251 threshold=19133.008352018198 198.59249999999886 19538.462717261911 210.84675618813299 15726.903774559605 15373.870563268743 12108.698000000002 19646.048750000005 -0.70710678118654735 19.500000000000004 11162.075500000001 96.087956466311809 20.500000000000004 16542.722000000005 2698.8100949829754 323.68458316081779 16527.635493232698 366.63986074815097 15305.734500000002 -0.96234030595689413 0.99349222267034787 0.78656609248549325 523.30664346596188 508.29350000000073 19928.221250000002 0.78656609248549325 16496.065000000006 17875.165500000006 547.12667486166038 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=1 2 3 4 6 11 10 8 9 20 -1 -3 -11 -14 15 -15 23 -18 -13 -8 -5 22 24 -4 -7 26 27 -10 -28 -21 right_child=-2 5 16 7 -6 21 19 -9 25 12 -12 18 13 14 -16 -17 17 -19 -20 29 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-11.68420657236735 31.732475755633207 -2.4998849393504963 0.57756344435678386 4.94649888325233 2.0372169285105848 1.4622927374800194 -1.3512226730643773 -3.9353654407448033 -2.9412799816330644 -6.5952342515463682 -1.3111652100890983 1.5075153421060068 -5.552251360194747 -1.5270591711077659 0.3751721578200104 -6.8060275798700234 3.8975860080684654 -0.43193309914704187 -10.652502319536129 0.35087271559585054 -6.3367749212778053 17.234801337296496 -18.536662843100711 -2.1379184219049194 6.2664800829162246 4.7989443259058877 -0.30513474929988404 -15.487219744643726 -1.8122932724527625 -0.68790597435878054 leaf_weight=64 39185 371 2298 219 5661 1687 1140 118 694 88 96 2346 25 138 164 109 4449 536 44 5080 22 5711 21 167 2925 540 6756 33 210 3576 leaf_count=64 39185 371 2298 219 5661 1687 1140 118 694 88 96 2346 25 138 164 109 4449 536 44 5080 22 5711 21 167 2925 540 6756 33 210 3576 internal_value=0.00230242 0.00097315 0.00030861 -0.000237254 0.000432093 0.00260511 -0.00058417 -0.00138394 -0.00125006 -0.00494118 -0.0095 0.000392612 -0.00752672 -0.00563303 -0.00446715 -0.00830769 0.00212081 0.00282046 0.00112134 -0.000438546 0.000680498 0.00319567 0.00230779 0.000705882 0.00238682 -0.000907081 -0.00112674 -0.00408803 -0.000817686 -0.000135859 internal_weight=84473 45288 32183 24733 15617 13105 9956 9116 8998 765 160 2761 524 436 411 247 7450 4985 2390 9796 241 10344 4633 2465 4612 8233 7693 727 6966 8656 internal_count=84473 45288 32183 24733 15617 13105 9956 9116 8998 765 160 2761 524 436 411 247 7450 4985 2390 9796 241 10344 4633 2465 4612 8233 7693 727 6966 8656 is_linear=0 shrinkage=0.04 Tree=89 num_leaves=31 num_cat=0 split_feature=28 23 30 28 35 30 29 9 16 10 30 18 30 21 16 35 10 10 24 14 10 13 15 28 30 20 9 30 26 27 split_gain=107.423 32.3769 21.5459 20.5386 16.0936 10.0827 8.59322 7.93014 6.6046 6.60143 9.57112 6.19092 5.98575 5.86413 5.41901 5.30619 4.79837 3.85978 3.73736 3.67497 3.61221 3.5102 3.49738 3.39609 4.08634 3.36338 3.29639 6.65437 6.10757 3.4554 threshold=19390.206085185499 34.298000000000691 547.12667486166038 15450.81939640217 20010.302174851196 97.225629048804137 16714.844376637931 -0.60355339059327362 15305.734500000002 0.60355339059327384 425.19547666520094 17786.307500000003 210.84675618813299 14750.165000000003 12108.698000000002 17546.940858630958 -0.78656609248549325 -0.60355339059327384 -663.31400000000019 -0.94703994556331683 0.60355339059327384 0.43733377705052551 16708.543750000004 17354.197431334105 410.28381991296442 16868.168000000005 -0.70710678118654735 415.08111354901916 -3432.9769999999985 455.14500000000049 decision_type=2 2 2 2 2 2 2 2 2 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 8 5 6 14 -4 13 17 -11 16 22 -3 18 -9 21 23 -1 -16 -15 -7 -13 24 -5 -17 27 28 -14 -28 right_child=-2 3 7 9 -6 11 -8 15 -10 10 -12 12 26 20 19 25 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-8.3957059201820758 38.189531466561959 -1.6571591965081647 -16.526677871338762 1.1782709720173226 1.9685313495444241 -1.6160605889312729 4.7774366088688742 -0.52634706579168711 -9.0681507934776118 -0.18696815715607679 -14.475049560622884 0.13261012535645406 -6.3619110616131209 1.3628525079879916 -0.70546895787058073 -5.5224654016787884 -0.74272052984078751 9.2064318375119534 -6.2759994863164126 0.4188283328464007 -5.8468841826007125 -5.7428594944587363 3.1610865596010451 9.0461452874987529 -9.1418854098252549 -2.3938272181246871 -0.07226662756210657 -6.8401825651759109 -0.84781319456044635 -1.6976179394692574 leaf_weight=23 36854 1557 27 1374 4592 390 2064 154 33 357 21 1820 20 3014 667 119 5361 10079 52 4805 41 357 1268 2328 21 89 5921 44 417 604 leaf_count=23 36854 1557 27 1374 4592 390 2064 154 33 357 21 1820 20 3014 667 119 5361 10079 52 4805 41 357 1268 2328 21 89 5921 44 417 604 internal_value=0.00228632 0.00103144 0.000188095 0.00232138 0.000316142 -0.000101961 0.00109894 -0.00916195 1.29173e-05 0.00307757 -0.00213757 -0.00066609 -5.7856e-05 0.000140503 0.00027907 -0.00760221 -0.00167125 0.0032204 -0.0104 0.000425439 0.00115876 -0.0046747 0.00140933 0.0021198 0.00055914 -0.0117692 -0.000704539 -0.00390021 -0.00240732 -0.000468965 internal_weight=84473 47619 28794 18825 28405 23813 7611 389 4645 14180 378 16202 10094 4612 5547 362 6108 13802 75 5472 3055 747 3088 3723 1395 208 7006 481 437 6525 internal_count=84473 47619 28794 18825 28405 23813 7611 389 4645 14180 378 16202 10094 4612 5547 362 6108 13802 75 5472 3055 747 3088 3723 1395 208 7006 481 437 6525 is_linear=0 shrinkage=0.04 Tree=90 num_leaves=31 num_cat=0 split_feature=28 24 30 33 28 0 9 1 30 10 28 27 8 16 35 1 28 1 28 31 21 3 30 13 36 13 31 14 23 2 split_gain=105.352 31.9987 22.3761 17.1775 14.0984 11.6759 11.4041 11.328 12.1716 8.4381 8.1931 7.27438 6.50036 6.40397 5.80341 5.4821 5.0861 4.73285 4.53739 4.19076 4.98287 4.07569 3.90008 3.48408 3.43632 4.76008 3.28567 4.07937 4.03496 3.58255 threshold=19456.608928125497 -16.850500000002281 506.79399914501852 16034.684500000001 14714.822753354589 19.500000000000004 -0.70710678118654735 2.5000000000000004 316.94103132715043 -0.60355339059327384 17802.98248435817 594.88350000000003 1.0000000180025095e-35 21686.975500000004 17561.935812872031 1.0000000180025095e-35 17354.197431334105 2.5000000000000004 16202.118246967237 13386.801523437502 13955.945500000002 243.50000000000003 92.61574251484285 0.85226249403558707 2718.4645402945393 0.94704596667653973 18880.884752604172 -0.43733099657705293 -326.08125000000013 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=1 2 3 10 23 9 -4 -7 18 16 11 14 -12 -8 19 26 -6 -14 -9 20 -1 -20 -21 -3 25 -24 -16 -28 29 -29 right_child=-2 4 6 -5 5 7 13 8 -10 -11 12 -13 17 -15 15 -17 -18 -19 21 22 -22 -23 24 -25 -26 -27 27 28 -30 -31 leaf_value=-8.8413552029792086 39.049156827561717 0.34090943978266813 -13.268956650174969 2.5698249864436371 0.17534751952103839 0.92513198155447185 -1.4728838287684398 -6.4031752038723191 -12.244859536776339 9.2147827885882734 3.3943197150490967 -2.1034350850800383 0.44896761567419541 -7.0945597674457082 -0.098834026783197859 0.41731614439364534 7.7425968814388026 -1.1798851890555828 0.18674568749987219 0.29440991176519976 -3.3593710212568055 -4.8556005120467596 -1.0841782231846941 -2.4241116542942893 0.52211151581551585 -6.5588264465598005 -1.7333642660311412 -0.58109624497333867 1.5110184906006392 -2.1161041790770421 leaf_weight=37 36188 1676 35 4235 2226 1139 639 36 52 10598 2817 1118 865 20 1966 9066 2855 474 187 1978 71 28 3880 694 520 71 271 351 237 143 leaf_count=37 36188 1676 35 4235 2226 1139 639 36 52 10598 2817 1118 865 20 1966 9066 2855 474 187 1978 71 28 3880 694 520 71 271 351 237 143 internal_value=0.00227211 0.00104919 0.000201987 0.000377224 0.00230075 0.00270101 -0.00689337 -0.000743412 -0.00761716 0.00301779 -3.93881e-05 -0.000379725 0.00157459 -0.00571168 -0.000191275 0.000330397 0.00167762 -0.00071994 -0.00396813 -0.0011487 -0.00896296 -0.00176744 -0.00101783 -0.000590717 -0.00167211 -0.00207441 -0.00116172 -0.00302595 -0.00147196 -0.00353036 internal_weight=84473 48285 28794 28100 19491 17121 694 1442 303 15679 23865 19709 4156 659 18591 12034 5081 1339 251 6557 108 215 6449 2370 4471 3951 2968 1002 731 494 internal_count=84473 48285 28794 28100 19491 17121 694 1442 303 15679 23865 19709 4156 659 18591 12034 5081 1339 251 6557 108 215 6449 2370 4471 3951 2968 1002 731 494 is_linear=0 shrinkage=0.04 Tree=91 num_leaves=31 num_cat=0 split_feature=28 24 30 31 28 9 0 30 28 35 15 16 1 13 10 1 0 31 34 27 23 30 28 3 20 30 17 27 14 1 split_gain=104.741 30.9102 21.7162 16.3104 12.7092 11.5686 9.68589 11.4522 9.33907 6.87608 6.63533 6.49534 6.45868 6.39634 6.04035 5.60646 5.36177 6.07077 4.71796 4.64552 4.6351 4.4408 4.36082 4.27537 3.7768 3.54046 3.51931 3.419 3.41264 3.27704 threshold=19456.608928125497 26.449249999999669 506.79399914501852 20990.355104166669 15489.966145741115 -0.70710678118654735 19.500000000000004 454.25640810599197 18171.346405342334 17480.098720982143 15496.008000000002 21686.975500000004 1.0000000180025095e-35 -0.83377653105606597 -0.60355339059327384 1.5000000000000002 1.0000000180025095e-35 18576.192257812505 15695.146250000002 558.03300000000138 -1293.6565000000007 291.78088285336821 14247.063513330953 277.50000000000006 23058.509000000002 92.61574251484285 13015.792000000003 251.3887500000001 0.53312596302726967 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=1 2 3 8 10 -4 14 13 9 18 22 -7 16 15 28 -8 17 -11 26 -14 -19 -10 -3 -17 -24 -20 -1 -18 -6 -23 right_child=-2 4 5 -5 6 11 7 -9 21 12 -12 -13 19 -15 -16 23 27 20 25 -21 -22 29 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-9.991077584541058 37.487190554459275 -0.99332379073484056 -12.738198384167935 4.1072948769644002 1.8837554788092272 -1.4152049625626391 -0.67154206466983002 -13.116863931303188 7.0756266106258634 -0.060381544117787178 -8.867159092803627 -6.8107773767478195 0.49957975946161604 1.4336906555319631 10.480510790607996 -6.0173008907348349 0.2080956363513935 -0.70042133427750908 0.15956257613078284 -1.8052887801043056 -2.6912964647499438 0.61920506570103684 1.5998254615858905 -2.1086543880577286 -5.6888750530697871 -1.0392278115197271 -0.74754993998565655 -0.94130746753060313 9.9229936829227281 -1.5848084734278418 leaf_weight=54 36188 1383 35 2953 3097 646 105 36 2249 221 55 20 10746 1100 9063 49 1852 166 1966 635 106 1171 2661 23 28 4788 64 1442 1124 447 leaf_count=54 36188 1383 35 2953 3097 646 105 36 2249 221 55 20 10746 1100 9063 49 1852 166 1966 635 106 1171 2661 23 28 4788 64 1442 1124 447 internal_value=0.00225364 0.00103428 0.000228815 0.000397783 0.00230592 -0.00672753 0.00286004 -0.000417365 7.67362e-05 -0.000241379 0.000346014 -0.00554955 0.000234177 0.000209867 0.00318398 -0.00684746 -0.00119673 -0.00508722 -0.00129104 0.000710307 -0.00908823 0.00188984 0.000532417 -0.0154444 0.00147118 -0.0011525 -0.00922034 -0.00061445 0.00193414 0.000291718 internal_weight=84473 48285 29561 28860 18724 701 14597 1313 25907 22040 4127 666 15168 1277 13284 177 3787 493 6872 11381 272 3867 4072 72 2689 6754 118 3294 4221 1618 internal_count=84473 48285 29561 28860 18724 701 14597 1313 25907 22040 4127 666 15168 1277 13284 177 3787 493 6872 11381 272 3867 4072 72 2689 6754 118 3294 4221 1618 is_linear=0 shrinkage=0.04 Tree=92 num_leaves=31 num_cat=0 split_feature=28 10 30 28 33 9 15 30 10 35 11 10 16 30 9 30 32 17 28 27 30 22 13 3 23 14 28 15 29 23 split_gain=104.266 33.1205 30.4682 20.574 20.552 16.2225 11.029 7.74241 7.42556 6.76059 6.49384 6.03433 5.68508 5.67761 16.7355 11.7509 6.30396 5.36071 5.3213 4.85704 4.65547 4.20238 4.05258 3.88026 3.51553 4.77609 3.34637 3.24242 3.23171 3.19478 threshold=19593.790920186028 0.37940952255126048 547.12667486166038 16282.300515176774 16034.684500000001 -0.60355339059327362 16206.391250000002 220.19846815933616 -0.78656609248549325 17561.935812872031 -0.8783796973249266 -0.60355339059327384 21686.975500000004 245.11761584494479 -0.60355339059327362 415.08111354901916 1041.7907207751375 21236.637000000002 16164.757385388108 569.76375000000019 170.1971875720354 15103.262500000003 0.85673801594079257 140.50000000000003 -545.30399999999997 0.14888728888808328 14247.063513330953 17300.525000000005 13493.261193749064 713.50449999999921 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 6 9 -4 7 22 -9 13 -11 17 -7 16 15 -15 -3 20 -8 23 27 -18 26 -12 25 -13 -1 -5 -10 -22 right_child=-2 2 5 11 -6 12 18 8 28 10 19 24 -14 14 -16 -17 21 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.142506206068395 40.747176872620344 -7.6490661479403048 -14.92239089774662 0.67797532540603356 2.5176828918514604 -2.1939755186993106 -6.5059925095696851 -8.6304061551568676 0.047602919882818215 -0.87871977778930099 0.98090514286229014 12.282622117562481 -5.1637571933557922 -5.027368401558042 -0.84181691540437509 -12.739891263776272 -0.76824515121241921 -17.623910974346682 -1.4294487877957358 -1.6880185523343425 -0.14176449000822616 0.86708753258058835 -1.6974207853337953 0.070079399158461925 11.070511166037587 -5.8508506198666623 0.864299677252795 7.8828788274282031 8.1400520469194291 16.809309113842652 leaf_weight=1151 34860 30 42 853 4506 360 44 203 534 2048 4665 26 29 239 2427 45 2609 26 83 644 1745 1694 1280 6190 8500 20 3016 3671 2411 522 leaf_count=1151 34860 30 42 853 4506 360 44 203 534 2048 4665 26 29 239 2427 45 2609 26 83 644 1745 1694 1280 6190 8500 20 3016 3671 2411 522 internal_value=0.00224891 0.00107093 6.70638e-05 0.00213494 0.000248157 -0.010478 0.000583353 0.000756254 0.00233545 -0.00028731 0.000235329 0.00301582 -0.00792802 -0.00129245 -0.00272814 -0.0119155 -0.000394184 0.00212821 -0.0111181 0.000604922 0.00219761 -0.00026679 -0.000156416 0.000805159 0.00372385 -0.00730435 0.000448284 0.00293899 0.0028455 0.00071813 internal_weight=84473 49613 25528 24085 25097 431 8722 8595 3148 20591 13547 15363 389 7044 2711 284 4333 6817 127 11499 6791 4303 5447 10855 8546 46 4167 4524 2945 2267 internal_count=84473 49613 25528 24085 25097 431 8722 8595 3148 20591 13547 15363 389 7044 2711 284 4333 6817 127 11499 6791 4303 5447 10855 8546 46 4167 4524 2945 2267 is_linear=0 shrinkage=0.04 Tree=93 num_leaves=31 num_cat=0 split_feature=28 10 30 28 33 9 35 10 28 30 10 17 23 3 11 27 30 13 29 21 27 31 30 34 30 16 28 15 28 16 split_gain=103.485 32.9764 28.9189 20.7963 19.9292 18.2436 7.02163 6.96294 6.73634 6.52189 6.79488 4.99365 4.77758 4.74574 4.75558 4.64082 4.25039 3.71501 3.63106 3.55704 3.32771 3.79417 3.26241 4.9404 3.22608 3.30432 4.14089 3.11871 3.36016 3.075 threshold=19631.585105601411 0.37940952255126048 547.12667486166038 16005.178574206699 16408.623750000002 -0.60355339059327362 18395.844044642861 -0.78656609248549325 17393.697293452915 242.5834431552278 -0.78656609248549325 21277.307500000003 -1476.5537500000007 328.50000000000006 -0.8783796973249266 -992.47750000000349 222.551602957055 -0.95754239937548935 20062.572968458688 16928.337500000005 569.76375000000019 13386.801523437502 436.49130984195347 21215.949000000004 62.895296004515885 16136.294000000002 16527.635493232698 16013.954500000002 14665.253411049778 19470.063750000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 9 6 -4 15 8 24 27 -11 16 18 14 -8 17 -10 19 -7 -3 21 -17 -16 -24 -5 -26 -27 28 -1 -25 right_child=-2 2 5 7 -6 12 13 -9 11 10 -12 -13 -14 -15 22 20 -18 -19 -20 -21 -22 -23 23 29 25 26 -28 -29 -30 -31 leaf_value=-1.0657564905075489 40.196918605891263 -2.0560692174112893 -14.66898772631977 1.7973902660134509 3.7884998998155215 -2.8501122785487332 -0.4741703703171376 8.8643194595844612 7.4149645309155634 -8.8808747397395784 4.6566530069016627 -18.982103626224436 -1.8521280310034207 -0.77725458156419469 1.2358413128566097 -6.2729271013797199 0.52743003531014931 -1.1105767553804269 -4.6587382953495045 -8.1171378117856516 -1.57938330415344 -0.13323053431197188 -2.0137165753003443 -3.6905754918563716 3.6586665872108486 -3.8902901854311125 -1.0166659413285226 -2.6858460741399335 0.59690911165108196 0.096208389434241204 leaf_weight=2452 34528 48 45 342 3203 63 1035 11257 3231 145 2208 21 284 1142 5122 108 864 493 48 27 905 12806 29 24 176 117 553 55 2901 241 leaf_count=2452 34528 48 45 342 3203 63 1035 11257 3231 145 2208 21 284 1142 5122 108 864 493 48 27 905 12806 29 24 176 117 553 55 2901 241 internal_value=0.00224086 0.00107678 7.54012e-05 0.00213173 0.000253028 -0.0100909 -0.000176524 0.00293243 0.00173756 0.000423141 0.00218105 0.0025034 -0.00734177 0.000807586 0.00122834 -0.000695906 0.00260317 -0.00423944 -0.0143784 -0.0125333 -0.000550257 -0.000385938 0.0017031 -0.00239456 -0.000915825 -0.00224113 -0.00352239 -0.000341716 -0.000244349 -0.000679245 internal_weight=84473 49945 25623 24322 25183 440 21980 16561 5304 7761 2353 4116 395 7593 6451 14387 4095 568 111 75 13819 12914 5416 294 1188 846 670 5408 5353 265 internal_count=84473 49945 25623 24322 25183 440 21980 16561 5304 7761 2353 4116 395 7593 6451 14387 4095 568 111 75 13819 12914 5416 294 1188 846 670 5408 5353 265 is_linear=0 shrinkage=0.04 Tree=94 num_leaves=31 num_cat=0 split_feature=28 10 30 28 31 9 15 30 35 10 23 3 10 30 15 27 11 35 28 30 9 30 32 22 28 30 0 14 17 21 split_gain=103.594 32.1767 27.3449 20.3556 18.8673 18.6583 9.8163 7.67087 6.71975 6.04967 5.66107 6.37229 5.63681 5.55312 5.54759 5.46978 4.78842 4.6114 4.48188 4.01324 10.3248 6.55959 5.43236 4.04297 3.91095 3.77702 4.25775 3.70954 3.56685 3.49017 threshold=19631.585105601411 0.37940952255126048 547.12667486166038 16282.300515176774 20990.355104166669 -0.60355339059327362 16206.391250000002 242.5834431552278 17561.935812872031 -0.5 -424.55624999999958 357.50000000000006 -0.78656609248549325 166.86479013739611 20041.914000000001 536.75199999999961 -0.8783796973249266 17580.507968750004 16126.847103462742 245.11761584494479 -0.60355339059327362 425.19547666520094 1041.7907207751375 15103.262500000003 14665.253411049778 454.25640810599197 21.500000000000004 0.18281312110578132 21072.117000000002 14112.785000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 6 8 -4 7 24 14 13 11 -11 -9 -5 19 16 29 -7 -8 22 21 -21 -3 -24 -1 -18 -27 -19 -15 -10 right_child=-2 2 5 9 -6 17 18 12 15 10 -12 -13 -14 28 -16 -17 25 27 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-1.0231262308872757 38.589041861655566 -7.0921864179675165 -14.08222821726698 5.1528298386622913 3.9818937872015479 -0.98887795478812202 -6.6589341118916323 -8.467126293964446 -2.4605456153238658 7.0370544162625075 11.424611014684427 -6.7109601660328266 5.1499845546310006 2.0040360789613598 -9.1292620279264671 -1.5258796864888056 0.57305380979784104 -3.5572404167738791 -1.6782780698904622 -4.9302685885205006 -0.78746952348549559 -12.340836501353445 -0.70422093879135039 0.86379769700283227 0.69748343713569916 -3.1405365763232567 -0.29154679536274974 -1.2295066178480836 -19.341130169232056 -0.27947256547382326 leaf_weight=2452 34528 30 45 5189 3181 167 30 150 86 23 7663 21 2570 2673 25 954 10866 169 97 248 2431 31 2609 1708 3423 55 618 59 31 2341 leaf_count=2452 34528 30 45 5189 3181 167 30 150 86 23 7663 21 2570 2673 25 954 10866 169 97 248 2431 31 2609 1708 3423 55 618 59 31 2341 internal_value=0.00222144 0.00105676 6.75957e-05 0.00209884 0.000240321 -0.00981818 0.00055125 0.000714369 -0.000175984 0.0029641 0.00376126 -0.0105455 0.00247059 0.00218573 -0.00119062 0.00030563 0.0005058 -0.00703797 -0.0104882 -0.00112399 -0.0023321 -0.00962007 -0.00037083 -0.000252953 -9.87233e-05 0.000845481 -0.00206241 -0.0107368 0.000715976 -0.00110919 internal_weight=84473 49945 25623 24322 25183 440 8722 8595 22002 15600 7707 44 2720 7893 7082 14920 13966 395 127 7057 2710 279 4347 4317 5875 11539 673 228 2704 2427 internal_count=84473 49945 25623 24322 25183 440 8722 8595 22002 15600 7707 44 2720 7893 7082 14920 13966 395 127 7057 2710 279 4347 4317 5875 11539 673 228 2704 2427 is_linear=0 shrinkage=0.04 Tree=95 num_leaves=31 num_cat=0 split_feature=28 23 0 29 30 0 35 33 30 30 0 28 28 30 28 9 10 11 1 23 10 21 14 24 18 30 19 20 19 28 split_gain=101.934 23.3629 18.3084 22.9474 35.834 26.0696 13.4471 8.42647 7.00322 5.69077 15.9505 13.5791 5.31868 5.01338 7.0346 5.41956 5.78761 5.38158 4.20943 7.37042 4.10239 4.20032 5.00854 5.206 8.21269 4.07514 3.58993 3.51169 3.5 3.361 threshold=18624.035337093061 242.09649999999968 20.500000000000004 20671.803783363215 523.30664346596188 21.500000000000004 20072.65813616072 12306.620000000001 40.388761349250494 442.13977880640078 21.500000000000004 19829.453745913601 12774.065400707994 222.551602957055 16607.329777877803 0.78656609248549325 0.78656609248549303 -0.8783796973249266 1.0000000180025095e-35 -1476.5537500000007 -0.78656609248549325 15135.698750000001 -0.97111920233974802 -1028.7224999999978 16335.105000000001 261.77255289176111 18878.735000000004 17301.657500000005 18838.363750000004 15450.81939640217 decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 9 26 8 -3 -1 -4 11 28 -10 14 17 16 -15 -14 19 -7 -19 22 23 -22 -25 29 -6 -18 -11 -9 right_child=2 7 3 -5 5 18 -8 25 12 10 -12 -13 13 15 -16 -17 27 20 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.85653148143410807 24.408336946443313 -0.25700968270305852 2.6666776316329535 13.661899909937826 -15.069756645997298 -6.2980412205150103 1.7405031579683032 -0.16775348848425217 -2.1159845972114169 -12.608225343048712 0.18196987387718641 3.2601846648197448 -1.1337245330191044 -3.3479118209651517 2.075087251048481 5.4949572510797804 -0.55213172234586561 -1.4070595456832846 -0.66144079038219905 -2.0613087782696509 -0.25085001918736538 1.153503176252944 0.054876502142451357 -3.0120556965054561 -5.0061181816178166 14.62967770513173 -9.5793335024014397 0.29741584007084049 -4.4686769300941762 3.9800549800450158 leaf_weight=3114 38124 1618 1469 2934 81 25 4223 814 1047 42 416 38 1775 1204 3016 579 5463 768 206 135 246 3202 4218 158 48 5044 23 1347 21 3075 leaf_count=3114 38124 1618 1469 2934 81 25 4223 814 1047 42 416 38 1775 1204 3016 579 5463 768 206 135 246 3202 4218 158 48 5044 23 1347 21 3075 internal_value=0.00221434 0.000782148 0.00356244 0.00138033 -0.00147231 -0.0114043 0.000219416 0.00240394 -0.000118388 0.000878147 -0.00273114 -0.0169901 -0.000358719 -0.000226298 0.000256422 -0.000980798 -0.00125081 -0.000236198 -0.00638251 -0.01125 0.000175926 0.000448171 -0.000316916 -0.00431858 -0.00900971 0.00288503 -0.0290769 -0.000798825 -0.028381 0.00191206 internal_weight=84473 40959 43514 5390 2456 470 30408 10551 26185 1986 517 101 23071 22024 13431 8593 8014 10415 366 160 8640 7872 4670 452 206 8933 104 6810 63 3889 internal_count=84473 40959 43514 5390 2456 470 30408 10551 26185 1986 517 101 23071 22024 13431 8593 8014 10415 366 160 8640 7872 4670 452 206 8933 104 6810 63 3889 is_linear=0 shrinkage=0.04 Tree=96 num_leaves=31 num_cat=0 split_feature=28 23 30 28 28 30 9 10 30 16 14 30 30 1 31 16 1 1 0 30 15 0 23 35 28 10 16 1 13 33 split_gain=102.674 29.7465 21.1969 18.8177 12.3974 18.7314 11.7893 7.71201 13.9605 6.88599 6.82715 5.66257 5.11865 4.99543 4.91439 7.14552 6.76273 5.4839 7.54148 5.33174 5.07565 4.87859 4.66606 4.48256 3.94602 3.89801 4.7072 3.76367 4.75327 3.51678 threshold=19631.585105601411 29.072499999998403 547.12667486166038 15450.81939640217 16527.635493232698 198.24590076939623 -0.60355339059327362 0.60355339059327384 425.19547666520094 15268.897500000001 0.99981043035926087 40.388761349250494 125.40934571376313 1.0000000180025095e-35 18468.632505208338 20748.412500000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 323.68458316081779 19363.186250000002 8.5000000000000018 -1293.6565000000007 17535.016645833337 17354.197431334105 0.78656609248549303 16708.201000000005 1.0000000180025095e-35 -0.37447345805034543 15252.505000000001 decision_type=2 2 2 2 2 2 2 2 2 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 9 11 -6 -4 21 -9 12 14 -1 -3 29 15 16 -7 18 19 -16 -18 -5 -21 -8 -23 26 -15 28 -25 -13 right_child=-2 3 6 7 5 10 23 8 -10 -11 -12 13 -14 25 17 -17 20 -19 -20 22 -22 24 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=0.61477034937216657 36.168599707734145 -1.1095462495169588 -13.158171588109782 11.598271681117778 4.0599727947907898 0.078692037858313177 -0.45245210454014662 -0.28237659201968879 -11.943628489657847 -5.6224799448777878 -5.4620751109895549 -0.79798202214827452 1.304600069128119 -0.61613096380611776 1.0019714342117012 -5.7961119214851262 -1.6791664333377931 1.0339565574300107 0.51502292356108736 -0.87838841764564335 -6.5887196541515971 1.5325621823798437 -2.4812283859031026 -5.8686662231393738 7.8235391506963747 0.23298321671055267 -3.4453810182306173 -2.2900031341101044 -1.7890535405438279 -1.3531563332835572 leaf_weight=2275 34528 1579 40 7295 5952 2188 160 393 31 52 32 2879 3065 3717 100 37 707 3341 651 208 72 2777 125 43 4956 6557 106 180 41 386 leaf_count=2275 34528 1579 40 7295 5952 2188 160 393 31 52 32 2879 3065 3717 100 37 707 3341 651 208 72 2777 125 43 4956 6557 106 180 41 386 internal_value=0.00220345 0.00104395 0.000241232 0.00223109 0.000375413 0.0012713 -0.00824138 0.002905 -0.00241509 1.36288e-05 -6.37983e-05 -0.000379397 0.000175711 -0.000687431 1.56146e-05 -0.00123302 -0.00101517 0.000863277 -0.00160886 -0.00569977 -0.00421566 0.0030551 -0.00813213 -0.00628302 0.0023551 -0.000258189 -0.00127335 -0.00948485 -0.0164762 -0.00205207 internal_weight=84473 49945 29797 20148 29333 13413 464 15452 424 4696 7461 15920 4644 13645 7429 3004 2967 4425 1084 433 779 15028 333 424 7733 10380 3823 264 84 3265 internal_count=84473 49945 29797 20148 29333 13413 464 15452 424 4696 7461 15920 4644 13645 7429 3004 2967 4425 1084 433 779 15028 333 424 7733 10380 3823 264 84 3265 is_linear=0 shrinkage=0.04 Tree=97 num_leaves=31 num_cat=0 split_feature=28 10 30 9 28 33 10 28 30 35 15 11 16 17 16 10 30 14 9 3 14 30 9 30 32 1 30 28 22 23 split_gain=102.677 31.3734 30.4375 26.2379 20.5525 17.4729 10.2331 10.7687 6.70755 6.24322 7.21091 6.39688 6.09867 5.98229 5.14946 5.0589 5.55833 4.4334 5.03992 4.01555 3.92722 3.83976 8.22988 4.83669 4.67214 3.81875 3.69651 3.68265 3.64539 3.39188 threshold=19736.38357678134 0.37940952255126048 523.30664346596188 -0.60355339059327362 16774.535920318976 16408.623750000002 -0.5 14522.782134978535 72.281958624811693 17561.935812872031 20041.914000000001 -0.8783796973249266 21686.975500000004 21277.307500000003 16708.201000000005 -0.60355339059327384 106.08796890453527 -0.94703994556331683 0.60355339059327384 300.50000000000006 0.44312301391210612 245.11761584494479 -0.60355339059327362 396.59994962553634 1041.7907207751375 1.0000000180025095e-35 30.198417060543768 19027.71006384405 15103.262500000003 39.348749999999207 decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 9 14 -8 -9 10 21 -11 -5 15 26 16 -6 18 -13 -19 27 24 23 -23 -3 -14 -1 -18 -26 -20 right_child=-2 2 3 12 13 -7 7 8 -10 11 -12 17 25 -15 -16 -17 20 19 29 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=1.2884205506408075 37.974286864556021 -6.6992143388081447 -14.490328992053952 -1.4578552405791703 6.7005637260822395 3.2754201182821796 -0.53821109456031113 -1.0361757092030073 6.0914493249420394 -0.82933876349315694 -11.09910829264034 0.084394380749432743 -6.0472804298444478 -18.044653591083602 -4.4029324434664669 11.619796089888533 -0.52471022779955057 0.71992291414935505 -1.7358001669644518 -0.28614539999449662 11.239992077077396 -4.6504304192979307 -0.74348364078030316 -10.142357788148665 -0.63725450996510824 -1.77489519744425 -0.90619268042023526 6.0166244954833124 0.80701926068432783 -5.821662607734293 leaf_weight=492 33532 30 64 518 3016 3253 2329 361 4027 2406 37 1191 21 22 155 7872 1895 8584 419 2263 787 240 2386 41 2609 29 3038 1090 1737 29 leaf_count=492 33532 30 64 518 3016 3253 2329 361 4027 2406 37 1191 21 22 155 7872 1895 8584 419 2263 787 240 2386 41 2609 29 3038 1090 1737 29 internal_value=0.00218451 0.00105306 7.53376e-05 -0.00859494 0.00206092 0.000292567 0.000700635 0.00162989 0.00279672 -0.000112507 -0.0010904 0.000352404 -0.00585915 0.00302466 -0.000993216 0.00305593 0.00225575 0.000716322 -0.0012227 0.00100931 0.00123224 -0.00099787 -0.00219423 -0.00866904 -0.000268738 -0.0192 -0.000679887 0.000569514 -0.000160147 -0.00483929 internal_weight=84473 50941 25857 632 25084 25225 10402 6717 4388 21972 7080 14892 568 14682 3685 14660 6788 12486 1639 10847 3772 7043 2667 281 4376 50 3530 2985 4346 448 internal_count=84473 50941 25857 632 25084 25225 10402 6717 4388 21972 7080 14892 568 14682 3685 14660 6788 12486 1639 10847 3772 7043 2667 281 4376 50 3530 2985 4346 448 is_linear=0 shrinkage=0.04 Tree=98 num_leaves=31 num_cat=0 split_feature=28 10 30 9 28 31 30 10 35 15 10 30 28 27 25 2 6 9 28 3 23 14 13 21 16 1 13 13 17 28 split_gain=100.92 30.3027 25.9358 27.7641 19.8334 16.7245 10.1188 9.73643 5.68595 7.26653 5.46324 5.81671 5.17543 5.15035 3.90068 4.65542 4.63037 5.00099 3.85078 3.84415 8.1476 3.78865 3.51147 3.69659 3.71254 3.43419 6.47183 3.40055 4.11604 3.39884 threshold=19736.38357678134 0.37940952255126048 523.30664346596188 -0.60355339059327362 16774.535920318976 20990.355104166669 239.82953565211906 -0.70710678118654757 17561.935812872031 20041.914000000001 -0.60355339059327384 106.08796890453527 19631.585105601411 569.76375000000019 -1199.2937500000005 4.5000000000000009 1.0000000180025095e-35 -0.60355339059327362 14124.611215006236 357.50000000000006 -342.47550000000223 0.5475998096715059 0.65883702558178847 19360.534000000003 21236.826250000002 1.0000000180025095e-35 -0.79384350655589164 0.85673801594079257 16945.207500000004 17671.635508148571 decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 8 27 -8 9 -3 11 -6 25 14 -10 16 22 -18 -9 -12 -21 29 -16 -24 -25 26 -5 28 -1 -13 right_child=-2 2 3 12 10 -7 7 18 13 -11 19 21 -14 -15 15 -17 17 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.39318397114795317 36.455315389973805 -0.57125566357501822 -13.910715832371757 -4.1984910400124233 6.4155947983966248 3.4047369990715532 -8.2571480453873978 0.085286075730650265 1.0935092662757131 -10.655143960934693 11.437081120834023 -1.3543889959561342 -3.4631029140447924 -1.6470440433346953 0.10826901009961612 -0.41758851679666031 -5.71596447335427 -1.3451690311270772 10.363318077687838 -6.8553901351354014 4.1257547952477465 10.946642063155934 1.4120484013780352 -2.1716740118862119 0.36375461553836375 -0.76501412242017452 -1.082705364566156 -1.1910487212209966 -3.8451623247191686 2.1745079017015398 leaf_weight=5148 33532 7043 64 67 3019 3225 241 564 3519 37 7720 612 21 766 4089 3997 24 144 2713 22 130 706 2335 20 26 358 122 1672 64 2473 leaf_count=5148 33532 7043 64 67 3019 3225 241 564 3519 37 7720 612 21 766 4089 3997 24 144 2713 22 130 706 2335 20 26 358 122 1672 64 2473 internal_value=0.00218735 0.00106563 0.00010473 -0.00789873 0.00205613 0.000305253 0.000719862 0.00246504 -8.90908e-05 -0.0010226 0.00300286 0.00217327 -0.00508451 0.000353888 0.000526777 0.000144805 0.000794215 -0.0057619 0.0030357 0.00372053 -0.00257895 0.00113004 0.000964451 0.00218564 -0.00904348 -0.00433638 -0.00869841 -0.000171993 0.000331543 0.000525122 internal_weight=84473 50941 25857 632 25084 25225 10402 3518 22000 7080 14682 6810 568 14920 14154 10635 6638 168 3277 7872 152 3791 6470 2381 46 547 189 6884 5212 3085 internal_count=84473 50941 25857 632 25084 25225 10402 3518 22000 7080 14682 6810 568 14920 14154 10635 6638 168 3277 7872 152 3791 6470 2381 46 547 189 6884 5212 3085 is_linear=0 shrinkage=0.04 Tree=99 num_leaves=31 num_cat=0 split_feature=28 10 30 9 28 31 10 28 30 33 1 0 10 30 28 27 1 30 29 30 16 1 9 30 30 14 29 30 24 24 split_gain=100.902 31.8789 31.1628 33.2431 20.5125 16.3519 9.91543 10.3757 6.89224 5.62629 5.54322 9.31299 5.51055 5.52928 5.25367 4.90899 4.57828 4.92741 4.55622 4.27896 5.19638 4.03463 11.6461 12.4582 5.89175 5.43986 4.61145 3.9953 5.15048 3.35469 threshold=19829.453745913601 0.37940952255126048 523.30664346596188 -0.60355339059327362 16815.766769791775 20990.355104166669 -0.5 14522.782134978535 74.412059402897725 15034.064500000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.60355339059327384 171.84667588445942 19027.71006384405 -1557.3714999999991 1.0000000180025095e-35 633.14466143343873 19377.455047842453 47.0182400597973 16095.893500000002 2.5000000000000004 -0.60355339059327362 459.91916580134955 165.13426374839841 -0.15101602693478741 16412.570493189913 323.68458316081779 -2893.2074999999991 1223.9525000000015 decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 9 19 -8 -9 15 11 27 13 -6 -5 18 17 -16 -3 -1 29 -17 23 24 25 -23 -26 -11 -29 -21 right_child=-2 2 3 14 12 -7 7 8 -10 10 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internal_value=0.00217835 0.00108416 9.76733e-05 -0.00835294 0.00207969 0.000323848 0.000721996 0.00163115 0.00275782 -6.65099e-05 0.000956873 -0.00119481 0.00301483 0.0022042 -0.00516943 -0.000463961 -0.00954331 -0.0151736 -0.00896296 -0.000933119 -0.00165726 -0.000405987 -0.00149116 -0.00678809 -0.00552381 0.000304348 -0.00848619 -0.00834568 -0.0115429 -0.000865772 internal_weight=84473 51937 26087 680 25850 25407 10543 6805 4476 22132 6191 1463 15307 7150 602 15941 254 121 108 3738 2906 15833 4072 571 546 184 362 243 175 2384 internal_count=84473 51937 26087 680 25850 25407 10543 6805 4476 22132 6191 1463 15307 7150 602 15941 254 121 108 3738 2906 15833 4072 571 546 184 362 243 175 2384 is_linear=0 shrinkage=0.04 Tree=100 num_leaves=31 num_cat=0 split_feature=21 24 33 28 34 30 9 28 1 0 16 28 35 30 2 28 0 30 28 16 18 30 9 1 9 24 35 30 1 24 split_gain=99.8269 19.043 15.9178 12.86 11.0143 9.96621 13.7596 9.72949 7.38764 12.6453 6.84114 6.82131 6.09903 5.8865 5.5292 5.44405 5.13309 7.88909 5.12509 16.0476 15.3944 9.96018 9.72525 4.92837 4.6962 4.28148 3.49091 3.40102 6.17412 3.64662 threshold=18825.528500000004 26.449249999999669 15034.064500000002 17315.650473998099 20702.485000000004 492.80080014037742 -0.60355339059327362 20113.359122440077 1.0000000180025095e-35 1.0000000180025095e-35 17572.698 16889.64037526316 18211.624394345243 323.68458316081779 4.5000000000000009 14190.638755051737 8.5000000000000018 459.91916580134955 20020.628357366779 20539.328000000005 21638.008500000004 425.19547666520094 -0.60355339059327362 2.5000000000000004 -0.91597561503675329 -2893.2074999999991 18331.258697172623 163.50130439779574 2.5000000000000004 1040.1494999999998 decision_type=2 2 2 2 2 2 2 2 2 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 10 15 12 7 -7 9 13 -2 14 -1 -4 -11 -3 -17 24 19 -5 21 -21 -23 -19 -18 -15 -24 -26 -29 -30 right_child=3 4 8 18 -6 6 -8 -9 -10 11 -12 -13 -14 25 -16 16 17 23 -20 20 -22 22 26 -25 27 -27 -28 28 29 -31 leaf_value=-0.47463512653243878 0.45949057940509747 -1.3100471554070032 0.22671878482539012 10.439304193537271 7.2072979380273061 -17.597572351015991 -1.4354018097727703 -0.035477518208610247 1.4215577610641441 0.25783240562806636 -8.8339338765359852 2.2535805760594703 0.42659721533973483 -1.4736828304492477 -1.5189128293448082 6.1571804792198694 3.9024504637669821 -2.1407729511516815 45.659413243788293 -0.7566131228724623 1.2730586201579324 -14.853245198547068 -0.73440598449276795 -11.704234348894586 1.1771250381567728 -2.356766459735113 -14.624956611584212 0.21287230758847625 -5.4605954917095696 0.68796301248531522 leaf_weight=12518 1819 1096 107 10899 5924 65 614 29 7272 570 30 1166 5251 150 343 2002 1213 53 28696 132 436 59 66 34 2305 109 44 1140 252 79 leaf_count=12518 1819 1096 107 10899 5924 65 614 29 7272 570 30 1166 5251 150 343 2002 1213 53 28696 132 436 59 66 34 2305 109 44 1140 252 79 internal_value=0.00216415 0.000790883 0.000190679 0.00354103 0.0019912 -0.000498566 -0.00515254 -0.0194043 0.00150129 -0.000400818 0.00027907 0.000806157 -0.000313129 -0.00725683 -0.00178313 0.00103939 0.00144561 0.00076911 0.00369057 0.00298247 -0.00272999 -0.00968771 -0.0161183 -0.0111724 0.00097735 -0.0105174 -0.00909091 0.00028178 -0.00122094 -0.00603021 internal_weight=84473 42292 28194 42181 14098 18477 708 94 9717 2445 1849 2079 17769 366 913 8174 7078 5076 40332 11636 737 301 169 87 4989 259 110 3776 1471 331 internal_count=84473 42292 28194 42181 14098 18477 708 94 9717 2445 1849 2079 17769 366 913 8174 7078 5076 40332 11636 737 301 169 87 4989 259 110 3776 1471 331 is_linear=0 shrinkage=0.04 Tree=101 num_leaves=31 num_cat=0 split_feature=28 10 30 9 28 33 30 10 30 9 10 11 33 30 28 27 28 1 29 23 34 1 3 19 21 26 13 3 23 22 split_gain=100.311 32.7938 31 37.6488 21.9041 16.3513 8.75681 7.13804 6.62718 28.0132 6.56668 5.57318 7.2697 5.57282 4.07987 3.94397 3.91136 3.56294 4.83244 5.02049 3.64153 3.54471 3.51313 9.66477 4.22069 3.41185 5.38298 3.40084 3.39921 4.38859 threshold=19928.995932459988 0.37940952255126048 523.30664346596188 -0.60355339059327362 16449.242336158106 16408.623750000002 242.5834431552278 -0.70710678118654757 430.806655812781 -0.60355339059327362 -0.60355339059327384 -0.8783796973249266 14951.615000000002 166.86479013739611 12916.988773168969 -1205.3564999999978 17548.128579975004 1.0000000180025095e-35 19968.091229709058 -1396.7789999999984 21657.080000000005 1.0000000180025095e-35 357.50000000000006 21730.368250000003 16606.998250000004 -571.52500000000043 0.94138322595482449 122.50000000000001 732.64549999999974 17406.851000000002 decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 8 27 -8 11 -10 13 -3 14 16 25 -16 -6 18 -5 -20 -21 -14 -12 24 -24 26 -13 -1 29 -15 right_child=-2 2 3 17 10 -7 7 -9 9 -11 22 12 21 28 15 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.080914489223151 38.465396560659869 -0.72052121691054394 -14.56187272774895 -0.91413519639845131 0.40742029874058328 2.9382072250895734 -7.6321898267377906 4.805637950597184 -9.3907485754663487 -0.43446540235470371 9.9143280767673918 -2.2584573942912396 -0.11558448484227835 -4.2693261954761175 -3.1253755164833938 0.13138390011620643 7.5651628216636224 -0.80815657275197994 -5.4125513279535573 -3.0737741070322908 -1.2254209759473791 1.4818285627308339 -3.6275157426413176 -22.259983016355097 6.6988535122176112 -0.75875574696150827 -6.2315301326604429 0.28253308029418245 16.388779092346471 0.96932812277399394 leaf_weight=1856 31540 3523 96 120 969 3360 208 2755 89 1632 9208 129 1081 336 169 11319 4285 398 31 30 46 3504 20 20 159 744 41 4442 562 1801 leaf_count=1856 31540 3523 96 120 969 3360 208 2755 89 1632 9208 129 1081 336 169 11319 4285 398 31 30 46 3504 20 20 159 744 41 4442 562 1801 internal_value=0.00215089 0.00108688 8.54364e-05 -0.00809431 0.00207671 0.000315892 0.000505777 0.00229902 -7.71894e-05 -0.00246136 0.00291475 0.000122867 0.000423147 0.00206865 -7.99869e-05 0.000124652 0.00282756 -0.004512 -0.00851101 -0.0146916 -0.00915789 0.00178408 0.00363006 -0.00162814 0.00131844 -0.00265208 -0.00776471 -0.000337885 0.00059133 -0.00013664 internal_weight=84473 52933 26312 721 26621 25591 9261 2963 22231 1721 17360 20510 16987 7953 12402 11488 5254 625 227 107 76 4585 9407 199 179 914 170 6298 2699 2137 internal_count=84473 52933 26312 721 26621 25591 9261 2963 22231 1721 17360 20510 16987 7953 12402 11488 5254 625 227 107 76 4585 9407 199 179 914 170 6298 2699 2137 is_linear=0 shrinkage=0.04 Tree=102 num_leaves=31 num_cat=0 split_feature=28 23 0 29 30 1 33 33 30 13 16 1 31 33 24 1 1 31 2 30 31 17 33 16 28 28 10 30 9 16 split_gain=99.4739 22.8128 17.1758 24.9812 43.5526 23.5754 12.1015 8.48203 7.63527 7.06833 6.19183 5.71508 13.293 5.64219 6.97718 6.60149 5.35789 4.84148 7.08736 4.36602 4.05148 4.01756 4.00192 4.56178 3.52543 3.4291 3.31401 3.2135 3.3201 4.92196 threshold=19098.659764133641 307.34950000000214 20.500000000000004 20815.483197379286 523.30664346596188 2.5000000000000004 16681.033250000004 12306.620000000001 55.472904645504578 -0.83377653105606597 16013.677500000003 2.5000000000000004 18327.469010416669 14735.840000000002 -480.34399999999999 1.0000000180025095e-35 1.5000000000000002 18895.712859375006 4.5000000000000009 261.77255289176111 19813.130809895836 21779.480000000007 15303.261750000001 21779.777500000007 12916.988773168969 16607.329777877803 -0.9159756150367534 425.19547666520094 -0.60355339059327362 18567.863500000003 decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 9 22 8 -3 10 16 -1 -11 -13 24 15 17 -4 -15 -19 25 -20 -18 23 -6 -10 -9 -21 -26 29 -29 right_child=2 7 3 -5 5 -7 -8 19 13 11 -12 12 -14 14 -16 -17 21 18 20 26 -22 -23 -24 -25 27 -27 -28 28 -30 -31 leaf_value=0.15630957140397525 25.399748972144881 -0.34286376130174484 -0.66418461269475726 10.187900970891379 -3.5029174689471199 -17.558080974710602 3.6685041314953435 0.42182133068383498 -1.9485005785122227 2.8265465119047057 2.6557786153105374 -11.707327094377295 0.50865369638978797 0.23029936072844071 3.3191874298614148 0.34882460473858423 -9.5801117229207655 -0.54698230842915974 -1.5498462048078723 -7.504374699277089 -2.3644808543447402 -1.5230475875245233 -1.0424664063555478 -5.7060095894807645 -0.14414086891594818 5.3975286210299478 14.368415964031817 -1.2017300774084068 -0.7177592492895426 -13.925010385214776 leaf_weight=3342 35040 1431 60 2673 145 88 2259 1389 1194 1050 2243 62 228 415 2351 4782 26 808 169 48 123 20 98 28 15318 2279 5485 36 1256 27 leaf_count=3342 35040 1431 60 2673 145 88 2259 1389 1194 1050 2243 62 228 415 2351 4782 26 808 169 48 123 20 98 28 15318 2279 5485 36 1256 27 internal_value=0.00214426 0.000857302 0.00360828 0.00127557 -0.00236011 -0.0148301 0.000355797 0.0024763 0.000156437 0.000735823 0.00150045 0.00152239 -0.00344828 -0.000127044 0.000711378 1.71512e-05 -0.00920755 -0.00228383 -0.00367273 0.00292186 -0.0090137 -0.0194783 -0.00898893 -0.0126474 -0.000533677 0.00185169 0.0036313 -0.000383002 -0.00227748 -0.0112381 internal_weight=84473 44955 39518 4478 1805 359 34323 10632 32064 1446 5585 1340 290 26479 8648 6297 106 1515 1100 9201 292 46 271 173 17831 3668 5533 16637 1319 63 internal_count=84473 44955 39518 4478 1805 359 34323 10632 32064 1446 5585 1340 290 26479 8648 6297 106 1515 1100 9201 292 46 271 173 17831 3668 5533 16637 1319 63 is_linear=0 shrinkage=0.04 Tree=103 num_leaves=31 num_cat=0 split_feature=28 10 30 9 28 33 30 16 27 33 2 10 30 33 20 18 30 9 30 1 27 15 34 15 19 24 28 16 30 10 split_gain=99.949 30.5 27.0758 42.1551 20.9703 14.5398 10.555 8.38702 6.0428 5.65122 8.04164 5.15776 5.77461 4.93345 4.18587 4.97774 4.07478 10.6476 8.3407 3.85112 3.78628 3.64374 3.59844 4.49433 4.01612 3.45624 3.3754 3.26466 3.23232 3.1793 threshold=19928.995932459988 0.37940952255126048 492.80080014037742 -0.60355339059327362 17086.391449324881 16681.033250000004 273.77480480175336 16827.970000000005 536.75199999999961 14937.458500000002 4.5000000000000009 -0.60355339059327384 166.86479013739611 12607.363500000001 17923.673000000006 16136.294000000002 285.57924260621616 -0.60355339059327362 430.806655812781 1.0000000180025095e-35 -389.78200000000101 20273.851000000006 16366.157500000003 12592.888750000002 13126.772500000001 -1354.2139999999997 14368.713704698568 20999.052500000005 374.68234425446718 -0.78656609248549325 decision_type=2 2 2 2 2 2 2 2 2 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 21 6 8 29 13 9 16 -11 12 -6 -8 15 -12 22 18 20 -17 -18 -4 24 -24 -3 -26 28 -14 -19 -1 right_child=-2 2 3 -5 11 -7 7 -9 -10 10 14 -13 27 -15 -16 19 17 26 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.75579785646348652 36.026905792317251 -0.21786497864930629 -6.3972699038459186 -1.1962340633947799 5.9329609172680486 3.5800321779065256 0.0071649258676198318 -12.962277693040319 -1.231509901686612 1.2363222096263764 -3.4629160043424565 11.180903899749975 1.5162439388471876 10.27705829891211 0.4572017201828143 -1.3596720187995166 -2.2710390385266037 -1.0109460273660356 -10.898159651652081 -0.27994815251361738 -4.7150735497457861 -15.877010714529789 -3.090029057246281 0.27715850394713637 -4.531836793830629 -2.915938330347438 -0.095390760528819507 -17.214146780854048 -5.172765271387183 0.47199059121019543 leaf_weight=2432 31540 278 61 994 4696 2564 715 50 1604 4618 28 7918 2419 2544 957 336 277 196 39 1005 145 69 258 9353 39 133 3307 21 51 5826 leaf_count=2432 31540 278 61 994 4696 2564 715 50 1604 4618 28 7918 2419 2544 957 336 277 196 39 1005 145 69 258 9353 39 133 3307 21 51 5826 internal_value=0.00213763 0.00107555 0.00010976 -0.00596441 0.00203013 0.000380816 0.000749373 0.0026582 5.72844e-05 0.000237869 0.00117166 0.00301422 0.00223431 0.00290764 -0.000746345 -0.00216508 -0.00022279 -0.00130012 -0.00701952 -0.00181655 -0.00538389 -0.0273846 0.000207137 0.000370825 -0.00328889 -0.00809302 -0.000558244 0.000655738 -0.00506883 -1.55e-05 internal_weight=84473 52933 26312 1124 26621 25188 11567 3309 22624 21020 6944 15054 7136 3259 2326 1369 14076 4015 461 1341 422 130 10061 9611 450 172 3554 2440 247 8258 internal_count=84473 52933 26312 1124 26621 25188 11567 3309 22624 21020 6944 15054 7136 3259 2326 1369 14076 4015 461 1341 422 130 10061 9611 450 172 3554 2440 247 8258 is_linear=0 shrinkage=0.04 Tree=104 num_leaves=31 num_cat=0 split_feature=28 10 30 9 28 31 15 10 30 28 30 23 3 28 27 34 25 13 28 3 21 36 13 16 19 31 2 27 23 31 split_gain=98.6487 29.5971 24.6618 39.6799 20.9943 13.8603 9.549 7.63972 7.0463 5.78746 5.4674 4.97249 6.05999 4.96773 4.92413 4.64726 4.75535 5.56376 4.48188 4.29279 5.35488 3.87203 3.75416 3.39851 3.09815 2.96709 2.84971 3.48236 4.77806 2.77025 threshold=19928.995932459988 0.37940952255126048 492.80080014037742 -0.60355339059327362 16282.300515176774 20990.355104166669 16206.391250000002 -0.5 326.7097330481501 17548.128579975004 166.86479013739611 -456.25699999999955 357.50000000000006 19456.608928125497 569.76375000000019 16498.5275 -1199.2937500000005 0.75580964594513067 16126.847103462742 111.50000000000001 14796.462000000001 2491.270707090147 0.85226249403558707 20999.052500000005 18957.319000000003 19222.099750000005 4.5000000000000009 -1118.4349999999993 -1065.0200000000011 15090.830661458336 decision_type=2 2 2 2 2 2 2 2 2 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 13 6 14 8 9 22 21 -11 12 -9 -4 15 19 29 26 -8 20 -3 -6 -1 24 -12 -19 27 28 -18 -17 right_child=-2 2 3 -5 7 -7 18 11 -10 10 23 -13 -14 -15 -16 16 17 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.53322755565834778 34.585829560624532 -5.7266742837169708 -5.7826121925019569 -1.1483847008589994 -2.4482895241131351 2.8385936920504515 -6.4172712985410012 5.4830522442741874 7.647097718590814 7.0173316390290594 -1.0595615965262837 9.1358515018706594 -6.2235461858170877 -15.098133753827419 -1.3641683517503755 -0.066835359797852253 -1.9290029491067311 0.13125217778342704 -1.3840359430922855 -0.86118713403186153 -1.9644299833373262 0.94025965044656834 -1.0795516001730883 -16.52558090961988 5.1354288530043624 1.3421517567906676 -0.58002068652209626 0.047182195598854601 -10.391390936088076 1.3997872500117283 leaf_weight=5360 31540 44 49 994 546 3306 30 29 1425 4831 962 8629 20 81 1228 1169 155 2520 97 581 125 1371 1810 21 1490 1846 4161 7169 20 2864 leaf_count=5360 31540 44 49 994 546 3306 30 29 1425 4831 962 8629 20 81 1228 1169 155 2520 97 581 125 1371 1810 21 1490 1846 4161 7169 20 2864 internal_value=0.0021239 0.00106875 0.000117361 -0.00567972 0.00200909 0.000376052 0.000399908 0.00279323 0.000560791 0.00199154 0.00250493 0.00364508 -0.00906122 -0.0264615 1.13337e-05 0.000157645 0.000274116 -3.75526e-05 -0.0104882 -0.00293333 -0.00854438 3.54722e-05 5.02094e-05 0.000975334 0.00111256 0.0011782 -0.000498913 -2.50543e-05 -0.0056 0.00150062 internal_weight=84473 52933 26312 1124 26621 25188 8722 17899 8595 9221 7304 8678 49 130 21882 20654 19904 15871 127 750 169 1917 7170 2473 2452 4366 11505 7344 175 4033 internal_count=84473 52933 26312 1124 26621 25188 8722 17899 8595 9221 7304 8678 49 130 21882 20654 19904 15871 127 750 169 1917 7170 2473 2452 4366 11505 7344 175 4033 is_linear=0 shrinkage=0.04 Tree=105 num_leaves=31 num_cat=0 split_feature=28 10 30 9 28 33 30 15 30 9 30 28 0 19 24 10 28 30 10 30 28 36 0 11 1 27 24 14 23 10 split_gain=98.4767 30.1616 25.8264 35.3931 20.666 14.2979 11.0288 6.86747 6.46684 15.9709 15.0205 8.98895 5.56622 6.66698 4.90873 4.75593 6.82428 6.37217 4.64987 5.88989 4.64383 4.62088 5.56969 4.46873 3.87802 3.866 3.75857 3.72735 4.73962 3.68056 threshold=19988.161562211553 0.37940952255126048 523.30664346596188 -0.60355339059327362 17276.846697237805 16761.432500000003 326.7097330481501 16945.693500000005 288.63421104680657 -0.60355339059327362 430.806655812781 15764.515760885401 1.5000000000000002 17572.728000000003 757.45500000000004 -0.78656609248549325 14522.782134978535 47.0182400597973 -0.60355339059327384 166.86479013739611 19456.608928125497 2706.3783744560255 20.500000000000004 -0.8783796973249266 1.0000000180025095e-35 483.60225000000179 1191.0944999999995 -0.9575230291762723 49.247499999999498 -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 4 5 20 6 8 15 29 11 10 21 14 13 24 27 17 -17 -1 19 -6 -4 -10 -23 25 -11 -13 -19 28 -3 -8 right_child=-2 2 3 -5 18 -7 7 -9 9 12 -12 23 -14 -15 -16 16 -18 26 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.0740645632231123 35.708491946931751 -0.89014664371694552 -6.38329633424856 -1.4407040354103251 6.0118837896169941 3.7814370787522531 -7.446659512153242 -18.36448310576424 -4.45098253687165 -1.2014331295713079 -8.7977315650111532 0.015366526991918528 0.17890304189114514 -3.1565070573462366 -7.1724232053964618 -0.84604871785685121 1.5598295896956555 -1.7180078126481817 11.584213401757857 1.4139052724959864 -16.410169086349111 -4.8772195021383764 0.52690433725913333 1.696225972950403 -0.14011780513638131 -4.4499718151835532 1.5687402882469528 0.021349360832084986 -7.1899019428187625 12.358015819348591 leaf_weight=667 30876 985 35 637 4723 2345 87 23 296 682 101 1131 4486 54 39 2321 4801 1716 7653 2402 72 30 286 5242 1198 89 293 8743 31 2429 leaf_count=667 30876 985 35 637 4723 2345 87 23 296 682 101 1131 4486 54 39 2321 4801 1716 7653 2402 72 30 286 5242 1198 89 293 8743 31 2429 internal_value=0.00210732 0.00107073 0.000110566 -0.00723656 0.00200848 0.000322947 0.00079987 0.00314927 2.44519e-05 -0.000979672 -0.00665919 0.000464945 -0.00034891 -0.00214271 -0.000298836 0.00019106 0.000731255 -0.00124664 0.00301746 0.00228211 -0.0285234 -0.00430065 -0.000936709 0.00162303 -0.00174468 -0.000557377 -0.00237133 -0.000242238 -0.00253543 0.00334817 internal_weight=84473 53597 26482 744 27115 25738 12337 2539 23393 7133 713 16260 6420 1934 9798 9798 7122 2676 14778 7125 107 612 316 6462 1880 1220 2009 9759 1016 2516 internal_count=84473 53597 26482 744 27115 25738 12337 2539 23393 7133 713 16260 6420 1934 9798 9798 7122 2676 14778 7125 107 612 316 6462 1880 1220 2009 9759 1016 2516 is_linear=0 shrinkage=0.04 Tree=106 num_leaves=31 num_cat=0 split_feature=28 23 0 31 30 1 28 0 35 28 28 28 30 28 30 9 0 1 36 27 2 6 9 9 1 23 15 20 3 1 split_gain=97.948 22.5039 20.1556 25.8358 36.1338 22.4695 11.112 14.9733 11.0752 7.12244 6.11757 7.62501 5.49389 5.07531 7.72663 11.5723 4.57737 4.51572 4.8014 4.43033 4.34117 3.78654 3.70844 3.61945 7.49161 3.5963 4.05904 3.69169 8.53771 3.52292 threshold=19098.659764133641 444.710000000001 20.500000000000004 19487.999453125005 442.13977880640078 2.5000000000000004 20279.942828669347 21.500000000000004 20072.65813616072 14247.063513330953 20181.261597434757 19456.608928125497 26.486488835525197 15528.768834958275 120.45302315376678 0.78656609248549325 8.5000000000000018 2.5000000000000004 2464.1917419870601 -1776.658000000001 4.5000000000000009 1.0000000180025095e-35 0.98296291314453421 0.37940952255126054 1.0000000180025095e-35 -200.29450000000085 15420.418500000002 17660.889500000005 251.50000000000003 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=1 8 -2 4 17 6 7 -6 12 -3 11 -7 -1 20 21 23 -11 -4 -19 -9 -14 -15 25 29 -25 -22 27 28 -27 -16 right_child=2 9 3 -5 5 10 -8 19 -10 16 -12 -13 13 14 15 -17 -18 18 -20 -21 22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.93292176475723065 22.747488603550689 -1.4195886492542065 3.9788896880245255 4.3370408203580206 -7.7506204341685088 -6.4552523132377688 4.2965491745634674 -5.2082477718712594 1.5462224171065699 12.625925735300871 -6.785036130073494 -16.925962962741224 0.036040608152466735 1.5761930832845881 0.029574308696921958 7.4993160080282406 2.8180402872889854 -9.5705027281728139 -0.69317110117038927 -1.3125572411550124 -0.57646824276539266 -0.98013761605838579 2.17606943442863 -4.4261813767683558 -0.67987547483435395 -3.1803386555698765 -8.3406271157385259 -0.75930444711315759 0.75219164560591967 -0.9728338049888049 leaf_weight=2091 35040 522 845 2840 91 35 145 26 5212 4891 36 96 6671 4786 7611 1179 2856 29 92 243 3253 166 582 156 394 593 95 1083 273 2541 leaf_count=2091 35040 522 845 2840 91 35 145 26 5212 4891 36 96 6671 4786 7611 1179 2856 29 92 243 3253 166 582 156 394 593 95 1083 273 2541 internal_value=0.00209075 0.000813703 0.0035435 0.00101653 -0.00298413 -0.0101071 -0.00590099 -0.00966667 0.000388813 0.00269875 -0.0228263 -0.0268397 0.000105992 -3.49861e-05 0.000418939 -0.000134332 0.00300349 0.00197101 -0.0052562 -0.00492193 -0.000643825 0.00174637 -0.0014363 -0.000548682 -0.00370909 -0.0017693 -0.00308415 -0.00269061 -0.00463741 -0.000377462 internal_weight=84473 44955 39518 4478 1638 672 505 360 36686 8269 167 131 31474 29383 16833 11881 7747 966 121 269 12550 4952 5879 10702 550 5297 2044 1949 866 10152 internal_count=84473 44955 39518 4478 1638 672 505 360 36686 8269 167 131 31474 29383 16833 11881 7747 966 121 269 12550 4952 5879 10702 550 5297 2044 1949 866 10152 is_linear=0 shrinkage=0.04 Tree=107 num_leaves=31 num_cat=0 split_feature=28 10 30 9 28 33 30 10 30 9 30 28 0 29 23 10 30 13 14 23 10 30 28 24 0 1 6 15 30 20 split_gain=98.2353 29.1005 22.8212 28.495 19.5021 12.8332 10.8253 5.63448 5.34296 14.2304 13.8768 7.5696 6.43466 8.49507 7.07566 5.01034 6.32854 4.25906 4.118 4.59054 4.06386 5.64789 5.61431 4.55439 3.95149 8.56856 3.92754 3.9075 3.71625 3.62648 threshold=19988.161562211553 0.37940952255126048 523.30664346596188 -0.60355339059327362 17276.846697237805 16408.623750000002 326.7097330481501 -0.70710678118654757 222.551602957055 -0.60355339059327362 430.806655812781 15764.515760885401 20.500000000000004 16292.930802540506 -359.81624999999889 -0.60355339059327384 165.13426374839841 -0.94705910369513524 -0.96234030595689413 49.247499999999498 -0.78656609248549325 73.360593132671525 14522.782134978535 1160.1160000000011 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 20503.481000000003 166.86479013739611 17704.462500000005 decision_type=2 2 2 2 2 2 2 2 2 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 27 6 8 20 -8 11 10 12 18 14 -14 -10 16 -6 -16 19 -3 21 -1 -22 -23 25 -7 -13 -4 -24 -11 right_child=-2 2 3 -5 15 24 7 -9 9 29 -12 26 13 -15 17 -17 -18 -19 -20 -21 22 23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.47072562823191832 33.508831154036194 -0.90402470198166318 -7.2379613977885073 -1.3448607556536503 5.6297574612885182 -2.0765321017021159 -7.9138217984403676 11.471805863822436 -5.0400310310884811 -0.24587110356743994 -8.4737506684262218 1.4743806135721584 -6.0876732094927561 -0.84676003671353761 -5.8926524570648011 10.732753019801642 1.112060611789937 -1.3745664330896472 0.040621741177983374 -6.9037474894321376 -0.79534582245379792 -2.3387994701312698 0.38092885662333409 1.7934008883815742 3.3005546539677999 1.625991980021767 -3.5457155851116791 -16.751882536600323 4.640748009438556 0.45511366238686479 leaf_weight=1109 30876 837 68 637 4698 142 104 2435 46 6597 100 4243 27 816 21 7653 2427 132 7932 31 2321 1299 2548 268 2822 437 87 39 2253 1468 leaf_count=1109 30876 837 68 637 4698 142 104 2435 46 6597 100 4243 27 816 21 7653 2427 132 7932 31 2321 1299 2548 268 2822 437 87 39 2253 1468 internal_value=0.00207844 0.00104312 9.99926e-05 -0.00680645 0.00196423 0.000299635 0.000790144 0.00311776 -4.88873e-05 -0.000787661 -0.00496672 0.000469155 -0.00360077 -0.00207355 -0.0100704 0.00294438 0.00218105 -0.00593464 -0.000204545 -0.00282028 0.000186977 -0.001142 0.000686324 -0.00268794 0.00258865 -0.000421416 0.00183834 -0.0259065 0.00146719 -0.000195908 internal_weight=84473 53597 26482 744 27115 25738 12337 2539 22337 9207 1142 13130 1042 843 199 14778 7125 153 8800 868 9798 2676 7122 1567 3401 579 4330 107 4801 8065 internal_count=84473 53597 26482 744 27115 25738 12337 2539 22337 9207 1142 13130 1042 843 199 14778 7125 153 8800 868 9798 2676 7122 1567 3401 579 4330 107 4801 8065 is_linear=0 shrinkage=0.04 Tree=108 num_leaves=31 num_cat=0 split_feature=28 10 30 9 28 33 30 10 15 28 30 9 30 28 0 20 2 10 30 22 2 13 36 16 1 29 30 32 26 14 split_gain=95.2856 33.7659 29.4085 44.1385 21.1248 12.8914 10.9205 6.8104 6.5573 5.30058 5.17883 14.9244 11.5373 8.23136 5.46104 5.67088 4.85928 4.74651 6.31307 4.61516 4.01691 3.94178 3.75031 3.73696 3.52813 4.4837 6.79048 3.35062 4.56726 3.82496 threshold=20181.261597434757 0.37940952255126048 499.11774944669639 -0.60355339059327362 17276.846697237805 16761.432500000003 273.77480480175336 -0.70710678118654757 20503.481000000003 14190.638755051737 310.73514467526468 -0.60355339059327362 436.49130984195347 16527.635493232698 1.5000000000000002 17107.075000000004 4.5000000000000009 -0.60355339059327384 165.13426374839841 22595.534500000005 3.5000000000000004 -0.96235977360714686 2783.2501396425055 21036.653750000005 1.0000000180025095e-35 20091.99669295592 611.6675602009542 1041.7907207751375 -380.2889999999997 -0.71502926860092908 decision_type=2 2 2 2 2 2 2 2 2 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 8 6 10 -1 -8 -4 -9 13 12 22 16 15 -13 19 18 -6 27 -14 -15 -12 -20 25 -5 -27 28 -3 -29 right_child=-2 2 3 24 17 -7 7 9 -10 -11 11 14 20 21 -16 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=0.025138437596584164 39.21301660468351 -6.9341474817178055 -6.5287832362128757 -0.88646454556632936 5.848452230695143 3.4941029149303056 -6.6085601556176998 -0.89641289760946508 -17.520632995134459 10.137037214543945 -3.7365120042738416 -0.56789384092815087 -10.544625930583283 -2.9148206033150634 0.17640932455358205 -2.3456000691951426 -0.5461046530227488 11.021132342539493 1.768656113708817 -3.9798739779486563 -3.7448205735364453 1.843637703395252 -0.03842738258546629 -16.975082198365833 -0.31842639187253957 -3.3794479003621234 -2.2290676494165163 -0.27685008446242804 -1.5595807559129446 0.77430484072547578 leaf_weight=8750 28884 23 91 184 5264 2415 187 421 76 2979 301 1364 54 115 3995 144 4471 8413 2628 22 35 4282 195 30 642 78 58 2525 101 5746 leaf_count=8750 28884 23 91 184 5264 2415 187 421 76 2979 301 1364 54 115 3995 144 4471 8413 2628 22 35 4282 195 30 642 78 58 2525 101 5746 internal_value=0.00206565 0.00109727 7.9801e-05 -0.00623915 0.00205246 0.000356445 0.000803113 0.00266183 -0.0252216 0.00307059 6.89686e-05 -0.000934297 -0.00700855 0.000422332 -0.00028857 -0.00233952 -8.75231e-05 0.00299602 0.00229336 0.000478555 -0.0202697 0.00191676 -0.00462903 0.000704289 -0.00294387 -0.006375 -0.0118824 0.000526504 -0.006 0.00062435 internal_weight=84473 55589 26917 1129 28672 25788 12337 3587 167 3400 23373 6088 585 17285 5503 1508 12888 16335 7922 8417 89 4397 496 2658 962 320 136 8395 124 8271 internal_count=84473 55589 26917 1129 28672 25788 12337 3587 167 3400 23373 6088 585 17285 5503 1508 12888 16335 7922 8417 89 4397 496 2658 962 320 136 8395 124 8271 is_linear=0 shrinkage=0.04 Tree=109 num_leaves=31 num_cat=0 split_feature=28 23 0 28 13 30 0 33 30 29 33 34 9 28 1 15 9 1 15 30 15 3 9 27 28 31 10 35 1 36 split_gain=95.3979 22.9969 20.281 25.9421 36.7108 12.8869 20.3439 9.66033 8.04654 12.9147 8.04571 7.85338 6.90654 7.04054 6.38978 6.22969 5.89781 11.5012 6.88506 4.79734 4.52639 4.16246 8.73286 6.50893 3.9362 3.78013 3.65496 3.60261 3.47341 7.71417 threshold=19353.22745451182 307.34950000000214 20.500000000000004 20345.276365955404 -0.82415615971448097 499.11774944669639 21.500000000000004 16761.432500000003 117.85704765114799 16947.098645307564 12306.620000000001 23242.173250000003 0.78656609248549325 14477.442080002065 1.5000000000000002 20307.277000000006 0.37940952255126054 1.0000000180025095e-35 16172.600000000002 194.15771690494861 14393.599500000002 346.50000000000006 -0.78656609248549303 -31.287500000002179 16319.168230361292 18783.183268229172 -0.9159756150367534 20165.139716517861 2.5000000000000004 2397.1622764247072 decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 11 28 -7 8 9 -1 -3 14 16 20 -4 -16 21 18 -18 24 -14 27 23 -23 -12 -24 -21 -10 -6 -30 right_child=2 10 3 -5 5 6 -8 -9 12 -11 19 -13 13 -15 15 -17 17 -19 -20 26 -22 22 25 -25 -26 -27 -28 -29 29 -31 leaf_value=0.083068582550739317 23.815819628422265 -0.46002543779205701 -3.1325606158701063 16.560960673693604 2.267724385663902 -13.641702801624508 -0.83713245633423561 3.25960514331467 -0.20954286115730575 2.9781071603913554 -0.73982211946738186 1.5081992848964876 -0.89736645503708856 5.0860072082095247 -4.0049610508828026 -14.310373238128079 -2.0303107677596843 -0.30252381900501585 -5.514040634822055 -7.0589862901566462 -8.7316012446824889 -9.7472561924487078 0.46995479419357999 -1.2796172348040404 3.5084904464240272 -3.973135985568983 9.9416563784025911 1.3140834776660217 -10.53169042229321 -0.098548785059298871 leaf_weight=9910 33192 1440 99 2272 871 67 273 2140 13540 4027 754 25 1037 1844 29 90 392 1212 135 124 29 48 408 36 2011 172 7000 1027 22 247 leaf_count=9910 33192 1440 99 2272 871 67 273 2140 13540 4027 754 25 1037 1844 29 90 392 1212 135 124 29 48 408 36 2011 172 7000 1027 22 247 internal_value=0.00205287 0.000860805 0.00356867 0.000876095 -0.0028253 -0.000459459 -0.00729412 0.000365659 0.000200728 0.000937648 0.00243234 -0.0172346 -0.000315895 0.00148454 -0.0196697 -0.025916 -0.000624632 -0.00283151 -0.00776471 0.00283911 -0.00110319 -0.000372661 -0.00346988 -0.0155238 0.00142495 -0.00172414 0.00338798 -0.000231482 0.00157895 -0.00239405 internal_weight=84473 47286 37187 3995 1723 1480 340 35957 33817 13937 11329 243 19880 2910 218 119 16970 1739 527 9889 1066 15231 664 84 2765 580 7124 14567 1140 269 internal_count=84473 47286 37187 3995 1723 1480 340 35957 33817 13937 11329 243 19880 2910 218 119 16970 1739 527 9889 1066 15231 664 84 2765 580 7124 14567 1140 269 is_linear=0 shrinkage=0.04 Tree=110 num_leaves=31 num_cat=0 split_feature=28 23 15 28 30 0 29 30 0 33 0 30 2 9 6 9 30 9 14 24 0 30 1 31 11 0 0 27 28 0 split_gain=96.5419 25.7715 16.9713 12.5794 22.9272 8.91642 18.8038 30.1284 12.8431 7.41799 6.96895 6.46022 6.35927 5.88194 5.77583 4.64884 4.5729 7.37747 5.09725 4.41338 4.02878 5.21888 6.0524 10.4306 5.41871 3.79723 6.68371 4.11458 3.63182 3.50175 threshold=19798.113814769044 434.41749999999962 20341.18175 16607.329777877803 202.35369738708064 20.500000000000004 20974.481151914279 454.25640810599197 21.500000000000004 12306.620000000001 21.500000000000004 577.15728802371325 4.5000000000000009 0.78656609248549325 1.0000000180025095e-35 0.60355339059327384 454.25640810599197 -0.70710678118654735 0.99981043035926087 -297.446249999999 21.500000000000004 323.68458316081779 1.0000000180025095e-35 19813.130809895836 -0.8783796973249266 19.500000000000004 20.500000000000004 -109.28000000000155 20211.640412693279 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 2 3 12 -5 -2 7 -7 11 29 -4 28 14 15 19 16 18 -18 20 -1 21 24 23 -23 25 -6 27 -27 -9 -3 right_child=5 9 10 4 13 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.14064480935828358 30.10426069876155 0.041906134452499286 -15.09318687701257 3.1114351439755388 -0.73128359914707619 1.0519747733784062 8.7811874585832772 -10.720366175147227 -0.87122077105521811 7.4075806055276452 -1.9284379834564374 -16.850923135107855 -0.45738367694431092 14.795865712586384 -1.1902219722586573 -10.423666584482051 -6.7167001193820237 -0.4915296618247445 -5.510667610942356 2.2237129792650547 0.73579828702526395 -0.63610675317214049 -0.58050617292344753 -2.4285065021877061 1.3835114362690197 -4.5320329712480429 -0.11664251549418421 -0.42376734726959486 -2.8183280904470571 -5.8197661239854952 leaf_weight=7633 29689 1017 41 10385 429 526 2405 74 85 9073 70 43 10217 516 843 40 108 1622 36 3018 2813 293 935 162 2123 59 111 25 46 36 leaf_count=7633 29689 1017 41 10385 429 526 2405 74 85 9073 70 43 10217 516 843 40 108 1622 36 3018 2813 293 935 162 2123 59 111 25 46 36 internal_value=0.0020415 0.00096231 0.000520649 0.000562561 0.00129562 0.00373591 0.00172255 -0.00370026 -0.0151935 0.00277148 -0.0150991 -0.0217669 -0.000101147 -0.000150129 0.000544284 -0.000394701 -0.000332262 -0.00217341 0.000123676 0.000796545 0.000201439 -0.0005927 -0.00258993 -0.00637363 0.000417911 -0.00285897 -0.00748718 -0.016 -0.017 -0.000406458 internal_weight=84473 51605 41479 41368 19657 32868 3179 774 248 10126 111 163 21711 9272 11494 8756 8716 1730 6986 10651 6950 4137 1390 455 2747 624 195 84 120 1053 internal_count=84473 51605 41479 41368 19657 32868 3179 774 248 10126 111 163 21711 9272 11494 8756 8716 1730 6986 10651 6950 4137 1390 455 2747 624 195 84 120 1053 is_linear=0 shrinkage=0.04 Tree=111 num_leaves=31 num_cat=0 split_feature=28 10 30 9 28 30 33 15 0 30 16 11 33 10 30 15 1 15 27 0 16 28 10 30 30 14 0 1 10 0 split_gain=96.9416 29.3203 22.6899 25.0114 20.4825 12.5994 11.9896 6.20277 10.6105 8.19253 5.08864 5.08784 6.39875 4.72697 6.62133 4.69376 4.66528 4.22701 4.10203 3.89673 3.8525 3.65151 5.48069 4.32965 4.00553 3.99837 3.50679 3.45662 4.81908 14.0321 threshold=20146.009564449512 0.37940952255126048 547.12667486166038 -0.60355339059327362 17548.128579975004 326.7097330481501 16761.432500000003 20370.961000000007 21.500000000000004 387.234946267238 17572.698 -0.8783796973249266 14951.615000000002 -0.60355339059327384 134.68884295200994 20273.851000000006 1.0000000180025095e-35 17614.585500000005 -1205.3564999999978 1.0000000180025095e-35 21036.653750000005 14368.713704698568 -0.78656609248549325 47.0182400597973 146.15025406033249 0.53312596302726967 14.500000000000002 2.5000000000000004 -0.9159756150367534 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 4 6 15 5 17 7 11 9 -9 -7 -3 18 14 -6 -4 19 21 -13 -14 27 -1 23 -23 26 -25 -24 -16 29 -29 right_child=-2 2 3 -5 13 10 -8 8 -10 -11 -12 12 16 -15 20 -17 -18 -19 -20 -21 -22 22 24 25 -26 -27 -28 28 -30 -31 leaf_value=-0.83217735773489743 34.663911431069138 -0.62710934692860731 -5.3061074814713463 -1.7739922610261558 6.5118783403330847 10.201882799973292 3.0667479422692221 0.099892964347671073 0.4429352977401686 -9.7111624951673328 -16.212343396868103 -2.472096459448867 -0.95944246880936024 11.218048042366668 3.4753874860994238 -14.447725239454758 1.0884579492651736 -3.1035987162026739 -0.033259383538158778 0.1419329901244199 -18.858238272372859 1.0120627387964323 -1.0015537037057729 -1.5566963036843833 3.7513917331060616 2.1210205141276388 0.78475693551172709 4.0187561211486615 1.8761618458612201 -12.091845208608149 leaf_weight=2405 29216 3881 35 483 4210 2860 2415 41 141 84 26 258 237 7504 2430 72 4636 53 13395 1170 26 656 948 1680 2943 261 1665 151 473 118 leaf_count=2405 29216 3881 35 483 4210 2860 2415 41 141 84 26 258 237 7504 2430 72 4636 53 13395 1170 26 656 948 1680 2943 261 1665 151 473 118 internal_value=0.00202967 0.00104436 9.65437e-05 -0.00766102 0.00194009 0.000811143 0.000270851 -1.1742e-06 -0.00607519 -0.01456 0.00315454 6.73539e-05 0.000328189 0.00296191 0.00224514 -0.0251589 0.00141188 0.000173782 -0.000151468 -0.000605544 0.000873046 0.000230347 0.000634368 -0.000882557 0.00134341 -0.00183205 0.000203598 0.000998739 -0.00139084 -0.00566543 internal_weight=84473 55257 26848 590 28409 13497 26258 23843 266 125 2886 23577 19696 14912 7408 107 6043 10611 13653 1407 3198 10558 8153 2597 5556 1941 2613 3172 742 269 internal_count=84473 55257 26848 590 28409 13497 26258 23843 266 125 2886 23577 19696 14912 7408 107 6043 10611 13653 1407 3198 10558 8153 2597 5556 1941 2613 3172 742 269 is_linear=0 shrinkage=0.04 Tree=112 num_leaves=31 num_cat=0 split_feature=28 23 0 31 1 30 30 33 28 0 23 1 0 30 28 9 3 30 30 35 28 28 28 11 16 30 35 3 20 2 split_gain=95.9971 22.2966 19.8989 24.808 32.2007 13.2988 12.3358 11.2065 10.5185 11.0367 8.21446 8.01997 10.0005 5.97801 5.49236 5.45135 7.82585 6.70983 5.10781 5.74398 4.99841 4.8024 4.28834 4.30419 3.89335 3.88505 3.7096 6.0911 3.59452 3.29521 threshold=19353.22745451182 695.71550000000036 20.500000000000004 19698.105924479172 2.5000000000000004 577.15728802371325 442.13977880640078 14831.895000000002 20476.597578587021 21.500000000000004 -213.63500000000019 1.0000000180025095e-35 1.0000000180025095e-35 53.327762620453861 17047.581575052507 -0.91597561503675329 357.50000000000006 175.23038192580779 313.7494631404245 18782.237669270839 20211.640412693279 14368.713704698568 15528.768834958275 -0.8783796973249266 15617.389500000001 405.8782314498589 20838.654237351195 327.50000000000006 22666.975500000004 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=1 7 -2 4 6 20 -4 13 9 -8 11 12 18 24 -14 16 -15 -18 -9 -20 25 -3 23 -12 -1 -6 27 -13 29 -17 right_child=2 21 3 -5 5 -7 8 10 -10 -11 22 26 14 15 -16 28 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.15077139529432917 21.610446487225776 -1.0509262666730761 3.7990003092552569 4.6807872843941833 -5.695027353663372 -15.569945529373939 -6.3907422880068134 0.36786638794073429 9.34872162575091 -1.339644523357886 -1.554436356648742 0.64308915061151894 -0.73017372906497668 2.9632212016240107 1.3539185602268184 -0.026428289984894257 0.022896507415537164 -19.439571986892275 -0.53836723308566481 -2.3020435109516582 0.28620683607394631 8.5534211587256266 4.0102959256721737 0.9663737867285821 1.8179264190820377 -9.7854089602143759 2.4133550853194614 -2.4919579190650136 3.1583611548892954 -0.65349594849307902 leaf_weight=2458 33192 296 793 2433 59 72 120 86 151 233 181 4944 852 1792 875 11297 35 27 131 204 49 5454 5039 459 1917 85 1073 330 451 9385 leaf_count=2458 33192 296 793 2433 59 72 120 86 151 233 181 4944 852 1792 875 11297 35 27 131 204 49 5454 5039 459 1917 85 1073 330 451 9385 internal_value=0.00201262 0.000816817 0.00353317 0.000866083 -0.00306786 -0.0157736 -0.000471858 0.000493644 -0.00536508 -0.00914448 0.00140652 0.000619188 -0.00149348 2.07589e-05 -0.000145918 -0.000237177 0.0018425 -0.012129 -0.00702138 -0.00925373 -0.0103005 0.0031513 0.00258426 -0.0005 0.001376 -0.0140556 0.00133417 0.00089799 -0.000419628 -0.000496664 internal_weight=84473 47286 37187 3995 1562 265 1297 41536 504 353 14174 8495 2148 27362 1727 22987 1854 62 421 335 193 5750 5679 640 4375 144 6347 5274 21133 20682 internal_count=84473 47286 37187 3995 1562 265 1297 41536 504 353 14174 8495 2148 27362 1727 22987 1854 62 421 335 193 5750 5679 640 4375 144 6347 5274 21133 20682 is_linear=0 shrinkage=0.04 Tree=113 num_leaves=31 num_cat=0 split_feature=28 10 30 9 28 30 33 15 10 30 9 30 28 0 23 29 10 30 20 10 28 30 14 30 1 6 1 35 27 14 split_gain=96.9013 30.5511 24.1541 34.2042 21.0179 12.1049 11.3268 6.715 5.91408 5.06603 15.8714 10.2964 8.70359 8.29576 8.57674 7.04954 4.6896 7.62696 4.07426 4.05808 5.67311 5.2118 5.26494 4.04221 3.76863 3.71022 3.69519 5.08338 5.15948 3.45104 threshold=20246.210563290279 0.37940952255126048 499.11774944669639 -0.60355339059327362 17587.966687392556 326.7097330481501 16761.432500000003 20539.278000000002 -0.70710678118654757 198.24590076939623 -0.60355339059327362 436.49130984195347 15925.703460017006 20.500000000000004 -350.79700000000042 16292.930802540506 -0.60355339059327384 184.28541776231103 18016.849000000006 -0.78656609248549325 14522.782134978535 68.153762137691203 0.5475998096715059 166.86479013739611 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 18833.335751488095 105.29500000000009 -0.72694848937061807 decision_type=2 2 2 2 2 2 2 2 2 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 6 7 5 19 9 -4 -7 12 11 13 29 14 -11 -15 17 -6 26 21 -21 -1 -23 -22 -16 -14 27 -12 -29 -3 right_child=-2 2 3 -5 16 8 -8 -9 -10 10 18 -13 25 15 24 -17 -18 -19 -20 20 23 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.59488644411134584 35.759296460853363 -0.55174937903022947 -5.5744252820593259 -1.0244487740985664 5.789452810731011 -7.3381160838772397 2.9938715821654984 -15.016023599631099 10.411977884557219 -4.2285973360680877 -0.2679688729977695 -7.572349535975869 1.7662663084995023 -5.8175671336817434 -1.0553452596631709 -0.62975723005931639 10.905002754718348 0.59585033559050171 0.813339266434431 -0.71436246661522074 0.22890984937246103 -2.0730894887148219 3.0030005950996941 4.0695413325344081 -4.0266598660244828 -2.2003095210861061 0.079529243679959005 -0.58482893811382308 -1.895024397358827 0.21078947579689697 leaf_weight=1123 28220 2766 101 980 5505 121 2441 81 2810 66 1467 94 4037 42 147 997 7808 2200 1303 2321 2921 1649 230 2486 108 81 5983 199 225 5961 leaf_count=1123 28220 2766 101 980 5505 121 2441 81 2810 66 1467 94 4037 42 147 997 7808 2200 1303 2321 2921 1649 230 2486 108 81 5983 199 225 5961 internal_value=0.00199936 0.0010398 7.22332e-05 -0.00556971 0.00193789 0.000793793 0.000325192 -0.0214945 0.00307199 5.55462e-05 -0.000590349 -0.00447318 0.000590113 -0.00358824 -0.00920872 -0.00185178 0.0029454 0.0022453 2.48449e-05 0.000171482 0.000656315 -0.00107662 -0.00236509 0.00136638 -0.00588235 0.00210588 -0.000318008 -0.00185933 -0.00571698 -0.000125129 internal_weight=84473 56253 27079 1162 29174 13661 25917 182 2931 23476 10631 1454 12845 1360 321 1039 15513 7705 9177 10730 7728 3002 1879 5407 255 4118 7874 1891 424 8727 internal_count=84473 56253 27079 1162 29174 13661 25917 182 2931 23476 10631 1454 12845 1360 321 1039 15513 7705 9177 10730 7728 3002 1879 5407 255 4118 7874 1891 424 8727 is_linear=0 shrinkage=0.04 Tree=114 num_leaves=31 num_cat=0 split_feature=21 23 30 1 33 28 28 30 16 15 28 30 2 9 30 9 32 30 28 28 15 9 30 1 13 27 12 23 30 9 split_gain=96.351 17.7064 16.893 17.1448 11.3169 11.2257 11.1716 7.91253 7.21882 8.16807 6.6284 8.96081 7.96668 5.37489 7.5677 4.9594 9.00124 4.94501 4.97291 4.85174 10.8031 6.73568 9.9868 4.5469 3.92537 3.70059 3.49167 3.41186 3.34245 3.32247 threshold=19432.789500000003 198.59249999999886 547.12667486166038 2.5000000000000004 14783.749000000002 14571.017363606739 17315.650473998099 91.279762508069311 22330.911250000005 20273.851000000006 17086.391449324881 222.551602957055 4.5000000000000009 0.78656609248549325 137.61628277131447 -0.78656609248549303 1750.3294257100426 442.13977880640078 17468.292563711151 20442.294927291183 20639.272000000004 -0.60355339059327362 492.80080014037742 1.0000000180025095e-35 0.86548282553247169 105.29500000000009 -0.22252093395631442 -388.06649999999985 291.78088285336821 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=1 2 4 -4 7 -3 -2 29 9 -5 12 -12 -6 17 -15 16 -13 18 26 20 27 22 24 25 -22 -14 -7 28 -8 -1 right_child=6 5 3 8 10 13 19 -9 -10 -11 11 15 23 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.99907429270701809 0.028028064249383217 -0.85857742657017611 -1.3656080962932047 -4.3518314450974787 0.79587185530532145 -2.1534558697779893 5.8784895229238474 -0.43216573196396418 2.6449715274748957 -14.121572832734744 5.098739765268121 -4.6203506272659904 -0.12845575064437484 -1.5636303295897582 9.2270655076982688 0.5808640357985686 4.5102961263308741 -6.1416818645935081 5.2753071715388922 43.433958245934022 1.9161658787243119 0.91923309901530825 -11.037972964359467 -0.2283823493519945 -7.1516458369099976 -1.6608842838304898 1.2071623523598995 10.58655352211391 -0.91664732742909538 0.01544782421308577 leaf_weight=3597 1408 1213 547 51 3805 570 662 13917 23 68 3524 47 215 345 5227 4164 54 100 3164 24182 57 159 48 1763 20 384 1907 9878 439 2935 leaf_count=3597 1408 1213 547 51 3805 570 662 13917 23 68 3524 47 215 345 5227 4164 54 100 3164 24182 57 159 48 1763 20 384 1907 9878 439 2935 internal_value=0.00198137 0.000792944 0.000332137 -0.00586938 0.000456329 0.00208399 0.003517 -0.00014299 -0.0182535 -0.0222185 0.00133448 0.00211016 0.000354792 0.00247609 0.00336109 0.000876905 -0.00788119 0.00161714 0.00177344 0.0036558 0.00297008 -0.00473239 -0.01168 -0.00146994 -0.00275325 -0.0044808 0.000431167 0.00316932 0.00105722 0.00100551 internal_weight=84473 47620 35094 689 34405 12526 36853 20449 142 119 13956 7789 6167 11313 5572 4265 101 5741 5641 35445 11263 284 125 2362 77 599 2477 10979 1101 6532 internal_count=84473 47620 35094 689 34405 12526 36853 20449 142 119 13956 7789 6167 11313 5572 4265 101 5741 5641 35445 11263 284 125 2362 77 599 2477 10979 1101 6532 is_linear=0 shrinkage=0.04 Tree=115 num_leaves=31 num_cat=0 split_feature=28 10 30 9 28 30 31 15 0 15 10 30 10 30 33 22 27 30 0 28 24 24 30 16 1 23 34 30 20 9 split_gain=96.3605 29.7018 21.7131 28.6523 20.8262 12.714 10.8873 7.19202 7.85339 5.39928 5.38666 4.59873 4.53855 7.30722 4.19208 4.08081 4.18353 4.03694 6.27902 5.74122 5.05022 4.30911 4.34071 3.87028 3.49893 5.96405 3.51043 3.45678 3.40942 3.4042 threshold=20279.942828669347 0.37940952255126048 523.30664346596188 -0.60355339059327362 17760.037526397693 344.46933688805467 20990.355104166669 20503.481000000003 21.500000000000004 20675.706500000004 -0.70710678118654757 405.8782314498589 -0.60355339059327384 134.68884295200994 14653.730500000001 22595.534500000005 476.44999999999715 288.63421104680657 21.500000000000004 15764.515760885401 757.45500000000004 -2286.6950000000011 430.806655812781 18245.788250000001 1.0000000180025095e-35 -1423.7584999999997 22100.804000000004 144.67794003813268 18575.243500000004 -0.78656609248549303 decision_type=2 2 2 2 2 2 2 2 2 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 6 9 5 14 7 15 11 -4 -7 -9 13 -6 23 16 17 19 21 20 -3 -19 29 -1 25 26 -5 28 -16 -23 right_child=-2 2 3 24 12 10 -8 8 -10 -11 -12 -13 -14 -15 27 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.043010276962404122 34.391470640461193 0.030465089125996169 -8.4238537530327857 -2.406888988625711 6.5665141716507103 -7.6761588987039886 2.1787674976901266 -2.9494952867303197 0.85523082104434811 -14.070079665188134 11.936631753238192 -6.9418582522467949 10.571938418628971 1.27705705223555 -2.4025275263290529 -2.9036757212379785 -0.78854040820608218 -0.14974733133510199 0.14524879590699824 1.0957607195549952 -6.5897666388012093 -4.2285601290922044 -5.6420122807627351 -5.7025073665761763 -0.1751512562926803 -1.0753048626165811 -5.8342061916002272 5.7287000342597016 0.9097468011444737 -1.1793754599647333 leaf_weight=9695 27888 8406 94 28 4313 102 3498 62 67 54 2721 66 7529 3261 228 41 2280 1270 4139 5246 29 58 115 38 438 204 31 1123 435 1014 leaf_count=9695 27888 8406 94 28 4313 102 3498 62 67 54 2721 66 7529 3261 228 41 2280 1270 4139 5246 29 58 115 38 438 204 31 1123 435 1014 internal_value=0.00197521 0.00102677 7.22183e-05 -0.00622379 0.00190661 0.000814949 0.000275532 -4.33465e-05 -0.00769231 -0.0222162 0.00322069 -0.0135 0.00294326 0.00225191 0.000225367 2.2657e-05 4.55736e-05 0.000228239 -0.000584597 0.00062013 -2.60817e-05 -0.00218641 -0.00391912 -0.00010151 -0.00284736 -0.0064943 -0.0176949 0.00200672 -0.000283559 -0.00312687 internal_weight=84473 56585 27140 849 29445 14342 26291 22793 195 148 2823 128 15103 7574 11519 22598 22557 20277 6596 13681 8435 2457 1187 9733 701 263 59 1786 663 1072 internal_count=84473 56585 27140 849 29445 14342 26291 22793 195 148 2823 128 15103 7574 11519 22598 22557 20277 6596 13681 8435 2457 1187 9733 701 263 59 1786 663 1072 is_linear=0 shrinkage=0.04 Tree=116 num_leaves=31 num_cat=0 split_feature=28 23 0 29 30 0 28 23 33 30 9 14 15 28 9 1 15 30 1 29 30 0 15 2 30 15 11 2 10 30 split_gain=95.2251 24.0474 13.1435 24.069 29.7031 16.3724 11.3637 12.9799 7.98041 7.32159 12.6883 13.9367 6.57646 5.87435 5.14926 6.6067 5.07042 4.62197 4.41621 4.21746 4.08236 6.87397 5.51033 4.03355 3.99211 5.07329 3.36897 3.34274 3.32928 3.322 threshold=19768.950573568833 695.71550000000036 20.500000000000004 21140.949178890634 499.11774944669639 21.500000000000004 15528.768834958275 -220.3200000000015 14351.029000000002 180.4649658648278 -0.78656609248549303 -0.14250536273956091 20204.071500000002 14368.713704698568 0.37940952255126054 1.0000000180025095e-35 20605.842500000002 307.32529824101994 2.5000000000000004 17600.550436512291 387.234946267238 21.500000000000004 20925.988500000003 4.5000000000000009 198.24590076939623 19470.048750000005 -0.8783796973249266 4.5000000000000009 0.78656609248549303 71.28311816261477 decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 20 16 23 9 18 19 11 -11 14 -3 -12 -16 -6 -13 26 27 -4 22 -22 -1 -20 -26 29 -8 -14 -9 right_child=2 13 3 -5 5 -7 7 8 -10 10 12 17 28 -15 15 -17 -18 -19 24 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.16606392183623594 24.747648796702251 -1.0634589785340358 4.2157671346623848 8.3558464825854362 -10.413253295345955 -1.1653476038243877 0.79277835993395218 1.2737864747960357 3.615742980134478 1.933731370590059 0.025398168291662891 -3.7697273504357272 -11.14464440610951 8.4682085644784237 -6.7310058696092003 -0.79073362134461289 -12.657962422667653 -7.5936198794707046 0.18331316405590287 2.5629406928378482 -6.1398718896681004 2.1531874107631648 -0.040306177202865973 -0.59785358560671142 -2.999900279899109 -7.5432077403945117 2.1301353344884295 -0.56658030511304891 -1.0528702297280874 -1.3277188613103283 leaf_weight=7863 29974 296 500 2174 29 118 1465 462 7747 78 9417 102 41 6232 75 158 128 24 1417 2239 93 118 66 7265 375 35 4186 820 169 807 leaf_count=7863 29974 296 500 2174 29 118 1465 462 7747 78 9417 102 41 6232 75 158 128 24 1417 2239 93 118 66 7265 375 35 4186 820 169 807 internal_value=0.00196716 0.000886471 0.00363614 0.00121017 -0.00375665 -0.0150545 0.000555593 0.00101118 0.00183618 0.000161229 -0.000439586 -0.0103137 -0.000235294 0.00315441 -8.29014e-05 -0.00595708 -0.0235159 -0.0185397 0.000885471 0.00149779 0.000241956 -0.00365343 -0.00908176 -0.00033633 -0.000816639 -0.00429268 0.00145555 0.00028884 -0.00723809 -0.000349882 internal_weight=84473 51273 33200 3226 1052 275 44745 29617 15029 14588 10064 204 9860 6528 9650 233 157 126 7282 4524 777 277 159 15128 1827 410 5455 2285 210 1269 internal_count=84473 51273 33200 3226 1052 275 44745 29617 15029 14588 10064 204 9860 6528 9650 233 157 126 7282 4524 777 277 159 15128 1827 410 5455 2285 210 1269 is_linear=0 shrinkage=0.04 Tree=117 num_leaves=31 num_cat=0 split_feature=28 23 28 30 9 9 28 30 0 34 30 9 23 30 35 15 1 19 1 10 2 13 30 30 16 15 18 27 14 20 split_gain=96.1475 26.3366 28.0543 17.3382 19.9711 10.2252 10.0218 8.17817 9.12708 6.42365 5.27565 6.56678 6.03328 4.76064 4.80849 4.62827 4.16831 5.73293 4.13563 3.96945 3.94877 4.10672 3.74853 3.49464 5.57713 3.33586 3.23279 3.22836 3.20239 4.90775 threshold=20246.210563290279 -220.3200000000015 15528.768834958275 534.66535094519145 -0.60355339059327362 0.78656609248549325 18839.086057082455 340.95608111853102 20.500000000000004 24551.269000000004 129.44474286716482 0.60355339059327384 -655.12250000000029 52.354497191544461 19033.519475446432 15577.505000000003 2.5000000000000004 20853.788500000002 2.5000000000000004 -0.70710678118654757 4.5000000000000009 0.76140650896573492 90.286910347151689 22.837691842521206 15032.632000000001 20539.278000000002 15577.427750000001 -574.58100000000002 -0.70289845916694649 14999.893500000002 decision_type=2 2 2 2 2 2 2 2 2 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 15 9 25 6 13 -8 -9 10 11 -1 26 -4 18 20 -14 -18 -15 -19 -3 -22 -7 -13 -25 -5 27 -12 29 -26 right_child=-2 2 5 4 -6 22 7 8 -10 -11 12 23 16 14 -16 -17 17 19 -20 -21 21 -23 -24 24 28 -27 -28 -29 -30 -31 leaf_value=0.98301927836422753 31.018758489165815 0.49231967470986598 1.7073450142912561 -7.3074823430414551 -1.3210666242607392 0.077391162914794698 7.8296799495124496 0.76771997807609349 -6.7911395280261786 2.96450221841818 0.74716395651027112 0.92326361591952744 -0.79370041632876365 0.36858196496029233 2.51753112171756 -7.3110795414406144 -2.0070177881931297 -1.2580490412851473 -1.5479026025883877 -4.3176405928102337 -0.12307149504925517 -1.7339308564535174 9.9206587738277783 0.09909254999756005 -1.4120079011239071 -13.390671163270991 0.037784211350794766 -3.0878942582828448 -0.84575416682652926 -2.4327247937773517 leaf_weight=4446 28220 4102 1946 52 613 485 6972 241 91 1334 47 322 2664 3802 1493 52 740 21 1273 32 3004 1289 8007 1047 127 58 11385 87 480 41 leaf_count=4446 28220 4102 1946 52 613 485 6972 241 91 1334 47 322 2664 3802 1493 52 740 21 1273 32 3004 1289 8007 1047 127 58 11385 87 480 41 internal_value=0.00195153 0.000995716 0.00172873 -2.62171e-05 -0.00612448 0.00241876 0.00181768 0.00290471 -0.00322892 0.000167391 -1.86427e-07 0.000954975 -0.000412393 0.000885131 0.00037028 -0.000257133 -0.00187793 -0.00442371 -0.000216749 -0.0171321 -0.000183442 -0.00103145 0.00353839 -0.000938027 -0.00166372 -0.0218182 2.74331e-05 -0.00614925 -0.00458025 -0.00933333 internal_weight=84473 56253 32757 23496 723 24310 15818 7304 332 22773 21439 6463 14976 8514 6568 8447 3457 793 5075 53 8395 4293 8492 2017 1695 110 11519 134 648 168 internal_count=84473 56253 32757 23496 723 24310 15818 7304 332 22773 21439 6463 14976 8514 6568 8447 3457 793 5075 53 8395 4293 8492 2017 1695 110 11519 134 648 168 is_linear=0 shrinkage=0.04 Tree=118 num_leaves=31 num_cat=0 split_feature=28 0 34 30 1 23 1 33 2 20 24 1 23 23 30 28 13 1 16 30 32 30 28 28 34 30 0 20 30 33 split_gain=95.1688 25.2129 22.9821 22.1175 17.7221 16.313 10.5154 10.0736 8.06584 11.0498 6.02435 5.63146 5.55133 5.13746 5.11526 4.93721 4.66594 4.41565 4.27959 5.45559 4.5341 4.27415 4.0668 3.71636 3.53784 5.55544 3.31406 3.20444 3.13792 4.37497 threshold=18839.086057082455 20.500000000000004 23025.417500000003 534.66535094519145 2.5000000000000004 713.50449999999921 1.5000000000000002 14783.749000000002 4.5000000000000009 18842.284500000005 -362.55449999999831 1.0000000180025095e-35 44.36249999999928 153.82449999999884 30.198417060543768 20279.942828669347 -0.82415615971448097 1.0000000180025095e-35 20539.328000000005 374.68234425446718 1881.9561697155671 577.15728802371325 14247.063513330953 19631.585105601411 20980.513000000003 330.28134992691815 11.500000000000002 16788.320000000003 313.7494631404245 16634.392000000003 decision_type=2 2 2 2 2 2 2 2 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 15 3 6 -5 7 -3 14 10 11 17 24 16 -13 -1 18 -8 28 -2 20 -20 -6 -7 -23 -10 -26 -24 -27 -9 -30 right_child=1 2 -4 4 21 22 12 8 9 -11 -12 13 -14 -15 -16 -17 -18 -19 19 -21 -22 23 26 -25 25 27 -28 -29 29 -31 leaf_value=0.81172318780893382 8.0739998320431585 1.9738198666183762 4.1834335589787894 -2.3054933502716084 -6.7994061661009519 -1.5384555277926406 -6.7761523316982117 0.1562838653906338 0.21249680236803431 1.6860569161705501 6.5790072488188116 -0.19223818375032431 -7.5443136178886832 -5.3704272027405979 -0.18849521719127055 35.27992839718658 -1.0542127479929806 1.1245351662120444 -2.7163184897101336 -13.555955234491142 3.0754446724747857 -4.4134618906679854 7.7393378333127254 -13.762175214544403 -1.2692734190491295 -1.4469680490285999 -0.2544213243836102 -3.0695175385366351 -0.46214130246971757 -3.0985361360452366 leaf_weight=1947 10891 1122 2455 445 44 237 81 1048 118 2020 2523 1869 40 51 23046 25504 693 4458 24 60 400 28 3997 62 475 26 394 48 328 39 leaf_count=1947 10891 1122 2455 445 44 237 81 1048 118 2020 2523 1869 40 51 23046 25504 693 4458 24 60 400 28 3997 62 475 26 394 48 328 39 internal_value=0.00194727 0.00330225 0.000627767 -0.00205964 -0.00891883 0.00061693 -8.26431e-06 0.000343826 0.00124679 -9.81114e-05 0.00198475 -0.00182915 -0.00346929 -0.000729167 -0.000125955 0.00366268 -0.00271835 0.00128248 0.00296967 -0.000710744 0.000886793 -0.0216716 0.00285912 -0.0266667 -0.0049955 -0.00634608 0.00313459 -0.0165405 -0.000664311 -0.00384741 internal_weight=84473 41849 4970 2515 579 42624 1936 37996 13003 4607 8396 2587 814 1920 24993 36879 774 5873 11375 484 424 134 4628 90 667 549 4391 74 1415 367 internal_count=84473 41849 4970 2515 579 42624 1936 37996 13003 4607 8396 2587 814 1920 24993 36879 774 5873 11375 484 424 134 4628 90 667 549 4391 74 1415 367 is_linear=0 shrinkage=0.04 Tree=119 num_leaves=31 num_cat=0 split_feature=28 10 28 30 9 30 28 35 16 10 30 30 9 28 23 9 30 28 20 30 0 0 1 13 14 35 0 1 33 15 split_gain=95.7532 28.9897 21.5391 21.0675 31.9694 12.9034 12.3339 10.4072 6.321 5.07518 8.54903 5.00201 16.4818 9.70979 9.57172 5.34139 6.48317 6.58132 5.13726 4.09511 3.8743 8.83136 15.3712 4.82557 4.81184 3.75543 3.58911 6.97406 7.06096 3.5884 threshold=20411.817416146558 0.37940952255126048 17802.98248435817 499.11774944669639 -0.60355339059327362 344.46933688805467 19928.995932459988 20880.34066592262 16945.607 -0.60355339059327384 134.68884295200994 198.24590076939623 -0.78656609248549303 16607.329777877803 -350.79700000000042 -0.60355339059327362 410.28381991296442 15803.620355005065 18842.284500000005 577.15728802371325 13.500000000000002 12.500000000000002 2.5000000000000004 0.88621069759564464 0.28313308994381592 17875.395273437502 2.5000000000000004 1.0000000180025095e-35 15789.108500000002 17874.991750000005 decision_type=2 2 2 2 2 2 2 2 2 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 7 6 29 19 11 -7 10 -4 13 14 -3 -13 16 17 -14 -18 -5 21 23 -23 -12 -24 -10 27 28 -17 -1 right_child=-2 3 9 4 -6 8 -8 -9 25 -11 20 12 15 -15 -16 26 18 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.15093634595049049 34.12368345956564 0.013558549426467753 6.2838844185505822 -3.1822033258515412 -0.80803637800495609 10.7697082884261 -13.121994369355871 2.1705984180872266 -4.2936870110199594 9.8949924759345844 3.9542659340668509 -3.7050508484780242 -6.5431261827424168 2.5180979110323838 -2.7204523420251543 -0.63803463357549062 -7.5017407373873475 -0.80298816250213478 -1.3788887041135975 -6.496500875488505 5.5794089786811583 -0.20635594286112924 -13.855863921574372 -4.9854579783362762 -0.15608144604389027 -19.890383644803659 0.30077158080680344 0.10930696718594293 -1.9338871298100513 -4.7227133497728424 leaf_weight=11598 26560 10113 4593 65 1022 2823 100 2286 37 7935 1569 67 22 2835 262 1025 83 986 80 56 1129 275 97 336 23 20 5297 2877 257 45 leaf_count=11598 26560 10113 4593 65 1022 2823 100 2286 37 7935 1569 67 22 2835 262 1025 83 986 80 56 1129 275 97 336 23 20 5297 2877 257 45 internal_value=0.00193307 0.00102105 0.00187008 7.77168e-05 -0.00501046 0.000755491 -0.0188054 0.000319206 0.00315278 0.0028845 0.00217502 7.2624e-05 -0.000556407 0.000604881 -0.00937386 -0.000283429 -0.00283177 -0.00163492 -0.0102331 -0.0102149 0.00066375 -0.000278261 -0.00572152 0.000850394 -0.0176667 -0.0100351 3.2149e-05 -0.000847319 -0.00330109 0.000162501 internal_weight=84473 57913 30480 27433 1243 14523 221 26190 2880 15957 8022 23904 10956 12948 329 10627 1171 1008 163 121 3429 2300 395 1905 120 57 9456 4159 1282 11643 internal_count=84473 57913 30480 27433 1243 14523 221 26190 2880 15957 8022 23904 10956 12948 329 10627 1171 1008 163 121 3429 2300 395 1905 120 57 9456 4159 1282 11643 is_linear=0 shrinkage=0.04 Tree=120 num_leaves=31 num_cat=0 split_feature=28 23 0 29 30 0 21 8 1 28 2 13 33 0 30 33 27 34 0 24 31 15 30 9 15 34 36 24 30 0 split_gain=95.671 23.0936 12.1862 19.7614 23.0983 14.9505 10.9452 12.7316 12.5355 7.57487 6.37342 6.27964 5.81647 5.08982 5.0475 4.51093 4.3686 4.12439 4.08402 3.98813 3.91226 3.90798 3.90421 4.52639 3.83836 3.81109 6.26641 3.9148 3.44931 4.02616 threshold=19829.453745913601 713.50449999999921 20.500000000000004 21184.604247742875 459.91916580134955 21.500000000000004 17163.897750000004 1.0000000180025095e-35 2.5000000000000004 20512.406723452277 4.5000000000000009 -0.84315017450793706 14937.458500000002 16.500000000000004 577.15728802371325 12163.404500000002 -327.38700000000057 16498.5275 9.5000000000000018 1299.7639999999994 14090.668192708335 20820.473000000005 45.846701954302262 0.98296291314453421 17376.783000000007 15695.146250000002 3085.7011854898947 -134.90499999999881 285.57924260621616 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=1 6 -2 4 -4 9 10 16 11 21 12 -9 24 17 -10 -3 18 20 19 -8 -12 -6 -19 -24 25 26 -1 -27 -20 -30 right_child=2 15 3 -5 5 -7 7 8 14 -11 13 -13 -14 -15 -16 -17 -18 22 28 -21 -22 -23 23 -25 -26 27 -28 -29 29 -31 leaf_value=-15.385742766938259 22.776186600344577 -0.65111041536049452 0.89783002250523847 7.2831605440987959 -8.601656149740597 -0.77586454141129746 -6.7147321211098072 -1.8677482620403831 -1.6774254190320679 -2.62064446707637 -5.6798819336336273 0.70384018867981724 0.96974170345112221 0.38240473152744303 -7.516571549365116 7.5909232268485702 2.2643625292004192 0.45035374994045846 1.7959891205879295 -0.48616824921480217 -9.0464988076770823 -11.230983609801218 -0.85626231481291204 1.9737305801725074 -1.2589181560215541 0.0019103043052462348 -0.60844027379347831 2.9134301337190429 -9.168854130721428 0.067990427756440874 leaf_weight=25 29417 342 644 2117 83 141 133 429 1061 39 93 2673 4571 3155 42 6124 11201 1691 1954 262 26 95 7549 812 1006 6576 72 1546 118 476 leaf_count=25 29417 342 644 2117 83 141 133 429 1061 39 93 2673 4571 3155 42 6124 11201 1691 1954 262 26 95 7549 812 1006 6576 72 1546 118 476 internal_value=0.00191934 0.000853881 0.00362011 0.00124271 -0.00338523 -0.0115307 0.000535814 0.00129032 -0.000642093 -0.0181198 2.5367e-05 0.000660219 0.000628008 -0.000598529 -0.00430462 0.00309063 0.00186482 -0.00103392 0.000493374 -0.00329114 -0.00843697 -0.021618 -0.000946279 -0.0013008 4.98646e-05 0.000335321 -0.00754639 0.000429451 0.00108006 -0.00158923 internal_weight=84473 51937 32536 3119 1002 358 45471 18349 4205 217 27122 3102 13796 13326 1103 6466 14144 10171 2943 395 119 178 10052 8361 9225 8219 97 8122 2548 594 internal_count=84473 51937 32536 3119 1002 358 45471 18349 4205 217 27122 3102 13796 13326 1103 6466 14144 10171 2943 395 119 178 10052 8361 9225 8219 97 8122 2548 594 is_linear=0 shrinkage=0.04 Tree=121 num_leaves=31 num_cat=0 split_feature=28 10 28 30 0 30 31 15 10 30 10 30 9 23 28 9 2 14 31 23 13 33 30 14 0 0 1 30 26 28 split_gain=96.5269 25.9904 20.4189 17.0427 20.2823 12.7245 10.5757 7.38861 5.03644 8.2155 4.80009 4.73417 16.9001 10.8236 5.16787 5.02126 9.7098 3.87752 7.89491 3.82862 3.93606 3.69311 4.08149 3.67421 4.64623 7.256 13.1432 4.70795 3.39604 3.39427 threshold=20378.147100621853 0.37940952255126048 17760.037526397693 534.66535094519145 21.500000000000004 344.46933688805467 20990.355104166669 20711.051500000005 -0.60355339059327384 134.68884295200994 -0.70710678118654757 247.77089641851128 -0.78656609248549303 -311.38799999999986 15925.703460017006 -0.60355339059327362 4.5000000000000009 -0.26867065956352881 15188.963072916669 -58.093750000001812 -0.85227431625818906 14653.730500000001 144.67794003813268 0.45847758937963173 13.500000000000002 12.500000000000002 2.5000000000000004 285.57924260621616 603.83250000000055 14190.638755051737 decision_type=2 2 2 2 2 2 2 2 2 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 6 7 21 11 -5 9 -4 -7 14 13 -13 -3 16 19 -16 -19 20 -14 -1 -23 24 25 27 -27 -11 -28 -12 right_child=-2 3 8 4 -6 10 -8 -9 -10 23 29 12 15 -15 17 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31 leaf_value=-0.14951048033671205 30.804383849258102 -0.03868660056952454 5.7481241259570748 -7.8198492078420969 -0.86187170134962354 -7.4447673687316938 1.8702074662180204 -12.287071933088374 9.1277417904353086 2.105744435452924 -1.2249582370129415 -4.3239864037368827 -5.1830806892938108 -2.7659800341287584 2.3734445336435268 -0.059439446008382094 0.15159393728809931 -3.6038767715914592 0.67535402384855636 -6.6247889132792874 -1.8031449056491042 -0.24900141999716738 4.8954275848211752 8.2895701380693332 5.6015576540701977 -1.0045284249513644 -10.608473272949967 -5.6806739379647189 -18.370849386568217 11.41570315110552 leaf_weight=9733 26892 9759 4561 110 609 102 3547 62 7900 1160 149 59 80 106 1866 7636 617 90 2429 92 303 663 1123 573 987 239 74 347 33 2572 leaf_count=9733 26892 9759 4561 110 609 102 3547 62 7900 1160 149 59 80 106 1866 7636 617 90 2429 92 303 663 1123 573 987 239 74 347 33 2572 internal_value=0.00190986 0.000985811 0.00179455 9.28194e-05 -0.00573111 0.0007006 0.000263918 -0.0178605 0.00278292 0.00207374 0.00310733 -4.91382e-05 -0.000772293 -0.0134545 0.000405543 -0.000532539 -0.0030696 0.00154618 0.00052243 -0.00736842 -0.00560835 0.000110774 0.00178275 0.000589511 1.49012e-10 -0.00118079 -0.00640462 1.85801e-05 -0.0180561 0.00342668 internal_weight=84473 57581 30216 27365 781 14342 26584 172 15874 7974 2823 23037 8893 165 14144 8728 1092 4385 2519 475 383 11519 1786 3413 2840 1853 346 1507 107 2721 internal_count=84473 57581 30216 27365 781 14342 26584 172 15874 7974 2823 23037 8893 165 14144 8728 1092 4385 2519 475 383 11519 1786 3413 2840 1853 346 1507 107 2721 is_linear=0 shrinkage=0.04 Tree=122 num_leaves=31 num_cat=0 split_feature=28 10 28 30 9 30 15 34 11 10 30 23 33 1 0 19 16 22 27 27 28 10 30 27 32 32 16 15 10 28 split_gain=96.3433 27.9004 21.3756 17.9427 36.8091 12.8674 9.66771 9.0737 5.79464 4.89546 8.15972 4.75979 4.73515 5.00477 4.54829 9.91003 4.40819 4.07769 3.92626 3.88929 3.88749 3.75955 17.8146 4.54535 4.21312 3.75724 3.80961 3.63397 3.41351 5.22132 threshold=20476.597578587021 0.37940952255126048 17802.98248435817 454.25640810599197 -0.60355339059327362 344.46933688805467 20853.695000000003 24551.269000000004 -0.8783796973249266 -0.60355339059327384 121.6177089026784 -1179.4325000000006 14951.615000000002 1.0000000180025095e-35 3.5000000000000004 17614.585500000005 16945.607 22595.534500000005 -1205.3564999999978 -64.586250000003915 14190.638755051737 0.60355339059327384 198.24590076939623 -109.28000000000155 2466.2549510643271 2213.5782964594023 21112.005000000001 17830.050000000007 -0.78656609248549325 14522.782134978535 decision_type=2 2 2 2 2 2 2 2 2 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 7 6 27 11 8 21 10 -4 -5 17 14 15 -14 20 18 -10 -19 -7 22 -3 -24 -23 26 -12 28 -1 -30 right_child=-2 3 9 4 -6 16 -8 -9 12 -11 25 -13 13 -15 -16 -17 -18 19 -20 -21 -22 24 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.54168177038737519 33.078169325301694 -0.46542991783911958 6.0888105762906131 0.58113614679314896 -0.42332226869113604 -1.8103055175326903 -11.505134382128766 3.28375003217849 -2.3331730268631765 9.0586276545325557 -0.16392739438383075 -7.1233787183240462 -0.24190640561324767 1.1655509913678812 2.0725734821814403 -2.4620987425957925 -13.549433051671608 -3.4722606531517801 0.06865071852385482 -0.096442643590228944 10.943704359349811 0.041450572315252308 -3.7849750974900918 -1.7950762965896787 -1.2277027193005732 4.2687836306345508 -27.93052546186043 -4.1660884974557932 -0.68719253171981198 1.0460320816853115 leaf_weight=3206 25896 727 4375 37 2032 160 96 1865 203 8194 2145 193 854 4655 509 78 57 21 12919 24 2663 2669 101 48 538 1744 27 81 2394 5962 leaf_count=3206 25896 727 4375 37 2032 160 96 1865 203 8194 2145 193 854 4655 509 78 57 21 12919 24 2663 2669 101 48 538 1744 27 81 2394 5962 internal_value=0.00188335 0.000985165 0.00180831 5.93422e-05 -0.00327735 0.000689389 -0.0157546 0.000371425 0.000156944 0.00279406 0.00210879 -0.0113043 0.000447075 0.00136877 -0.000691187 -0.00235193 0.00308333 2.03541e-05 6.15761e-05 -0.012 0.0033057 -0.00121185 -0.00353425 -0.0161342 -0.000577487 0.000782431 -0.000327808 9.72259e-05 0.000156374 0.000582097 internal_weight=84473 58577 31008 27569 2358 14523 326 25211 23346 16485 8291 230 19263 6096 1441 932 2880 13167 13122 45 2823 4083 876 149 3207 3916 2172 11643 11562 8356 internal_count=84473 58577 31008 27569 2358 14523 326 25211 23346 16485 8291 230 19263 6096 1441 932 2880 13167 13122 45 2823 4083 876 149 3207 3916 2172 11643 11562 8356 is_linear=0 shrinkage=0.04 Tree=123 num_leaves=31 num_cat=0 split_feature=28 23 0 28 30 0 35 15 28 30 23 13 1 2 9 28 0 27 27 1 18 33 34 9 30 0 14 15 23 28 split_gain=96.4807 21.8411 13.9317 17.3766 21.234 24.1211 9.96886 6.25442 8.06771 9.08905 6.17191 5.42854 4.53589 4.25882 6.94172 5.80958 4.82206 4.72984 4.75254 4.54505 5.13823 4.25508 4.24731 3.90933 4.98787 4.15581 4.18535 3.87918 4.16379 3.58952 threshold=19768.950573568833 713.50449999999921 20.500000000000004 20686.587893205284 514.39566459086393 21.500000000000004 20072.65813616072 20204.071500000002 18624.035337093061 133.41782131142426 -1157.7625000000005 -0.814291907305839 2.5000000000000004 4.5000000000000009 0.91597561503675362 14247.063513330953 14.500000000000002 -59.235749999999818 483.60225000000179 1.0000000180025095e-35 22395.982750000006 12634.808750000002 16498.5275 0.98296291314453421 70.140424669563117 12.500000000000002 0.16587474750015932 19470.048750000005 -987.24549999999897 17086.391449324881 decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 11 10 7 8 13 -10 -6 -4 -11 14 17 -16 22 -1 19 20 -19 -3 -15 24 -24 -26 -27 -14 -29 -8 right_child=2 21 3 -5 5 -7 29 -9 9 12 -12 -13 27 16 15 -17 -18 18 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31 leaf_value=-0.53740651626866365 20.055356771452061 0.14627674965919554 -3.8451555819976653 15.827094588200696 -3.874203787131675 -0.49121372455123324 0.27660803693131386 -2.2360629452414371 5.6324164900416251 0.77229108659139489 -11.268595781292959 1.0519091822172562 -0.19690108361307204 -6.0743507223842794 -1.0412738468778486 6.750517820739109 0.22549305614358217 -0.17328810194940805 -0.6757483471535225 0.9213352229465831 -2.0037992287102599 8.5069114311323002 0.22052218634201495 2.4216532446145402 -0.78749527794253027 -3.0492040318855578 1.2843509696975108 0.18948795747278205 -4.704725436905524 2.7324448777369081 leaf_weight=3521 29974 842 92 1792 32 209 2351 205 2964 2745 134 967 533 104 480 1926 5704 1857 1863 6927 47 5494 2432 773 5267 602 158 119 215 4144 leaf_count=3521 29974 842 92 1792 32 209 2351 205 2964 2745 134 967 533 104 480 1926 5704 1857 1863 6927 47 5494 2432 773 5267 602 158 119 215 4144 internal_value=0.00187909 0.000791294 0.00355904 0.00106138 -0.00222036 -0.0104 0.000481296 0.000236408 0.000273766 0.00154866 -0.0217831 0.00067611 0.000201551 8.97018e-06 0.000450274 0.00243724 -0.000478723 0.000113964 0.000532635 0.000919941 -0.000810924 0.0029899 -0.00103856 -0.000948007 -0.00119683 -0.00181384 -0.00457895 -0.00232065 -0.0057006 0.00193072 internal_weight=84473 51273 33200 3226 1434 375 44937 38442 38237 6576 166 1059 3612 31661 16621 2406 15040 14215 10694 8831 1904 6336 9336 9232 8459 6027 760 867 334 6495 internal_count=84473 51273 33200 3226 1434 375 44937 38442 38237 6576 166 1059 3612 31661 16621 2406 15040 14215 10694 8831 1904 6336 9336 9232 8459 6027 760 867 334 6495 is_linear=0 shrinkage=0.04 Tree=124 num_leaves=31 num_cat=0 split_feature=28 23 0 28 30 0 35 23 28 31 3 9 30 15 1 15 13 28 0 30 14 30 28 1 27 0 17 35 28 13 split_gain=95.8511 21.7049 12.3708 15.8631 17.7923 22.5532 9.37154 7.32298 11.6559 6.01515 5.77584 6.30479 5.65205 5.36939 5.14405 4.6882 4.43584 4.40373 4.35922 5.08038 6.23365 4.30332 4.5253 4.09193 4.5242 4.13877 5.80432 3.96702 3.71228 3.65205 threshold=19829.453745913601 713.50449999999921 20.500000000000004 20686.587893205284 514.39566459086393 21.500000000000004 20880.34066592262 -206.80799999999996 15333.315708035167 17958.013677083338 327.50000000000006 -0.78656609248549303 175.23038192580779 15231.593250000002 2.5000000000000004 20204.071500000002 -0.814291907305839 16164.757385388108 18.500000000000004 316.94103132715043 -0.27694043983797384 547.12667486166038 20020.628357366779 1.0000000180025095e-35 55.15750000000299 14.500000000000002 20925.988500000003 18597.192497767861 17468.292563711151 0.58481550752069722 decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 16 21 7 10 13 14 15 12 -12 -9 -10 23 -4 -3 -16 20 -20 -6 -23 25 -25 26 -1 -13 -22 -26 right_child=2 17 3 -5 5 -7 -8 8 9 -11 11 27 -14 -15 18 -17 -18 -19 19 -21 28 22 -24 24 29 -27 -28 -29 -30 -31 leaf_value=-0.45436548522760895 20.024441159158808 0.72733900732339929 -3.9030869682958418 15.194010804672715 -4.8643739839171323 -0.48131973099067216 2.0285299958723222 -0.20006178136894678 1.2256738700567262 3.0973441707807736 -1.1688663473898873 0.8093938687267338 -5.7970047776087403 -2.0728196107239008 0.14082530918249719 -1.9150702004104709 1.0161462615130605 10.611934216329553 0.14276684996271066 -4.8194991445058717 -4.7056691250727933 -10.141272764899986 -12.695126746819346 -0.16366403361799647 0.16544330746328684 0.48264495947673852 -2.3948774121425247 -1.6876050802615186 -1.882415905557312 1.39492386373899 leaf_weight=3298 29417 1226 86 1792 56 188 2699 6436 6418 6410 45 329 44 243 1656 267 898 5240 328 52 30 30 69 7143 4298 1495 175 844 95 3166 leaf_count=3298 29417 1226 86 1792 56 188 2699 6436 6418 6410 45 329 44 243 1656 267 898 5240 328 52 30 30 69 7143 4298 1495 175 844 95 3166 internal_value=0.00185872 0.000792268 0.0035611 0.00116576 -0.00214921 -0.00999417 0.000483913 0.000339662 0.000856194 0.00147548 -0.000190675 -0.00281458 -0.0130787 -0.000533613 0.000782842 -2.37878e-05 0.000585366 0.00296072 -0.000905136 -0.00415842 -0.00279912 -0.0212903 -0.026303 4.80206e-05 0.000385295 -0.000943639 -0.00170112 -0.00203581 -0.0104 0.00107396 internal_weight=84473 51937 32536 3119 1327 343 45471 42772 21668 14989 21104 1262 89 6679 8579 19842 984 6466 2161 505 453 155 99 19575 14607 4968 3473 1173 125 7464 internal_count=84473 51937 32536 3119 1327 343 45471 42772 21668 14989 21104 1262 89 6679 8579 19842 984 6466 2161 505 453 155 99 19575 14607 4968 3473 1173 125 7464 is_linear=0 shrinkage=0.04 Tree=125 num_leaves=31 num_cat=0 split_feature=28 23 28 9 30 0 30 28 0 15 1 15 35 21 30 1 0 33 9 30 15 30 30 13 35 32 14 30 23 34 split_gain=96.6332 25.451 26.8396 14.2341 21.9056 11.1488 9.87848 11.0161 8.47321 7.00408 6.85402 6.38344 5.71588 5.59562 5.37088 5.34855 5.31482 7.04661 4.6429 11.0096 6.13064 5.65877 4.74724 4.52429 5.62461 5.79569 4.47172 4.40144 4.40132 4.07856 threshold=20476.597578587021 -220.3200000000015 16282.300515176774 -0.70710678118654735 436.49130984195347 8.5000000000000018 222.551602957055 18839.086057082455 19.500000000000004 16249.668750000003 1.0000000180025095e-35 20503.481000000003 20010.302174851196 14928.401750000003 611.6675602009542 1.0000000180025095e-35 1.0000000180025095e-35 15840.272000000003 0.37940952255126054 133.41782131142426 15420.418500000002 514.39566459086393 304.21974163512596 -0.84315017450793706 18002.524626116076 1700.6553838928232 -0.048362832084465616 326.7097330481501 -967.92925000000002 17988.675000000007 decision_type=2 2 2 2 2 2 2 2 2 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 4 -1 -4 7 23 26 13 16 -6 -12 -3 28 -10 17 -5 21 -20 -21 -18 -22 24 -7 -26 -8 -19 -13 -11 right_child=-2 2 5 10 11 6 8 -9 15 29 12 14 -14 -15 -16 -17 18 27 19 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.80920460367680547 30.192151213072066 -0.55954999149617013 9.2829227901492786 -0.49107977993558438 -4.3217996438279966 -4.5564443091586497 -1.157361076367613 6.794065398603955 1.7270860333604834 -1.7395906233065381 0.16704600348937529 -1.3840404259825658 1.336346726855109 0.63191875556593236 -12.17422993752507 -2.9887285255340852 0.63181281299638814 -0.39929165786536885 -0.050866266538162598 -1.8648818576959716 -2.502536234833316 -1.5933273280085736 -30.037141026650165 1.0772360772785878 -1.6000327870548785 1.7941189996227305 10.650249508413928 -2.5417436373869888 -9.3772074398483269 -3.325420024728786 leaf_weight=1674 25896 4225 7599 643 126 180 1305 7328 143 59 13315 61 2978 7478 30 394 2749 82 1419 276 185 279 26 4281 96 430 892 150 92 82 leaf_count=1674 25896 4225 7599 643 126 180 1305 7328 143 59 13315 61 2978 7478 30 394 2749 82 1419 276 185 279 26 4281 96 430 892 150 92 82 internal_value=0.00184168 0.000942145 0.00163887 -5.56361e-05 -0.00330207 0.00244578 0.00181514 0.00229801 -0.000359912 9.59137e-05 0.000235635 -0.0130874 0.000656233 0.000202683 -0.0178579 -0.00486406 -0.000944052 -0.00381714 -0.000434536 -0.00198111 -0.00717043 0.00053897 -0.0123033 0.000847804 -0.00211898 -3.04181e-05 0.000741011 -0.0097931 -0.0148235 -0.00876596 internal_weight=84473 58577 34492 24085 1983 22648 15049 12315 2734 11844 22102 309 16293 11703 183 537 5809 875 4934 1906 487 3028 211 4987 706 526 2197 232 153 141 internal_count=84473 58577 34492 24085 1983 22648 15049 12315 2734 11844 22102 309 16293 11703 183 537 5809 875 4934 1906 487 3028 211 4987 706 526 2197 232 153 141 is_linear=0 shrinkage=0.04 Tree=126 num_leaves=31 num_cat=0 split_feature=28 23 28 9 30 0 30 28 15 0 1 15 21 34 1 0 33 30 9 30 15 30 14 10 19 2 30 27 36 17 split_gain=95.863 26.613 27.0431 15.3504 27.7477 10.0098 9.53256 10.4697 9.44018 8.44854 6.23733 6.19513 5.8821 5.7769 5.24181 5.18901 6.31199 4.82993 4.49477 9.99616 5.14704 5.0608 4.44833 4.3975 4.28028 4.19187 4.16456 4.08336 4.05844 4.41602 threshold=20583.236404707579 -220.3200000000015 16449.242336158106 -0.70710678118654735 436.49130984195347 8.5000000000000018 217.57206333132783 18839.086057082455 20998.782500000005 19.500000000000004 1.0000000180025095e-35 16335.325500000001 15285.527500000002 24551.269000000004 1.0000000180025095e-35 1.0000000180025095e-35 15840.272000000003 337.44273729936612 0.37940952255126054 133.41782131142426 15420.418500000002 514.39566459086393 -0.30982845708428081 -0.9159756150367534 19258.890000000003 4.5000000000000009 291.78088285336821 -845.38250000000141 2859.7475491142518 21451.432500000006 decision_type=2 2 2 2 2 2 2 2 2 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 4 -1 -4 7 -7 27 23 15 12 -3 -12 -11 16 -5 22 21 -20 -21 -17 -16 -8 -13 -18 -14 -6 29 -29 right_child=-2 2 5 10 8 6 9 -9 -10 14 13 24 26 -15 17 18 25 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.78564494326739931 32.902108153340919 -0.44231238640666287 9.9105848244385761 -0.47143658873819205 -3.6912773135198722 0.68400799818931646 -4.8352943532838228 6.7995891842039109 -10.010413772468128 1.6967980816914709 0.23300578889567702 -1.7747566648170678 0.35463589060134754 3.6912823115104851 0.032561301897654757 0.61537739783175338 -1.1189271053214542 -5.7938813524375199 -0.048831615876645661 -1.7902865833881045 -4.5581370053921022 -1.468909332637794 -2.3657748149811657 4.5626845532767124 -5.9088576937406172 -2.5885866245477827 5.2840070412522566 -6.1340479304184168 -1.2680058750882297 -9.7163548066511947 leaf_weight=1728 24900 5432 7294 643 163 4673 365 7799 77 144 15358 197 5303 1058 176 2784 158 140 1419 276 211 288 107 1964 48 76 1593 42 22 35 leaf_count=1728 24900 5432 7294 643 163 4673 365 7799 77 144 15358 197 5303 1058 176 2784 158 140 1419 276 211 288 107 1964 48 76 1593 42 22 35 internal_value=0.00183221 0.00096104 0.00166369 -5.62082e-05 -0.00335365 0.0024891 0.00190994 0.00238999 -0.0138171 -0.000157458 0.000249832 0.000175933 0.000301103 0.00064961 -0.00453615 -0.00087105 -0.0037081 -0.00678014 -0.000371233 -0.00189717 -0.00684189 0.000575521 -0.00377385 0.000908545 -0.00612245 -0.00933333 0.00107657 -0.0101985 -0.0166061 -0.0209351 internal_weight=84473 59573 35235 24338 2067 22662 15368 12472 339 2896 22271 12573 12328 16416 567 5855 877 423 4978 1906 487 3072 283 2329 245 234 6896 262 99 77 internal_count=84473 59573 35235 24338 2067 22662 15368 12472 339 2896 22271 12573 12328 16416 567 5855 877 423 4978 1906 487 3072 283 2329 245 234 6896 262 99 77 is_linear=0 shrinkage=0.04 Tree=127 num_leaves=31 num_cat=0 split_feature=28 23 21 27 0 29 30 0 30 2 28 33 30 15 18 31 0 1 18 15 34 30 24 9 3 34 28 13 35 21 split_gain=95.3846 22.7041 9.82095 12.5877 8.77615 14.0103 18.2561 10.5611 8.7114 6.7366 6.72159 6.46205 5.50365 5.45518 5.63905 5.10075 4.67345 4.63236 4.3919 4.30949 4.10911 3.99733 3.96155 3.7593 3.45226 3.38555 3.96211 3.34336 3.90985 3.53152 threshold=20082.841291047527 660.50549999999851 17637.935750000004 -263.12799999999964 20.500000000000004 21313.297366588227 547.12667486166038 21.500000000000004 200.35630430952162 4.5000000000000009 14190.638755051737 14937.458500000002 410.28381991296442 20135.747000000003 21277.307500000003 19222.099750000005 14.500000000000002 2.5000000000000004 16412.833750000002 17416.187500000004 16498.5275 258.5448062696351 -134.90499999999881 1.0000000180025095e-35 344.50000000000006 21096.583000000002 19959.2056348398 0.98372640911059162 18528.421669642859 18413.785500000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 8 -2 6 12 -8 18 11 -3 19 -6 27 17 -14 20 25 -4 22 -11 -12 -1 -22 -21 -15 -27 -10 -29 -30 right_child=4 10 3 -5 5 -7 7 -9 13 16 21 -13 15 14 -16 -17 -18 -19 -20 24 23 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=-0.027113814078553497 22.430688891515633 -2.1031699111153443 -0.61136519717858095 2.2501203945439596 3.173934732508271 7.1321013925503598 -9.6625232531774223 -0.92676347829947869 -0.19161159521163854 -5.8014358221023521 2.0017618128316617 1.0067832458356549 -5.0116640165504194 0.15945202217142851 -0.34909179185824923 -0.61649283366643315 0.23987780698030814 -8.9543347447669177 2.8115796182618853 -1.1467506703301455 -1.0461821337569677 11.32902781950588 2.6292924149444632 -0.29061248444448512 -4.0306724644309178 -2.225062710535989 -5.1120672837485293 -0.81625850053985294 0.0010597562872722577 -5.0129722923559266 leaf_weight=6816 27189 265 862 10774 410 1928 63 38 2196 101 2278 5825 104 92 277 148 4934 94 1913 1325 1969 5011 1655 7790 25 129 33 160 24 45 leaf_count=6816 27189 265 862 10774 410 1928 63 38 2196 101 2278 5825 104 92 277 148 4934 94 1913 1325 1969 5011 1655 7790 25 129 33 160 24 45 internal_value=0.00182037 0.000825967 0.000499075 0.00128176 0.00363722 0.00145819 -0.00312975 -0.0189703 -0.000216309 7.22735e-05 0.00286153 0.000650901 -0.000712991 -0.0016918 -0.005024 -0.00536508 -0.000539678 -0.00841379 0.00140541 2.48449e-05 -0.0010426 0.00308904 0.000359344 -0.000959524 -0.00207407 -0.0056063 -0.00908642 -0.00083299 -0.00543231 -0.0133913 internal_weight=84473 54593 47039 16599 29880 2691 763 101 5825 30440 7554 15646 662 3050 625 252 14794 348 2775 9821 9860 7289 8471 9759 1350 254 162 2425 229 69 internal_count=84473 54593 47039 16599 29880 2691 763 101 5825 30440 7554 15646 662 3050 625 252 14794 348 2775 9821 9860 7289 8471 9759 1350 254 162 2425 229 69 is_linear=0 shrinkage=0.04 Tree=128 num_leaves=31 num_cat=0 split_feature=28 10 28 30 9 30 33 15 28 22 23 10 30 11 14 0 0 1 30 16 2 27 0 3 15 35 14 26 27 22 split_gain=95.7048 25.3108 21.2902 13.1792 25.7736 11.992 9.0295 8.56507 7.33121 6.1181 5.78172 5.69683 9.65772 5.31466 4.53241 5.11154 8.86825 13.4482 5.10642 4.52765 4.14791 4.11968 3.73759 4.40443 3.4686 3.44126 4.12747 3.41946 3.36555 3.26341 threshold=20583.236404707579 0.37940952255126048 17587.966687392556 454.25640810599197 -0.60355339059327362 313.7494631404245 16761.432500000003 20998.782500000005 14190.638755051737 22595.534500000005 -1179.4325000000006 -0.60355339059327384 124.12121207837291 -0.8783796973249266 0.50370931781787065 13.500000000000002 12.500000000000002 2.5000000000000004 285.57924260621616 17065.523500000003 5.5000000000000009 476.44999999999715 10.500000000000002 127.50000000000001 17614.585500000005 18368.39841071429 0.82293497932636273 603.83250000000055 -1049.2915000000028 18707.802500000002 decision_type=2 2 2 2 2 2 2 2 2 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 6 7 24 9 10 -7 13 -5 12 -4 -3 15 16 18 -18 -14 -10 -8 25 23 -20 -1 28 -27 -19 -15 -12 right_child=-2 3 11 4 -6 8 20 -9 19 -11 29 -13 14 21 -16 -17 17 27 22 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.062284584984246404 30.751328628351107 -0.57549881337670405 4.9385159583002549 0.62140098070173944 -0.33675670750025744 -2.0233510385724789 2.4302789741893087 -9.2760223191368514 8.233831301886827 -3.2460091187126729 -6.2128247090764317 7.7779396229771782 1.7101069593613702 -1.8875196638630192 7.0030050744957411 3.7025365114138613 -1.3390633849985778 -11.001349229643063 -15.254883258583316 -11.167875958158882 -2.0795514480172419 -0.58126300344619619 1.0595594216474489 -4.0303268225276581 -3.2228280271776466 1.0807942161115267 -0.13257616750554022 -16.320856304692068 0.15140482592373669 -3.4025351221120381 leaf_weight=10405 24900 3876 4885 44 2072 264 2451 83 2864 45 107 9092 1518 311 657 1157 296 89 87 57 25 2117 144 152 71 4797 1797 42 9945 123 leaf_count=10405 24900 3876 4885 44 2072 264 2451 83 2864 45 107 9092 1518 311 657 1157 296 89 87 57 25 2117 144 152 71 4797 1797 42 9945 123 internal_value=0.00179859 0.000928139 0.00169918 4.64867e-05 -0.00276822 0.000506844 0.000316039 -0.0126947 0.0026562 6.78086e-05 -0.00928467 0.00259816 0.00188634 9.68351e-05 0.000465476 -0.000109039 -0.001189 -0.00639813 -1.89373e-05 0.00323314 0.00261066 0.000372647 -0.00414621 -0.00721339 -0.000146621 0.000581603 0.00129451 -0.0170687 0.000123245 -0.0118261 internal_weight=84473 59573 31780 27793 2429 13661 25364 357 3185 22888 274 18119 9027 22843 4142 3485 2328 427 1901 2921 2476 18967 383 239 10476 16850 6594 131 10256 230 internal_count=84473 59573 31780 27793 2429 13661 25364 357 3185 22888 274 18119 9027 22843 4142 3485 2328 427 1901 2921 2476 18967 383 239 10476 16850 6594 131 10256 230 is_linear=0 shrinkage=0.04 Tree=129 num_leaves=31 num_cat=0 split_feature=28 23 0 29 30 21 8 1 0 2 33 28 18 17 13 0 19 30 30 9 27 0 24 30 30 10 0 26 15 20 split_gain=95.4789 21.2599 10.9014 15.5073 20.1981 9.44387 10.7822 11.6729 8.80228 6.48992 5.85483 5.31408 4.9816 7.11083 4.73366 4.4673 4.37123 4.34598 4.31562 4.14414 4.05649 3.81214 4.06398 3.69182 3.58505 5.41749 3.5331 3.35967 3.20913 3.17833 threshold=20020.628357366779 713.50449999999921 20.500000000000004 21313.297366588227 514.39566459086393 17637.935750000004 1.0000000180025095e-35 2.5000000000000004 21.500000000000004 4.5000000000000009 14987.992500000002 16164.757385388108 16054.347500000002 18201.940000000002 -0.84315017450793706 16.500000000000004 20926.106000000003 66.029477586038738 547.12667486166038 0.98296291314453421 -86.990000000001586 6.5000000000000009 -134.90499999999881 366.63986074815097 97.225629048804137 -0.78656609248549325 21.500000000000004 34.560249999998639 20503.481000000003 21928.585500000005 decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 23 9 12 14 18 10 21 -3 13 -7 -8 17 28 -11 27 29 -18 22 -1 -4 -14 -26 -25 -6 -9 -19 right_child=2 11 3 -5 8 6 7 16 -10 15 -12 -13 24 -15 -16 -17 20 19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31 leaf_value=-0.019790876511906717 19.896909248056367 0.51935670261197497 3.2680732636883585 6.2798648342438019 -2.0936467356690769 0.36309948018089794 -1.4139746262162616 -1.0381711063686669 -1.4485819647940528 0.26043766036359112 0.97533792844209088 9.6169030340170103 3.7759163519437138 -9.6039301929709353 0.62142823020633453 0.30057280494824884 -3.7205046473812748 -1.0277280072926052 -9.4020025689863882 1.6664745783817783 -0.58945103670043597 -1.0084665049298716 2.7791246632586346 -3.138588781711583 0.037423852449806942 2.5584486434518596 1.6333544126917765 -6.2423495064936549 -8.0493491131964809 1.1238508172757675 leaf_weight=6709 27757 1226 379 1932 35 2189 348 871 71 2852 5545 5588 3590 38 2591 3919 44 6915 68 832 34 1759 1667 205 2329 4373 75 22 38 472 leaf_count=6709 27757 1226 379 1932 35 2189 348 871 71 2852 5545 5588 3590 38 2591 3919 44 6915 68 832 34 1759 1667 205 2329 4373 75 22 38 472 internal_value=0.00178485 0.000772794 0.00357177 0.00118694 -0.00329825 0.000470763 0.00124415 -0.000584819 -0.0145714 5.6081e-05 0.000625 0.00286117 0.00181772 0.00010238 0.000679143 -0.000539026 -0.00434853 -0.000949869 -0.02096 -0.00141672 -0.0134359 5.32809e-05 0.000408787 5.46284e-05 0.00218888 0.00164249 -0.00342857 -0.0128421 -0.00356876 -0.00171815 internal_weight=84473 53929 30544 2787 855 47115 16445 3926 196 30670 15680 6814 12519 2227 2939 14990 987 11071 125 8219 78 10135 8376 659 10292 6702 280 57 909 7387 internal_count=84473 53929 30544 2787 855 47115 16445 3926 196 30670 15680 6814 12519 2227 2939 14990 987 11071 125 8219 78 10135 8376 659 10292 6702 280 57 909 7387 is_linear=0 shrinkage=0.04 Tree=130 num_leaves=31 num_cat=0 split_feature=28 23 28 30 9 17 0 28 30 0 30 30 9 11 28 13 3 21 16 9 2 23 0 0 30 28 27 1 32 18 split_gain=95.3263 21.5004 10.203 13.6098 18.0952 7.80619 7.68646 13.2333 14.2053 22.4419 6.73011 6.42781 5.98051 5.76795 5.41568 4.22166 4.04938 5.78118 5.81723 4.12943 3.78685 3.63464 3.53399 6.57797 9.701 5.10691 3.49806 3.11481 3.09066 3.00037 threshold=20181.261597434757 713.50449999999921 15963.070109537932 106.08796890453527 0.78656609248549325 17703.298250000003 20.500000000000004 20928.753975591248 514.39566459086393 21.500000000000004 454.25640810599197 547.12667486166038 -0.70710678118654735 -0.8783796973249266 16164.757385388108 -0.85227431625818906 350.50000000000006 16566.987000000005 18245.788250000001 -0.91597561503675329 1.5000000000000002 -1179.4325000000006 20.500000000000004 19.500000000000004 198.24590076939623 18839.086057082455 -170.69999999999979 1.0000000180025095e-35 1612.350166910056 18334.726500000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 20 5 10 -4 -2 8 15 11 13 -10 21 22 -3 27 19 18 -18 -15 -1 -12 23 25 -25 -5 28 -8 -26 -23 right_child=6 14 3 4 -6 -7 7 -9 9 -11 12 -13 -14 16 -16 -17 17 -19 -20 -21 -22 29 -24 24 26 -27 -28 -29 -30 -31 leaf_value=0.42890712009529675 21.758729364972307 0.49858243450746942 0.53112708945749232 -1.282088757234672 6.7314424290940371 3.5499488595196049 2.3558323576103306 19.209357467229797 -5.1423619732771941 1.4757875042550512 1.7460249639686132 -11.593540972452235 -0.46607235389192264 5.3600858777971148 9.4476194343997264 1.8134931684957725 -1.2332978852211443 -0.71311247473806205 -5.3584496693986639 0.41972264878161425 -0.28762985294358034 1.1194389926601125 0.26466513101345507 -0.071149566689239885 -3.3789738493611776 3.1156912522044524 -2.56157535714742 -4.7282495693628377 -5.4260563923843499 -7.0261452223774645 leaf_weight=4659 26356 1226 3504 1774 2616 5840 27 1477 68 139 36 86 1999 1219 5873 686 27 364 23 10540 13894 23 1100 134 52 407 49 45 28 202 leaf_count=4659 26356 1226 3504 1774 2616 5840 27 1477 68 139 36 86 1999 1219 5873 686 27 364 23 10540 13894 23 1100 134 52 407 49 45 28 202 internal_value=0.00177444 0.000805843 0.000504846 0.00096162 0.000387122 0.00222774 0.00363855 0.00153165 -0.00189914 -0.00937884 -6.51943e-05 -0.0198961 -0.00210619 0.000228288 0.00286181 0.000992085 0.000641748 -0.00324638 -0.016 0.000778638 -0.000232199 -0.00780077 -0.00119187 -0.00203928 -0.00801521 -0.00131866 -0.015845 -0.00822222 -0.021 -0.00968889 internal_weight=84473 55589 48490 29937 20593 9344 28884 2528 1051 293 17977 154 2260 15717 7099 758 12173 414 50 11759 18553 261 3544 2444 263 2181 129 72 80 225 internal_count=84473 55589 48490 29937 20593 9344 28884 2528 1051 293 17977 154 2260 15717 7099 758 12173 414 50 11759 18553 261 3544 2444 263 2181 129 72 80 225 is_linear=0 shrinkage=0.04 Tree=131 num_leaves=31 num_cat=0 split_feature=28 10 28 30 9 30 15 0 23 20 33 28 14 28 1 10 30 27 30 28 35 0 14 0 1 16 3 0 19 23 split_gain=96.6217 24.4379 20.8326 13.9389 10.9241 27.5093 17.9601 13.1724 10.5709 8.5836 8.17959 6.71927 6.09784 6.04836 5.46522 5.16329 9.65928 4.98681 4.89941 4.73584 4.60194 4.4999 4.42105 4.27624 8.66599 4.1677 4.79348 3.73638 6.37591 3.61607 threshold=20653.040901897457 0.37940952255126048 17887.884427338144 313.7494631404245 -0.60355339059327362 198.24590076939623 21036.569750000006 20.500000000000004 -359.81624999999889 19548.402500000004 16944.038750000003 14190.638755051737 -0.49812626372919411 17887.884427338144 1.0000000180025095e-35 -0.60355339059327384 184.28541776231103 536.75199999999961 405.8782314498589 15764.515760885401 18211.624394345243 9.5000000000000018 -0.30982845708428081 1.0000000180025095e-35 1.0000000180025095e-35 21036.653750000005 96.500000000000014 2.5000000000000004 17105.560000000001 -1179.4325000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 12 7 8 -7 18 14 -5 -3 -14 27 16 -4 20 19 -9 -16 -13 -10 24 -12 -18 -27 28 -6 -20 right_child=-2 4 15 11 10 6 -8 9 22 -11 23 21 13 -15 17 -17 25 -19 29 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.089036202794686603 30.392915413523522 4.2259577317840202 4.410315366532414 -1.9831345625143573 -0.59204930245852294 -5.0317470868547014 -8.0453555422700536 -6.4090673722902842 0.025288765696651935 0.64484425711148818 -2.0761734785458068 8.6443483013202709 -3.2890861888927421 0.56813984762901715 0.00071221928764312811 7.4940587841615951 0.13908899587361209 -0.98377024755060349 0.45112531526331057 -1.3628046848174686 0.700317393475128 -2.009206970444974 -3.5432697047544734 3.7712023041118754 1.811956205944643 -22.600396236573129 1.6854617499691369 -0.01007162056177531 -1.8728060391489365 -5.5942893169973482 leaf_weight=11283 24236 1268 6383 264 2214 83 109 20 95 615 86 3051 171 340 7980 8646 2312 1123 41 562 7537 273 214 1672 253 46 46 3089 183 278 leaf_count=11283 24236 1268 6383 264 2214 83 109 20 95 615 86 3051 171 340 7980 8646 2312 1123 41 562 7537 273 214 1672 253 46 46 3089 183 278 internal_value=0.00175502 0.000896924 0.00164611 0.000546298 3.05017e-05 -0.00196417 -0.00516212 -0.00425996 -0.0107959 -0.00256992 0.000344202 0.00271795 0.00166161 -0.0020274 0.000122209 0.00258429 0.00190145 0.000483173 -0.0050566 -0.00287285 0.000669459 0.00320578 -0.00739159 0.00278667 -0.00130973 -0.000259567 -0.0086087 -0.000972658 -0.0021577 -0.00904075 internal_weight=84473 60237 32304 14871 27933 3796 2017 1908 392 1516 24137 3588 1779 511 22126 17433 8787 16640 901 582 15517 3324 309 2011 339 2404 92 5486 2397 319 internal_count=84473 60237 32304 14871 27933 3796 2017 1908 392 1516 24137 3588 1779 511 22126 17433 8787 16640 901 582 15517 3324 309 2011 339 2404 92 5486 2397 319 is_linear=0 shrinkage=0.04 Tree=132 num_leaves=31 num_cat=0 split_feature=28 21 8 1 15 10 18 14 24 2 24 15 30 0 28 23 3 9 32 1 0 1 20 22 27 27 29 32 15 3 split_gain=94.7874 22.759 23.5465 16.0961 10.0099 7.0887 6.98123 6.93599 11.1359 6.61475 7.95732 6.15704 5.90584 5.48853 5.19973 4.98397 4.88617 5.66395 5.61885 4.63372 4.60376 5.65588 4.31692 4.68208 3.93403 3.86814 5.3709 3.83542 4.86847 4.60991 threshold=20583.236404707579 17637.935750000004 1.0000000180025095e-35 1.5000000000000002 21036.569750000006 -0.60355339059327384 22722.002500000006 -0.49812626372919411 -1236.4760000000003 4.5000000000000009 -297.446249999999 20605.842500000002 184.28541776231103 20.500000000000004 18839.086057082455 -1530.4759999999985 138.50000000000003 -0.70710678118654735 1041.7907207751375 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 20968.342500000002 19483.623000000003 -278.28549999999808 455.14500000000049 16175.647008586044 2306.8555627872552 20341.18175 84.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 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 5 15 7 12 -6 13 -9 10 16 -10 14 -5 -3 19 18 -18 -1 -4 21 -7 23 25 -15 -11 -27 28 -14 -30 right_child=-2 2 3 4 6 20 -8 8 11 22 -12 -13 27 24 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-4.6042418935046019 26.818509438070613 0.28464194707536578 -3.1799269436820454 4.2822139584327585 -9.5985759335870906 -1.3345791940028713 1.5485993962495301 0.0089517284683171532 -2.0450448634660527 -0.19382422665501686 3.0508727149164994 -6.8475835141286217 -0.76056719729493094 -0.33909126346448154 5.9211185970040825 1.3948351144567734 -5.1263708065113649 -0.17908979407561115 0.93399018715913229 0.068144687439266327 4.6769185051951538 1.2156498208086297 0.8072695038314609 -5.085190957129802 -5.5509240490746627 -0.73317519893302485 -3.5002398622898294 5.4397484597508461 -20.594085951161748 -6.0085407322597773 leaf_weight=82 24900 2355 52 541 52 141 21 649 813 12389 4492 126 1592 432 4465 2570 26 7252 4662 87 11441 284 2484 20 101 1180 359 731 34 140 leaf_count=82 24900 2355 52 541 52 141 21 649 813 12389 4492 126 1592 432 4465 2570 26 7252 4662 87 11441 284 2484 20 101 1180 359 731 34 140 internal_value=0.00175076 0.000884495 0.00175416 -0.000592211 -0.00275686 0.00235717 -0.0173699 -0.00235612 -0.00403526 0.000181631 0.000747003 -0.00682002 0.00153139 0.00012663 0.00214076 0.00159321 0.000210281 -0.00044078 0.00120911 -0.00578417 0.00300556 -0.00108235 -0.000386563 -0.000660166 -0.00275422 -0.000632395 -0.00252372 -0.000132959 -0.00114156 -0.00749425 internal_weight=84473 59573 26627 5444 2735 21183 73 2662 1588 32946 16514 939 9317 1074 6820 2709 12022 7278 4744 139 11866 425 16432 13948 533 13928 1539 2497 1766 174 internal_count=84473 59573 26627 5444 2735 21183 73 2662 1588 32946 16514 939 9317 1074 6820 2709 12022 7278 4744 139 11866 425 16432 13948 533 13928 1539 2497 1766 174 is_linear=0 shrinkage=0.04 Tree=133 num_leaves=31 num_cat=0 split_feature=28 23 28 9 15 31 21 30 30 1 15 16 30 35 0 19 20 9 30 33 19 30 1 1 30 30 0 14 23 9 split_gain=95.2774 24.4452 26.1534 15.797 31.3255 12.8719 8.60071 6.73556 6.00283 5.85882 5.70265 5.68746 5.48172 5.47432 5.16201 7.45747 5.04186 4.43995 8.62342 4.82289 4.26309 4.19166 4.09683 3.99778 3.98095 3.60192 8.71635 10.0202 5.35025 3.55112 threshold=20754.551398425923 -220.3200000000015 16449.242336158106 -0.70710678118654735 21072.117000000002 18392.264140625004 19067.542500000007 611.6675602009542 492.80080014037742 1.0000000180025095e-35 16335.325500000001 16293.073750000001 382.83309963825548 20799.395539434528 1.0000000180025095e-35 17493.774500000003 20893.828000000005 0.37940952255126054 133.41782131142426 15431.020000000002 19331.898250000002 57.544707826266333 1.5000000000000002 2.5000000000000004 514.39566459086393 178.70661062287789 20.500000000000004 -0.022575793296316496 -444.80800000000085 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=1 3 10 4 7 6 11 22 -6 14 12 -4 -3 29 15 -5 21 24 -19 -20 -12 -13 -1 -23 -16 -24 27 -27 -29 -11 right_child=-2 2 5 9 8 -7 -8 -9 -10 13 20 16 -14 -15 17 -17 -18 18 19 -21 -22 23 25 -25 -26 26 -28 28 -30 -31 leaf_value=0.20518872897515839 31.855847210089269 -0.031893308245895972 4.9169938724774953 -0.56307216949202155 -4.4446155700089136 7.2943515206442919 4.1702287318122497 -7.6741449619899855 -13.030003586861417 0.33780129908517181 -1.8747130749273833 1.0381394170807281 7.7843809170726752 1.8963951099423468 0.59999555929755544 -2.1837066207752662 0.9903159614350644 -0.08067267361587066 -2.3464559495554873 -4.5784332435649633 -6.1271408377982688 -0.57103677925596275 0.45983699156931401 -3.0696986459057047 -1.1781669722111605 3.3064207728751187 -1.6218736320910336 -5.9286110416269144 -3.5266620156524215 -0.7840067820306672 leaf_weight=830 23240 11311 1176 724 48 10573 7040 39 83 13756 202 608 1017 1400 2837 153 2015 1421 390 101 43 1833 253 666 304 69 738 53 111 1439 leaf_count=830 23240 11311 1176 724 48 10573 7040 39 83 13756 202 608 1017 1400 2837 153 2015 1421 390 101 43 1833 253 666 304 69 738 53 111 1439 internal_value=0.00172993 0.000902324 0.00156057 -6.8043e-05 -0.00328417 0.00233717 0.00151087 -0.00209651 -0.0222595 0.000249501 8.36715e-05 0.000436964 0.000203764 0.000635131 -0.000829679 -0.00366249 -0.000139008 -0.000338017 -0.00185774 -0.0064277 -0.00595918 -0.00114966 -0.00178384 -0.00187435 0.000587074 -0.0032549 -0.00436251 -0.0111073 -0.0164878 0.00041461 internal_weight=84473 61233 36484 24749 2224 23911 13338 2093 131 22525 12573 6298 12328 16595 5930 877 5122 5053 1912 491 245 3107 2054 2499 3141 1224 971 233 164 15195 internal_count=84473 61233 36484 24749 2224 23911 13338 2093 131 22525 12573 6298 12328 16595 5930 877 5122 5053 1912 491 245 3107 2054 2499 3141 1224 971 233 164 15195 is_linear=0 shrinkage=0.04 Tree=134 num_leaves=31 num_cat=0 split_feature=28 10 31 15 9 28 30 30 34 30 9 23 22 13 3 14 22 14 23 9 20 27 23 36 14 29 3 23 19 3 split_gain=95.4139 24.1203 21.4582 14.2391 22.0537 13.4354 11.7736 10.1952 8.70873 5.4279 17.6405 7.38836 6.67666 4.48967 4.45687 3.98134 3.95674 3.90382 4.74614 3.81458 7.34308 5.2858 3.65886 3.64597 4.54708 3.82375 3.49983 3.47488 5.25599 3.46774 threshold=20788.317298939455 0.37940952255126048 18349.060088541672 20998.782500000005 -0.60355339059327362 19098.659764133641 523.30664346596188 534.66535094519145 24606.979000000003 222.551602957055 -0.78656609248549303 -281.58125000000103 15763.446000000002 -0.95244167294248061 6.5000000000000009 0.76556758748011056 20225.597500000003 -0.91595872546125101 29.072499999998403 -0.60355339059327362 19548.402500000004 -47.723999999999243 1389.4735000000003 2698.8100949829754 -0.5129677127369543 13801.82695665157 159.50000000000003 444.710000000001 19577.896250000002 106.50000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 8 6 7 -5 22 9 12 11 16 14 -13 -3 -14 -11 18 26 20 21 -12 23 24 -1 -26 -16 28 29 -4 right_child=-2 3 27 4 -6 -7 -8 -9 -10 10 19 13 15 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.018937499211535466 31.890262371268495 -2.6806558360441115 -1.5447153967693106 -4.7134406567676361 1.7466518790602219 5.2071388396409191 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-0.000424128 -0.0023839 -0.00482353 -5.41867e-05 -0.000161016 -0.000620719 -0.00180938 -0.00156119 0.00294105 0.00236632 0.000570831 internal_weight=84473 61565 33361 28204 472 20858 255 15458 27732 25944 11449 292 14495 192 8575 5920 100 8487 1439 11157 1391 816 14247 13862 9228 3305 1381 12503 7174 1913 internal_count=84473 61565 33361 28204 472 20858 255 15458 27732 25944 11449 292 14495 192 8575 5920 100 8487 1439 11157 1391 816 14247 13862 9228 3305 1381 12503 7174 1913 is_linear=0 shrinkage=0.04 Tree=135 num_leaves=31 num_cat=0 split_feature=28 22 15 9 30 0 35 9 14 0 1 28 14 25 9 28 23 14 24 27 13 24 13 36 16 23 9 21 10 30 split_gain=93.8215 23.4595 18.8499 13.3359 9.85139 9.19573 8.98485 8.34691 7.64662 8.41149 11.133 7.45216 6.80829 7.37101 6.44054 6.29388 5.61838 4.6367 4.59491 4.3956 4.40634 4.30233 4.19027 5.96206 4.4523 5.25449 3.68154 4.50368 3.61753 5.22151 threshold=20788.317298939455 18614.954500000003 20998.782500000005 -0.70710678118654735 523.30664346596188 19.500000000000004 18629.371585565481 0.98296291314453421 -0.49812626372919411 20.500000000000004 1.5000000000000002 17086.391449324881 0.76556758748011056 -956.3800000000009 1.0000000180025095e-35 16607.329777877803 -424.55624999999958 0.59003219687534991 -2797.5242499999999 -327.38700000000057 0.87397152483179585 -824.34699999999964 0.84313847884979054 2491.270707090147 21236.826250000002 -1046.3074999999988 0.91597561503675362 14845.184000000001 -0.78656609248549325 107.3178035983771 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 5 4 -4 15 7 22 -7 10 -10 12 -8 -14 -13 -3 -12 -11 -17 20 -20 -15 24 -24 26 -26 -1 -28 29 -21 right_child=-2 2 3 -5 -6 8 11 -9 9 17 16 14 13 21 -16 18 -18 -19 19 28 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.079602899115337258 30.614651876417799 0.012535183293206093 -4.3785155274813983 0.83538839386005481 -11.880312007235114 2.0478313537345771 0.52895261661204007 5.4115448679939258 -0.16260619279468691 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-0.00142546 -5.23326e-05 -0.00590291 7.78109e-06 0.00155963 0.00307441 0.00203661 internal_weight=84473 61565 22404 434 213 21970 39161 25966 3216 1964 506 13195 6820 2252 6375 18754 237 1458 17193 17142 4523 1344 24568 4313 20255 206 20049 2180 12619 3769 internal_count=84473 61565 22404 434 213 21970 39161 25966 3216 1964 506 13195 6820 2252 6375 18754 237 1458 17193 17142 4523 1344 24568 4313 20255 206 20049 2180 12619 3769 is_linear=0 shrinkage=0.04 Tree=136 num_leaves=31 num_cat=0 split_feature=28 0 30 23 1 18 33 15 28 23 34 1 18 1 0 24 15 9 27 1 27 30 30 28 11 3 0 30 16 11 split_gain=92.699 19.1459 18.0349 15.0448 12.8307 9.54829 8.68671 8.25967 7.39488 7.1865 6.46532 6.51963 6.18803 6.16132 7.11077 5.76071 5.44598 5.11797 4.64011 4.5258 4.42458 3.98287 3.79096 3.75943 3.82966 4.22064 3.7396 14.4899 5.92971 3.7159 threshold=19353.22745451182 20.500000000000004 534.66535094519145 1082.2274999999984 2.5000000000000004 23316.903000000002 15583.813750000001 20539.278000000002 20788.317298939455 -493.14125000000053 23025.417500000003 1.5000000000000002 21686.936750000004 1.0000000180025095e-35 1.0000000180025095e-35 3018.4825000000014 20962.691000000003 0.98296291314453421 -883.47274999999524 2.5000000000000004 737.8585000000013 323.68458316081779 20.252962742566357 17086.391449324881 -0.8783796973249266 32.500000000000007 19.500000000000004 206.70434867867857 20238.267500000005 -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=3 8 10 6 12 7 15 -6 16 13 11 -3 -4 14 21 17 26 20 -9 -18 22 -8 -1 24 25 -11 -2 -28 -29 -24 right_child=1 2 4 -5 5 -7 9 18 -10 23 -12 -13 -14 -15 -16 -17 19 -19 -20 -21 -22 -23 29 -25 -26 -27 27 28 -30 -31 leaf_value=0.81287262463721466 6.8576059119168669 1.5915156040449299 -2.4502420218296801 9.6444485477171966 -1.7868064515114503 5.3828987370443455 -0.20701446815371705 -7.1259936735339435 32.982799568854247 -2.5692179271084381 3.4552064590218903 -2.2529057701926867 0.86561765988669381 0.65626537331277124 -0.11835624502443377 -6.1744244127018861 -2.3720553047320778 2.7560685519111154 -13.919020766426746 -10.688278548007458 -2.2828649197562871 -2.2376551044372608 -0.40095546051232667 6.7649876409737209 1.6853579723618659 -0.04091636334791289 3.018835188879287 -0.6179034338991477 -4.1594322119996114 0.11334845285645757 leaf_weight=1583 11049 879 214 2617 38 42 76 48 21253 78 1839 533 335 2682 673 33 97 1699 67 21 1151 173 6287 2640 1300 401 609 76 87 25893 leaf_count=1583 11049 879 214 2617 38 42 76 48 21253 78 1839 533 335 2682 673 33 97 1699 67 21 1151 173 6287 2640 1300 401 609 76 87 25893 internal_value=0.00170767 0.00320187 0.000585732 0.000532589 -0.00503226 -0.0138462 0.000359892 -0.0184837 0.00351675 0.00155204 0.00187142 -0.000164306 -0.00190164 0.000226415 -0.00259436 9.88922e-05 0.00272016 0.000113949 -0.0238261 -0.00583051 9.6238e-06 -0.00836948 9.27644e-05 0.00263318 0.00121192 -0.00184551 0.00280552 0.00011399 -0.0104785 -1.24286e-06 internal_weight=84473 37187 3995 47286 744 195 44669 153 33192 8023 3251 1412 549 3604 922 36646 11939 36613 115 118 34914 249 33763 4419 1779 479 11821 772 163 32180 internal_count=84473 37187 3995 47286 744 195 44669 153 33192 8023 3251 1412 549 3604 922 36646 11939 36613 115 118 34914 249 33763 4419 1779 479 11821 772 163 32180 is_linear=0 shrinkage=0.04 Tree=137 num_leaves=31 num_cat=0 split_feature=28 23 28 9 30 0 17 30 1 28 27 15 29 30 1 10 0 8 20 28 30 28 14 2 3 36 24 27 14 36 split_gain=92.4777 19.1744 10.5925 12.0524 15.5858 9.81979 13.0208 19.484 12.9135 7.65771 6.76738 6.70835 6.50246 6.05277 5.17141 6.70714 17.3857 7.78878 6.16752 5.35153 4.6395 4.44464 4.06358 4.02775 3.30266 3.84925 3.14366 4.39364 2.85028 2.96491 threshold=20181.261597434757 1082.2274999999984 15963.070109537932 0.78656609248549325 105.04886393687062 20.500000000000004 23048.265500000001 499.11774944669639 1.5000000000000002 21167.290742365996 -1205.3564999999978 20998.782500000005 17916.901964142515 454.25640810599197 2.5000000000000004 -0.9159756150367534 12.500000000000002 1.0000000180025095e-35 21243.338500000002 18839.086057082455 117.85704765114799 19421.760309143268 0.53312596302726967 1.5000000000000002 124.50000000000001 2496.2761025071436 26.449249999999669 193.75300000000064 -0.14250536273956091 3043.3648067922049 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 23 4 12 -2 7 -7 -9 11 21 -10 -4 14 19 16 -16 -17 -19 -6 26 -5 -18 -1 25 -25 -12 -28 -20 -30 right_child=5 -3 3 10 13 6 -8 8 9 -11 20 -13 -14 -15 15 17 22 18 28 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=0.4234658684561371 18.048815859635859 11.208916297437844 0.43955535768218823 -6.1529291319869994 0.025366961667791506 0.9019704855679439 5.3283245669247741 -0.37194255755305461 -0.73162355693892822 7.704646006878094 0.91297429009844333 -12.575991428814779 3.998444858584195 -0.77062274856663471 0.88127275362838964 0.6249001945057413 -11.975395336585514 -1.0158647409218786 5.8026996082449571 2.1613111483956153 7.3101882061832928 4.110823023857491 3.1977497332895659 -2.9844141499837544 -0.074075098578408743 -0.36180147868860518 0.35292622726117345 -3.5571025298992538 -3.2509399655451943 -0.67856816222468341 leaf_weight=4818 26356 3661 3864 30 8153 739 1468 141 26 23 385 131 5248 2278 260 2523 163 1105 22 4376 3751 27 20 1004 10719 2937 77 54 76 38 leaf_count=4818 26356 3661 3864 30 8153 739 1468 141 26 23 385 131 5248 2278 260 2523 163 1105 22 4376 3751 27 20 1004 10719 2937 77 54 76 38 internal_value=0.00169725 0.000743241 0.000545987 0.000988598 0.00068634 0.00353331 0.0011519 -0.00222641 -0.0104548 -0.0175556 0.00295467 -0.0207134 0.00204653 3.4501e-05 0.000297801 -0.000915617 -0.00557111 -0.000367694 -0.00296213 0.000705244 0.00313757 -0.0107368 -0.0150164 -0.000191395 -0.000521146 -0.00151129 -0.000418604 -0.00577099 -0.011 -0.0135439 internal_weight=84473 55589 51928 32450 28126 28884 2528 1060 321 180 4324 157 9112 19014 16736 4207 443 3764 1241 12529 4267 57 183 19478 14660 3941 516 131 136 114 internal_count=84473 55589 51928 32450 28126 28884 2528 1060 321 180 4324 157 9112 19014 16736 4207 443 3764 1241 12529 4267 57 183 19478 14660 3941 516 131 136 114 is_linear=0 shrinkage=0.04 Tree=138 num_leaves=31 num_cat=0 split_feature=28 10 31 15 9 30 28 30 34 30 0 11 10 30 28 3 9 28 16 30 13 28 30 27 3 23 28 33 1 24 split_gain=93.1071 22.3691 21.638 14.5873 21.0452 14.8478 12.1928 10.5817 8.17157 4.84903 6.44402 4.3653 5.02484 12.1525 4.22078 5.47715 6.13446 4.33701 5.28226 4.14534 3.89175 3.72004 5.25658 3.99854 3.71519 3.7007 3.68379 3.50623 3.2831 3.17268 threshold=20856.488996138669 0.37940952255126048 18414.354661458336 21072.117000000002 -0.60355339059327362 499.11774944669639 18839.086057082455 534.66535094519145 24551.269000000004 430.806655812781 21.500000000000004 -0.8783796973249266 0.60355339059327384 198.24590076939623 15963.070109537932 237.50000000000003 -0.78656609248549303 17760.037526397693 19920.091500000006 313.7494631404245 -0.91597725483594616 16404.784767783753 129.44474286716482 255.59699999999887 257.50000000000006 -493.14125000000053 20476.597578587021 12607.363500000001 2.5000000000000004 652.65200000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 8 5 20 7 -1 9 11 -11 12 13 -3 29 19 17 27 -19 -16 -5 22 23 -4 -25 -15 -20 -17 -8 -13 right_child=-2 3 21 4 -6 -7 28 -9 -10 10 -12 14 -14 25 15 16 -18 18 26 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.10807664986654501 30.244387154328432 -0.59390974958171239 -0.34517183055914985 -5.5533920200630496 1.5875601904529131 -12.01088844916479 4.9237330846046641 24.186259728264236 2.2342254243321724 -3.0613163142832556 -0.21955686221465162 -0.024139228166697106 -0.08312057731346903 -5.5175875614315322 1.6224423593058692 -3.2313295368746413 0.044486663985330466 0.78463782434303175 -4.6693376598461791 0.027086124258131818 -1.7208988934834495 6.7796916070507285 2.524866662454099 -4.4334175808794472 0.35595262049577103 -3.2927693081821214 -1.5322685347197478 -4.6567428541164242 1.0557556799575831 -4.070658325777595 leaf_weight=13391 22244 735 312 27 206 112 5168 1196 1955 528 2401 10144 3149 22 4586 31 2008 104 39 1886 112 10924 995 63 35 143 35 48 1809 65 leaf_count=13391 22244 735 312 27 206 112 5168 1196 1955 528 2401 10144 3149 22 4586 31 2008 104 39 1886 112 10924 995 63 35 143 35 48 1809 65 internal_value=0.00168352 0.000889553 0.00158298 6.01357e-05 -0.00702845 -0.0148048 0.000818772 0.000160965 0.000176334 -1.17264e-05 -0.00154455 0.000183518 -0.00100864 -0.00364444 0.000438298 0.00108367 -0.000609271 -0.00642802 -0.00296629 0.00167614 -0.00607194 0.00291962 0.000982207 -0.00282927 -0.00987755 -0.0134545 -0.0111351 -0.0142278 0.00219407 -0.000114017 internal_weight=84473 62229 33893 28336 457 251 21564 14587 27879 25924 2929 22995 4049 900 18946 8737 2265 257 178 6472 139 12329 1405 410 98 165 74 79 6977 10209 internal_count=84473 62229 33893 28336 457 251 21564 14587 27879 25924 2929 22995 4049 900 18946 8737 2265 257 178 6472 139 12329 1405 410 98 165 74 79 6977 10209 is_linear=0 shrinkage=0.04 Tree=139 num_leaves=31 num_cat=0 split_feature=28 23 22 35 16 15 0 28 9 28 32 33 30 16 24 30 11 33 23 14 32 0 30 30 25 25 15 9 23 36 split_gain=92.3315 21.0338 12.7648 9.35052 7.889 7.17409 7.69435 6.65301 6.64883 4.8338 4.72289 3.95554 3.88167 4.45888 4.43278 3.86403 4.24781 5.26472 5.2688 3.87137 3.95788 3.83526 5.38171 3.73176 3.70426 3.61975 4.57211 3.57621 3.9424 3.45298 threshold=20686.587893205284 1082.2274999999984 19626.471500000003 20072.65813616072 20926.106000000003 20998.782500000005 21.500000000000004 18757.008287931047 0.98296291314453421 17086.391449324881 2114.4795433221857 14216.515000000001 200.35630430952162 19950.980750000006 738.00100000000032 47.0182400597973 -0.8783796973249266 12873.682000000003 -18.947499999998396 -0.54219087765047058 1626.5683135874394 1.0000000180025095e-35 351.79914036483859 523.30664346596188 -956.3800000000009 190.47000000000301 20471.151500000004 0.60355339059327384 -38.018749999997446 2588.8379319329092 decision_type=2 2 2 2 2 2 2 2 2 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 7 8 23 11 15 24 25 -4 -9 -14 -15 27 -17 19 -19 20 -18 22 -11 -7 -5 26 -6 -1 -29 -21 right_child=-2 -3 4 9 10 6 -8 12 -10 21 -12 -13 13 14 -16 16 17 18 -20 29 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=1.3173805817321165 23.657217912830951 11.640508144892683 -0.36942340475068819 1.132197621553551 0.24474500016656664 -3.5482194229775006 1.126742820430459 4.8878781287818276 3.8709496079175851 0.46677660976226265 -0.13324310730902186 4.4254666604876984 8.1168429439838263 -0.15535472833772324 -6.6363877809177527 -0.54927576384075716 0.96137576630460508 -0.011729220736034994 1.5946115884869809 -3.2728306012231276 -0.78443249037651019 2.9133186419756463 -1.823568385941206 -9.5550347569824758 -0.46307620544671196 -0.22984763292796412 -9.0208849119729919 0.29845952099249279 -1.3593824661756864 -0.83335293031760249 leaf_weight=2290 23904 4269 2038 1165 34 45 67 6703 1619 424 678 728 1115 546 102 6637 1720 12776 5623 750 2232 3883 112 31 1201 77 82 1537 432 1653 leaf_count=2290 23904 4269 2038 1165 34 45 67 6703 1619 424 678 728 1115 546 102 6637 1720 12776 5623 750 2232 3883 112 31 1201 77 82 1537 432 1653 internal_value=0.00167405 0.00084327 0.000638011 0.000322827 0.00178898 7.50563e-05 -0.00886713 0.00207336 0.000109367 0.00168902 -0.0018783 0.00037021 0.00262981 0.000959728 -0.00167901 -4.48793e-06 -0.000157879 8.30574e-05 0.000425893 -0.00090952 -0.000139676 0.00247024 -0.000701492 -0.0175789 0.000229924 -0.00739896 -0.0118621 0.00112609 -0.000123921 -0.00217561 internal_weight=84473 60569 56300 44197 12103 37412 143 11232 37269 6785 871 2766 8466 1763 648 35650 31391 24754 18399 6355 3952 4419 536 76 2366 193 116 4259 1969 2403 internal_count=84473 60569 56300 44197 12103 37412 143 11232 37269 6785 871 2766 8466 1763 648 35650 31391 24754 18399 6355 3952 4419 536 76 2366 193 116 4259 1969 2403 is_linear=0 shrinkage=0.04 Tree=140 num_leaves=31 num_cat=0 split_feature=28 15 22 9 30 23 33 35 9 28 9 14 25 30 9 14 6 1 1 36 24 14 34 18 36 13 16 19 33 23 split_gain=92.2664 25.5299 25.8995 23.2708 14.2087 9.6485 8.28837 7.93866 7.26151 6.08269 6.50198 6.2276 6.43473 5.67239 10.2001 11.89 5.63868 4.49173 4.16403 3.6157 3.58853 3.58498 4.20192 3.5606 3.45632 4.76216 3.87644 3.34682 4.32517 3.34362 threshold=20928.753975591248 21072.117000000002 18614.954500000003 -0.70710678118654735 499.11774944669639 -240.89600000000061 14517.408750000002 18381.989391741077 0.98296291314453421 17086.391449324881 1.0000000180025095e-35 0.76556758748011056 -956.3800000000009 180.4649658648278 -0.78656609248549303 0.029024409397335523 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2456.4644401275586 -824.34699999999964 -0.59867820553660911 22483.472500000003 20170.152750000005 3071.0892856669038 0.84313847884979054 13126.772500000001 12108.698000000002 11162.075500000001 1082.2274999999984 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 17 13 16 8 24 11 -11 19 -13 -4 15 -15 18 -3 -7 -9 -14 -19 -23 -5 25 -1 27 28 -27 -20 right_child=-2 3 5 23 -6 6 -8 9 -10 10 -12 12 20 14 -16 -17 -18 21 29 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.071037443906001543 30.932574634860153 3.9157764434842548 2.1598155910788401 -9.0286756327956184 -12.449010313579622 3.137981537249841 6.635212466639075 -2.6903107540479057 4.8931000214731135 0.38444349223866392 3.9488774240500426 0.56612063842473725 -1.5078019657469144 4.7265555326156008 0.0016111659782464972 -4.369812804860902 -0.96305561183367161 2.130765695280413 -0.34898541010995543 0.51386277744358388 -0.23492779182233761 -6.0584045089889837 -0.71129180359844324 1.5332655732304548 1.2159467183927388 -14.405036558102356 -0.87122268303080175 -3.9283591323354052 -2.9209169254709115 11.147226683915454 leaf_weight=19105 21580 47 1814 53 133 6655 8932 149 1315 3693 3093 922 840 103 2538 138 708 26 1837 5628 523 81 42 269 736 26 2829 272 23 363 leaf_count=19105 21580 47 1814 53 133 6655 8932 149 1315 3693 3093 922 840 103 2538 138 708 26 1837 5628 523 81 42 269 736 26 2829 272 23 363 internal_value=0.00165606 0.000881688 0.000964108 -0.00699846 -0.0144802 0.00202668 0.00243417 0.000337539 -0.000107628 0.00106627 0.00194872 0.000323493 -0.0014442 0.000385805 -0.00074991 -0.00861411 0.00161581 -0.00763265 0.00189046 0.00102268 -0.00319002 -0.0110336 -0.0138862 0.000645963 -0.000272976 -0.000362166 -0.00180317 -0.00596885 -0.0155918 0.000381818 internal_weight=84473 62893 62242 651 329 23088 18495 39154 24306 14848 6786 8062 2285 4593 2779 241 9563 196 8855 5777 1363 149 123 322 22991 22255 3150 321 49 2200 internal_count=84473 62893 62242 651 329 23088 18495 39154 24306 14848 6786 8062 2285 4593 2779 241 9563 196 8855 5777 1363 149 123 322 22991 22255 3150 321 49 2200 is_linear=0 shrinkage=0.04 Tree=141 num_leaves=31 num_cat=0 split_feature=28 23 33 15 10 30 17 28 30 9 28 28 30 12 33 31 3 9 30 30 18 10 0 15 23 27 18 14 36 0 split_gain=91.6942 22.2079 20.4951 17.768 23.9207 11.7084 9.30542 8.64416 7.47837 6.05125 6.04077 5.47105 4.64372 4.27529 4.18768 4.09669 3.72523 5.40594 4.47327 3.65579 4.0236 4.93238 4.03517 3.88619 4.11031 3.53911 3.18321 3.17451 3.74051 3.15824 threshold=20928.753975591248 -18.947499999998396 14422.689 21072.117000000002 0.78656609248549303 94.950705173536093 18013.794500000004 14522.782134978535 547.12667486166038 0.91597561503675362 19098.659764133641 16282.300515176774 144.67794003813268 1.0000000180025095e-35 14157.228500000003 21933.582226562507 336.50000000000006 -0.78656609248549303 130.76805520427573 561.02947301335178 17786.307500000003 -0.60355339059327384 9.5000000000000018 20341.18175 -850.15350000000024 448.13124999999678 17026.831500000004 -0.59867820553660911 2741.8676990149684 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 3 7 5 8 6 -1 14 27 10 13 12 26 25 -3 16 19 18 -18 20 21 22 -7 -21 -25 -9 -4 -5 -29 -19 right_child=-2 2 11 4 -6 15 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 17 29 -20 23 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.22728097573286385 29.695271649465809 -0.76804190675094064 -0.47428195734113665 1.2178892449579282 1.473420531722436 -10.26059081898063 3.6939523023229293 -0.28870757437402772 -12.68328625587894 6.2236665163415221 3.7507639170827982 6.0554131036704302 3.0391716801148054 0.61615337136594828 -3.1257538456914777 2.2887967906321229 2.5953377616401379 -1.3606601328126704 -4.1950202927695779 -0.89431740508469748 0.10243297517214105 -0.29703847112896997 -2.300642320764227 -1.6851067951336693 -6.8820651411169962 -3.6248438415950548 -6.7249141699649604 -9.7117745146195382 -2.2685327238230846 0.31039753198031933 leaf_weight=6497 21580 2531 777 29 241 75 3444 2296 69 2036 3778 11724 958 4811 89 756 41 543 118 362 14774 4698 885 129 46 415 31 93 108 539 leaf_count=6497 21580 2531 777 29 241 75 3444 2296 69 2036 3778 11724 958 4811 89 756 41 543 118 362 14774 4698 885 129 46 415 31 93 108 539 internal_value=0.00163711 0.000865152 0.00166624 0.000159895 -0.00703704 0.000277996 0.00142481 0.000695914 -0.0145953 0.00110858 0.000746903 0.00281394 0.000738392 9.14652e-05 -0.00140458 -0.00021841 -0.000316974 -0.00244641 -0.00933333 -0.000190948 -0.000105325 -0.00101237 -0.003625 -0.00344879 -0.00834286 -0.0011789 -0.00149505 -0.0111304 -0.0129154 -0.00143438 internal_weight=84473 62893 29446 33447 540 32907 9941 15956 299 13336 11300 13490 1766 7522 2620 22966 22210 1241 159 20969 20432 5658 960 537 175 2711 808 230 201 1082 internal_count=84473 62893 29446 33447 540 32907 9941 15956 299 13336 11300 13490 1766 7522 2620 22966 22210 1241 159 20969 20432 5658 960 537 175 2711 808 230 201 1082 is_linear=0 shrinkage=0.04 Tree=142 num_leaves=31 num_cat=0 split_feature=28 10 31 15 9 28 30 30 31 23 30 0 15 9 23 20 22 11 15 23 21 1 23 0 13 27 6 13 27 23 split_gain=90.5773 21.9593 22.5261 12.7832 18.4168 11.3179 10.9243 8.44488 6.69296 5.82442 4.95633 9.31772 5.12519 5.98242 5.54657 4.98616 4.54999 5.5691 4.52706 4.41102 4.12806 4.14848 3.77211 4.29938 3.93926 4.03337 3.53696 3.32188 3.30657 3.12257 threshold=20966.029919703706 0.37940952255126048 18414.354661458336 21072.117000000002 -0.60355339059327362 19098.659764133641 534.66535094519145 479.12341686379733 21933.582226562507 -1028.0459999999991 295.02951886111089 21.500000000000004 18110.561250000002 -0.78656609248549303 -267.60899999999941 19928.221250000002 15449.843000000003 -0.8783796973249266 21364.408750000002 -58.093750000001812 18693.492500000004 1.0000000180025095e-35 537.41224999999952 13.500000000000002 0.88220160189607266 -634.22799999999722 1.0000000180025095e-35 -0.90893996196865023 -883.47274999999524 1553.2549999999994 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 8 7 6 28 27 10 -9 16 12 -12 14 -14 19 -3 20 -11 -15 -18 -22 23 24 -4 -26 -19 -5 -1 -30 right_child=-2 3 22 4 -6 -7 -8 9 -10 18 11 -13 13 15 -16 -17 17 26 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-2.3529997434384162 30.045263887209003 -0.11898398701697077 2.5709650650510429 -11.883726984208382 1.5777105747300073 4.0482560151011926 22.698882489859713 -1.1403503060105975 2.4869086456126825 -9.2264163596117754 -0.47307630065671163 0.081995407950307533 -5.2815235197391797 -2.1199629061885132 -3.0470911506381051 0.74242637242618092 -0.20127376868703348 1.0141590446167965 -12.739834464099392 -4.4993963587936028 2.4591553890872264 -2.3673004883374533 11.583028472790863 7.0252836556590932 -8.6927728381344345 0.53845446870568947 -2.031515373990584 -1.3182614679968137 -0.067507127969671454 10.186015852687417 leaf_weight=525 21248 8738 3804 32 261 6011 1250 45 1357 57 1917 5547 25 787 37 256 1357 7368 68 103 55 110 4803 3243 175 961 275 143 13591 324 leaf_count=525 21248 8738 3804 32 261 6011 1250 45 1357 57 1917 5547 25 787 37 256 1357 7368 68 103 55 110 4803 3243 175 961 275 143 13591 324 internal_value=0.00162575 0.00086643 0.0015426 4.45723e-05 -0.00570297 0.000754067 0.000188655 -0.0117681 0.000169268 -0.0181176 2.9351e-05 -0.000755535 -0.0025024 -0.00454305 -0.0166452 -0.00388831 0.00040954 0.00103219 -0.02256 -0.00530337 -0.0011774 -0.00715151 0.00286031 0.00233802 0.00159514 -0.000471831 0.0014722 -0.0056 -0.000121884 -4.31174e-06 internal_weight=84473 63225 34687 28538 606 21701 15690 345 27932 170 26575 8672 3125 1208 62 1146 17903 9165 125 890 1522 165 12986 8183 4940 1136 7643 175 14440 13915 internal_count=84473 63225 34687 28538 606 21701 15690 345 27932 170 26575 8672 3125 1208 62 1146 17903 9165 125 890 1522 165 12986 8183 4940 1136 7643 175 14440 13915 is_linear=0 shrinkage=0.04 Tree=143 num_leaves=31 num_cat=0 split_feature=28 23 0 28 30 0 28 9 30 13 1 14 30 17 17 1 8 10 0 19 2 22 30 34 27 30 11 0 30 15 split_gain=90.3551 18.8217 11.1821 19.2306 15.4936 20.6695 8.2481 11.3835 14.3998 7.96113 7.21151 6.51913 6.42546 8.90919 5.78562 5.58565 6.4708 7.49682 16.3739 6.10494 4.27986 4.86379 3.91852 4.9324 3.8694 3.84752 4.97645 4.73205 3.81762 4.01609 threshold=20279.942828669347 1082.2274999999984 19.500000000000004 21294.655823533805 523.30664346596188 21.500000000000004 15963.070109537932 0.78656609248549325 105.04886393687062 -0.83377653105606597 1.5000000000000002 0.44312301391210612 136.19023188787352 15653.808250000002 18567.590250000005 2.5000000000000004 1.0000000180025095e-35 -0.9159756150367534 12.500000000000002 21320.539500000003 4.5000000000000009 19839.195000000003 337.44273729936612 22278.402000000006 -699.04449999999986 337.44273729936612 -0.8783796973249266 21.500000000000004 577.15728802371325 20436.574000000004 decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 9 11 -1 8 14 10 -4 24 13 -9 -8 25 17 18 -17 28 21 -20 -12 -24 -6 26 -10 -27 -18 -30 right_child=2 -3 3 -5 5 -7 7 12 15 -11 22 -13 -14 -15 -16 16 19 -19 20 -21 -22 -23 23 -25 -26 27 -28 -29 29 -31 leaf_value=-0.091121547406895209 17.574064763942541 9.8865277286544107 -0.34441848323825264 22.293299610094795 -3.3382416445766077 0.71007761759252275 0.54151180932301668 -7.2639699211640449 -0.33906551813818803 1.1157147650806787 -4.3557394555998377 -13.496931420867121 6.8410294299429459 0.45986515722985255 3.9474261488247424 0.8640342779285366 -1.0994690816418031 0.48809551151351388 -14.28928292863079 -3.9106242706006866 -6.2831257480243643 -8.4877505900837953 -12.934311323547206 -10.051885538643283 -8.7609193502165041 -1.213613785183896 1.1388068441776935 0.14291213011518011 -0.074708934655491679 -5.8113457995901525 leaf_weight=19478 23387 3795 138 2589 98 150 5066 37 2284 1348 60 50 3625 683 4371 278 1501 2699 72 55 67 55 26 22 20 1783 7282 3380 32 42 leaf_count=19478 23387 3795 138 2589 98 150 5066 37 2284 1348 60 50 3625 683 4371 278 1501 2699 72 55 67 55 26 22 20 1783 7282 3380 32 42 internal_value=0.00160728 0.000688875 0.00347074 0.00164497 -0.00139749 -0.00945912 0.000493275 0.000875601 0.000589222 0.000210791 -0.0064065 -0.0190952 0.00278481 -0.000666667 0.00187221 -3.07218e-05 -0.00121558 -0.000162725 -0.00481356 -0.0032638 -0.013732 -0.0180472 -0.0141481 -0.0226667 -0.0139661 0.000355489 0.000830441 -0.000524501 -0.00280635 -0.0116757 internal_weight=84473 56585 27888 4501 1912 318 52790 33312 28967 1594 246 168 4345 720 9437 19530 4801 3171 472 1630 194 127 108 48 118 14729 9566 5163 1575 74 internal_count=84473 56585 27888 4501 1912 318 52790 33312 28967 1594 246 168 4345 720 9437 19530 4801 3171 472 1630 194 127 108 48 118 14729 9566 5163 1575 74 is_linear=0 shrinkage=0.04 Tree=144 num_leaves=31 num_cat=0 split_feature=28 23 15 9 28 30 34 15 1 33 24 30 1 0 24 30 28 23 14 27 14 30 28 9 11 28 9 23 30 15 split_gain=90.4464 22.1436 15.5051 17.6676 16.5141 24.3395 11.8845 10.9008 8.49473 6.93904 6.39243 6.19132 6.06638 6.51869 5.7434 5.32791 3.98368 3.86089 4.38735 4.32709 3.80379 3.67145 3.3292 3.3122 3.12758 3.87435 4.35072 3.018 2.96204 2.91969 threshold=21042.988693752322 1082.2274999999984 21408.815000000002 -0.70710678118654735 19353.22745451182 210.84675618813299 23388.400000000005 20539.278000000002 2.5000000000000004 15583.813750000001 -456.32250000000016 547.12667486166038 1.0000000180025095e-35 1.0000000180025095e-35 3018.4825000000014 651.90431132161746 17509.054711704888 -1100.6159999999998 -0.13398942717002907 -380.86674999999917 -0.36648370705903521 27.781200482508314 14622.35758875419 -0.91597561503675329 -0.8783796973249266 15027.208251738861 0.78656609248549325 -1712.3562500000005 55.472904645504578 20887.809500000007 decision_type=2 2 2 2 2 2 2 2 2 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 11 9 -6 7 23 20 14 12 -4 13 -11 15 21 -15 -10 19 -19 -9 -1 -3 -7 -23 -26 27 -27 -12 -20 right_child=-2 22 3 -5 5 6 -8 8 17 10 28 -13 -14 16 -16 -17 -18 18 29 -21 -22 24 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.62900083845574151 31.19708388129613 -2.6796630397943098 -8.2381320100679112 1.7275619853700814 5.1637372373083599 9.5763016809112109 2.0498255149959226 0.16069910290235848 0.44223750458034899 -1.7987408475392184 -0.52251995111726923 -14.105714977517144 0.79956594458703278 -0.480848890573987 -5.9315223585389001 7.1433161179205449 1.9023781290220425 -1.6162750802684833 -7.8985284794465089 -8.5469588012253297 -3.016993293678611 -0.48684190456570597 11.44404925762956 -0.48111155167996628 -0.35316810542104476 -1.9047930579287558 2.280962926991656 0.14836360603427498 4.6636209037233298 -10.697496863848194 leaf_weight=2422 20584 40 98 123 10043 325 1149 325 32 249 244 43 3749 563 33 754 419 76 62 41 533 6686 4673 1610 9307 414 2136 14894 2799 47 leaf_count=2422 20584 40 98 123 10043 325 1149 325 32 249 244 43 3749 563 33 754 419 76 62 41 533 6686 4673 1610 9307 414 2136 14894 2799 47 internal_value=0.00159497 0.00085204 0.000641882 -0.0090303 0.000685226 0.00187124 -0.000685714 -0.00199148 -0.00513978 0.000307059 0.00137255 -0.018695 0.00048996 -0.00194638 7.37872e-05 8.88211e-05 -0.000480652 -0.0115039 -0.0133451 -0.00796581 -0.00322611 1.88518e-05 0.00349077 -0.00017571 -9.00797e-05 0.000103323 0.000454942 0.000218971 0.00281696 -0.0191193 internal_weight=84473 63889 59176 264 58912 14243 4200 3051 1116 44669 8023 141 4980 1231 36646 36613 982 258 226 117 858 35859 4713 1935 33437 26751 17444 15308 3043 109 internal_count=84473 63889 59176 264 58912 14243 4200 3051 1116 44669 8023 141 4980 1231 36646 36613 982 258 226 117 858 35859 4713 1935 33437 26751 17444 15308 3043 109 is_linear=0 shrinkage=0.04 Tree=145 num_leaves=31 num_cat=0 split_feature=28 23 0 28 30 0 28 30 9 1 34 15 30 0 13 1 30 30 1 22 27 6 2 11 30 23 24 1 28 27 split_gain=90.2299 19.1368 9.18912 17.8325 12.8257 16.4873 8.44721 12.8121 14.198 7.818 7.07074 7.57238 5.98501 7.08305 5.39353 5.62325 5.34815 4.89516 4.59264 7.04704 4.41436 4.13307 4.86811 4.03538 4.00163 6.42482 3.9713 3.99541 3.90536 3.88843 threshold=20476.597578587021 1082.2274999999984 19.500000000000004 21294.655823533805 523.30664346596188 21.500000000000004 17086.391449324881 90.286910347151689 0.78656609248549325 2.5000000000000004 23313.197500000006 20436.574000000004 340.95608111853102 10.500000000000002 -0.78326540922535159 1.5000000000000002 577.15728802371325 514.39566459086393 1.0000000180025095e-35 17820.145 -1205.3564999999978 1.0000000180025095e-35 4.5000000000000009 -0.8783796973249266 337.44273729936612 -605.25100000000009 -297.446249999999 1.0000000180025095e-35 19244.76989014084 -1433.112499999999 decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 14 16 17 29 9 12 11 -11 23 18 15 -4 -6 21 19 -14 28 22 26 -9 -17 -26 27 -1 -10 -8 right_child=2 -3 3 -5 5 -7 7 8 20 10 -12 -13 13 -15 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.42536660959927847 19.467156358466845 9.4489426248090425 0.23385718932181276 20.153684270439225 -7.4061702145158481 0.6009705416014266 -8.1653768870916483 -0.18362746155140777 -4.5697258329258998 -1.0619214662122758 1.6245610278509699 -4.6034301092771068 -1.3839659123652053 -0.0051520840730339005 1.3172180572004384 -1.2329006197716377 -11.444647498461105 17.107019920150439 -0.85499619301382934 -10.845465548262883 10.717055801064285 -1.2668291581448414 -0.26411482464387176 1.7892674578712582 -5.2264158452090257 -12.876117966792879 1.5380665557813697 0.35723523109932304 5.3826564836411332 2.789312930616318 leaf_weight=2229 21812 4044 129 2589 90 110 26 1861 20 3179 749 257 165 3793 1020 53 45 725 275 87 2190 1190 13811 6622 22 26 3890 6586 28 6850 leaf_count=2229 21812 4044 129 2589 90 110 26 1861 20 3179 749 257 165 3793 1020 53 45 725 275 87 2190 1190 13811 6622 22 26 3890 6586 28 6850 internal_value=0.00158124 0.00071202 0.00354742 0.00180607 -0.00167224 -0.0100408 0.000515138 0.00103471 0.000504733 0.000110196 -0.00139068 -0.00215832 0.000600797 -0.000611111 -3.19999e-05 -0.00556522 -0.0194074 3.81275e-05 -0.00495636 -0.00885714 0.00349955 -4.67767e-05 5.67206e-05 0.00121797 -0.0126337 -0.021 0.000621803 0.000152014 -0.0085 0.00251658 internal_weight=84473 58577 25896 4084 1495 245 54533 26102 19226 16988 4185 3436 12803 4320 1250 230 135 28431 527 252 2238 27706 26516 8483 101 48 12705 8815 48 6876 internal_count=84473 58577 25896 4084 1495 245 54533 26102 19226 16988 4185 3436 12803 4320 1250 230 135 28431 527 252 2238 27706 26516 8483 101 48 12705 8815 48 6876 is_linear=0 shrinkage=0.04 Tree=146 num_leaves=31 num_cat=0 split_feature=28 23 28 30 27 0 28 1 30 10 2 9 28 1 0 1 18 14 9 30 19 19 28 9 23 32 0 13 28 3 split_gain=90.8072 18.1879 8.90432 12.4864 9.67127 8.39635 15.6869 11.5999 20.2768 6.91524 6.71421 7.55821 8.55167 6.10261 5.98036 11.546 5.94297 12.5991 4.46438 4.23834 4.07437 4.01284 3.9177 3.79378 5.49787 3.83271 5.04423 3.69174 3.62673 3.62529 threshold=20476.597578587021 1119.8194999999998 17802.98248435817 105.04886393687062 -103.99675000000023 19.500000000000004 21294.655823533805 1.5000000000000002 547.12667486166038 -0.9159756150367534 4.5000000000000009 0.78656609248549325 14622.35758875419 2.5000000000000004 12.500000000000002 2.5000000000000004 23186.569000000003 -0.52765736634565841 0.12940952255126045 577.15728802371325 14222.625500000002 19112.898500000003 19928.995932459988 0.60355339059327384 817.79799999999989 1726.5304468295446 20.500000000000004 0.89404822654372251 21042.988693752322 205.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 -4 13 -2 7 -7 16 14 11 21 20 -5 -6 -16 17 -9 -11 23 -13 -1 -21 25 27 26 -15 -25 -19 -22 right_child=5 -3 3 4 9 6 -8 8 -10 18 -12 12 -14 19 15 -17 -18 28 -20 22 29 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.1297050072208939 18.688470104128161 10.018096657376294 3.3315363444562029 0.10869256740146037 1.2838260485211908 1.2173733193353946 19.347536899621588 2.8152255099790393 -11.529982856409827 1.429310445369804 -0.25560576815982056 0.77526875204089651 3.8602782478042634 -3.3948032332764515 -1.9778770616654118 -11.562820900312438 2.377348728576663 -7.6767734383081914 8.3726205038345487 -2.8184218013745799 -4.2309833584664176 -1.5600051453675425 -5.5874977764530973 -6.57732288655862 7.4467554759729389 -0.35443747237306839 1.0366137440639032 -11.885162176342352 -3.7799434515350732 -0.21007965070064341 leaf_weight=11526 21812 3803 6575 5526 526 815 2589 178 66 4217 16777 966 3975 78 232 96 181 179 1651 52 251 297 32 111 66 1472 57 22 76 269 leaf_count=11526 21812 3803 6575 5526 526 815 2589 178 66 4217 16777 966 3975 78 232 96 181 179 1651 52 251 297 32 111 66 1472 57 22 76 269 internal_value=0.0015765 0.000704509 0.000518786 0.00117279 0.000503042 0.00354897 0.00188443 -0.00137793 -0.00523529 0.0016019 0.000121077 0.000674381 0.00190515 -0.000492988 -0.00176112 -0.006 -0.00297068 -0.00551501 0.00209134 -0.00245503 -0.000683715 0.000105895 -0.0112381 -0.00204651 -0.00725628 -0.00140137 -0.00785185 -0.0119398 -0.0112157 -0.00353846 internal_weight=84473 58577 54774 20713 14138 25896 4084 1495 680 6722 34061 17284 5461 7416 854 328 614 433 5868 1890 1486 11823 84 1806 199 1607 135 133 255 520 internal_count=84473 58577 54774 20713 14138 25896 4084 1495 680 6722 34061 17284 5461 7416 854 328 614 433 5868 1890 1486 11823 84 1806 199 1607 135 133 255 520 is_linear=0 shrinkage=0.04 Tree=147 num_leaves=31 num_cat=0 split_feature=28 23 28 30 27 9 0 30 0 30 34 1 2 6 24 1 9 23 30 0 1 1 33 36 29 30 28 1 26 32 split_gain=91.6433 18.1157 9.14505 13.5331 10.2259 6.70768 7.4981 6.36168 6.32642 10.8337 14.8695 6.39524 4.50923 4.87456 5.76649 4.28884 4.13599 5.03757 4.51581 4.04907 11.0401 4.74137 5.21676 4.68612 3.90748 5.30783 3.89003 3.85952 3.73602 3.40891 threshold=20583.236404707579 1119.8194999999998 17802.98248435817 90.286910347151689 -202.83949999999729 0.12940952255126045 13.500000000000002 594.09139670879711 20.500000000000004 547.12667486166038 23716.788750000003 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 -297.446249999999 2.5000000000000004 0.60355339059327384 817.79799999999989 577.15728802371325 12.500000000000002 2.5000000000000004 1.0000000180025095e-35 16825.3325 2775.031227409213 21677.530095019025 454.25640810599197 19928.995932459988 1.0000000180025095e-35 603.83250000000055 1726.5304468295446 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 -4 15 6 19 12 -2 24 11 -11 13 14 27 -5 18 -18 29 21 -21 22 -6 28 25 -10 -20 -1 -22 -17 right_child=8 -3 3 4 5 -7 -8 -9 9 10 -12 -13 -14 -15 -16 16 17 -19 26 20 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.37680348785794848 18.774840712749107 9.801551309028266 3.7173691051969127 0.026239829541905096 -0.41302771224164325 7.3259707953874003 1.8294466996021428 24.674024498580103 2.3094318310736734 -4.7559833223283166 3.290862081646825 -12.210987536998188 -0.24284473325134742 -1.1466547293543514 1.8586010475190298 -2.4910361998940607 -7.4372920615952154 4.9138729184580185 -2.8084944910470986 -0.77227592079543206 -8.4357168953415069 1.6698787070723595 -1.8697606326173355 -0.32807643666905095 6.4704109993568126 -2.8105073677286665 -6.3153685455010784 0.33644789067861164 -14.111402989746178 -0.18907611736808355 leaf_weight=2687 22969 3903 5966 5407 232 2083 4817 782 267 68 141 36 16764 1163 4640 133 154 69 50 315 68 692 94 32 1286 133 36 8025 35 1426 leaf_count=2687 22969 3903 5966 5407 232 2083 4817 782 267 68 141 36 16764 1163 4640 133 154 69 50 315 68 692 94 32 1286 133 36 8025 35 1426 internal_value=0.00157177 0.000719991 0.000535297 0.00117895 0.000560762 0.00151434 0.000862371 0.000126949 0.00360964 0.00141067 -0.00644898 -0.0179231 4.31505e-05 0.000512262 0.000701407 -0.000536082 -0.00218844 -0.00730045 -0.00149544 -0.00164033 -0.0048 -0.000243615 -0.00422086 -0.0143704 0.00255279 -0.0009 -0.0104186 0.000191188 -0.0185243 -0.00100321 internal_weight=84473 59573 55670 21609 15643 8368 6285 34061 24900 1931 245 104 33279 16515 15352 7275 1868 223 1645 1468 450 1018 326 135 1686 400 86 10712 103 1559 internal_count=84473 59573 55670 21609 15643 8368 6285 34061 24900 1931 245 104 33279 16515 15352 7275 1868 223 1645 1468 450 1018 326 135 1686 400 86 10712 103 1559 is_linear=0 shrinkage=0.04 Tree=148 num_leaves=31 num_cat=0 split_feature=28 22 16 35 9 28 9 15 23 30 23 36 14 28 2 23 3 35 8 1 18 3 9 34 35 14 32 28 29 13 split_gain=90.7056 20.0056 13.9375 7.61513 8.69333 7.29672 7.15849 7.34101 4.95975 10.2844 4.66897 5.13914 5.26202 6.91999 5.78312 4.40102 5.37981 4.65315 4.48475 5.37093 4.30553 6.16754 4.29526 4.1813 4.17315 4.09442 4.03445 4.9658 4.03204 3.90709 threshold=21082.664207816735 19341.552500000005 21236.826250000002 20880.34066592262 0.98296291314453421 16607.329777877803 -0.70710678118654735 21451.432500000006 752.32599999999923 114.38058721597183 1553.2549999999994 2725.5660602911134 -0.32613736746952143 19317.323617331283 4.5000000000000009 -247.12625000000114 326.50000000000006 16993.833434523811 1.0000000180025095e-35 1.5000000000000002 20204.071500000002 88.500000000000014 -0.70710678118654735 16625.841500000006 17635.540779017861 0.14888728888808328 1626.5683135874394 15146.73627039691 20157.062838313719 -0.76141707087277943 decision_type=2 2 2 2 2 2 2 2 2 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 4 10 -3 7 25 9 -7 11 12 24 14 -14 16 -13 -17 -19 -20 21 -8 -15 -16 -1 -4 -26 -28 -24 -21 right_child=-2 2 6 -5 -6 8 20 -9 -10 -11 -12 15 13 22 23 17 -18 18 19 29 -22 -23 28 -25 26 -27 27 -29 -30 -31 leaf_value=-0.29371334836275792 29.451708490304881 -0.29662680685298992 0.20411472485213014 1.5383694538204109 4.1471402687659751 4.5239272042009873 -26.906986558419934 -9.5591632367245687 11.791868656578693 0.8206052090563789 15.332502071182615 0.12198135566091933 0.12476678375344134 -6.4763758606963506 -4.3767169903405163 -3.2017948218412648 -1.3878886503581869 1.3438976311307342 1.4369228061131432 -3.541955028140344 0.42436119933552335 -2.0414136900601587 -12.111446253422368 -1.5331760445423854 1.3111037312632854 -4.6807374362961935 -0.81405783044282776 0.39069951459025576 -0.33135309929844459 -0.60349019521203806 leaf_weight=9969 20252 1428 190 2857 2190 6736 27 103 4182 6055 576 7467 3225 83 46 254 924 6637 293 73 648 66 36 3044 1428 129 1145 4099 131 180 leaf_count=9969 20252 1428 190 2857 2190 6736 27 103 4182 6055 576 7467 3225 83 46 254 924 6637 293 73 648 66 36 3044 1428 129 1145 4099 131 180 internal_value=0.0015533 0.000817241 0.00188387 0.000349956 0.000213397 0.00215227 -0.00236285 -0.00652133 0.00238331 0.00199234 7.77583e-05 2.5004e-05 -0.000354046 -0.00131302 -0.00105463 0.000580743 -4.71933e-05 0.00128923 0.00147738 -0.00200733 5.39826e-06 -0.00804301 -0.00784 -0.00229126 2.42775e-05 -0.00352351 0.000798561 0.000285279 -0.00414371 -0.00627668 internal_weight=84473 64221 19564 44657 41800 18401 1163 422 16973 12791 39610 39034 23206 6565 6315 15828 8391 7437 7183 546 741 93 250 3090 16641 319 6672 5244 167 253 internal_count=84473 64221 19564 44657 41800 18401 1163 422 16973 12791 39610 39034 23206 6565 6315 15828 8391 7437 7183 546 741 93 250 3090 16641 319 6672 5244 167 253 is_linear=0 shrinkage=0.04 Tree=149 num_leaves=31 num_cat=0 split_feature=28 23 28 27 30 9 30 0 28 1 30 13 30 9 30 23 11 2 33 34 13 0 24 1 10 0 27 30 0 0 split_gain=91.0244 17.6849 10.0662 13.9107 8.73826 9.48639 6.65416 5.78264 13.2296 10.853 17.2111 6.7914 5.21348 5.38268 5.01465 6.50159 4.48869 4.19134 3.96006 3.60079 3.56549 4.31785 7.08659 3.40097 5.03459 15.6847 4.99538 3.43118 3.2993 6.13093 threshold=20686.587893205284 1258.8235000000006 17587.966687392556 -585.78124999999989 68.153762137691203 0.60355339059327384 594.09139670879711 19.500000000000004 21422.717442394216 1.5000000000000002 547.12667486166038 -0.814291907305839 454.25640810599197 -0.70710678118654735 323.68458316081779 -713.79449999999986 -0.8783796973249266 2.5000000000000004 14974.193250000002 16498.5275 0.80926549319045582 9.5000000000000018 1009.3489999999994 2.5000000000000004 -0.9159756150367534 12.500000000000002 110.39425000000121 146.15025406033249 20.500000000000004 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 6 20 -5 12 17 -2 9 -9 11 14 16 -14 -11 -16 28 18 -1 -19 -4 22 -22 -18 25 -25 27 -27 29 -6 right_child=7 -3 3 4 5 -7 -8 8 -10 10 -12 -13 13 -15 15 -17 23 19 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.20110711665364117 20.561891669409732 13.053294232491671 -0.092438565850380461 4.3105406018953163 -0.014258160656907317 11.139125010191469 22.972346936373317 1.8382565692874966 21.081400414621612 -1.3150648132505918 -10.378363035883163 -0.3182690460713079 -4.8870516963062247 -0.32195177691755972 -0.84458590026742519 -12.117731670671361 1.9005576230938042 -3.1469136243784597 1.3156730454214998 -0.10790869855389275 -11.710022595524308 -0.60990729670376476 -3.337308798504246 3.2943457767328761 0.83822827868050154 -3.6606780445145177 -11.299075978015505 -14.976920619281445 2.1332556685603499 -2.4278166559917276 leaf_weight=7650 20245 3313 3798 4346 1292 2156 816 682 2405 48 53 415 127 708 20 36 7506 495 2072 21795 35 1034 134 316 1924 73 77 41 425 436 leaf_count=7650 20245 3313 3798 4346 1292 2156 816 682 2405 48 53 415 127 708 20 36 7506 495 2072 21795 35 1034 134 316 1924 73 77 41 425 436 internal_value=0.00153673 0.000711849 0.000547436 0.00116227 0.00164657 0.00119117 8.99234e-05 0.00362684 0.00216343 -0.00116746 -0.00523077 -0.00301349 0.000781431 -0.00227545 -0.0121538 -0.0202857 0.000992556 -9.99476e-07 0.000692039 -0.000303275 -0.000719056 -0.00261679 -0.00854438 0.00135131 5.1008e-05 -0.00349507 -0.0125445 -0.00722807 -0.00066326 -0.00143981 internal_weight=84473 60569 57256 24428 19427 15081 32828 23904 3659 1254 572 519 12925 835 104 56 12090 32012 9722 22290 5001 1203 169 9937 2431 507 191 114 2153 1728 internal_count=84473 60569 57256 24428 19427 15081 32828 23904 3659 1254 572 519 12925 835 104 56 12090 32012 9722 22290 5001 1203 169 9937 2431 507 191 114 2153 1728 is_linear=0 shrinkage=0.04 Tree=150 num_leaves=31 num_cat=0 split_feature=28 22 10 14 9 1 28 23 36 9 33 14 27 13 28 9 14 28 25 30 0 24 23 23 22 27 9 26 10 30 split_gain=90.9924 18.8843 13.8753 11.7297 15.7649 10.8708 8.17595 9.30403 6.84104 7.83458 6.58972 6.53786 4.95868 5.73968 4.83139 9.01695 5.66576 4.64992 4.47967 4.41642 4.44847 4.39937 4.06305 3.62509 3.51341 3.46821 3.42825 3.37412 3.64178 5.85982 threshold=21042.988693752322 18879.824500000006 0.37940952255126048 -0.5129677127369543 -0.60355339059327362 1.5000000000000002 19988.161562211553 -987.24549999999897 2728.6136504865704 0.98296291314453421 14401.091750000001 0.029024409397335523 -380.86674999999917 0.87397152483179585 17162.107960079811 1.0000000180025095e-35 0.76556758748011056 19390.206085185499 -992.33224999999754 130.76805520427573 10.500000000000002 1259.4840000000006 1553.2549999999994 -414.90749999999929 22271.115000000002 -946.22350000000176 0.78656609248549325 3627.9735000000005 -0.37940952255126015 42.674423497922525 decision_type=2 2 2 2 2 2 2 2 2 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 10 -4 5 -5 24 -8 9 27 17 -9 13 -12 16 -16 -10 22 -18 -15 21 23 25 -21 -7 -3 -20 28 29 -1 right_child=-2 2 3 4 -6 6 7 11 14 -11 12 -13 -14 19 15 -17 18 -19 26 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.0341952944845758 25.877917960121781 -4.6849791606991413 2.4198337838470523 -0.58351015152362817 0.35162202222922484 -1.4137623144605618 -0.23391862369724514 -4.6300695587185992 0.38215918638525609 5.1768569394507518 2.7727674600405399 -10.179974182436908 6.1081334661555227 2.5301611935791124 0.25112476247333432 3.7442324538264984 0.47174303273195833 4.0198803968782624 -1.2328309284871868 -10.831412003507499 1.779993374826615 -0.64281139300008994 11.486715376585066 -14.935792089993445 -3.7793396095033267 0.32378890037224395 0.34398111536076931 3.510357486181507 -0.082687963769445705 -1.4261601521059124 leaf_weight=672 20584 247 1241 595 1280 263 84 128 7862 1317 1822 106 8345 209 4483 2978 921 3654 1144 66 115 71 601 50 22 3824 455 572 16395 4367 leaf_count=672 20584 247 1241 595 1280 263 84 128 7862 1317 1822 106 8345 209 4483 2978 921 3654 1144 66 115 71 601 50 22 3824 455 572 16395 4367 internal_value=0.00152584 0.000780667 0.00170629 -0.000528099 -0.00211784 -0.00541569 -0.00920066 -0.0136101 0.000269737 -0.00018128 0.00214355 -0.0177094 0.00280127 0.00117102 0.000859273 0.00163571 0.000301291 0.00130002 -0.00134921 -0.00257534 -0.00566887 -0.00947594 0.000464041 -0.0142759 -0.0042807 1.08083e-05 -0.00262914 -0.000360629 -0.000441541 -0.00138202 internal_weight=84473 63889 22723 3719 2478 1198 603 318 41166 23323 19004 234 10678 2333 17843 7461 10382 8326 2520 511 302 187 4672 116 285 4071 1599 22006 21434 5039 internal_count=84473 63889 22723 3719 2478 1198 603 318 41166 23323 19004 234 10678 2333 17843 7461 10382 8326 2520 511 302 187 4672 116 285 4071 1599 22006 21434 5039 is_linear=0 shrinkage=0.04 Tree=151 num_leaves=31 num_cat=0 split_feature=28 22 15 0 30 27 35 30 33 23 30 0 15 17 28 2 9 14 9 3 17 31 23 14 1 18 28 30 32 1 split_gain=90.0047 19.9683 13.2696 8.03649 7.8013 7.79135 7.78168 7.30023 5.75771 5.29471 8.16204 8.47131 4.7589 4.59853 4.40542 4.51645 4.34177 3.70847 4.08156 4.91104 5.83653 3.64333 6.09086 5.79039 4.05999 3.59428 3.46832 3.31483 3.1562 3.09031 threshold=21167.290742365996 19341.552500000005 21451.432500000006 21.500000000000004 633.14466143343873 -254.50775000000064 20072.65813616072 577.15728802371325 14401.091750000001 660.50549999999851 126.75441879148497 9.5000000000000018 21320.482000000004 20135.747000000003 17548.128579975004 3.5000000000000004 0.78656609248549325 -0.19337245081799007 -0.78656609248549303 357.50000000000006 20820.473000000005 18392.264140625004 384.70750000000049 0.76556758748011056 1.0000000180025095e-35 20041.914000000001 18839.086057082455 30.198417060543768 1773.2262642476205 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 4 5 7 6 9 12 -4 26 10 -3 13 21 -12 15 -8 -6 -13 19 20 28 27 23 24 -23 -17 -7 -1 -19 -29 right_child=-2 2 3 -5 16 8 14 -9 -10 -11 11 17 -14 -15 -16 25 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.67616204997207829 29.429547633025795 2.0315393510237358 -8.8992363947844204 2.1335749545257161 -1.3448114989929547 0.29621799449715303 1.6607192536684059 -11.51307685178751 5.5860097140999461 6.8912949626829487 -3.7744073278336709 1.2345686785350949 -5.3399905039532545 -14.772615029142756 2.1843408577611503 -0.062206131257152512 25.742411125494527 -1.7103280276584039 -0.49479834186200577 -15.944958775305768 -4.4362378810175001 -0.29711000323066483 4.616182798006494 -0.94736467413164838 0.52863307453880348 -1.0381305076774074 3.5218227548947083 0.06566906668151623 0.2720551236658747 -0.59422751944834729 leaf_weight=1554 19588 2221 135 77 239 2224 1366 22 7907 1371 200 1292 101 21 3505 1612 1324 59 1157 32 39 2603 1444 1286 7910 242 3183 10597 151 11011 leaf_count=1554 19588 2221 135 77 239 2224 1366 22 7907 1371 200 1292 101 21 3505 1612 1324 59 1157 32 39 2603 1444 1286 7910 242 3183 10597 151 11011 internal_value=0.00151542 0.000798027 0.0018458 -0.00762393 0.00032808 0.0019574 0.000227707 -0.0128153 0.00251284 0.000827144 0.000241299 -0.00113724 -2.62956e-06 -0.00866968 0.00147807 0.000409938 0.00310429 -0.000527472 -0.0019249 -0.00624911 -0.00435341 2.14258e-05 0.000550631 0.00025053 0.000560449 -0.000875944 0.00150694 -0.00028115 -0.00171429 -0.000409478 internal_weight=84473 64885 20091 234 44794 19857 43231 157 13314 6543 5172 2951 36506 221 6725 3220 1563 2730 1438 281 249 36405 13243 11799 10513 1854 5407 23162 210 21608 internal_count=84473 64885 20091 234 44794 19857 43231 157 13314 6543 5172 2951 36506 221 6725 3220 1563 2730 1438 281 249 36405 13243 11799 10513 1854 5407 23162 210 21608 is_linear=0 shrinkage=0.04 Tree=152 num_leaves=31 num_cat=0 split_feature=28 23 30 28 30 18 0 28 1 30 13 28 35 15 23 14 1 33 0 1 22 11 15 27 22 34 18 24 9 27 split_gain=90.4995 17.0693 9.26921 7.82553 18.437 7.39035 6.10072 13.3827 10.9896 16.5829 9.58244 6.0261 5.66269 5.58386 10.3364 8.14061 5.99576 4.91414 5.14207 6.40894 4.12191 3.84791 3.60085 3.59904 6.24634 3.43736 3.38979 4.98597 3.27884 3.09166 threshold=20686.587893205284 695.71550000000036 374.68234425446718 19098.659764133641 200.35630430952162 17703.298250000003 19.500000000000004 21512.492539524192 1.5000000000000002 547.12667486166038 -0.97113884758256674 19098.659764133641 18733.27783258929 20341.18175 -1028.0459999999991 -0.5129677127369543 2.5000000000000004 16661.599000000006 1.0000000180025095e-35 1.0000000180025095e-35 20359.542000000005 -0.8783796973249266 18954.890000000003 -64.586250000003915 15449.843000000003 15695.146250000002 16293.073750000001 1610.9814999999992 0.78656609248549325 499.91474999999906 decision_type=2 2 2 2 2 2 2 2 2 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 17 26 -6 -2 8 -8 10 20 12 22 -7 -15 -16 -17 21 19 -19 -10 -1 -3 -23 25 -25 27 -5 29 -26 right_child=6 2 -4 4 5 13 7 -9 9 -11 -12 -13 -14 14 15 16 -18 18 -20 -21 -22 23 -24 24 28 -27 -28 -29 -30 -31 leaf_value=-0.379903674084761 18.763778473462018 -0.56808998128717425 15.600696157389345 -10.31989007834831 -5.7105526765584997 0.43554514865882632 1.5505515013934739 20.261088372022211 -6.6681021115667765 -10.127844708073189 -1.0849718617157649 6.5933646357741544 3.8570471054560422 0.59682215077530898 -0.39524876027039652 -3.3318061475957128 -7.7113632782787276 -2.0372114738098519 1.9660437400142963 0.14398063536872108 -11.899386471211844 -0.23438569125460174 -5.2036548724034928 -4.223576501194696 0.60759637919623477 -0.083352670056109079 3.3846012493172721 0.98632323203735117 2.3881199268262945 -0.88244455574540881 leaf_weight=7721 20245 1863 3974 47 174 2653 757 2283 26 59 514 1539 746 733 361 396 140 88 2225 306 20 8903 47 85 6608 9386 8006 217 3171 1180 leaf_count=7721 20245 1863 3974 47 174 2653 757 2283 26 59 514 1539 746 733 361 396 140 88 2225 306 20 8903 47 85 6608 9386 8006 217 3171 1180 internal_value=0.00150595 0.000683452 0.00238414 0.000418321 0.00128137 -0.000792461 0.00359003 0.00208691 -0.00102907 -0.00498223 -0.00285714 0.00107271 -8.13252e-05 -0.00046416 -0.00230675 -0.00518618 -0.00831343 0.000141457 0.00181596 -0.00239594 -0.0203478 2.31016e-05 -0.0012356 0.00023223 0.000524719 -0.000227642 0.00239903 -0.00206061 0.00117492 0.000733436 internal_weight=84473 60569 8169 52400 12727 4457 23904 3659 1376 619 560 4195 2656 4283 1630 897 536 39673 2619 394 46 37054 1910 29333 20430 9471 8270 264 10959 7788 internal_count=84473 60569 8169 52400 12727 4457 23904 3659 1376 619 560 4195 2656 4283 1630 897 536 39673 2619 394 46 37054 1910 29333 20430 9471 8270 264 10959 7788 is_linear=0 shrinkage=0.04 Tree=153 num_leaves=31 num_cat=0 split_feature=28 23 28 30 15 30 34 1 33 24 1 28 15 1 30 24 30 16 23 14 14 28 2 16 30 27 30 1 33 35 split_gain=90.337 17.6129 10.2546 17.1511 8.94403 8.1595 7.54872 7.04164 5.80622 5.2728 5.83669 4.81712 13.3245 8.62595 8.30714 4.64376 6.60854 4.19835 5.40265 7.41552 4.04593 4.04325 3.99133 3.30919 4.84848 3.28843 3.00526 3.11888 2.98412 3.12505 threshold=20822.823958518904 1202.8387499999974 19098.659764133641 180.4649658648278 20041.914000000001 611.6675602009542 23357.465000000004 2.5000000000000004 15583.813750000001 -1462.6187499999994 1.0000000180025095e-35 21337.987148968354 21451.432500000006 2.5000000000000004 547.12667486166038 -1236.4760000000003 499.11774944669639 19950.980750000006 -1100.6159999999998 -0.30982845708428081 -0.83375966452616657 17124.610530359405 4.5000000000000009 22722.497000000003 378.79390869293047 737.8585000000013 54.386368658709081 2.5000000000000004 11162.075500000001 16483.069257440482 decision_type=2 2 2 2 2 2 2 2 2 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 26 -5 8 7 20 25 10 -10 12 -2 15 23 -14 -17 -9 -19 -20 -6 22 -11 24 -15 28 -4 -28 29 -1 right_child=11 -3 3 4 6 -7 -8 17 9 21 -12 -13 13 14 -16 16 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-1.8152494613669345 8.7206088077827779 11.090300842672052 6.1306675987980794 1.4096044493972153 2.2843006862166497 10.958417406233552 1.0071481078776343 4.3675324617651148 -0.60240491257209761 1.5884262208376583 0.40617967473190297 33.720217259855914 3.0210712377890117 -2.9683179758632465 -10.826907592780676 -0.48181419021729427 -4.7128716059258338 0.70216991378523408 -4.6214801490400266 -7.3833762541108152 -1.4594789162257997 4.4722953296234138 -0.68040490607593895 0.19040630188265795 -12.771542804311753 -1.9481175160424684 3.1045150793482739 0.65963748688318558 0.014857377028051694 -6.3159430288191949 leaf_weight=218 3737 3719 2778 2785 345 1205 775 64 810 1275 2298 18260 196 33 23 199 61 63 212 195 1491 2250 666 45 22 1182 4677 1630 33156 103 leaf_count=218 3737 3719 2778 2785 345 1205 775 64 810 1275 2298 18260 196 33 23 199 61 63 212 195 1491 2250 666 45 22 1182 4677 1630 33156 103 internal_value=0.00149743 0.000707433 0.000536835 0.00143723 -0.000236088 0.000223618 -0.00169793 -0.00281857 0.000130416 0.00115577 -9.26639e-05 0.00366336 0.00246154 -0.0031848 -0.0125854 -0.000649123 -0.00415385 -0.00686142 -0.00817021 -0.00985749 -0.0016427 0.0020816 0.000743947 -0.0076 -0.0141818 -8.55188e-05 0.00252944 0.00204661 -1.23068e-05 -0.00385047 internal_weight=84473 61897 58178 15015 5930 43163 3145 2370 41958 7299 3108 22576 4316 579 123 456 260 534 470 407 1836 4191 1941 100 55 34659 9085 6307 33477 321 internal_count=84473 61897 58178 15015 5930 43163 3145 2370 41958 7299 3108 22576 4316 579 123 456 260 534 470 407 1836 4191 1941 100 55 34659 9085 6307 33477 321 is_linear=0 shrinkage=0.04 Tree=154 num_leaves=31 num_cat=0 split_feature=28 30 28 0 14 23 1 29 28 9 27 9 30 10 1 14 13 8 1 20 1 0 35 27 2 24 14 1 0 34 split_gain=90.0449 13.9542 13.8166 17.9024 10.0294 22.7348 20.4941 7.98757 7.7193 9.67634 9.29284 7.1582 5.45063 7.34592 8.51009 5.26374 4.86578 4.3887 6.70381 6.6456 4.65349 5.30353 6.10329 3.99371 3.9018 3.64015 3.55109 3.43091 3.33801 3.32357 threshold=20051.580289639111 611.6675602009542 21337.987148968354 19.500000000000004 -0.54219087765047058 -1007.5884999999997 1.5000000000000002 21272.932377760884 17548.128579975004 1.0000000180025095e-35 -883.47274999999524 0.78656609248549325 47.0182400597973 -0.9159756150367534 1.5000000000000002 0.60383265664488517 0.73865729060996177 1.0000000180025095e-35 1.5000000000000002 21598.391250000004 1.0000000180025095e-35 14.500000000000002 21250.442088913693 100.13875000000009 2.5000000000000004 -573.98424999999941 -0.14250536273956091 2.5000000000000004 8.5000000000000018 16498.5275 decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 -6 -7 -8 24 12 16 -3 -10 14 -14 23 -11 20 -19 -20 21 22 -15 -16 -1 -9 -21 -25 -12 -26 right_child=2 11 -4 4 5 6 7 25 9 10 28 -13 13 17 15 -17 -18 18 19 26 -22 -23 -24 27 29 -27 -28 -29 -30 -31 leaf_value=0.41351137359055401 6.4332075073589952 -1.7365546530468239 32.3714085694617 2.5729067679625115 1.0164760845818346 -0.65493263717687566 -3.7329291763837564 -9.2911873456313714 2.6512331702327487 0.06546028051182505 5.8297902062010172 25.098284960225719 0.60338159793411594 -1.6355181052664776 -6.5946546687830363 1.0577981060936175 -5.146596369505386 0.64535533787995947 -0.4736805454277721 4.0732152890564119 1.5172689294978714 0.30816113586981386 -1.9401672918656496 -4.2724315385402249 -2.9011534528583325 -10.266541965216506 -2.3614791122648624 -11.780682941625392 2.3110887053879998 -0.11099887103514372 leaf_weight=9728 9489 288 18260 774 826 458 273 88 1174 555 3034 2449 358 420 214 70 234 1860 2079 40 4504 1269 39 60 499 44 230 63 3343 21751 leaf_count=9728 9489 288 18260 774 826 458 273 88 1174 555 3034 2449 358 420 214 70 234 1860 2079 40 4504 1269 39 60 499 44 230 63 3343 21751 internal_value=0.00148985 0.000515361 0.00324004 0.00218273 -0.000855867 -0.00258378 -0.00712399 -0.013679 0.000367518 0.000993758 0.00216355 0.0032985 0.00031664 4.49761e-05 -0.00373856 -0.00769533 -0.00193156 0.000322192 -0.000675695 -0.00209621 0.000996149 -0.000768518 -0.00445316 -0.00976855 -1.52603e-05 -0.0217576 -0.008 -0.0155122 0.00267022 -0.000307416 internal_weight=84473 54261 30212 11952 2463 1689 863 405 51524 19546 7166 2737 12380 11206 765 407 789 10441 4209 2349 6232 1728 459 337 31978 132 270 123 6377 22250 internal_count=84473 54261 30212 11952 2463 1689 863 405 51524 19546 7166 2737 12380 11206 765 407 789 10441 4209 2349 6232 1728 459 337 31978 132 270 123 6377 22250 is_linear=0 shrinkage=0.04 Tree=155 num_leaves=31 num_cat=0 split_feature=28 23 28 30 16 9 30 36 31 15 28 0 1 30 13 24 22 28 9 14 3 1 27 14 18 30 14 34 2 26 split_gain=89.6618 17.5863 10.3265 14.8629 9.30605 9.31309 8.69552 5.80171 5.54354 6.29561 5.22716 12.6742 10.6705 19.4714 8.42569 4.82349 4.52038 4.48067 9.03242 4.93117 4.1857 4.14197 6.04262 4.7109 3.83754 3.8169 3.4428 6.33318 4.68137 4.08848 threshold=20822.823958518904 1319.2449999999992 19098.659764133641 200.35630430952162 19363.422000000002 0.60355339059327384 611.6675602009542 2722.4386143995148 20777.353369791668 20572.042250000002 21512.492539524192 19.500000000000004 1.5000000000000002 547.12667486166038 -0.97113884758256674 3405.2227500000013 20359.542000000005 17047.581575052507 1.0000000180025095e-35 0.76556758748011056 349.50000000000006 2.5000000000000004 -239.10399999999842 0.44312301391210612 16906.666250000006 80.74372426198012 -0.32613736746952143 16625.841500000006 4.5000000000000009 -3154.9717499999983 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 25 -5 8 7 15 9 -6 11 -2 -13 14 16 26 -14 19 20 -9 -19 -11 23 -23 -21 -4 -1 -28 -29 -30 right_child=10 -3 3 4 5 -7 -8 17 -10 21 -12 12 13 -15 -16 -17 -18 18 -20 24 -22 22 -24 -25 -26 -27 27 28 29 -31 leaf_value=0.025918217430628398 10.820610828512882 13.020775089840544 5.0946246056580398 10.601429019419443 -0.19197641660283421 -8.9509979226119558 12.219702667800698 0.2818494736362343 1.5245131448503582 -1.7954204094816339 37.715042818733004 1.8367767077848802 -5.5487666137863769 -11.182667947268969 -1.3479717077092337 -7.6872051817816569 -10.501887621582362 0.15298621595125464 2.7390240959880301 0.084545194576123694 -3.0823738218626282 -3.2402543381842408 -10.61162468986543 -10.091494030997117 -0.88010435796788933 1.7570317001700699 -5.3181171658765996 0.064250488177461235 -3.9355594304754034 -1.4097829315917056 leaf_weight=16271 4529 3269 4453 1067 2388 76 1297 8248 850 813 16932 613 21 45 416 23 20 3939 3572 1402 172 153 40 37 1384 5303 50 3631 20 3439 leaf_count=16271 4529 3269 4453 1067 2388 76 1297 8248 850 813 16932 613 21 45 416 23 20 3939 3572 1402 172 153 40 37 1384 5303 50 3631 20 3439 internal_value=0.00147896 0.000691924 0.000532715 0.00143083 -0.000247787 -0.00106771 0.000218929 0.000119665 -0.000821303 -0.00153774 0.00363678 0.00258257 -0.00123767 -0.00556175 -0.00308972 -0.000299735 -0.0203902 0.000644762 0.00138644 0.000128331 0.000108003 -0.00413039 -0.00886956 -0.00589474 -0.00132663 0.00236408 -0.000281748 -0.00101401 -0.000913963 -0.00196704 internal_weight=84473 61897 58628 15180 5424 4357 43448 42151 4281 3431 22576 5644 1115 502 457 23434 41 18717 7683 11034 4111 1043 230 190 2786 9756 23411 7140 7090 3459 internal_count=84473 61897 58628 15180 5424 4357 43448 42151 4281 3431 22576 5644 1115 502 457 23434 41 18717 7683 11034 4111 1043 230 190 2786 9756 23411 7140 7090 3459 is_linear=0 shrinkage=0.04 Tree=156 num_leaves=31 num_cat=0 split_feature=28 23 28 30 34 15 30 33 1 23 14 16 0 24 1 24 13 9 30 0 28 28 30 34 11 32 33 35 15 31 split_gain=90.1774 18.6827 12.813 24.2066 11.3913 14.2884 7.48422 6.30696 6.07362 7.15943 8.85452 5.59599 8.96745 5.43529 5.85566 4.92444 4.01551 3.98378 3.84154 3.76852 3.69398 3.23899 3.13926 3.11078 3.17764 3.14333 3.23651 3.03697 3.00918 3.28943 threshold=21167.290742365996 1319.2449999999992 19488.847939490683 200.35630430952162 23688.059500000007 20998.782500000005 633.14466143343873 15583.813750000001 2.5000000000000004 -1137.0874999999985 -0.27694043983797384 19920.091500000006 9.5000000000000018 -456.32250000000016 1.0000000180025095e-35 3264.4720000000002 0.55656748448714433 0.78656609248549325 105.04886393687062 1.0000000180025095e-35 17509.054711704888 20547.318719188897 26.486488835525197 16498.5275 -0.8783796973249266 1612.350166910056 12697.831250000001 21139.69366629465 19433.697500000006 18373.184114583335 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 18 5 11 7 15 -7 -10 -11 -5 -13 14 19 22 -17 -8 -4 27 -21 -12 -1 -24 28 -26 -27 -9 -25 -30 right_child=-2 -3 3 4 -6 8 17 13 9 10 21 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 24 25 26 -28 -29 29 -31 leaf_value=0.59280795075000892 24.850203726810946 13.033271638932012 5.6133849961264479 5.3061557161071038 2.2096051155613887 -2.8455091017131173 -0.73113501313677109 -1.3942088653746101 0.22996587352416697 -0.058163546469142416 -4.2107380650211903 -8.865733683214911 -0.85127922050964733 2.7352340094000516 0.58620271593738882 -1.5405373174896915 -6.4467076908790872 22.64042012725352 1.918927451313003 -0.52032464683613933 1.1358311146955935 -9.9298720581306981 -1.3407264760817577 -0.40931802407879175 0.72206183417608771 -0.72284105783769714 0.083168834403362521 -1.8816146485291341 -2.0244564444809008 0.025872312657670815 leaf_weight=2344 19588 3587 6067 744 1147 607 172 215 42 35 22 39 1960 2972 3857 30 29 1193 3818 563 445 75 1281 7002 4631 3939 17992 36 21 20 leaf_count=2344 19588 3587 6067 744 1147 607 172 215 42 35 22 39 1960 2972 3857 30 29 1193 3818 563 445 75 1281 7002 4631 3939 17992 36 21 20 internal_value=0.00146617 0.000748093 0.000583902 0.00162023 -0.000752729 -0.00187968 0.000261179 0.000173392 -0.00665301 -0.0132414 -0.0178182 -0.000520598 -0.00162281 0.00118595 0.000395622 -4.62333e-05 -0.0115932 0.00317949 0.00274153 -0.00197299 -0.000880952 -0.0240412 -2.79343e-05 -0.000123144 -4.93973e-05 0.000150892 -4.90628e-05 -0.00635857 -0.000804771 -0.0116098 internal_weight=84473 64885 61298 14556 4671 3524 46742 45377 781 174 132 2743 1999 8088 5116 37289 59 1365 9885 1259 1008 97 37230 34886 33605 26562 21931 251 7043 41 internal_count=84473 64885 61298 14556 4671 3524 46742 45377 781 174 132 2743 1999 8088 5116 37289 59 1365 9885 1259 1008 97 37230 34886 33605 26562 21931 251 7043 41 is_linear=0 shrinkage=0.04 Tree=157 num_leaves=31 num_cat=0 split_feature=28 23 22 36 14 15 2 28 0 1 30 13 30 29 27 14 9 23 30 9 0 34 30 27 28 0 1 9 18 9 split_gain=89.4209 16.6713 9.21436 6.47524 6.79288 5.89515 5.86318 5.45095 12.0608 10.861 15.0152 7.45148 5.3825 7.11285 6.33472 5.79676 6.79369 5.22886 5.24858 5.08178 4.88844 4.79564 4.78853 4.62368 4.32353 4.31795 5.60028 4.28591 4.16016 3.89804 threshold=20822.823958518904 1319.2449999999992 19873.117500000004 2725.5660602911134 -0.32613736746952143 19886.361000000001 4.5000000000000009 21559.751284171118 19.500000000000004 2.5000000000000004 547.12667486166038 -0.73866753694953124 89.278721113152997 17837.30527154946 15.07000000000153 -0.056951011027366626 -0.70710678118654735 44.36249999999928 213.12106874355172 0.98296291314453421 18.500000000000004 16625.841500000006 378.79390869293047 499.91474999999906 19488.847939490683 20.500000000000004 1.0000000180025095e-35 0.78656609248549325 18613.395000000004 -0.78656609248549303 decision_type=2 2 2 2 2 2 2 2 2 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 19 6 27 8 -2 -10 11 22 13 -4 15 -14 20 23 -19 -1 24 -8 -11 29 -17 26 -22 -6 -7 -5 right_child=7 -3 12 17 5 28 21 -9 9 10 -12 -13 14 -15 -16 16 -18 18 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.053939099921809855 10.261597599550223 11.978613220689667 -0.65684642747538957 -0.62253823535544672 -0.37902907776502182 -10.406263668835896 -5.0517634201982462 37.05075694902574 0.48784731365022682 -0.14579900380724661 -13.192698461826801 -0.46332275633599074 0.86187413270323121 4.2087576025513078 2.9329668127470576 -4.8420988507386982 -0.10726950472431866 0.61615734279128187 5.0349058712666048 6.3402040612228134 0.17894256575263176 -1.4429797450881201 -10.094606253110596 -1.0631550813452439 3.1473749352421208 -2.6948481379499176 -3.1074561751936165 2.7933514333248342 -3.1864126312062138 0.29409639396772663 leaf_weight=17924 4795 3269 626 723 2693 32 50 16600 930 23 33 161 2312 3919 3340 68 1074 3624 2926 912 44 3358 34 881 136 152 160 1036 363 12275 leaf_count=17924 4795 3269 626 723 2693 32 50 16600 930 23 33 161 2312 3919 3340 68 1074 3624 2926 912 44 3358 34 881 136 152 160 1036 363 12275 internal_value=0.00145528 0.000669306 0.000514294 0.000262154 -0.000152002 -0.00116729 -0.000904021 0.00361021 0.0025743 -0.00104657 -0.00843028 -0.00462385 0.00151162 0.00259186 0.000837771 -0.000247339 -0.00207099 0.000796711 0.00172824 0.000253982 -0.00564286 -0.00210329 -0.0170526 0.000357086 -0.000705882 -0.00847191 -0.0122745 0.000192009 -0.00592405 0.000547161 internal_weight=84473 61897 58628 46797 26368 7532 7137 22576 5976 1181 251 218 11831 4545 7286 3946 1634 20429 6550 18836 560 3408 57 13879 204 356 204 3729 395 12998 internal_count=84473 61897 58628 46797 26368 7532 7137 22576 5976 1181 251 218 11831 4545 7286 3946 1634 20429 6550 18836 560 3408 57 13879 204 356 204 3729 395 12998 is_linear=0 shrinkage=0.04 Tree=158 num_leaves=31 num_cat=0 split_feature=28 23 28 9 30 30 0 28 1 30 13 29 30 23 30 11 27 9 19 9 30 31 0 0 14 1 20 30 29 0 split_gain=88.9616 15.8019 8.39782 10.1672 13.2566 8.89384 7.40229 12.6461 11.3827 17.3385 10.1587 7.18909 7.16328 9.15577 5.63688 6.90121 4.84951 4.1492 4.05592 3.99578 3.66095 3.48064 3.34215 5.28974 5.50382 5.60446 5.2911 3.17334 4.43023 3.16044 threshold=20686.587893205284 1319.2449999999992 15963.070109537932 0.91597561503675362 89.278721113152997 184.28541776231103 19.500000000000004 21651.667138946603 1.5000000000000002 547.12667486166038 -0.814291907305839 18905.815726445038 320.20167226405954 -908.86450000000048 430.806655812781 -0.8783796973249266 -1018.7590000000017 0.78656609248549325 18957.319000000003 -0.91597561503675329 63.976663492157464 20470.619216145835 20.500000000000004 18.500000000000004 -0.039769286347669845 1.0000000180025095e-35 21880.463000000003 160.17879296834562 17916.901964142515 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 -1 4 11 18 -2 8 -8 10 12 19 -10 -14 15 22 -17 29 20 -4 -5 -11 23 26 -25 -26 -6 28 -3 -18 right_child=6 27 3 5 14 -7 7 -9 9 21 -12 -13 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.093048791606275646 16.147396916399519 -6.5820295589891851 -0.57835596115583843 -4.8515775534056544 -0.91021379545869618 8.3304470510524844 1.5325236133405682 18.478675246391685 -0.27049227112436014 -7.1978761371137807 0.015617416398420856 4.103630970726007 1.0742514262356668 -9.2341306352347612 -0.51649028224715288 -1.1521311429586423 0.084518066904009426 4.1687222029911615 0.81749448477298159 0.81816505108096438 -1.8595397717472504 -11.60358082956045 0.43753684584238478 -0.30487878065074592 0.40778856791337631 -2.5872153715319968 3.0948461311419346 12.410920137530111 3.8628717791811624 1.0289296029730786 leaf_weight=19593 20245 45 761 25 2455 2875 872 2082 62 36 506 4645 20 52 3488 1052 7170 1085 148 4120 150 29 1106 251 68 251 748 2989 76 7468 leaf_count=19593 20245 45 761 25 2455 2875 872 2082 62 36 506 4645 20 52 3488 1052 7170 1085 148 4120 150 29 1106 251 68 251 748 2989 76 7468 internal_value=0.00144676 0.00063128 0.000480969 0.000828818 0.000629745 0.00298687 0.00351305 0.00185734 -0.000844642 -0.00462411 -0.002625 0.00190048 -0.0124179 -0.021 0.000148278 0.000388658 0.000773771 0.000949692 -0.0033065 0.000828519 -0.00742857 -0.0243077 -0.000935437 -0.00150225 -0.00505263 -0.00853918 -0.000870434 0.00340836 -0.00294215 0.000772783 internal_weight=84473 60569 57459 37866 34668 3198 23904 3659 1577 705 640 9526 134 72 25142 21654 16775 15723 323 4881 175 65 4879 3773 570 319 3203 3110 121 14638 internal_count=84473 60569 57459 37866 34668 3198 23904 3659 1577 705 640 9526 134 72 25142 21654 16775 15723 323 4881 175 65 4879 3773 570 319 3203 3110 121 14638 is_linear=0 shrinkage=0.04 Tree=159 num_leaves=31 num_cat=0 split_feature=28 28 27 30 9 0 30 23 9 30 30 10 15 1 34 30 29 23 17 0 27 1 9 22 33 11 31 14 30 24 split_gain=88.6335 17.5303 17.1596 10.7307 10.3206 9.17832 7.94626 7.49591 8.09856 9.08469 6.58844 7.13758 7.56449 5.7898 16.0942 5.19885 5.33722 4.89395 4.0069 4.47728 3.95842 3.85922 3.77107 3.75368 3.66441 3.73614 4.9258 3.66407 3.51245 3.3263 threshold=21167.290742365996 17802.98248435817 -389.78200000000101 514.39566459086393 1.0000000180025095e-35 13.500000000000002 108.44876320705835 551.09000000000026 0.60355339059327384 196.31510265881141 307.32529824101994 0.78656609248549303 21072.117000000002 2.5000000000000004 23053.010000000006 459.91916580134955 18905.815726445038 -1007.5884999999997 22197.025000000005 20.500000000000004 476.44999999999715 1.5000000000000002 0.78656609248549325 21019.74625 11162.075500000001 -0.8783796973249266 20079.261270833336 -0.58481178939031186 91.279762508069311 667.97400000000209 decision_type=2 2 2 2 2 2 2 2 2 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 7 20 5 6 -4 8 10 29 -3 12 -12 -8 23 16 -7 -14 19 -19 24 -11 -5 -15 -1 -26 -27 -23 -18 -10 right_child=-2 2 4 22 -6 15 13 -9 9 21 11 -13 17 14 -16 -17 28 18 -20 -21 -22 27 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-4.0804514706621822 22.456504060179778 0.82641341819720038 1.5310672491302864 -4.0716834056704263 6.2855472395070819 0.032757540404282588 -0.96606781119078033 4.1972024065476319 -11.111050533505741 -1.4214480782061014 -2.0794707214596868 -0.0026711629937524995 -0.061890358402647012 -11.54695460577906 2.1400699738527904 -1.0154557383181881 4.8063431784272437 -14.889310286859752 -8.6162399354263695 -1.7156404383998018 -0.61030958344474573 -8.4180276065800541 16.354869622447399 -1.121530662856296 -0.32928954431783608 0.10263530415193448 1.2565929493577555 -11.954296929391569 1.7352344259537587 -1.0496314688647768 leaf_weight=261 19588 3524 854 139 7519 1868 851 1637 25 34 918 2086 88 134 116 415 3431 49 52 169 4290 35 1406 25 6324 19935 2610 42 5639 409 leaf_count=261 19588 3524 854 139 7519 1868 851 1637 25 34 918 2086 88 134 116 415 3431 49 52 169 4290 35 1406 25 6324 19935 2610 42 5639 409 internal_value=0.00143966 0.000727749 0.0014385 0.000119548 0.00207021 0.00140194 -0.00111111 -1.41154e-05 -0.000553896 -0.00524771 -0.000182399 -0.00144914 -0.00380564 -0.00331794 -0.00836364 0.00184022 0.00200695 -0.00873743 -0.0114074 -0.00902752 -3.11189e-05 -0.0154595 0.00337864 -0.0166289 0.000135942 0.0001786 0.000419605 -0.0204156 0.00240794 -0.00263594 internal_weight=84473 64885 29920 34965 20852 13333 1980 9068 7431 545 6886 3362 1276 1126 275 11353 10938 358 270 218 33420 111 1545 159 29130 28869 22545 77 9070 434 internal_count=84473 64885 29920 34965 20852 13333 1980 9068 7431 545 6886 3362 1276 1126 275 11353 10938 358 270 218 33420 111 1545 159 29130 28869 22545 77 9070 434 is_linear=0 shrinkage=0.04 Tree=160 num_leaves=31 num_cat=0 split_feature=28 23 28 30 34 15 1 23 14 30 33 30 24 0 1 35 9 1 18 1 30 28 0 28 16 0 27 30 24 17 split_gain=87.0778 17.7394 12.0447 25.3396 11.0316 14.4866 6.6864 8.08001 7.64906 6.20038 5.70631 4.72684 4.43337 4.21667 4.17318 4.27128 3.9048 3.77674 3.64135 3.45834 3.43416 5.58342 3.78419 3.37574 3.31368 4.89786 4.02382 3.19891 3.64341 3.94116 threshold=21251.475570951388 1119.8194999999998 19488.847939490683 208.82929518272462 23658.012000000002 20998.782500000005 2.5000000000000004 -1137.0874999999985 -0.27694043983797384 633.14466143343873 16661.599000000006 83.90661036950543 3264.4720000000002 1.0000000180025095e-35 1.5000000000000002 21638.659661458336 -0.91597561503675329 2.5000000000000004 19144.867500000004 2.5000000000000004 160.17879296834562 19170.71226787673 8.5000000000000018 17509.054711704888 19819.338000000003 9.5000000000000018 -189.55449999999834 396.59994962553634 -1236.4760000000003 21974.615000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 11 5 16 18 -8 -9 10 12 -4 -1 14 15 -12 -5 -18 -7 -13 21 22 -3 -15 -19 -26 -27 -20 -29 -30 right_child=-2 20 3 4 -6 6 7 8 -10 -11 13 19 -14 23 -16 -17 17 24 27 -21 -22 -23 -24 -25 25 26 -28 28 29 -31 leaf_value=0.023009908321337758 23.818472107141393 -6.4608356394355733 5.7285353241936035 8.2506061255922489 1.8338433808247663 -11.807059947489348 0.72248665136910251 -0.28448285053294614 -9.4363977548393638 6.9901158339915046 -1.5312718194355526 2.7002947875775978 -5.8942372068276709 0.19256024335661429 1.285973831636793 -1.8372738522320879 -0.19102260010480035 6.516556309926723 -0.19914262420895035 0.038242640718233953 9.5494572936336066 3.9216653734977047 -1.6230204797711911 3.1705442010993803 -10.492073534309409 -2.5194841584332037 -9.5170069697444344 0.49894680649215889 -1.8055375781891929 -6.5571628374118998 leaf_weight=41868 18924 46 5084 387 1116 50 41 32 107 1152 189 3968 25 824 223 23 1578 107 227 1356 4338 206 67 1733 21 327 88 98 194 74 leaf_count=41868 18924 46 5084 387 1116 50 41 32 107 1152 189 3968 25 824 223 23 1578 107 227 1356 4338 206 67 1733 21 327 88 98 194 74 internal_value=0.00142592 0.000735877 0.000553899 0.00154426 -0.000983135 -0.0021363 -0.00674119 -0.0135556 -0.0181583 0.000234333 0.000159964 0.00262414 3.94339e-05 0.00184759 -0.0017931 -0.00581132 -0.000625199 -0.00129939 -0.00483359 0.00179113 0.00311531 -0.000890282 -0.0080354 0.00246695 -0.0041768 -0.00572477 -0.00477108 -0.00395953 -0.00627322 -0.00868657 internal_weight=84473 65549 60892 14855 4447 3331 823 180 139 46037 44885 10408 41893 2992 435 212 2508 2121 643 5324 4657 319 113 2557 543 436 415 593 366 268 internal_count=84473 65549 60892 14855 4447 3331 823 180 139 46037 44885 10408 41893 2992 435 212 2508 2121 643 5324 4657 319 113 2557 543 436 415 593 366 268 is_linear=0 shrinkage=0.04 Tree=161 num_leaves=31 num_cat=0 split_feature=28 28 0 30 13 15 9 30 0 14 30 0 23 16 27 33 36 23 30 9 1 0 24 16 10 1 36 14 23 30 split_gain=85.6485 18.7666 18.6335 14.9409 11.0633 7.79416 6.72543 5.77564 10.014 8.73664 7.93824 6.05042 6.1299 5.84024 5.63259 5.35087 5.23713 5.17806 6.48574 11.28 10.9314 10.2921 4.19209 3.53463 3.4435 3.54452 3.34913 6.43092 6.77183 4.38106 threshold=21377.470563991137 19098.659764133641 19.500000000000004 561.02947301335178 -0.814291907305839 21638.008500000004 0.78656609248549325 168.47960314166556 21.500000000000004 -0.25206183926700709 547.12667486166038 20.500000000000004 -444.80800000000085 22330.911250000005 -345.36500000000154 17162.992500000004 2741.8676990149684 713.50449999999921 210.84675618813299 0.37940952255126054 1.0000000180025095e-35 9.5000000000000018 -2938.4819999999995 21277.393500000002 -0.70710678118654757 2.5000000000000004 2496.2761025071436 -0.5129677127369543 861.44399999999962 204.3741037008439 decision_type=2 2 2 2 2 2 2 2 2 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 14 15 5 -4 -5 -6 9 -9 11 12 -11 -12 17 26 -13 18 24 -20 23 -22 -16 -21 -3 -26 27 -1 -29 -30 right_child=-2 2 4 6 7 -7 -8 8 -10 10 13 16 -14 -15 22 -17 -18 -19 19 20 21 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=-0.058036423956712192 26.92966147485102 3.6746324170405837 -2.3684433393628983 -1.9256201252797644 3.4671494865426014 -6.6114385929025534 18.640213360477581 0.17851807360143238 0.83169376011917695 -3.5515151751389653 -4.5687588178122196 -2.8834920760400236 -2.1100095107599395 -9.0364926334964011 -1.6494511772849643 1.8531610191557124 0.81083862614564495 7.0547168861572178 5.5942412444748228 -11.237319149793912 -9.5989459316505936 0.43914110656143829 4.7295762487885291 -36.614851140421337 0.78197903968106153 -3.1827284321064666 0.12356815976544006 -1.7393340941100111 -7.375154007530913 -3.6844383540712995 leaf_weight=8163 17928 1622 593 258 881 69 2229 697 1687 45 49 126 208 43 21 1201 310 1335 443 72 76 213 11861 21 838 380 31103 1883 52 66 leaf_count=8163 17928 1622 593 258 881 69 2229 697 1687 45 49 126 208 43 21 1201 310 1335 443 72 76 213 11861 21 838 380 31103 1883 52 66 internal_value=0.00140556 0.000744459 0.00171376 0.000278946 -0.00051147 -0.00530514 0.00329232 0.000272862 -0.000524486 -0.00292828 -0.00583355 -0.00435994 -0.00928063 -0.0168696 0.00233432 0.000102477 -0.00150459 0.001208 0.000431105 -0.00269091 -0.00772775 -0.00388927 0.00280828 -0.0196559 0.00133803 -0.000269294 2.58804e-05 -0.000604486 -0.00263668 -0.0119322 internal_weight=84473 66545 21590 44955 4708 662 2487 4046 3165 1478 781 689 253 92 16882 42468 436 5000 3665 825 382 289 11882 93 2840 1218 41267 10164 2001 118 internal_count=84473 66545 21590 44955 4708 662 2487 4046 3165 1478 781 689 253 92 16882 42468 436 5000 3665 825 382 289 11882 93 2840 1218 41267 10164 2001 118 is_linear=0 shrinkage=0.04 Tree=162 num_leaves=31 num_cat=0 split_feature=28 23 0 28 1 23 30 9 28 15 14 35 27 30 1 0 35 30 27 1 0 30 3 27 0 13 28 16 27 11 split_gain=84.0912 14.741 13.9477 18.1091 15.1596 16.5449 29.0649 7.98881 7.41103 7.80551 7.21108 5.86146 5.19428 4.68779 4.61541 4.56594 5.99309 4.51752 4.51462 4.31117 4.3093 4.37525 4.29758 4.11116 5.01092 4.73145 4.1063 4.04264 3.70717 3.48616 threshold=20512.406723452277 1471.2150000000004 19.500000000000004 21695.761703739918 1.5000000000000002 -1028.0459999999991 304.21974163512596 0.98296291314453421 19524.404585156619 20572.042250000002 -0.55656394595157355 20880.34066592262 -1018.7590000000017 405.8782314498589 1.0000000180025095e-35 20.500000000000004 18833.335751488095 69.069119110978434 737.8585000000013 2.5000000000000004 1.0000000180025095e-35 340.95608111853102 247.50000000000003 -845.38250000000141 8.5000000000000018 0.55656748448714433 17548.128579975004 19819.338000000003 -285.7662499999978 -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=1 7 -2 4 -4 -6 22 8 11 17 -8 18 -12 -9 20 16 -11 -10 23 -14 21 -13 -7 24 25 -1 -22 -19 -18 -25 right_child=2 -3 3 -5 5 6 10 13 9 15 12 14 19 -15 -16 -17 28 27 -20 -21 26 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.81144003275962562 12.56660328021651 10.927437156595392 1.1836763721579426 16.674789425615508 1.0058881067192345 1.4068476848727947 -0.14040699369821438 0.65267747541236132 4.7393114133661625 -1.5774049953727285 -6.9439394062451028 -0.23619676457068425 -6.4106122778947858 17.084516668589941 1.840391586900874 -0.14873902283828702 -23.293825330449131 3.9386313397339405 -1.8751686555574423 -11.02724457907097 -0.69639759394072087 -2.6555812866039084 -2.2676138389037579 -0.25992174922067263 -0.6601310678229676 -6.2434322363880277 1.9510079131635485 0.22989000583349473 -0.97859880673773936 0.20088466908837815 leaf_weight=59 21549 2574 1107 2012 299 248 33 1148 2179 217 53 41 95 1534 1971 702 29 2293 1555 106 228 24 62 8406 1932 45 346 3434 33 30159 leaf_count=59 21549 2574 1107 2012 299 248 33 1148 2179 217 53 41 95 1534 1971 702 29 2293 1555 106 228 24 62 8406 1932 45 346 3434 33 30159 internal_value=0.00138946 0.000558081 0.00330527 0.00114072 -0.00155167 -0.00541964 -0.00926633 0.000422828 0.000316329 0.00137144 -0.018439 0.000106867 -0.0207244 0.00255332 0.00194636 -0.00199388 -0.00632258 0.00178902 -7.02139e-06 -0.0236617 -0.00100782 -0.0107692 -0.000774193 7.39885e-05 -0.0016778 -0.0102308 9.75611e-05 0.00119923 -0.0172903 0.000166472 internal_weight=84473 58909 25564 4015 2003 896 597 56335 53653 8887 287 44766 254 2682 2610 981 279 7906 42156 201 639 65 310 40601 2036 104 574 5727 62 38565 internal_count=84473 58909 25564 4015 2003 896 597 56335 53653 8887 287 44766 254 2682 2610 981 279 7906 42156 201 639 65 310 40601 2036 104 574 5727 62 38565 is_linear=0 shrinkage=0.04 Tree=163 num_leaves=31 num_cat=0 split_feature=28 23 30 17 30 27 28 1 15 24 24 10 28 35 0 1 27 9 23 1 0 0 14 0 30 23 1 23 9 15 split_gain=84.7834 17.9527 12.1211 21.257 9.57718 9.0286 8.5765 8.155 13.4224 10.7374 7.31127 9.36018 6.06444 5.59574 5.05076 6.57358 4.51615 4.27181 4.65864 4.07729 8.06905 4.30935 3.96171 4.59911 5.00923 4.24098 3.86982 4.52085 3.78902 5.37226 threshold=21377.470563991137 695.71550000000036 90.286910347151689 18703.367500000004 425.19547666520094 -64.586250000003915 19098.659764133641 2.5000000000000004 21544.236250000005 -1582.5997500000001 -255.51000000000201 -0.78656609248549325 14522.782134978535 18705.788785342265 20.500000000000004 1.5000000000000002 483.60225000000179 0.60355339059327384 115.53375000000052 2.5000000000000004 12.500000000000002 13.500000000000002 -0.5129677127369543 21.500000000000004 337.44273729936612 -1560.6324999999995 1.0000000180025095e-35 -456.25699999999955 0.60355339059327384 16542.722000000005 decision_type=2 2 2 2 2 2 2 2 2 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 6 7 13 22 28 -10 16 19 -13 -3 -14 -16 26 -1 -19 -12 -21 -22 -4 24 -24 -25 -7 -28 -9 -30 right_child=-2 4 5 -5 -6 10 -8 8 9 -11 11 12 14 -15 15 -17 -18 18 -20 20 21 -23 23 25 -26 -27 27 -29 29 -31 leaf_value=0.48060776149329193 25.310045054828624 -0.71610083975437266 0.43748150112507367 4.0873755490636903 17.143961044258067 -0.46875778700646431 6.1384037631279611 -0.74362499251768288 0.18032352800560816 -10.054766041354348 -0.48258057002135246 -0.3414435372124659 3.3230744960252987 3.7421737771505179 0.62151811699192794 -4.6129433152395913 -0.94715557691992847 -0.047149911779452873 -2.9021965758660149 0.89330116088419342 -11.023065794491849 -0.42866558120277293 -0.50024670493484336 -0.54105034072961722 -2.8557022668898102 0.9043648202465373 0.73930564881464 -0.69969971914391693 -0.49471223724517549 -7.0501525548974353 leaf_weight=5744 17928 2151 4990 6917 3850 2420 2364 3611 33 74 1040 1350 7592 879 200 95 2461 4625 655 163 115 44 3816 771 979 1543 5908 1767 174 214 leaf_count=5744 17928 2151 4990 6917 3850 2420 2364 3611 33 74 1040 1350 7592 879 200 95 2461 4625 655 163 115 44 3816 771 979 1543 5908 1767 174 214 internal_value=0.00137336 0.000715606 0.00045172 0.00131342 0.00235136 5.89432e-05 0.00126363 -0.000665227 -0.00220555 -0.0161869 0.000565753 0.00133937 0.00179582 -0.000145214 0.00221986 -0.00291525 -8.72888e-05 0.000222787 -0.000598485 -0.00175624 -0.00568944 -0.0121006 -0.000142491 -0.00074891 -0.00145568 0.000715644 0.000287271 0.000727036 -0.00183146 -0.00558763 internal_weight=84473 66545 57301 17941 9244 39360 5394 16205 4106 107 23155 10599 9237 3030 7887 295 12556 11024 5280 1362 322 159 12099 7109 4795 2314 10095 7675 3999 388 internal_count=84473 66545 57301 17941 9244 39360 5394 16205 4106 107 23155 10599 9237 3030 7887 295 12556 11024 5280 1362 322 159 12099 7109 4795 2314 10095 7675 3999 388 is_linear=0 shrinkage=0.04 Tree=164 num_leaves=31 num_cat=0 split_feature=28 23 28 30 16 0 28 1 30 13 30 22 9 33 9 30 23 1 30 21 1 23 17 21 14 27 0 13 27 9 split_gain=82.9094 15.7977 9.9789 13.8291 11.2687 8.94373 16.4859 12.8085 11.914 8.65591 8.12371 7.47471 7.01095 6.03002 5.26232 4.40016 10.5099 4.38551 4.235 4.14656 3.87162 4.32679 9.08707 4.88309 3.595 3.30321 3.8957 4.08329 3.62972 3.68809 threshold=20966.029919703706 1471.2150000000004 19557.836313089425 128.0182370224644 19819.338000000003 19.500000000000004 21695.761703739918 1.5000000000000002 561.02947301335178 -0.96235977360714686 633.14466143343873 20329.109500000002 0.60355339059327384 17162.992500000004 0.78656609248549325 204.3741037008439 -987.24549999999897 1.5000000000000002 295.02951886111089 19820.407750000002 2.5000000000000004 -1137.0874999999985 21826.095000000005 19504.791250000006 -0.23537842981696178 -845.38250000000141 8.5000000000000018 0.3261394409934788 608.34925000000305 0.91597561503675362 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 -4 -5 -2 7 -7 9 11 13 -9 20 25 -12 -11 -17 -14 -18 -20 -6 -22 -23 -24 -19 26 27 -1 -27 -30 right_child=5 -3 3 4 12 6 -8 8 -10 15 14 -13 17 -15 -16 16 18 24 19 -21 21 22 23 -25 -26 28 -28 -29 29 -31 leaf_value=1.3097061962567709 19.031514017611578 11.347953801335059 3.7031213439837978 6.432602809759719 0.076982345638436325 1.5603231921013054 14.995396046397707 -4.4837590076471363 -12.009762810366349 3.5650095535538631 -1.5118060645463112 -10.000334256150966 0.81675461568275154 1.784705226913867 18.681335260964197 0.50063438424722817 -1.5194804978939436 -4.5592940784562295 -3.1783246719473404 -8.348766815229812 0.76459789838753833 -1.8209770258697087 -3.9223770229358821 -8.2147090672172656 -11.75023980386956 0.12492624407508729 -0.6108501108243336 -5.3658202033479725 -1.6004554024920654 1.5696265426514364 leaf_weight=42 18119 2977 6136 1775 3524 627 2012 23 36 111 182 26 49 1408 1328 154 40 58 29 71 254 742 46 35 48 39766 1876 71 2219 689 leaf_count=42 18119 2977 6136 1775 3524 627 2012 23 36 111 182 26 49 1408 1328 154 40 58 29 71 254 742 46 35 48 39766 1876 71 2219 689 internal_value=0.00137147 0.000644998 0.000504448 0.00150217 0.0002211 0.00353313 0.00155833 -0.00233841 -0.00718367 -0.00542731 0.000238835 -0.0213061 -0.000793944 0.000144212 0.00312583 -0.00350617 -0.00606803 -0.00916129 -0.014 -0.0184 -0.000512062 -0.00261096 -0.00401944 -0.0167407 -0.0137358 6.29605e-05 -0.00153042 -0.00874336 0.000137227 -0.00122696 internal_weight=84473 63225 60248 12667 6531 21248 3129 1117 490 454 47581 49 4756 46071 1510 405 294 155 140 100 4601 1077 823 81 106 44663 1989 113 42674 2908 internal_count=84473 63225 60248 12667 6531 21248 3129 1117 490 454 47581 49 4756 46071 1510 405 294 155 140 100 4601 1077 823 81 106 44663 1989 113 42674 2908 is_linear=0 shrinkage=0.04 Tree=165 num_leaves=31 num_cat=0 split_feature=28 23 30 17 30 27 31 22 1 15 24 10 24 30 1 14 9 28 10 30 9 0 30 20 32 33 11 23 27 24 split_gain=83.7674 17.317 12.392 18.5731 9.52007 8.66477 8.38524 7.60014 7.53685 14.2644 8.78167 7.10317 8.54924 5.04221 4.69861 4.08518 3.87227 3.71379 4.45726 8.77618 3.71182 3.69085 4.69721 3.87563 3.6883 3.68499 3.62738 3.59142 3.58845 3.43546 threshold=21422.717442394216 695.71550000000036 68.153762137691203 18335.135000000006 430.806655812781 -25.639999999995776 18484.867296875007 15374.369000000001 2.5000000000000004 21544.236250000005 -1582.5997500000001 -0.78656609248549325 -456.32250000000016 337.44273729936612 1.0000000180025095e-35 -0.5129677127369543 0.60355339059327384 19098.659764133641 -0.60355339059327384 204.3741037008439 -0.91597561503675329 21.500000000000004 337.44273729936612 17301.657500000005 2253.1442789709522 14498.311500000002 -0.8783796973249266 -52.891250000000575 526.26749999999913 2110.6962500000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 16 6 8 17 -7 15 -10 -11 -9 14 -12 -13 -4 20 18 -3 29 -1 22 24 -23 26 -14 -17 -18 -16 -20 right_child=-2 4 5 -5 -6 7 -8 11 9 10 13 12 25 -15 28 21 27 -19 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.55456961560764217 25.049827986912405 1.337650767123264 0.47262430331972222 4.2047390251607153 16.244108055360904 -0.27779192860539165 6.1865208430884655 -0.76429916921253249 -0.93142253051799873 0.035021973942385591 -5.7440806995141838 -0.4892615737189665 1.3299885521021901 -11.279963048531615 0.76447600348326372 -1.3818071477264102 0.053018487678360107 2.926709080875598 -2.7107922511524651 -0.24580926763068203 0.81259748170783253 -0.52466457856424475 -2.4329946574723915 0.80144338879952604 0.75638460328058987 4.0513991378482244 -0.53377414768710918 -1.0393329200161106 -1.1931431606373162 -5.6654063456159136 leaf_weight=533 17596 919 5900 5590 3839 7801 2093 2219 4747 38 27 1621 4004 60 4253 608 2613 1041 303 1032 3171 843 1031 1613 1728 4843 2526 1192 602 87 leaf_count=533 17596 919 5900 5590 3839 7801 2093 2219 4747 38 27 1621 4004 60 4253 608 2613 1041 303 1032 3171 843 1031 1613 1728 4843 2526 1192 602 87 internal_value=0.00136247 0.00071636 0.000457447 0.00153874 0.00231651 0.000138899 0.00124566 0.00062392 -0.000503948 -0.00186207 -0.0152 0.00108585 0.00139216 -0.0222069 0.000287832 -3.95816e-05 0.00023918 1.41929e-05 -0.000869714 -0.00227285 0.00115983 -0.000608935 -0.00115187 0.000693811 -0.000631839 0.00220052 -0.0014499 -0.00065703 0.000910402 -0.00738462 internal_weight=84473 66877 57563 13099 9314 44464 5475 25343 19121 4872 125 17542 15323 87 6476 14249 7509 3382 2341 1422 3704 8349 5893 2456 4862 8847 3134 3805 4855 390 internal_count=84473 66877 57563 13099 9314 44464 5475 25343 19121 4872 125 17542 15323 87 6476 14249 7509 3382 2341 1422 3704 8349 5893 2456 4862 8847 3134 3805 4855 390 is_linear=0 shrinkage=0.04 Tree=166 num_leaves=31 num_cat=0 split_feature=28 23 19 0 28 1 23 30 2 9 30 18 28 31 23 15 15 30 10 0 1 26 34 25 32 35 10 1 17 18 split_gain=81.6559 15.8049 10.6798 7.87925 16.5047 13.7597 8.93695 22.4564 7.61951 9.89041 10.1942 7.78709 7.21631 6.96373 5.31971 5.37126 5.27062 4.6174 5.10515 6.96925 8.92393 6.54762 4.23255 4.1233 3.9166 3.86404 3.84701 3.75394 3.72055 6.48079 threshold=21124.13733684097 1471.2150000000004 20173.572500000002 19.500000000000004 21695.761703739918 1.5000000000000002 -1028.0459999999991 285.57924260621616 4.5000000000000009 0.91597561503675362 288.63421104680657 17533.752500000006 14247.063513330953 18453.157812500005 -1157.7625000000005 21072.117000000002 21192.802500000002 111.91953627255184 -0.9159756150367534 12.500000000000002 2.5000000000000004 603.83250000000055 21096.583000000002 -1715.8625000000009 1947.231428214772 18528.421669642859 0.60355339059327384 1.0000000180025095e-35 18335.135000000006 16136.294000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 -2 5 -5 -7 -8 9 10 11 28 -11 23 27 -16 24 -13 19 -19 -21 -22 -10 -4 -15 -25 -18 -12 -1 -30 right_child=3 -3 13 4 -6 6 7 -9 22 12 14 17 -14 16 15 -17 26 18 -20 20 21 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_value=0.014197094328773092 21.179241286398046 10.845768282288631 2.4554489447401351 1.1276316942303719 13.393587085065281 0.41620363137279315 0.50745595225269291 -9.7913626686127966 -0.063343504933928957 -1.4254450593853105 -0.52284336631835393 1.7893391493995108 6.218713729251645 -0.4051377332104279 -1.0060613476363476 -4.2637194568639494 -6.5221307406943536 2.1602038754933255 0.83463931111159984 -1.9492174023611801 -9.6843347277092136 -15.830397125266364 -0.63344964927346015 0.047496741135681753 3.3304430430714111 -1.6108661013351462 0.51236896429376677 0.25994744901799727 -9.6896176882584797 -1.5049028565361999 leaf_weight=7362 17081 3096 780 456 2012 114 115 142 13988 507 1220 5657 3360 704 2793 304 155 550 6103 214 75 35 3350 2258 7420 462 151 3643 69 297 leaf_count=7362 17081 3096 780 456 2012 114 115 142 13988 507 1220 5657 3360 704 2793 304 155 550 6103 214 75 35 3350 2258 7420 462 151 3643 69 297 internal_value=0.00135963 0.000668784 0.000528304 0.00359839 0.00164706 -0.00311004 -0.00883019 -0.012965 0.00026951 0.000633633 0.00037455 0.000849033 0.00253116 0.00160268 -0.000839196 -0.00213497 0.00222539 0.00146082 0.000772252 -0.00208696 -0.00674074 -0.016 -0.000406506 0.000102857 0.0024195 -0.000632353 -0.0029281 -1.3983e-05 -0.000151139 -0.00408743 internal_weight=84473 64553 61457 19920 2839 827 371 257 49527 32189 28322 20362 3867 11930 7960 3097 8430 12634 6977 874 324 110 17338 3500 8124 2720 306 4863 7728 366 internal_count=84473 64553 61457 19920 2839 827 371 257 49527 32189 28322 20362 3867 11930 7960 3097 8430 12634 6977 874 324 110 17338 3500 8124 2720 306 4863 7728 366 is_linear=0 shrinkage=0.04 Tree=167 num_leaves=31 num_cat=0 split_feature=28 23 30 30 29 0 28 1 30 13 22 28 34 15 28 30 10 30 15 0 3 24 30 27 27 22 10 24 14 27 split_gain=82.4149 15.3406 10.2715 8.88803 11.499 8.8043 14.5056 13.3795 13.2527 11.7206 7.9819 6.4393 6.07699 6.34491 5.05755 5.00789 4.77676 9.74749 4.72812 4.57533 4.1246 3.48961 12.5491 3.85509 3.36034 4.12219 5.60438 4.84034 3.9181 3.31952 threshold=20966.029919703706 695.71550000000036 374.68234425446718 47.0182400597973 17682.184985720221 19.500000000000004 21886.23163247895 1.5000000000000002 534.66535094519145 -0.97113884758256674 20329.109500000002 19098.659764133641 24051.162500000002 21072.117000000002 20113.359122440077 132.08540976130013 -0.60355339059327384 204.3741037008439 20748.365000000002 20.500000000000004 96.500000000000014 -1236.4760000000003 298.02129676399846 -542.1712499999993 -25.639999999995776 15374.369000000001 -0.78656609248549325 -444.5344999999997 0.76556758748011056 694.55449999999939 decision_type=2 2 2 2 2 2 2 2 2 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 4 -1 -2 7 -7 9 10 -9 16 13 14 24 -16 -3 -18 -17 20 -20 -11 -23 -24 -5 -26 -27 28 -28 -14 right_child=5 2 -4 12 -6 6 -8 8 -10 21 -12 -13 29 -15 15 18 17 -19 19 -21 -22 22 23 -25 25 26 27 -29 -30 -31 leaf_value=0.11585041308196864 17.15504594473558 1.80104995570515 10.547553005003172 -0.25748564735824098 3.3836705367648348 1.4546758970439595 19.294721012597403 -3.9385375427489242 -10.837313861576021 0.9128302448962049 -8.9182450893178586 4.7314929807851955 1.36177649324529 -2.5791586070428121 2.9411562969183365 1.4436228351883325 -3.6343718892721477 0.083499330917814543 -6.4647602435711544 0.53908848340458837 -2.1431600659382504 1.1735736895459097 -4.6376471231573282 -6.9615357344166515 -0.30038009713043007 -1.0061958094432528 0.26181461862301442 1.8536598502568276 -0.88466426706208501 -2.5244238543418445 leaf_weight=4303 18119 1076 4176 15698 3488 742 1784 21 65 177 29 1828 3294 569 2264 1489 427 1153 77 304 266 192 61 58 8473 1939 4180 7120 1011 90 leaf_count=4303 18119 1076 4176 15698 3488 742 1784 21 65 177 29 1828 3294 569 2264 1489 427 1153 77 304 266 192 61 58 8473 1939 4180 7120 1011 90 internal_value=0.00134969 0.000625386 0.00218938 0.000377165 0.00162803 0.00350489 0.00154554 -0.00159108 -0.00601658 -0.00395539 -0.0224 0.000859947 0.000168812 4.14844e-05 9.72422e-05 0.00138182 -0.00039759 -0.00179747 -7.49049e-06 -0.00286244 -0.00602915 -0.00206557 -0.00461736 -0.0148235 -4.98684e-05 0.000261057 0.000676491 0.000991309 6.24159e-05 0.00180142 internal_weight=84473 63225 8660 54565 7791 21248 3129 1345 603 538 50 4484 46774 43390 42821 4400 2656 1580 2136 647 343 488 311 119 38421 22723 14250 12311 5191 3384 internal_count=84473 63225 8660 54565 7791 21248 3129 1345 603 538 50 4484 46774 43390 42821 4400 2656 1580 2136 647 343 488 311 119 38421 22723 14250 12311 5191 3384 is_linear=0 shrinkage=0.04 Tree=168 num_leaves=31 num_cat=0 split_feature=28 28 9 30 30 1 15 24 10 0 30 28 27 30 0 28 27 9 26 30 23 14 30 0 19 2 6 9 0 28 split_gain=82.2355 17.3521 15.6299 21.4455 10.3736 7.40837 10.2903 6.48036 5.70824 12.6737 5.63208 5.44772 4.87143 4.76829 7.13419 4.70457 4.67597 5.2405 4.45843 4.00958 3.92059 7.05333 3.93195 3.9094 5.99401 3.75311 4.20263 3.65589 3.49827 9.70553 threshold=21377.470563991137 17802.98248435817 0.78656609248549325 105.04886393687062 561.02947301335178 2.5000000000000004 21499.696000000004 -1619.7617500000013 -0.9159756150367534 12.500000000000002 337.44273729936612 20051.580289639111 -1157.1825000000006 337.44273729936612 21.500000000000004 19244.76989014084 -86.990000000001586 0.60355339059327384 1914.6787499999994 47.0182400597973 817.79799999999989 -0.23537842981696178 182.3310804235025 18.500000000000004 21408.982500000002 1.5000000000000002 1.0000000180025095e-35 0.91597561503675362 19.500000000000004 21695.761703739918 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 11 25 13 8 -8 9 -7 -9 19 15 -5 -15 -4 17 23 -11 -3 21 -19 -23 -10 -25 -1 -27 -6 -2 -30 right_child=28 2 12 5 27 6 7 10 16 18 -12 -13 -14 14 -16 -17 -18 20 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31 leaf_value=0.46063870891795466 26.256935544147709 2.3403959842858955 -5.3499074403542499 1.1230605006068668 -9.6324109417860608 0.74985731968618541 0.21451385588804303 -4.201979117049512 1.4393330430487319 -9.5374649698277683 -8.3985169260219799 4.8338343143822753 11.12199594102259 -1.6412343736417108 0.29293035628136888 1.225029929640495 1.4762591247662094 -3.8941816062967378 -13.857076393478678 0.50854369493799667 2.660965543677055 -9.9492817489114866 -13.606407103033884 -0.75553064130304737 -2.8185309248132184 -0.085079763106886988 -1.9369562229663708 12.816411090803859 -3.1487435046182588 12.74007610679403 leaf_weight=6915 15459 1918 53 8247 51 279 37 35 630 189 60 4891 4838 1549 2815 200 1353 100 23 3016 41 22 28 1199 57 25838 867 1294 457 2012 leaf_count=6915 15459 1918 53 8247 51 279 37 35 630 189 60 4891 4838 1549 2815 200 1353 100 23 3016 41 22 28 1199 57 25838 867 1294 457 2012 internal_value=0.00134116 0.000693366 0.00137302 0.000982899 7.95082e-05 0.000108978 -0.00137873 -0.0123636 -0.00100893 -0.00504277 -0.0178947 0.00246514 0.00340287 0.000587107 -0.000482126 -0.0020079 -0.000431487 -0.0016235 -0.0124151 0.00152736 -0.00793717 -0.0109333 -0.0232 -0.000984093 -0.00227389 -5.82985e-05 -0.000273357 0.00352416 0.00374565 0.00234751 internal_weight=84473 66545 31580 26489 34965 16664 4053 132 3921 491 95 9825 5091 12611 4364 253 3430 2077 212 4934 191 150 50 1886 1256 33620 26705 1345 17928 2469 internal_count=84473 66545 31580 26489 34965 16664 4053 132 3921 491 95 9825 5091 12611 4364 253 3430 2077 212 4934 191 150 50 1886 1256 33620 26705 1345 17928 2469 is_linear=0 shrinkage=0.04 Tree=169 num_leaves=31 num_cat=0 split_feature=28 10 28 30 1 23 30 14 28 16 30 9 3 27 21 28 29 15 9 15 28 27 14 16 18 17 30 35 1 3 split_gain=83.1713 14.7859 15.3937 14.0295 13.6046 14.9317 22.5036 10.5644 7.55453 7.17278 9.09346 6.70344 5.30331 5.01018 5.23941 4.76006 4.47425 3.59695 4.30347 4.27957 4.20903 3.58975 3.86025 4.6104 10.4532 4.55556 3.85742 3.31237 3.9529 3.91329 threshold=20345.276365955404 0.37940952255126048 21886.23163247895 633.14466143343873 1.5000000000000002 -1028.0459999999991 258.5448062696351 -0.29342786347392819 17802.98248435817 17968.644000000004 47.0182400597973 0.78656609248549325 239.50000000000003 -1049.2915000000028 19398.704500000003 21377.470563991137 18366.544711087463 17572.698 -0.78656609248549303 17786.922250000007 17086.391449324881 -363.66249999999667 0.063390085881955341 20639.471250000006 18566.652000000006 20170.152750000005 344.46933688805467 20723.546822916669 2.5000000000000004 353.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 15 4 8 -3 -6 -7 12 17 -10 -11 -5 -8 -9 -15 21 -12 20 19 -19 -1 22 -2 -24 25 -25 -26 28 -18 -29 right_child=1 2 -4 11 5 6 7 13 9 10 16 -13 -14 14 -16 -17 27 18 -20 -21 -22 -23 23 24 26 -27 -28 29 -30 -31 leaf_value=-0.038834700760360372 3.7433239990289957 1.1865726286178249 18.013329127821745 -1.5331698614283296 1.0817649263879223 0.57590270355416817 0.61926760782077239 -4.6977947273119289 4.418285195094545 2.6347763189814777 -1.3126353466686649 17.876862585054962 -6.0785163630996841 -3.6344628484309092 -7.8538764045282345 25.22444537724996 0.41838833973773482 -1.6088594505547624 -0.42904810725662751 -4.4313754274819397 1.1087576937659529 5.6152513253478267 5.8967615617415525 -6.0476324000885961 0.87178148768017427 -16.129300928284984 -18.258709138683663 1.5607590884441147 -0.71582245625545682 -1.6281639549068163 leaf_weight=28266 1475 1400 1784 269 397 349 95 49 3282 2228 918 2405 29 61 221 15458 9403 152 2153 54 3272 5193 286 56 307 29 35 1644 3178 25 leaf_count=28266 1475 1400 1784 269 397 349 95 49 3282 2228 918 2405 29 61 221 15458 9403 152 2153 54 3272 5193 286 56 307 29 35 1644 3178 25 internal_value=0.00133359 0.00315369 0.00102623 0.000468061 -0.000936563 -0.00405995 -0.00719403 -0.0130549 0.000329455 0.000932005 0.000608416 0.00329693 -0.00309677 -0.0167855 -0.0188369 0.00356215 0.000257912 -3.81153e-05 -0.00154472 -0.00706796 7.45768e-05 0.00272646 0.00136746 -0.00104909 -0.0036815 -0.0162353 -0.000561403 0.000432281 0.000210158 0.00210665 internal_weight=84473 27224 4385 57249 2601 1201 804 455 54575 20678 17396 2674 124 331 282 22839 15168 33897 2359 206 31538 7381 2188 713 427 85 342 14250 12581 1669 internal_count=84473 27224 4385 57249 2601 1201 804 455 54575 20678 17396 2674 124 331 282 22839 15168 33897 2359 206 31538 7381 2188 713 427 85 342 14250 12581 1669 is_linear=0 shrinkage=0.04 Tree=170 num_leaves=31 num_cat=0 split_feature=28 30 28 10 3 1 24 28 9 30 9 30 23 24 15 1 34 27 2 6 17 27 33 24 34 15 22 19 22 23 split_gain=83.0104 14.1058 13.8902 17.1704 10.9373 11.0323 14.948 6.9915 7.06893 7.59653 6.70344 5.59662 5.53072 5.1509 4.72455 3.98528 4.89264 4.64402 3.52266 3.48615 3.26427 3.16658 3.06914 3.3307 2.9258 2.89395 3.28875 3.09588 2.77872 2.76854 threshold=20345.276365955404 633.14466143343873 21695.761703739918 0.37940952255126048 239.50000000000003 1.5000000000000002 -1462.6187499999994 17802.98248435817 0.91597561503675362 47.0182400597973 0.78656609248549325 514.39566459086393 -1065.0200000000011 -505.03600000000091 21779.480000000007 2.5000000000000004 23025.417500000003 -783.47750000000076 1.5000000000000002 1.0000000180025095e-35 17223.070000000003 -345.36500000000154 14699.270000000002 -3153.5654999999983 16498.5275 17534.285000000003 18192.315000000006 21408.982500000002 20978.991000000005 838.7212499999988 decision_type=2 2 2 2 2 2 2 2 2 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 21 11 -6 -7 18 9 -9 -3 -5 -13 -14 28 17 -17 -11 22 24 -19 29 -1 -24 -20 26 -26 -27 -8 -2 right_child=2 10 -4 4 5 6 14 8 -10 15 -12 12 13 -15 -16 16 -18 20 19 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31 leaf_value=0.20857592357782181 1.5034672843354913 -1.4718430669712024 30.321568310432486 1.1300915686981698 -0.25668876982119954 1.2983105058515312 -4.0609982671550897 2.4334740317641641 9.7584687379437884 -0.43934123969824085 17.16178808165278 0.019116026075137901 -6.7905948830626253 -0.078094368453148669 -9.6732420988285064 -0.98244582342974529 1.4572185482338627 5.251536951643458 -2.4574810303315857 -1.8579245860172953 0.59187185712869195 6.0098330304791352 -2.8379110155288512 2.2845161677537931 -0.050833079529064025 -0.52514298782622493 1.0079785439662323 -3.4241474584189588 -4.5625941405335837 11.450247980187976 leaf_weight=5710 2094 269 15604 1382 397 92 148 2343 1369 1866 2405 150 63 38 77 3446 792 1090 494 867 9772 6429 30 1284 21473 2038 1963 38 26 724 leaf_count=5710 2094 269 15604 1382 397 92 148 2343 1369 1866 2405 150 63 38 77 3446 792 1090 494 867 9772 6429 30 1284 21473 2038 1963 38 26 724 internal_value=0.00132506 0.000460375 0.0031434 0.00209639 -0.000938896 -0.00497297 -0.0102274 0.000321393 0.000901054 0.000704128 0.00329693 0.000889161 -0.00460558 -0.0118416 -0.0152829 0.000409289 -0.000653138 0.000763042 -3.22151e-05 -0.000240688 0.00107973 0.00287531 0.000765376 0.00250837 -0.000157502 -9.84633e-05 2.83326e-05 -0.00152986 -0.0116322 0.00175727 internal_weight=84473 57249 27224 11620 2373 740 343 54575 20678 19309 2674 1633 251 101 251 16966 4238 12728 33897 26873 10862 9247 7024 1314 26006 25512 23436 2076 174 2818 internal_count=84473 57249 27224 11620 2373 740 343 54575 20678 19309 2674 1633 251 101 251 16966 4238 12728 33897 26873 10862 9247 7024 1314 26006 25512 23436 2076 174 2818 is_linear=0 shrinkage=0.04 Tree=171 num_leaves=31 num_cat=0 split_feature=28 23 28 30 16 30 0 28 1 30 13 3 9 33 9 1 27 30 23 14 0 30 0 1 20 33 27 0 30 34 split_gain=81.8268 15.0802 9.7517 13.1899 10.5499 9.26719 7.43147 13.7031 11.5366 12.7805 9.05056 7.78829 6.62098 5.25578 4.04981 3.95174 3.26931 3.22957 5.98154 3.21621 3.11023 4.96668 4.4603 9.89403 3.20642 3.29838 3.06564 3.28241 4.63999 3.20064 threshold=21124.13733684097 1553.2549999999994 19557.836313089425 126.75441879148497 19784.527500000004 633.14466143343873 19.500000000000004 21886.23163247895 1.5000000000000002 534.66535094519145 -0.86976336936302323 273.50000000000006 0.60355339059327384 17162.992500000004 0.78656609248549325 1.5000000000000002 737.8585000000013 499.11774944669639 -1028.0459999999991 -0.23537842981696178 21.500000000000004 304.21974163512596 10.500000000000002 1.0000000180025095e-35 22036.042500000007 16962.998750000002 -845.38250000000141 8.5000000000000018 130.76805520427573 16498.5275 decision_type=2 2 2 2 2 2 2 2 2 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 -5 13 -2 8 -8 10 11 -10 17 16 -7 -14 26 20 -19 -17 21 24 23 -23 -6 -26 27 28 -1 -28 right_child=6 -3 3 4 12 14 7 -9 9 -11 -12 -13 15 -15 -16 19 -18 18 -20 -21 -22 22 -24 -25 25 -27 29 -29 -30 -31 leaf_value=-7.2883090886964963 17.87941092785934 10.121597478564782 3.2209493575075756 6.3069926115837092 0.94091752469470735 -1.2910392728938214 1.7179668462447832 16.079933230291608 -8.5256543218431009 -10.368120694428772 -1.5993920076266215 -4.4612535957915025 0.15899983138573517 1.6026917370095894 15.219166731110583 -3.6868301325888782 -1.6470952876479887 -0.001082245569223538 -3.5919270560455847 -9.9549276873353865 1.6618314636590676 -13.365231511111444 -1.4525953359974364 -1.2488200408057601 -0.90514571575792158 -1.9483308726039792 -1.033043200409943 -0.5469353867365877 -1.0577567762235602 0.12781268077297261 leaf_weight=35 17081 2872 6755 1853 2358 182 571 1784 28 52 345 59 63 1408 1392 65 1655 480 300 62 716 48 744 77 431 22 1287 1876 97 39775 leaf_count=35 17081 2872 6755 1853 2358 182 571 1784 28 52 345 59 63 1408 1392 65 1655 480 300 62 716 48 744 77 431 22 1287 1876 97 39775 internal_value=0.00131512 0.00062355 0.000491626 0.00142092 0.000232165 0.000219423 0.00355622 0.00166115 -0.00195261 -0.00649587 -0.00424074 -0.0157701 -0.000666418 0.000116446 0.00323761 -0.008 4.06933e-05 -0.000397218 -0.00276923 -0.012063 2.3658e-05 -0.000445652 -0.00308861 -0.01008 0.000371398 -0.00271082 0.000107732 -0.00141833 -0.00751515 0.000182359 internal_weight=84473 64553 61681 13974 7219 47707 19920 2839 1055 484 432 87 5366 46133 1574 190 44725 5176 780 127 4396 3680 869 125 2811 453 43070 2008 132 41062 internal_count=84473 64553 61681 13974 7219 47707 19920 2839 1055 484 432 87 5366 46133 1574 190 44725 5176 780 127 4396 3680 869 125 2811 453 43070 2008 132 41062 is_linear=0 shrinkage=0.04 Tree=172 num_leaves=31 num_cat=0 split_feature=28 28 30 0 9 13 27 30 0 29 33 23 1 23 30 0 1 0 30 34 17 15 26 3 30 30 0 28 35 30 split_gain=81.7661 16.2976 14.7885 13.3229 8.30594 8.12987 5.72187 5.63115 6.29435 4.93424 4.7614 5.82685 6.66531 4.68304 6.0722 7.00204 4.94982 9.72339 9.0932 4.8613 4.8447 4.6472 4.85491 3.74352 3.48588 3.45321 3.36951 2.95655 2.85387 2.83856 threshold=21512.492539524192 19524.404585156619 561.02947301335178 19.500000000000004 0.78656609248549325 -0.814291907305839 -336.74250000000023 523.30664346596188 21.500000000000004 21875.161398829474 15960.078000000001 -89.279500000001448 1.0000000180025095e-35 817.79799999999989 114.38058721597183 9.5000000000000018 1.0000000180025095e-35 10.500000000000002 192.2420466690956 21879.028500000004 18245.552750000006 21638.008500000004 -172.73399999999944 349.50000000000006 245.11761584494479 44.719500166895713 1.0000000180025095e-35 17548.128579975004 20552.565467633933 20.252962742566357 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 6 -4 21 13 23 9 -9 29 12 26 14 -3 20 17 18 -17 -20 -16 -5 -23 -7 -22 -13 -12 28 -28 -1 right_child=-2 3 4 5 -6 7 -8 8 -10 -11 11 25 -14 -15 15 16 -18 -19 19 -21 24 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.53324161319495034 22.098063847482681 2.6405370169684552 -1.7153102066708672 -2.1886626866208481 13.608473928883837 0.74281868196270706 4.0568123107186542 -3.1715629968633414 -0.11274593392619771 -12.348256428616963 -1.5872075849092953 -0.99919521026114366 0.60164509790399334 7.6277563888845137 1.0781741288628386 -0.073907521440944729 1.8095216765263846 0.69637694623941659 -6.1602393031240226 -31.084184547102588 -4.1394897595886517 -6.8325233336194797 -3.5498358864321267 -1.977718679542789 -8.6256682956560553 3.9898971494943734 -0.39130533571252768 0.89491555240890819 -0.98337185288923634 -0.051572533052898772 leaf_weight=1731 16932 1590 389 491 2519 2753 10201 123 311 35 194 119 2950 1105 86 66 1020 313 58 35 187 31 71 86 30 1962 283 366 116 38320 leaf_count=1731 16932 1590 389 491 2519 2753 10201 123 311 35 194 119 2950 1105 86 66 1020 313 58 35 187 31 71 86 30 1962 283 366 116 38320 internal_value=0.00130423 0.000681127 0.000298188 0.00168933 0.00306465 -0.000388618 0.0022411 0.000384523 -0.00367591 -0.0101772 0.000123455 0.00117529 0.00026503 0.00105123 0.000313146 -0.00128134 -0.000155496 -0.00354237 -0.0115975 -0.0196559 -0.00682508 -0.00470152 -0.0124706 0.0010553 -0.0100092 0.00288515 -0.00263191 -0.00143791 -0.00381955 -3.38567e-05 internal_weight=84473 67541 48949 18592 2908 3901 14691 3308 469 158 46041 5990 3909 4490 3385 1795 1492 472 159 93 303 593 102 2839 217 2081 959 765 399 40051 internal_count=84473 67541 48949 18592 2908 3901 14691 3308 469 158 46041 5990 3909 4490 3385 1795 1492 472 159 93 303 593 102 2839 217 2081 959 765 399 40051 is_linear=0 shrinkage=0.04 Tree=173 num_leaves=31 num_cat=0 split_feature=28 28 0 30 3 23 1 15 9 30 23 0 30 15 33 24 1 30 32 28 0 3 26 1 0 22 30 30 30 32 split_gain=80.2801 16.2956 15.6202 14.8147 9.04113 9.94063 13.3722 8.46899 8.30594 5.26296 9.04258 6.43996 5.60013 5.69409 4.78503 5.58774 5.33515 4.52458 4.49655 3.8358 3.73483 3.56172 3.43531 3.52006 5.42959 3.42442 3.06877 2.94769 2.88333 2.8813 threshold=21604.701527638896 19524.404585156619 19.500000000000004 561.02947301335178 235.50000000000003 -967.92925000000002 1.5000000000000002 21779.480000000007 0.78656609248549325 68.153762137691203 909.93975000000148 13.500000000000002 175.23038192580779 20639.272000000004 15960.078000000001 -374.16950000000173 1.0000000180025095e-35 514.39566459086393 2344.7487588707063 20720.547441036451 21.500000000000004 86.500000000000014 -2271.0762499999996 1.0000000180025095e-35 9.5000000000000018 20425.201250000002 276.51810097865274 48.008590173989326 374.68234425446718 1655.958384622412 decision_type=2 2 2 2 2 2 2 2 2 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 14 17 -6 -7 25 -5 -3 11 12 -11 -14 -1 16 -16 -4 22 -20 21 -19 -15 26 -25 -8 -24 -17 -26 -13 right_child=-2 2 4 8 5 6 7 -9 -10 10 -12 29 13 18 15 27 -18 20 19 -21 -22 -23 23 24 28 -27 -28 -29 -30 -31 leaf_value=-0.022315256924210096 24.313312360231368 4.6100103117987645 0.79766830708066894 -1.646697798404086 0.51666968115546152 -0.55282042610308002 -3.396093333374385 -9.371702113098868 13.064134971728421 1.0902802217188552 12.213195037110816 -2.8583014429917819 -0.44590371670219936 1.0866133174711354 -0.54751847425168243 -0.83065047895044108 0.61874857476244016 -5.0288118807324516 -9.1906446135513242 0.6811324897698825 -0.088369319014333522 -0.58872858266594408 -3.0803726686419002 -9.4833244385784248 0.95389813291243231 -3.9094999176128584 -32.331604466020401 4.0207300220031623 -9.8284407850492617 2.5485067845956801 leaf_weight=40051 16268 4469 2479 389 465 358 198 45 2519 2255 2754 22 750 29 979 115 3027 80 44 159 268 75 23 50 61 63 30 1869 24 4555 leaf_count=40051 16268 4469 2479 389 465 358 198 45 2519 2255 2754 22 750 29 979 115 3027 80 44 159 268 75 23 50 61 63 30 1869 24 4555 internal_value=0.00128576 0.000683528 0.0016693 0.000295737 -0.000544778 -0.00358193 -0.00672289 -0.0128627 0.00306465 0.0022555 0.00177613 0.00109573 -0.000216058 -0.00246154 0.000120849 0.00117529 0.000315527 0.000636802 -0.00619048 -0.00191133 -0.00318676 -0.00812903 -0.0101935 -0.0121702 -0.00874074 -0.0100996 -0.0209057 0.00291129 -0.00258824 0.00207734 internal_weight=84473 68205 19256 48949 4031 1129 664 306 2908 15225 10756 8002 3425 1170 46041 5990 4006 2902 420 203 423 155 217 188 135 261 53 1984 85 4577 internal_count=84473 68205 19256 48949 4031 1129 664 306 2908 15225 10756 8002 3425 1170 46041 5990 4006 2902 420 203 423 155 217 188 135 261 53 1984 85 4577 is_linear=0 shrinkage=0.04 Tree=174 num_leaves=31 num_cat=0 split_feature=28 23 30 17 30 31 27 22 10 24 14 9 15 30 14 7 0 30 1 0 0 36 14 30 36 1 0 30 1 3 split_gain=78.8205 16.1334 11.7424 17.5845 10.1307 8.45306 7.12454 6.13089 6.10874 6.93837 5.91199 6.83496 8.10371 7.20818 6.61554 7.33939 6.40989 6.726 4.95924 7.08891 9.20602 4.55785 6.91552 4.49377 4.40604 4.2219 4.21783 5.5942 6.63643 3.83009 threshold=21604.701527638896 695.71550000000036 69.069119110978434 18335.135000000006 430.806655812781 18484.867296875007 -25.639999999995776 15374.369000000001 -0.78656609248549325 -456.32250000000016 -0.5129677127369543 -0.70710678118654735 21686.936750000004 547.12667486166038 0.59003219687534991 1.0000000180025095e-35 20.500000000000004 326.7097330481501 1.5000000000000002 18.500000000000004 20.500000000000004 2731.5711091295366 -0.013976481981245173 304.21974163512596 2770.2103933285184 1.0000000180025095e-35 19.500000000000004 198.24590076939623 1.5000000000000002 249.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -3 10 -8 -9 25 -4 12 18 16 15 -13 17 -14 -12 -20 23 22 -17 -21 -25 -10 -11 29 -29 -28 right_child=-2 4 6 -5 -6 -7 7 8 9 26 11 14 13 -15 -16 21 -18 -19 19 20 -22 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=0.096099096619003621 23.340779865822125 -0.096951412880452545 0.22070536768263416 3.4316069877128808 12.806915916640675 5.3268207519088042 -0.2605433902278218 -0.88032827462275787 -0.49116941128844527 3.0316226783361788 -0.041472706463062878 -0.098538929886454824 -3.3146501854854602 -8.0549661394844847 0.70118585330849104 -1.3239757290230794 -0.66293207003373145 -8.9949265168671175 1.0143901370505031 -2.021546810980738 -1.4582948906757118 -0.32943657918236285 -7.076287499942465 -3.6652704422818729 -5.8594485916757479 0.4331267190101899 2.0194710541787075 0.27116256124370397 -3.935229113665232 -3.0033378721484478 leaf_weight=7632 16268 3418 7884 6046 3916 2213 7753 2270 1627 8039 1334 3941 37 52 2713 549 213 28 491 466 761 497 471 26 44 4859 553 183 145 44 leaf_count=7632 16268 3418 7884 6046 3916 2213 7753 2270 1627 8039 1334 3941 37 52 2713 549 213 28 491 466 761 497 471 26 44 4859 553 183 145 44 internal_value=0.0012744 0.000677663 0.000429473 0.00145577 0.00220258 0.00111597 0.000117386 0.000557924 0.000968397 0.00125307 -0.000457887 -0.0010314 -0.00252375 -0.00848485 -0.00040093 -0.00120337 -0.00592806 -0.0169231 -0.00189366 -0.00327069 -0.00482035 -0.00356757 -0.00509804 -0.00883582 -0.0182857 0.000256553 0.00197412 -0.000583784 -0.00478049 0.00172194 internal_weight=84473 68205 58658 13678 9547 5631 44980 25473 17720 15450 19507 11623 3452 330 8171 5458 278 65 3122 1788 1297 1517 1020 536 70 6486 8964 925 328 597 internal_count=84473 68205 58658 13678 9547 5631 44980 25473 17720 15450 19507 11623 3452 330 8171 5458 278 65 3122 1788 1297 1517 1020 536 70 6486 8964 925 328 597 is_linear=0 shrinkage=0.04 Tree=175 num_leaves=31 num_cat=0 split_feature=28 10 28 1 30 24 14 30 0 27 14 28 33 23 9 30 30 9 19 11 28 16 30 0 30 30 9 15 19 27 split_gain=77.9733 17.3804 15.459 14.6431 14.6344 13.9538 20.4983 7.90883 12.3113 8.65616 6.26888 5.95684 5.59935 5.92374 5.30778 4.35927 4.29665 5.61862 4.43475 3.89173 3.94902 4.75014 4.67971 3.78953 4.33459 3.75449 3.74715 5.11386 3.66452 3.4061 threshold=20312.710661382396 0.37940952255126048 22048.047138046055 1.5000000000000002 633.14466143343873 -1462.6187499999994 -0.5129677127369543 304.21974163512596 20.500000000000004 -609.68474999999842 0.75438814418115718 21465.801324169504 16962.998750000002 1747.2570000000007 0.78656609248549325 405.8782314498589 30.198417060543768 0.78656609248549325 18338.268000000004 -0.8783796973249266 15963.070109537932 17143.737500000003 420.38056660334263 1.0000000180025095e-35 351.79914036483859 225.0276895985867 -0.78656609248549303 20102.669250000003 20999.052500000005 -1018.7590000000017 decision_type=2 2 2 2 2 2 2 2 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 11 3 -3 12 -5 -7 -8 15 10 -10 -2 13 16 -6 -9 17 -1 -19 26 -21 25 29 24 -14 -22 27 -18 -28 -23 right_child=1 2 -4 5 14 6 7 8 9 -11 -12 -13 23 -15 -16 -17 19 18 -20 20 21 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.84378525255215053 3.798738158861064 1.0300222451707697 19.224327780900225 1.0600871357641446 -1.2145237866512635 1.4748476265389303 -1.9402208514695638 -5.6304556534197534 -0.65783600217260041 -7.9487855609935698 -8.9439882045650378 23.208684388628765 0.042657725599346899 6.8575276792625237 14.340068654677331 -8.6357652933967266 -1.0052848496913758 -0.48698223617478009 -4.3467876851710381 -0.16966850863949909 0.4531120246238694 -1.0347108717899729 -0.49472331671279568 2.0199992781045828 -1.9465801135627145 4.3447941039261933 -0.40940037314309508 -1.9634794266902535 0.94385802496041982 0.46506346599797432 leaf_weight=3203 8182 1548 1585 390 264 286 236 88 151 109 31 14913 266 1186 2389 37 1639 495 30 15118 3007 1043 2935 1962 59 1792 6072 112 1537 13808 leaf_count=3203 8182 1548 1585 390 264 286 236 88 151 109 31 14913 266 1186 2389 37 1639 495 30 15118 3007 1043 2935 1962 59 1792 6072 112 1537 13808 internal_value=0.00126635 0.00301292 0.000727191 -0.00102086 0.000420753 -0.00410241 -0.00674627 -0.0106626 -0.0139808 -0.00947079 -0.00413187 0.00345443 0.000278933 0.000193701 0.00332152 -0.02448 0.000128448 0.00143562 -0.0024 2.49029e-05 0.000206138 0.000541067 0.000239739 0.002216 -0.00178462 0.00165785 -0.000705128 -0.0023735 -0.000321198 0.00052818 internal_weight=84473 27556 4461 2876 56917 1328 938 652 416 291 182 23095 54264 51977 2653 125 50791 3728 525 47063 37703 22585 17786 2287 325 4799 9360 1751 7609 14851 internal_count=84473 27556 4461 2876 56917 1328 938 652 416 291 182 23095 54264 51977 2653 125 50791 3728 525 47063 37703 22585 17786 2287 325 4799 9360 1751 7609 14851 is_linear=0 shrinkage=0.04 Tree=176 num_leaves=31 num_cat=0 split_feature=28 28 8 14 30 1 24 15 9 30 30 36 0 0 1 14 23 9 27 14 21 13 3 1 0 0 1 31 11 31 split_gain=78.1468 16.363 17.9362 13.4056 12.876 10.4838 15.6053 11.1666 7.81804 10.0866 5.79587 5.31935 5.39508 7.4922 10.5976 7.88554 7.58318 7.35913 4.96715 4.59802 4.71412 4.16436 4.01048 3.92045 9.04563 7.16803 4.91503 3.74341 3.60456 4.78784 threshold=21747.295687369198 18347.287966098138 1.0000000180025095e-35 -0.5129677127369543 594.09139670879711 1.5000000000000002 -1428.4110000000016 21826.095000000005 0.91597561503675362 68.153762137691203 253.19305877407245 2734.9569866061029 13.500000000000002 12.500000000000002 1.5000000000000002 -0.26867065956352881 642.76449999999943 0.37940952255126054 -1018.7590000000017 0.080547328232315238 18602.522500000003 -0.59869031648930193 120.50000000000001 1.0000000180025095e-35 9.5000000000000018 9.5000000000000018 2.5000000000000004 18619.809674479173 -0.8783796973249266 20160.749250000004 decision_type=2 2 2 2 2 2 2 2 2 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 8 10 28 -5 -7 19 9 -3 -4 12 13 15 -15 -11 17 -17 -9 22 -21 -16 -8 25 26 -19 -25 -14 -1 -30 right_child=-2 2 3 5 -6 6 7 18 -10 11 -12 -13 27 14 21 16 -18 23 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.35791388114909867 26.397087142879027 3.434086452886743 3.7405970588252964 0.11975431120847167 9.2167039304306417 0.21330675721742381 0.32826274395963867 -0.95056264101261334 16.846911415641745 1.7091037777646105 -0.2231956052635497 1.9462091465825444 0.66382597677422672 1.606345166004975 -9.894574790587237 -0.70910718348836688 4.26084146236599 0.69016154710484112 -7.8214230862161402 -0.71638685627649523 -2.5960940981501723 -5.2444321883689726 -2.8339788692637997 -2.6916320454998912 -1.1039835585910907 -14.981904596130779 -12.511255429984899 3.711688085098229 0.0053385024365022191 0.91975576198534603 leaf_weight=8285 15272 5834 1867 2252 1588 890 315 29 2849 2684 991 5450 2383 325 96 492 422 30 122 207 543 282 229 77 207 69 65 1530 25335 3753 leaf_count=8285 15272 5834 1867 2252 1588 890 315 29 2849 2684 991 5450 2383 325 96 492 422 30 122 207 543 282 229 77 207 69 65 1530 25335 3753 internal_value=0.0012583 0.000686753 0.00138492 -0.000319677 0.000144863 -0.00165947 -0.00353747 -0.00610381 0.00194165 0.00166169 0.00183065 0.00108333 0.000467329 -0.000438829 -0.00425036 0.000223431 -0.00225551 -0.00425532 -0.0163974 -0.00490263 -0.00693333 -0.00880423 -0.00210294 -0.00796429 -0.00597135 -0.0149899 -0.0137465 0.00156708 -5.03022e-06 0.000204621 internal_weight=84473 69201 30240 7445 38961 4587 2335 1445 22795 19946 2858 14112 8662 4749 703 4046 1362 940 151 1294 750 378 544 448 349 99 142 3913 37373 29088 internal_count=84473 69201 30240 7445 38961 4587 2335 1445 22795 19946 2858 14112 8662 4749 703 4046 1362 940 151 1294 750 378 544 448 349 99 142 3913 37373 29088 is_linear=0 shrinkage=0.04 Tree=177 num_leaves=31 num_cat=0 split_feature=28 28 0 30 3 23 1 15 9 30 30 23 0 30 33 15 32 0 29 0 1 1 3 22 36 0 1 13 11 28 split_gain=77.41 16.0515 17.211 14.8979 10.0933 10.0698 14.2781 12.6225 5.67231 5.16797 5.06303 9.35347 5.8535 5.17234 4.76569 4.72684 5.54749 4.10634 4.43792 3.39705 7.46308 4.96347 3.36111 3.08633 3.72603 2.95661 4.12819 3 2.94363 3.48657 threshold=21747.295687369198 19524.404585156619 19.500000000000004 594.09139670879711 235.50000000000003 -967.92925000000002 1.0000000180025095e-35 21826.095000000005 0.78656609248549325 514.39566459086393 68.153762137691203 909.93975000000148 13.500000000000002 175.23038192580779 17162.992500000004 20370.961000000007 2349.1903422886885 21.500000000000004 22236.709740174698 9.5000000000000018 1.0000000180025095e-35 1.5000000000000002 275.50000000000006 20425.201250000002 2770.2103933285184 1.0000000180025095e-35 1.0000000180025095e-35 0.45273815774107123 -0.8783796973249266 15963.070109537932 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 14 9 -6 -7 23 -5 -4 -3 12 13 -12 28 -15 19 18 -11 21 -21 -17 -9 -8 -25 26 27 -16 -1 -30 right_child=-2 2 4 8 5 6 7 22 -10 17 11 -13 -14 15 25 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.2953580177414501 25.341203657163859 4.2148997959014158 0.76611422717831346 -1.2434404308850044 0.38494500466992188 1.2185571657688525 -2.6889900935434703 -7.9774777583068275 11.984056542945039 -2.6918916822291106 1.1786879354966744 11.677897900936385 2.3315212440078579 0.28400908291209287 -1.9379187055381437 0.77086811334738758 -0.32520203627685784 -0.10134941449586232 -6.3907679119123806 -13.316278311145089 -1.6036467463259809 -9.4475443333189695 -6.4068900357753398 -2.5834225121036813 -4.4093072057190561 2.3822505566327017 0.61609624596299517 -0.53875426628148138 -0.12470064231314179 0.33742146703442288 leaf_weight=9674 15272 4740 2581 268 481 195 310 27 2311 149 2392 2886 4795 604 20 23 272 274 20 74 172 60 81 79 37 1186 157 30 16599 18704 leaf_count=9674 15272 4740 2581 268 481 195 310 27 2311 149 2392 2886 4795 604 20 23 272 274 20 74 172 60 81 79 37 1186 157 30 16599 18704 internal_value=0.00124172 0.000672881 0.00161999 0.000281027 -0.000648087 -0.00373554 -0.00669959 -0.0100824 0.00324002 0.000587302 0.0022195 0.00175847 0.00108294 -0.00013678 0.000116455 -0.00227386 -0.00478536 -0.00340406 -0.00830769 -0.00827963 -0.0059187 -0.0152771 -0.0222963 -0.00698592 -0.0125517 0.00242067 -0.00199034 -0.012 4.50899e-05 0.000214486 internal_weight=84473 69201 20252 48949 4234 1210 729 534 2579 3024 16018 11278 8392 3597 46370 1205 601 443 169 329 246 83 108 426 116 1393 207 50 44977 35303 internal_count=84473 69201 20252 48949 4234 1210 729 534 2579 3024 16018 11278 8392 3597 46370 1205 601 443 169 329 246 83 108 426 116 1393 207 50 44977 35303 is_linear=0 shrinkage=0.04 Tree=178 num_leaves=31 num_cat=0 split_feature=28 28 0 30 1 15 23 23 14 33 27 30 23 1 18 21 9 30 0 1 30 9 21 28 18 27 30 14 34 17 split_gain=76.5573 16.8195 19.3916 14.3628 11.0483 15.0457 15.7755 5.96274 9.41779 5.07097 4.97746 4.72236 8.65523 4.99107 5.47639 4.48313 4.16458 3.56508 3.4726 3.75842 9.24269 5.90391 5.54281 3.37654 3.31451 3.02058 2.97299 2.92827 2.87675 2.81359 threshold=21838.472043489073 19557.836313089425 19.500000000000004 611.6675602009542 1.5000000000000002 21826.095000000005 -967.92925000000002 -1046.3074999999988 -0.5129677127369543 17162.992500000004 -946.22350000000176 68.153762137691203 909.93975000000148 2.5000000000000004 16542.530000000002 19718.594000000005 0.78656609248549325 288.63421104680657 10.500000000000002 1.0000000180025095e-35 194.15771690494861 0.60355339059327384 18693.492500000004 21337.987148968354 20783.258250000003 -967.62249999999756 514.39566459086393 -0.61236746317008228 21074.136250000007 18426.717500000002 decision_type=2 2 2 2 2 2 2 2 2 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 27 7 26 -6 -9 -1 -8 -3 13 18 29 -10 -5 -12 19 20 -13 22 -22 -19 -17 -21 -7 -4 -24 -15 right_child=-2 2 4 16 5 6 10 8 15 -11 17 12 -14 14 -16 24 -18 23 -20 25 21 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.032546470535436946 28.343792956408151 4.1644502311782876 3.7289047043910681 -1.1617699033523079 0.73641301464871445 0.68237965520870336 -5.7578415509225715 0.331638602830165 -1.3614604708838176 1.3395529992128576 -3.1130003146544416 1.0864434619217063 11.623242296538038 -1.9900721507548804 -0.0082988212383855835 -2.384416048408212 11.631051195274196 -3.1554690538264469 2.7754511984167056 -0.97209373840945379 0.15009238243877493 2.0871327033030447 -9.3653874483250998 -9.5021563836971517 -4.8700507314079227 3.5534646619547239 -4.6320842824729054 0.13990880817806689 -12.974973730157693 -6.929801187020967 leaf_weight=45455 14608 4864 641 223 579 104 27 558 263 1407 25 224 2914 54 2100 164 2196 21 5069 243 28 45 25 76 142 621 32 1643 76 46 leaf_count=45455 14608 4864 641 223 579 104 27 558 263 1407 25 224 2914 54 2100 164 2196 21 5069 243 28 45 25 76 142 621 32 1643 76 46 internal_value=0.00123509 0.000684463 0.00164477 0.000283355 -0.000753216 -0.00293119 -0.0114386 -0.00150996 -0.00320497 0.000128206 -0.0204295 0.00227335 0.00182962 0.00118673 -0.000454545 -0.00682601 0.00328896 -0.0238689 0.00175707 -0.000120444 -0.00333668 -0.0102529 -0.0146047 -0.0273402 -0.0101176 0.00136111 -0.00158824 0.00114536 -0.0189703 -0.0096 internal_weight=84473 69865 20584 49281 4275 1991 285 1706 1127 46862 149 16309 11445 8531 2200 569 2419 122 6331 1262 398 174 129 97 306 864 136 2284 101 100 internal_count=84473 69865 20584 49281 4275 1991 285 1706 1127 46862 149 16309 11445 8531 2200 569 2419 122 6331 1262 398 174 129 97 306 864 136 2284 101 100 is_linear=0 shrinkage=0.04 Tree=179 num_leaves=31 num_cat=0 split_feature=28 0 28 30 1 23 14 30 28 28 0 23 34 9 15 18 30 30 23 30 9 19 36 14 29 30 16 30 9 27 split_gain=76.8546 17.2795 14.8777 14.4096 13.495 13.6694 19.9904 9.7163 11.4733 6.80669 6.22779 4.92268 5.12018 4.89821 4.46721 4.38064 4.1062 3.94333 3.71173 3.67495 5.11467 4.98167 4.125 3.54122 3.32801 3.27052 5.72621 4.58018 3.52575 3.17073 threshold=20312.710661382396 19.500000000000004 22048.047138046055 633.14466143343873 1.5000000000000002 -1028.0459999999991 -0.54219087765047058 304.21974163512596 21377.470563991137 21251.475570951388 20.500000000000004 1553.2549999999994 25119.276250000006 0.78656609248549325 21408.815000000002 19144.867500000004 144.67794003813268 348.04149266744224 -850.15350000000024 30.198417060543768 0.78656609248549325 17180.446750000006 3102.6086196443762 0.080547328232315238 17957.156983913363 68.153762137691203 20572.221250000006 132.08540976130013 0.60355339059327384 737.8585000000013 decision_type=2 2 2 2 2 2 2 2 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 9 4 11 -3 -6 -7 -8 10 14 17 12 19 -5 25 -16 24 -9 -10 20 -1 -22 -23 -12 -13 -2 -27 -28 -29 -21 right_child=1 2 -4 13 5 6 7 8 18 -11 23 16 -14 -15 15 -17 -18 -19 -20 29 21 22 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.79643312268384825 4.5298100591982289 0.88668960089305504 15.252071319406118 -1.1096854099609754 0.63516707595205391 1.2867078632294136 -1.572782645996738 -2.7521968608708915 -7.5948441471129513 16.527023628161395 0.23961836578850335 -6.3506340729390365 1.9769835240826126 12.436256152298984 -11.366822670016251 0.034561575513581036 5.4524134689717139 -5.3828272509290525 -9.0231544097580656 0.060940573797611856 -0.28286169370310116 -2.3756178034580748 0.95357959284770277 -5.5264497819938097 0.29915325554696709 6.5960179324648998 1.2452864626834295 -0.97852777615771158 -6.6868186730654235 -1.512396932528087 leaf_weight=3238 2293 1530 1585 264 433 273 237 35 27 16269 66 21 1039 2389 23 44 1340 25 111 46143 445 66 22 107 30 2683 993 755 67 1920 leaf_count=3238 2293 1530 1585 264 433 273 237 35 27 16269 66 21 1039 2389 23 44 1340 25 111 46143 445 66 22 107 30 2683 993 755 67 1920 internal_value=0.00122231 0.00295631 0.000667419 0.000382803 -0.00106329 -0.00403653 -0.00689671 -0.0109342 -0.0149757 0.00339465 -0.00956223 0.000242076 0.000180281 0.00326121 0.00233771 -0.0079403 0.00259094 -0.0206667 -0.0241159 0.000124552 0.00132697 -0.00230394 -0.011 -0.00571098 -0.00854902 0.00243911 0.00181236 7.71351e-05 -0.00213139 3.02105e-05 internal_weight=84473 27556 4429 56917 2844 1314 881 608 371 23127 233 54264 52873 2653 6858 67 1391 60 138 51834 3771 533 88 173 51 6791 4498 1815 822 48063 internal_count=84473 27556 4429 56917 2844 1314 881 608 371 23127 233 54264 52873 2653 6858 67 1391 60 138 51834 3771 533 88 173 51 6791 4498 1815 822 48063 is_linear=0 shrinkage=0.04 end of trees feature_importances: ema_4step=968 rolling_std_4step=889 hour=388 diff_1h=387 quarter=262 sin_hour=246 cos_hour=210 acceleration_1h=198 lag_1h=154 diff_2h=144 rolling_min_24h=136 cos_day_of_year=132 lag_2h=115 rolling_mean_24h=101 day_of_week=100 rolling_mean_7d=86 sin_day_of_year=82 lag_24h=81 rolling_max_24h=76 day_of_year=73 lag_4h=65 lag_7d=63 sin_day_of_week=61 lag_48h=59 lag_14d=58 ema_12step=57 lag_3h=42 rolling_std_24h=42 rolling_std_7d=36 diff_24h=27 is_holiday=24 diff_7d=18 is_evening_peak=16 cos_day_of_week=2 month=1 is_morning_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: 0.1] [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:[]