tree
version=v4
num_class=3
num_tree_per_iteration=3
label_index=0
max_feature_idx=74
objective=multiclass num_class:3
feature_names=home_overall_elo away_overall_elo elo_diff home_home_elo away_away_elo home_form_elo away_form_elo form_elo_diff home_goals_avg home_conceded_avg away_goals_avg away_conceded_avg home_clean_sheet_rate away_clean_sheet_rate home_scoring_rate away_scoring_rate home_winning_streak away_winning_streak home_unbeaten_streak away_unbeaten_streak h2h_total_matches h2h_home_win_rate h2h_draw_rate h2h_avg_goals h2h_btts_rate h2h_over25_rate home_avg_possession away_avg_possession home_avg_shots_on_target away_avg_shots_on_target home_shot_conversion away_shot_conversion home_avg_corners away_avg_corners odds_ms_h odds_ms_d odds_ms_a implied_home implied_draw implied_away odds_ht_ms_h odds_ht_ms_d odds_ht_ms_a odds_ou05_o odds_ou05_u odds_ou15_o odds_ou15_u odds_ou25_o odds_ou25_u odds_ou35_o odds_ou35_u odds_ht_ou05_o odds_ht_ou05_u odds_ht_ou15_o odds_ht_ou15_u odds_btts_y odds_btts_n home_xga away_xga league_avg_goals league_zero_goal_rate upset_atmosphere upset_motivation upset_fatigue upset_potential referee_home_bias referee_avg_goals referee_cards_total referee_avg_yellow referee_experience home_momentum_score away_momentum_score momentum_diff total_goals ht_total_goals
feature_infos=[1061.1733263755723:1952.9224123092611] [1064.2207818360621:1940.4535565540079] [-569.47853927609981:565.77631735615591] [1153.5493718864188:1948.6590515274283] [1106.782042400848:1941.1118799566184] [1414.6222894414425:1594.7187220893534] [1415.3079669200524:1596.9527287463791] [-129.08623713065072:115.85106071374388] [0:5.7333333333333334] [0:7.2666666666666666] [0:6.0666666666666664] [0:5.666666666666667] [0:1] [0:1] [0:1] [0:1] [0:5] [0:5] [0:5] [0:5] [0:10] [0:1] [0:1] [0:11] [0:1] [0:1] [0.23000000000000001:0.77500000000000002] [0.19:0.755] [0:20.5] [0:18] [0:16] [0:15] [0:4.5] [0:4.5] [0:26.5] [0:17.5] [0:34.5] [0.063931171409662396:0.80962131918207236] [0.11709399244368809:0.38485039717121933] [0.056948771872971003:0.79896774972458229] [0:26] [0:5.9699999999999998] [0:26] [0:1.0900000000000001] [0:13.15] [0:1.8200000000000001] [0:12.35] [0:3.8199999999999998] [0:7.6500000000000004] [0:8.6699999999999999] [0:3.6099999999999999] [0:1.73] [0:8.2300000000000004] [0:4.96] [0:2.75] [0:2.9700000000000002] [0:3.2400000000000002] [0:7.2666666666666666] [0:5.666666666666667] [2.0206112295664536:3.1846733668341707] [0.036719706242349999:0.14925373134328351] [0:0.45000000000000001] none none [0:0.1575] [-0.92000000000000004:1] [0:11] none none [0:1] [-1:0.61250000000000004] [-1:0.59583333333333344] [-1.3658333333333332:1.2841666666666669] [0:11] [0:8]
tree_sizes=6865 6691 6738 6944 6882 6935 6966 6871 6953 6949 6894 6959 6954 6928 6950 6955 6892 6937 6962 6914 6931 6964 6896 6954 6965 6874 6918 6950 6923 6927 6966 6845 6931 6952 6878 6921 6955 6920 6945 6965 6886 6910 6946 6880 6909 6953 6889 6927 6936 6875 6947 6953 6855 6938 6958 6903 6906 6976 6897 6939 6935 6905 6930 6948 6891 6941 6977 6907 6933 6962 6870 6943 6957 6892 6928 6958 6903 6965 6958 6911 6912 6961 6875 6927 6975 6889 6941 6979 6865 6911 6954 6895 6939 6926 6866 6938 6934 6891 6915 6934 6886 6948 6946 6893 6934 6975 6919 6946 6943 6911 6937 6981 6885 6943 6982 6859 6972 6953 6897 6933 6947 6927 6902 6940 6915 6927 6932 6901 6955 6938 6900 6904 6903 6939 6934 6934 6904 6976 6945 6915 6903 6943 6901 6966 6922 6920 6923 6938 6913 6882 6963 6910 6932 6922 6904 6945 6924 6940 6910 6942 6887 6892 6955 6928 6900 6949 6930 6890 6926 6915 6914 6959 6912 6927 6944 6906 6907 6932 6916 6905 6916 6933 6948 6939 6862 6906 6925 6920 6905 6940 6925 6925 6949 6914 6926 6926 6915 6903 6963 6896 6913 6921 6916 6921 6919 6912 6894 6933 6921 6883 6904 6905 6914 6924 6910 6902 6882 6876 6894 6939 6896 6909 6902 6922 6907 6937 6922 6921 6922 6906 6879 6923 6909 6875 6939 6916 6911 6893 6922 6931 6910 6928 6890 6881 6919 6886 6958 6905 6875 6935 6896 6890 6952 6907 6879 6905 6893 6895 6922 6913 6910 6896 6889 6900

Tree=0
num_leaves=64
num_cat=0
split_feature=73 36 39 65 34 65 2 65 2 73 73 2 42 73 73 65 73 73 65 65 2 73 73 73 65 65 73 73 39 65 7 40 73 73 30 65 73 73 1 65 28 73 64 65 42 40 69 38 73 29 52 31 39 40 27 73 38 73 31 65 72 3 25
split_gain=674.186 575.924 285.721 151.106 89.1452 86.7944 79.7479 49.6686 38.5299 36.323 40.6139 37.258 32.9686 29.5622 59.4655 26.5749 25.534 73.5302 25.1083 21.6406 20.7691 20.6066 19.6782 19.05 18.0291 17.5051 15.8978 20.8701 15.3297 14.4804 13.5017 10.6997 10.2044 22.5609 9.94905 9.88813 10.9637 14.0781 9.70456 9.63574 9.40121 9.3554 10.1457 9.35176 9.15954 9.1141 9.04879 8.92257 8.55511 8.40625 8.34892 8.7859 8.30001 8.00255 7.94425 7.92412 8.26735 7.87763 7.94523 7.7448 12.8084 9.83516 7.7405
threshold=1.0000000180025095e-35 3.4450000000000007 0.38699790570434939 -0.18120857699805074 1.2250000000000003 0.18263157894736848 -30.261235179413003 -0.15443223443223439 140.85083716970294 1.5000000000000002 2.5000000000000004 -244.68578366181802 2.0350000000000006 2.5000000000000004 1.5000000000000002 0.75948717948717959 1.5000000000000002 2.5000000000000004 -0.74307692307692297 -0.57833333333333325 133.37032169790021 1.5000000000000002 2.5000000000000004 2.5000000000000004 -0.059610389610389593 0.24228070175438596 3.5000000000000004 4.5000000000000009 0.29655050163437163 -0.055749385749385698 -49.416751706258985 2.7750000000000004 1.5000000000000002 2.5000000000000004 0.18482827913774202 0.14821705426356577 4.5000000000000009 3.5000000000000004 1360.3386989408682 0.21809523809523798 5.1833333333333345 3.5000000000000004 0.022211538461538404 -0.34481203007518796 3.0350000000000006 2.5550000000000002 0.87000000000000011 0.27400956087057649 4.5000000000000009 4.1833333333333345 2.8650000000000007 0.090567327409432671 0.25133233088944124 2.9750000000000005 0.53866071428571438 2.5000000000000004 0.16476008854404914 3.5000000000000004 0.235533237685318 0.051050454921422607 -0.13499999999999993 1603.1787203898634 0.38750000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 4 12 5 7 15 8 13 22 10 11 28 21 35 25 -17 17 26 20 -21 47 23 45 24 41 -27 27 49 59 55 44 -33 33 43 40 -37 -38 -39 -40 -41 -42 -43 -44 57 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 58 -60 60 -62 -63 -64
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leaf_weight=435.31805920600891 39.237852275371552 99.575304359197617 301.68726041913033 10.734884113073347 15.547073543071745 155.84090384840965 35.906336516141891 165.46528270840645 21.469768226146698 257.26705029606819 42.199199616909027 8.884042024612425 121.04507258534431 146.95686182379723 168.42663004994392 37.016841769218445 260.59856605529785 75.144188791513443 76.624862462282181 201.00145080685616 7.4033683538436881 161.39343011379242 120.67490416765213 135.85180929303169 78.105536133050919 19.618926137685776 116.97321999073029 71.442504614591599 295.02422890067101 30.353810250759125 105.49799904227257 47.751725882291794 146.95686182379723 68.481157273054123 39.97818911075592 107.71900954842567 101.42614644765854 105.86816745996475 71.442504614591599 15.176905125379561 13.696231454610823 120.67490416765213 18.878589302301407 71.442504614591599 65.889978349208832 7.7735367715358725 8.1437051892280561 31.834483921527863 29.613473415374756 75.884525626897812 11.845389366149901 185.08420884609222 52.934083729982376 22.950441896915436 22.210105061531067 184.34387201070786 53.674420565366745 85.879072904586792 7.7735367715358725 22.950441896915436 27.392462909221649 28.502968162298203 194.33841928839684
leaf_count=1176 106 269 815 29 42 421 97 447 58 695 114 24 327 397 455 100 704 203 207 543 20 436 326 367 211 53 316 193 797 82 285 129 397 185 108 291 274 286 193 41 37 326 51 193 178 21 22 86 80 205 32 500 143 62 60 498 145 232 21 62 74 77 525
internal_value=-0.813631 -0.808833 -0.81853 -0.811077 -0.781496 -0.805905 -0.809131 -0.788891 -0.801287 -0.820465 -0.825417 -0.816794 -0.842436 -0.783373 -0.793789 -0.779135 -0.805105 -0.809036 -0.834975 -0.810237 -0.831979 -0.836105 -0.782248 -0.84068 -0.834182 -0.811435 -0.798943 -0.806516 -0.812449 -0.760306 -0.800474 -0.785383 -0.834925 -0.83842 -0.818418 -0.774903 -0.778936 -0.784508 -0.799777 -0.818812 -0.83624 -0.825261 -0.813698 -0.828763 -0.797067 -0.769569 -0.819237 -0.797045 -0.779948 -0.792729 -0.790396 -0.788204 -0.789384 -0.829947 -0.816063 -0.754265 -0.76699 -0.822319 -0.831859 -0.816263 -0.79802 -0.819102 -0.790009
internal_weight=5866.8 5431.48 4009.29 3056.48 1422.19 2512.7 2242.48 1054.24 1325.2 917.277 735.154 477.887 952.814 837.691 375.721 270.223 1103.84 871.006 543.777 216.549 504.54 651.126 221.361 514.904 353.511 210.256 587.457 317.975 435.688 367.947 182.123 233.206 465.302 380.533 170.648 461.97 354.251 252.825 92.9123 136.222 53.6744 217.659 96.9841 233.576 171.388 128.448 84.7686 39.2379 185.454 147.327 232.836 220.991 61.8181 283.549 190.637 268.372 84.0282 165.095 93.6526 373.87 50.3429 323.527 269.483
internal_count=15849 14673 10831 8257 3842 6788 6058 2848 3580 2478 1986 1291 2574 2263 1015 730 2982 2353 1469 585 1363 1759 598 1391 955 568 1587 859 1177 994 492 630 1257 1028 461 1248 957 683 251 368 145 588 262 631 463 347 229 106 501 398 629 597 167 766 515 725 227 446 253 1010 136 874 728
is_linear=0
shrinkage=1


Tree=1
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 35 73 41 65 65 65 65 65 51 7 6 7 66 22 8 35 66 34 66 39 10 5 30 5 42 42 0 64 2 8 29 34 3 31 71 1 5 49 74 0 31 71 31 72 3 48 54 65 27 5 27 56 49 65 10 72 47
split_gain=2398.21 493.018 1246.51 348.964 324.873 71.4842 52.4905 42.7724 34.6387 31.6823 26.1619 20.4377 18.1214 16.2261 13.6499 10.9674 10.1008 10.0792 9.96596 11.7234 9.78099 9.73674 9.61932 9.28651 9.28156 9.05257 8.88426 8.87224 8.3455 8.60408 8.18958 8.03309 7.94439 11.0973 12.2052 12.9614 11.0606 10.3791 10.6913 9.84109 9.74644 10.1313 10.4284 11.9784 9.56829 9.49724 9.25988 7.71148 7.67433 8.31483 7.56459 7.47628 13.6348 7.46791 7.21034 7.151 6.88771 10.7492 6.88221 6.8743 7.28001 10.2182 7.8714
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 4.0750000000000011 6.5000000000000009 2.3450000000000002 -0.26166666666666666 -0.13320346320346324 0.10943722943722932 -0.32824915824915823 0.43087719298245614 1.0950000000000004 -13.429085792660656 1471.8714751896109 45.450648652206731 2.7200854700854706 0.18333333333333332 0.59166666666666679 3.2750000000000004 2.9627586206896557 1.7250000000000003 3.327380952380953 0.33001405949385826 2.183333333333334 1507.0069147820848 0.12546296296296297 1486.7188538148837 2.0350000000000006 2.8550000000000004 1490.4340379826369 0.016514423076923003 -197.23202868860798 1.3785714285714288 4.3875000000000011 3.4650000000000003 1527.0631020906287 0.12917130144605118 0.29375000000000001 1549.4537495132147 1510.9201541605289 2.5850000000000004 1.5000000000000002 1578.5503350058352 0.17981569800339503 -0.3874999999999999 0.12755527743012099 -0.2591666666666666 1496.6690030271936 2.8950000000000005 1.5850000000000002 -0.27857142857142853 0.41050000000000003 1508.8273746604843 0.53118055555555566 1.8050000000000004 2.7450000000000006 -0.46248366013071895 0.93095238095238109 0.057083333333333257 1.9950000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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is_linear=0
shrinkage=1


Tree=2
num_leaves=64
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split_feature=39 36 73 73 2 42 73 73 73 65 36 65 7 2 65 73 73 73 73 65 65 36 73 73 65 73 73 38 73 73 65 2 65 34 2 65 73 73 55 39 26 37 29 65 72 29 44 5 40 0 39 2 69 10 72 60 34 19 53 8 72 28 25
split_gain=615.877 234.702 225.889 179.498 106.159 81.4817 67.8415 112.665 66.6472 49.7277 34.0081 30.8031 28.5691 28.3058 25.258 23.7543 24.0404 21.0948 28.7888 24.6472 18.9021 18.3821 15.2784 23.1748 15.0032 17.8462 15.1773 14.648 14.451 16.4768 13.9416 13.1128 13.0993 13.0569 12.1947 11.7819 11.1244 12.2085 10.6472 10.3612 10.3184 10.3037 10.2574 10.1719 10.5447 10.6322 9.46616 10.0798 9.18382 8.82845 8.59515 8.36656 9.28261 10.0018 8.18538 8.04544 8.01477 7.78041 7.68989 9.20234 10.2145 7.66979 7.57634
threshold=0.39145056846074666 3.4650000000000003 1.0000000180025095e-35 1.0000000180025095e-35 -220.35410892241143 2.0750000000000006 1.5000000000000002 2.5000000000000004 3.5000000000000004 -0.34481203007518796 6.870000000000001 -0.14653958944281528 31.421395214408339 149.17942255685935 0.14316489361702123 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 -0.27599078341013822 -0.18969696969696967 2.2850000000000006 2.5000000000000004 3.5000000000000004 -0.059610389610389593 2.5000000000000004 1.5000000000000002 0.25399290705309441 1.5000000000000002 2.5000000000000004 0.12554865424430639 -30.261235179413003 -0.071923076923076937 2.1150000000000007 20.737119683056907 0.21809523809523798 2.5000000000000004 1.5000000000000002 1.4450000000000001 0.29655050163437163 0.47211111111111115 0.40329678318066958 5.6833333333333345 0.16220720720720719 0.34041666666666676 4.8166666666666673 7.2250000000000005 1513.0063088709005 4.785000000000001 1685.4508103749872 0.31165103878116857 143.26237402220877 0.33000000000000007 1.6547619047619049 -0.42541666666666661 0.069435023138726806 2.3450000000000002 2.5000000000000004 2.3650000000000007 0.59166666666666679 0.0079166666666666014 2.2678571428571432 0.22500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=3 10 4 5 6 24 7 8 12 13 -12 27 -14 -15 46 16 -18 18 22 42 33 -23 23 -25 28 -27 -28 30 29 -31 56 58 54 -35 -36 -37 38 48 -40 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 -51 -52 -53 53 -55 -56 -57 -58 -59 59 60 -62 -63 -64
leaf_value=-1.2654348234776507 -1.2654348234776507 -1.2654348234776507 -1.1393212614777772 -1.1445756844346973 -1.1444845976589328 -1.1661080597814304 -1.2425143680240234 -1.1338575179887069 -1.2405701555404163 -1.2120926726037546 -1.2590129376349148 -1.1454149840113845 -1.2513974153529412 -1.2404661571111462 -1.2422248799676348 -1.1618882953106759 -1.2253269277572783 -1.1608021429173161 -1.2524597056975137 -1.2286807804974662 -1.2108593280748785 -1.2311434407730033 -1.1845423309436105 -1.2459444221968041 -1.1619923099045153 -1.1597292767917649 -1.2087165871054069 -1.1961490776931067 -1.2169620805673469 -1.1886591265551065 -1.233597099919409 -1.1563258785083179 -1.1646774273825136 -1.1766928815692599 -1.2449284397285241 -1.2161959149786696 -1.1634179599313244 -1.208476255595355 -1.1362568436505047 -1.1785151923694495 -1.1739911362652573 -1.2192202875912148 -1.178563320625877 -1.2447862489458199 -1.2361342053919895 -1.1742197454832883 -1.179266733604434 -1.2419015216215201 -1.1660244513944806 -1.2447862489458199 -1.2267054554384162 -1.2273332871391536 -1.1691951386841879 -1.2202991573535849 -1.2354069765326199 -1.2234278796644575 -1.1787538283075696 -1.2363391048191619 -1.2317450439783479 -1.1678300367722239 -1.2018782181810936 -1.2102862651040409 -1.223039107473642
leaf_weight=231.21178090572357 55.92825511097908 72.488017797470093 47.179701238870621 44.680114418268204 26.870558321475983 36.244008898735046 119.98016738891602 28.120351731777191 78.424536496400833 27.183006674051285 288.07738107442856 9.9983472824096662 71.238224387168884 44.055217713117599 40.930734187364578 31.869731962680817 123.41709926724434 16.24731433391571 231.21178090572357 153.72458946704865 54.053564995527267 8.7485538721084577 28.432800084352493 292.45165801048279 56.553151816129684 102.17061129212379 49.366839706897736 254.02051064372063 75.300052970647812 162.1606949865818 59.677635341882706 6.8738637566566458 8.4361055195331556 34.369318783283234 260.89437440037727 12.185485750436781 49.99173641204834 18.434452801942825 129.66606631875038 148.41296747326851 39.368492424488068 72.488017797470093 10.935692340135573 19.371797859668732 22.183833032846451 31.244835257530212 16.247314333915714 10.62324398756027 41.24318253993988 9.6858989298343641 303.38735035061836 6.5614154040813437 44.680114418268204 12.185485750436781 136.53993007540703 24.99586820602417 7.4987604618072501 6.8738637566566458 11.873037397861479 44.055217713117599 44.055217713117599 156.84907299280167 287.76493272185326
leaf_count=740 179 232 151 143 86 116 384 90 251 87 922 32 228 141 131 102 395 52 740 492 173 28 91 936 181 327 158 813 241 519 191 22 27 110 835 39 160 59 415 475 126 232 35 62 71 100 52 34 132 31 971 21 143 39 437 80 24 22 38 141 141 502 921
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internal_weight=4951.99 4118.07 2847.65 833.925 2616.44 777.996 2521.15 2017.48 1333.22 579.279 1270.42 503.667 753.938 551.159 507.104 682.7 316.51 982.338 909.85 180.908 193.093 95.2967 728.942 497.73 493.981 187.781 85.6108 413.369 306.199 237.461 403.371 439.302 205.279 161.223 684.262 68.7386 284.016 104.358 179.658 175.596 86.5482 336.194 164.66 126.854 107.482 85.2984 67.8013 26.8706 59.6776 263.706 423.368 90.2976 83.7362 56.8656 151.85 53.4287 67.1764 15.31 263.706 99.9835 88.1104 163.723 366.189
internal_count=15849 13180 9114 2669 8374 2490 8069 6457 4267 1854 4066 1612 2413 1764 1623 2185 1013 3144 2912 579 618 305 2333 1593 1581 601 274 1323 980 760 1291 1406 657 516 2190 220 909 334 575 562 277 1076 527 406 344 273 217 86 191 844 1355 289 268 182 486 171 215 49 844 320 282 524 1172
is_linear=0
shrinkage=1


Tree=3
num_leaves=64
num_cat=0
split_feature=73 36 39 65 40 65 2 65 2 73 73 2 42 73 73 65 65 73 73 65 2 65 73 73 73 73 65 73 73 39 65 7 65 35 40 73 73 30 28 1 38 1 73 64 65 56 42 69 8 39 38 73 4 29 42 52 31 40 66 27 25 26 59
split_gain=610.759 512.813 257.096 136.995 78.9643 78.1091 72.0409 43.4113 34.4386 32.5654 36.6664 33.9764 30.1015 29.0598 65.3652 24.0717 23.3997 22.8203 66.0605 19.149 18.7961 17.8149 17.4891 15.5437 16.2874 14.7543 14.3985 14.1459 18.6459 13.9328 12.9432 12.27 10.4158 10.3684 9.60138 9.39851 20.6627 9.29842 8.86925 8.79513 8.62113 8.5149 8.49063 9.30096 8.41085 8.36653 8.33483 8.33087 8.22873 10.7809 7.70387 7.66678 7.66525 7.62144 7.57271 7.55661 8.14777 7.48652 7.32382 7.23865 7.14654 7.80202 7.66946
threshold=1.0000000180025095e-35 3.4450000000000007 0.38699790570434939 -0.18120857699805074 1.6650000000000003 0.18263157894736848 -30.261235179413003 -0.39017543859649123 140.85083716970294 1.5000000000000002 2.5000000000000004 -244.68578366181802 2.0350000000000006 2.5000000000000004 1.5000000000000002 0.75948717948717959 -0.74307692307692297 1.5000000000000002 2.5000000000000004 0.55727272727272736 133.37032169790021 0.24228070175438596 2.5000000000000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 -0.059610389610389593 3.5000000000000004 4.5000000000000009 0.29655050163437163 0.0049530956848029507 -49.416751706258985 -0.26166666666666666 3.2750000000000004 2.7750000000000004 1.5000000000000002 2.5000000000000004 0.18482827913774202 5.1833333333333345 1360.3386989408682 0.28735932144373555 1615.4459949787793 3.5000000000000004 0.022211538461538404 -0.36097222222222214 1.8050000000000004 3.0350000000000006 0.87000000000000011 1.591666666666667 0.25253755198853084 0.20637070574773184 4.5000000000000009 1505.2408729264996 4.1833333333333345 2.7850000000000006 2.8650000000000007 0.090567327409432671 2.9750000000000005 2.7958333333333338 0.53683333333333338 0.38750000000000007 0.47763888888888895 2.446557452170925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=429.45377454161644 38.809161305427551 10.404193371534346 298.9171034693718 10.658619016408919 41.71932727098465 156.52487525343895 35.966568112373352 200.30496290326118 21.414955317974091 255.84592592716217 41.803231924772263 7.766054391860961 131.55987045168877 117.11429065465927 17.062636852264404 37.340868473052979 76.466094970703125 259.85164478421211 31.536036968231201 9.6377665698528272 31.95021978020668 18.615058332681656 13.760995775461195 158.91793069243431 134.78730010986328 272.79328584671021 76.577114701271057 116.96403694152832 71.787879317998886 373.71620720624924 203.05614948272705 40.044854819774628 109.16955652832985 212.37351137399673 27.431041538715363 145.82231384515762 56.640063673257828 39.783316791057587 13.705220103263853 71.684512555599213 115.50471532344818 8.5569252073764783 117.91437646746635 18.579483449459076 176.27232906222343 7.3844288289546958 66.195802599191666 8.1829846203327161 13.001503229141234 41.261076956987381 193.00254821777344 29.843164473772049 55.248015761375427 76.018076032400131 10.382184773683546 11.813945233821867 185.8937172293663 22.77510342001915 20.378717631101608 24.856279343366623 21.934729039669037 43.782042324542999 173.2367222905159
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internal_count=15849 14673 10831 8257 3842 6788 6058 2767 3580 2478 1986 1291 2574 2654 1223 730 1469 2982 2353 1759 1363 685 598 1733 1377 1075 944 1587 859 1177 1431 492 344 886 630 1257 1028 461 145 251 347 316 577 257 631 106 463 229 167 132 635 501 285 398 177 629 597 766 129 589 728 203 525
is_linear=0
shrinkage=0.05


Tree=4
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 35 73 41 65 65 65 65 65 51 7 8 35 66 22 10 66 29 70 6 56 39 3 60 71 8 72 30 5 70 42 0 64 2 8 29 34 3 71 1 5 49 0 65 8 42 71 31 31 66 42 48 54 40 41 65 3 3
split_gain=2012.99 467.074 1121.04 335.817 303.038 69.6974 44.2206 40.9932 31.0395 27.102 21.5299 18.0003 15.9819 13.655 11.6873 10.1108 9.10121 9.00429 8.91017 10.4247 11.2881 8.66819 8.885 9.49058 8.66654 8.23543 8.15031 7.86917 10.344 8.53995 8.1455 8.57266 7.7053 7.89009 7.48913 7.38134 7.37983 10.0857 9.91936 11.0579 9.77986 8.52244 8.43453 8.3391 9.38393 9.04376 10.5307 8.39879 8.1773 9.28878 8.64579 7.82566 7.76968 8.69674 7.36728 7.02777 6.98283 12.2999 6.84917 6.82566 6.766 6.59269 11.1445
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 3 4 5 7 56 -9 -10 11 13 15 17 -15 -16 16 -18 -19 19 54 -22 22 -24 -25 34 -27 55 30 29 -31 -32 -33 -34 -35 36 -37 40 -39 41 -41 52 -43 -44 -45 -46 46 47 -49 49 51 -52 -53 53 61 58 -57 -58 -59 59 -61 -62 -63 -64
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leaf_weight=368.78024932742119 793.74117997288704 174.83165603876114 956.88670337200165 11.877004563808439 371.10621383786201 5.7947635948657981 8.0017272531986219 99.26686093211174 74.535298228263855 325.60487648844719 27.439286351203918 9.1542177200317401 6.2891445755958584 20.08610925078392 8.830754876136778 5.8902855813503256 66.711479008197784 67.87562683224678 49.094877541065216 25.748802721500397 6.3694466650485984 8.6382605433464068 27.74032860994339 9.9019934237003309 8.2509780526161176 40.672373116016388 15.449715048074724 11.302565217018129 6.2499702274799374 19.067941755056381 11.826515287160872 8.6727204322814959 51.581127107143402 14.750469595193861 25.350131839513782 17.41339185833931 90.387845367193222 26.474783807992935 20.366869688034061 6.3452948331832877 38.175670027732849 7.8669430911540976 47.770775228738785 10.270921796560286 34.719850301742554 41.225765556097031 8.4437417387962359 21.809956699609756 8.0716496706008893 128.06395277380943 5.9943493902683249 35.915019422769547 75.867747247219086 30.206445455551147 30.434520840644836 6.9123500585556021 9.3417303860187513 11.308546662330626 10.567810922861101 6.4480318725109091 69.622967958450317 12.853621065616606 25.642963260412216
leaf_count=1176 2829 581 3408 40 1320 20 27 351 261 1115 91 32 22 70 29 20 234 238 165 87 22 29 93 33 28 135 53 38 21 64 39 29 180 50 87 59 304 90 68 21 127 27 158 34 119 142 29 73 27 429 20 120 257 101 105 23 33 38 36 22 241 43 86
internal_value=-3.35223e-05 -0.00983859 -0.00181761 -0.0217674 -0.00565745 -0.0302755 0.039267 -0.0112847 0.0172258 0.0208772 0.042355 0.0171933 0.00310678 0.0380835 0.0531741 -0.00210604 -0.0117638 -0.00138952 0.0214065 0.0325462 0.0488963 0.0547164 0.0350833 0.061881 0.0391913 0.0589328 0.00854906 0.0504262 0.0348126 0.0528724 0.0686877 0.0492169 0.000421495 0.0259227 0.0381259 0.0242859 0.0386826 0.0444101 0.0471455 0.020771 0.0340928 0.050436 0.052073 0.026647 0.0243523 0.0294116 0.0161215 0.0385243 0.0475319 0.0435586 0.0734639 0.0461362 0.042521 0.0372232 0.0201575 0.0349433 0.00723564 0.0115553 0.00847246 0.0338778 0.00445799 0.0501101 0.0426796
internal_weight=4581.9 4213.11 3419.37 2301.71 1344.83 647.857 1117.66 276.751 696.97 622.434 1019.39 553.438 177.484 757.601 14.6255 99.1694 72.6018 162.858 454.268 128.663 55.4643 261.785 46.2806 18.5403 737.515 215.504 94.9828 68.9967 37.1949 25.3179 31.8018 19.9753 72.6207 21.0396 710.075 26.5676 701.824 312.22 285.745 31.6954 389.605 254.05 246.183 206.858 196.587 161.867 71.4795 30.2537 198.412 172.051 26.3612 163.979 182.746 144.571 73.1992 22.3621 98.275 88.9332 47.4504 17.0158 77.6247 68.703 55.8494
internal_count=15849 14673 11844 8083 4675 2286 3761 966 2389 2128 3422 1897 615 2551 49 345 254 566 1552 437 187 871 155 62 2481 716 328 231 125 85 106 67 252 72 2390 91 2362 1047 957 108 1315 849 822 701 667 548 244 102 664 576 88 549 614 487 250 76 339 306 163 58 268 230 187
is_linear=0
shrinkage=0.05


Tree=5
num_leaves=64
num_cat=0
split_feature=39 36 73 73 2 42 73 73 73 65 36 65 7 2 65 73 73 73 73 65 36 34 73 73 65 38 65 73 73 73 73 65 65 2 37 72 61 2 65 34 73 39 71 2 4 20 73 26 72 39 44 5 55 27 29 72 5 60 2 69 21 10 29
split_gain=544.18 215.364 211.976 159.803 92.615 67.6855 62.0865 101.028 59.9801 41.2656 32.3979 26.5354 25.6972 25.1248 21.3563 21.0683 22.2963 20.546 26.9474 21.953 17.7377 15.5572 14.5634 21.7158 13.2382 13.0537 12.9185 15.0214 13.1132 12.7008 14.7396 12.3197 11.7575 11.6613 11.445 11.2839 10.3244 10.2941 9.99954 9.90381 10.3009 9.83426 9.3505 9.07197 11.7631 8.9678 8.89981 8.77823 8.30267 8.28309 8.22874 8.12585 7.98399 7.94868 7.84739 7.70582 7.55668 7.39546 7.36481 8.01941 9.61492 7.3474 8.82791
threshold=0.39145056846074666 3.4650000000000003 1.0000000180025095e-35 1.0000000180025095e-35 -215.29739813967396 2.0750000000000006 1.5000000000000002 2.5000000000000004 3.5000000000000004 -0.26166666666666666 6.870000000000001 -0.14653958944281528 31.421395214408339 149.17942255685935 0.15900207900207899 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 -0.24624113475177309 2.2850000000000006 2.1150000000000007 2.5000000000000004 3.5000000000000004 0.32038461538461543 0.25399290705309441 -0.059610389610389593 2.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 0.16220720720720719 -0.071923076923076937 20.737119683056907 0.40724258388952139 0.25291666666666662 1.0000000180025095e-35 -30.261235179413003 0.21809523809523798 6.205000000000001 2.5000000000000004 0.29655050163437163 -0.19999999999999993 -61.791432776044637 1508.0015614687754 1.0000000180025095e-35 1.5000000000000002 0.47211111111111115 -0.2591666666666666 0.31165103878116857 7.0750000000000011 1514.1126857058928 1.4450000000000001 0.5481666666666668 7.154761904761906 -0.42541666666666661 1538.7492653440229 0.069435023138726806 143.26237402220877 0.47000000000000003 0.38750000000000007 1.9309523809523812 5.8944444444444457
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=3 10 4 5 6 26 7 8 12 13 -12 24 -14 -15 50 16 -18 18 22 -21 -22 -23 23 -25 -26 34 29 -29 -30 30 -32 -33 55 -35 -36 -37 45 -39 -40 42 52 48 -44 56 -46 -47 61 54 -50 -51 51 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
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leaf_weight=225.33466339111328 54.506628036499023 70.645462036132812 52.011888772249222 32.956947177648544 31.987663090229034 37.324190974235535 118.22163417935371 44.6774722635746 362.42057079076767 27.586547672748566 280.2210558950901 10.033946067094801 69.550182014703751 42.866488337516785 35.489391177892685 66.841125071048737 121.51905587315559 23.317451417446136 226.10463216900826 157.0280878841877 10.937027424573897 44.174693942070007 28.885264277458191 287.0847507417202 26.063804179430008 35.068192809820175 58.328783512115479 105.60324755311012 49.677072614431381 75.611215651035309 165.06527462601662 19.002316266298294 15.371372729539869 256.86201670765877 78.315200597047806 32.907138168811798 7.6630572080612165 259.40086084604263 12.173264265060423 18.215163081884384 49.459443151950836 50.229651421308517 62.248172163963318 200.41839870810509 54.60874006152153 6.9876008331775665 13.080929607152941 36.797818630933762 98.046613156795502 300.19122585654259 17.086249917745594 8.3418788313865644 88.854597687721252 17.505557864904404 7.3843043446540824 134.92581164836884 9.6015344560146314 25.022153377532959 6.5542688965797415 43.716534495353699 10.314296543598173 21.046217620372772 9.2213620543479902
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internal_weight=4948.7 4095.33 2846.72 853.373 2621.38 798.866 2514.25 2007.57 1332.3 583.725 1248.61 506.683 748.571 539.048 496.181 679.021 316.601 968.385 897.74 180.346 107.131 195.081 717.394 491.289 414.11 388.046 503.783 192.605 87.0013 311.179 240.676 150.907 204.205 675.275 378.012 131.904 98.9973 435.264 70.502 295.083 214.619 175.863 80.4633 299.697 89.6769 14.6507 76.3055 96.194 148.276 418.413 60.9175 25.4281 138.314 84.3467 44.1821 150.297 210.02 53.9074 92.5728 86.0185 42.302 43.3485 22.3023
internal_count=15849 13180 9114 2669 8374 2490 8041 6435 4252 1849 4066 1606 2403 1711 1572 2175 1008 3144 2912 579 333 617 2333 1593 1317 1233 1581 601 274 980 760 479 657 2183 1202 417 312 1376 220 909 662 552 247 951 284 46 237 298 464 1348 196 81 425 266 138 486 667 171 289 268 131 136 70
is_linear=0
shrinkage=0.05


Tree=6
num_leaves=64
num_cat=0
split_feature=73 36 39 65 65 40 2 65 2 73 73 2 42 65 65 73 73 65 2 73 73 73 73 73 39 73 73 65 65 73 73 73 42 65 38 65 3 73 73 8 38 73 73 0 65 65 73 26 34 46 39 69 49 52 65 31 28 45 30 27 44 26 26
split_gain=554.99 457.184 231.683 124.567 71.1195 70.1936 63.4883 39.5215 33.1437 29.4028 34.6305 31.9504 27.61 25.6347 21.9841 21.2159 65.1132 17.4901 17.0842 16.5817 15.8934 17.041 27.3241 20.6335 14.7105 14.2536 15.0285 13.4641 13.4122 13.0788 12.6874 18.5547 12.6748 9.44004 9.16345 8.75347 9.16439 8.72072 18.9182 8.48153 8.30051 8.26111 17.6277 8.82365 8.04758 7.97167 7.88231 9.99716 7.83302 7.8182 7.75653 7.66532 7.63663 7.60516 7.59298 7.49088 7.44537 12.2215 9.54771 7.4184 7.37016 7.18005 7.09458
threshold=1.0000000180025095e-35 3.4450000000000007 0.38699790570434939 -0.18120857699805074 0.30064777327935227 1.6650000000000003 -30.261235179413003 -0.39017543859649123 149.17942255685935 1.5000000000000002 2.5000000000000004 -244.68578366181802 2.0350000000000006 1.0000000180025095e-35 -0.74307692307692297 1.5000000000000002 2.5000000000000004 0.55727272727272736 133.37032169790021 2.5000000000000004 4.5000000000000009 1.5000000000000002 2.5000000000000004 3.5000000000000004 0.29655050163437163 1.5000000000000002 2.5000000000000004 0.75948717948717959 -0.055749385749385698 3.5000000000000004 3.5000000000000004 4.5000000000000009 3.0350000000000006 0.34794258373205739 0.25439933143058507 0.051050454921422607 1603.1787203898634 1.5000000000000002 2.5000000000000004 1.591666666666667 0.28189104564058137 2.5000000000000004 1.5000000000000002 1425.8328733816199 0.010952380952380903 -1.0000000180025095e-35 1.5000000000000002 0.54527777777777786 2.3350000000000004 3.1350000000000002 0.25253755198853084 0.87000000000000011 3.6050000000000004 3.3850000000000002 -0.36097222222222214 0.090567327409432671 5.2928571428571436 1.0750000000000004 0.18482827913774202 0.51414285714285735 7.1650000000000009 0.44354166666666667 0.50050000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 6 28 9 -7 15 32 44 -12 -4 20 -2 34 61 25 37 46 21 -9 -23 -24 39 -14 -27 48 -3 -28 52 56 -5 41 -8 36 -26 51 -39 50 -21 42 -15 -43 -11 -31 -10 -48 -6 -20 -13 -16 -18 -25 -40 -36 58 -58 -32 -44 62 -17 -22
right_child=1 5 12 4 27 7 8 13 19 10 11 24 17 33 18 16 30 -19 49 40 60 22 23 53 35 26 29 -29 -30 45 31 -33 -34 -35 55 -37 -38 38 54 -41 -42 43 59 -45 -46 -47 47 -49 -50 -51 -52 -53 -54 -55 -56 -57 57 -59 -60 -61 -62 -63 -64
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internal_weight=5848.58 5426.63 3993.74 3053.84 2514.9 1432.88 2367.04 1030.41 1403.19 963.851 770.663 505.699 939.907 988.872 538.931 1194.32 940.585 644.3 500.632 208.864 625.643 532.153 406.229 230.738 463.636 634.613 503.298 147.868 402.47 346.001 636.301 345.247 193.189 363.229 253.738 394.372 323.096 461.241 376.737 69.2646 124.925 299.614 129.433 170.181 264.963 191.986 83.9389 47.4729 110.385 39.391 54.6972 84.5046 291.055 98.5707 232.235 246.027 184.391 38.54 145.851 65.4663 93.4901 304.283 33.2831
internal_count=15849 14673 10831 8257 6788 3842 6392 2767 3780 2612 2092 1368 2574 2654 1469 3220 2539 1759 1363 560 1681 1431 1094 619 1252 1733 1377 396 1075 944 1712 931 520 973 681 1066 874 1257 1028 186 334 803 348 455 724 526 226 128 296 106 147 229 781 265 631 660 499 104 395 177 250 827 89
is_linear=0
shrinkage=0.05


Tree=7
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 35 41 65 65 65 65 65 37 66 9 7 30 0 64 2 19 56 24 29 72 35 66 22 4 55 66 34 11 38 7 60 39 24 3 60 30 5 70 18 40 3 10 66 30 42 8 30 44 10 38 15 48 54 24 9 30
split_gain=1718.39 442.884 1009.66 324.125 283.772 68.0718 39.2905 37.169 27.7463 23.3609 18.1348 16.0644 14.1808 12.2495 10.0794 9.5453 11.7763 9.28248 8.72268 8.43187 9.10929 9.06186 8.85531 8.39391 8.56342 8.52784 12.3046 8.3036 8.09772 9.3213 8.082 9.92717 7.9975 8.04843 7.61044 7.60675 7.43428 7.35833 7.33719 7.3053 8.03639 8.19072 7.1083 7.248 7.0884 7.02194 7.89305 7.33036 6.92863 6.78203 6.67692 6.66411 6.66325 8.15931 6.61051 7.91804 6.60817 6.70672 6.57173 11.1328 6.5108 6.42832 6.26711
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 4.0750000000000011 2.3450000000000002 -0.26166666666666666 -0.20801843317972349 0.10943722943722932 -0.32824915824915823 0.75948717948717959 0.33408380351160727 2.9868421052631584 1.5773809523809526 -13.429085792660656 0.11639196206818692 1490.4340379826369 0.014558823529411702 -175.09111718451501 1.5000000000000002 1.8150000000000002 0.81666666666666676 3.683333333333334 0.13666666666666669 3.2750000000000004 2.7200854700854706 0.18333333333333332 1461.4726461391726 1.6950000000000001 2.9627586206896557 1.7250000000000003 1.6904761904761907 0.27958132175713052 -4.6052894387242977 0.080634195075344611 0.33001405949385826 0.88194444444444453 1499.9968048655444 0.058149767143676707 0.12546296296296297 1486.7188538148837 -0.012916666666666647 1.0000000180025095e-35 2.5150000000000001 1512.6535792936552 2.183333333333334 2.517323775388292 0.16015267175572517 2.0350000000000006 1.9666666666666668 0.13423734983618493 8.1150000000000002 1.2583333333333335 0.28544316676470105 0.90000000000000013 2.8950000000000005 1.5850000000000002 0.43650793650793651 2.2583333333333337 0.13060200668896318
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 -6 12 10 9 39 15 28 14 19 -7 -3 50 51 35 20 21 22 -12 24 30 49 -27 38 -11 48 31 52 -31 -34 -33 -19 56 45 42 40 41 -5 43 -14 60 -25 47 -47 -30 -26 -17 -13 53 -21 55 -22 -32 -58 59 -9 -24 -10 -62
right_child=1 2 3 4 5 6 -8 58 61 11 13 17 27 -15 -16 16 -18 18 -20 23 54 -23 44 37 25 26 -28 -29 29 32 36 34 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 57 -59 -60 -61 62 -63 -64
leaf_value=0.10002699183718794 -0.043737406054575288 0.057844919960366864 -0.043774431905305666 -0.0038259567733677476 -0.043824473236768073 0.0082304538213885618 -0.036336192556851402 0.0044659966792095695 -0.018029313995196371 0.016311005857536708 -0.0034537519467057725 -0.011524791100244507 -0.020425415225730197 -0.035833969244612456 0.090195410057642825 0.085655216877772486 -0.0083914712747202701 -0.012551503341090115 -0.019162260976479467 0.043677458510611888 0.067899077951899006 0.048177110260704821 0.01707505035089164 0.026161264533881751 -0.00038484032043204332 0.074271353996075332 0.022455313870806844 -0.014542110942087589 0.054860315792397446 0.041149355466388059 -0.032105584939418744 0.077549473132135893 -0.015750044056498415 0.024916276001508895 0.015270759869341871 0.065221966044355234 0.024670802667585343 0.0043751848951736304 0.033244305985556007 0.018988516502070379 0.076549721202647539 0.055362861425130583 -0.0094370559802706717 0.043773271630085119 0.0036394787135640449 0.01159524820845143 0.071627070925353489 0.055723668959677411 9.9756319837231622e-05 0.062363648983237555 0.029147484598904413 0.041163730530869705 0.056941303352322996 -0.0088932849761907476 -0.018307388101910137 0.012886088929560028 -0.0061744908603709077 0.034856724225501907 -0.03320547075741994 0.057007061207083078 0.040457884533692562 0.026904326350269694 0.1056526298070454
leaf_weight=391.94706824421883 769.16454461216927 165.44701620936394 928.2875725030899 8.3295659124851245 360.411626547575 7.4025118649005872 96.980328798294067 77.596647441387177 64.37497279047966 328.16395619511604 17.625640094280243 9.0665682852268237 6.2160368561744717 5.8769381046295157 7.6031328141689301 8.6654144823551196 13.102238565683363 6.2312468886375409 59.185654312372208 12.188117474317552 9.6368992030620593 288.55371940135956 7.1454019844532075 28.230671286582947 15.302992701530458 31.041567176580429 18.160006582736969 66.902251303195953 44.335959047079086 29.202126502990723 10.773849576711653 20.519910097122196 20.612487345933914 29.695090234279633 6.4463898539543143 6.3456071317195892 154.86905491352081 10.859031200408934 22.710645407438278 17.479431807994843 25.45621395111084 19.595262110233307 51.099059253931046 15.019496053457258 9.0266923010349256 14.617526382207869 38.0135398209095 26.420512318611145 6.6416280269622794 5.9924269616603842 13.176609367132185 17.75143575668335 11.143442451953886 18.712954342365265 8.9957202374935132 20.358349651098251 22.522796392440796 17.853661000728607 9.1484461128711683 11.587601661682127 6.9196603298187238 9.0826817750930768 7.8886512219905853
leaf_count=1176 2829 530 3408 28 1320 25 351 268 229 1115 59 32 22 21 24 28 43 22 210 40 32 935 24 93 51 102 60 238 145 97 36 67 72 100 21 22 512 36 76 57 82 64 180 50 30 48 124 87 23 20 43 59 37 62 30 68 75 59 33 38 23 32 26
internal_value=-7.54789e-05 -0.00946683 -0.00173354 -0.0210802 -0.00531039 -0.0295449 -0.0107575 0.0365429 0.0166026 0.0200032 0.0393056 0.0165645 0.00326107 0.036101 0.0497609 0.0528298 0.0290851 -0.00174725 -0.0111266 0.0366044 0.0421668 0.0448128 0.0248405 0.0320919 0.0281581 0.0437055 0.0551464 -0.00104749 0.0205004 0.0310363 0.024173 0.0389823 0.0203358 0.00825409 0.0626615 0.0266888 0.0192123 0.043597 0.00845137 0.0470439 0.0562306 0.0377077 0.000667214 0.0249811 0.0409379 0.047567 0.0552113 0.0400054 0.0477258 0.0172723 0.0515659 0.0233509 0.023795 0.0118419 0.0192862 0.0305607 0.00268527 0.0119687 0.00715269 0.0112926 0.0562738 -0.0124735 0.0751883
internal_weight=4569.71 4177.77 3408.6 2264.18 1335.89 634.345 273.933 1144.42 701.55 628.092 1046.09 557.232 176.953 845.696 15.0056 200.391 34.9443 98.5805 71.7625 839.819 376.151 337.16 48.606 463.668 345.527 70.497 49.2016 161.947 458.651 130.487 275.03 69.0108 79.5097 50.3076 26.9663 12.5769 206.019 118.141 95.0452 70.8605 53.381 27.9248 72.3346 21.2355 30.9804 107.282 79.0516 41.038 50.9776 21.2954 21.842 26.818 42.0445 30.9011 38.991 29.9952 51.1503 40.3765 98.3327 89.1842 21.9537 73.4577 14.8083
internal_count=15849 14673 11844 8083 4675 2286 966 3761 2389 2128 3422 1897 615 2778 49 644 114 345 254 2757 1227 1097 162 1530 1142 233 162 566 1552 437 909 227 269 172 88 44 682 388 328 231 174 92 252 72 103 352 259 135 168 71 71 91 139 102 130 100 170 134 339 306 73 261 49
is_linear=0
shrinkage=0.05


Tree=8
num_leaves=64
num_cat=0
split_feature=39 36 73 73 2 42 73 73 73 65 36 7 65 2 65 73 73 65 73 73 36 65 65 73 73 65 73 73 65 73 73 2 22 28 21 34 66 65 44 38 65 27 71 66 26 3 5 2 72 39 39 73 73 66 26 29 55 26 27 10 28 66 6
split_gain=481.963 197.649 198.654 142.69 81.4002 56.9389 56.1537 93.2384 53.4174 35.9256 30.9764 23.6147 23.4438 22.9151 20.1766 19.97 25.3826 19.8863 18.9685 19.8621 15.631 14.555 14.1905 14.0743 20.1537 11.2717 12.6736 11.3661 11.2188 11.1701 13.1707 10.9318 10.4164 10.2554 11.4711 10.0811 10.4493 8.89545 8.59254 8.42214 8.40734 8.24976 8.64876 8.2228 8.17188 10.0634 9.55915 8.11931 8.02387 7.8524 7.81291 7.81003 9.30265 7.55215 7.54134 7.36909 7.17443 6.90265 8.1022 9.14348 8.2349 7.85267 8.34009
threshold=0.39145056846074666 3.4650000000000003 1.0000000180025095e-35 1.0000000180025095e-35 -215.29739813967396 2.0750000000000006 1.5000000000000002 2.5000000000000004 3.5000000000000004 -0.34481203007518796 6.870000000000001 31.421395214408339 -0.29651821862348177 149.17942255685935 0.12554865424430639 1.0000000180025095e-35 1.5000000000000002 -0.24624113475177309 4.5000000000000009 5.5000000000000009 2.2850000000000006 0.041481481481481355 -0.18969696969696967 2.5000000000000004 3.5000000000000004 -0.059610389610389593 2.5000000000000004 1.5000000000000002 0.14821705426356577 1.5000000000000002 2.5000000000000004 20.737119683056907 0.61250000000000016 5.2928571428571436 0.30785714285714288 2.1150000000000007 2.4456264775413716 0.32038461538461543 5.3450000000000006 0.17843495021775244 -0.37227272727272726 0.54211111111111121 -0.094583333333333242 3.2752525252525255 0.56211111111111123 1473.8254867724656 1489.8787591209141 -153.30663743881402 -0.081249999999999975 0.31165103878116857 0.33607703576597608 2.5000000000000004 1.5000000000000002 3.0759615384615393 0.47211111111111115 5.6833333333333345 1.4450000000000001 0.60527777777777791 0.57950000000000002 2.0333333333333337 3.8944444444444448 2.0928315412186387 1502.4464904732019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 20 39 12 31 9 -9 15 18 -6 14 43 -3 17 -17 57 22 54 33 -20 -18 28 26 27 -7 40 37 -31 49 35 44 -35 36 41 -27 -16 -5 -25 -24 -43 47 46 -46 -14 48 -11 -8 -23 52 -41 -49 -4 -19 -53 58 60 -60 61 62 -10
right_child=3 10 4 5 6 25 7 8 11 13 -12 -13 21 -15 38 16 23 55 19 -21 -22 50 32 24 -26 29 -28 -29 -30 30 -32 -33 -34 34 -36 -37 -38 -39 -40 51 -42 42 -44 -45 45 -47 -48 53 -50 -51 -52 56 -54 -55 -56 -57 -58 -59 59 -61 -62 -63 -64
leaf_value=-0.04570015879127378 -0.04570015879127378 -0.04570015879127378 0.064920234655315032 0.074058671464090425 0.05532824812324369 0.044600114770676921 -0.023005063373099235 0.070314066495618263 -0.0010158912651278668 0.070464878124469804 -0.03884741665518289 -0.031130018133813414 0.033262319666251976 -0.020848260500373295 -0.026405668166042298 0.041707205239412952 -0.032431222721329096 -0.010228772209589823 0.04826677872400445 -0.0072576055553957401 -0.010746090162077806 -0.007462679535411844 0.012955066811586043 0.042925091579076619 -0.025878330446366185 0.046065473212532383 0.049613722179048587 0.0083783441132517251 -0.028981094960062272 0.00052570377516301156 0.025634284350598002 -0.025195955242561033 -0.022029210017124889 0.032080316292690057 -0.020436846813557456 0.041524720586226561 -0.0080132207335433022 -0.012559501611928814 0.0078893711207330113 0.058456605600283762 -0.0024481504325675114 0.011877762400047363 0.087343166510846226 0.05009924559469181 -0.0087839525614228069 0.062043472566340831 0.013295139723418684 0.019137510699698768 0.016802363626533458 -0.0077144306029861241 0.02576223818694881 0.043001124271724527 0.026077293709493628 -0.017431788898354311 0.037200935561621427 0.034705378358100059 0.065874098223514324 -0.036795547811542414 -0.0021286741802528839 0.049380381194860962 -0.016266192150816809 -0.01134527652101976 0.037016693301583872
leaf_weight=219.0910130739212 52.996339648962021 68.687993288040161 53.744238764047623 53.695483833551407 36.673748254776001 38.260794043540955 116.78013253211975 30.129543751478195 38.049457311630249 15.050675868988039 272.31910651922226 67.875742375850677 87.081867635250092 42.900545656681061 32.097580581903458 23.731185853481293 221.31831011176109 146.16527104377747 33.259784787893295 120.81629785895348 10.930039405822752 96.502415895462036 49.361156135797501 10.942513972520826 281.40045663714409 64.901979088783264 108.5940515100956 49.90851816534996 39.905926883220673 75.850365310907364 167.7024904191494 252.87989035248756 19.326495796442032 15.594865143299101 31.200666725635529 32.597712457180023 47.039575785398483 7.1871049106121054 42.378022521734238 39.852382630109787 152.37952682375908 6.676494449377059 8.8018482625484449 23.380006283521652 6.3684799075126675 23.600131899118423 192.32411032915115 375.55900290608406 12.968030631542204 298.7921846807003 21.666589945554733 49.527573555707932 50.030379265546799 14.66960236430168 45.15104541182518 9.7318378984928113 111.38373053073883 19.745168149471283 25.644767761230469 12.974458038806914 173.13362142443657 67.358193933963776 23.205565333366394
leaf_count=740 179 232 160 159 111 116 383 89 123 46 922 228 272 141 105 73 740 475 101 391 35 309 156 34 936 197 327 158 131 241 519 835 61 49 99 100 151 23 135 118 492 21 27 73 20 74 604 1174 40 965 68 149 154 46 138 31 329 64 83 42 562 218 75
internal_value=2.31646e-05 -0.00719717 3.97337e-05 0.033805 0.00385837 0.0389629 0.002018 -0.00175566 0.00587694 0.0171306 -0.0239733 -0.00301194 0.0168128 0.0142641 0.0171828 -0.0197286 -0.0177142 -0.000932942 -0.000196953 0.00870453 0.0459939 0.013835 0.0184907 -0.0219842 -0.0172133 0.028787 0.0381796 0.0240967 -0.00521511 0.0229319 0.0178146 -0.0169991 0.0124447 0.0188799 -0.00293522 0.0170563 0.00992698 0.0402207 -0.00689114 0.0560872 0.000591839 0.0229422 0.0547916 0.0212426 0.0221796 0.0469923 0.0195183 0.0196295 0.045628 -0.0120113 -0.00137081 0.0522394 0.0404337 0.0177628 0.0522649 -0.00742377 0.0588339 -0.00805452 -0.00638721 0.0151762 -0.00914702 0.000436517 0.0133922
internal_weight=4939.85 4069.96 2843.38 869.891 2624.29 816.895 2514.46 2003.45 1335 589.133 1226.58 745.866 511.013 559.003 516.103 954.263 885.575 179.628 677.991 317.879 109.825 474.339 197.063 705.947 484.628 512.405 196.763 88.1693 203.228 315.642 243.553 668.452 163.803 356.17 46.7955 144.477 111.879 72.0891 74.4756 304.49 163.322 64.8395 15.4783 441.627 309.375 29.9686 279.406 418.247 28.0187 415.572 118.169 250.794 89.8828 390.229 98.8953 155.897 160.911 360.111 340.366 38.6192 301.747 128.613 61.255
internal_count=15849 13180 9114 2669 8374 2490 8041 6435 4252 1849 4066 2403 1606 1760 1619 3144 2912 579 2175 1008 333 1495 617 2333 1593 1581 601 274 657 980 760 2183 516 1118 148 455 355 220 240 909 526 204 48 1379 970 94 876 1306 86 1348 377 750 272 1220 298 506 478 1167 1103 125 978 416 198
is_linear=0
shrinkage=0.05


Tree=9
num_leaves=64
num_cat=0
split_feature=73 36 39 65 40 2 65 65 73 73 2 42 65 2 73 73 73 73 65 65 37 65 26 28 65 65 65 7 65 70 73 8 27 73 73 73 69 26 2 27 19 1 6 4 38 69 69 49 27 11 23 71 3 37 27 34 65 64 3 24 27 40 19
split_gain=505.617 410.329 189.215 100.885 81.8115 61.6359 59.706 48.5885 36.785 88.6919 40.3821 25.4142 25.1171 21.4486 20.1497 48.5618 18.0473 23.2417 15.9639 15.2426 15.2389 14.7871 14.6459 14.2265 13.4899 13.2568 11.3483 9.38964 9.31546 9.39831 9.2428 9.04034 8.32421 8.06026 7.55204 15.7012 7.61004 7.54976 7.52096 7.46636 7.50487 7.40767 7.30751 7.23527 11.4176 7.22925 7.19306 7.11236 7.04759 7.03844 6.81752 6.57431 6.48445 6.47059 6.38776 6.35887 6.25848 6.24803 6.23348 6.22489 9.05558 8.28578 6.14063
threshold=1.0000000180025095e-35 3.1150000000000007 0.38699790570434939 -0.18120857699805074 1.7050000000000003 140.85083716970294 0.30064777327935227 -0.23811105345096004 1.5000000000000002 2.5000000000000004 -244.68578366181802 2.0350000000000006 0.14066176470588229 133.37032169790021 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 0.55727272727272736 -0.57833333333333325 0.50064797802329719 -0.3156521739130434 0.58267857142857149 5.8452380952380958 -0.46248366013071895 -0.14401433691756271 0.75948717948717959 -49.416751706258985 0.0077003484320557012 0.17541666666666669 2.5000000000000004 1.0690476190476195 0.41707142857142859 2.5000000000000004 1.5000000000000002 2.5000000000000004 0.87000000000000011 0.54707142857142876 -159.58170150919827 0.50612500000000005 4.5000000000000009 1615.4459949787793 1531.5543683065725 1492.3527519543338 0.29249447449339377 0.13000000000000003 0.69000000000000006 2.4850000000000008 0.53707142857142876 1.591666666666667 3.3095238095238098 -0.010833333333333249 1597.3616038447228 0.42790460020620968 0.45414285714285713 2.3350000000000004 0.35636363636363638 0.011079545454545451 1494.6176395585019 0.5277777777777779 0.54211111111111121 2.7850000000000006 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 21 6 8 24 27 28 -11 56 14 19 -9 48 38 22 25 -2 43 37 -18 33 -6 -13 55 -5 29 57 41 -27 -19 -7 36 -36 -21 -3 58 40 46 49 -31 44 47 -14 -37 -17 -16 -23 51 -50 -26 -41 -48 -8 -4 -10 -12 60 61 -34 -45
right_child=1 4 11 5 7 23 26 12 9 10 16 18 45 -15 15 20 17 32 -20 34 -22 30 -24 -25 52 31 -28 -29 -30 42 -32 -33 59 -35 35 39 -38 -39 -40 53 -42 -43 -44 62 -46 -47 54 -49 50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.053262987881864482 -0.050412416403641559 -0.033250807065275001 -0.038479655027998029 -0.03059667865316032 -0.035395625835145647 0.0099890518738020503 0.033393472725713295 0.032244976725980666 -0.031672439231004886 -0.042883479801745061 -0.024916681973332733 -0.031686056639268732 0.056008082925954307 0.017962258045408963 -0.0071459426279712052 0.021632382561617727 -0.0113972182927621 0.048684520166521 0.04435753128352532 -0.010437259124022963 0.029441604385364313 0.047049893473152214 0.026053401216028029 0.050174009554711178 -0.0054990437599643149 -0.0080816648342367983 0.063247185093632086 0.015660117251536026 -0.0075869768050807994 0.00060195868687746082 0.049810637885673331 -0.022279572655329431 0.018658733091436373 0.032409693571331 -0.03707341386160011 -0.01841803827671705 0.042875242606192632 0.027570995262518789 0.017180643477233956 -0.028936859355649408 0.033596267020696062 -0.011015545191099863 -0.050600124725444798 0.026923917803427695 0.024190573960875483 0.032412787197412855 -0.017981094732586016 -0.028619863171911088 0.0061943349130633499 0.023012873543615545 -0.025691130655881217 0.055104395431667057 0.024227396012762956 0.0072800773994211049 0.033684204710863273 -0.0039417210115899257 0.00035326427674788898 -0.016301623341318235 0.018406509306856219 0.022964479547784081 -0.013688336750250838 -0.016990275691583522 -0.0066173662247125571
leaf_weight=413.0720362663269 44.666224539279938 8.9006188809871691 281.06045761704445 11.294008344411848 34.877088785171509 72.103094935417175 78.931237399578094 192.05304738879204 229.24343109130859 41.156377822160721 20.299101144075394 180.15481179952621 39.723338514566422 34.96245551109314 216.01665318012238 8.9431380629539472 269.75803884863853 15.289538264274595 9.7166366875171644 63.272927194833755 327.65544694662094 72.662466883659363 28.903042703866959 64.740080624818802 104.53194418549538 210.67950063943863 30.345172882080078 383.33928471803665 115.02568444609642 54.090048372745514 286.67178463935852 239.6581197977066 96.100781559944153 90.274448037147522 121.04442116618156 63.83391335606575 7.4856615364551535 11.955525040626524 401.4488046169281 87.536685645580292 11.390208989381788 8.5932641327381116 7.998917192220687 67.076898694038391 26.054953187704086 177.600153028965 9.9075706005096453 33.107142060995102 15.146518826484682 52.429229587316513 7.3818190693855277 12.574452638626097 22.250349789857864 14.355216085910795 15.101617306470869 13.330838829278944 10.773199051618574 92.907791644334793 14.049554407596586 70.724123537540436 45.633396744728088 19.628908157348633 17.13053971529007
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internal_weight=5828.62 5415.55 3672.22 2740.17 1743.34 2266.62 2039.5 1302.12 1916.89 1522.26 1022.99 932.043 1140.46 473.557 923.141 731.088 981.835 546.038 640.209 438.594 479.968 441.213 298.661 227.118 161.659 630.492 122.607 394.633 499.266 384.24 420.357 450.338 247.377 162.378 393.928 323.17 70.7586 20.8561 435.797 202.125 100.233 133.685 62.089 152.313 68.1052 217.323 88.8431 42.0503 251.119 125.092 35.1028 27.721 126.782 101.892 25.0092 92.2621 291.834 322.151 34.3487 232.087 161.363 115.73 84.2074
internal_count=15849 14673 9995 7421 4678 6123 5515 3500 5187 4128 2760 2574 3061 1298 2480 1967 2645 1474 1759 1204 1285 1178 809 608 439 1733 328 1059 1368 1054 1122 1234 665 435 1079 887 192 56 1171 551 273 357 170 409 183 581 242 113 682 334 95 75 343 278 68 247 815 884 93 624 434 311 226
is_linear=0
shrinkage=0.05


Tree=10
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 35 35 65 65 65 65 65 37 66 9 7 27 6 37 42 26 19 47 40 9 70 16 0 4 44 66 27 31 64 27 11 5 71 25 5 29 72 26 39 26 6 12 59 29 2 64 29 46 0 40 4 65 30 20 2 22
split_gain=1486.1 419.81 911.347 312.379 265.083 66.5379 37.6598 31.0411 25.2412 20.9544 15.2176 13.4304 12.6271 10.1996 10.1046 8.35719 10.5307 8.04695 8.17276 9.40159 8.45643 8.20603 7.75136 7.47607 11.8176 9.65366 8.67431 8.2819 9.27017 7.88833 8.37194 7.77296 7.82088 7.31479 7.65112 7.26578 7.23737 7.96766 6.74239 7.28111 6.67271 8.1873 8.80484 7.65726 8.75338 8.13559 8.01447 7.65223 7.4944 7.31295 7.06659 6.53766 10.7714 6.45772 6.39265 6.35867 6.61772 8.29124 6.33501 6.32671 6.31604 6.30244 6.27743
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 4.0750000000000011 5.1850000000000014 0.027222222222222103 -0.20801843317972349 -0.35303571428571423 -0.29651821862348177 0.43087719298245614 0.33408380351160727 2.9868421052631584 1.5773809523809526 -11.011902255031485 0.59414285714285719 1513.38254972139 0.39989093184421404 2.1250000000000004 0.51050000000000006 1.0000000180025095e-35 1.4450000000000001 2.3550000000000004 0.4555555555555556 -0.11666666666666663 1.0000000180025095e-35 1509.1638989710634 1611.6643068542187 9.0850000000000026 2.8297101449275366 0.34050000000000008 0.055867665418227151 0.022211538461538404 0.41950000000000004 1.861904761904762 1528.4928945441259 -0.19208333333333327 0.69047619047619058 1504.5470941118433 4.3875000000000011 0.16541666666666663 0.43894444444444453 0.42202845155034113 0.54316666666666669 1520.9379650837593 1.0000000180025095e-35 2.6553087092817234 2.8944444444444448 85.29635024180449 0.0095897832817337016 3.4722222222222228 4.1750000000000007 1729.7872709075484 2.4650000000000003 1655.927021795201 0.04424010217113656 0.2341383937128618 1.0000000180025095e-35 -220.35410892241143 0.23611111111111113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=410.1069358587265 744.45715206861496 170.79746574163437 899.49870744347572 49.614275455474854 349.78344376385212 8.0155172646045703 94.71809521317482 25.920976430177689 36.190744549036026 13.275660485029222 5.8465629816055289 32.191982716321945 70.390460163354874 19.827181905508041 8.7896142005920392 22.518482267856598 13.17105847597122 57.646935313940048 8.0867033600807172 6.8809671103954342 6.180766522884368 14.790496885776518 54.983174979686737 26.841356486082077 9.5435927510261518 26.202673643827438 48.19107261300087 20.386151522397999 10.614249557256697 45.906009584665298 10.810250073671339 6.3365602493286159 11.034293621778486 14.807275652885435 59.401682823896408 50.413022071123123 17.732367098331451 17.88522270321846 22.491732954978943 111.86477610468864 81.735316067934036 6.846392095088957 55.500393152236938 6.2850511372089377 42.346766948699951 9.2391942739486712 20.523045182228088 10.527167588472365 12.068270295858381 7.5800313055515289 88.149741411209106 27.164123207330704 11.617770820856093 60.604173421859741 16.351300090551376 8.1524646282196027 33.655515819787979 8.0501023232936841 11.129017710685728 11.703258365392683 63.757130771875381 310.17769008874893 12.431764811277388
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internal_count=15849 14673 11844 8083 4675 2286 966 3761 2389 2258 3422 1696 615 2778 54 644 114 562 167 139 66 73 395 1539 1025 514 481 190 103 449 189 260 197 2708 2689 561 2642 246 544 467 2396 1849 749 547 156 391 327 64 375 47 328 381 284 339 1100 374 348 205 143 249 324 1048 63
is_linear=0
shrinkage=0.05


Tree=11
num_leaves=64
num_cat=0
split_feature=39 36 73 73 2 42 73 73 73 65 36 65 2 73 73 65 2 65 48 2 65 73 73 73 65 65 65 65 73 73 73 73 73 2 29 65 25 52 40 31 65 19 0 0 28 21 65 24 60 34 71 73 66 37 4 38 31 28 17 18 4 73 73
split_gain=428.215 179.004 184.027 128.556 71.8232 51.8496 47.64 76.9369 40.2053 32.7321 29.7026 21.2348 20.6991 19.3755 23.9446 18.6104 18.3665 18.1054 16.959 15.5958 15.5052 14.5442 13.5933 19.0159 13.3535 10.9356 10.4831 10.4336 11.4893 11.9802 10.1421 13.6603 9.66499 9.42856 8.95893 8.48782 8.37227 8.04589 8.90085 7.89801 7.99384 7.81613 7.815 13.2825 7.72956 7.70177 7.5441 7.53049 7.45815 7.36904 7.79557 7.62211 7.27905 6.80728 6.68601 7.9865 6.66307 7.46951 8.85349 6.57979 7.2104 6.54282 8.98044
threshold=0.38699790570434939 3.4650000000000003 1.0000000180025095e-35 1.0000000180025095e-35 -159.58170150919827 2.0750000000000006 1.5000000000000002 2.5000000000000004 3.5000000000000004 -0.26166666666666666 6.870000000000001 -0.29651821862348177 46.717106279843627 1.0000000180025095e-35 1.5000000000000002 0.14066176470588229 149.17942255685935 -0.27599078341013822 1.4150000000000003 -252.94817651317575 0.15900207900207899 4.5000000000000009 2.5000000000000004 3.5000000000000004 0.32038461538461543 0.18818713450292404 0.14821705426356577 -0.054234234234234194 2.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 5.5000000000000009 20.737119683056907 5.6833333333333345 0.12554865424430639 0.22500000000000003 3.0350000000000006 2.8350000000000004 0.26939799331103681 -0.18969696969696967 1.0000000180025095e-35 1505.5439890621287 1469.458674103058 3.8944444444444448 0.18333333333333332 0.21809523809523798 0.88194444444444453 0.078096924372835913 6.205000000000001 -0.19999999999999993 2.5000000000000004 3.2029411764705888 0.3891853839940258 1577.9789898335594 0.306381223906741 0.09466571834992886 5.5857142857142863 1.5000000000000002 2.5000000000000004 1533.1328383774664 2.5000000000000004 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 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 15 49 11 33 9 -9 13 -6 21 -3 17 19 20 -15 -14 61 -11 36 -16 26 37 32 52 28 29 -7 46 -32 39 35 -19 53 -10 38 56 40 -23 -31 43 -40 -38 54 -29 -34 -44 51 -51 -5 59 -8 55 -21 -13 -58 -59 60 -24 62 -4
right_child=3 10 4 5 6 27 7 8 12 16 -12 24 18 14 22 -17 -18 34 -20 45 -22 25 23 -25 -26 -27 -28 30 -30 41 31 -33 47 -35 -36 -37 44 -39 42 -41 -42 -43 48 -45 -46 -47 -48 -49 -50 50 -52 -53 -54 -55 -56 -57 57 58 -60 -61 -62 -63 -64
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internal_weight=4926.45 4014.74 2810.15 911.709 2598.76 859.149 2366.51 1883.42 1258.21 555.392 1204.59 483.097 702.823 940.153 873.519 232.249 511.225 178.855 227.743 209.373 469.583 475.079 694.664 478.122 449.556 221.937 201.977 546.844 212.779 95.5865 334.065 258.954 199.72 625.203 161.507 377.548 253.142 425.226 411.403 129.243 122.142 54.152 82.7816 55.147 199.533 146.885 75.1115 70.4774 27.6346 312.304 85.9277 226.377 162.868 341.329 75.9781 39.6513 328.621 273.594 30.044 149.042 99.8295 62.4882 19.9119
internal_count=15849 13092 9026 2757 8290 2574 7581 6072 4008 1733 4066 1509 2275 3144 2912 709 1604 579 750 636 1465 1525 2333 1593 1410 700 657 1665 640 294 1025 800 626 2064 527 1234 825 1330 1288 397 375 171 257 171 649 453 225 229 86 909 247 662 526 1113 233 122 1031 860 96 482 322 183 59
is_linear=0
shrinkage=0.05


Tree=12
num_leaves=64
num_cat=0
split_feature=73 36 39 65 34 2 65 65 2 73 73 65 42 65 2 73 73 65 65 2 65 28 65 37 65 65 73 73 28 40 65 8 10 52 30 31 20 26 70 11 30 27 70 73 27 28 5 2 70 73 73 27 69 19 27 60 1 23 3 20 25 45 41
split_gain=461.63 367.448 170.319 91.6294 73.6169 55.6049 54.6742 42.5563 32.2058 23.8717 68.9476 23.6308 23.4025 21.8078 19.7215 17.5826 40.8231 17.1182 14.8533 14.5505 14.1844 13.0768 12.5984 12.5109 11.733 11.4126 11.3947 16.9405 10.2409 9.57684 9.26254 9.22856 8.8103 8.69483 8.35876 7.55732 8.58598 8.59178 8.42664 7.5525 7.39842 7.16872 7.22912 7.08941 6.92386 6.88271 6.88009 8.59444 7.4902 6.78699 14.7996 7.46821 6.90492 6.73039 6.68442 6.7264 6.58636 6.48416 6.44948 6.4137 7.02573 6.57637 6.38431
threshold=1.0000000180025095e-35 3.1150000000000007 0.38699790570434939 -0.18120857699805074 1.3050000000000004 140.85083716970294 0.091111111111111018 -0.23811105345096004 -93.407318137126921 1.5000000000000002 2.5000000000000004 0.14066176470588229 2.0550000000000002 0.73151515151515167 143.26237402220877 1.5000000000000002 2.5000000000000004 -0.52555555555555544 -0.57833333333333325 -252.94817651317575 -0.14401433691756271 5.8452380952380958 -0.46248366013071895 0.50064797802329719 0.03119047619047605 0.55727272727272736 3.5000000000000004 4.5000000000000009 5.2928571428571436 1.4650000000000001 0.46795986622073577 1.0690476190476195 2.9309523809523812 3.0350000000000006 0.19823703013358188 0.15808405906853462 1.0000000180025095e-35 0.50211111111111129 0.21166666666666667 0.96666666666666667 0.18482827913774202 0.53050000000000008 -0.40541666666666659 2.5000000000000004 0.53707142857142876 5.7888888888888896 1501.3878106242007 43.610648326845201 -0.34124999999999994 1.5000000000000002 2.5000000000000004 0.50612500000000005 0.87000000000000011 4.5000000000000009 0.41707142857142859 0.050836128442793407 1555.3717721127089 3.3095238095238098 1594.713146159947 1.5000000000000002 0.86607142857142871 1.2350000000000001 1.7050000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 17 6 8 22 19 33 35 15 30 34 18 -9 44 -3 -2 -5 -14 43 -6 46 29 31 -12 28 40 -19 -4 -22 41 -10 -8 38 37 -37 45 -30 -28 42 -21 -7 -17 -11 47 48 -18 52 -51 53 -20 -52 -29 -56 -39 -46 -24 61 -61 -13 -40
right_child=1 4 12 5 7 21 13 11 9 10 26 59 20 -15 -16 16 23 24 49 32 25 -23 58 -25 -26 -27 27 54 39 -31 -32 -33 -34 -35 -36 36 -38 56 62 -41 -42 -43 -44 -45 57 -47 -48 -49 -50 50 51 -53 -54 -55 55 -57 -58 -59 -60 60 -62 -63 -64
leaf_value=-0.051542968553883108 -0.048961399339081342 -0.0347669445911837 -0.03632611898360294 -0.038859371472957413 -0.036601559560198289 0.0095757874987893316 0.012724398043670161 0.029990817498770497 0.017694398379658922 -0.031576110464800487 0.015838077648642118 0.046026341660794633 -0.030105005005036174 0.059502284515275332 0.021016793689503554 -0.0075144529623212379 0.042715626847966988 0.046043840672954722 -0.0098035153144814813 -0.020889724548767835 -0.0067475617929928476 0.047831486980775446 -0.0064666406142463127 0.027197594430317652 0.050417896789947139 0.041333443340429127 -0.0057857891690879307 0.051189911948134152 -0.012532058530310006 0.027771152196785373 0.021137767981382345 -0.021345748719684803 -0.041480788104112196 -0.034866574757901739 0.03324037104661761 -0.012890761741725834 -0.02052641406759723 0.04901849134131523 0.021286174257504537 0.034514554200239946 -0.029134258883236591 -0.017040467553559265 0.0030597417385977935 0.030599459668096147 0.028037537267321545 0.0086782877776536687 0.020309722329519657 -0.03257711940137914 -0.0010821218882617312 -0.035286546950860358 -0.0082372951046635039 -0.022787517497196257 0.040921110188204067 0.032490969979277716 0.034316949487430248 0.0070376219078892889 -0.0058534269944309214 -0.024907175594045469 0.023270939089285705 0.02931588272174912 -0.014930750692686843 0.018757398270208319 -0.030668446019507852
leaf_weight=403.03180360794067 44.308980643749237 7.7275641262531272 297.68909394741058 49.838886827230453 31.301201939582825 72.153813540935516 278.85035061836243 183.96830776333809 257.47576749324799 170.10451182723045 292.63061362504959 116.41237518191338 174.96045911312103 32.0878005027771 29.065577924251556 206.37821307778358 12.300430834293364 112.15227603912354 63.88229376077652 39.604251861572266 204.60492050647736 64.764786779880524 100.28939688205719 306.21532815694809 179.39803725481033 9.3589510917663556 116.95249971747398 11.2298626601696 13.694834440946577 198.83372941613197 7.1817980110645285 229.91760781407356 20.814597219228745 8.1162024438381177 60.40162780880928 27.273737728595734 74.467487514019012 14.581453889608385 15.751548886299135 22.621169835329056 47.793268084526062 129.22400236129761 154.14898571372032 90.260504722595215 27.04226341843605 11.325735181570051 76.059153854846954 16.753120869398117 47.298803210258484 121.84902873635292 90.082964092493057 102.42960092425346 7.4963242113590232 11.430633068084715 26.84856703877449 142.70904344320297 8.7505839467048627 7.3560034930706015 22.284089833498001 52.336705982685089 10.827726691961287 27.293955355882645 9.4666614234447461
leaf_count=1176 126 21 843 141 87 194 750 491 689 469 784 311 490 86 78 562 33 300 174 108 562 173 272 818 480 25 317 30 37 532 20 634 57 22 162 75 205 40 43 61 131 352 420 241 73 31 204 45 127 342 246 281 20 31 72 383 24 20 60 140 29 73 26
internal_value=7.70293e-05 0.00392941 -0.00507121 0.00119922 0.0228282 0.00537192 0.0027549 0.0163249 -0.00111335 0.00275487 -0.00076453 0.019799 -0.0236337 0.0201036 -0.018877 0.0162367 0.0126189 0.0390715 -0.0215034 -0.0136113 -0.0180477 0.0288347 -0.0082901 0.0213715 0.0402351 -0.0132952 0.00841435 0.00272516 -0.0072612 0.0343609 -0.0349725 -0.0144719 -0.00995111 0.0160882 0.0163771 -0.0194277 -0.00972702 0.00616453 -0.0252989 0.0167732 -0.0125593 -0.00791914 -0.00183566 0.0212595 -0.00405288 -0.0290632 0.009666 -0.000936852 0.00795711 -0.0184402 -0.0214996 -0.0132623 -0.00447631 -0.00365121 0.0138314 0.0113572 0.028439 0.0167154 -0.00106029 0.0350104 0.0217311 0.0408472 0.00178293
internal_weight=5803.46 5400.43 3658.2 2734.49 1742.23 2263.94 2036.76 1244.12 1665.42 1271.79 1006.2 1090.24 923.713 371.34 470.545 883.372 699.403 498.112 441.48 393.631 618.842 227.179 153.875 458.627 490.384 443.881 674.48 381.849 201.062 310.986 304.871 434.523 343.792 265.592 339.252 331.722 125.073 50.6058 206.648 36.316 164.746 322.977 193.753 162.414 240.776 181.43 152.412 76.3524 59.5992 397.171 325.792 203.943 71.3786 101.514 180.787 169.558 23.332 34.3983 122.573 206.871 63.1644 143.706 25.2182
internal_count=15849 14673 9995 7421 4678 6123 5515 3345 4517 3439 2728 2926 2574 998 1298 2373 1882 1333 1220 1078 1711 608 419 1227 1312 1221 1815 1031 546 832 863 1196 937 711 912 913 344 139 569 98 448 880 528 435 655 500 409 205 160 1094 900 558 194 277 485 455 64 93 332 553 169 384 69
is_linear=0
shrinkage=0.05


Tree=13
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 35 35 65 65 65 65 65 51 4 66 9 35 7 27 6 34 42 16 26 27 6 13 70 20 39 40 65 15 39 30 5 10 28 56 37 4 38 71 65 9 10 11 65 11 15 26 2 42 44 12 16 72 38 19 47 40
split_gain=1298.34 399.536 826.146 302.005 248.123 65.227 36.1303 26.5162 22.8809 18.7892 12.8733 11.6906 11.2956 8.66803 8.35853 7.56202 7.39276 9.50401 7.3622 7.34155 7.53768 8.61433 10.0183 8.59637 7.20864 7.18706 6.65678 6.77239 7.98413 7.10021 6.74095 6.99962 8.92179 8.18818 7.43119 6.40692 6.40357 6.57793 6.35287 7.84538 11.1092 6.40789 6.34329 6.32429 6.62514 6.54866 6.22674 7.63189 6.26382 6.21911 7.1597 6.19714 7.93763 6.51187 6.09629 6.16962 6.08628 9.34418 6.03221 6.00519 5.9318 12.6267 10.5317
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 4.0750000000000011 5.1850000000000014 0.027222222222222103 -0.20801843317972349 -0.28474501108647449 -0.32824915824915823 0.43087719298245614 1.0950000000000004 1315.8577525004619 2.9868421052631584 1.5773809523809526 3.2750000000000004 -11.011902255031485 0.59414285714285719 1511.1292165716884 2.1250000000000004 2.1250000000000004 1.0000000180025095e-35 0.51050000000000006 0.34050000000000008 1471.8714751896109 1.0000000180025095e-35 -0.64583333333333326 1.0000000180025095e-35 0.40633659975823266 2.3950000000000005 0.051050454921422607 0.70833333333333337 0.33001405949385826 0.12546296296296297 1486.7188538148837 3.0333333333333337 4.6833333333333345 1.7950000000000002 0.50064797802329719 1499.9899188406716 0.19703756957714549 -0.45291666666666658 -0.26166666666666666 1.7928571428571431 1.5166666666666668 1.5166666666666668 -0.059610389610389593 1.4555555555555557 0.90000000000000013 0.45414285714285713 -9.7414457114124371 2.8550000000000004 9.2200000000000024 0.36666666666666675 1.0000000180025095e-35 -0.11333333333333324 0.23347635114590823 1.0000000180025095e-35 1.4450000000000001 2.3550000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 -6 12 10 9 11 16 24 14 26 -7 -13 -3 -18 35 20 21 22 -11 -23 42 -21 -12 -28 29 -29 38 32 34 -34 -32 36 37 -14 39 46 -41 -42 -5 44 -9 -46 47 -30 -48 -33 -51 53 -53 -49 55 -37 -35 -58 -36 -31 62 -62 -17
right_child=1 2 3 4 5 6 -8 43 -10 19 13 15 18 -15 -16 60 17 -19 -20 25 -22 23 -24 -25 -26 -27 27 28 30 59 31 49 33 56 58 54 -38 -39 -40 40 41 -43 -44 -45 45 -47 48 51 -50 50 -52 52 -54 -55 -56 -57 57 -59 -60 -61 61 -63 -64
leaf_value=0.083150552355619883 -0.04257913381043562 0.049528603117875949 -0.042637146282834604 0.0039538587791791745 -0.042726025203075224 -0.0029418360094888274 -0.035038552395265363 0.066141300560705232 -0.023831640545090075 0.031616105588860521 -0.020999481943476318 0.069537988912225998 -0.019751518325433395 -0.0012802292899066748 0.072597667156723153 0.036662663447504421 0.044098086888717233 -0.0090558322557780287 -0.013301304755943195 0.0077238602469977746 -0.025989938246243096 0.0017911022145457934 -0.045645728997133102 0.066271676175139196 0.06494529247775771 -0.017626560594100719 0.055763936069779058 -0.031044927824913266 0.036840665588434698 -0.020162181614796548 0.023647116966289926 -0.0076003219657171887 0.057210882744816872 0.048340599373195292 0.05293459054155273 -0.010340230552135687 -0.0085987109225609225 0.041571192776367283 0.076070211065945109 -0.0051404090981300088 0.055628817449104841 0.0013876871710511861 0.043006206133429786 -0.013015778275528259 0.057121388018183041 0.005039477378021337 0.064812273605710929 -0.027395064805190352 0.015054305975356392 0.039938475043429233 -0.0093139480586522765 0.076527277078361974 0.012205416562880905 0.027296477120503065 0.069361680154157584 0.054004981104694344 -0.022833496170240827 0.054681349758104097 0.032572276291559357 0.026008665651453107 0.0043035954057707429 0.025187872302697718 0.0088112068044399177
leaf_weight=423.66866624355316 720.99357354640961 175.36308878660202 871.55935357511044 15.449770092964171 339.29159414768219 5.8700055181980124 92.426341742277145 5.8289068043231955 35.375081241130829 10.336081922054293 5.8200806677341452 7.3158559203147879 6.123658329248431 19.665631085634232 9.735661178827284 92.903250366449356 23.097271174192429 13.224660724401472 65.289632320404053 57.768849968910217 7.9676572084426871 7.4763403534889248 7.0626052320003501 16.747646570205688 21.89103689789772 54.181943118572235 30.571596801280975 6.1944615244865409 73.069339215755463 7.4257834851741782 97.119456171989441 13.766658633947371 105.29833227396011 19.715533584356308 64.478541761636734 9.8374286293983477 50.345721691846848 15.297257006168364 6.4249461293220511 40.239654064178467 16.345313340425495 8.1649099588394147 31.802360832691193 27.96960312128067 6.7395626306533805 57.781104624271393 23.408906221389771 14.784902274608614 8.6665331125259382 38.669965922832489 9.1186486184596998 6.4070471525192287 19.079476743936539 8.6133028268814069 7.2595854699611655 5.9959504604339591 10.063141822814943 6.3356139957904807 83.437861561775208 136.46698021888733 153.60631504654884 136.86003509163857 53.482281237840652
leaf_count=1176 2829 530 3408 49 1320 20 351 20 131 35 19 24 22 70 29 309 71 43 238 201 28 26 24 54 67 194 94 20 230 24 307 44 326 62 204 33 180 50 20 129 51 26 100 97 22 200 73 47 27 122 29 20 60 27 23 20 32 20 265 430 518 452 177
internal_value=-0.000178253 -0.00878976 -0.00157913 -0.0198028 -0.00469966 -0.0281598 -0.00973115 0.0319654 0.0153663 0.017421 0.0342065 0.0221013 0.00357755 0.0315418 0.0441838 0.0191241 0.0452761 0.024745 -0.000379302 0.00254903 0.0185644 0.0270933 0.000253404 0.0463708 0.0412261 -0.00454524 0.0322926 0.0326558 0.0317977 0.0213696 0.0341226 0.03767 0.0401643 0.0501648 0.0343929 0.00851461 0.0011435 0.0240407 0.0270658 0.0256267 0.0110232 0.0375599 0.0302375 0.00709572 0.0150917 0.0104797 0.0317656 0.0266099 0.0513681 0.0220104 0.0305405 0.0113178 0.0283753 -0.00726212 0.031422 0.0140267 0.0296205 0.00711415 0.0414485 0.023626 0.0182799 0.0141437 0.0264871
internal_weight=4523.28 4099.61 3378.62 2189.26 1317.7 607.473 268.181 1189.36 710.227 674.852 1091.04 513.311 175.755 879.353 15.6057 444.168 211.685 36.3219 160.149 161.541 49.5903 41.6227 17.3987 24.224 69.1432 111.951 859.687 853.867 823.295 150.087 673.208 448.004 386.448 141.413 245.036 94.8596 71.7666 21.4209 225.204 218.779 64.7499 24.5102 47.2521 98.3192 70.3496 64.5207 154.03 121.954 32.0754 61.5553 47.7886 48.8847 25.4865 23.3982 23.093 15.8334 36.1143 16.3988 147.916 143.893 436.852 290.466 146.386
internal_count=15849 14673 11844 8083 4675 2286 966 3761 2389 2258 3422 1696 615 2778 49 1480 644 114 566 562 167 139 59 80 216 395 2708 2689 2595 474 2121 1411 1216 440 776 328 252 72 710 690 206 77 149 339 242 222 484 384 100 195 151 154 80 74 76 53 114 52 469 454 1456 970 486
is_linear=0
shrinkage=0.05


Tree=14
num_leaves=64
num_cat=0
split_feature=34 36 73 73 2 42 73 73 73 36 65 65 36 73 73 65 7 65 2 21 73 73 65 65 73 73 65 22 27 73 73 65 65 2 40 38 40 73 73 73 42 31 30 8 9 31 35 65 24 71 60 30 69 28 72 27 36 72 22 19 70 69 1
split_gain=381.789 159.873 159.333 140.965 55.2621 54.0277 40.1933 63.7628 35.033 28.5161 28.2153 20.0916 18.911 18.7562 22.4631 18.0063 17.7415 16.1859 15.8346 15.0802 13.1156 17.6284 13.076 13.0375 12.0876 12.8605 11.4373 10.6511 9.8963 9.86665 26.9211 10.801 9.74814 9.51328 9.49139 9.09247 9.70791 8.73411 11.5932 9.71443 8.59975 7.73517 7.55366 7.46658 7.35441 7.19784 7.11037 6.72812 6.66098 6.65255 6.63598 6.61154 7.3459 8.29808 6.63467 7.25203 6.59143 8.28941 9.34943 7.54598 6.50671 6.38548 7.60873
threshold=2.5250000000000004 3.4650000000000003 1.0000000180025095e-35 1.0000000180025095e-35 -128.68588408977811 2.0750000000000006 1.5000000000000002 2.5000000000000004 3.5000000000000004 6.870000000000001 -0.26166666666666666 0.14066176470588229 2.1350000000000002 1.0000000180025095e-35 1.5000000000000002 -0.29651821862348177 31.421395214408339 -0.21222011385199238 149.17942255685935 0.13392857142857142 2.5000000000000004 3.5000000000000004 0.32038461538461543 0.15334525939177088 4.5000000000000009 5.5000000000000009 -0.37227272727272726 0.61250000000000016 0.53050000000000008 2.5000000000000004 1.5000000000000002 -0.059610389610389593 0.14821705426356577 20.737119683056907 2.8750000000000004 0.25399290705309441 2.8350000000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 1.5350000000000004 0.16848018923713778 0.062781531531531515 0.96666666666666667 2.7000000000000006 0.06322451698867422 2.6150000000000007 -0.37227272727272726 0.88194444444444453 -0.15624999999999992 0.078096924372835913 0.17871660859465732 0.75000000000000011 5.0500000000000007 -0.19874999999999993 0.57050000000000012 5.2950000000000008 -0.33875 0.30785714285714288 1.5000000000000002 -0.54291666666666649 0.23000000000000001 1634.7730066694087
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 11 40 15 33 10 13 -9 12 19 -3 17 -6 24 -15 23 44 -16 32 35 45 -10 26 -26 34 41 30 46 -31 47 60 -28 -17 42 38 39 -14 -5 43 -37 -21 61 -12 -7 -22 -27 -42 -40 -47 53 -53 -55 -56 57 59 -59 -49 -8 62 -4
right_child=3 9 4 5 6 29 7 8 16 -11 18 -13 37 14 20 22 -18 -19 -20 28 21 -23 -24 -25 25 48 27 -29 -30 31 -32 -33 -34 -35 -36 36 -38 -39 50 -41 49 -43 -44 -45 -46 51 -48 56 -50 -51 -52 52 -54 54 55 -57 -58 58 -60 -61 -62 -63 -64
leaf_value=-0.044192455256880397 -0.044192455256880397 -0.044192455256880397 0.015281369262144807 0.066985668437876802 0.049703884243956317 -0.00036032373938406917 0.013650204924728676 0.052533590812826263 -0.0083637235587839098 -0.037021009897689729 -0.024964411128339841 -0.013924356382571177 0.033548151515526731 0.031851834973364475 -0.030697464381063772 0.056432310798040369 -0.029201746683850539 -0.0074628611855228752 -0.020076925646087963 0.051562551514879644 0.037974157598923343 -0.024051118742325846 -0.026191467949893656 -0.010365565163505633 0.068834334846000211 7.9869986192429061e-05 0.010889268468770211 -0.024180037098178068 0.035210812074701857 0.041794536047398939 0.0024617326612608945 0.022552599052213951 -0.027176745758717771 -0.02439656929300486 0.049077852609115589 0.057463095119732702 0.028750582619894299 -0.020903283072232867 0.067443930808059632 -0.019654247678784459 0.03240706649665781 -0.015806870876350507 0.0067024884366829081 -0.0076131771164730955 0.082797779749507278 0.012376269742265661 0.037269273762760173 0.067969247165684976 -0.027306324955656592 0.050093112922880802 0.0088266414293720723 0.04021403220529244 -0.012153630856919275 0.040657430570737098 -0.027275041650781869 0.036683669900273434 -0.023079198008292091 0.018660865110628151 -0.01337838137474729 0.0058070000647590502 -0.013344046987722569 0.057897388130713504 0.048650882384847445
leaf_weight=192.10848006606102 63.387457966804504 64.499518632888794 33.00605320930481 55.766615033149719 31.841372519731522 14.017822504043577 24.075574606657028 41.616075187921524 313.67869606614113 256.62272980809212 10.626300930976866 34.575137227773666 13.319641172885893 31.885901778936386 211.78541368246078 11.598587751388548 64.307792276144028 146.29450076818466 41.052413374185562 11.847882658243181 11.347669929265974 270.63469484448433 22.711753338575363 55.139025419950485 9.0476107597351056 77.868627369403839 132.69453689455986 18.963578671216965 47.916232079267502 119.40337392687798 148.91703248023987 187.37988901138306 38.366782635450363 243.80469170212746 18.544415473937988 7.5041954219341269 67.462921023368835 22.305417358875275 13.116122275590898 24.113225996494293 72.102085500955582 25.366685628890991 313.8998940885067 9.6905267834663373 12.151167571544645 262.07048931717873 120.19525882601738 8.6137829720973986 31.059258133172989 202.49599087238312 7.6411395072937003 72.310238152742386 10.973084449768065 11.12769600749016 14.157536774873735 6.4517002105712882 29.658916443586349 34.379515379667282 67.42814889550209 11.268995970487593 306.72101610898972 39.026326805353165 35.408509492874146
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internal_value=7.31773e-05 -0.0069065 -0.00028057 0.0279282 0.00302658 0.0328958 0.000192191 -0.00322151 0.00337515 -0.0222722 0.0130272 0.0221354 0.026363 -0.0181855 -0.0162388 0.0134435 -0.0042392 -0.000427382 0.0096297 0.0341209 -0.0203607 -0.0157197 0.0107151 0.0123835 -0.00157198 0.00582077 0.0140547 0.0111428 0.0192291 0.0238297 0.0170986 0.0300418 -0.00450547 -0.0169026 0.0155718 0.0128082 0.0115071 0.00569863 0.0158957 -0.000723374 0.0490847 0.00290296 0.00788766 0.0249383 0.0459282 0.0156187 0.0333391 0.000840812 -0.00772892 0.0454492 0.0458658 0.0167623 0.0267559 0.0308594 0.0095456 -0.00725283 -0.00194332 0.003208 -0.00255902 0.0327374 -0.0113794 0.0417584 0.032552
internal_weight=4909.35 3925.69 2742.9 983.666 2550.79 920.278 2221.31 1766.29 1191.69 1182.79 525.525 329.484 294.909 926.164 861.664 455.019 666.165 178.18 483.908 214.413 683.484 471.699 423.177 442.856 601.857 288.178 179.25 170.203 94.8213 589.913 283.13 306.783 201.064 574.601 151.239 400.466 388.867 80.4955 58.1901 37.4329 330.365 46.9051 321.404 21.5384 119.592 387.717 134.213 162.697 108.928 274.598 20.7573 377.091 115.02 104.047 31.7369 20.6092 151.349 121.69 101.808 19.8828 330.797 107.441 68.4146
internal_count=15849 12896 8830 2953 8139 2725 7131 5717 3797 4066 1633 1008 896 3144 2912 1414 2164 579 1514 643 2333 1593 1322 1375 1938 910 554 528 288 1782 869 913 657 1920 468 1246 1212 253 182 120 943 144 1005 66 355 1194 395 526 356 785 62 1161 354 320 98 64 492 395 332 63 1090 320 204
is_linear=0
shrinkage=0.05


Tree=15
num_leaves=64
num_cat=0
split_feature=73 34 35 65 65 2 36 42 73 73 65 65 65 65 2 73 73 36 65 41 73 73 2 2 66 73 4 29 40 40 34 72 25 40 44 52 69 8 72 65 37 0 31 7 69 72 65 8 65 26 26 28 47 30 66 47 11 59 6 72 31 28 73
split_gain=422.307 330.67 169.201 104.208 70.4229 59.7015 42.6399 37.9416 34.1409 90.6659 24.5945 22.3251 21.8832 20.8467 19.4885 16.248 23.0669 11.2151 11.0842 11.0011 10.5963 10.4772 11.5276 10.137 9.03948 8.75514 10.3785 8.15983 8.09181 7.691 7.63997 8.03978 7.58075 7.4538 9.4202 7.19552 7.09863 7.02594 8.36126 6.996 6.91458 6.86194 6.85393 7.43871 6.83494 8.33062 6.65167 7.31034 6.52265 6.5147 6.4882 6.47561 7.63541 7.53859 7.3467 6.44358 6.42449 7.87627 7.1203 6.41895 6.41746 6.65621 6.41564
threshold=1.0000000180025095e-35 2.2950000000000004 3.8050000000000002 0.14066176470588229 -0.23811105345096004 -56.151359501920631 2.8050000000000002 2.0750000000000006 2.5000000000000004 1.5000000000000002 -0.097978883861236835 -0.74307692307692297 -0.40272017837235224 0.61571428571428577 133.37032169790021 3.5000000000000004 4.5000000000000009 7.285000000000001 0.47565217391304343 1.8250000000000004 1.5000000000000002 2.5000000000000004 -197.23202868860798 131.59027725521369 3.3592375366568921 4.5000000000000009 1545.0264493378374 3.5634920634920646 2.5050000000000003 1.9750000000000003 1.7450000000000003 -0.48666666666666658 0.58571428571428574 2.3350000000000004 7.3150000000000004 2.9650000000000003 0.27000000000000007 0.86190476190476206 -0.23249999999999993 0.046629588431590603 0.41766678750912895 1461.7821450457006 0.098678490697270013 -49.416751706258985 0.77000000000000013 -0.081249999999999975 0.027222222222222103 3.1500000000000004 -0.57833333333333325 0.48118055555555561 0.57133928571428594 5.3166666666666673 1.4350000000000003 0.18616051071591422 2.7867965367965373 1.7750000000000001 2.2761904761904765 2.8342706772590578 1475.8106514890512 -0.54624999999999979 0.16060405643738976 3.4722222222222228 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 7 12 13 5 8 41 10 14 28 19 23 17 -15 29 16 33 62 -20 39 21 22 -24 -25 -26 26 -28 -29 -30 -31 31 44 -34 36 -36 -37 -38 56 -40 55 -42 -43 43 -45 -46 -47 -48 -49 -50 -51 -52 52 54 -55 -56 -57 57 -59 -60 -61 61 -63 -64
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leaf_weight=392.03983801603317 38.743134170770645 320.84608834981918 9.482353091239931 242.71612048149109 9.2828226089477521 390.78699931502342 86.182522028684616 16.450350105762482 144.29307863116264 16.698173969984055 39.782199591398239 149.1485435962677 177.71780332922935 61.349543035030365 150.65687853097916 7.7778329253196707 116.20298168063164 92.566609025001526 7.9472364187240592 271.69770884513855 140.14157712459564 63.160921305418015 227.50668913125992 46.351510614156723 25.412661910057068 26.795829176902771 14.886698186397551 124.55630680918694 101.13800731301308 58.715539544820786 11.587319672107695 41.035223990678787 110.19937458634377 30.962696522474289 47.50372651219368 18.529956817626953 31.277306407690048 14.254858195781706 35.17876860499382 119.04800346493721 132.59803518652916 51.555124759674072 11.098371744155882 77.845488667488098 14.891878247261046 78.396078169345856 101.88336193561554 8.5761810243129712 256.37571448087692 249.57336476445198 7.7557782828807822 32.742806851863861 15.614263355731966 52.132271856069565 7.3515424430370322 42.096948981285095 12.124001920223238 8.4040830135345441 227.38419353961945 131.62082839012146 11.047134757041933 8.087453216314314 204.0501072704792
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internal_weight=5773.82 5381.78 4138.43 3536.4 3086.42 2677.9 666.774 1243.35 2011.12 934.698 914.554 408.524 602.032 449.976 1076.43 867.053 473.186 584.794 328.793 616.316 529.036 430.809 290.668 369.781 298.239 323.429 41.6825 183.473 525.381 209.372 388.627 145.911 424.243 225.947 163.707 409.317 62.24 314.044 51.8769 432.843 281.747 137.738 98.2267 88.9439 134.323 119.431 288.177 186.294 272.826 393.866 17.2381 247.24 55.7086 191.531 22.9658 161.145 262.167 20.5281 241.639 139.399 58.9168 19.1346 296.617
internal_count=15849 14673 11201 9584 8378 7247 1824 3472 5423 2535 2529 1131 1617 1206 2888 2328 1275 1570 943 1692 1452 1187 794 1019 837 894 114 501 1441 560 1041 391 1161 605 438 1094 167 859 143 1191 780 372 265 240 360 320 772 499 765 1053 47 670 150 520 62 441 716 56 660 377 161 52 798
is_linear=0
shrinkage=0.05


Tree=16
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 35 35 65 65 65 65 37 65 7 27 6 34 6 64 4 70 19 47 40 9 0 44 4 70 16 66 46 5 9 5 26 36 48 54 20 71 11 7 2 14 64 2 71 31 4 70 4 38 71 65 73 66 13 14 5 29
split_gain=1143.67 380.785 752.925 292.221 232.742 63.8569 34.6044 22.344 20.68 16.5811 10.978 10.2746 10.1265 8.07366 7.61305 7.03034 6.97591 9.83359 10.6761 6.60897 6.51824 6.33982 6.25892 6.17203 10.6574 8.39659 7.71095 7.09534 7.38565 7.34659 6.67516 8.54288 6.52876 7.4522 8.46487 6.34714 7.6602 7.96518 6.16707 5.96263 10.3578 5.85574 5.98293 5.912 6.48012 6.50524 6.09777 5.84653 7.48296 5.95705 5.77176 8.12799 9.34502 5.7315 6.74867 6.40963 6.18631 5.64629 5.51692 5.49755 5.56 6.80671 5.4773
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 4.0750000000000011 5.1850000000000014 0.027222222222222103 -0.13320346320346324 -0.35303571428571423 -0.29651821862348177 0.33408380351160727 0.73151515151515167 45.450648652206731 0.58683333333333343 1513.38254972139 1.8750000000000002 1471.8714751896109 0.022211538461538404 1315.8577525004619 -0.74666666666666659 1.0000000180025095e-35 1.4450000000000001 2.3550000000000004 0.4555555555555556 1509.1638989710634 9.0850000000000026 1611.6643068542187 -0.11666666666666663 1.0000000180025095e-35 2.9298029556650254 3.2050000000000005 1489.0679075253681 0.59166666666666679 1516.4561402522158 0.53050000000000008 2.8750000000000004 2.8950000000000005 1.5850000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.6904761904761907 36.471557861041795 -31.479054532919118 0.90000000000000013 0.011458333333333301 82.251658418693083 -0.12499999999999993 0.14334637964774946 1499.9899188406716 -0.083749999999999936 1446.4189793941157 0.17602308871769567 -0.45291666666666658 -0.047717391304347843 7.5000000000000009 3.327380952380953 0.22500000000000003 0.70833333333333337 1494.2379315532178 4.8944444444444457
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 -6 12 10 9 11 15 50 13 -7 19 58 17 59 -19 -12 47 -13 -21 25 35 41 -26 28 32 -29 -27 -32 33 34 38 -25 -37 -38 -28 40 53 -23 43 44 45 -43 -45 48 -14 -49 -5 -52 -53 54 -9 -55 -57 -8 -3 60 61 -11 -58
right_child=1 2 3 4 5 6 57 39 -10 16 14 21 20 -15 -16 -17 -18 18 -20 22 -22 23 -24 24 26 30 27 29 -30 -31 31 -33 -34 -35 -36 36 37 -39 -40 -41 -42 42 -44 46 -46 -47 -48 49 -50 -51 51 52 -54 55 -56 56 62 -59 -60 -61 -62 -63 -64
leaf_value=0.077007398815307729 -0.042076854385243112 0.043314044829366051 -0.042143481862591356 0.064849585397097037 -0.042240476739357109 0.0033941702031478611 -0.042726219834917749 0.069560993954614417 -0.022907964433904478 0.054592062612226627 0.052521854497352777 0.0624106814334403 0.0086500196542806506 0.071798373481692365 -0.026665103511580825 -0.010329352293665854 -0.027199135928124792 -0.0063037975004391891 0.050709157034417522 -0.013037489483156459 -0.015416728702794286 0.017930483691644454 0.029183979936574275 0.038250500875998822 -0.01982513578765728 0.029617205464545424 0.012732666112333002 0.031133043988223804 0.043681778277250782 0.07602397516278947 -0.023792688955618688 0.031175310553021637 0.049452312323961571 -0.040574722914488298 -0.010892578727549498 0.0083678946320100613 0.010509480217753126 -0.037958452508922075 0.07057789851698687 -0.032025254638220382 0.054805555032313207 0.037332793245185139 0.0013641117142557911 0.018964552230123853 0.020267426181318816 0.097254624983471594 0.069093969483915302 0.0014574368042956662 -0.027264583125367427 0.061766323898827191 -0.012814881333075701 0.013979653777280646 0.075096190884891181 0.042621100205631139 0.0062313278618933571 0.015823582476650108 -0.037453666990615149 -0.015570502482581478 0.012095038745308909 -0.015214435275950837 -0.004051857981357836 0.0037198792057866964 0.0024254840074294268
leaf_weight=433.04765293002129 698.04580183327198 269.30167245864868 844.5383495092392 18.278762727975845 329.06527252495289 8.0703851282596606 62.66490763425827 6.5587844252586391 34.540840774774551 11.467419207096102 30.253482580184937 8.1737692654132825 74.181157827377319 9.2667743861675245 6.0586323738098136 6.6513090133666983 17.364617064595222 13.121649861335753 21.941923439502716 8.8783805072307569 49.119973719120026 32.656600892543793 772.8211387693882 13.069084405899046 9.5575276017189008 26.137906730175018 12.586966663599016 46.760117441415787 19.327401399612427 11.320452451705931 20.297934055328373 10.845101624727247 8.2186827361583692 8.7479821443557721 22.482347398996353 110.05907747149467 14.201654583215712 21.027757108211517 7.2684507966041556 8.7992750108242017 11.775862902402876 6.510597497224814 7.3006575107574454 20.525211602449417 6.012175887823104 14.883668065071104 8.6114995479583758 7.5969291031360653 18.028225839138031 8.8815022110939008 8.3516021966934186 12.669650882482529 12.352939695119858 6.7922195196151725 11.730527579784392 16.97187128663063 20.723329126834869 27.560283184051514 14.936255693435667 42.11859717965126 39.530489772558212 15.412989616394041 14.730560004711149
leaf_count=1176 2829 803 3408 55 1320 27 244 23 131 39 91 26 257 27 23 21 62 47 71 29 180 108 2408 44 32 85 41 152 63 36 68 35 26 29 74 367 48 73 24 33 38 21 24 67 20 48 28 27 66 31 26 39 37 23 41 57 73 107 47 148 141 54 51
internal_value=-0.000231038 -0.00847404 -0.00149235 -0.019216 -0.00441437 -0.0275239 -0.00927502 0.0301186 0.0148325 0.0167518 0.0321419 0.0211056 0.00368408 0.0399565 0.0291752 0.0404845 0.00273376 0.00635352 0.0293735 0.0295919 -0.000300892 0.0187632 0.0287044 0.0179849 0.0138627 0.0261505 0.0235936 0.026629 0.0168393 0.0398827 0.010986 -0.0046509 0.00809135 0.00143719 0.0101178 0.00487462 0.00187237 -0.0184201 0.033908 0.00724419 0.0111144 0.0351519 0.0439609 0.0494608 0.066131 0.0790195 0.0337806 0.0065305 0.00162821 0.0339626 0.0422652 0.0298959 0.0441511 0.00447628 0.0289422 -0.00307995 -0.00900092 -0.0344312 0.0416735 -0.00108374 0.00787811 0.0254224 -0.0208845
internal_weight=4490.78 4057.74 3359.69 2152.71 1308.17 594.435 265.37 1206.98 713.734 679.193 1108.9 518.236 175.145 17.3372 818.012 290.889 160.958 143.593 35.0636 811.953 157.808 466.583 781.7 458.409 304.628 153.781 146.27 136.712 78.6318 58.0806 57.2809 31.143 59.3044 51.0857 42.3378 158.358 145.288 35.2294 19.8554 98.0824 89.2832 96.5004 63.8438 56.5432 27.4064 21.3943 29.1367 108.688 92.2094 16.4784 51.653 33.3742 25.0226 77.5073 18.2893 59.218 52.4258 90.2252 284.238 108.529 66.4109 26.8804 35.4539
internal_count=15849 14673 11844 8083 4675 2286 966 3761 2389 2258 3422 1696 615 54 2551 871 562 500 118 2528 561 1539 2437 1513 1009 504 477 445 257 188 188 103 194 168 139 532 488 121 65 339 306 316 208 184 89 69 95 381 323 58 157 102 76 268 64 204 181 351 850 382 234 93 124
is_linear=0
shrinkage=0.05


Tree=17
num_leaves=64
num_cat=0
split_feature=34 73 36 73 2 42 73 73 73 36 65 73 65 36 7 65 65 2 21 73 73 65 65 65 73 73 40 29 66 2 65 42 44 5 29 38 40 73 73 73 6 36 71 29 54 19 3 25 2 30 44 66 3 31 66 4 66 9 34 4 4 29 4
split_gain=340.275 148.76 161.556 126.857 49.3096 46.9113 36.4125 58.4877 31.4971 31.3332 24.8063 21.1525 17.8067 16.7734 16.3004 15.6972 14.5362 14.3264 13.4895 12.6175 16.3758 12.0257 11.7294 11.6612 11.7797 11.7927 9.63901 9.29574 9.23416 9.01375 9.01349 8.76129 11.0663 8.98696 8.41678 8.16953 8.78046 8.13785 10.1379 8.75578 7.97086 7.86677 7.64199 7.62026 7.64208 7.56327 7.09538 6.90846 7.01761 6.86828 6.80319 6.75121 6.99146 6.6766 6.61202 6.52119 7.25323 6.46402 6.44642 6.41496 7.71032 6.72185 6.40149
threshold=2.5250000000000004 1.0000000180025095e-35 3.4650000000000003 1.0000000180025095e-35 -128.68588408977811 2.0750000000000006 1.5000000000000002 2.5000000000000004 3.5000000000000004 6.870000000000001 -0.26166666666666666 1.5000000000000002 0.14066176470588229 2.1350000000000002 31.421395214408339 -0.29651821862348177 -0.27599078341013822 149.17942255685935 0.13392857142857142 2.5000000000000004 3.5000000000000004 0.32038461538461543 0.15334525939177088 0.18818713450292404 4.5000000000000009 5.5000000000000009 2.5450000000000004 6.4142857142857155 3.5741758241758252 20.737119683056907 0.14821705426356577 2.5450000000000004 9.7950000000000017 1498.7584671497946 5.6833333333333345 0.25399290705309441 2.8350000000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 1512.1130348269885 1.2050000000000003 -0.19999999999999993 5.2111111111111121 1.1150000000000004 3.5000000000000004 1520.6866922951438 0.22500000000000003 9.696878756860885 0.062781531531531515 5.4850000000000012 3.327380952380953 1500.0074634097266 0.06322451698867422 3.3735465116279078 1655.927021795201 3.2752525252525255 2.7000000000000006 2.1350000000000002 1567.4188154065794 1575.4476722260067 6.1055555555555561 1536.3241526882562
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 12 41 15 29 10 11 -9 16 13 18 23 -6 -4 22 57 -13 30 35 53 24 47 26 28 46 -26 -8 54 32 43 40 -18 -17 49 38 39 -15 -33 42 -5 44 -7 -28 -20 -10 -49 -37 -35 52 -34 -12 62 56 59 -3 -50 61 -61 -55 -21
right_child=3 2 9 5 6 31 7 8 14 -11 17 19 -14 37 -16 21 34 -19 27 20 -22 -23 -24 -25 25 -27 45 -29 -30 -31 -32 33 51 50 -36 36 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 48 58 -51 -52 -53 -54 55 -56 -57 -58 -59 -60 60 -62 -63 -64
leaf_value=-0.043503310287290015 -0.043493844954647275 0.039184468289775752 0.042444430275758227 0.030870945197353828 0.046313039880765738 -0.013354840584654831 -0.010865208317948198 0.049049962409031603 -0.021619754830745685 -0.035945945172389901 -0.024467285682133692 -0.029870980989644608 -0.013279267194449216 0.031525906971838442 -0.028262267031148116 0.053172297566948128 -0.0081516242884995833 -0.019328176728460912 0.018049248216383484 -0.0084533196423196497 -0.023178668403408102 -0.025463134476648261 -0.0099250925500703746 -0.024670412478206706 0.0038461876443217921 -0.0053796635258127916 0.022862393402059717 0.050971595434648569 0.061319736072513731 -0.023619832749589949 -0.026297889826201494 0.015000402549063457 0.017587239214154827 0.0024479115736702819 0.036844987270798296 0.054308870627802486 0.027264933482003213 -0.020492259110650578 0.042730056872552234 -0.018857408780782556 -0.0099608395396502281 0.041463604315334163 0.067786632380577805 0.02146748363501548 0.041162574987478939 0.065692611608383356 -0.019908623096460715 0.0049344598972422826 -0.018544847384375694 0.006389097536175334 0.034423976487207741 0.054354112163872349 -0.017450885796302426 0.014577586811118957 0.047307314108893939 -0.0089770605389593115 0.046688537813580178 0.077202176623325749 0.017427817905305724 0.076608441003118324 0.023667111858310667 -0.018499982326919788 0.013138863511901452
leaf_weight=254.710006326437 61.230088233947754 109.18334087729454 17.962980419397354 18.124704211950302 32.444622129201889 6.6993864178657523 328.10920614004135 42.370691299438477 59.157769203186035 241.93011385202408 10.541320353746412 207.07505747675896 34.220337182283401 13.529974579811094 62.712249219417572 11.816882133483885 148.33768996596336 40.459374099969864 62.941676437854767 103.91784358024597 265.37883931398392 22.355026334524155 54.758819580078125 49.690985471010208 101.62776529788971 99.224008142948151 42.05603763461113 17.46165719628334 7.5048773288726798 239.72522011399269 37.593620717525482 121.22662356495857 37.108125150203705 21.213372111320496 11.175623565912245 7.659415751695632 68.270699977874756 22.140208065509796 21.176819920539856 23.776594460010529 43.444174826145172 256.02008479833603 61.891757130622864 99.926853537559509 158.72926536202431 13.653760880231856 15.30526679754257 133.41991582512856 79.319049149751663 314.89284515380859 77.059709161520004 7.5324469804763785 23.100005030632019 258.86254939436913 7.3200679123401633 24.6856929063797 20.210406392812729 12.456317156553267 14.773800075054167 7.9234237670898429 52.093522757291794 16.327713280916214 51.258100420236588
leaf_count=948 228 320 52 51 92 20 1090 119 197 897 33 740 112 41 226 34 492 139 190 338 936 76 181 168 315 325 125 51 22 830 131 367 110 65 35 23 207 71 62 79 131 721 171 296 470 40 47 435 263 982 231 22 70 792 23 75 61 35 48 24 159 50 165
internal_value=9.85006e-05 -0.00656257 -0.00397819 0.0262215 0.00291569 0.0308013 0.000223471 -0.00304433 0.00324973 -0.02007 0.0123587 -0.0155514 0.0208803 0.0248034 -0.00400617 0.0127907 -0.000197203 0.00915899 0.0320285 -0.0196032 -0.0150353 0.0102315 0.0117467 -0.00147272 0.000620318 0.00823936 0.0164371 0.0179858 0.00779855 -0.0162499 -0.00423469 0.0223788 0.0277648 0.0155559 -0.00499913 0.0122134 0.0109749 0.00532553 0.0150994 -0.00058489 0.00841502 0.0457405 0.0594248 0.0323695 0.0389548 0.0333595 0.0106246 -0.00639796 -0.00243999 0.00752701 0.0275216 0.00972731 0.00414419 0.0147846 0.000869653 0.0158731 0.0175991 0.0430776 -0.0128967 0.0158452 0.0306564 0.012615 -0.00132094
internal_weight=4888.81 3895.5 3640.79 993.307 2548.84 932.077 2216.65 1759.21 1191.37 1091.95 528.234 850.02 332.192 297.972 663.14 457.439 177.476 485.863 217.348 672.544 465.468 424.995 445.403 600.428 550.737 264.066 164.842 95.7086 109.133 567.834 200.09 596.04 333.096 262.944 159.513 402.64 390.823 80.6236 58.4834 37.3066 164.671 336.037 80.0165 265.356 165.429 55.7098 78.2469 286.671 227.513 322.552 98.2731 67.7406 60.2081 390.645 162.496 380.103 355.418 121.64 94.0928 335.207 60.0169 275.19 155.176
internal_count=15849 12896 11948 2953 8139 2725 7131 5717 3797 3809 1633 2912 1008 896 2164 1414 579 1514 643 2333 1593 1322 1375 1938 1770 827 502 288 337 1920 657 1782 988 794 527 1246 1212 253 182 120 498 943 222 786 490 165 237 943 746 1005 296 202 180 1194 526 1161 1086 355 311 1025 183 842 503
is_linear=0
shrinkage=0.05


Tree=18
num_leaves=64
num_cat=0
split_feature=73 34 35 65 65 2 36 42 73 73 65 65 65 65 2 73 73 65 36 41 73 73 2 2 66 73 4 29 40 40 25 29 34 72 69 8 72 52 44 19 26 28 31 7 37 0 13 69 72 73 65 44 65 8 73 8 31 73 60 26 27 28 30
split_gain=386.995 297.442 152.167 93.9821 63.8888 53.7061 39.2597 34.7559 30.59 80.8753 22.7854 21.221 20.2472 19.4445 17.4538 14.7366 20.4361 10.4853 10.162 10.0502 9.59984 9.48599 10.532 9.20929 8.66136 7.93971 9.59339 7.59998 7.56355 7.19354 7.11731 7.10363 7.00328 7.44401 6.88628 6.59972 7.84877 6.59874 6.51531 7.76845 8.35671 6.80173 6.47383 6.83809 6.3961 6.38542 6.3351 6.31888 7.72952 6.24888 6.23484 6.21023 6.15045 6.82855 6.14881 6.73889 6.40422 6.14359 6.10687 6.03709 6.05636 6.02573 7.08434
threshold=1.0000000180025095e-35 2.2950000000000004 3.8050000000000002 0.14066176470588229 -0.23811105345096004 -56.151359501920631 2.8050000000000002 2.0750000000000006 2.5000000000000004 1.5000000000000002 -0.097978883861236835 -0.74307692307692297 -0.40272017837235224 0.61571428571428577 133.37032169790021 3.5000000000000004 4.5000000000000009 0.47565217391304343 7.285000000000001 1.8250000000000004 1.5000000000000002 2.5000000000000004 -197.23202868860798 131.59027725521369 3.3592375366568921 4.5000000000000009 1545.0264493378374 3.5634920634920646 2.5050000000000003 1.9750000000000003 0.58571428571428574 4.7071428571428582 1.7450000000000003 -0.48666666666666658 0.71000000000000008 0.86190476190476206 -0.23249999999999993 2.9650000000000003 7.6150000000000011 3.5000000000000004 0.53845238095238102 5.0500000000000007 0.098678490697270013 -49.416751706258985 0.41766678750912895 1461.7821450457006 0.55000000000000016 0.77000000000000013 -0.081249999999999975 5.5000000000000009 -0.57833333333333325 8.9550000000000018 0.027222222222222103 3.1500000000000004 1.5000000000000002 1.0972222222222225 0.17407773386034253 2.5000000000000004 0.079924068825888761 0.48118055555555561 0.58050000000000013 5.3166666666666673 0.18616051071591422
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 6 20 17 9 37 24 -2 -4 32 15 59 61 -3 52 27 42 -22 -23 25 50 44 -27 -12 30 -16 35 34 -5 -34 -18 36 -11 -7 49 40 46 -41 -6 -44 -13 -8 -40 48 -35 -21 -9 -48 53 -14 55 -52 -57 -56 -30 60 -10 62 -17
right_child=1 7 12 13 5 8 45 10 14 28 19 23 18 -15 29 16 31 -19 -20 38 21 22 -24 -25 -26 26 -28 -29 58 -31 -32 -33 33 47 -36 -37 -38 -39 39 41 -42 -43 43 -45 -46 -47 51 -49 -50 -51 54 -53 -54 -55 57 56 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.048625330781097577 -0.051131459782233581 -0.033478586745463688 -0.020216096088778533 0.028515813429166571 -0.038499472414453888 0.021228106522614736 0.0088527198864516692 -0.051924159857909158 0.013897462045287551 0.0087862227843317261 -0.012503575839363502 -0.025048726820712797 0.02491278633528245 0.053708588647054391 0.03434374083769811 -0.0017981854080003105 0.018293862564562873 0.024645394401988339 0.041426085483816898 -0.022330379473223416 -0.026780521229360501 -0.029063287743886574 -0.0058814558462764628 0.0089632609149448827 -0.052563434509809652 0.023297848566871636 -0.026847358415500205 0.0093143945740354634 -0.034005330902393195 0.013700029379188622 -0.017852166560488197 0.0030440740061372287 0.053103205462464442 -0.0024298761315679268 0.045998362097758816 0.00016601216359146643 -0.032891593848661714 -0.0093348764333082094 -0.0014493839941622541 -0.030035025997176026 -0.025298402398002018 0.0098301416428934751 -0.031470164479472061 0.010659010948995056 -0.00991017026608524 0.031090782832273223 0.061247265520536089 -0.019409430877012902 0.024359751606047159 0.025167899488139474 -0.023541239755226463 0.0039024182338933677 0.038110982864463461 -0.020786918900454532 -0.03583568471945462 -0.0044729015623168247 0.046548210564876159 -0.017487617575394576 -0.0093331843941462933 0.024287479641809467 -0.031285516970782003 0.011016730199099925 -0.023445315391547025
leaf_weight=380.29089546203613 37.969899445772171 315.54185098409653 17.15870875120163 242.34499055147171 9.2504966259002668 390.80562588572502 86.170864075422287 16.128336697816849 136.53709229826927 16.703792899847031 58.725755751132965 147.83818525075912 177.49989429116249 60.831844747066498 150.17828804254532 139.25752800703049 136.36429691314697 7.954699218273162 294.19438669085503 143.39531102776527 138.68810850381851 62.461413979530334 227.25897392630577 46.359208017587662 24.953813374042511 26.863263159990311 14.788688808679579 124.60063549876213 52.204852670431137 58.691604167222977 109.70961156487465 62.643218606710434 11.585620909929274 41.011137187480927 26.84537997841835 261.81762856245041 34.893273830413818 18.496650457382202 160.63523778319359 53.337278366088867 33.813701421022415 13.384756684303282 10.990498691797255 77.913254529237747 132.13417482376099 51.615744113922119 8.3813462555408496 14.86604794859886 78.392660677433014 7.2758092284202567 25.139160066843033 10.811426579952238 101.46788308024406 8.5687378942966443 69.910817265510559 18.921577423810962 9.1124333143234235 131.32094547152519 48.272929012775421 249.70917102694511 7.8425464928150168 55.690008997917175 51.874451816082001
leaf_count=1176 112 921 47 650 25 1044 233 47 365 46 161 416 476 165 403 377 365 22 798 397 393 178 616 125 72 73 41 340 146 157 302 168 31 110 72 716 97 50 443 148 93 37 31 209 364 139 23 40 210 20 69 30 273 23 202 52 25 370 134 667 21 150 143
internal_value=0.000114096 0.00357208 0.0100111 0.00605525 0.00293865 0.00574562 -0.00657787 -0.0179729 0.00982176 0.00319603 -0.0129681 -0.015543 0.033314 0.0274246 0.0155683 0.0124417 0.00648873 -0.0320493 0.0348929 -0.00748061 -0.0127955 -0.016027 -0.0108793 -0.0118709 -0.0243773 -0.0148739 0.0054936 0.00232535 -0.00982006 0.0285429 -0.00689164 0.0173572 0.0233058 0.0146492 0.0228508 -0.00305495 -0.019399 0.0198469 -0.0116513 -0.0071448 -0.00249357 -0.0220379 0.00130882 0.0054509 -0.017904 0.0171832 0.00179451 0.0113312 0.0151584 -0.0200367 -0.0217774 0.0289445 0.0282084 0.0228082 -0.0198662 -0.00474438 0.0121115 -0.023862 -0.022152 0.0195818 0.0114432 -0.00345634 -0.00767336
internal_weight=5740.4 5360.11 4126.76 3527.87 3078.84 2672.89 664.349 1233.34 2008.54 932.904 909.848 405.953 598.89 449.032 1075.63 866.764 472.675 323.497 581.731 614.361 526.563 428.408 289.72 367.984 295.487 321.624 41.652 183.326 523.602 208.87 423.124 225.853 388.2 145.855 163.21 313.415 51.5971 409.302 431.035 280.364 213.642 66.722 98.1542 88.9038 279.972 137.787 179.828 134.27 119.404 150.671 270.533 19.1928 287.537 186.069 254.405 53.1732 28.034 201.232 100.478 394.089 144.38 246.822 191.132
internal_count=15849 14673 11201 9584 8378 7247 1824 3472 5423 2535 2529 1131 1617 1206 2888 2328 1275 943 1570 1692 1452 1187 794 1019 837 894 114 501 1441 560 1161 605 1041 391 437 859 143 1094 1191 774 589 185 265 240 780 372 496 360 320 417 765 53 772 499 718 146 77 572 280 1053 386 670 520
is_linear=0
shrinkage=0.05


Tree=19
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 35 35 65 65 65 65 51 27 6 34 0 64 56 65 24 29 72 4 55 8 30 7 38 15 18 60 38 0 11 35 22 2 7 66 9 36 24 4 16 8 26 71 41 65 70 38 66 11 73 71 4 29 56 30 19 47
split_gain=1014.21 363.734 688.42 282.692 217.716 62.6726 33.1366 19.0514 18.5795 14.6813 9.55057 9.10584 8.96532 6.86737 6.5648 9.05291 9.57357 6.55365 8.39229 7.25069 7.11056 6.95395 7.25037 9.86115 7.06715 8.37727 7.36016 6.90157 6.77907 6.8056 7.39265 6.75891 6.64949 6.8133 6.62141 6.56695 6.46395 6.42374 6.32487 6.83626 6.25687 8.37804 6.17045 6.09324 6.07419 5.94209 5.92804 7.24628 5.88799 7.95872 6.02607 7.06339 5.75756 5.7484 5.72035 5.60108 5.50569 5.74091 6.65887 5.48229 5.41903 5.37371 9.48169
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 4.0750000000000011 5.1850000000000014 0.027222222222222103 -0.20801843317972349 -0.32824915824915823 -0.26166666666666666 1.0950000000000004 0.58683333333333343 1513.38254972139 1.8750000000000002 1490.4340379826369 0.016514423076923003 1.8150000000000002 0.43087719298245614 0.81666666666666676 3.683333333333334 0.34708333333333335 1463.3671860588436 1.6950000000000001 1.9226190476190481 0.13269821202817414 -4.8478957333762756 0.28544316676470105 0.90000000000000013 1.0000000180025095e-35 0.079924068825888761 0.2752193815225133 1322.9308112400765 1.2321428571428574 3.2750000000000004 0.30785714285714288 89.833220081118057 0.76735618356713087 2.9868421052631584 1.5773809523809526 2.0050000000000003 0.88194444444444453 1315.8577525004619 1.0000000180025095e-35 0.25833333333333336 0.58881944444444456 0.27458333333333335 2.0350000000000006 0.17384164222873885 -0.42666666666666658 0.19703756957714549 2.0180546519193236 1.6904761904761907 7.5000000000000009 -0.45291666666666658 1453.5485696492635 3.8660714285714293 1.7050000000000003 0.16015267175572517 1.0000000180025095e-35 1.4450000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 -6 11 10 9 12 40 13 43 -7 15 -11 -17 18 34 20 21 24 53 -24 25 26 27 -19 29 -26 -31 37 33 35 42 -33 48 -21 39 -37 -3 60 -12 45 -14 -5 -36 -48 49 50 51 -13 56 -23 -27 -8 -9 -58 -59 -60 -42 -46 -63
right_child=1 2 3 4 5 6 55 52 -10 14 17 36 44 -15 -16 16 -18 19 -20 31 -22 22 23 -25 28 54 -28 -29 -30 30 -32 32 -34 -35 46 38 -38 -39 -40 -41 41 -43 -44 -45 61 -47 47 -49 -50 -51 -52 -53 -54 -55 -56 -57 57 58 59 -61 -62 62 -64
leaf_value=0.071901510874911534 -0.041619126316146511 0.043483175784734242 -0.041682199951040888 0.032743670255594125 -0.041783532127408693 -0.0032183386862387527 -0.042250798379845148 0.060371725396438605 -0.021964456985775385 -0.00085631534270155405 -0.028920603013054699 0.05313925113805941 0.061326811237389305 0.064672207431043752 -0.026491440132154938 -0.0058203670872987428 0.048115136357213928 0.035180334785106952 0.0091167355861946804 0.045273763871769276 -0.020054222110219139 -0.011571784376428371 0.055258832008891159 -0.0029553013308956841 -0.037581954518443761 0.064939188511014975 0.050657260809542429 -0.011952522512405698 0.018686641796938769 -0.012059794459966662 0.030856412951470652 0.054960740370755351 -0.0029198225642605808 0.08348926531972975 0.0035558538419178313 0.040014336980081361 -0.012123553589859873 0.00053171184219387164 0.05071825920755061 -0.016431890667189485 0.067833272685581258 -0.010485101899013614 0.036047284524222213 0.011080371701389362 0.024364614780235397 0.066659013870856917 0.038771728629029473 -0.0061741036469473839 0.049930093594163935 0.046067411414100368 -0.044391569413791347 -0.0014489158663610912 -0.012103883393553208 0.039213129220421063 0.01356984987751325 -0.014941233773880139 0.036675918178480531 -0.025392151479648628 -0.0079987165661407796 0.032819567766068883 0.019331778449897745 0.004095239534987122 0.022234744345655769
leaf_weight=438.66200023889542 675.96699766814709 182.37151873111725 817.84223355352879 40.161551684141159 318.90932856500149 5.8877746760845211 60.804590314626694 6.0787340700626364 33.690265566110611 108.09355759620667 7.6781792342662794 6.5424074530601493 7.7284056246280661 10.139739543199537 17.045489072799683 13.012801766395567 22.372775971889496 12.431470185518263 34.357851162552834 12.240011155605314 10.418699681758879 12.19758912920952 43.745201408863068 8.725666403770445 10.747117698192595 22.111132651567463 12.579229831695555 20.698483020067215 159.58531740307808 22.398777514696121 18.178371280431747 37.702946931123734 7.6814374327659598 10.437375664710997 13.308604776859282 9.503143787384035 63.756116777658463 23.280739605426788 14.546112358570097 12.315319091081617 9.6140826940536517 13.482845932245253 6.9746556580066681 18.95973527431488 147.80585744976997 19.036272406578064 334.35972003638744 9.2147446274757367 7.8530449867248526 10.263953864574431 7.1899067014455786 62.889037877321243 27.46342670917511 10.258236140012739 7.1790246963500968 27.162180975079536 15.884817808866499 15.188943475484846 14.883306056261061 18.390685021877289 14.362589001655577 152.85026839375496 136.2622247338295
leaf_count=1176 2829 530 3408 123 1320 20 244 20 131 382 24 22 24 29 62 47 71 38 110 38 38 38 132 27 35 66 39 65 495 71 56 114 24 31 41 29 238 72 45 38 28 43 21 58 480 56 1009 28 27 34 26 219 97 32 22 107 55 53 52 62 43 514 441
internal_value=-0.000284423 -0.00817154 -0.00139988 -0.0186564 -0.00415297 -0.0268901 -0.00879548 0.0284709 0.0142836 0.0160707 0.0303123 0.00381707 0.0201317 0.0397323 0.00284447 0.00632962 0.0282807 0.0280412 0.0327591 0.0242033 0.0206682 0.0218441 0.035403 0.0455781 0.0182907 0.0314732 0.0180964 0.00573331 0.013603 -0.00220369 0.00716646 0.03448 0.0416202 0.0456689 0.0349455 0.0403393 0.000185198 0.0159493 0.0251798 0.00815355 0.0396602 0.0210478 0.0020037 0.035749 0.0173866 0.0436498 0.036298 0.0375663 0.00846862 0.00472117 -0.000817442 0.00369483 0.00731441 0.0116277 0.0523486 -0.0338182 0.0148867 0.0105899 0.00203964 0.0145617 0.0387797 0.0166094 0.0126446
internal_weight=4453.46 4014.8 3338.84 2116.26 1298.42 581.398 262.489 1222.58 717.019 683.329 1124.69 174.522 522.804 16.0275 160.525 143.479 35.3856 904.855 405.894 498.961 371.254 360.836 74.9267 52.4709 285.909 74.9993 45.7092 33.13 210.91 51.3243 40.5771 127.707 92.1863 84.5049 371.536 74.0675 158.494 35.5208 36.3646 21.8185 219.831 37.4595 14.6528 78.1576 444.647 59.1978 356.883 343.574 94.7384 86.8853 76.6214 69.4314 97.8899 22.4558 29.2902 87.9668 70.4265 64.3478 48.4629 33.274 23.9767 436.918 289.112
internal_count=15849 14673 11844 8083 4675 2286 966 3761 2389 2258 3422 615 1696 49 562 500 118 2778 1233 1545 1154 1116 229 159 887 230 142 103 657 162 127 391 281 257 1123 226 566 110 112 67 644 114 45 237 1459 179 1078 1037 328 301 267 241 339 70 88 351 242 222 167 114 71 1435 955
is_linear=0
shrinkage=0.05


Tree=20
num_leaves=64
num_cat=0
split_feature=34 73 36 73 2 42 73 73 36 73 65 73 65 39 7 65 65 2 73 73 65 65 65 73 73 22 21 2 65 66 3 40 59 34 44 42 39 30 38 40 36 30 73 42 37 6 6 25 2 11 1 27 31 31 30 69 31 60 28 29 2 0 5
split_gain=303.849 140.567 148.15 114.347 43.8014 41.0417 33.0231 53.6923 29.8484 28.4341 21.5924 19.6783 15.7196 15.1959 15.0353 13.5503 13.2107 13.0994 12.0468 15.2747 10.9786 10.8416 10.7098 10.5942 10.5072 9.2673 8.64158 8.60986 8.34513 8.20747 8.67596 10.6581 8.16748 8.43922 11.6619 12.926 7.9933 7.84172 7.36526 7.7268 7.30285 7.23847 7.22781 7.37642 6.86235 6.83248 6.6377 6.54902 6.52203 6.51137 7.05462 6.47558 7.25374 6.46596 6.67662 6.79553 6.22551 7.39291 9.09537 8.61297 6.64216 6.20253 10.4752
threshold=2.5250000000000004 1.0000000180025095e-35 3.4650000000000003 1.0000000180025095e-35 -128.68588408977811 2.0750000000000006 1.5000000000000002 2.5000000000000004 6.870000000000001 3.5000000000000004 -0.26166666666666666 1.5000000000000002 0.14066176470588229 0.32498366213552637 31.421395214408339 -0.29651821862348177 -0.21222011385199238 159.21678664437914 2.5000000000000004 3.5000000000000004 0.32038461538461543 0.15334525939177088 0.18818713450292404 4.5000000000000009 5.5000000000000009 0.61250000000000016 0.15476190476190474 20.737119683056907 0.14821705426356577 3.4045454545454548 1568.6785480458404 2.8750000000000004 2.2179468107965161 3.1850000000000005 9.4750000000000032 2.1250000000000004 0.52659948544448099 0.17049859055673008 0.25399290705309441 2.8350000000000004 2.1350000000000002 0.19744964262508116 2.5000000000000004 1.5350000000000004 0.17453542442764988 1515.9688747315811 1515.9688747315811 0.22500000000000003 9.696878756860885 1.0333333333333337 1471.3863226685664 0.53050000000000008 0.16848018923713778 0.06322451698867422 0.17667066826730693 0.75000000000000011 0.11330480451274071 0.056211301563708453 4.0500000000000007 2.7638888888888893 119.96960375579171 1505.5439890621287 1494.8018800352672
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=3 2 8 5 6 32 7 9 -10 14 17 18 -14 26 -16 20 -18 -19 19 -21 -22 -23 -24 24 -26 -27 51 -29 -30 -31 -32 -33 33 34 35 -37 -38 41 39 61 46 -43 43 -45 -46 -47 -48 48 -50 -51 -52 -53 -54 54 55 -57 -58 58 60 -61 -62 -63 -64
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leaf_weight=245.55862271785736 59.029196977615356 40.549387246370316 32.60116109251976 72.442081809043884 32.977316677570343 27.601157367229462 325.36963146924973 43.023463040590286 234.27044883370399 58.43186828494072 10.722156971693037 202.32881024479866 33.855465918779373 124.09347176551819 61.201557040214539 12.003326416015623 144.43998548388481 33.815493494272232 162.37667307257652 260.51932898163795 21.94357830286026 54.910652488470078 48.784243851900101 6.8387185335159293 98.79027333855629 18.190529018640518 25.497204720973969 235.85680404305458 36.853186547756195 15.441458225250242 29.303775429725647 15.362708300352095 400.29820767045021 75.793203830718994 9.5042643249034899 21.574959337711334 18.834869623184204 11.515101909637449 8.4887627363204938 28.489548027515411 8.2677154839038867 21.504321783781052 38.569042026996613 179.99436178803444 49.508262515068054 14.993001669645308 10.260970264673231 133.4984587430954 93.241793543100357 53.388779878616333 27.477151155471802 58.538527846336365 33.515231758356094 266.08223930001259 110.71789979934692 11.051767736673353 231.11575290560722 6.4560295343399039 27.778706192970276 40.629396140575409 8.9140598773956281 25.554252415895462 15.080906361341475
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internal_count=15849 12896 11948 2953 8139 2725 7131 5717 3809 3797 1633 2912 1008 896 2164 1414 579 1514 2333 1593 1322 1396 1938 1770 827 502 767 1920 657 445 400 310 1782 1654 464 92 372 317 1246 1212 414 97 943 600 343 128 57 943 746 266 103 353 180 1213 1179 369 1005 284 258 144 114 207 131
is_linear=0
shrinkage=0.05


Tree=21
num_leaves=64
num_cat=0
split_feature=73 36 39 65 34 2 65 65 2 65 42 65 73 73 2 65 65 65 65 2 73 73 73 65 28 40 1 28 10 73 73 8 30 52 30 28 27 66 60 47 31 28 6 27 66 27 60 31 10 28 73 22 30 73 73 27 19 69 69 29 65 23 27
split_gain=355.161 268.479 125.962 69.7699 53.2829 43.0081 41.2615 32.6107 24.0946 19.8836 18.2813 17.5273 17.0905 54.6302 15.8393 15.0537 14.2076 13.7316 12.2285 12.0291 11.3029 25.5397 10.3371 9.74463 9.10413 9.04125 9.23701 8.52344 8.1695 8.09768 11.5175 7.85395 7.42301 7.27771 7.24726 9.65688 6.92149 6.79072 6.52651 9.99338 7.55816 7.29337 6.72407 6.51642 6.74584 6.43295 6.17922 6.17688 8.11008 7.27532 5.94054 5.95877 5.92642 5.90162 12.1583 6.17541 6.33094 6.71615 6.0594 5.90069 5.89977 5.78381 5.74765
threshold=1.0000000180025095e-35 3.1150000000000007 0.38699790570434939 -0.18120857699805074 1.3050000000000004 156.78373361909067 0.091111111111111018 -0.15443223443223439 -93.407318137126921 0.51650793650793658 2.0550000000000002 0.75948717948717959 1.5000000000000002 2.5000000000000004 133.37032169790021 0.14821705426356577 -0.46248366013071895 -0.52555555555555544 -0.57833333333333325 -252.94817651317575 1.5000000000000002 2.5000000000000004 2.5000000000000004 -0.14902097902097897 5.8452380952380958 2.1950000000000007 1428.015282336492 4.9500000000000011 2.9309523809523812 3.5000000000000004 4.5000000000000009 1.0690476190476195 0.20318851626016263 3.0350000000000006 0.15260706430327337 5.5857142857142863 0.42414285714285721 2.7656862745098043 0.056640564787125806 1.5450000000000002 0.11915683704674526 2.7071428571428577 1474.6268971433149 0.53050000000000008 2.237903225806452 0.50527777777777783 0.080634195075344611 0.13269821202817414 0.79285714285714304 4.2928571428571436 5.5000000000000009 0.43650793650793651 0.11915683704674526 1.5000000000000002 2.5000000000000004 0.50612500000000005 4.5000000000000009 0.69000000000000006 0.87000000000000011 2.8819444444444451 0.55727272727272736 1.0833333333333337 0.45414285714285713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 17 6 8 16 19 10 -4 32 33 34 18 20 -6 -3 -2 -5 -9 38 60 -12 61 -23 37 29 43 52 -31 -25 -8 47 35 -14 -29 -27 -22 40 -40 -41 -43 44 59 46 -46 49 -49 -10 51 -32 -15 58 -55 56 57 -56 -20 -21 -19 -7 -59
right_child=1 4 9 5 7 24 11 15 12 -11 23 -13 13 27 -16 -17 -18 22 53 28 21 25 -24 31 -26 26 -28 36 -30 30 50 -33 -34 -35 -36 -37 -38 -39 39 41 -42 42 -44 -45 45 -47 -48 48 -50 -51 -52 -53 -54 54 55 -57 -58 62 -60 -61 -62 -63 -64
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internal_count=15849 14673 9995 7421 4678 6123 5625 3345 4614 2574 2533 1011 3536 2807 1298 2636 709 1333 1204 1078 2117 1666 1312 1684 498 1083 411 1870 937 1350 764 1207 930 729 937 469 520 106 583 478 93 385 365 880 528 170 120 707 407 300 355 214 586 1079 887 551 273 242 192 358 445 348 68
is_linear=0
shrinkage=0.05


Tree=22
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 35 35 65 65 65 65 7 30 38 15 2 27 37 27 11 38 6 41 71 21 46 0 31 0 69 26 73 24 3 3 64 35 28 70 28 0 5 1 65 64 26 28 74 28 14 70 44 31 0 65 71 71 41 1 52 69
split_gain=904.582 347.608 629.967 273.793 203.794 61.5305 31.7579 16.7586 16.1015 13.1982 8.66864 8.31936 8.20976 8.03978 7.54422 7.02241 6.96294 7.04075 6.90877 6.75051 6.23785 7.76084 6.19828 6.08852 5.93937 7.58595 7.12253 6.66479 5.84887 5.75965 5.70105 5.98101 5.62302 5.56651 5.5365 5.68155 6.13663 5.52707 8.17051 6.96159 5.55694 5.42312 5.3879 5.30592 5.27606 5.50518 6.88701 6.65719 6.16221 5.52296 6.56351 5.78726 5.82646 6.68838 5.41756 5.23586 5.07557 5.32553 5.6437 8.16951 4.99849 4.93233 4.85857
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 5.1850000000000014 4.1050000000000013 0.10943722943722932 -0.26166666666666666 -0.13320346320346324 -0.29651821862348177 -10.509183518820803 0.11639196206818692 0.27958132175713052 0.45000000000000007 -93.407318137126921 0.34050000000000008 0.33408380351160727 0.41950000000000004 1.5166666666666668 0.19703756957714549 1478.2306157026931 2.0850000000000004 0.27958333333333341 0.30785714285714288 2.7250000000000005 1511.3860332773113 0.13550494350282483 1449.2282728276666 0.57000000000000017 0.59950000000000003 7.5000000000000009 0.88194444444444453 1499.9968048655444 1440.601608344941 1.0000000180025095e-35 3.0950000000000002 3.8944444444444448 0.082916666666666625 7.9500000000000011 1569.6847666107681 1505.9042116366895 1356.0546636321851 -0.54373737373737363 0.060192307692307656 0.57050000000000012 5.8944444444444457 1.5000000000000002 4.0500000000000007 0.90000000000000013 -0.068749999999999936 8.7350000000000012 0.19242713807931197 1503.6640724292672 -0.26166666666666666 -0.42208333333333331 0.052499999999999956 2.6050000000000004 1453.3935103932727 2.2150000000000003 0.19000000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 7 -6 12 9 11 10 34 32 19 -11 15 -15 17 -12 -13 -7 21 43 56 -16 25 27 42 -14 30 -23 -29 -32 44 -8 35 36 -5 39 -39 55 -41 -18 -26 -20 -3 -46 47 48 49 50 51 52 53 60 -48 -19 -10 -58 -59 -60 -47 -36 -45
right_child=1 2 3 4 5 6 33 -9 22 13 16 18 24 14 23 -17 41 37 20 -21 -22 29 -24 -25 26 -27 -28 28 -30 -31 31 -33 -34 -35 61 -37 -38 38 -40 40 -42 -43 -44 62 45 46 54 -49 -50 -51 -52 -53 -54 -55 -56 -57 57 58 59 -61 -62 -63 -64
leaf_value=0.067604293629866502 -0.041191825968429303 -0.0042168744716802554 -0.041253705599789553 0.047673436484546104 -0.04135426067982817 0.0027129337699036411 -0.041810826021137698 -0.021084584766799738 0.054168284228567856 0.01872035772864639 0.082648276849709532 -0.029355001338866454 -0.007542768563619808 -0.015430665760122692 0.019933294864465798 0.063591792063207697 0.014477186315864572 -0.0095033294517924711 0.063760396884578116 0.064670301710820818 0.02502219878997446 0.046365982892286051 -0.014293193224821378 -0.025669064604010729 -0.0063768533532467288 0.056897486898551786 -0.023160742553725217 0.0035254063922430818 -0.0068089963908246429 0.0021799852120564164 0.078984547792263313 0.014221683482962953 0.0071374549612753836 -0.014320747139856147 0.04138455696650651 0.05717944784434828 0.0034205972716044725 -0.018818553824726792 0.047021311125572236 0.039458424726603075 0.09892607004169407 -0.030727490459221702 0.052120990615750165 0.053851390799279197 0.059665571041074894 0.039752248056320355 0.032495722537322108 0.071964792814760592 -0.00067504633371920971 0.053526251147867868 0.044654129504999474 -0.0061001302917931439 0.044093698931348381 0.060512011980163954 -0.029771232067846071 0.050105167082717832 0.048660950554074739 -0.0089245844163921093 0.0053579300312013587 0.071911954804142017 -0.0044641926910537364 -0.010493329370030818 -0.0016367039147283881
leaf_weight=440.91471856832504 654.26282829046249 7.425587683916091 791.71055464446545 16.316127508878711 308.86292825639248 8.1287824213504809 58.987863779067993 32.902850329875946 7.3259319663047782 33.702449485659599 6.1688660979270926 5.5891049504280081 52.535660937428474 5.3432056754827482 8.6488415598869306 5.9333489537239075 441.24777206778526 9.1305809617042524 32.616670668125153 9.5746251642703992 755.48778058588505 12.389712661504747 24.794839799404144 47.618269339203835 10.646508663892748 7.3073500841855994 42.263830959796906 9.0983738899230975 13.06280744075775 18.221726953983307 9.1328405737876874 5.8476841151714316 16.25280836224556 26.773046761751175 7.6320839822292355 28.797551989555359 15.069655746221541 12.679463386535646 7.4988681674003592 10.826162010431291 6.1656645834445944 6.7360014617443076 6.2452051043510428 8.6464761197566968 27.632993072271347 8.669577330350867 7.1438061594963056 13.722272425889967 10.847274273633955 44.895597070455551 75.412869721651077 13.06455537676811 37.329805880784996 7.144698053598403 6.8359279632568359 6.1756165921688071 7.8785878717899314 31.960407733917236 16.982323586940769 6.329443395137786 24.325619697570801 11.463531136512755 7.2552922070026389
leaf_count=1176 2829 22 3408 49 1320 27 244 131 23 113 20 18 187 20 32 20 1445 29 96 27 2303 37 89 178 39 25 160 31 46 55 30 20 48 107 23 84 46 42 25 34 20 23 23 26 78 25 21 40 32 130 219 38 108 21 20 20 26 112 60 21 71 35 22
internal_value=-0.000339739 -0.00788442 -0.00131354 -0.0181124 -0.0038936 -0.0262731 -0.00833031 0.0137744 0.0269554 0.0154436 0.0183241 0.0286044 0.00395271 -0.00122604 -0.0111787 0.0261483 0.0159183 0.0321191 0.0260501 0.0362217 0.0264211 0.0397775 0.00720818 -0.0186595 0.000294011 0.00791005 -0.0121924 0.00391831 0.0201296 0.0200639 0.0347438 0.0537042 0.0357413 -0.0332289 0.0336985 0.0411413 0.0264258 0.0261791 0.0056495 0.0390051 0.0610369 0.0137975 0.015251 0.0522152 0.0373757 0.0384906 0.0361443 0.0381691 0.0360772 0.037968 0.0337589 0.0246834 0.0298748 0.0166513 0.0020479 0.014547 0.0147727 0.0102026 0.00472063 0.0234282 0.0071538 0.0102411 0.0285346
internal_weight=4411.59 3970.68 3316.42 2080.23 1288.52 568.468 259.605 720.057 1236.18 687.154 585.908 1140.91 173.844 101.246 67.5437 11.2766 506.629 58.6452 840.207 17.7034 834.618 79.1299 95.2715 56.2671 156.14 96.9847 59.1555 89.6774 37.1417 30.6114 24.0789 14.9805 300.703 85.7609 79.279 60.1833 31.3858 52.4764 20.1783 32.298 16.9918 447.984 16.8917 48.5184 284.451 277.025 249.392 235.412 221.69 210.843 165.947 90.5343 77.4697 40.1399 13.9797 15.3062 70.4767 63.1508 55.2722 23.3118 32.9952 19.0956 15.9018
internal_count=15849 14673 11844 8083 4675 2286 966 2389 3761 2258 1895 3430 615 363 250 40 1658 190 2557 54 2539 236 331 210 561 339 222 314 127 92 81 50 873 351 237 179 95 170 67 103 54 1468 62 144 825 803 725 684 644 612 482 263 225 117 41 49 242 219 193 81 96 58 48
is_linear=0
shrinkage=0.05


Tree=23
num_leaves=64
num_cat=0
split_feature=34 73 36 73 2 34 73 73 36 73 65 73 37 2 73 73 52 65 65 65 34 27 2 65 3 65 65 0 28 2 2 42 65 29 26 73 73 52 28 71 65 9 10 73 73 0 69 30 29 70 21 36 72 21 46 30 6 70 70 11 28 7 69
split_gain=271.848 132.731 135.981 103.251 38.3089 36.2979 29.8682 46.9719 29.3022 26.4332 19.3657 17.6152 14.0603 14.0025 13.8023 14.1663 13.1936 12.8285 12.7836 11.5344 10.7664 10.6855 10.6663 9.77437 9.06569 8.9487 8.94536 8.57552 8.54308 8.18365 8.00943 9.45869 7.98586 7.91819 7.79867 7.19503 10.5973 7.13343 7.43179 7.07499 6.90983 6.90787 6.81167 6.3657 7.18778 6.27534 7.16541 6.68341 6.26858 6.24572 6.16782 6.04936 6.71848 7.19989 6.04641 5.96022 7.81679 7.49832 6.40214 7.29393 6.62404 6.28042 6.94111
threshold=2.5250000000000004 1.0000000180025095e-35 3.4250000000000003 1.0000000180025095e-35 -128.68588408977811 3.2050000000000005 1.5000000000000002 2.5000000000000004 6.870000000000001 3.5000000000000004 -0.025823068309070548 1.5000000000000002 0.39601233722143464 46.717106279843627 2.5000000000000004 3.5000000000000004 2.4650000000000003 -0.39597254004576654 0.14066176470588229 0.12554865424430639 6.205000000000001 0.53050000000000008 156.78373361909067 0.18263157894736848 1635.6414802465486 -0.29651821862348177 -0.37227272727272726 1329.5382625212212 3.9500000000000006 20.737119683056907 -35.521414172095085 2.8750000000000004 0.45651821862348174 3.6458333333333335 0.51950000000000018 2.5000000000000004 1.5000000000000002 3.0350000000000006 5.2928571428571436 -0.19999999999999993 0.14821705426356577 1.6547619047619049 1.9666666666666668 2.5000000000000004 1.5000000000000002 1422.0910905439348 0.43000000000000005 0.16929280397022334 2.183333333333334 -0.54291666666666649 0.33166666666666672 5.2950000000000008 -0.17458333333333328 0.58571428571428574 2.4550000000000005 0.11915683704674526 1494.2601659756581 -0.11999999999999993 0.042083333333333257 0.62142857142857155 4.4365079365079376 17.201825303369791 0.6100000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 12 30 19 29 11 10 24 17 18 23 -13 26 -15 -4 21 25 35 27 32 28 34 -6 -16 41 48 49 31 45 55 54 -9 36 -7 38 -27 -22 51 -3 -30 44 -29 47 -47 -5 -11 -8 -45 52 53 -28 -21 56 -12 -58 59 -57 61 62 -61
right_child=3 2 8 5 6 20 7 9 -10 13 22 14 -14 16 15 -17 -18 -19 -20 33 39 -23 -24 -25 -26 37 40 43 42 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 50 -46 46 -48 -49 -50 -51 -52 -53 -54 -55 -56 58 57 -59 -60 60 -62 -63 -64
leaf_value=-0.042219180141897267 -0.042211062775640337 -0.0020411352830044644 0.066611971916772081 0.021184275689219961 0.039806191271524974 0.037773409947141651 0.015294785686725963 0.039375434758751854 -0.034312861697288428 -0.033793445523696834 -0.020362069770676339 -0.028628953321658226 -0.010382017615424649 -0.020853847655717444 0.037145563330274911 -0.020796806085391056 0.0088462169448976728 -0.0029213845112148209 -0.010805597867003618 -0.0055848072870659776 0.025717971101296335 0.03514902441913155 -0.025377927376782662 -0.023139527346827757 -0.0083761502619333263 0.01414019111261625 0.0082981326932817564 0.018558258566718149 -0.0086674639670024419 -0.021888351807636146 0.026947656580964614 -0.0080804916134791377 -0.029983545254442558 -0.020104387859688787 0.013809260276610676 0.038012230359091147 0.011680806443822016 0.051711809772701844 -0.0076612219806364915 0.057565937835135542 -0.025329468786161286 0.055463629758222069 0.010322484926080396 0.02902042615302082 -0.018832665850684011 0.0013675994860847137 0.021681067464061603 0.059698307099368311 0.013865793831186394 -0.011473771703289981 -0.016628979069600289 -0.021992175326357118 -0.0036470546795284234 0.05992220400146752 0.054699352581685214 0.0461107860350932 -0.015044152410130622 0.026497246326023152 0.0022714800351564084 0.026513835667520243 0.0028364813098514384 0.064385249084387072 -0.016898440521219135
leaf_weight=236.29219807684422 56.800755679607391 7.0737497210502651 6.8949595987796775 74.674413293600082 33.028426349163055 75.174102783203125 23.53110009431839 89.406581193208694 226.81320132315159 7.1914771199226371 35.171151101589203 205.51548534631729 37.21870294213295 165.77012550830841 12.81313571333885 263.17321157455444 48.284320265054703 174.79361382126808 26.687188029289246 9.7126471996307391 22.190400093793869 138.89106464385986 26.329114764928818 36.939969331026077 16.549920707941055 307.61330208182335 25.058182269334793 21.91677650809288 152.95151197910309 229.06369514763355 135.43279108405113 47.80663874745369 13.558255970478056 42.875620901584625 44.762145042419434 244.64964815974236 80.674517661333084 11.309460639953612 44.780318826436996 81.428310573101044 37.310427576303482 19.955167680978775 68.313128501176834 43.328312754631042 31.079004496335983 95.288000762462616 79.742063134908676 13.265163838863371 169.91008481383324 294.63115948438644 8.9233953058719617 29.053140193223953 93.783716708421707 9.246151924133299 7.2748108506202689 21.388785302639008 17.391972810029984 28.935631483793259 89.941306501626968 57.042816549539566 63.627804934978485 8.8045724332332593 10.979854315519331
leaf_count=948 228 21 19 220 91 208 78 260 897 23 109 768 120 579 37 960 158 576 89 32 61 400 94 130 50 939 80 64 494 819 400 146 48 141 133 678 240 32 142 220 135 57 217 126 99 281 233 38 539 996 27 97 306 29 23 65 53 88 278 173 196 27 34
internal_value=0.000155706 -0.00591848 -0.00353357 0.0232726 0.00285417 0.0271866 0.000431852 -0.00258517 -0.0183308 0.00305708 0.0114126 -0.0141041 0.0185927 -0.00368395 -0.0178192 -0.0130968 -0.0141544 -0.00028264 0.0222132 0.0118002 0.03638 0.0254628 0.00530321 0.00146472 0.0265391 0.0148872 -0.00331987 0.0152922 0.00374623 -0.0146822 0.0168001 0.0123778 0.00763224 -0.00865816 0.0308459 0.0326633 0.0242667 0.0126242 0.0113698 0.0507456 -0.00598629 0.040414 -0.00280452 0.00884065 -0.00336939 0.0160971 0.0106222 0.0269939 0.0119305 -0.00949398 0.0212246 -0.00139359 0.00327862 0.0222125 0.0202316 0.00916248 -0.00259011 0.0109021 0.0129666 0.0189102 0.014768 0.0246497 0.0195065
internal_weight=4840.02 3832.89 3596.6 1007.13 2512.14 950.326 2177.07 1720.48 1084.46 1173.25 523.89 857.642 335.073 649.361 675.953 470.438 214.054 181.689 297.855 456.595 504.117 271.167 373.171 435.306 150.719 396.732 207.265 132.276 398.366 547.226 446.209 310.776 346.842 59.8631 134.169 400.498 155.849 363.703 352.394 103.619 194.452 27.0289 221.265 105.247 52.9958 262.97 175.03 87.9396 177.102 318.162 52.2517 157.141 128.088 34.3043 16.9875 333.284 81.4988 46.3276 251.785 161.844 140.455 76.8272 68.0227
internal_count=15849 12896 11948 2953 8044 2725 7041 5641 3904 3748 1608 3007 1003 2140 2412 1644 737 595 883 1400 1407 794 1165 1403 443 1204 684 394 1273 1893 1318 918 1071 196 393 1126 448 1113 1081 281 647 78 711 316 163 772 514 258 562 1074 153 512 415 109 55 1023 250 141 773 495 430 234 207
is_linear=0
shrinkage=0.05


Tree=24
num_leaves=64
num_cat=0
split_feature=73 34 35 65 65 2 42 39 73 73 65 65 65 65 40 7 56 65 45 26 66 31 73 73 19 2 1 73 73 3 65 69 30 70 73 4 65 7 70 52 72 34 72 69 73 73 73 42 65 1 19 73 49 65 69 72 38 35 27 71 29 65 73
split_gain=326.4 241.601 123.537 76.9026 52.9409 44.2317 29.4881 27.3465 20.6304 52.1141 19.9725 19.4347 17.6791 17.5749 15.237 11.392 9.54621 9.46788 9.46426 8.91587 8.29164 8.25572 8.08741 10.526 10.1299 7.79259 7.72672 7.64324 20.3474 8.63575 7.33041 7.25711 7.19775 7.11433 6.80453 8.6784 6.46991 6.41914 6.24188 6.14927 6.11187 6.10841 6.92325 6.07153 7.55902 7.97776 12.5905 8.41602 6.53261 6.17955 6.01724 5.93598 6.48238 5.87573 5.84434 7.11442 5.7684 9.19767 5.76245 6.00689 5.68752 5.67078 5.86648
threshold=1.0000000180025095e-35 2.2950000000000004 3.8050000000000002 0.14066176470588229 -0.23811105345096004 -17.433294999959568 2.0750000000000006 0.29655050163437163 2.5000000000000004 1.5000000000000002 -0.097978883861236835 -0.74307692307692297 0.61571428571428577 -0.3156521739130434 2.2750000000000004 -41.908394416092158 1.8750000000000002 0.47565217391304343 1.5150000000000003 0.50950000000000017 3.3592375366568921 0.099136326409053663 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 131.59027725521369 1523.4927603570666 1.5000000000000002 2.5000000000000004 1603.1787203898634 0.04424010217113656 0.73000000000000009 0.18449491447064262 0.26125000000000004 4.5000000000000009 1545.0264493378374 0.027222222222222103 8.0763334527499655 -0.41958333333333325 2.9650000000000003 -0.43958333333333327 1.7450000000000003 -0.48666666666666658 0.070000000000000021 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.035000000000001 -0.29651821862348177 1545.7462686611918 1.5000000000000002 3.5000000000000004 3.3850000000000002 -0.57833333333333325 0.77000000000000013 -0.081249999999999975 0.27400956087057649 2.9950000000000006 0.56414285714285717 -0.45291666666666658 6.0500000000000007 0.55727272727272736 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 2 2 2 2 2 2 2 2 2 2 2 2 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 11 7 17 26 9 39 20 -2 41 -4 19 -9 61 -3 30 22 53 -16 33 24 -24 34 -6 -17 -29 58 -12 51 -18 -10 43 -36 -34 38 -21 -7 -39 -5 -43 -13 48 -46 47 -47 -45 -50 -31 52 -23 -8 55 -44 -57 -58 59 -30 -40 62 -15
right_child=1 6 13 12 5 8 10 15 14 -11 18 25 -14 16 21 27 32 -19 -20 37 -22 31 23 -25 -26 -27 -28 28 29 50 -32 -33 36 -35 35 -37 -38 40 60 -41 -42 42 54 44 45 46 -48 -49 49 -51 -52 -53 -54 -55 -56 56 57 -59 -60 -61 -62 -63 -64
leaf_value=-0.046258093129431292 -0.049119516456426704 -0.030988027324424718 -0.0064004216007328366 0.025874290804881413 0.0024601482702980172 0.020246956164133217 -0.049879559797828148 -0.024394052135368098 0.025877797518648576 -0.0073909909451432988 -0.011538575951814439 0.017379880863682143 0.050271823350492954 0.030895881080041189 0.023984121957376675 0.0059727747423910134 0.030167973502671266 0.024261990694915796 0.04833462633017941 0.048451888033651636 -0.050630151133573748 0.018550596857511384 -0.025144027040233177 0.018397326432080401 0.0095048262753726839 0.008362073259525803 0.019744669154087971 -0.022364542136427162 -0.030715321923636629 0.04770519825615703 -9.8739333598043738e-05 0.02382095418569552 -0.0058360457929911812 -0.015811644191559959 0.022157951034987272 -0.025726542209840837 0.031179782519589944 -1.6968314665845857e-05 0.013207464841069419 -0.012804662359194523 0.03090794181854294 0.050089513835525984 -0.0034911709305483467 -0.015536312067246805 -0.033441117004978586 -0.0093575688679133559 -0.033548121328665831 0.03305839233583676 0.039256469689109195 -0.014173583873166369 0.0045501845532295382 -0.0120933879597213 -0.0095639493988887089 -0.018165654972022056 -0.019881426313497437 0.040836465864218158 0.022095420668777722 -0.033771528546796888 -0.017397239400689594 0.0014438923269314658 -0.032455244714532122 0.055863673578739795 0.045401285616270846
leaf_weight=355.15990656614304 36.395002156496048 304.75231969356537 31.039743423461914 240.83828216791153 134.14239344000816 324.60543647408485 15.510939568281172 93.737962990999222 118.6429682970047 430.35422176122665 380.55841085314751 12.672116994857786 59.46842423081398 304.67558467388153 45.801722049713135 114.5306391119957 77.75751331448555 7.9564786851406089 7.7343707382678977 11.537427246570585 24.130121171474457 47.174829870462418 39.678646206855774 82.122430622577667 45.037891149520874 46.310705363750458 124.82383874058723 172.07711079716682 15.466219663619993 14.095949470996855 221.55806890130043 28.653556019067764 35.893269807100296 11.199436366558073 26.866186827421188 14.606479704380034 17.590139448642731 17.120122611522675 80.408946216106415 14.710461497306822 239.29758703708649 11.523692369461058 40.96978160738945 35.934965133666992 92.688604563474655 50.506328850984573 46.431699603796005 15.218486875295637 14.038253575563433 8.8063657283782941 18.918257474899292 91.81611356139183 36.263197183609009 250.06340435147285 14.844935595989226 27.177824765443802 42.104100525379181 8.929817318916319 63.24430724978447 237.44010424613953 7.4512122869491568 32.7561095058918 90.38155260682106
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internal_value=0.000147656 0.00325207 0.00905421 0.0054925 0.00266651 0.00521783 -0.0163559 -0.00316684 0.0101752 0.00416174 -0.0117581 -0.0142819 0.024893 0.03022 0.0153052 -0.00812184 0.0322532 -0.0295823 -0.00662316 0.0193249 -0.0225677 0.00480159 0.0129242 0.00564154 -0.00672364 -0.0107993 0.0107914 -0.00572267 -0.00829247 -0.0013574 -0.00732911 0.000492816 0.0204568 0.0222819 -0.0135919 0.00529326 0.00633808 0.0246619 0.0138754 0.0188141 0.0288432 0.020987 0.0129002 -0.0164266 -0.0180516 -0.0225869 -0.0136168 0.000463786 -0.00224606 0.0186597 0.0229759 -0.00332127 0.00633167 -0.0200179 0.00970263 0.0133875 0.0222291 0.0123199 -0.00389842 -0.000522771 0.00933492 0.035872 0.0342144
internal_weight=5664.2 5309.04 4096.78 3506.69 3060.83 2660.35 1212.26 988.477 1671.88 769.67 899.555 400.475 445.857 590.094 902.206 729.511 559.054 312.709 609.851 652.497 289.704 249.709 296.681 166.839 84.7165 364.08 258.966 635.773 521.242 349.165 602.116 203.908 131.241 129.842 317.769 41.4727 53.4834 355.815 99.3976 339.316 256.418 386.388 145.55 276.297 263.625 204.845 112.157 65.7248 58.7796 22.8446 33.0142 175.254 83.438 265.574 134.026 119.182 78.2117 51.0339 316.151 252.906 87.8602 427.813 395.057
internal_count=15849 14673 11201 9584 8378 7247 3472 2720 4527 2098 2529 1131 1206 1617 2429 2019 1532 943 1692 1757 837 672 799 451 230 1019 701 1746 1439 947 1671 549 356 348 894 114 145 958 267 909 691 1041 391 780 745 583 314 182 162 62 89 472 223 765 360 320 210 137 858 685 236 1176 1085
is_linear=0
shrinkage=0.05


Tree=25
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 35 35 65 30 65 65 65 54 27 6 0 53 47 51 17 73 30 28 0 56 64 44 60 10 4 55 30 13 42 8 0 23 8 26 65 36 55 30 60 10 13 72 20 35 26 35 26 8 28 14 24 42 1 70 35 6
split_gain=810.682 332.278 575.939 265.692 192.01 60.3805 30.3908 15.1676 13.9781 11.8423 7.61018 7.41144 7.28161 7.07469 6.55694 6.16624 8.09927 8.56835 5.87554 5.83797 5.8109 5.63084 5.52261 5.43359 5.41309 5.3286 6.83686 6.82381 6.77276 6.61993 5.99605 5.51843 10.5508 6.04591 5.84264 5.98619 5.48748 5.42739 5.79217 5.74195 6.36476 5.5066 5.42754 5.22046 6.39187 5.20753 5.19387 5.16596 5.15882 5.15739 5.05692 5.89082 5.26459 4.97511 4.97173 5.61558 4.91838 5.89138 5.48074 4.83939 4.82302 7.22346 6.71702
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 5.1850000000000014 3.7550000000000003 0.027222222222222103 0.21778185883104437 -0.32824915824915823 -0.20801843317972349 -0.35303571428571423 1.385 0.58683333333333343 1513.38254972139 1527.6777006221 2.3650000000000007 1.6250000000000002 1.0950000000000004 1.5000000000000002 7.5000000000000009 0.097154800431499461 5.7071428571428582 1490.4340379826369 1.7650000000000003 0.014558823529411702 8.1150000000000002 0.079924068825888761 1.2583333333333335 1450.9592245044212 1.6850000000000003 0.13269821202817414 0.36666666666666675 4.6750000000000007 2.0972222222222228 1322.9308112400765 1.0000000180025095e-35 0.25833333333333336 0.59527777777777791 0.16831168831168822 2.0050000000000003 1.4650000000000001 0.12546296296296297 0.069435023138726806 1.2928571428571431 0.22500000000000003 0.53708333333333347 1.5000000000000002 3.1950000000000007 0.4931666666666667 3.4750000000000005 0.51050000000000006 2.0333333333333337 4.9500000000000011 0.70833333333333337 0.64583333333333337 4.2150000000000007 1375.43176627762 -0.10124999999999994 3.0750000000000006 1490.9349484810002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=440.2020360827446 632.87498126924038 103.10301876068115 766.26259408891201 53.8655886054039 299.28667429089546 5.9042919874191311 57.206356406211853 32.118615210056305 6.7774266302585593 12.91579800844193 6.7685595750808742 10.094167828559877 7.3712658584117872 447.43936967849731 21.718436226248741 16.688603594899178 8.7350041866302508 12.899082094430925 7.2900381982326499 34.676225990056992 10.400713652372358 6.7975869029760352 26.425277754664421 73.946652248501778 29.785652235150337 15.123553961515425 7.2676037847995749 10.815367937088011 9.4516583383083326 7.7623515427112562 21.808845430612564 269.7081745415926 7.5942939519882264 26.798750221729279 13.04541692137718 8.8163939714431745 6.9622797966003409 12.259404391050337 13.180755347013472 249.1410405933857 6.9637781679630271 22.700011819601059 7.1269464492797852 41.255967542529106 40.998395547270775 114.64287430047989 9.5921996980905515 41.338852092623711 18.292282074689869 10.666818648576735 21.850030869245533 15.416162729263304 7.3983185887336722 7.4702029228210449 5.937670677900317 14.365928053855894 6.090796321630477 7.6895789802074423 6.4719197750091544 32.820347964763641 18.056117385625839 62.397994726896286 35.7519171833992
leaf_count=1176 2829 295 3408 157 1320 20 244 131 23 43 23 34 23 1446 71 62 28 45 22 118 29 23 107 246 103 45 22 33 30 24 68 824 22 82 38 26 21 36 40 728 21 70 21 158 148 325 33 148 59 34 65 45 22 23 21 54 22 27 23 119 53 186 107
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internal_weight=4366.59 3926.38 3293.51 2044.53 1278.26 556.144 256.857 722.12 1248.98 690.002 138.997 173.226 1109.98 530.264 28.487 159.738 143.049 35.7217 16.025 156.921 16.305 19.6967 83.6316 110.51 103.732 892.239 486.755 405.484 42.0759 138.706 32.6242 348.049 78.3407 48.8846 29.4561 16.4107 33.761 363.408 348.91 336.65 323.469 316.506 14.4982 122.244 80.9884 217.746 19.6864 107.327 476.398 28.9591 293.806 44.6645 29.2483 15.2326 61.302 20.3036 65.9884 27.0773 19.3877 38.9111 123.474 80.4541 43.0195
internal_count=15849 14673 11844 8083 4675 2286 966 2389 3761 2258 466 615 3295 1696 94 562 500 118 50 566 49 68 351 372 349 2675 1473 1202 131 415 101 1058 234 148 86 48 103 1071 1027 991 951 930 44 448 290 620 67 382 1539 93 860 132 87 47 223 75 234 93 66 141 368 239 129
is_linear=0
shrinkage=0.05


Tree=26
num_leaves=64
num_cat=0
split_feature=34 73 73 36 34 2 36 65 2 73 73 73 35 56 73 65 2 65 73 73 73 73 65 65 27 0 34 65 73 73 29 65 73 65 3 26 37 40 37 14 30 65 71 4 18 9 72 28 26 35 73 66 70 40 2 70 30 53 18 4 7 54 27
split_gain=243.042 129.619 93.3121 96.1759 64.4371 43.9036 27.3382 21.5831 19.9527 17.6564 27.502 17.2211 16.4007 15.9431 14.8969 13.0251 11.0575 11.0082 10.9698 13.3277 10.9599 27.6912 11.681 10.658 10.9717 11.184 10.0592 8.71828 8.61428 8.55114 8.32317 7.19189 8.92266 7.1355 6.89548 8.25345 7.47172 7.40576 8.21834 6.88611 6.85359 7.03167 6.53597 6.50989 6.85283 7.34772 6.34236 6.33188 6.27746 6.22125 6.14225 6.07372 6.04459 5.98928 5.9131 8.6285 5.87095 5.86431 5.84563 6.30355 5.96787 7.96488 5.74012
threshold=2.1050000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.4650000000000003 3.1850000000000005 -94.91924082484978 6.870000000000001 0.12554865424430639 124.7300947970847 1.5000000000000002 2.5000000000000004 1.5000000000000002 2.5650000000000004 1.8050000000000004 3.5000000000000004 0.46795986622073577 -111.34088875948349 -0.21222011385199238 2.5000000000000004 3.5000000000000004 1.5000000000000002 2.5000000000000004 -0.059610389610389593 0.16220720720720719 0.53050000000000008 1329.5382625212212 6.205000000000001 -0.34481203007518796 4.5000000000000009 5.5000000000000009 4.7071428571428582 0.37503105590062119 4.5000000000000009 0.14821705426356577 1583.6509783213685 0.4981666666666667 0.28213352079713655 2.6850000000000005 0.3907073821940949 0.45000000000000007 0.062781531531531515 -0.30795986622073573 -0.19999999999999993 1584.2489285950671 3.5000000000000004 0.65476190476190488 0.37708333333333338 5.8452380952380958 0.52816666666666678 3.3250000000000006 2.5000000000000004 3.2029411764705888 0.09166666666666666 2.8250000000000006 -52.28584290630544 -0.020416666666666649 0.12546296296296297 2.8450000000000002 2.5000000000000004 1533.1328383774664 28.945822725622296 1.2250000000000003 0.48118055555555561
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 15 12 11 8 9 40 -11 17 23 47 27 20 -14 56 -13 33 -3 -22 39 24 25 -4 31 -12 -16 34 -30 32 62 51 35 37 -37 -24 52 -23 -7 -42 -28 44 45 -43 48 -10 -46 -9 -27 58 53 -39 55 -32 -5 -21 59 -20 61 -61 -6
right_child=1 4 3 6 26 7 -8 49 13 10 14 18 16 -15 28 -17 -18 -19 19 57 21 22 29 -25 -26 50 42 -29 30 -31 54 -33 -34 -35 -36 36 -38 38 -40 -41 41 43 -44 -45 46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 60 -62 -63 -64
leaf_value=-0.041635042814394577 -0.041625942111295389 0.023047264237528065 0.04360513364948896 -0.012066618377460734 0.045498516481870616 0.062682139636942816 -0.033566828614089356 -0.021063241962152621 -0.013988502334578601 -0.01361612206806604 0.044878898185666365 -0.02746710351405628 -0.016377847369463808 0.024273167214819778 -0.010119470545718061 -0.025674580746864774 0.030170766316731989 -0.0058633551092223939 -0.003855553413840385 -0.023725360342672308 -0.0036288284022687779 0.00631274320808747 -0.03681271443521146 -0.017104465379445603 0.032260124217124514 -0.0042422841229550565 0.023942180679736434 0.010466931533229243 -0.0021122406487181513 -0.015468031796439172 0.02833238692730744 -0.0056179965920021982 0.048419864397093254 -0.023831139121537885 -0.0075260039530509765 -0.012795046230591365 0.032782220736659089 -0.020557820336998461 0.066804169523422233 0.030990246439115157 0.04572112574387615 -0.024352439248290246 0.054458535949949594 -0.0076851479577347229 0.0036691930992304176 0.013319125042921929 0.072159341488356787 -0.034671508522049921 0.061499033694887385 0.028364422725169217 0.017923913815983666 0.032259928446628859 -0.010639108249046715 0.019281197965957064 0.030958303937307891 -0.048193163572545147 0.037744429185411557 -0.00054256605062382346 -0.016324469935503488 0.047304092314456349 0.065395466493909774 -0.0098117702935185732 0.025881695695906135
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internal_weight=4812.85 1581.17 3231.68 3041.32 1490 2004.08 1037.24 1610.48 1432.4 1207.17 958.975 817.53 393.606 225.235 651.26 972.33 72.2297 175.951 641.579 448.546 950.15 736.196 493.311 321.376 303.715 150.345 517.668 298.757 352.503 300.295 173.157 413.438 400.128 197.358 272.263 238.251 95.0701 143.181 134.857 193.017 248.194 241.262 104.23 226.524 184.515 153.921 30.5936 201.441 21.9991 178.072 125.093 161.979 128.396 98.4085 56.4877 14.9128 33.1002 251.188 147.838 99.5916 32.4045 25.7981 333.32
internal_count=15849 4778 11071 10276 4397 6467 3809 5280 4654 3860 3105 2912 1187 794 2039 2962 234 579 2333 1593 2886 2268 1468 953 892 450 1435 893 1146 906 546 1154 1116 657 819 716 284 432 406 562 755 735 281 695 566 472 94 715 68 626 378 526 386 296 174 46 97 936 482 322 103 82 934
is_linear=0
shrinkage=0.05


Tree=27
num_leaves=64
num_cat=0
split_feature=73 36 39 65 40 2 65 65 2 73 73 65 42 65 65 2 65 73 73 73 73 65 73 73 65 3 1 28 1 73 27 26 38 59 65 28 44 66 31 28 37 44 20 30 2 17 28 60 41 7 27 25 34 3 10 46 72 59 65 59 27 10 42
split_gain=300.312 217.61 103.395 58.1405 43.7025 36.4409 33.6685 28.4178 20.124 17.9015 55.3127 17.4356 15.9109 15.6024 14.3875 13.5517 12.3446 11.5796 15.0893 19.5519 12.78 11.0868 10.6145 11.7981 10.5505 10.4436 11.3461 9.65169 9.33353 9.03822 8.50708 8.33225 7.58242 7.42123 7.26386 7.07768 7.06613 9.82907 7.03136 7.02662 15.7802 6.93978 6.84915 6.71878 6.6806 6.62912 6.43115 6.129 9.36762 6.01599 5.99985 5.90672 6.24562 5.75929 5.72695 6.3775 5.71878 5.71082 5.69754 6.71767 5.5956 5.56558 5.53814
threshold=1.0000000180025095e-35 3.1150000000000007 0.38699790570434939 -0.18120857699805074 1.7050000000000003 156.78373361909067 0.091111111111111018 -0.15443223443223439 -252.94817651317575 1.5000000000000002 2.5000000000000004 0.51650793650793658 2.0350000000000006 0.75948717948717959 0.36285714285714293 133.37032169790021 -0.39017543859649123 4.5000000000000009 1.5000000000000002 2.5000000000000004 3.5000000000000004 -0.57833333333333325 1.5000000000000002 2.5000000000000004 0.03119047619047605 1626.3464568108695 1524.5952221910702 4.5277777777777786 1530.0028156852752 3.5000000000000004 0.50118055555555563 0.54414285714285726 0.20637070574773184 3.1663880910058251 -0.3156521739130434 5.4722222222222232 8.4450000000000021 2.7679487179487183 0.12917130144605118 3.683333333333334 0.49058982513341137 9.0850000000000026 1.5000000000000002 0.19823703013358188 9.696878756860885 3.5000000000000004 2.5277777777777781 0.056640564787125806 2.1850000000000005 35.65495551857942 0.42211111111111116 0.58571428571428574 1.7250000000000003 1337.5715042620425 2.0333333333333337 2.6150000000000007 0.19583333333333339 2.6364747387384928 -1.0000000180025095e-35 3.0085938828972889 0.46211111111111119 1.1833333333333336 4.1150000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 24 6 8 16 -5 -10 35 12 -4 43 17 21 -6 18 -9 47 -21 -2 45 -24 32 26 27 36 -28 -25 38 50 34 44 -3 -11 37 -12 42 -22 -41 -38 -29 -8 53 46 -14 -20 49 51 -7 52 -49 -30 55 -37 60 62 -31 -60 -42 -53 -54
right_child=1 4 11 5 7 31 13 14 9 10 25 -13 22 -15 -16 -17 -18 -19 19 20 39 -23 23 29 -26 -27 28 30 33 58 -32 -33 -34 -35 -36 54 41 -39 -40 40 56 -43 -44 -45 -46 -47 -48 48 -50 -51 -52 61 57 -55 -56 -57 -58 -59 59 -61 -62 -63 -64
leaf_value=-0.045239392332528883 -0.043029998662920843 -0.011485279438316155 -0.030102728904249754 -0.033201157056146166 -0.023761316783461342 0.041108867723480762 0.0097352663297078489 0.025118353846648667 0.010482058730334184 -0.019506903279021565 0.004982362798804897 0.034342481661054185 -0.033082702785350825 0.051574199636136436 0.040034004355740178 0.014612508900313688 0.0038289017392975871 0.028837112136751365 -0.01807316757063028 0.024282523802107173 0.026524675993346066 -0.015241581568695506 -0.030583591824662262 -0.0044372698433014337 0.042152188000170843 0.022751191676790149 -0.034167265804080069 0.026579954825723437 0.03361888560429753 -0.030778421286665143 0.0025115239759098372 0.036222328759925503 0.041099591068140484 -0.035600220422259368 0.023837487263087095 0.023797451611501149 0.050756266646690834 -0.02022796488530431 0.041390359441704355 -0.038410659731529434 0.040521753477899949 0.0057986972719690846 -0.020261098957364568 0.027926150023593135 0.017551351696053808 -0.044047018496858041 0.0045530385810657464 0.014387574837155692 0.033744542255534832 -0.028351036523314155 0.0085944000119191257 0.0034354516512857419 0.019101298845677236 -0.0046566658286159674 -0.027065622853449874 -0.027879466916276359 -0.0092868190095323957 -0.037575396299920662 -0.0048201224253872094 -0.034047249010750846 0.0076196529543868588 -0.035698864317660534 -0.02518079666301486
leaf_weight=342.06717437505722 39.646778255701065 15.751996487379072 259.37957292795181 46.228376150131226 49.764981120824814 17.592804700136185 282.48641082644463 200.44350889325142 338.94973945617676 377.41918575763702 249.05041214823723 15.162124603986738 12.699301511049269 28.380581915378571 63.560719281435013 34.770968973636627 218.76027664542198 138.47340136766434 45.335558205842972 220.51253762841225 30.505451530218124 379.18702581524849 145.8754249215126 149.89002904295921 153.90312129259109 73.974114745855331 23.664779663085938 26.004864126443863 10.248788088560103 82.05139884352684 47.309649974107742 92.142837792634964 61.86421075463295 15.258437961339949 191.45452722907066 26.056866705417633 14.852350562810896 45.768090039491653 48.798444002866745 22.129619300365448 18.225572019815445 20.338033407926559 11.150343179702757 61.879223793745041 46.527080804109573 8.9538241922855359 106.8970211148262 86.43592843413353 21.162619054317474 18.589642316102982 73.315091013908386 18.145067751407623 19.077308237552646 239.38043677806854 13.025412410497664 7.7448644042015067 30.22922945022583 12.396704494953154 70.905714333057404 27.202667355537415 44.409369051456451 18.195811808109283 11.209424078464506
leaf_count=1176 125 43 802 141 143 48 763 541 908 1074 673 41 35 81 175 94 594 377 124 595 82 1079 433 417 433 199 64 70 28 247 127 251 173 42 529 72 40 124 131 60 49 55 30 167 125 25 296 235 57 51 199 50 52 652 37 22 81 34 201 77 119 50 31
internal_value=0.000162243 0.00310322 -0.00392242 0.000940597 0.0177669 0.00424957 0.00234494 0.0131862 -0.000668454 0.00025109 -0.00242349 -0.0188108 -0.0197437 0.0159407 0.0169993 -0.0153819 -0.00128431 0.015467 0.0132009 0.0093265 0.0166932 -0.017872 -0.0152987 -0.0187421 0.0317108 0.00477852 0.0031132 0.00818254 -0.00389553 -0.0135085 0.0195395 0.0256265 0.0257385 -0.00159515 0.0211522 -0.0172321 0.00359641 0.00106867 0.0289118 0.00519121 -0.000468117 0.0247734 0.0125229 0.013004 0.000156847 -0.00255006 0.000556698 -0.00143514 0.00224053 -0.00138189 0.0148867 0.00164812 0.00665997 -0.00308522 0.00110243 0.0119569 0.00857363 -0.00898878 -0.0210555 -0.012924 0.0171935 -0.016159 0.00271205
internal_weight=5622.77 5280.71 3570.17 2691.15 1710.54 2237.55 2054.5 1287.56 1681.75 1635.52 1296.57 879.017 863.855 372.746 1019.04 453.605 268.525 955.477 817.003 616.56 366.012 418.834 604.475 475.925 422.974 872.326 798.352 463.272 335.08 330.05 133.263 183.051 269.071 311.415 207.207 424.246 330.009 294.819 85.9537 145.499 114.994 35.1904 37.1552 344.366 296.156 128.55 119.596 250.548 205.213 184.05 90.9079 165.46 129.119 249.629 46.8271 33.8017 92.8642 42.6834 180.16 98.1084 62.6349 36.3409 30.2867
internal_count=15849 14673 9995 7421 4678 6123 5625 3500 4614 4473 3565 2574 2533 1011 2763 1298 737 2588 2211 1670 986 1204 1731 1375 1178 2360 2161 1250 911 942 358 498 745 847 572 1205 892 797 231 391 309 95 100 930 805 356 331 684 560 503 247 452 352 680 131 94 249 117 525 278 168 100 83
is_linear=0
shrinkage=0.05


Tree=28
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 35 65 65 35 15 2 7 74 9 30 6 65 65 64 38 18 65 25 48 70 5 11 23 34 7 30 6 65 16 4 4 30 72 26 44 60 73 12 70 29 64 64 71 2 51 64 71 59 70 4 26 26 28 30 13 71
split_gain=729.548 317.997 527.36 258.059 180.103 59.408 29.1282 13.8297 12.0575 10.6027 10.3414 7.14175 7.93424 7.08824 7.0426 7.17198 7.00938 6.76492 6.74566 6.28609 6.24224 6.04548 6.01865 5.87879 5.85292 7.36773 6.34326 10.9539 8.83594 6.30138 5.77763 8.80848 5.74237 5.71195 5.62501 6.00355 7.03423 6.18033 5.61729 6.89156 5.61656 5.60625 7.2807 5.48815 5.46404 6.06746 5.95576 5.42349 5.6835 6.09638 5.74632 5.32304 5.2025 5.16739 4.98167 4.97997 5.46124 4.97177 7.05532 4.9453 4.86626 4.83434 5.35469
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 5.1850000000000014 0.91500000000000015 0.10943722943722932 4.1050000000000013 0.55000000000000016 -93.407318137126921 -10.509183518820803 1.5000000000000002 0.51666666666666672 0.11639196206818692 1481.3926231657058 -0.32824915824915823 0.010952380952380903 0.010646853146853102 0.19703756957714549 1.0000000180025095e-35 -0.44661064425770308 0.69047619047619058 2.0750000000000006 0.079166666666666663 1501.7602302836199 1.4555555555555557 0.41666666666666669 1.6950000000000001 -33.980081469412305 0.12546296296296297 1478.2306157026931 -0.26166666666666666 1.0000000180025095e-35 1499.9899188406716 1545.0264493378374 0.18482827913774202 -0.56541666666666657 0.51472222222222241 7.9450000000000012 0.069435023138726806 7.5000000000000009 0.36666666666666675 -0.034999999999999941 2.8944444444444448 0.022211538461538404 0.011458333333333301 -0.12499999999999993 82.251658418693083 1.0950000000000004 1.0000000180025095e-35 0.012499999999999952 2.605624516636674 -0.032916666666666643 1580.5400059601368 0.45050000000000007 0.47763888888888895 7.9500000000000011 0.15961916681566243 0.22500000000000003 0.018749999999999951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 7 -6 18 9 10 11 14 12 -5 -11 23 -16 -15 -17 51 20 -19 57 -21 -3 29 26 -26 28 -28 -25 32 -32 -31 -18 35 36 -13 -38 39 -34 -24 42 -29 -8 46 -46 -14 48 50 -50 -20 -7 -39 -48 -47 56 -41 -12 -59 -36 -60 -33 -63
right_child=1 2 3 4 5 6 43 -9 -10 13 21 34 44 16 15 17 33 19 47 22 -22 -23 40 24 25 -27 27 41 -30 30 31 61 38 -35 59 -37 37 52 -40 55 -42 -43 -44 -45 45 54 53 -49 49 -51 -52 -53 -54 -55 -56 -57 -58 58 60 -61 -62 62 -64
leaf_value=0.060805760589150604 -0.040416921724173521 0.042200086570226253 -0.040483243583348719 0.079658932280483097 -0.040584697871643857 -0.003344196993535031 -0.040999723996526793 -0.019449567795790209 -0.042395722292661912 0.017975863402079365 -0.020707998567922284 -0.010659051609607086 0.078684283874530581 0.025709406702880962 -0.0042236663601666934 0.059020251933467438 0.019682260979327938 0.044602888409983527 0.0082675096208422692 -0.0089267534008136678 0.022766890386263859 -0.013112503204596771 0.051226545464809051 0.04712193096106481 0.038769285221494219 -0.011021091335742824 0.019676531948621828 -0.0066666431887613554 -0.042143344151570138 0.024859964743382014 0.00019575637572246554 0.021311554290339756 0.048899907809100029 -0.024544547423937801 0.013548151177453525 0.047409651002433051 0.05768643419297146 -0.013349588200641197 0.020292514229024575 -0.016049183294755954 0.00047454282441018096 0.069029130762955929 0.051735831887551556 -0.013174792345843228 -0.020207509813979774 0.055532329309295775 0.040274088435496062 -0.013253614863525793 0.00073076818113720259 0.060706823101533892 -0.02341121412412682 0.056043586273469462 0.039216938111636068 -0.010313905417112145 -0.00087434322014368646 0.010768677272610709 0.025865562705559581 0.072963541314040287 -0.0032572014521675221 -0.030007525923759038 0.027302508471169558 0.042498256294110651 0.023380548204775517
leaf_weight=436.90230411291122 612.18717724084854 42.111187696456909 741.53730942308903 7.769776999950408 289.59371556341648 5.8895170390605953 55.375743433833122 31.459994241595268 6.7589672952890387 33.888121396303177 8.1171126961708051 15.205140531063078 7.4283612668514243 11.298097446560858 11.74701017141342 27.559589505195618 8.6734925508499128 96.721899926662445 74.399417832493782 16.005243211984634 49.468418538570404 23.990633308887482 13.734981536865236 22.220158278942108 133.47370022535324 10.063914924859999 13.286951690912248 10.320038259029394 10.230694591999052 105.4810603260994 33.585978776216507 167.15341937541962 8.0306437313556653 46.119195386767387 444.42657044529915 25.569894552230835 12.707951664924623 9.549245625734331 89.749767154455185 49.301586538553238 9.0388174355030042 9.9115406274795514 11.050665706396101 26.0616415143013 10.697883605957033 8.205809682607649 21.358952403068546 46.822397083044052 7.7409458607435253 9.3603052049875242 17.725674763321877 10.500170379877089 9.2820647954940778 6.6102223694324485 7.4845294654369345 63.59824612736702 9.2255943119525892 5.8887792229652396 21.376865923404694 6.613917499780654 33.349585980176926 79.864254266023636 67.65474671125412
leaf_count=1176 2829 117 3408 24 1320 20 244 131 27 113 28 46 23 40 35 79 32 278 258 49 145 87 41 65 391 30 39 31 30 311 101 489 24 178 1441 73 37 29 270 148 28 29 32 107 34 26 67 180 28 32 68 29 27 21 24 191 28 20 74 23 113 233 198
internal_value=-0.000449557 -0.00734426 -0.00115154 -0.0170537 -0.00335 -0.0251065 -0.00745062 0.0129736 0.0242067 0.0144457 0.0245659 0.0169856 0.0320381 -0.000616382 0.0258496 0.0338078 -0.0101496 0.0359099 0.00418825 0.0324666 0.0372139 0.00849734 0.01457 0.0239434 0.0230836 0.0306606 0.0328887 0.0185655 -0.00721648 0.020924 0.0200598 0.0245357 0.0152693 -0.0175436 0.014985 0.0279308 0.0172756 0.030743 0.0106691 0.00403317 0.0310833 0.0379481 0.0235329 -0.0320952 0.0260496 0.00882841 0.0388877 0.000983305 0.00708629 0.0335584 0.00217225 0.034703 0.0125608 0.0283181 0.0286255 0.00108285 -0.00944219 0.0160401 0.0209611 0.0129095 0.0153655 0.0271336 0.0337305
internal_weight=4318.52 3881.62 3269.43 2009.36 1267.82 543.47 253.876 724.349 1260.07 692.889 1253.31 592.91 69.5555 99.9789 1160.59 224.276 66.0908 212.529 172.438 184.969 146.19 92.723 38.779 936.314 894.203 198.338 188.274 54.7999 23.5176 695.865 673.645 348.258 325.387 54.7927 523.355 72.3143 46.7444 31.5393 219.906 130.156 22.7738 31.2822 21.3707 81.4374 61.7858 26.3882 35.3975 156.049 109.226 17.1013 92.1251 16.3897 18.8313 27.9692 15.6903 122.125 58.5272 68.7323 60.6152 451.04 54.7265 314.672 147.519
internal_count=15849 14673 11844 8083 4675 2286 966 2389 3761 2258 3734 1895 219 363 3412 655 250 620 615 541 423 322 118 2757 2640 582 552 161 69 2058 1993 1021 972 210 1676 212 139 93 661 391 69 92 63 351 195 84 111 566 386 60 326 49 56 88 50 367 176 235 207 1464 187 920 431
is_linear=0
shrinkage=0.05


Tree=29
num_leaves=64
num_cat=0
split_feature=34 73 36 73 65 2 42 36 73 73 2 73 73 65 36 50 73 73 21 65 65 2 73 73 22 65 29 61 59 31 28 60 73 65 60 34 66 38 2 65 11 65 20 70 25 40 40 4 72 19 23 23 34 55 60 70 70 6 9 40 65 30 72
split_gain=218.457 118.144 113.819 84.5368 32.8439 30.8241 28.8037 26.2042 24.9338 42.6569 20.9261 17.1806 16.0432 12.0461 11.6744 10.9048 10.5723 12.5433 10.4052 10.0648 9.89322 8.95687 8.65329 9.47121 10.3225 7.74962 7.49423 7.28569 6.96304 6.9262 7.58223 8.11065 6.87469 8.03331 7.53734 6.78705 7.47838 9.1054 6.92849 6.75232 7.6889 6.68805 6.86807 7.82668 7.03237 6.63076 6.61442 8.48888 11.4642 8.35942 7.83583 6.86183 6.81408 6.45678 6.3197 6.28592 7.14397 6.24113 6.22189 8.01562 9.14183 6.04074 5.94166
threshold=2.5250000000000004 1.0000000180025095e-35 3.4650000000000003 1.0000000180025095e-35 0.16831168831168822 -128.68588408977811 2.0750000000000006 6.870000000000001 1.5000000000000002 2.5000000000000004 135.98915112486659 3.5000000000000004 1.5000000000000002 -0.39017543859649123 2.1350000000000002 1.2150000000000001 2.5000000000000004 3.5000000000000004 0.13392857142857142 0.50016806722689089 -0.21222011385199238 15.532834127964295 4.5000000000000009 5.5000000000000009 0.61250000000000016 -0.29651821862348177 6.4142857142857155 1.0000000180025095e-35 2.2179468107965161 0.11155555555555556 4.0500000000000007 0.057088340494627111 3.5000000000000004 -0.21705882352941172 0.058149767143676707 1.925 2.7886762360446578 0.28651363327877172 12.835977678511883 -0.055749385749385698 2.1222222222222227 -0.071923076923076937 1.5000000000000002 0.21874999999999997 0.73214285714285732 2.8750000000000004 4.0950000000000006 1568.7847522411505 -0.21124999999999997 2.5000000000000004 2.4642857142857149 2.4642857142857149 3.6750000000000003 1.7450000000000003 0.069435023138726806 0.042083333333333257 0.22249999999999998 1515.9688747315811 1.3452380952380956 3.5250000000000004 0.12173913043478256 0.10916730328495032 -0.42541666666666661
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 5 14 -5 12 25 21 11 13 20 -11 18 -12 -14 41 -3 35 -4 -10 -13 24 27 -7 -20 45 57 30 61 -32 33 -16 -35 -6 -37 38 -38 40 -30 54 62 44 -44 -24 47 48 -41 50 -49 -51 -48 55 -18 58 -57 -8 -50 60 -60 -27 -43
right_child=3 2 7 6 19 8 28 -9 9 10 15 22 16 -15 32 -17 17 -19 26 -21 -22 -23 23 -25 -26 29 -28 -29 39 -31 31 -33 -34 34 -36 36 37 -39 -40 46 -42 42 43 -45 -46 -47 52 49 53 51 -52 -53 -54 -55 -56 56 -58 -59 59 -61 -62 -63 -64
leaf_value=-0.041084129828044456 -0.041077157331332569 0.034169410231831163 0.024758028975417234 0.035685007171129532 -0.018367676417533837 0.035798615106885937 0.01220813075038203 -0.032846756416107244 -0.0070051437285082287 0.052231265973917931 -0.020346548707341545 -0.0051406742250622106 -0.026745716970978689 0.012678697614750887 0.050684741120286619 0.033112278002212649 0.027168478350296333 -0.020119472313872486 0.0061456583368885856 -0.035885797210007002 -0.0054995636094436291 -0.020464086114633719 0.0099534086334643682 -0.0048974601916506695 -0.021663887446629254 0.01200772656400728 0.04156232508258511 0.04800700375647237 0.023753546734360406 0.0067553247309089549 0.04910595525321465 -0.0052198155105863831 -0.020021130314861243 0.035814200177306257 -0.0079253105020339661 -0.014308837693244529 -0.017251508855965242 0.051728916453800566 0.042648248993261265 0.0021346712663151001 0.065571766369429435 0.019969054243821661 0.0043877179719299378 -0.044791513594813773 0.057079013396448455 0.041896919556956569 0.05790424522051231 -0.041400820321728482 0.056544725431617683 0.04617938901045493 -0.00051160719613347326 0.0040370381727526973 0.016914454492998089 0.0015564323150494266 -0.0067887335751633214 -8.8872355770083016e-05 0.046801079128558687 -0.027742983346770417 0.030930293980668256 0.068354706966230347 -0.032082474700118761 0.044616082613098011 -0.021380172269243443
leaf_weight=217.65459521114826 52.31902402639389 128.86991360783577 33.358895003795624 347.67924544215202 104.2308149933815 33.891703516244888 28.047654747962952 212.78364330530167 284.07951381802559 20.180559068918228 103.75372907519341 270.241988748312 188.77270895242691 417.6202041208744 10.948503315448759 10.505213588476179 29.843028694391251 246.69500268995762 81.309305727481842 48.219595983624458 142.06351983547211 218.84564499557018 99.966076612472534 92.354846388101578 16.838104963302612 22.052263021469116 18.29794779419899 19.641306936740875 211.39955824613571 280.0650874376297 8.5912128388881666 34.301365703344345 23.329363077878952 13.326799184083937 37.747122317552567 37.443703293800354 17.389804124832157 12.681048035621641 6.6827663779258719 71.423597246408463 11.594792842864988 9.71363916993141 34.824174344539642 6.5372897982597342 7.7397083640098563 19.398096770048141 16.912448406219482 16.305620133876801 32.977350801229477 13.689526677131651 41.633206337690353 32.809033632278442 25.31591722369194 20.810491919517517 25.332291692495346 24.924117773771286 12.050457686185835 15.005682110786436 22.226643770933155 9.0259428024291974 7.7674316465854636 39.900953948497772 82.270904868841171
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internal_value=0.000215117 -0.00532554 -0.00313477 0.0208183 0.00254454 0.00432958 0.0241859 -0.0172377 0.00203524 -0.000850629 0.00479224 0.00720872 -0.0131227 0.0145019 0.0188943 -0.0154314 -0.0168374 -0.0126148 0.0247885 -0.0156175 0.000254318 -0.0128617 0.00104995 0.00779038 0.0153094 0.0128773 0.0126517 0.019788 0.0176737 0.0108591 0.0218211 0.00566142 0.0031162 0.0118192 0.00348771 -0.01014 0.00141796 0.01744 -0.000622787 0.019136 0.0259279 -0.00318158 -0.00895367 0.00614565 0.013969 0.0151446 0.0147822 0.0122195 0.0182229 0.000653592 -0.012019 0.0164441 0.0333309 0.0270768 0.0115779 0.0319504 0.0151931 -0.00171631 0.0405562 0.0270437 0.0146122 0.0330091 -0.0170137
internal_weight=4784.21 3770.29 3552.64 1013.92 2532.7 2306.06 961.599 1019.93 1992.23 1573.43 1070.5 956.241 807.151 437.801 313.829 114.259 631.729 442.956 228.477 226.648 175.422 502.925 518.44 248.198 155.844 418.803 99.6073 139.005 613.919 384.911 104.846 42.8926 85.3518 62.0224 51.0739 178.428 74.1973 36.7536 24.0726 570.866 222.994 196.261 141.086 49.1012 42.5639 119.364 347.872 305.643 201.206 104.437 57.9388 46.4986 42.2284 129.782 55.1753 108.972 36.9746 43.0533 71.9974 39.02 29.9941 61.9532 91.9845
internal_count=15849 12896 11948 2953 8139 7335 2725 3809 6415 5152 3387 2967 2912 1297 920 420 2333 1593 653 804 579 1765 1670 769 464 1263 291 411 1782 1171 316 132 267 192 160 619 249 123 81 1654 636 657 486 167 144 354 1018 898 591 307 171 136 120 380 171 318 108 128 210 114 88 184 319
is_linear=0
shrinkage=0.05


Tree=30
num_leaves=64
num_cat=0
split_feature=73 34 35 65 65 2 36 42 73 73 65 65 65 65 2 73 73 73 73 10 56 26 65 25 55 59 65 65 0 2 52 38 30 69 71 72 27 28 27 40 40 8 40 65 73 4 40 30 44 64 10 69 10 26 69 73 73 73 42 65 1 27 66
split_gain=276.618 196.461 100.688 63.3398 45.2415 37.1691 30.8598 25.3455 20.789 54.3786 17.9227 16.9803 15.6814 13.8788 12.6067 10.8285 13.814 9.26152 16.66 8.84431 8.07913 7.73602 7.64664 7.58272 7.45221 7.31624 6.89551 6.77468 6.67515 6.57748 6.37543 6.34381 6.55106 6.2668 6.25509 7.44407 6.24529 8.19955 6.23851 6.22717 6.15891 6.12768 6.0886 6.02979 5.95422 7.93184 5.93018 5.89598 5.78077 5.71928 5.71143 5.69172 5.60971 5.59211 5.52478 7.02222 7.29893 11.4603 7.34938 5.766 5.73913 5.6988 5.46369
threshold=1.0000000180025095e-35 2.2950000000000004 3.8050000000000002 0.16831168831168822 -0.23811105345096004 -56.151359501920631 2.8050000000000002 2.0350000000000006 2.5000000000000004 1.5000000000000002 -0.74307692307692297 -0.14902097902097897 -0.40272017837235224 0.61571428571428577 133.37032169790021 3.5000000000000004 4.5000000000000009 1.5000000000000002 2.5000000000000004 2.9309523809523812 1.8750000000000002 0.52050000000000007 0.47565217391304343 0.58571428571428574 2.1550000000000007 3.0173088295501076 -0.57833333333333325 -0.059610389610389593 1461.7821450457006 131.59027725521369 2.9650000000000003 0.24546909732368785 0.21146028767979988 0.65000000000000013 0.19541666666666668 -0.48666666666666658 0.53527777777777785 4.7071428571428582 0.40763888888888894 2.3350000000000004 2.5050000000000003 0.51666666666666672 1.9450000000000001 -0.055749385749385698 4.5000000000000009 1545.0264493378374 2.7250000000000005 0.20060975609756099 7.3150000000000004 0.013139097744360851 2.6904761904761911 0.87000000000000011 1.7928571428571431 0.57133928571428594 0.070000000000000021 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.035000000000001 -0.29651821862348177 1545.7462686611918 0.52527777777777784 3.3592375366568921
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 6 19 22 9 30 -2 26 53 21 15 -10 -17 24 -19 36 43 34 -3 40 50 27 -9 -20 -8 44 -7 -29 51 39 46 -36 -6 -38 -16 48 41 -11 -40 -14 54 -46 52 -23 -18 -45 -13 -33 -5 -4 -12 59 -57 58 -58 61 -61 -56 -28
right_child=1 7 12 13 5 8 28 11 14 23 29 17 20 -15 38 16 33 18 25 -21 -22 47 -24 -25 -26 -27 62 31 -30 -31 -32 32 -34 -35 35 -37 37 -39 42 -41 -42 -43 -44 49 45 -47 -48 -49 -50 -51 -52 -53 -54 -55 55 56 57 -59 -60 60 -62 -63 -64
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leaf_weight=328.79013502597809 34.737228453159332 262.68359544873238 9.2150794565677661 110.54879689216614 314.55778339505196 401.89318561553955 91.577397286891937 23.622084438800812 402.60362195968628 13.016285330057142 12.670603841543196 141.09618824720383 111.66633176803589 57.531295865774155 20.336618781089783 254.1547178030014 100.58352562785149 168.91696241497993 39.463217705488205 32.847684890031815 133.46835559606552 94.233216941356659 7.603424370288848 133.53862211108208 7.8086007535457602 60.496119141578674 202.08834666013718 12.17680838704109 52.549565196037292 46.233715951442719 19.471400439739227 196.55207866430283 32.657386660575867 45.011451572179794 10.250129669904711 15.11646196246147 131.59559920430183 48.908137202262878 132.04032227396965 48.438699096441269 78.60291513800621 303.19238722324371 58.560558378696442 78.951332330703735 26.823699533939362 14.406865894794462 18.911507457494736 29.161158353090286 33.634881049394608 237.78917974233627 9.739188075065611 11.699347615242003 33.542900562286377 7.6488439738750449 23.884241580963135 90.546023309230804 50.081987321376801 45.51515993475914 15.244385600090025 14.080695837736132 8.7755182385444623 11.641423761844633 14.129901349544523
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internal_weight=5579.31 5250.52 4059.79 3481.05 3111.76 2717.12 672.036 1190.73 2045.08 949.715 394.642 920.446 578.739 369.295 1095.36 884.427 481.823 680.606 521.962 527.909 561.875 311.764 270.287 528.35 158.644 353.045 239.84 292.549 144.127 359.904 421.365 253.086 240.909 227.669 188.37 25.3666 495.062 180.504 210.937 182.657 394.812 316.209 190.601 428.407 313.671 41.2306 163.003 123.394 134.218 316.741 150.835 208.251 144.092 16.8639 272.44 259.769 201.388 110.842 65.3264 58.3819 22.8562 35.5257 216.218
internal_count=15849 14673 11201 9584 8572 7441 1873 3472 5568 2607 1131 2623 1617 1012 2961 2385 1306 1911 1478 1482 1570 847 849 1474 433 983 712 813 391 1019 1133 700 665 614 511 69 1387 511 576 492 1099 875 520 1204 894 114 442 336 362 895 412 575 391 47 780 745 583 314 182 162 62 100 637
is_linear=0
shrinkage=0.05


Tree=31
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 41 65 48 65 65 64 28 4 65 66 22 66 34 47 50 34 18 6 64 1 39 44 5 6 11 46 50 41 9 10 25 73 72 28 53 16 27 52 52 8 53 3 29 12 55 55 71 5 65 36 22 70 47 49 3 74
split_gain=658.971 303.961 483.515 250.141 169.025 58.2858 27.8901 12.5163 10.3392 9.47135 9.42316 7.51236 7.28515 6.63509 9.49792 6.16344 6.38155 7.76224 7.03607 6.25131 6.08578 6.00416 5.95613 6.02868 6.09349 5.96787 5.80944 7.60721 6.27947 5.98786 7.12068 6.4154 5.76161 8.90533 6.31709 5.62863 5.6263 5.58191 5.45808 5.35202 5.34851 6.35348 5.77531 8.96594 5.5307 5.66035 5.32871 5.31764 6.97686 6.55107 5.38536 6.14782 5.36456 5.88698 5.94855 5.1318 5.48142 6.10263 5.52081 5.95942 5.70101 6.40675 6.76177
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 2.3450000000000002 0.75948717948717959 2.8950000000000005 0.10943722943722932 -0.52555555555555544 0.015416666666666601 4.8819444444444455 1585.3795366487896 -0.26166666666666666 2.7200854700854706 0.18333333333333332 2.9627586206896557 1.7250000000000003 1.6850000000000003 1.6450000000000002 1.925 1.0000000180025095e-35 1505.106665666292 0.018639705882352902 1584.4294920482832 0.48326927813465265 11.475000000000001 1489.8787591209141 1511.4048219587719 1.0333333333333337 4.3950000000000005 1.3250000000000004 2.1850000000000005 2.2583333333333337 2.183333333333334 0.30952380952380959 7.5000000000000009 0.12874999999999998 5.7071428571428582 2.3150000000000004 1.5000000000000002 0.56816666666666682 2.7550000000000003 2.7150000000000003 0.37857142857142861 2.4050000000000007 1536.7686276257139 3.0500000000000003 1.0000000180025095e-35 1.5650000000000002 1.425 0.14791666666666667 1487.9366481830095 -0.13320346320346324 2.0550000000000002 0.13392857142857142 0.21541666666666667 1.885 2.8050000000000002 1479.4471186092317 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 7 -6 20 10 9 11 15 -3 26 14 -12 -5 32 36 -19 -20 -7 22 25 24 -24 -14 27 28 29 47 -31 -32 33 34 40 -9 -18 -21 -8 -22 42 -42 44 -44 45 -17 -28 48 49 -13 51 -49 53 54 -51 -48 58 -58 59 60 61 62 -57
right_child=1 2 3 4 5 6 38 35 -10 -11 13 12 21 -15 -16 16 17 18 19 37 39 -23 23 -25 -26 -27 46 -29 -30 30 31 -33 -34 -35 -36 -37 -38 -39 -40 -41 41 -43 43 -45 -46 -47 55 50 -50 52 -52 -53 -54 -55 -56 56 57 -59 -60 -61 -62 -63 -64
leaf_value=0.058084566398965969 -0.040059182672310921 0.045524134736437544 -0.040130884430876881 0.02995898993782849 -0.040235453133740232 -0.00024848971425115834 -0.04064766697920813 -0.013677588421631321 -0.035369524786142907 -0.030444653008269131 -0.0014381263080814003 0.052085819479623124 -0.02592081727369205 -0.019742886018458514 0.043915562694658017 0.010056135425563408 0.044858023236582834 0.033400442148653363 -0.017562970691974707 -0.024512909413716921 0.038614846367308761 0.059178733151697742 0.042354986403731976 0.036119154415388426 -0.0083168996068539707 0.012487899962968993 -0.02089901823760807 -0.010829395583150091 0.059621475430455755 0.022231507740033029 0.060178169215501176 0.021845149880564366 0.044576461996139648 -0.023053018928299876 0.06094838116334686 0.029156433937387084 -0.0033253740382456136 0.027873149878460464 -0.012640522449248241 -0.0045107360207159719 -0.01913437748986406 0.035826701677851236 0.046991947505202802 -0.017699617446474768 0.039677940283025126 -0.038680159737720647 0.03450289987858967 0.0665155862336472 0.065994491293359492 0.0035466506381570209 0.048066611668902241 0.014323967619613182 -0.01281262290310429 0.049928771249649874 0.047329873385869387 -0.00082699348006840087 0.031289446261122247 -0.015518401582999561 0.057033560438131917 0.05817255525933434 -0.032952271999953507 0.00092349050692235003 0.045803866084653172
leaf_weight=431.37210211157799 591.51411287486553 38.160406827926636 717.09834763407707 79.866229563951492 280.23576287925243 139.81443889439106 53.69078129529953 58.221552789211273 7.5463272184133521 8.1353462636470777 50.709537178277969 14.2572625875473 10.660738527774809 29.256107568740845 14.945995047688482 221.50751285254955 47.590678215026855 31.101155340671539 21.235559478402138 6.3482406735420254 21.108122646808624 7.9080891311168662 8.6120898425579089 54.274768143892288 19.07160946726799 197.00472441315651 8.7716682255268079 12.953934252262114 15.204433500766752 450.63391524553299 24.713244318962097 19.548769503831863 12.562033623456953 19.114449828863144 6.4813677370548239 8.8330269455909711 6.9423407018184653 25.554068356752396 25.733234912157059 10.914155825972555 26.088255822658539 6.585616558790206 25.275046736001968 6.7961678802967063 15.430184483528135 6.122358262538909 40.877328127622604 7.0545012950897208 9.5693433880805951 36.192618131637573 83.820397734642029 28.186655610799789 13.988354235887526 14.025663316249846 9.8742622733116132 11.359096080064772 9.5872845649719221 25.44280880689621 9.3004552125930768 7.772094100713729 6.4003846645355216 34.45708292722702 24.63297027349472
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internal_weight=4268.05 3836.68 3245.16 1975.16 1258.06 531.496 251.261 726.567 1270 1262.45 659.513 1254.32 1216.16 94.9116 65.6555 564.601 484.735 138.772 84.239 53.1379 171.837 297.532 289.624 81.9585 27.6837 207.665 918.625 740.023 727.069 711.865 494.896 44.262 345.963 333.401 314.287 67.0546 54.533 31.9023 79.424 32.0223 307.805 32.6739 275.131 32.0712 243.06 227.63 178.601 216.969 97.9075 88.3382 119.062 35.2412 74.0809 60.0925 46.0669 169.83 128.952 35.0301 93.9221 84.6216 76.8495 70.4491 35.9921
internal_count=15849 14673 11844 8083 4675 2286 966 2389 3761 3730 2128 3698 3593 345 233 1783 1552 437 269 172 615 910 885 243 84 642 2683 2148 2108 2063 1443 128 1115 1074 1011 261 168 100 351 106 990 109 881 102 779 730 535 620 281 254 339 101 213 172 132 508 391 104 287 259 236 216 111
is_linear=0
shrinkage=0.05


Tree=32
num_leaves=64
num_cat=0
split_feature=34 73 73 36 34 2 36 65 2 35 73 73 73 56 73 65 73 73 27 0 65 34 65 11 44 65 29 65 10 66 7 73 73 6 73 27 69 69 60 22 6 69 23 27 65 30 65 73 71 28 8 16 18 35 73 73 7 46 56 27 20 8 18
split_gain=197.902 107.884 83.5756 80.6152 50.771 36.1416 25.1203 18.098 16.6445 15.3031 15.1093 14.7417 23.1235 14.3815 11.4152 10.9495 10.1681 11.7844 9.79201 9.64039 8.91488 8.91349 8.82387 8.57993 8.87046 8.11846 7.99477 7.91255 7.55239 7.60909 7.97665 7.31368 13.1403 9.274 7.64844 7.18063 7.15654 8.55371 9.82214 7.11931 7.028 6.95679 6.4153 6.3829 6.36539 6.24782 6.22328 7.65892 6.15393 6.05097 5.99348 5.98543 5.93412 5.90378 5.85785 10.4311 8.29169 7.9741 7.47864 6.85898 6.39402 7.11543 6.43864
threshold=2.1050000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.4650000000000003 3.1850000000000005 -93.407318137126921 6.870000000000001 0.12554865424430639 124.7300947970847 2.5650000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.8050000000000004 3.5000000000000004 0.46795986622073577 2.5000000000000004 3.5000000000000004 0.53050000000000008 1329.5382625212212 -0.27599078341013822 6.205000000000001 -0.16404761904761903 1.3095238095238098 8.4550000000000018 0.26082788671023965 5.6833333333333345 -0.34481203007518796 1.9666666666666668 3.2277777777777783 -5.6275358113937264 1.5000000000000002 2.5000000000000004 1528.4342052570964 5.5000000000000009 0.49950000000000006 0.23000000000000001 0.41000000000000009 0.073091751428731713 0.35416666666666669 1516.6137287198469 0.49000000000000005 2.8660714285714293 0.51683333333333337 0.14821705426356577 0.062781531531531515 0.37503105590062119 4.5000000000000009 -0.19999999999999993 5.8452380952380958 0.93095238095238109 2.5000000000000004 1.0000000180025095e-35 3.3250000000000006 4.5000000000000009 3.5000000000000004 -7.1332444767256211 3.8450000000000002 1.5650000000000002 0.59133928571428584 2.5000000000000004 1.0333333333333337 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 15 9 10 8 11 18 20 45 -13 49 27 22 -12 44 19 -4 -5 46 36 -11 -25 -20 42 -14 29 -16 -31 33 -33 40 54 -30 -3 -38 39 52 50 -32 51 -42 -18 -7 47 -6 -23 -10 -24 -22 -39 -9 55 60 -57 58 -58 -56 61 -34 -62
right_child=1 4 3 6 21 7 -8 53 13 23 16 12 14 -15 28 -17 17 -19 25 -21 26 48 31 24 -26 -27 -28 -29 35 30 41 32 34 -35 -36 -37 37 38 -40 -41 43 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 59 56 57 -59 -60 -61 62 -63 -64
leaf_value=-0.040570756671280656 -0.04056290479489244 0.034769069603047924 0.036904542451536002 0.032952407805690011 0.025106288484250297 0.058742254896197624 -0.032133554247191193 -0.019785146340789039 -0.012911694530625187 -0.019554809418808366 -0.026031763251992648 -0.012717952109814207 0.042070053718563288 0.02318592192338631 -0.0091021491340287346 -0.024316587957475863 0.001266207531310592 -0.019401930900420913 0.029546082212374015 0.0045119180527034399 0.0033945988447385347 0.020261335635509001 0.0048774602811719643 -0.0080867762543040383 0.049002744935335026 -0.028308364357469914 0.037407739097287535 0.0090810256642724699 -0.0089744050469342373 0.052908554656312889 0.024465469692453563 -0.0052171050298040773 -0.00069971272168453896 0.054384398078035148 -0.011515663052440476 0.0234231950459655 -0.0044513454627701085 0.057707696033671964 0.0086195789676287646 0.0056395722741804516 -0.041945942182889828 -0.028722816496549858 -0.023869307869672087 0.010322354212702011 -0.02249817323055342 0.011060772683252453 -0.0065121445534130091 0.043552782882596154 0.049756180426944761 -0.033521433367318651 0.027766187451647713 -0.039774665352488414 0.024951833390179992 0.0284957929489657 0.034798144148881244 -0.013727498851923502 0.047146393199597132 0.061116579490158307 -0.0058922728510519161 -0.015656856758191298 0.049273760374825178 0.023171738310678629 -0.0034620263544866588
leaf_weight=174.77699376642704 83.70463652908802 60.623098462820053 27.731621906161308 18.826658606529236 337.30089315772057 7.070318639278411 205.89546164870262 164.57453076541424 149.29858955740929 46.143331930041313 184.57912786304951 300.13859936594963 19.436099916696548 23.988967090845108 239.5160303413868 21.421556055545807 160.99102085828781 242.33990471065044 160.19004416465759 133.74361932277679 96.715030431747437 22.545579105615616 45.785343140363693 16.464709013700489 11.596449106931685 6.3022979199886313 11.106719583272932 280.53999423980713 26.424482822418213 10.261848270893095 13.646311819553377 173.47882190346718 52.197007238864899 15.976774483919142 32.807202994823456 48.484929472208023 43.482158586382866 30.065820962190628 80.190374374389648 16.957477450370789 9.6068252921104449 11.188063502311705 39.244388103485107 14.900213897228239 34.156495317816734 242.7261868417263 13.350478649139403 67.53727400302887 82.026666253805161 46.770664662122726 76.201074153184891 8.7564309239387494 25.599348604679108 6.5850237756967536 50.915009379386902 60.126397341489792 8.4192918837070447 7.6106253564357749 31.560029834508896 7.7628169059753409 26.795863211154938 77.662727117538452 7.3825799226760855
leaf_count=795 381 175 79 52 934 20 897 598 534 152 740 1060 52 79 789 76 526 936 458 406 328 61 132 54 36 23 35 837 87 32 44 577 152 45 102 153 132 87 238 50 28 37 134 43 131 734 38 182 220 181 221 30 76 22 144 189 27 23 99 22 77 225 22
internal_value=0.00024898 0.0146809 -0.00696192 -0.00500091 0.0177631 0.000817176 -0.0165651 -0.0025686 -0.000716635 0.0142084 -0.0125418 0.00160247 -0.00124049 -0.013357 0.00406335 0.0110368 -0.0161902 -0.012038 0.0188477 0.010075 0.00045319 0.0303408 0.0118288 -0.00629629 0.0155058 0.0273561 -0.0034734 0.0112185 -0.0020775 -0.0059162 0.0158265 0.00891715 0.0061036 0.0182117 0.0115102 0.0119949 0.0197529 0.0151153 0.0206829 0.0340033 0.0142666 0.000503767 -0.00661097 -0.010167 -0.00289325 0.0124104 0.027076 0.0281836 0.0433971 -0.017828 0.0191753 -0.000189391 0.0426439 -0.0179276 0.0137964 0.0107029 -0.00138578 0.0142071 0.0052772 0.0281232 0.018641 0.0135766 0.0378828
internal_weight=4754.2 1583.99 3170.21 2995.43 1500.29 1992.82 1002.61 1590.65 1419.49 402.172 796.716 1199.43 949.636 220.058 649.498 977.528 622.067 437.487 327.968 161.475 174.649 522.761 956.107 74.2045 28.0612 166.492 155.823 299.976 349.522 274.612 35.0962 699.189 536.718 162.47 363.24 74.9094 256.918 196.295 152.813 72.6226 146.493 24.8344 144.716 24.507 195.148 249.797 418.189 404.838 104.572 196.069 121.986 105.471 55.6652 171.16 330.432 271.755 107.716 47.5899 39.9793 58.6778 164.038 129.86 34.1784
internal_count=15849 4778 11071 10276 4397 6467 3809 5259 4639 1208 2912 3845 3091 794 2031 2962 2333 1593 966 485 579 1435 2886 242 90 481 527 889 1142 902 113 2128 1659 469 1082 240 758 583 451 213 424 81 492 71 657 754 1154 1116 281 715 353 358 163 620 980 814 338 149 126 166 476 377 99
is_linear=0
shrinkage=0.05


Tree=33
num_leaves=64
num_cat=0
split_feature=73 34 35 65 65 2 36 42 73 73 65 65 65 65 2 73 73 73 73 65 38 10 26 65 24 55 59 65 8 65 29 2 52 27 38 30 27 28 71 72 40 30 56 30 27 26 31 72 6 19 34 52 40 29 31 24 0 30 26 27 73 4 72
split_gain=255.05 176.639 91.0625 57.2722 41.294 33.4361 28.3239 23.5343 18.5809 49.4809 17.0377 15.6508 14.5637 13.2172 11.5607 9.99544 12.1185 8.44894 15.3207 7.8513 9.23428 7.75975 7.24157 7.13881 6.96019 6.90386 6.89589 6.69096 6.65155 6.29042 6.09481 5.99016 5.96929 5.9144 5.90124 6.0538 5.86727 7.21648 5.83435 6.94329 5.61558 5.59658 5.55617 7.27887 6.00881 5.94181 7.60319 5.74436 5.71692 5.62162 8.03753 5.78196 5.4252 5.41651 6.21594 5.39264 6.15712 5.46796 5.38752 5.36389 5.35135 7.3264 5.34606
threshold=1.0000000180025095e-35 2.2950000000000004 3.8050000000000002 0.16831168831168822 -0.23811105345096004 -59.135084377735545 2.8050000000000002 2.0350000000000006 2.5000000000000004 1.5000000000000002 -0.74307692307692297 -0.14902097902097897 -0.40272017837235224 0.61571428571428577 133.37032169790021 3.5000000000000004 4.5000000000000009 1.5000000000000002 2.5000000000000004 0.03119047619047605 0.2176658571568397 2.9309523809523812 0.52050000000000007 0.47565217391304343 0.77500000000000013 2.1550000000000007 3.0173088295501076 -0.57833333333333325 0.51666666666666672 -0.059610389610389593 4.2928571428571436 131.59027725521369 2.9650000000000003 0.40763888888888894 0.24546909732368785 0.21146028767979988 0.5338750000000001 4.7071428571428582 0.19541666666666668 -0.48666666666666658 1.9450000000000001 0.19544551032754298 1.8750000000000002 0.18449491447064262 0.47612500000000008 0.6170714285714286 0.22768252434999597 0.22958333333333328 1487.4511107487617 1.0000000180025095e-35 1.2150000000000001 3.2550000000000003 2.7250000000000005 4.8944444444444457 0.15285947712418302 0.64583333333333337 1598.049148280614 0.15919147224456962 0.48118055555555561 0.58050000000000013 4.5000000000000009 1545.0264493378374 0.17916666666666667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 6 21 23 9 32 -2 27 -4 22 15 58 -17 25 -19 20 42 36 38 -3 28 -13 29 -9 -11 -20 -18 60 -7 -16 -31 -36 -6 -38 52 -40 -35 -24 44 -44 45 46 49 -46 -45 50 -14 -51 -5 -28 -55 56 -33 -58 59 -10 -12 -62 -56
right_child=1 7 12 13 5 8 -8 11 14 24 31 17 19 -15 33 16 30 18 26 -21 -22 -23 41 -25 -26 -27 53 -29 -30 34 -32 55 -34 40 35 -37 37 -39 39 -41 -42 -43 43 48 47 -47 -48 -49 -50 51 -52 -53 -54 54 62 -57 57 -59 -60 -61 61 -63 -64
leaf_value=-0.043470805643347168 -0.046589811836973222 -0.028723088050681123 -0.019664842726231393 0.02001077794150067 -0.0047376682239895053 0.016803161555534855 0.014985729896323919 -0.047101643124554816 0.010247027848792632 -0.030774591926146757 -0.014487908660564614 0.001201694026821724 0.019724746618767362 0.045695479371818885 0.048657559753646086 -0.0024790465322926543 0.021186801601547425 -0.022080072302368123 -0.019161839405667319 0.035436173455461357 0.040449523658790308 -0.034489094992381494 0.022421527358212418 0.02037038921283273 -0.017695105824230287 0.049384728757860027 -0.03795199525859852 -0.018700769596208099 -0.0026820267017144354 -0.031803036085593102 0.0048125362273717387 0.042419140058637721 -0.011555548227229026 0.025865098936934311 0.0009337058610970673 0.024062874454264031 -0.022249885510866371 0.00047566272445661949 0.022761012168603986 -0.03063857059289506 0.0072272328269336224 0.046625025339445875 0.021191306987426592 0.029012805436252259 0.039720032800464204 0.044745417466897905 -0.036981175478508842 0.015134596774661467 -0.019798596366161356 0.040843350636460107 -0.029644618909023236 0.0021034723844377923 -0.008492861041671209 -0.043755365143917306 -0.0089521248443611319 -0.020578269546661431 -0.034544929341238977 0.020346560843436168 0.019949032635241282 -0.032235192620610365 0.020264133821557659 -0.024031139544208276 0.040200607197259909
leaf_weight=315.43604391813278 33.772387385368347 257.45335388183594 16.748150438070297 143.41777718067169 303.28288349509239 404.29321911931038 137.76628041267395 22.963925123214722 141.49227756261826 22.293253272771835 270.23576286435127 150.72615587711334 20.061662465333939 56.424746632575989 20.073402464389801 257.51045092940331 118.79773589968681 167.04090681672096 39.170283228158951 204.84453418850899 63.040679812431335 31.750308990478516 90.101626962423325 7.6241750717163077 125.4468360543251 7.8200725317001334 23.339207500219345 213.93749004602432 384.24211242794991 12.03098204731941 108.94765862822533 14.473850578069685 19.448908358812332 131.01186522841454 208.0289523601532 32.744003623723984 130.53875207901001 47.69713893532753 10.19601756334305 15.106387287378309 58.443935304880142 32.498649597167969 46.595560938119888 7.6993172168731681 73.545203030109406 14.077388674020765 7.9191778302192679 35.096962541341782 27.159032255411148 26.602223038673401 13.99554458260536 15.097995936870573 18.89293959736824 8.8250211179256421 20.413849055767063 12.570577591657637 7.3772691190242794 11.783365517854689 258.01334270834923 7.842099964618682 26.851657420396805 14.309887379407881 7.5883082449436179
leaf_count=1176 112 828 47 391 847 1089 374 75 379 64 780 412 57 165 56 702 322 495 113 588 181 93 246 21 354 21 66 637 1072 35 294 39 53 362 575 90 374 134 28 41 158 90 128 21 206 40 22 98 74 74 38 43 51 25 58 34 20 32 693 21 73 41 21
internal_value=0.000189278 0.00282804 0.00779905 0.0047484 0.00253841 0.0047318 -0.00514434 -0.014193 0.00785627 0.0027542 -0.012643 -0.0103911 0.0262735 0.0234359 0.0122806 0.00979951 0.00495178 -0.00652416 -0.00960921 0.0276579 0.0231171 -0.0105474 0.0193871 -0.0273111 -0.00739951 0.00357826 -0.00369355 -0.0214538 -0.00422254 -0.000517319 0.0133538 -0.00943707 0.0155016 0.02285 0.00237153 0.00407917 -0.00896878 -0.0161684 0.0132117 -0.00912034 0.0201156 0.0288373 0.0193213 0.00826343 0.0236852 0.0146914 0.00963519 0.0317777 -0.00901741 0.0145082 -0.000563211 0.0268172 0.016693 -0.0191071 -0.00716413 0.00736264 0.0178053 -0.00078788 0.0155744 0.00801613 -0.0119298 0.0048648 0.00436778
internal_weight=5534.53 5219.1 4039.39 3466.91 3100.27 2708.89 651.035 1179.71 2057.86 955.724 391.375 914.629 572.483 366.638 1102.13 892.604 485.256 677.728 519.182 555.735 350.891 513.269 310.213 265.078 531.982 158.546 352.141 236.901 406.535 291.974 227.745 357.602 423.742 209.529 252.804 240.773 481.519 178.236 187.613 25.3024 189.456 122.6 287.85 81.4539 206.396 97.754 83.6766 108.642 34.8583 75.7574 34.0572 41.7002 162.311 60.1664 36.8272 46.2051 33.6345 19.1606 407.348 149.334 311.397 41.1615 28.0022
internal_count=15849 14673 11201 9584 8572 7441 1822 3472 5619 2632 1131 2623 1617 1012 2987 2411 1318 1911 1478 1570 982 1448 847 849 1490 433 983 712 1136 813 616 1019 1142 576 700 665 1355 508 511 69 520 336 801 223 578 274 234 304 95 212 95 117 442 170 104 125 91 52 1093 400 894 114 79
is_linear=0
shrinkage=0.05


Tree=34
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 35 65 65 48 65 64 65 27 6 0 50 73 34 64 3 9 53 17 47 1 39 1 5 29 17 72 10 5 18 26 71 7 24 41 44 3 71 26 8 14 27 27 40 72 65 8 9 4 13 27 6 66 66 25 6 65
split_gain=597.104 291.001 443.534 242.56 158.113 57.3529 26.7067 11.4574 9.34981 8.61923 8.61569 6.68346 6.42179 5.93057 5.77568 7.06877 7.18873 5.58985 5.4213 5.3329 5.62418 5.495 5.27763 5.11363 5.10975 5.09665 5.07598 6.87871 5.73723 6.0868 5.97302 6.22702 8.67703 7.04644 6.08724 6.59707 5.54985 6.63693 6.50779 5.54058 9.84661 6.10369 5.52445 5.06167 5.62851 7.19418 5.76279 5.15155 5.98712 6.87975 5.05328 4.93464 4.92522 4.88928 4.84213 4.83874 4.87306 6.52121 4.76656 6.56772 4.74215 6.61226 4.72177
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 5.1850000000000014 0.75948717948717959 0.027222222222222103 2.8950000000000005 -0.52555555555555544 0.015416666666666601 -0.32824915824915823 0.58683333333333343 1513.38254972139 1527.6777006221 1.6450000000000002 7.5000000000000009 1.925 0.018639705882352902 1656.0352309501066 2.8333333333333335 2.3650000000000007 1.5000000000000002 1.6250000000000002 1584.4294920482832 0.48326927813465265 1570.4924227794734 1489.8787591209141 3.8944444444444448 1.0000000180025095e-35 0.16541666666666663 1.7928571428571431 1496.4562280388971 3.5000000000000004 0.41050000000000003 -0.36291666666666661 24.283257611163211 0.5277777777777779 1.9550000000000003 9.6900000000000013 1678.6965886936398 0.18541666666666667 0.57414285714285718 1.861904761904762 0.90000000000000013 0.55527777777777787 0.52414285714285735 2.2050000000000005 0.0079166666666666014 -0.35303571428571423 0.37857142857142861 0.51666666666666672 1315.8577525004619 0.22500000000000003 0.52292857142857152 1500.3941966279851 2.6554945054945058 2.7795138888888893 0.38750000000000007 1505.106665666292 -0.13320346320346324
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 7 -6 13 9 10 51 11 -3 26 50 15 55 23 19 -8 20 -14 53 25 -17 -18 -15 27 28 29 -13 31 42 33 34 -33 -36 -32 38 -38 40 -39 -42 43 44 45 47 -47 48 49 -31 -7 -5 -28 -21 -53 56 58 -58 -11 -60 -55 -62 -54
right_child=1 2 3 4 5 6 18 -9 -10 14 -12 12 17 22 -16 16 24 -19 -20 21 -22 -23 -24 -25 -26 -27 52 -29 -30 30 36 32 -34 -35 35 -37 37 39 -40 -41 41 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 54 62 60 -56 -57 57 -59 59 -61 61 -63 -64
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leaf_weight=423.94360587000847 571.72296765446663 38.47953075170517 693.13855111598969 55.398589044809341 270.91426199674606 8.5925143659114855 51.938467904925346 30.221809789538383 7.2830347269773474 15.733305737376211 7.9371715933084479 217.76461440324783 10.574238777160643 114.94812296330929 16.308129876852036 8.9039255380630511 12.679590538144113 8.046006113290785 25.410232022404671 7.5958580374717704 197.75427186489105 8.4943545162677747 5.8360849022865287 7.5645450949668875 6.8946694731712332 34.126981228590012 8.7008175849914533 12.898533403873442 21.320856243371964 57.575495481491089 15.223945796489714 10.858205556869505 10.71711018681526 14.619116514921187 27.001275390386581 6.8778252303600302 20.474857628345493 91.54896280169487 9.2825139760971052 78.061977863311768 27.273929238319397 10.356247186660765 7.2389254868030539 7.3710000216960898 12.64073398709297 10.915311753749847 11.979836493730545 6.9486078321933737 8.4726058244705182 49.074817508459091 7.8657299280166617 8.7606532871723157 41.232470244169235 6.830755650997161 475.59661324322224 40.644033387303352 11.04541026055813 6.7580676674842826 8.3451771736145002 23.774889796972275 20.809072613716125 38.953641057014465 129.58409014344215
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internal_weight=4215.84 3791.9 3220.17 1941.4 1248.26 519.632 248.718 728.629 1278.77 698.408 1271.49 1263.55 1225.07 171.369 158.652 142.344 36.0427 299.058 77.3487 291.012 208.329 82.6837 154.911 16.4685 19.5743 149.075 926.015 746.497 733.599 712.278 494.513 242.291 70.0735 59.3564 44.7373 33.8791 252.222 236.998 29.7574 207.241 129.179 37.6302 172.217 164.978 157.607 144.967 22.8951 122.072 115.123 106.65 16.4582 539.756 179.517 74.1893 484.357 106.301 65.6569 17.8035 47.8534 32.1201 66.5935 59.7627 170.817
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is_linear=0
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Tree=35
num_leaves=64
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split_feature=34 73 73 36 34 2 34 36 73 2 41 65 65 73 73 73 20 65 73 73 70 73 34 7 65 73 73 65 73 66 73 0 27 4 73 29 65 14 11 27 59 2 14 3 26 73 72 20 66 70 65 3 72 28 6 1 71 65 73 53 65 17 73
split_gain=177.663 98.3664 79.1506 74.1388 45.4579 32.229 27.8585 24.0009 14.0748 13.0666 14.9435 11.6293 11.513 11.2964 25.1138 10.8111 10.1178 10.0637 9.8109 11.0979 9.80015 9.34352 8.26163 8.0265 7.98096 7.88528 20.024 8.91334 7.81997 7.84849 7.81084 8.86346 7.7688 7.72539 7.21743 6.75446 6.73617 6.41636 7.84919 7.23808 6.40952 6.29464 6.1283 6.06795 7.50122 6.06884 7.12672 6.06599 7.79804 7.91445 6.20307 5.96832 7.27393 6.53146 5.84156 5.97623 5.8011 5.68204 6.94506 5.64939 5.56526 5.51825 5.91412
threshold=2.1050000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.4650000000000003 3.1850000000000005 -59.135084377735545 1.7050000000000003 6.870000000000001 1.5000000000000002 156.78373361909067 1.925 0.36285714285714293 0.14066176470588229 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 0.46795986622073577 2.5000000000000004 3.5000000000000004 0.095416666666666608 2.5000000000000004 6.205000000000001 -35.333679815438579 -0.21222011385199238 1.5000000000000002 2.5000000000000004 -0.059610389610389593 4.5000000000000009 3.4045454545454548 1.5000000000000002 1514.8063302477669 0.52292857142857152 1505.2408729264996 5.5000000000000009 4.4722222222222232 -0.34481203007518796 0.55000000000000016 0.7238095238095239 0.48118055555555561 2.6553087092817234 186.11993076913453 0.45000000000000007 1583.6509783213685 0.39387500000000003 4.5000000000000009 -0.33875 1.5000000000000002 3.2029411764705888 0.21874999999999997 0.14316489361702123 1500.0074634097266 0.091249999999999901 4.6833333333333345 1507.1089143857973 1406.0508779051195 -0.19999999999999993 0.37503105590062119 4.5000000000000009 2.8450000000000002 -0.34481203007518796 2.5000000000000004 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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is_linear=0
shrinkage=0.05


Tree=36
num_leaves=64
num_cat=0
split_feature=73 36 39 65 36 2 65 65 2 65 73 73 65 73 65 73 73 73 73 2 73 73 26 42 73 10 70 37 65 26 59 27 23 8 7 65 73 29 11 3 29 12 27 71 46 28 69 13 44 29 59 5 73 65 49 6 71 30 28 34 39 66 21
split_gain=235.416 160.278 77.1014 45.0886 33.429 28.4247 25.6514 25.3578 19.2406 16.4586 15.3142 50.8922 14.4778 12.6405 11.6828 11.2199 15.1176 20.4977 14.0274 10.2033 10.0841 16.069 11.3403 10.044 9.78962 8.35903 7.91481 8.89087 7.67391 7.4074 7.26153 7.25671 10.1542 7.03128 6.82575 6.80689 6.41799 6.26915 6.26065 6.52552 6.2013 6.06093 6.02638 5.98172 6.48668 5.90208 6.0795 6.76163 5.88552 7.73786 5.96682 5.88364 5.70748 5.68353 5.64273 6.26504 6.51864 5.82371 5.53289 9.567 5.47425 5.41138 6.12768
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_weight=5489.28 5187.18 3508.94 2658.26 1678.24 2214.99 2115.27 1399.8 2051.67 1314.02 1995.13 1572.85 850.675 835.539 443.272 1243.39 1048.19 796.648 470.238 415.412 1069.96 592.032 316.715 669.275 439.765 193.83 502.894 63.5811 303.419 439.313 190.708 326.41 49.2306 166.263 153.706 85.7779 278.443 47.9627 192.159 155.93 251.544 158.31 275.317 176.873 166.515 247.154 235.708 15.6824 145.917 118.449 107.658 27.9515 99.7236 256.309 277.179 269.42 250.774 34.2412 139.967 106.922 284.985 477.928 451.355
internal_count=15849 14673 9995 7421 4678 6123 5845 3859 5661 3613 5484 4349 2574 2533 1298 3411 2866 2178 1280 1201 2907 1617 871 2056 1302 524 1442 179 879 1263 534 898 134 477 429 246 819 135 548 446 688 454 746 478 450 715 683 45 418 335 305 78 278 694 764 743 691 94 378 289 785 1290 1218
is_linear=0
shrinkage=0.05


Tree=37
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 35 65 48 65 15 2 69 31 65 54 35 74 9 6 35 65 73 26 65 60 18 31 12 70 29 9 71 4 29 39 28 71 47 51 70 21 65 56 17 65 25 70 5 11 24 11 60 44 31 23 34 7 71 72 3 30
split_gain=542.522 278.764 406.393 235.8 148.048 56.4672 25.5653 10.359 8.46108 7.79704 7.74631 6.35662 6.95232 6.20773 7.80586 5.96371 6.01857 9.04955 6.20358 6.24123 6.13375 6.11919 5.42139 5.3964 5.39398 4.86598 6.67245 5.49173 5.38671 4.84666 5.63129 5.21692 4.777 4.69826 5.94746 5.74381 4.85955 4.69686 4.69036 4.67338 4.65712 4.60376 4.55088 4.52149 5.23596 7.14964 4.7398 4.4926 6.83743 8.12285 8.76537 5.48826 9.14931 5.2496 5.89826 5.08988 5.04697 4.63297 7.48654 4.94605 7.47554 6.7484 6.49178
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 5.1850000000000014 0.75948717948717959 2.8950000000000005 0.10943722943722932 0.55000000000000016 -93.407318137126921 0.59000000000000008 0.17328083989501314 -0.52555555555555544 1.5850000000000002 4.1050000000000013 1.5000000000000002 0.51666666666666672 1481.3926231657058 4.205000000000001 -0.32824915824915823 7.5000000000000009 0.4752777777777778 0.010952380952380903 0.068074314881466813 1.0000000180025095e-35 0.16987298063879638 0.36666666666666675 -0.034999999999999941 2.8944444444444448 2.8333333333333335 -0.45291666666666658 1446.4189793941157 3.8660714285714293 0.10171514844752012 3.9500000000000006 0.012499999999999952 1.6250000000000002 1.0950000000000004 0.18958333333333327 0.73214285714285732 -0.21222011385199238 1.9750000000000003 1.0000000180025095e-35 0.057375565610859658 0.69047619047619058 0.079166666666666663 1501.7602302836199 1.4555555555555557 0.22500000000000003 1.2583333333333335 0.073091751428731713 7.9450000000000012 0.16060405643738976 0.41666666666666669 1.7050000000000003 -33.980081469412305 -0.072499999999999939 -0.081249999999999975 1372.9664408149647 0.12546296296296297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 7 -6 22 10 9 15 11 12 -5 -12 24 -3 17 18 47 -20 -21 -19 40 -8 -15 26 42 -27 -29 31 -31 -14 39 -23 36 -36 -35 -28 -33 43 -7 -32 -22 -24 46 -46 -45 56 51 50 55 52 -49 54 -51 -50 -17 59 -59 60 -58 -62 -63
right_child=1 2 3 4 5 6 23 -9 -10 -11 13 -13 29 14 -16 16 -18 21 19 20 25 33 32 -25 -26 27 37 28 -30 30 41 38 -34 34 35 -37 -38 -39 -40 -41 -42 -43 -44 44 45 -47 -48 48 49 53 -52 -53 -54 -55 -56 -57 57 58 -60 -61 61 62 -64
leaf_value=0.053626535644108853 -0.03942271623775364 0.040688242711096015 -0.039492460337676762 0.072837695115191392 -0.03957845861963516 -0.0038299689208562515 -0.039952998389368832 -0.017246109818454921 -0.033953413996686554 -0.029029951256923092 -0.0089486514071691579 0.013216555097365133 0.071952662726240513 -0.002411568620633988 -0.011766133544804958 0.041056344397540849 0.053295676282102147 -0.038430319298638896 -0.0062403749704330888 0.052525857926357049 0.013197678735429198 0.047253853467530839 -0.038357171766703259 -0.011546722422125864 0.054773355069805955 -0.010327861820715923 0.052263636276291749 0.010124870056370501 0.060699626853318249 -0.020671467341122317 0.049515135113512507 0.036775385809447156 0.045485462081121045 0.065587334844286152 -0.035550457807625599 0.0057679654415896207 0.0076135430515309388 0.028690515809668651 -0.011146255432192725 0.015992855574445013 0.051500786226825829 -0.0046272305126997789 0.052027111866424613 -0.0017951516175732007 0.047212770786054299 -0.0059714801117687483 -0.030985992698377814 -0.029821903299024073 -0.012893715313428013 -0.010561540462885207 -0.043278526573234048 0.035486067052336728 0.043209146971633694 0.050351688740267686 0.045903220055007327 0.046790649060694328 -0.021445475525750997 -0.0013311872695423391 0.023331893740808976 0.018046414652066078 0.05068958811542984 0.02511512112245845 -0.00077837249987670648
leaf_weight=414.92318800091743 552.49301826953888 38.712358027696609 670.09434850513935 8.0690646171569806 261.65353360772133 5.924199432134631 50.186557799577713 29.564564809203148 7.0275087952613822 7.7220591753721228 65.461869537830353 531.18049435317516 7.7077009081840506 5.8821749091148403 13.43143770098686 22.542918682098389 14.050104290246962 7.9427363872528067 11.954681098461149 28.37760716676712 50.642695039510727 6.8451565504074088 9.3590390831232053 25.071581408381462 13.793849959969519 16.224180221557617 43.584144085645676 15.275327742099764 8.034095495939253 10.713480889797212 9.1034463942050952 21.886299669742588 5.953731805086135 5.8525883555412284 12.143003970384596 27.368324458599091 9.453290179371832 41.016460388898849 6.6597282588481894 34.285788208246231 10.621102660894392 6.9038129746913901 8.8671909272670728 60.968785479664803 11.334215402603151 14.281453207135199 18.015134036540985 8.8914457857608813 7.3427261710166949 12.214280754327776 10.966277092695234 129.24413120746613 8.2843180298805219 14.660267323255537 7.4434443414211264 6.9562176167964935 21.395512998104095 34.001402318477631 323.75983983278275 194.2616513967514 9.6604363024234754 34.913072496652603 78.929528176784515
leaf_count=1176 2829 105 3408 24 1320 20 244 131 31 32 247 1676 23 21 48 64 43 28 35 79 145 22 35 107 47 49 122 45 24 34 28 67 20 20 45 95 33 115 21 115 29 22 25 230 40 52 74 26 21 36 32 368 24 41 21 20 63 101 922 567 28 100 234
internal_value=-0.000622327 -0.0066293 -0.000957938 -0.0156014 -0.00266998 -0.0234092 -0.00621122 0.0117454 0.0207599 0.0210604 0.0129685 0.0150952 0.0291415 -2.51738e-05 0.0176188 0.0213645 0.0207579 0.0203828 0.021443 0.0289096 0.0308915 0.00287647 0.00448994 -0.0304897 0.0376778 0.0275485 0.0318114 0.0120092 0.0275566 0.0235426 0.00738563 0.0354511 0.0015715 0.0081972 0.00332011 -0.00693041 0.0297813 0.0408348 0.0255954 -0.000192151 0.0316891 0.0261639 0.0189834 -0.0050616 -0.00208248 0.0175611 -0.00845318 0.0196359 0.0261463 0.0118666 -0.00964937 0.0319572 0.00540287 0.0277069 0.010819 0.0161418 0.0177718 0.0170186 0.0209879 0.0128316 0.00584033 0.0105673 0.0071626
internal_weight=4162.08 3747.16 3194.67 1908.11 1238.01 507.655 246.002 730.358 1286.56 1279.53 700.793 602.224 71.0435 98.5693 33.1075 1271.81 1233.1 1219.05 1149.44 223.976 212.022 69.6051 170.743 75.2581 19.676 183.644 144.11 39.5336 23.3094 62.9745 26.7207 36.2537 154.198 61.6624 54.8172 39.5113 15.3059 84.6006 28.546 148.244 16.5453 16.0073 59.5099 113.959 104.6 25.6157 78.9839 925.467 206.003 59.5832 25.2652 146.42 17.1758 34.318 19.6577 14.2989 719.464 696.921 357.761 339.16 144.899 123.503 113.843
internal_count=15849 14673 11844 8083 4675 2286 966 2389 3761 3730 2258 1895 219 363 116 3698 3593 3550 3307 639 604 243 615 351 68 525 407 118 69 195 84 111 566 215 193 140 53 237 88 546 49 50 170 431 396 92 304 2668 589 171 73 418 50 98 57 41 2079 2015 1023 992 425 362 334
is_linear=0
shrinkage=0.05


Tree=38
num_leaves=64
num_cat=0
split_feature=36 73 34 7 42 73 34 65 2 73 73 65 73 65 37 73 26 0 42 73 27 23 65 8 15 26 8 60 65 31 26 73 73 31 28 7 72 30 69 69 27 2 69 2 6 10 70 70 59 21 9 18 70 31 3 3 30 11 73 9 10 37 72
split_gain=160.137 132.533 82.0091 35.7279 30.8694 31.4114 28.9774 23.0768 20.1103 16.8029 28.2518 14.6123 13.8757 13.0978 10.9899 10.4706 8.99826 8.39948 8.15929 8.09218 8.8945 7.94033 7.33126 7.68144 7.46394 7.19314 7.05514 6.95273 6.90406 6.81076 6.70006 6.67725 7.1377 6.41905 6.38664 6.24192 6.55188 7.73064 7.23347 6.23923 6.64939 6.15697 6.10273 6.26054 6.01561 6.49963 6.04983 5.99676 5.96285 7.52882 6.32809 6.58968 5.92924 5.87889 5.87273 5.81056 5.79154 6.86227 5.74883 8.15894 6.06536 5.71717 6.1786
threshold=2.8250000000000006 1.0000000180025095e-35 3.1450000000000005 14.239369247726019 6.1150000000000011 1.0000000180025095e-35 1.9750000000000003 0.32038461538461543 -273.58719182112105 1.5000000000000002 2.5000000000000004 -0.24624113475177309 3.5000000000000004 -0.054234234234234194 0.50964717640392998 4.5000000000000009 0.43472222222222229 1638.6427861328148 1.635 5.5000000000000009 0.43788888888888883 3.3095238095238098 -0.14653958944281528 1.0972222222222225 0.55000000000000016 0.46118055555555559 0.51666666666666672 0.056640564787125806 0.04424010217113656 0.20318851626016263 0.60527777777777791 2.5000000000000004 1.5000000000000002 0.22869249394673122 3.1339285714285716 -21.826776545987283 -0.11749999999999992 0.13359580052493439 0.79000000000000015 0.31000000000000005 0.5221111111111113 -28.786876817845037 0.57000000000000017 -18.844194102479715 1487.1979978402333 0.96666666666666667 0.35583333333333339 0.25625000000000003 2.8342706772590578 1.0000000180025095e-35 1.3785714285714288 1.0000000180025095e-35 0.082916666666666625 0.090567327409432671 1473.8254867724656 1594.713146159947 0.11915683704674526 0.54444444444444462 1.5000000000000002 0.96666666666666667 0.96666666666666667 0.4058508063935215 0.20416666666666669
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -2 17 8 33 22 26 35 13 -12 44 28 54 58 -4 20 -18 56 39 24 -24 -22 48 52 30 53 -14 32 -20 -3 -25 -7 -37 -38 47 -10 -41 -31 43 -23 45 -13 -46 -39 49 -11 51 -51 -8 -26 -17 61 -15 -58 59 60 -5 62 -27
right_child=4 2 18 6 -6 11 27 -9 9 10 12 14 15 21 -16 16 19 -19 31 -21 25 42 23 34 29 55 -28 -29 -30 41 -32 -33 -34 -35 -36 36 37 38 -40 40 -42 -43 -44 -45 46 -47 -48 -49 -50 50 -52 -53 -54 -55 -56 -57 57 -59 -60 -61 -62 -63 -64
leaf_value=-0.039632056464884324 -0.039632461940420201 0.046626898186219179 0.040154313376340282 0.050274350653271897 -0.029539042150367963 0.049542306630398374 0.065340427510862428 -0.019785076717694708 0.048954639219001811 -0.022515819913782893 0.029918653025082467 -0.0052642940312204985 0.0038231613922074942 -0.0038844411201058426 -0.015240765373755842 0.051075123588837458 -0.03355244198215309 -0.026226245612711814 0.026966278790586436 -0.0041297288086672747 -0.0075481987427245406 0.047218242688638341 0.033969750826127056 0.045044996772248207 0.026625382705164853 0.038756921024631019 -0.0067027612163241285 0.010262772002484743 -0.019217890611070543 0.041447511628142156 -0.034206988794947206 0.028964215097676167 0.0069092464477702176 0.0026770715833100561 0.017156575086132438 -0.010004949836516376 -0.0092309429773412745 0.029761090272382232 -0.032061824535016707 0.034418557261558125 0.00021971544355518392 -0.0099450161348143759 -0.0091839235676576467 0.0087375767458767947 -0.0090068595203475835 0.01673472235261874 0.028017543158539215 -0.010201931799891194 0.05335448191662049 0.077884660956882554 -0.0083984385276977529 0.0084114927926677973 0.0055016728932830265 -0.0091528558333174477 0.011782259357837117 -0.005877447761405973 0.039428273850013171 0.0089455456120811679 -0.013541178592124364 -0.011292803657623505 -0.0034772736268389583 -0.012876432904254727 0.0065821689491024548
leaf_weight=145.5679956972599 82.41179358959198 45.88416576385498 94.677737772464752 13.053581655025484 229.20843653380871 7.6713099777698508 12.016345202922823 71.452707037329674 29.315054923295975 14.477494210004805 136.21776133775711 80.86384479701519 240.73094788193703 77.131105065345764 518.81593519449234 22.708810418844223 8.5845277309417707 106.32443840801716 84.819487303495407 79.877086147665977 21.461717635393143 33.490790158510208 20.088446885347366 24.280557841062546 13.165866523981093 70.723639130592346 405.71610653400421 72.5772415548563 45.222047924995422 17.219030827283863 12.166769385337828 269.07168960571289 92.984509170055389 10.144870102405546 132.85968339443207 59.363942235708237 34.501643493771553 61.286316707730293 6.3388948738574973 35.567781746387482 23.67390713095665 8.8093981742858869 9.2636644840240461 15.443946599960325 434.57799637317657 57.414522662758827 11.320750609040259 11.085225746035574 7.9684394598007193 7.235661596059801 9.2604586780071241 6.461186408996582 6.3155069500207892 89.742828965187073 16.360337793827057 14.149669468402861 20.902816623449326 158.17256155610085 177.09676122665405 30.804726183414459 8.7771007716655713 7.7190728783607474 18.910807371139526
leaf_count=726 411 126 256 40 1040 24 37 262 79 48 376 282 769 224 1982 66 26 409 229 253 62 94 58 70 38 200 1377 229 150 49 41 730 269 28 392 197 114 198 22 98 65 27 27 47 1495 194 38 36 26 24 31 22 20 262 49 42 60 463 638 97 27 23 55
internal_value=0.000312517 0.00694193 0.00923929 0.00528776 -0.0125594 -0.00970961 -0.00783196 0.00811323 0.00915629 0.00826492 0.00579093 -0.00778792 0.0104405 0.016968 -0.00994479 0.00517486 0.012498 -0.0146068 0.0268208 0.00859448 0.0157748 0.0113571 0.0174179 0.0137532 0.00562064 0.0189595 -0.00461101 0.0172122 -0.00122403 0.00120384 0.00199355 0.0239959 0.0164772 0.0386691 0.0214658 0.00541067 0.00344894 0.0105036 0.019154 0.0300881 0.0207522 0.0240536 0.028029 0.0350736 -0.00524135 0.00386991 -0.00806686 0.0236399 0.0140805 0.00572059 0.0235272 0.0451122 0.0447254 -0.00457548 0.0346211 0.0240616 0.00757003 0.0125037 -0.00922914 0.00527911 0.0286633 0.0284131 0.0319688
internal_weight=4691.51 3096.65 2951.08 2409.53 1594.86 1365.65 426.966 1982.56 1911.11 1855.08 1460.36 1283.24 1009.24 450.623 1102.99 558.615 260.496 336.057 541.553 221.427 141.549 314.405 394.723 306.166 149.026 132.965 451.119 90.9091 298.12 128.937 252.898 446.876 177.804 56.029 157.14 180.247 172.576 113.212 78.7104 88.5567 59.2417 26.0284 58.1984 48.9347 584.177 138.278 445.899 72.3715 45.4032 37.4348 22.9573 13.6968 18.3319 102.909 39.0691 111.503 256.206 179.075 229.732 52.6354 21.8307 97.3535 89.6344
internal_count=15849 9816 9090 7606 6033 4993 1497 6109 5847 5693 4555 4582 3027 1291 3991 1736 776 1211 1484 661 408 915 1138 896 434 382 1528 286 960 376 810 1228 498 154 462 591 567 370 256 242 163 76 168 141 2009 476 1533 234 151 125 77 46 57 300 115 320 747 523 802 164 67 278 255
is_linear=0
shrinkage=0.05


Tree=39
num_leaves=64
num_cat=0
split_feature=73 34 35 65 65 2 42 39 65 65 65 73 73 40 65 7 69 66 70 26 65 73 38 73 73 1 73 73 70 66 41 66 65 10 23 65 55 28 59 4 29 19 28 26 23 73 73 19 70 30 56 26 71 19 0 73 0 30 73 31 65 13 65
split_gain=217.42 143.779 75.0048 48.6326 33.9172 27.4029 20.2653 19.6697 13.496 13.3763 12.7497 12.7332 33.6319 13.9611 10.295 8.59729 8.30749 9.89888 8.54235 7.89476 7.38937 7.22209 7.51272 7.09492 12.8732 6.8156 6.61906 11.4557 8.54662 7.04089 6.69298 6.60866 6.52614 9.40599 6.45965 6.39867 6.32065 6.06629 6.06528 5.79714 5.77971 5.72119 5.64348 6.37454 5.74245 5.61868 8.03103 8.54036 6.32511 5.82683 5.45881 7.86788 6.78281 6.72498 6.46008 6.1971 7.54198 5.81722 5.45551 6.84147 5.4122 5.28017 5.27787
threshold=1.0000000180025095e-35 2.2950000000000004 3.8050000000000002 0.14066176470588229 -0.34481203007518796 -17.433294999959568 2.0350000000000006 0.3035063961656988 -0.14902097902097897 0.61571428571428577 -0.40272017837235224 2.5000000000000004 1.5000000000000002 2.2750000000000004 -0.74307692307692297 -41.908394416092158 0.39000000000000007 3.2752525252525255 -0.36374999999999985 0.50950000000000017 0.55727272727272736 4.5000000000000009 0.2176658571568397 1.5000000000000002 2.5000000000000004 1423.0858136275685 1.5000000000000002 2.5000000000000004 0.1145833333333333 1.9372549019607845 2.1150000000000007 3.3592375366568921 -0.14401433691756271 2.9666666666666672 3.4722222222222228 0.47565217391304343 2.1550000000000007 5.6125000000000007 3.0173088295501076 1605.3220865008495 3.7321428571428572 2.5000000000000004 3.2928571428571431 0.46950000000000003 2.8660714285714293 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 0.27000000000000007 0.24152298850574713 1.8750000000000002 0.50612500000000005 -0.18041666666666661 1.0000000180025095e-35 1656.1896452121875 2.5000000000000004 1700.1350157517859 0.18533452807646353 3.5000000000000004 0.18832054560954811 -0.059610389610389593 1.0000000180025095e-35 -0.57833333333333325
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 7 35 25 31 -5 -4 12 -7 19 -2 -9 17 58 -18 45 21 22 50 36 -25 -6 -27 30 29 42 34 62 -17 37 41 -3 -10 -34 60 -16 -31 -28 -29 -44 -45 48 47 -47 -13 -48 53 -52 54 -12 -53 56 -54 -57 59 -15 -26 -49 -8
right_child=1 6 10 9 5 11 8 15 23 -11 20 13 -14 16 39 32 18 -19 -20 -21 -22 -23 -24 24 38 26 27 28 -30 40 -32 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 43 44 -46 46 49 61 -50 -51 51 52 55 -55 -56 57 -58 -59 -60 -61 -62 -63 -64
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leaf_weight=288.84813643991947 31.836752995848656 247.37616465985775 16.530004113912582 377.77303916215897 14.304329603910444 362.01205757260323 14.725320518016813 91.699966549873352 150.47816696763039 54.136340320110321 98.11672031879425 122.73829731345177 463.01459208130836 61.35711658000946 118.77541014552116 98.538866281509399 19.18043377995491 13.080520987510679 111.89285370707512 374.22838240861893 33.479696810245514 118.8217388689518 67.731258273124695 163.20359230041504 38.556659996509552 70.775222063064575 38.97419673204422 11.093878865242003 25.122337400913239 23.619034618139267 7.5438878238201132 20.624538853764534 478.34722328186035 19.642076045274734 9.6987928450107557 7.6315748989582053 7.8173480927944174 45.658976823091507 59.326453387737274 23.605228453874588 53.902300179004669 25.90795561671257 9.6473361849784869 14.100553721189501 7.7501075863838187 41.057663947343826 78.255476981401443 10.333651572465895 10.334616482257841 8.3472912907600385 17.727465748786926 14.164458930492403 12.098214596509935 138.26108127832413 8.5680414140224439 13.827709317207338 8.0914001464843732 11.145176470279692 61.123909473419189 10.0535332262516 252.08613702654839 37.067003965377808 196.27039074897766
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is_linear=0
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Tree=40
num_leaves=64
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split_feature=73 73 73 73 73 73 73 35 65 65 48 65 65 54 35 35 74 9 6 73 26 69 27 66 66 44 13 71 0 27 4 1 27 0 46 4 7 69 72 4 71 5 50 66 71 64 49 26 44 27 28 59 51 28 74 4 28 28 21 65 74 55 0
split_gain=494.325 266.797 371.941 228.699 137.893 55.5558 24.4994 9.18481 7.6834 7.30016 7.12435 5.85856 5.47771 5.65106 7.92226 5.86256 5.67886 5.6969 5.59878 5.37989 5.32014 5.88423 9.51509 9.03624 6.74375 6.37331 7.03365 6.73513 6.21584 6.13278 6.92111 8.40085 6.10753 7.24319 7.8514 8.88871 5.86752 6.10573 6.46237 7.04636 6.18489 5.99742 5.75366 5.72478 5.50993 7.84058 5.50983 5.27347 6.54507 6.39139 5.26612 9.22323 7.16337 5.26223 5.21072 5.16929 5.09357 6.01341 5.09329 6.41069 5.33017 6.47683 5.01416
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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is_linear=0
shrinkage=0.05


Tree=41
num_leaves=64
num_cat=0
split_feature=73 34 36 34 2 56 73 73 73 36 65 65 65 20 65 73 7 10 23 17 27 59 4 42 65 4 73 0 4 28 72 26 4 31 18 4 5 29 71 30 2 33 59 8 29 7 45 29 27 65 34 70 8 29 65 26 3 15 4 56 31 8 2
split_gain=148.061 149.515 62.7369 35.897 30.4129 27.2987 17.503 29.826 13.8595 11.2749 9.17965 9.07226 8.85476 9.02907 8.458 8.26116 7.84602 7.67886 7.43703 7.31517 7.71012 8.31856 7.60302 7.17079 6.80856 7.19609 6.64232 8.80243 7.17824 6.88857 7.21982 6.59934 6.8109 6.49763 6.42372 11.5452 6.39564 7.29759 6.30359 6.28006 6.20422 6.09286 6.04385 6.0378 6.99804 6.0373 5.8793 5.86236 5.83301 5.76903 5.74622 8.62208 5.71547 6.21 5.67629 5.63984 5.61646 5.41684 7.2229 8.10359 7.43754 7.0538 5.3854
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 3 9 23 6 54 7 8 38 -11 -12 -13 -14 17 -16 16 19 -19 55 20 -22 -23 -24 -25 25 41 27 -29 -30 -31 -32 36 -34 -35 35 -37 37 -39 40 50 42 -43 -44 46 52 -47 -48 -49 -50 -51 -52 -53 53 -55 -56 62 -58 58 59 61 -62 -63 -64
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internal_value=0.000352249 0.00235956 -0.00422446 0.0151602 -0.0009083 0.00857092 -0.00420942 -0.00679928 -0.00201214 -0.0203737 0.00516581 0.00431667 0.0151441 0.0161823 0.00960061 0.0216694 0.0292641 0.00682278 0.00935939 0.0216989 0.00973261 -0.00172117 0.035942 0.0258759 0.010269 0.00953473 0.0118552 0.00106185 0.0245829 -0.0061364 -0.0141458 0.00673834 0.0156847 0.00385476 0.0144428 0.0318123 0.00225694 -0.008605 -0.00757185 0.00762594 -0.00112308 0.0086676 -0.00767292 -0.0122335 -0.00626282 0.00964349 -0.0205424 0.0146689 0.0348225 -0.0145683 0.0229208 0.0318309 0.0115317 0.0218876 -0.00797249 -0.00281967 0.0111254 0.00203131 0.0115486 0.0183593 0.0319744 -0.00649196 -0.0103085
internal_weight=4660.06 4435.08 2928.7 1506.38 2429.76 627.599 1802.16 1412.08 984.722 498.937 390.081 460.509 449.142 439.529 991.809 277.086 156.206 162.443 300.311 107.301 58.311 41.7441 48.9897 514.573 971.452 942.453 120.88 65.4105 55.4697 56.6809 46.7997 411.51 137.338 151.174 211.876 42.5416 274.172 90.6928 524.213 183.479 219.947 906.735 136.753 304.265 177.043 83.194 127.223 22.6137 13.9015 312.504 49.1395 38.6448 42.1099 31.997 178.457 88.4348 31.9432 134.34 70.759 59.8755 38.6828 21.1928 65.4223
internal_count=15849 14673 10276 4397 8170 1944 6226 4994 3347 2106 1232 1464 1336 1298 2990 819 450 479 927 317 172 124 145 1407 2914 2830 369 212 157 185 154 1278 417 447 653 131 861 297 1883 564 778 2723 501 1105 635 277 470 68 42 1209 149 118 147 111 608 274 101 415 216 182 117 65 204
is_linear=0
shrinkage=0.05


Tree=42
num_leaves=64
num_cat=0
split_feature=73 36 39 65 36 2 65 65 2 65 65 73 73 73 65 64 42 2 73 73 73 26 70 37 37 6 65 73 10 7 8 8 29 34 64 65 38 28 65 36 64 29 29 37 12 6 71 27 28 5 44 29 59 39 8 69 4 19 3 3 31 73 73
split_gain=200.951 130.041 63.6664 38.1054 28.1511 24.9034 21.5634 21.1654 16.2445 14.6454 12.8409 12.55 41.8576 11.2275 10.6961 10.3189 8.95716 8.70437 8.64895 8.37036 13.3211 9.93732 7.37383 8.30778 7.15248 7.24935 7.12776 6.85727 6.68284 7.90343 6.66756 6.60585 6.54747 6.47425 6.40133 6.25206 6.13483 6.93826 6.07262 5.95892 5.94095 5.95691 5.89486 5.7985 5.72082 5.7059 5.46753 5.46086 5.43676 5.36647 5.2913 7.11015 5.3801 5.23828 5.22782 5.2125 5.17891 5.17407 6.55152 5.13179 8.28811 5.25157 5.83469
threshold=1.0000000180025095e-35 3.1150000000000007 0.38699790570434939 -0.18120857699805074 7.285000000000001 204.34904843199016 0.43087719298245614 -0.33042780748663098 -244.68578366181802 0.046629588431590603 0.52949494949494957 1.5000000000000002 2.5000000000000004 1.5000000000000002 -0.70461538461538453 0.023256302521008354 2.0750000000000006 133.37032169790021 2.5000000000000004 3.5000000000000004 4.5000000000000009 0.58267857142857149 0.21166666666666667 0.39451617479225265 0.50619471196844568 1519.3481356342272 0.0077003484320557012 3.5000000000000004 0.62142857142857155 30.593987513705205 3.2333333333333338 2.2583333333333337 6.2928571428571436 1.9350000000000003 0.022211538461538404 -0.84307692307692295 0.28018359784119024 3.9500000000000006 -0.051884057971014495 2.0850000000000004 0.011079545454545451 4.3166666666666673 4.4722222222222232 0.48182751796367845 0.55000000000000016 1474.6268971433149 -0.66291666666666649 0.41707142857142859 6.0500000000000007 1515.8317864499002 3.9500000000000006 3.2928571428571431 2.446557452170925 0.33738359517183053 1.861904761904762 0.27000000000000007 1450.9592245044212 3.5000000000000004 1546.4085081985565 1617.0340817203285 0.12637628554143981 2.5000000000000004 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 7 6 8 35 -5 24 13 -10 22 31 -2 -11 -15 -16 56 -14 21 53 26 42 25 28 40 34 36 33 46 44 -17 45 39 -3 -9 -38 -6 -20 -13 -42 49 -27 50 -30 -26 -22 54 55 -4 -52 -53 -21 -7 -24 -18 -54 -59 61 -61 62 -48
right_child=1 4 10 5 38 48 -8 9 11 15 -12 12 19 16 17 32 18 -19 27 20 47 -23 23 -25 30 43 -28 -29 29 -31 -32 -33 -34 -35 -36 -37 37 -39 -40 -41 41 -43 -44 -45 -46 -47 59 -49 -50 -51 51 52 57 -55 -56 -57 -58 58 -60 60 -62 -63 -64
leaf_value=-0.041354157817443865 -0.043727663240159427 -0.047343796225989367 -0.023791352167129368 -0.025448509828768062 0.016378080087240302 0.031057749102683135 0.031417155227310166 -0.010731473417412143 0.0098179897752894568 0.01571202233525101 0.031802276998934099 -0.022499350205782268 0.010611339488483676 -0.027061749400949027 -0.012912382271110074 0.038533943294451201 -0.0014025741441824929 0.01374942625219679 -0.0018617745005082673 -0.011165736271249787 0.035780280785840418 0.021218464464724092 0.034219117925966186 -0.027858119396687642 -0.020072136841525385 0.047271660316182171 -0.0031791338875474281 -0.016920730451370561 -0.041473976848284556 -0.043951188752042659 -0.027044933942783525 0.040156133485490929 0.0028801113973584182 0.029210921550037711 0.020759715270227078 -0.0077051907951760385 0.043723625079789663 -0.0027990876124791759 0.033362221029601895 -0.033209071854143783 0.0041768850969582357 -0.02004544507293517 -0.0064593135281833976 0.0014422136098857414 -0.039481625722388031 -0.0010124137260575845 0.020391290059195169 0.0078463024664840574 0.04576303781762002 0.065575606974263151 0.03941417041356815 0.026351280182683359 0.0012019358275371498 0.0077237122208686122 0.0024388938973291452 -0.018869852011112111 -0.029422972410586719 -0.035236041036546442 0.019729383419042547 0.024194015863753859 -0.0049708949496393654 0.021547315001894198 0.0033178143054888825
leaf_weight=275.7767308652401 26.152216836810112 11.513801842927931 26.806916505098343 54.756990790367126 71.857153862714767 42.21180659532547 61.709873050451279 13.745684236288069 421.225281894207 286.16105604171753 14.34570863842964 222.92569422721863 476.34813696146011 220.41550774872303 377.16447025537491 95.327198684215546 19.308246046304703 33.316591769456863 93.707779049873352 240.23601502180099 18.782816469669342 31.746974527835846 13.454940170049673 15.408033430576323 12.014315605163572 16.063031882047657 109.47886657714844 163.26330044865608 9.0826448500156385 10.88054910302162 10.432294547557829 7.9696097970008841 14.8875814974308 17.161162555217743 25.656674742698669 73.139201372861862 24.455965667963028 11.920582443475721 196.68503311276436 18.086343914270401 50.87535297870636 50.65390533208847 19.86501282453537 12.101612478494642 12.135932505130766 214.22760903835297 87.202204376459122 255.34727215766907 30.123742759227753 7.4300941526889792 10.836342781782148 13.552988469600676 61.09575155377388 43.320272922515869 25.655731111764908 7.0441990494728079 112.99208596348763 25.454899728298187 6.8883428871631613 35.965389758348465 75.490677684545517 235.2268902361393 117.41809737682343
leaf_count=1176 97 38 83 177 212 119 184 38 1135 801 39 663 1290 754 1110 276 61 91 264 665 52 86 38 44 33 44 309 494 25 30 29 23 42 47 72 208 67 33 607 51 144 147 57 33 36 588 242 694 87 20 30 37 174 120 72 20 362 74 20 100 209 653 323
internal_value=0.000222188 0.00246129 -0.00303985 0.000768068 0.0140022 0.00344748 0.00229814 0.0111283 0.00141682 0.0127061 -0.0150934 0.00215823 9.38269e-05 -0.0159156 -0.0127237 0.0207187 -0.0188566 -0.0107484 -0.01468 0.00568229 0.0016989 -0.0053098 -0.011887 0.00406905 0.00919045 0.00332092 -0.0142109 -0.00999289 0.00105457 -0.00226973 0.0125627 -0.00425056 0.0337179 -0.000383775 -0.00176404 -0.0130965 0.0177252 0.0284781 0.0288176 -0.00693322 -0.0179333 -0.00790786 0.0143618 0.0275799 -0.00650801 -0.0026581 0.0132962 0.00976028 0.0280855 0.0291711 -0.00374129 0.000820262 -0.0030886 -0.0082799 0.0202391 0.0159759 -0.0253336 -0.00735875 -0.0235297 0.0140234 0.00444023 0.0164517 0.0105939
internal_weight=5396.49 5120.71 3467.75 2635.23 1652.96 2198.6 2100.61 1384.42 2038.9 1299.76 832.516 1984.14 1562.92 818.171 436.633 396.376 653.43 410.481 433.014 1065.78 589.433 315.303 497.136 63.2023 903.389 329.639 433.934 300.714 301.474 251.352 573.75 164.741 110.215 240.471 137.451 84.653 50.1222 36.3765 268.542 111.794 324.455 101.529 47.7942 28.1646 156.771 223.31 563.318 274.13 97.9913 27.9292 144.635 117.828 106.992 283.556 67.8675 20.4991 132.3 93.439 32.3432 551.303 111.456 439.847 204.62
internal_count=15849 14673 9995 7421 4678 6123 5845 3859 5661 3613 2574 5484 4349 2535 1298 1119 2058 1201 1304 2907 1617 871 1442 179 2494 905 1263 881 828 690 1589 477 318 660 387 246 138 100 819 315 954 291 135 77 454 613 1560 746 278 78 418 335 305 785 191 58 423 268 94 1527 309 1218 565
is_linear=0
shrinkage=0.05


Tree=43
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 35 65 48 65 73 27 6 0 54 26 31 70 65 35 21 74 60 11 27 64 31 41 11 21 65 74 55 6 71 10 27 72 36 66 65 28 60 66 2 17 11 53 27 7 23 7 71 3 70 29 14 5 4 59 6 51
split_gain=451.051 256.178 341.908 222.549 129.792 54.7658 23.43 8.32164 6.77652 6.70945 5.94176 5.37445 5.30626 6.39084 6.227 5.04933 6.0469 9.78558 6.22373 5.65102 4.89111 7.50411 5.70736 5.50066 6.13746 5.49723 5.27796 5.15312 5.69506 4.8759 4.74312 5.82587 4.9204 5.76251 4.84466 4.66768 5.17684 7.38722 6.70787 4.63921 4.61691 5.15122 4.80228 4.78557 6.08056 5.01106 4.61436 4.59971 4.56728 5.25828 5.89713 5.22185 5.99755 4.98676 5.06285 4.64177 4.88759 4.53107 6.69356 5.95353 5.60069 5.48601 4.53537
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 5.1850000000000014 0.027222222222222103 2.8950000000000005 0.73151515151515167 7.5000000000000009 0.58683333333333343 1513.38254972139 1527.6777006221 1.5850000000000002 0.59050000000000014 0.20524267399267396 -0.11999999999999993 -0.52555555555555544 3.8350000000000004 0.73214285714285732 1.5000000000000002 0.068074314881466813 0.7238095238095239 0.56527777777777788 0.011458333333333301 0.17871660859465732 2.3250000000000006 1.2583333333333335 0.58571428571428574 -0.29651821862348177 1.5000000000000002 1.5850000000000002 1488.5830718326517 -0.35833333333333328 1.1833333333333336 0.51316666666666677 0.65625000000000011 2.8250000000000006 2.9148550724637685 0.17838709677419348 4.6833333333333345 0.068074314881466813 2.6950483091787443 -113.30160567422477 1.5000000000000002 1.1833333333333336 2.1950000000000007 0.43154761904761901 -1.5638444905644062 2.5857142857142867 -33.33057481533853 -0.27374999999999988 1499.9968048655444 0.27958333333333335 4.7888888888888896 0.63333333333333341 1516.4561402522158 1640.8713698562715 3.1663880910058251 1522.5805241285109 1.155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 -4 7 -6 30 8 -5 10 15 -8 13 -10 -15 16 19 18 -18 -3 22 23 35 24 -22 40 -27 -26 -29 -23 31 -7 33 -33 -32 36 37 -21 -38 -39 41 43 -42 44 -24 -45 -16 -13 55 50 -50 52 -51 54 -54 57 -57 58 59 61 -59 62 -37
right_child=1 2 3 4 5 6 11 -9 12 -11 -12 47 -14 14 46 -17 17 -19 -20 20 21 29 25 -25 27 26 -28 28 -30 -31 34 32 -34 -35 -36 48 38 39 -40 -41 42 -43 -44 45 -46 -47 -48 -49 49 51 -52 -53 53 -55 -56 56 -58 60 -60 -61 -62 -63 -64
leaf_value=0.050156868076417206 -0.038859481255637388 0.039812755456206959 -0.038925395373359144 0.014733557544753299 -0.038998996554048371 0.039588423700727869 -0.039344997669270937 -0.015593258647593498 -0.00015321175495206632 -0.028130942222320959 -0.026516123772992856 0.013636094882466943 -0.024366128397682554 0.046467722470696804 -0.013246490474410694 0.048716533518691235 -0.0027092790969996563 -0.023130446010254636 0.026521026960233854 0.0062485122168276994 0.050976557571259545 6.2699744998571057e-05 0.013056921907724834 -0.019618603477343302 -0.016355679761949796 0.019477844235448252 -0.031076795278599963 0.05773618456836014 -0.0079056650970413724 0.053801207798946316 -0.038257627216096074 0.011123223026579905 0.0010897888568259472 0.07191332179971606 0.0023240427390408677 0.017027033975623575 -0.015659006880928476 0.0605585555687757 0.036251510229993518 0.0099510573344520417 0.027382908095733932 -0.0050600965708242282 -0.014675185698347963 0.015359971969291751 0.055770281069322303 0.047489757022442236 0.037468001080539111 -0.030009562704981171 0.055118163542747393 -0.0080898516186368157 0.023778312548507295 0.030471556735947154 0.070061132571162588 0.017459087566137919 0.015530709770040625 -0.035052382943711172 0.017845506469201362 0.020130378902195292 -0.02660681012694955 0.048840411417509104 0.065588727622310258 -0.025672036835647189 -0.020273788656759446
leaf_weight=393.21702808141708 515.73709042370319 34.88383823633194 625.58266590535641 546.99260906875134 244.09091508388519 13.770491868257521 46.865028500556946 28.217300996184349 105.96041734516621 7.5715165734291068 7.107419326901435 10.958022743463518 15.946689337491987 16.799207866191864 12.510483413934709 14.449809879064558 29.51669730246067 21.065654411911964 47.542056903243065 46.056356489658356 7.6634084284305564 6.4271678924560574 34.937724620103836 23.848476514220238 18.013672649860386 20.787123531103138 6.8687415421009055 6.5758732855319959 6.64157734811306 12.297594353556631 11.713246360421183 13.411166012287142 105.21324713528156 5.4959814250469199 19.762530818581581 82.182461798191071 32.101618736982346 12.859330862760546 7.7197473645210257 6.9901151061058036 19.820933997631077 7.8387431800365439 10.321505099534987 14.199198544025419 10.941530168056486 83.49317991733551 6.9920530170202246 13.440800815820692 25.549926906824112 21.526762038469315 36.38719567656517 103.25406166911125 9.4167721569538134 222.97026425600052 7.767666667699813 9.1220135092735308 8.3767118453979474 166.38089340925217 11.656226336956022 10.610626906156538 7.0633452236652365 10.005941599607466 9.0462362468242628
leaf_count=1176 2829 94 3408 1696 1320 40 244 131 382 33 33 48 62 50 45 43 87 64 142 131 26 22 98 80 60 59 20 21 23 40 48 49 386 19 73 231 93 36 22 20 56 24 30 40 30 230 23 59 71 63 102 290 26 631 22 27 24 477 34 30 20 30 26
internal_value=-0.000729701 -0.00619779 -0.000839297 -0.0146849 -0.00223609 -0.022312 -0.00538503 0.0110322 0.0120976 0.0187994 0.0190744 -0.0294375 0.00298394 0.00604971 0.0241553 0.0193265 0.0189923 0.00706896 0.0153246 0.01999 0.0193822 0.00757775 0.0202927 -0.000712203 0.0108804 0.0276882 0.00692185 0.00104171 0.0247521 0.0353558 0.00473547 0.00873315 0.00530992 0.0287939 -0.0127778 0.0184661 0.00863788 0.017238 -0.00559566 0.0427368 0.0308515 0.0344091 0.0129812 0.0365641 0.0232434 0.0428198 0.00493568 -0.0104074 0.0198678 0.0232362 0.0367064 0.02095 0.017193 0.0194593 0.0454124 0.0152951 -0.00972995 0.0167698 0.00945042 0.0132082 0.0219816 0.00947353 0.0133283
internal_weight=4052.53 3659.32 3143.58 1843.72 1218.14 484.721 240.631 733.419 705.201 1299.86 1292.29 71.2639 158.209 142.262 36.3017 1285.18 1270.73 98.1244 77.0588 1172.6 1137.72 81.4678 1056.25 62.743 38.8945 209.209 27.6559 31.2311 13.2175 18.7248 169.367 137.891 124.12 18.9071 31.4758 847.044 105.727 65.9058 39.8214 19.8494 181.553 151.41 30.1424 143.572 45.8793 97.6924 19.5025 24.3988 741.317 426.873 61.9371 364.936 261.681 240.155 17.1844 314.444 17.4987 296.946 123.501 111.845 173.444 101.235 91.2287
internal_count=15849 14673 11844 8083 4675 2286 966 2389 2258 3761 3728 351 562 500 118 3695 3652 293 229 3359 3265 272 2993 210 130 587 79 104 44 62 615 494 454 68 121 2406 302 187 115 56 508 422 86 398 128 270 68 107 2104 1205 173 1032 742 679 48 899 51 848 351 317 497 287 257
is_linear=0
shrinkage=0.05


Tree=44
num_leaves=64
num_cat=0
split_feature=73 34 36 34 2 65 73 73 73 35 36 65 27 0 3 46 42 12 73 29 56 4 66 69 69 65 26 2 8 26 4 66 26 4 10 1 28 2 66 44 40 73 42 27 31 5 29 72 72 65 8 35 56 26 20 40 10 6 2 64 56 20 65
split_gain=138.113 133.675 57.8292 32.4354 27.2596 18.37 17.6811 28.0197 15.1924 13.4134 10.9386 7.7587 7.61283 9.01799 7.44054 8.05042 6.83817 6.70759 6.59217 7.17655 6.57323 6.26708 6.80461 6.42421 8.40007 8.7184 9.68771 7.51086 6.20511 7.98347 6.14337 6.13234 6.09603 7.99644 6.42991 6.54094 6.03611 6.02071 8.59967 5.84787 5.83534 8.2985 7.16569 6.02851 5.75925 5.71975 7.45465 6.16716 9.06248 5.93122 5.44032 5.41355 9.21038 5.4498 6.59944 6.54976 6.22544 5.92528 5.39764 6.39492 5.34239 5.28472 6.2922
threshold=1.0000000180025095e-35 2.1050000000000004 4.5250000000000012 3.1850000000000005 -87.609662584907241 0.16831168831168822 1.5000000000000002 2.5000000000000004 3.5000000000000004 2.5650000000000004 6.870000000000001 0.46795986622073577 0.5395000000000002 1329.5382625212212 1661.5193956903156 3.0150000000000001 1.635 0.55000000000000016 4.5000000000000009 4.7071428571428582 1.9850000000000001 1356.5056600664163 3.510869565217392 0.27000000000000007 0.41000000000000009 -0.054234234234234194 0.37828571428571428 -140.28002897435132 1.3785714285714288 0.50414285714285734 1579.1321349456739 3.327380952380953 0.47763888888888895 1387.959991246458 2.3095238095238098 1559.7649650957821 6.354166666666667 -44.14354859779052 3.6794871794871802 7.745000000000001 3.3650000000000007 5.5000000000000009 2.8950000000000005 0.61612500000000014 0.11480948161276026 1507.5452344426269 4.1833333333333345 0.079583333333333325 -0.45458333333333328 -0.065502645502645493 1.7238095238095241 2.6450000000000005 1.5350000000000004 0.53414285714285725 1.5000000000000002 2.7950000000000004 1.2583333333333335 1513.65131734752 -50.832444066438136 0.047500000000000007 2.1650000000000005 1.5000000000000002 0.12173913043478256
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 30 58 31 12 60 21 13 -2 -7 -16 -5 -15 -10 20 -20 -3 23 40 27 26 -26 39 -22 -30 -6 32 33 -9 35 50 -21 38 -24 -25 41 43 -42 45 -28 47 -47 48 -23 -49 -35 -27 -53 54 55 -54 -57 -55 59 -8 -4 62 -14
right_child=1 3 10 16 5 14 7 8 18 -11 -12 -13 61 17 15 -17 -18 -19 19 36 28 22 37 24 25 51 44 -29 29 -31 -32 -33 -34 34 -36 -37 -38 -39 -40 -41 42 -43 -44 -45 -46 46 -48 49 -50 -51 -52 52 53 57 -56 56 -58 -59 -60 -61 -62 -63 -64
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leaf_weight=214.2387560158968 29.434525668621063 36.023241996765137 299.24645289778709 93.618612974882126 322.82172077894211 170.14143304526806 48.969088852405548 13.837134674191473 254.40628261864185 101.04434475302696 180.35619048774242 20.06263267993927 86.604339838027954 150.72833503782749 5.1376035809516889 5.4799495339393616 430.55093663930893 9.6651576757431013 159.2506297826767 71.665129393339157 6.5248473733663586 24.113856047391891 7.1510903537273434 6.8495454192161542 7.5683700144290915 39.634727478027344 47.57133261859417 63.337683528661728 7.7755568325519588 8.3186017125844938 68.325439780950546 21.763745173811913 292.59122282266617 84.151490211486816 6.7225775420665732 6.9994373917579642 10.924412712454794 18.564380615949631 14.921372532844542 6.8175680041313171 79.711123794317245 10.632058173418043 14.467683851718901 14.912452042102812 169.57146412134171 13.665348589420317 42.950433164834976 11.195200234651564 107.55867928266525 51.943962901830673 22.651132971048355 9.6598583161830884 14.568096846342085 14.639230310916902 57.361334890127182 26.103215277194977 36.623574376106262 15.853068381547926 374.68718864023685 8.1498220264911634 8.7388666123151761 63.074760004878044 6.8048405796289435
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internal_value=0.000379766 0.00228215 -0.00398441 0.0143606 -0.000815593 -0.00334427 -0.00181069 -0.00443753 0.000288894 0.0103272 -0.0196789 0.00900908 0.0150038 0.00827305 -0.0185354 0.0220729 0.0244072 0.00360452 -0.00553747 -9.80501e-06 -0.00556029 0.00964958 0.00885525 0.00793897 0.0043313 0.00700228 0.0138844 -0.0109011 0.0196619 0.00298719 0.00758723 0.0070261 0.00570641 0.0145229 0.0186559 0.015849 0.0122129 0.0288625 0.0112124 0.0227151 0.0129561 0.016612 0.00220463 0.0183412 0.0119462 0.0201732 0.0341623 0.0161077 0.022268 0.00326061 0.0189177 -0.000209391 0.00357339 0.000797673 -0.00352453 0.00601099 0.0130253 0.0198848 -0.0150284 -0.000710747 -0.0139524 0.0231688 0.0307193
internal_weight=4629.43 4415.19 2906.99 1508.2 2418.65 1971.29 1790.54 1399.39 967.582 447.356 488.342 984.033 346.312 189.828 180.759 10.6176 524.17 160.393 518.865 264.459 181.87 963.97 927.947 887.31 516.159 439.154 224.711 77.0048 22.619 16.0942 391.147 448.717 426.953 134.362 120.525 113.802 82.5895 40.6368 22.0725 13.6671 371.151 276.972 94.1788 266.34 217.143 251.427 56.6158 194.812 131.673 63.1392 106.803 214.443 174.808 165.149 134.656 77.2949 62.7268 30.4923 431.806 57.1189 307.985 156.484 93.4092
internal_count=15849 14673 10276 4397 8170 6809 6091 4881 3223 1361 2106 2962 1015 567 718 41 1435 484 1836 903 632 2886 2779 2658 1553 1317 662 236 77 55 1210 1387 1323 406 363 343 271 121 66 40 1105 832 273 799 640 755 171 584 392 192 322 655 532 503 411 234 187 92 1658 206 1209 448 268
is_linear=0
shrinkage=0.05


Tree=45
num_leaves=64
num_cat=0
split_feature=73 34 35 65 65 2 36 42 28 65 65 65 65 73 73 10 72 65 66 28 10 73 38 52 71 26 55 66 24 29 26 71 8 38 29 17 65 8 72 65 52 29 3 34 56 71 72 2 30 65 36 6 71 30 26 11 31 70 70 65 64 9 1
split_gain=185.883 117.47 61.6844 40.7449 30.1666 23.2123 21.4203 17.2835 14.1983 13.9967 12.028 11.2608 10.919 8.36311 28.0643 8.483 7.90565 7.0105 6.94615 7.73763 6.79062 6.77458 7.02156 6.57209 6.98914 6.50646 6.39194 6.38635 6.20135 6.16348 6.08456 7.1988 7.08578 7.3706 6.45623 6.37476 5.84088 5.74797 5.60565 5.57668 5.57209 5.43946 6.65713 6.27342 5.57309 5.42978 6.3955 5.20916 5.14805 5.07363 5.03339 4.95502 5.91289 4.94823 4.93749 4.83278 7.7612 5.65817 6.31925 5.33563 4.80136 4.72681 4.83331
threshold=1.0000000180025095e-35 2.2950000000000004 3.8050000000000002 0.16831168831168822 -0.23811105345096004 -59.135084377735545 2.8050000000000002 2.0350000000000006 5.6125000000000007 -0.74307692307692297 -0.14902097902097897 -0.40272017837235224 0.61571428571428577 2.5000000000000004 1.5000000000000002 3.1380952380952385 0.84125000000000016 0.55727272727272736 3.2899159663865549 2.3166666666666669 2.6904761904761911 4.5000000000000009 0.2176658571568397 2.3250000000000006 1.0000000180025095e-35 0.52050000000000007 2.2650000000000001 3.3592375366568921 0.77500000000000013 4.8944444444444457 0.52527777777777784 0.16416666666666668 2.2583333333333337 0.25172286768669788 3.4722222222222228 2.5000000000000004 0.47565217391304343 0.51666666666666672 0.67291666666666672 0.046629588431590603 2.9650000000000003 3.1055555555555561 1466.4691319762903 1.6150000000000004 1.6150000000000004 0.19541666666666668 -0.48666666666666658 50.610878819597254 0.20060975609756099 -0.57833333333333325 2.4350000000000005 1477.2454383166144 -0.36291666666666661 0.15635629251700683 0.57133928571428594 1.6904761904761907 0.11915683704674526 0.27458333333333335 -0.12541666666666662 0.20132352941176468 0.06234375000000001 1.6904761904761907 1417.4500917422354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=262.93156099319458 30.027882993221283 237.57924400269985 8.854547321796419 159.14438918232918 458.53230160474777 360.76897546648979 136.21980398893356 14.021613627672194 112.00311782956123 23.061817109584808 439.06134620308876 200.40352249145508 51.782471865415573 29.439965128898621 20.582492083311081 10.147771418094633 9.8685127496719343 31.822091162204742 64.4148770570755 59.828342735767365 45.323439687490463 114.65034070611 65.412998795509338 67.488943666219711 48.882102370262146 91.754660725593567 8.6894298493862134 19.749893501400948 108.29668805003166 15.310244530439375 211.98646765947342 41.884301692247391 11.132732599973677 406.3162690103054 30.703353643417358 10.345565944910048 7.6268238723278037 7.7346480488777187 9.7911405265331251 205.46915635466576 15.366868019104002 292.68406426906586 7.7888676822185543 8.2232846617698652 7.5835342407226554 9.9369608163833636 14.915230631828306 11.490238755941389 27.5832339823246 193.05420066416264 11.753039658069609 243.81800988316536 23.060444444417953 45.961450219154358 7.4837394058704367 31.658726900815964 24.68101567029953 12.070911616086958 39.64806005358696 7.2574033141136161 11.776903122663496 8.5295182764530164 46.015872150659561
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internal_weight=5351.39 5088.46 3951.45 3407.51 3052.39 2671.53 640.076 1137 2031.46 380.86 891.799 543.943 355.117 1741.81 834.174 907.636 897.488 527.605 887.62 823.205 503.856 495.783 381.133 289.646 116.371 303.334 664.973 226.826 458.038 173.275 793.765 253.871 539.894 498.058 41.8361 438.23 245.206 349.741 427.884 656.284 376.136 350.832 58.1477 35.0859 15.8068 183.997 24.8522 19.2791 119.338 207.076 217.222 329.158 30.7951 61.2717 16.3383 315.72 115.316 83.6574 71.5865 46.9055 418.093 298.363 54.5454
internal_count=15849 14673 11201 9584 8572 7441 1822 3472 5619 1131 2623 1617 1012 4816 2331 2485 2457 1570 2430 2254 1448 1468 1114 803 322 847 1911 712 1307 481 2174 697 1477 1362 115 1195 849 994 1167 1887 1024 1019 166 99 45 511 69 54 336 644 612 933 88 169 47 914 333 240 205 134 1140 845 156
is_linear=0
shrinkage=0.05


Tree=46
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 65 28 35 48 65 9 64 73 65 8 12 16 5 30 1 71 71 71 6 8 3 4 24 34 18 70 54 26 31 70 65 5 11 65 35 71 9 6 66 40 45 25 70 12 52 11 4 27 64 42 69 24 66 10 15 29
split_gain=412.474 245.768 315.224 215.879 121.534 53.894 22.3918 7.54265 7.17657 6.44347 6.10934 5.57026 7.14741 6.02877 5.35466 5.34394 5.17389 4.95845 6.66304 7.11205 6.32324 6.31666 5.98479 5.44877 8.51153 5.3131 6.5903 6.55335 5.23986 5.11898 5.10931 5.23326 5.01174 4.77112 5.4575 9.11585 5.81896 5.37544 4.72913 4.64611 4.66309 4.5367 4.36081 4.31444 4.24205 6.28752 4.21436 5.85702 5.98847 4.93115 5.82332 5.63742 4.46165 4.26166 7.32622 6.21613 5.40801 5.20144 7.41028 6.95177 5.67368 6.66848 5.2433
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 0.55727272727272736 0.89444444444444449 6.4050000000000011 2.8950000000000005 -0.07959252971137519 0.59166666666666679 0.060192307692307656 7.5000000000000009 0.73151515151515167 1.9666666666666668 0.22500000000000003 1.0000000180025095e-35 1511.1556072898177 0.19823703013358188 1341.2125046137342 -0.11958333333333333 1.0000000180025095e-35 0.15874999999999997 1527.3876361961068 0.4555555555555556 1449.955981977658 1583.115959212095 0.64583333333333337 1.7150000000000001 4.5000000000000009 0.039583333333333255 1.5850000000000002 0.59050000000000014 0.20524267399267396 -0.11999999999999993 -0.13320346320346324 1494.0923509511963 2.378571428571429 -0.32824915824915823 3.1850000000000005 -0.063749999999999932 1.7928571428571431 1493.8540710557015 2.0222544750846638 2.3750000000000004 1.1050000000000002 0.43650793650793651 -1.0000000180025095e-35 0.22500000000000003 3.0550000000000002 1.4555555555555557 1489.3530786701251 0.45354166666666668 0.010192307692307601 2.7150000000000003 0.41000000000000009 0.88194444444444453 3.0759615384615393 1.9666666666666668 0.77500000000000013 4.3875000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 3 4 5 6 14 -9 9 -11 -12 13 46 43 41 -17 -18 18 22 -21 -22 25 29 24 -26 27 -28 28 42 -31 -32 -33 -34 -35 35 -37 -38 -39 -40 -41 -42 -43 -44 -45 45 -47 53 48 -50 50 -52 -53 -54 54 57 -57 -58 60 -60 -61 -62 62 -64
leaf_value=0.048702065578302818 -0.038603692903411257 0.024736031117749233 -0.038667781177034018 0.065781638905707887 -0.038744819974644101 0.03295784096167844 -0.039071676697930692 -0.034910141734976335 0.06910538116674865 -0.026751622287754587 -0.027443033876112813 0.055106228591776489 0.014493810435554999 -0.014293527503648686 0.01129227400709523 -0.025717102683866795 0.012715401109007355 -0.023342919368605056 0.032632030279703871 -0.026179483994704884 0.041784871052664464 0.017569947137203706 0.020228340605956217 0.044931667468153719 -0.019274279429817645 -0.0033834534661259779 0.0078528754950903164 0.015579435073593646 0.092198031089612581 -0.024758228074932293 0.040736281051034939 -0.033203331912121763 0.021426251965625618 0.046871038932343678 -0.036503298520459811 -0.02250478686066204 0.025491211441608139 0.017057524125580734 0.074466884916411333 -0.024288607895920362 0.0042647898449299799 -0.032101689742018991 0.039763820938918198 0.021938322884915148 0.038679732242912289 -0.014875535414338521 -0.032142139345580245 0.0075095085775635341 0.064624598976338626 0.028069892472222188 0.0045776794678516882 -0.0306152208310639 0.076951335755241226 -0.02331271125111067 0.075476808555268476 -0.04387324588317628 0.022937927954287101 -0.010312908627665717 -0.0055925790168828799 0.018071153338432813 -0.019714864266349247 0.010209146048378252 0.067304427300444683
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leaf_count=1176 2829 854 3408 18 1320 46 244 43 34 54 33 31 101 155 53 33 20 97 95 99 30 27 37 38 29 34 667 33 21 41 36 27 26 43 22 64 142 2505 20 49 520 54 31 34 27 38 20 20 41 33 38 29 24 33 36 26 44 31 23 26 38 22 27
internal_value=-0.000781256 -0.00599434 -0.000784323 -0.014266 -0.00207219 -0.0218068 -0.00503352 0.0106577 0.0112206 0.0107678 0.0179615 0.0113639 0.0179407 0.00837738 -0.0289414 0.0182194 0.0485491 0.0103312 0.00357721 -0.00500846 0.00373369 0.0145604 0.0151874 -0.00237654 0.0178922 0.013101 0.0101724 0.030708 0.0437896 0.0031143 0.0140504 -0.0018236 -0.0138484 0.0184538 0.0181285 0.00680529 0.0147216 0.0190731 0.0423329 0.004793 0.00715813 -0.00990274 0.0612803 -0.00744392 -0.00274546 0.00790548 0.015304 0.0229784 0.0462645 0.0163787 0.0314043 0.00532688 0.0486528 0.00856926 0.0146807 -0.00748774 0.00678188 0.0208108 0.0366423 0.0515744 0.00868076 0.0217098 0.0415194
internal_weight=3997.45 3616.46 3118.25 1813.8 1209.44 474.242 238.28 735.195 726.224 720.247 1304.45 708.983 221.409 487.574 69.4088 1297.08 17.5599 433.98 167.108 96.0672 67.9915 266.872 71.0409 58.5841 21.1738 257.6 220.864 36.7364 26.5489 41.9842 30.1533 18.9067 37.4103 1290.2 1275.6 98.2198 77.3331 1177.38 14.8578 168.871 156.17 24.1054 16.3881 53.5937 29.4953 22.4212 203.849 95.2781 21.0404 74.2378 31.4625 42.7753 19.1498 108.571 78.6397 29.9309 21.4993 67.7142 29.3752 21.7024 38.339 26.2804 16.2364
internal_count=15849 14673 11844 8083 4675 2286 966 2389 2346 2328 3761 2274 666 1608 351 3728 54 1419 555 319 220 864 236 190 67 833 714 119 85 141 100 64 123 3695 3652 293 229 3359 47 615 566 107 52 189 87 65 612 286 61 225 95 130 57 326 236 90 64 203 85 62 118 80 49
is_linear=0
shrinkage=0.05


Tree=47
num_leaves=64
num_cat=0
split_feature=73 36 34 36 7 34 65 2 73 73 73 73 73 65 34 3 73 0 2 65 71 60 29 11 27 5 28 26 66 65 39 5 59 65 65 12 24 29 6 31 30 71 13 29 18 30 65 70 30 3 28 31 38 21 15 59 66 69 66 9 55 29 9
split_gain=128.86 120.127 58.626 29.5173 26.1648 24.3489 21.1579 14.587 13.6416 21.9675 13.2194 18.4417 14.132 10.0327 8.90384 8.8981 8.60459 7.59254 7.41221 8.3559 7.41354 7.35071 6.87662 8.36034 6.7436 6.72904 12.1273 6.68579 6.67104 6.43505 6.35112 6.30579 6.28014 6.09246 5.98274 5.90823 7.64423 5.88832 6.74341 7.30547 6.45853 5.87095 5.84725 5.59948 5.79784 6.57744 5.5227 5.5204 6.8319 6.83057 5.42365 5.32127 5.27646 5.2385 6.03489 5.38934 6.29579 5.1788 7.75322 5.16649 5.10755 5.25059 5.08591
threshold=1.0000000180025095e-35 2.8250000000000006 2.8750000000000004 6.7750000000000012 14.239369247726019 1.9750000000000003 0.32038461538461543 -273.58719182112105 1.5000000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 3.5000000000000004 -0.11033927544565839 6.205000000000001 1563.5971403072338 3.5000000000000004 1638.6427861328148 1.2822488417534716 0.046629588431590603 -0.50291666666666657 0.056640564787125806 5.0500000000000007 1.0333333333333337 0.5926785714285715 1488.869742725471 3.8452380952380958 0.50211111111111129 3.2029411764705888 -0.14653958944281528 0.21428166629621589 1514.7425401523394 3.0173088295501076 0.36285714285714293 -0.29651821862348177 0.36666666666666675 0.64583333333333337 5.6833333333333345 1502.4464904732019 0.14551208285385497 0.16720430107526876 -0.19999999999999993 0.55000000000000016 3.9500000000000006 2.5000000000000004 0.21692430097749488 -0.35303571428571423 0.10041666666666667 0.25819892473118283 1491.5742650840466 4.3875000000000011 0.10394805194805197 0.26918803809052688 0.94444444444444453 0.36666666666666675 2.6364747387384928 2.145502645502646 0.37000000000000005 2.3722826086956528 1.5166666666666668 2.1450000000000005 3.4722222222222228 0.96666666666666667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 17 7 -2 29 22 34 -12 28 16 60 18 -11 43 19 20 -15 -7 -10 -24 57 62 47 -21 33 -9 46 -31 -17 -13 -3 36 -18 38 53 -40 -39 59 -20 -6 -45 51 -14 48 -27 -49 -44 -46 -38 54 -36 56 -55 58 -25 -16 61 -4 -22
right_child=1 3 14 -5 5 21 -8 8 9 13 11 12 30 15 41 32 35 -19 42 27 25 -23 23 24 -26 26 -28 -29 -30 31 -32 -33 -34 -35 37 -37 52 40 39 -41 -42 -43 50 44 45 -47 -48 49 -50 -51 -52 -53 -54 55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.038459576761905076 0.033995171043109437 0.026110794512348035 0.036131508134537818 -0.028449599463919895 -0.014894758895153258 0.044724069422141313 -0.021496175803115081 0.028269583593266302 -0.0088955702923666762 0.028239198070494284 -0.019815570692858997 0.0016786811043978753 0.020382153035259091 0.052695634839827393 -0.014963173658153804 -0.012280287144040272 -0.0087242443024381604 -0.024817801498408034 -0.0046409752172478008 -0.014345716523864148 -0.031013537785865443 0.0088527898257347772 -0.010016330652770272 0.0080931167804668674 0.048709678644607721 0.034537118114537593 0.0091552987121913242 0.014023350391125851 0.023839318147763688 0.0095993718896481318 -0.0058214329332494114 0.034445660732901881 0.016910267993804077 -0.03348810264470068 -0.033846569989029261 0.022399528486515344 0.060573467925952085 -0.0065938132198895064 0.0045557875830688002 -0.02715910425513824 0.051015887713901448 0.040888672475080469 0.056761660576680764 -0.008645564918067122 0.047097427334794384 0.063136416747186772 -0.021353404279121718 0.036863079816498133 0.081840233253418729 -0.018250892857721097 -0.0044073135764188592 -0.0047575952424435053 0.010418026786670099 -0.026145146217028032 0.010149161374610543 -0.04123308357756706 0.042452133078322858 -0.01018886848395692 0.066017059670762143 0.033249387974931106 -0.019750065859825722 0.017705916870164585 0.0073173406248223721
leaf_weight=203.77638716995716 51.278152227401733 24.703632086515427 41.704139977693558 180.71598228812218 133.50124989449978 17.973845273256302 64.228964760899544 77.977820992469788 301.28150257468224 106.42474639415741 305.32886309921741 277.97192716598511 8.357561916112898 12.634539902210234 9.9457024037838 95.980303317308426 59.591028273105621 101.65989452600479 132.71837639808655 49.243261620402336 9.364194989204405 69.521781146526337 50.284965068101883 24.70501883327961 13.385719180107115 54.122215390205383 124.64315256476402 35.915974169969559 33.009242102503777 257.39949327707291 196.00865949690342 28.348630011081696 22.803384959697723 12.886918902397154 8.2782402038574201 54.207502514123917 6.9939922392368343 8.4650033712387103 30.681206554174423 44.484537392854691 11.439466729760168 79.399637788534164 7.8997787535190565 57.139543235301971 6.3877810090780285 6.3782643675804129 153.66691781580448 12.71414974331856 8.8864175975322706 10.077886015176771 6.6950381696224213 21.93995675444603 20.95496329665184 7.4370891749858874 133.38693375885487 12.098850995302199 6.0788008570671082 21.174576431512833 7.5402710884809485 12.591671526432036 8.6098214089870435 530.36417946219444 114.08584585785866
leaf_count=1176 141 67 116 923 479 55 249 212 1047 291 1268 901 30 37 27 299 181 409 424 155 28 219 169 83 43 158 369 110 106 749 709 84 70 56 28 163 21 27 100 151 36 220 24 200 22 22 652 37 26 30 21 79 64 25 441 43 20 73 25 34 25 1466 334
internal_value=0.000410199 0.00221214 0.00802627 -0.00953873 0.00414467 -0.00720612 0.00669676 0.00771445 0.00693459 0.00464081 -0.00685684 -0.00960293 -0.0050301 0.00886017 0.0208665 0.00578932 0.0174945 -0.0134746 0.00834671 0.0116515 0.0151 0.0162217 -0.00489934 0.00538323 0.0169746 0.0136773 0.0191138 -0.00238104 0.00253803 0.0155385 -0.011876 0.0120643 -0.00667646 0.000120566 0.00258747 0.0094273 0.00139448 0.000372447 -0.00177387 -0.0142137 0.0265155 0.0344957 -0.00133759 -0.00835736 0.00114501 0.0172641 -0.0192006 0.0335807 0.0412085 0.0124935 0.0287018 0.00693549 0.022969 0.00381586 0.00757826 -0.0169925 0.00470663 0.00902253 0.0216381 0.0119733 0.0184739 0.0190492 0.00440979
internal_weight=4599.46 4395.68 2940.68 1455 2258.06 414.502 1843.56 1779.33 1728.05 1364.33 1274.28 987.23 681.901 945.957 682.615 697.785 248.172 327.007 579.001 431.688 346.528 87.4956 418.372 117.091 66.8056 333.894 210.444 85.1592 323.868 363.726 358.033 285.748 118.784 290.859 287.054 141.747 87.54 262.35 242.446 75.1657 19.9045 101.937 147.313 225.347 91.8455 34.706 162.024 85.8007 63.0086 22.792 14.5948 28.3277 27.949 167.28 141.665 25.6147 13.5159 53.4199 32.2453 22.5374 580.678 572.068 123.45
internal_count=15849 14673 9090 5583 7202 1485 5717 5468 5327 4282 4660 3722 2454 2842 1888 2122 720 1211 1753 1284 1019 274 1440 393 224 982 620 265 1063 1045 1391 833 369 957 938 429 266 871 808 251 63 281 469 802 323 123 682 251 184 67 45 101 85 557 469 88 45 181 108 61 1607 1582 362
is_linear=0
shrinkage=0.05


Tree=48
num_leaves=64
num_cat=0
split_feature=73 36 39 65 65 2 40 65 65 2 73 28 73 73 65 65 26 3 71 73 73 2 8 1 9 73 73 66 35 3 2 19 9 10 59 65 59 37 26 4 2 66 28 73 38 70 4 27 18 42 49 17 55 7 14 69 48 11 26 11 72 28 8
split_gain=172.088 106.562 52.1091 31.9045 23.7837 21.7052 20.4656 18.1945 14.1274 13.5553 11.5522 10.4416 11.4698 23.4531 9.95875 9.41612 8.5544 8.50204 9.32066 7.67309 12.5482 7.5881 7.21709 6.95339 6.92088 6.53013 10.2742 7.48527 7.41279 6.93712 6.39994 6.24871 6.248 6.1625 5.9659 5.92483 5.78759 5.65485 6.15333 6.01639 7.28908 5.8796 5.74723 5.6316 6.79258 6.50692 5.5831 5.99466 5.80173 5.50713 6.44716 6.11879 5.43546 5.33181 5.38118 5.25657 5.08971 5.08589 5.07532 6.04832 7.95582 5.04476 4.91115
threshold=1.0000000180025095e-35 3.1150000000000007 0.38699790570434939 -0.18120857699805074 -0.071923076923076937 204.34904843199016 1.6450000000000002 0.50016806722689089 -0.84307692307692295 -231.19227590763782 1.5000000000000002 4.9500000000000011 1.5000000000000002 2.5000000000000004 -0.70461538461538453 0.36285714285714293 0.5495000000000001 1626.3464568108695 0.3741666666666667 2.5000000000000004 3.5000000000000004 146.05114191596388 2.2583333333333337 1791.828466891028 0.30952380952380959 3.5000000000000004 4.5000000000000009 3.2667984189723325 2.8450000000000002 1481.1728284342782 -91.475150909544695 3.5000000000000004 2.3666666666666667 1.7928571428571431 2.4950960314385351 0.11851851851851845 3.0085938828972889 0.50619471196844568 0.41050000000000003 1485.2232765200945 122.5114507187151 2.9016129032258067 3.2678571428571432 2.5000000000000004 0.16476008854404914 1.0000000180025095e-35 1567.4188154065794 0.53866071428571438 3.5000000000000004 1.7550000000000001 2.1550000000000007 1.0000000180025095e-35 1.405 -9.5308883307854995 0.90000000000000013 0.19000000000000003 2.0350000000000006 1.861904761904762 0.50816666666666677 1.6904761904761907 0.022499999999999954 6.0500000000000007 1.861904761904762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 8 7 43 9 -3 16 22 12 46 24 -2 37 -5 18 25 -12 49 -16 31 32 -14 27 28 -15 -27 -30 -10 -4 33 52 -33 -22 -31 39 -39 40 41 -8 -40 44 45 -6 48 -48 53 -21 51 -51 -13 54 -11 -44 -35 -34 -26 -60 -61 62 -7
right_child=1 4 10 5 6 61 15 -9 30 11 19 23 13 17 21 -17 -18 -19 -20 20 35 -23 -24 -25 58 26 -28 -29 29 36 -32 34 57 56 -36 -37 -38 38 42 -41 -42 -43 55 -45 -46 -47 47 -49 -50 50 -52 -53 -54 -55 -56 -57 -58 -59 59 60 -62 -63 -64
leaf_value=-0.040221587703462576 -0.042652910372055708 -0.048643944225242333 0.0023383656798212382 -0.027262754494185151 0.022407836937691748 0.029385872529274045 0.0078038738756140494 0.031490106235273763 -0.023566428556345182 -0.0090680947981233249 -0.025561433604492208 0.019556831369486889 0.028150227763529569 0.0090717926892257324 -0.011707054659464118 0.032132010632045051 0.032432009037716626 0.022235813090970197 -0.039077889864417209 -0.026922202340059782 -0.024021933819071122 0.015767612448983542 0.041317928842055422 -0.028897280088123162 -0.017695156909840356 -0.015887159335857631 0.0065146933465574921 -0.026264101576580254 0.022813811846529537 0.0053744660653168705 0.0059892182776010742 0.025924574035799831 6.8094263126622884e-06 0.006240301703101807 -0.025152485265975577 -0.0026769575961401422 -0.037634363038437479 -0.014836278498248024 0.033548342354827884 0.012935425477403718 -0.029196714504380446 -0.024241274360180608 0.0087801515676121031 0.035099503637304012 0.030300806268869808 -0.025619237223750525 0.026627811332292212 -0.001821114002461769 -0.015044324710255883 -0.0030955501904412785 -0.0055212606681914337 0.042141354789012153 0.0033164435002447125 0.012845580324544274 0.032466480597704933 0.019206760824719074 -0.022723780180081879 -0.047463464821630538 -0.010162595469637057 0.061145795668715967 -0.0041691907981097976 0.043679360706895369 0.0014823883253037282
leaf_weight=250.36164462566376 24.591715261340141 12.72631326317787 106.8513431251049 58.380887314677238 14.555454373359682 41.527351498603821 107.52844539284706 51.254246175289154 19.110579401254654 62.57796984910965 181.17640721797943 206.92901426553726 10.210441142320631 305.03159776329994 378.84994876384735 61.812658697366714 6.6890933513641349 51.756022900342941 14.04390838742256 23.917576491832733 218.37057656049728 26.916382372379303 9.0478879213333112 12.080018788576124 248.80762249231339 147.89033687114716 178.44472253322601 15.761425733566282 28.546793192625046 20.849860787391663 440.62439912557602 6.534362018108367 19.888927131891254 140.09051930904388 45.700756072998047 38.197341293096542 12.51860263943672 16.746021091938019 42.64674773812294 170.60009068250656 19.707526057958603 16.51213812828064 224.04263469576836 160.25940099358559 45.924745678901672 13.681603252887724 65.991775721311569 25.739514470100403 33.802102416753769 14.74946838617325 155.30613005161285 15.156667232513426 68.601095199584961 142.27174171805382 8.9083926379680616 262.52243831753731 17.009028226137161 7.8770922124385825 104.14002579450607 7.3683987259864834 12.694844841957091 29.255449950695038 25.422865867614746
leaf_count=1176 97 43 309 192 43 119 297 160 53 169 617 571 29 827 1127 187 20 141 39 83 723 74 26 34 740 413 487 43 79 58 1242 18 55 387 138 116 35 47 121 470 55 46 629 523 139 40 178 70 91 45 454 45 189 384 24 743 47 22 304 21 36 87 72
internal_value=0.000242389 0.00224578 -0.00275795 0.00068522 0.0127746 0.0031388 0.0166361 0.00206799 0.00332211 0.00132691 -0.0137959 0.00206862 2.37469e-05 -0.00234493 -0.011757 0.0132825 -0.0211262 0.00265912 0.00125789 -0.0168308 -0.0134342 -0.00988453 -0.00211967 0.00854915 -0.0124627 0.00205681 -0.00230484 0.00733564 -0.00980607 0.00471917 0.00476063 -0.00459014 0.00953168 0.0110073 -0.018763 -0.0208441 -0.0107608 0.0119282 0.0150041 0.00658586 -0.000949799 0.00353806 0.0159484 0.0298276 0.0184354 -0.000862554 0.00810847 0.0186451 0.00420421 -0.0043434 -0.00142766 0.0198309 0.0155133 0.00724803 -0.00389219 0.0144057 0.00310439 -0.0134603 -0.0135744 -0.00531962 0.0198183 0.0263588 0.0187901
internal_weight=5307.09 5056.73 3427.73 2612.72 1629 2182.36 1156.54 2086.16 472.461 2034.9 815.009 1969.83 1497.36 1158.06 430.358 922.119 65.07 774.843 723.087 646.874 465.698 405.766 168.134 472.476 383.221 709.043 388.25 320.793 209.806 61.9153 459.735 159.086 460.396 432.63 52.2351 256.568 33.3685 860.306 545.958 314.348 143.748 124.041 529.212 234.421 74.1618 28.2371 339.291 91.7313 247.56 209.13 185.212 29.9061 275.53 213.758 71.4864 486.565 157.1 27.766 373.011 124.203 20.0632 96.2057 66.9502
internal_count=15849 14673 9995 7421 4678 6123 3340 5845 1338 5685 2574 5473 4168 3252 1298 2595 212 2122 1981 2083 1466 1201 491 1305 1130 1942 1072 870 585 172 1295 465 1271 1194 156 839 93 2408 1540 868 398 343 1493 745 222 83 916 248 668 627 544 90 760 577 193 1372 434 77 1101 361 57 278 191
is_linear=0
shrinkage=0.05


Tree=49
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 65 28 35 48 73 28 65 9 27 60 4 0 17 3 2 13 9 30 26 24 30 65 1 66 29 8 54 35 27 31 28 53 26 30 72 3 11 31 11 39 35 6 21 65 6 74 55 71 64 64 3 19 29 28 47 72
split_gain=377.626 236.185 290.557 210.242 114.545 53.0896 21.3853 6.93725 6.47968 5.89798 5.56102 5.33351 5.02972 4.98688 6.38664 5.73497 6.36661 7.86272 6.41089 8.91892 5.56904 7.75581 6.02835 5.38753 5.08718 6.38728 8.55684 5.4952 4.64663 4.86911 4.71266 8.75922 4.62293 4.61339 5.64455 4.4846 5.04075 4.45263 6.5086 6.45002 7.43986 6.77813 5.84184 6.34088 6.07142 4.43491 4.43006 9.33025 4.39408 4.38449 4.86072 4.61579 4.57586 5.16282 4.64236 4.54625 6.40638 5.3574 5.25538 4.35051 5.078 6.26835 4.31662
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 0.55727272727272736 0.89444444444444449 6.4050000000000011 2.8950000000000005 7.5000000000000009 8.1180555555555571 -0.07959252971137519 0.59166666666666679 0.60816666666666686 0.047649100125880306 1581.9679460608543 1562.8760795819903 3.5000000000000004 1518.9170255970241 85.29635024180449 0.63333333333333341 1.5773809523809526 0.10547710740265297 0.49527777777777787 0.77500000000000013 0.19744964262508116 -0.20801843317972349 1356.0546636321851 3.0801282051282057 3.8166666666666669 1.9666666666666668 1.5850000000000002 4.1050000000000013 0.34050000000000008 0.055867665418227151 4.0500000000000007 2.9150000000000005 0.50211111111111129 0.18770973154362416 0.10416666666666667 1481.1728284342782 0.79285714285714304 0.18908278357097258 1.1833333333333336 0.14833177243021581 3.9250000000000003 1513.65131734752 0.58571428571428574 -0.29651821862348177 1488.5830718326517 1.5000000000000002 1.5850000000000002 -0.52624999999999988 0.022211538461538404 0.0095897832817337016 1557.2909944620017 4.5000000000000009 5.2928571428571436 4.7888888888888896 1.425 0.65625000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 -6 49 8 -5 12 28 -8 13 14 32 16 17 -15 20 62 22 24 37 -17 -22 26 27 48 29 -3 46 -32 -10 34 35 -30 -37 39 42 40 -18 -42 43 -39 59 -13 -31 -48 -26 50 -7 -51 53 -52 -54 56 -56 -58 -57 60 61 -45 -20
right_child=1 2 3 4 5 6 11 -9 9 -11 -12 45 -14 15 -16 23 18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 33 30 31 -33 -34 -35 -36 36 -38 38 -40 -41 41 -43 -44 44 -46 -47 47 -49 -50 51 52 -53 54 -55 55 58 57 -59 -60 -61 -62 -63 -64
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leaf_weight=368.1429415345192 481.32786598801613 7.6220672726631156 584.3866822719574 6.0963053107261649 228.15549413859844 13.904333293437956 43.750678285956383 8.5902020484209043 11.373543307185175 10.902051642537115 7.1641398072242728 10.867300570011141 5.820698767900466 33.632373943924904 202.94630958139896 23.74274092912674 64.174453750252724 12.141253829002379 100.94818352162838 6.192538693547248 13.274885594844816 12.064506724476812 7.403518319129943 10.636529237031935 11.549248650670057 31.526487901806831 8.3618399500846845 6.5446269512176505 6.2325107157230368 12.707068979740141 7.4783229231834438 16.216053158044815 6.4142125546932212 12.14610482752323 59.409231081604958 17.246347963809967 953.01384979486465 8.9575907289981824 7.8613076210021964 26.154048785567284 12.079496383666994 6.7258516252040854 21.571480631828308 8.4741285145282799 10.096182018518446 12.940533235669134 203.21593272686005 6.532759726047515 6.7792727053165427 11.273477956652643 13.390633791685106 19.661572799086571 5.481215924024581 5.6321178525686255 57.703783512115479 18.001281261444095 9.2255264520645124 6.5990452319383612 7.5604707151651374 8.6392799615859968 9.6946516335010511 8.1303196847438794 6.1223989725112906
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internal_value=-0.000817205 -0.00578326 -0.000713222 -0.0138394 -0.00186052 -0.02131 -0.00468301 0.0104113 0.0109391 0.010505 0.0171778 -0.0284489 0.0110654 0.011448 0.0176751 0.008605 0.0101117 0.0277832 0.00810614 -0.0019818 0.0120453 0.0223663 0.00739471 -0.011077 0.0165983 0.0108184 0.026112 0.0408221 0.0174196 0.0234902 0.0247089 0.00351056 0.0464029 0.0159496 0.0155904 0.0165008 0.0167724 0.00569243 0.0143886 -0.000955175 -0.00777941 0.0198777 0.009884 0.0186715 0.0110295 -0.0094044 0.0269668 0.0252301 0.0267786 0.00484945 0.00867587 -0.012158 0.0055227 0.0280795 0.00141935 -0.00105839 0.00525626 0.0334391 -0.0192225 0.00116062 -0.00895184 0.00783619 -0.00535608
internal_weight=3942.61 3574.47 3093.14 1784.16 1199.77 464.147 235.992 735.623 727.032 720.936 1308.98 67.5585 710.034 704.213 220.734 483.479 449.1 45.7736 403.326 113.263 290.063 90.1009 199.962 34.3793 78.0364 64.7615 33.235 24.8731 1301.82 253.772 246.15 23.6944 17.7878 1048.05 1035.9 976.493 970.26 192.559 83.4249 109.134 82.9798 18.8053 75.5636 53.9922 45.0346 23.8078 222.456 209.749 18.3285 168.433 137.498 30.9351 123.594 19.0228 104.571 99.0901 73.5284 15.8246 25.5618 34.9384 26.2991 16.6044 107.071
internal_count=15849 14673 11844 8083 4675 2286 966 2389 2346 2328 3761 351 2274 2252 661 1591 1472 152 1320 396 924 285 639 119 246 205 104 77 3728 699 677 68 54 3029 2993 2780 2761 616 266 350 266 59 242 170 142 107 609 572 57 615 494 121 454 68 386 366 263 56 103 110 83 52 376
is_linear=0
shrinkage=0.05


Tree=50
num_leaves=64
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split_feature=73 36 34 65 36 2 73 73 73 73 73 3 73 34 65 73 73 5 4 40 37 30 66 34 2 2 38 25 28 64 18 7 29 29 65 29 74 20 18 70 26 38 65 28 11 51 1 11 48 71 28 23 64 65 31 47 21 30 19 46 36 8 0
split_gain=120.135 108.502 62.2515 19.3665 19.2541 17.8378 17.5935 34.3987 15.6713 10.9354 10.7349 10.0803 8.40177 8.38076 8.22452 7.69091 10.4193 7.5424 7.45283 7.10011 7.08583 6.92022 7.42238 6.84122 6.45813 7.15874 6.87833 6.98788 6.36986 6.15516 6.11794 6.62188 5.99321 5.92539 5.9229 6.34201 5.87373 5.84957 5.73682 7.08214 6.20859 5.73623 6.12354 6.82586 6.28718 5.66772 9.71365 5.59866 5.5977 5.59178 5.56815 5.54277 5.52579 5.49262 6.16217 5.44833 5.4123 11.2129 5.37179 8.90976 6.24103 5.95727 5.81017
threshold=1.0000000180025095e-35 3.4250000000000003 2.8750000000000004 0.50016806722689089 6.870000000000001 -220.35410892241143 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 2.5000000000000004 1570.1354929791553 3.5000000000000004 6.205000000000001 -0.34481203007518796 4.5000000000000009 5.5000000000000009 1517.119971512396 1563.933801333065 2.8750000000000004 0.35238013566927456 0.12795348837209303 2.9449275362318841 2.0250000000000004 9.696878756860885 -18.844194102479715 0.29477489029777343 0.22500000000000003 3.683333333333334 0.018639705882352902 1.0000000180025095e-35 -0.89978307193689477 3.4722222222222228 3.683333333333334 -0.27599078341013822 5.6833333333333345 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 -0.44874999999999993 0.4281666666666667 0.25399290705309441 0.038260869565217306 4.0500000000000007 0.79285714285714304 1.2650000000000003 1554.4621268002613 0.4555555555555556 1.175 -0.19999999999999993 3.9500000000000006 2.8660714285714293 0.062678571428571417 -0.23503759398496235 0.15857863751051302 1.6650000000000003 0.30785714285714288 0.16525332375134746 1.0000000180025095e-35 2.6450000000000005 3.6250000000000004 2.6214285714285719 1499.8991514917195
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=193.61601699888706 103.65880486369133 19.447802424430847 580.83770805597305 44.146187320351601 168.85245975852013 15.779485106468199 13.929141923785208 37.546552151441574 44.260150030255318 172.78660261631012 197.83269420266151 42.00125615298748 5.150417134165763 22.47255203127861 89.631758257746696 116.72556829452515 10.520338594913481 16.362708032131195 41.257766783237457 15.486671626567839 9.3296351432800275 210.49047391116619 33.67457015812397 8.2992544174194318 107.26114934682846 15.565963611006735 22.649759560823441 74.716093197464943 78.390879780054092 28.364300429821014 13.02296145260334 14.757936358451843 472.68188093602657 8.9698480069637316 105.64444169402122 11.495619505643843 43.602121353149414 11.908214062452315 13.457574695348738 10.274947792291639 70.193276792764664 26.46137347817421 112.18624424934387 198.73802015185356 166.49937471747398 14.301824003458025 7.6509024500846854 130.86141455173492 24.985371500253677 78.472469389438629 14.471905052661894 38.224809721112251 7.725589230656623 51.374786347150803 52.87684229016304 27.452167332172394 57.334804087877274 18.070459291338921 142.29525245726109 8.434061184525488 57.804107040166855 5.2413928657770148 9.0903426855802518
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is_linear=0
shrinkage=0.05


Tree=51
num_leaves=64
num_cat=0
split_feature=73 40 65 2 65 65 36 65 36 37 65 36 34 22 8 73 73 65 60 65 39 65 10 28 5 16 74 73 71 69 23 59 59 27 22 70 56 4 66 15 27 7 21 1 6 71 54 6 8 28 42 19 25 54 31 2 40 25 29 3 66 71 15
split_gain=159.488 95.7566 53.2531 30.1791 23.3647 18.4262 18.8939 18.3636 16.2502 15.971 12.8165 10.3881 8.64151 8.97358 7.791 7.41168 18.5517 7.20523 7.05146 9.39947 6.51861 6.35044 8.51807 8.58175 6.24978 6.23136 6.08124 5.81816 5.81096 5.7205 5.77531 8.48747 9.49554 5.64311 7.60712 5.50383 5.42637 5.41688 5.30327 5.96398 5.27517 5.08258 5.84258 5.06436 6.49514 5.89529 5.06029 5.05893 5.00717 5.73486 6.07742 8.41899 5.69307 5.45139 6.80682 5.28518 5.0089 4.93675 6.14162 5.52594 5.28431 4.92665 4.9179
threshold=1.0000000180025095e-35 2.7750000000000004 0.051050454921422607 -15.010132369325673 -0.57833333333333325 0.78329670329670331 1.5750000000000004 0.61571428571428577 6.0850000000000009 0.4160109969854488 -0.14902097902097897 4.3850000000000007 1.6650000000000003 0.15476190476190474 1.0333333333333337 2.5000000000000004 1.5000000000000002 -0.57833333333333325 0.066073294521570361 -0.14401433691756271 0.52659948544448099 -0.14401433691756271 2.5694444444444451 5.6125000000000007 1486.204389557993 2.5000000000000004 3.5000000000000004 1.5000000000000002 0.15874999999999997 0.79000000000000015 2.4642857142857149 2.8737319920451134 2.605624516636674 0.42414285714285721 0.33166666666666672 0.15541666666666662 1.6450000000000002 1416.1479912909426 3.1622807017543866 0.90000000000000013 0.60527777777777791 5.5333406015304272 0.73214285714285732 1556.3199652556234 1486.6041896485237 -0.45291666666666658 1.0650000000000002 1537.846720236287 1.4833333333333336 4.1180555555555562 3.5950000000000002 1.5000000000000002 0.73214285714285732 1.2750000000000001 0.17667066826730693 -83.836638751736345 2.4550000000000005 0.64583333333333337 2.6125000000000003 1337.5715042620425 2.4456264775413716 -0.45291666666666658 0.55000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 5 7 4 8 -7 10 -9 -10 28 14 24 13 40 20 18 25 27 33 26 -22 22 -24 -25 -26 -27 -28 47 -30 -31 -32 -33 -34 34 36 -37 -38 -39 39 -41 -42 42 -44 -45 45 -47 -48 -49 53 50 -52 -53 -54 55 -56 -57 -58 60 59 -61 -62 -63 -64
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internal_value=0.000261865 0.00215616 0.0063493 0.00301845 0.0066926 -0.00920304 -0.0097162 0.0172375 0.00743341 -0.00428673 -0.00680487 0.0150745 0.0056496 -0.000319148 -0.00366324 0.00790233 0.0035046 -0.0162197 0.0115144 0.00623435 -0.00813242 -0.00847159 -0.00601398 -0.0038973 0.0245604 -0.00468614 0.0101012 -0.0138015 0.0058559 0.0142691 0.0117901 -4.70821e-05 0.007589 0.0167276 0.0141681 0.00170236 0.0276384 0.0202817 -0.00891536 -0.0245984 -0.00540867 -0.0128649 -0.0215715 0.0116117 0.0142331 0.0179951 -0.00695819 -0.0179752 0.0015927 -0.00359182 -0.0142794 0.00874891 0.00584935 0.013401 -0.00428391 0.0257539 0.0119463 0.000183604 0.00366966 0.00555464 -0.0100016 -0.00576151 -0.0105185
internal_weight=5264.1 5025.99 3670.91 2810.99 1870.31 1355.08 1344.67 859.919 1838.01 940.676 1083.28 790.63 1606.71 440.247 812.247 1166.46 526.026 271.036 640.439 318.178 443.141 665.917 531.315 477.894 211.431 298.724 264.606 249.116 274.758 227.301 207.075 68.8051 57.8642 322.26 280.314 369.106 76.2865 58.4864 435.875 47.9717 291.877 53.5722 40.5973 579.198 440.671 318.383 277.15 191.871 204.472 142.088 66.6447 20.0368 75.4431 62.3846 25.6552 36.7294 63.0246 347.598 258.963 244.322 88.6347 443.557 32.1607
internal_count=15849 14673 10532 8028 5315 4141 4110 2504 5203 2713 3185 2271 4490 1230 2329 3260 1471 856 1789 889 1276 1942 1526 1365 649 844 740 773 771 627 571 189 159 900 781 1053 212 162 1254 140 816 149 113 1622 1233 889 775 610 573 398 186 56 212 175 72 103 176 992 737 695 255 1270 88
is_linear=0
shrinkage=0.05


Tree=52
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 65 28 35 73 48 15 2 5 26 26 44 28 13 26 37 34 6 2 36 3 28 52 38 36 31 66 22 42 31 5 10 11 19 35 44 65 1 7 66 9 64 7 40 0 29 28 8 9 0 10 66 4 55 23 72 56
split_gain=346.58 226.494 267.677 203.553 107.261 52.0304 20.4157 6.39319 5.86434 5.3729 5.3003 5.09927 4.77491 5.77446 5.76793 4.80691 4.50656 5.29765 4.39055 4.36652 6.82714 4.93949 11.3054 5.85914 11.7754 7.68663 6.01738 5.79022 5.55094 5.73122 8.02284 5.45678 4.56027 4.54687 4.43469 4.43031 6.16066 4.67685 4.32814 4.31355 4.30627 4.28608 4.21781 4.5157 4.5808 7.00216 4.80518 5.28852 4.62337 4.39263 4.35448 7.16121 6.09603 5.71006 5.28582 4.56677 4.48798 5.49456 4.6194 7.50982 8.62193 4.53246 7.18583
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 0.55727272727272736 0.89444444444444449 6.4050000000000011 7.5000000000000009 2.8950000000000005 0.45000000000000007 -82.165814253090943 1500.1691654087838 0.47316666666666674 0.50950000000000017 6.785000000000001 8.1180555555555571 0.36666666666666675 0.39050000000000007 0.39601233722143464 1.925 1515.7233462371707 -142.86563366349773 1.635 1605.4128260465227 4.4722222222222232 2.3250000000000006 0.19834715381612028 3.8450000000000002 0.16525332375134746 2.3827838827838832 0.43650793650793651 2.8650000000000007 0.12092343140730231 1491.097739472327 1.2583333333333335 2.577380952380953 3.5000000000000004 3.1850000000000005 9.4750000000000032 -0.20801843317972349 1356.0546636321851 4.97609433941932 2.8550420168067232 1.4555555555555557 0.014558823529411702 0.97131771967258385 2.9050000000000007 1490.4340379826369 4.3875000000000011 7.1055555555555561 0.25833333333333336 2.4226190476190479 1499.0663483138803 0.79285714285714304 2.4488944513975808 1463.3671860588436 1.7050000000000003 2.3095238095238098 -0.14583333333333323 1.7150000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 11 -4 7 -6 38 8 -5 12 -8 42 13 -10 -15 -16 -17 -18 19 -14 -21 23 28 31 25 -25 33 -24 -23 -30 39 34 -32 -26 35 -22 -37 -38 -7 -31 -12 -34 43 -3 45 48 47 -47 -45 -46 53 54 55 -44 56 -53 -52 58 59 60 -58 -59 -63
right_child=1 2 3 4 5 6 10 -9 9 -11 40 -13 18 14 15 16 17 -19 -20 20 21 22 27 24 26 -27 -28 -29 29 30 32 -33 41 -35 -36 36 37 -39 -40 -41 -42 -43 50 44 49 46 -48 -49 -50 -51 51 52 -54 -55 -56 -57 57 61 -60 -61 -62 62 -64
leaf_value=0.046231846537673905 -0.038134790471389915 -0.015567492563388578 -0.038197469046902965 0.058944835964507315 -0.038277402366831657 0.0066171555180142855 -0.038583020867790557 -0.033678931441759312 0.052631464848093494 -0.025269786221906433 0.011473195680557626 -0.026179084768230117 0.013208307692919139 0.0001052113828160874 -0.00094823528285298058 0.065148490646413162 0.0042706612283629018 0.055239528607585221 -0.034606436126460027 0.043094714490242408 -0.012419661615210742 -0.023329311004146432 0.020128593515515519 -0.025846618453549793 0.052255837443371228 0.021974537277493131 -0.0082254942453588355 0.071666752486461927 -0.021070180652003802 -0.018376048916058558 0.065697115004105341 -0.025998601819688966 0.046770608379956218 0.0055524394170677312 -0.02494277365554752 0.061673728001037167 0.037788478894306726 -0.015392200681121718 -0.031222807215289097 0.029931373488206976 -0.031311109509063392 -0.011397480586724049 -0.0076916169431492714 0.027521668924634105 0.027919623094194674 0.04206733970482842 -0.0210795829163434 -0.015314539621045987 -0.0030549040172119287 0.059529413416043397 0.01669431048172117 -0.0087530835771946671 0.054296671906514042 0.020044959102677468 0.048102643830294854 0.018540245531367638 0.042378077951978607 0.029726684999200326 -0.0083996783217129313 0.038399787775150483 -0.024215065970155158 -0.0086172213153689753 0.026758314273217444
leaf_weight=354.84015646576881 464.71356096863747 7.5967632532119742 564.00320890545845 6.2042912840843192 220.37717122584581 160.08740629255772 42.340985551476479 8.266345486044882 12.825088009238241 10.564656436443327 12.290730044245722 6.9957321733236304 350.59624068439007 31.51732625067234 10.470533937215803 10.373099312186243 12.586362779140474 8.5691198557615262 5.6861084103584281 11.123813435435293 16.438011631369591 15.987368226051329 11.944456547498705 26.666481196880341 20.36662989854813 12.269279211759565 8.3314855396747571 10.022684067487715 11.640953302383421 14.84375646710396 9.4965478181839007 35.399101048707962 6.8616197854280454 7.0034576654434195 14.112695559859274 6.7746954560279873 6.7983670532703426 10.549195677042006 7.931216523051261 6.7100801169872275 11.27795587480068 5.8812906593084335 19.371657609939575 102.72369429469109 84.246032759547234 9.2131305038929003 16.710161715745926 7.1172885596752158 14.054384678602217 12.639538556337355 78.467162787914276 16.35879173874855 11.323487132787703 440.47120389342308 7.7637361586093894 242.82314299046993 6.7041021585464504 27.260864019393921 107.56753803789616 15.742265582084654 17.675478890538216 36.851004868745804 23.515781342983246
leaf_count=1176 2829 22 3408 18 1320 583 244 43 38 54 53 33 1114 98 34 32 44 27 22 34 52 52 36 91 62 37 27 29 48 48 29 113 23 21 45 21 21 34 32 21 54 21 56 279 233 25 48 20 38 34 229 47 32 1244 22 703 19 82 316 44 52 115 68
internal_value=-0.000873883 -0.00560486 -0.00067813 -0.013452 -0.00173552 -0.020844 -0.00442044 0.0100453 0.0105414 0.0101257 -0.0280043 0.0163952 0.010651 0.0216731 0.0162724 0.0284046 0.0381526 0.0249158 0.00912954 0.00953077 0.00474167 0.00308868 0.0122748 -0.00211974 0.0082399 -0.0107774 0.02898 0.0436433 0.00262675 0.0101125 0.0184014 -0.0107042 0.0394698 0.0403054 -0.000801474 0.00759834 0.0212395 0.00544887 0.00483094 -0.00333712 -0.00899971 0.019924 0.0166232 0.0224018 0.023571 0.018092 -0.00222966 0.0170586 0.0238417 0.0320434 0.0152262 0.0123911 0.0183865 0.0188765 0.00734739 0.0168176 0.00633901 0.002886 -0.00299913 0.0114799 -0.00590272 0.0128049 0.00516326
internal_weight=3887.94 3533.1 3068.38 1755.19 1191.19 454.305 233.928 736.881 728.615 722.411 65.9097 1313.19 711.846 86.3415 73.5164 41.9991 31.5286 21.1555 625.504 619.818 269.222 258.098 93.3888 164.709 74.6373 38.9358 35.7016 21.9671 71.4216 55.4342 43.7933 90.0721 22.2395 27.3701 54.673 40.5603 24.1223 17.3476 168.019 21.5538 23.5687 12.7429 1306.2 254.301 246.704 149.819 33.0406 16.3304 116.778 96.8856 1051.9 592.053 270.505 459.843 321.548 259.182 313.784 235.317 147.689 40.1218 24.3796 87.6277 60.3668
internal_count=15849 14673 11844 8083 4675 2286 966 2389 2346 2328 351 3761 2274 273 235 137 103 71 2001 1979 865 831 307 524 238 128 110 65 242 190 142 286 73 83 173 128 76 55 615 69 107 44 3728 699 677 410 93 45 317 267 3029 1729 782 1300 947 750 925 696 431 115 71 265 183
is_linear=0
shrinkage=0.05


Tree=53
num_leaves=64
num_cat=0
split_feature=73 36 34 36 7 34 65 2 73 73 73 65 66 26 0 27 73 65 66 66 60 70 31 39 60 66 60 5 30 6 28 65 41 10 56 26 0 0 47 29 46 29 18 30 30 0 6 65 71 65 69 24 10 64 11 13 5 36 31 31 0 0 5
split_gain=112.057 98.3279 47.6241 26.3168 22.8194 23.138 14.8916 13.5549 10.994 16.1539 11.8115 10.3415 7.83552 10.389 6.95433 6.41394 6.15747 6.04329 6.11936 5.96813 5.67381 5.75713 5.66436 5.64136 5.48991 8.17322 6.62944 7.60347 5.80214 6.13662 5.68425 5.42637 5.33743 5.29512 6.86294 6.52932 5.58016 5.43858 7.76505 5.26352 5.19964 5.17566 5.41862 5.89318 5.16745 5.15022 7.69419 5.03731 5.22838 5.03331 5.01779 5.05541 4.98681 8.43961 5.54859 4.91184 4.85037 5.05783 4.81264 4.73379 4.66941 4.66569 4.7568
threshold=1.0000000180025095e-35 2.8250000000000006 3.1850000000000005 6.7750000000000012 14.239369247726019 1.9750000000000003 0.21809523809523798 -220.35410892241143 1.5000000000000002 2.5000000000000004 3.5000000000000004 -0.14401433691756271 2.9016129032258067 0.56211111111111123 1638.6427861328148 0.5395000000000002 1.5000000000000002 0.52949494949494957 2.886038961038961 3.2029411764705888 0.056640564787125806 0.12291666666666666 0.24778483494079823 0.21428166629621589 0.069435023138726806 1.8651515151515154 0.056211301563708453 1526.9015643980899 0.11466871584699452 1509.0623268088177 3.683333333333334 0.36285714285714293 1.7050000000000003 3.0690476190476201 1.8250000000000004 0.52414285714285735 1539.8500846367554 1467.6298491695591 1.5150000000000003 5.5857142857142863 3.8350000000000004 3.9500000000000006 2.5000000000000004 0.21692430097749488 0.36914203316510458 1571.7896521864193 1491.742824130393 0.04424010217113656 -0.32874999999999993 -0.35303571428571423 0.090000000000000011 0.88194444444444453 1.591666666666667 0.031150568181818102 2.1222222222222227 0.55000000000000016 1518.4304916333019 3.0350000000000006 0.10394805194805197 0.14590936739659369 1428.5245491131525 1449.2282728276666 1497.5415832925196
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 14 7 22 47 -10 19 12 16 55 41 44 39 18 33 31 21 -7 -2 49 26 -26 28 -28 -17 -30 32 -11 -27 34 -4 36 37 38 40 -9 -36 -6 -43 58 -13 -25 -47 52 -49 -12 -8 -52 53 -3 -54 -14 -48 -58 -44 -20 -42 -61 -63
right_child=1 3 17 -5 5 20 50 11 9 10 23 15 13 -15 -16 24 -18 -19 59 -21 -22 -23 -24 45 25 30 27 -29 29 -31 -32 -33 -34 -35 35 -37 -38 -39 -40 -41 60 42 43 -45 -46 46 56 48 -50 -51 51 -53 54 -55 -56 -57 57 -59 -60 61 -62 62 -64
leaf_value=-0.037799019434419309 0.026748118481982355 0.007509819081855721 0.021331642605678078 -0.027209793325085215 -0.014180698684041246 0.058137273161960393 -0.03151952962985196 0.026623100903080812 -0.018535497314113174 0.0015313088933723146 0.01976612395970366 0.0014847853110216008 0.035552542592730142 -0.011074455478221027 -0.023788788580307089 0.032606793557688467 0.0051272864064733472 -0.021573942069939466 0.045523090871961394 0.022460288401752283 0.0091648998642994191 0.00082796610249369221 -0.016269714092656113 -0.0097643795712978303 0.012098988861546776 -0.015100204488299379 0.02566579380902255 -0.010319011208322366 -0.02317286501225433 0.007841567607641051 -0.02096235231031093 -0.032485819845766262 0.03011795647661121 0.038827469947662188 0.042397360838207693 0.029364231594434544 -0.030784053736803964 0.025920169952913047 -0.044354892437469512 -0.013805204767132205 0.0094450869000871039 -0.0082264002235167208 0.044705311460095459 0.059662478501125861 0.026185635495887441 0.058789162974501166 0.033361954199460225 -0.034718035017222725 -0.0020574357950582816 -0.020071580036058956 0.0012358166558000775 -0.024271310697535711 -0.010941530162480831 0.048608697099872332 0.037990907298445509 0.0062498887050468181 0.023417075714971463 -0.021174064956918062 -0.0043397463312489616 0.037643981530725859 -0.031831883159681162 -0.0034693107113753677 0.025272265278982044
leaf_weight=183.77662724256516 112.92527985572815 135.50845801830292 224.16626343131065 169.55620965361595 131.3308442234993 13.326815694570543 22.744720801711082 65.290860712528229 294.49778534471989 277.69315858185291 8.3783337473869306 901.55154952406883 82.996128723025322 17.671947181224823 98.329902544617653 14.892110049724577 233.5792106539011 8.2011933922767621 37.438326120376587 33.249671414494514 73.383095309138298 6.5292407721281043 8.2085839807987195 146.67376509308815 98.847372561693192 12.567928522825243 124.41325801610947 16.643332615494728 22.864449590444565 52.735188156366348 44.775257334113121 12.240148827433584 13.574823915958403 28.460568219423294 7.7303998172283164 23.316593557596207 12.909372508525847 21.546245068311691 9.6744371950626356 9.183299392461775 22.231258451938629 56.587323203682899 6.4981072992086437 6.5299528092145911 21.682732626795769 6.7224316447973242 8.973226457834242 15.324855521321295 61.139468237757683 147.76258578896523 73.563260793685913 26.395759880542755 54.144079566001892 13.759504675865172 6.4874931871891013 17.278365254402161 8.9205552190542239 22.148347556591034 21.72300411760807 44.931056380271912 9.9037836194038373 20.197080105543137 50.118098199367523
leaf_count=1176 313 432 617 923 479 40 100 177 1268 901 30 2817 244 53 409 43 725 23 103 106 230 20 23 537 301 39 373 53 72 156 138 56 40 79 21 64 36 59 27 25 61 200 22 22 65 24 33 56 214 652 255 92 173 43 20 50 29 86 79 124 27 56 138
internal_value=0.000445092 0.00205983 0.00729788 -0.00872207 0.00433338 -0.00634529 0.00655136 0.0076576 -0.00622155 -0.00876928 -0.00449417 0.0065383 0.0133148 0.0242738 -0.0127141 0.00435885 0.00911886 0.0210076 0.0216889 0.00239617 0.0155808 0.0392923 0.023833 -0.0108642 0.00963616 0.00280638 0.0146436 0.0214199 0.00408077 -0.00153848 -0.0101459 9.52037e-05 0.00837967 0.0181309 0.0163539 0.00595565 -0.000542416 0.00494952 -0.00417118 0.0216379 0.00558049 -0.0078235 0.0013172 0.0168576 0.0020649 -0.00515764 0.00929108 0.00238397 -0.00860322 -0.0179339 -0.0103228 -0.00549974 0.00638649 0.0112983 -0.00570583 0.0305034 0.000981145 -0.00837098 0.00695322 0.0300765 -0.00327617 0.0250586 0.0170166
internal_weight=4536.41 4352.63 2929.45 1423.18 2408.62 414.238 1994.39 1871.68 1253.62 967.26 672.762 1750.55 426 117.946 320.999 1324.55 308.053 520.825 512.623 323.183 93.2392 19.8561 121.134 349.579 401.314 169.765 231.548 141.057 90.4917 75.5996 70.918 289.933 26.1428 359.939 331.478 107.312 83.9955 71.0861 49.5399 74.4742 39.8654 222.669 91.3384 34.7511 923.234 193.438 46.7646 286.364 76.4643 156.141 122.704 99.959 209.9 149.268 60.6316 100.274 40.0421 31.0689 28.2211 152.685 32.135 115.246 70.3152
internal_count=15849 14673 9090 5583 7655 1501 6154 5707 4660 3722 2454 5371 1274 347 1211 4097 927 1435 1412 1063 290 60 336 1391 1215 518 697 426 271 228 217 957 79 991 912 295 231 195 136 202 109 802 323 123 2882 709 172 938 270 682 447 347 668 475 193 294 148 115 101 421 88 318 194
is_linear=0
shrinkage=0.05


Tree=54
num_leaves=64
num_cat=0
split_feature=73 36 39 65 65 40 2 2 65 65 2 65 73 26 65 29 38 69 28 1 73 73 66 31 8 69 10 10 4 27 26 24 4 2 73 19 7 7 42 59 73 38 70 0 7 65 59 42 44 15 3 27 46 26 23 71 28 24 26 6 14 40 2
split_gain=147.769 86.6323 43.0445 26.7963 20.4649 17.8366 15.8463 15.6737 14.9757 12.7643 11.4929 10.3737 10.3427 8.62602 8.41197 8.1692 8.70415 8.11596 9.19485 7.18952 7.11981 11.5916 6.96749 7.04847 6.69912 6.28885 6.15391 6.05029 6.04845 6.037 5.93648 5.9358 5.93279 5.87746 5.74521 5.7342 5.72632 10.63 5.64186 5.5678 5.42095 6.46818 6.17454 5.21414 5.05834 5.03954 5.95291 4.96596 6.08122 8.83238 6.53419 5.30394 5.83567 7.79252 5.80718 5.35075 5.14135 5.06668 4.92082 4.90212 4.86051 7.10315 5.87834
threshold=1.0000000180025095e-35 3.1150000000000007 0.38699790570434939 -0.018387096774193545 -0.071923076923076937 1.6450000000000002 140.85083716970294 204.34904843199016 0.75948717948717959 -0.84307692307692295 -231.19227590763782 -0.35303571428571423 1.5000000000000002 0.60527777777777791 0.36285714285714293 6.5277777777777786 0.26253399252613974 0.13000000000000003 5.2928571428571436 1523.4927603570666 2.5000000000000004 3.5000000000000004 2.7841614906832302 0.11915683704674526 2.2583333333333337 0.45000000000000007 2.6547619047619051 0.34523809523809529 1618.6877049780794 0.47950000000000004 0.53845238095238102 0.22500000000000003 1518.6796446146611 -91.475150909544695 1.5000000000000002 3.5000000000000004 -0.89978307193689477 11.941907860021617 2.0750000000000006 2.4950960314385351 2.5000000000000004 0.16476008854404914 1.0000000180025095e-35 1355.6304315944024 -15.485121387032335 -1.0000000180025095e-35 3.0085938828972889 1.7550000000000001 6.3850000000000007 0.90000000000000013 1450.9644778357194 0.52133928571428589 4.0750000000000011 0.52683333333333338 3.6125000000000003 0.24124999999999999 4.5857142857142863 0.43650793650793651 0.55950000000000011 1513.38254972139 0.70833333333333337 2.9750000000000005 -190.72328074735432
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 40 11 8 10 -3 30 -2 24 15 -7 16 25 18 19 28 -14 47 23 27 35 -13 -20 -18 -12 32 -5 -8 -21 -11 -34 -4 -30 -38 -23 -37 41 42 58 -25 -29 -40 -47 -22 49 50 -49 55 53 54 57 -50 -51 -53 -6 -31 62 -62 -19
right_child=1 4 12 7 5 14 31 -9 -10 33 17 13 20 -15 -16 -17 22 60 26 29 21 38 -24 43 -26 -27 -28 44 36 59 -32 -33 34 -35 -36 39 37 -39 45 -41 -42 -43 -44 -45 -46 46 -48 48 51 56 -52 52 -54 -55 -56 -57 -58 -59 -60 -61 61 -63 -64
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leaf_weight=226.2005078792572 106.94647821784019 12.205445513129233 106.27852594852448 48.184549272060394 7.0930879712104815 852.85349854826927 11.148393630981444 80.957965284585953 23.667807638645172 19.016079932451248 513.75434455275536 19.662752211093903 175.33086091279984 25.233580946922302 59.839293718338013 24.039507374167442 8.8909887969493848 8.1156389713287336 186.85820323228836 27.568657636642456 23.001649051904678 90.559588059782982 170.0117269307375 10.813211917877195 9.0481427907943708 20.579331666231155 22.248282313346863 18.297991871833801 14.066384017467501 111.3066500723362 7.6473281681537619 49.340369492769241 11.525656193494795 437.27981755137444 37.274719446897507 6.5410264432430258 8.5016452372074145 7.6578922569751731 69.302375167608261 44.882027596235275 152.71119180321693 44.473690807819366 13.53613170981407 230.0911055803299 77.639003187417984 65.655909448862076 24.54512944817543 7.1794926524162319 48.056254476308823 16.519631206989292 19.281769245862961 13.886421233415602 7.8751193284988394 18.401874005794525 7.1008657217025748 8.2218838334083539 7.3953156173229209 29.809384822845459 7.1138209402561188 151.37723088264465 279.26020434498787 33.800808697938919 244.60012263059616
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internal_weight=5222.26 4996.06 3389.94 2591.07 1606.12 1137.62 772.694 1818.37 1737.42 468.501 1713.75 712.206 798.873 605.259 912.693 580.026 555.986 1657.92 1092.14 883.033 632.124 456.793 515.744 345.732 166.75 40.2421 209.106 104.828 543.98 339.053 55.8319 60.4888 76.369 456.296 48.8004 157.702 30.2259 16.1595 250.063 51.4231 224.928 72.2167 27.743 240.904 95.937 159.503 90.201 206.73 183.728 50.3762 26.4613 133.352 77.0737 69.1985 50.7967 56.2781 23.9149 43.6958 14.2069 262.684 565.777 313.061 252.716
internal_count=15849 14673 9995 7421 4678 3340 2287 5134 4895 1338 4810 2117 2574 1755 2595 1684 1611 4625 3054 2474 2083 1466 1497 1001 491 114 580 302 1518 956 185 170 214 1295 137 465 84 45 839 156 745 222 83 699 277 499 264 627 544 150 79 394 229 205 150 165 71 130 43 742 1571 869 702
is_linear=0
shrinkage=0.05


Tree=55
num_leaves=64
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split_feature=73 73 73 73 73 73 73 65 28 73 35 48 15 30 28 7 30 74 55 69 11 11 9 21 1 72 41 30 8 28 54 26 31 31 27 69 65 72 64 16 9 59 54 52 41 31 60 26 24 72 22 72 27 36 2 10 56 59 3 10 2 66 65
split_gain=317.993 218.277 248.274 198.394 101.213 51.2768 19.4974 5.90629 5.38426 5.28579 4.96404 4.68212 4.43341 5.43584 6.28229 7.47907 5.05337 4.92952 4.65684 6.08714 4.274 4.14805 4.78746 4.34118 6.70315 8.71985 7.26737 5.20973 5.41776 4.12964 4.1075 4.5981 8.26566 5.46586 7.19559 5.19081 4.4558 4.16632 4.08617 4.44158 5.20322 4.66073 4.42265 4.52411 5.9247 6.31287 5.92956 4.48989 4.95751 8.55487 7.43403 6.66584 6.77486 7.99436 5.85744 4.95517 5.02324 6.37916 6.34735 5.18157 5.10746 4.7818 4.71362
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 3 4 5 6 9 -9 10 20 -12 -13 29 -15 15 17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 -32 32 -34 -35 35 -37 38 -39 39 41 -42 -43 -44 -45 45 46 -48 61 49 62 -52 -53 -54 -55 -56 -57 59 -59 -60 -61 -62 -63 -64
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leaf_weight=341.24314931035042 449.22000654786825 30.999049186706543 545.58421145379543 6.2851655483245841 213.20210645347834 16.527122288942341 40.925068639218807 7.924566224217414 24.485769629478458 10.79482837021351 10.271782949566839 6.818241909146308 620.51892954111099 7.0933863222599021 12.624669700860975 13.368761807680135 7.266467183828353 6.0681217759847632 8.8611805438995344 6.9837222695350638 12.484718576073645 33.698752164840698 22.441551610827446 14.422284841537477 23.840215414762497 27.037674754858017 6.7398652732372275 8.6186864972114545 14.464379027485846 5.5555674433708182 15.121391385793684 6.2907554358243933 20.811320185661316 12.121984019875525 9.8049853146076185 6.6518389582633963 18.91634684801102 43.318841844797134 7.2760514616966239 6.9630067944526699 226.70074751973152 11.271544635295866 10.157997250556944 12.34440043568611 15.277290403842924 14.43859699368477 8.1999263763427717 10.615101248025896 95.928982436656952 53.309792906045914 34.992173910140991 38.727504432201385 12.299261391162871 8.6863759160041791 11.960241109132765 416.25745603442192 19.150654137134552 16.166873052716255 49.923277199268341 32.148614525794983 9.6796267926692945 12.984716176986693 9.7689369022846204
leaf_count=1176 2829 84 3408 18 1320 57 244 43 76 48 54 33 1979 23 37 42 22 20 29 24 59 130 81 48 87 101 28 32 51 22 44 19 64 35 29 20 52 127 21 20 676 34 32 37 49 44 26 30 262 147 96 106 35 24 35 1164 53 46 138 88 27 36 28
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internal_weight=3834.64 3493.39 3044.17 1728.09 1182.51 445.197 231.995 737.308 729.384 64.2046 723.098 1316.08 712.827 86.7521 79.6587 47.9065 31.7522 35.2818 29.2137 20.3525 23.2795 167.791 56.1403 111.65 72.04 48.1998 21.1622 39.6102 30.9915 626.074 1309.27 1294.14 98.9997 78.1884 66.0664 59.7757 1195.14 53.1238 1164.15 252.211 233.977 18.2346 911.934 901.776 889.432 37.9158 22.6385 851.516 827.916 218.721 609.195 155.642 116.915 104.615 574.203 562.243 145.985 94.6861 78.5193 51.2993 28.596 23.5998 63.0787
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is_linear=0
shrinkage=0.05


Tree=56
num_leaves=64
num_cat=0
split_feature=73 36 34 36 65 73 73 73 3 73 73 2 42 73 73 73 1 65 2 46 13 48 2 0 30 1 1 8 72 40 12 28 72 12 26 20 31 19 39 0 23 26 4 27 11 2 34 31 9 6 49 72 6 30 31 29 11 64 65 2 38 66 65
split_gain=104.454 89.1842 50.3011 17.5365 16.6336 14.6739 30.9102 14.4901 10.1539 9.54167 9.76414 9.42842 7.67259 7.13614 7.12133 9.09209 6.82681 6.63368 6.63233 6.64406 9.59788 6.69811 7.28919 6.47478 6.82511 6.70019 6.37454 6.12294 8.75896 6.42912 6.88586 5.94456 5.94256 6.81164 5.72938 6.72634 5.99035 5.68143 5.49735 6.85725 5.47826 5.45653 5.44249 5.42413 7.8235 5.44006 6.77178 5.41364 5.33991 5.67352 7.30581 6.72755 6.6849 5.70165 5.29704 5.29607 6.10649 5.30119 5.261 5.2495 6.7163 6.43969 6.25788
threshold=1.0000000180025095e-35 3.4250000000000003 2.8750000000000004 6.870000000000001 0.50016806722689089 1.5000000000000002 2.5000000000000004 3.5000000000000004 1570.1354929791553 1.5000000000000002 2.5000000000000004 -244.68578366181802 1.635 3.5000000000000004 4.5000000000000009 5.5000000000000009 1758.8486853392994 -0.065502645502645493 9.696878756860885 2.7150000000000003 0.22500000000000003 1.6250000000000002 -18.844194102479715 1598.049148280614 0.11915683704674526 1493.8788035152381 1533.9807021925533 1.2071428571428573 -0.43958333333333327 2.4350000000000005 0.36666666666666675 5.0500000000000007 0.34041666666666676 0.22500000000000003 0.47950000000000004 1.5000000000000002 0.16141439205955332 3.5000000000000004 0.36182224990209982 1511.3860332773113 1.8660714285714286 0.5631666666666667 1447.5334216329113 0.49050000000000005 0.40833333333333338 -40.167147128723961 1.885 0.09466571834992886 0.93095238095238109 1490.9349484810002 3.5450000000000004 -0.23749999999999991 1484.8467996569102 0.1625508130081301 0.15635629251700683 3.4722222222222228 0.4555555555555556 0.062678571428571417 -0.38060606060606061 -80.433175147704546 0.25439933143058507 2.9199857752489335 0.027222222222222103
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 3 12 -5 -6 6 7 8 43 10 13 17 -14 -15 15 27 41 23 -20 21 31 22 -24 -25 37 26 -28 -29 29 -31 -32 -33 42 -35 -36 -37 -38 40 39 -41 -42 -43 -44 44 45 46 -48 59 49 -51 -52 52 53 -55 -56 -57 57 -59 -60 60 62 -63 -64
leaf_value=-0.037501725568574167 0.020990453734285014 0.039958651044096384 0.031447196461211691 -0.027001740278679378 -0.028689777733635465 0.014142363306352313 0.044634438298673106 0.048322022593587949 -0.023621989678988223 -0.022048672141459995 -0.00077974258625702691 0.01769300945209212 0.01579275779798479 -0.01386970394768698 0.0022857450601830405 -0.034586465608267475 0.045047050840287664 -0.013962935120186313 -0.011910046533602579 -0.030497738242334285 0.028811916885085106 -0.0076339600938795955 0.033594692039541095 -0.008030814433054102 -0.0062200475600346578 0.028717660287958188 -0.0038225233223668207 -0.013574432846335619 0.053427766980146868 -0.0049029453475685847 0.0014566715507912499 -0.008857223558436168 0.03308764179786635 0.033742323711662581 -0.019380888573905308 -0.018524799510277284 -0.0050882855209542621 0.063630402112636361 0.013245753465639774 0.04612259522413234 0.020539534344975602 -0.014421119158086452 -0.015072197411690217 0.049557512029268697 -0.024235862764376268 -0.01025588489295632 0.024080556499115266 0.011262330496492784 -0.018975938178961645 0.0072409270455429733 0.071482306264323739 0.012035640609648452 0.08365277703639068 0.025299766238115508 0.024917500341621861 -0.0061922044683629437 -0.022644388905065038 0.019990245286013706 -0.00040065275749556165 0.040060812296985764 0.0051767447605500939 0.049235226236788943 -0.012368202151938281
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leaf_count=1176 210 23 256 897 198 50 55 41 205 768 684 510 1632 960 178 29 32 169 385 76 192 175 43 223 132 76 101 197 53 57 33 41 24 162 103 41 27 25 154 60 132 20 78 20 104 173 68 267 29 377 22 86 23 27 131 1728 495 28 572 32 740 36 208
internal_value=0.000451923 0.00197861 0.00569272 -0.0118774 0.00267113 0.0031555 0.00122185 0.00520954 0.000659842 -0.00871229 -0.0117755 0.0106129 0.0178738 -0.00770334 0.0034612 0.0089876 -0.00794135 0.00958434 -0.00156176 0.00320718 0.0100189 -0.0073952 0.000661621 0.00645618 0.00882441 -0.00135733 0.00999297 -0.00234918 0.00982679 0.0190042 0.0341044 0.0223837 0.0155533 0.0195149 -0.00383957 0.0101192 0.0269967 0.012957 0.0101928 0.0225104 0.0274453 0.0235851 -0.00383946 -0.0106676 -0.004068 -0.007539 0.000714369 0.00827268 0.00955821 0.0131797 0.0257487 0.0191988 0.0274594 0.0521715 0.012061 -0.00878555 -0.0169602 -0.0202235 0.0015704 0.00615586 0.00298204 0.01575 0.00158378
internal_weight=4506.72 4332.44 3416.62 915.825 2737.55 2695.91 2114.82 1473.55 799.968 757.333 583.508 673.583 679.067 417.871 641.356 305.374 641.268 653.816 335.982 229.992 140.028 89.964 66.7022 471.804 405.513 117.073 61.6038 111.995 53.7227 44.5227 27.2874 74.002 193.379 160.576 66.0257 34.7838 21.8874 288.44 581.095 78.3655 54.8078 16.7237 32.8025 158.612 105.079 98.6911 66.0447 502.73 233.633 190.019 60.9729 53.3344 43.8465 16.8497 105.371 624.544 150.414 136.131 173.825 430.993 323.858 107.135 312.089
internal_count=15849 14673 10769 3904 8881 8683 6976 4623 2636 3007 2412 1987 1888 1644 2066 942 2353 1932 1124 739 445 294 218 1422 1199 346 177 369 172 143 86 233 573 471 212 109 68 853 1707 214 157 52 102 570 365 345 241 1493 696 564 187 165 136 50 309 2301 573 523 595 1283 980 303 948
is_linear=0
shrinkage=0.05


Tree=57
num_leaves=64
num_cat=0
split_feature=73 40 65 65 36 65 65 36 2 37 65 65 5 73 73 29 26 70 29 65 56 8 73 29 28 39 1 28 9 28 51 49 4 73 10 71 65 26 31 27 66 41 4 16 28 38 29 18 26 73 66 65 59 64 8 22 31 28 10 40 30 18 7
split_gain=137.116 77.97 45.1539 24.5978 24.8959 16.947 16.4263 16.3489 16.3088 12.27 11.5835 10.1253 9.60447 8.84826 16.5538 7.01331 6.90886 7.43317 6.99985 6.53806 6.40996 5.98756 5.8312 7.84903 6.04767 5.60171 5.31426 5.28407 5.51965 5.2811 5.54518 6.85541 6.25149 5.13566 6.86434 7.05408 6.00598 5.94196 5.52924 5.12256 5.7226 5.38884 4.96805 6.7566 6.71577 6.37463 5.24625 5.47521 5.42741 4.94177 5.84585 5.49689 7.1586 5.3116 5.36297 4.85011 7.43451 5.65636 6.19736 6.13601 4.8074 4.74039 4.64144
threshold=1.0000000180025095e-35 2.7750000000000004 0.051050454921422607 -0.84307692307692295 5.245000000000001 0.61571428571428577 0.78329670329670331 1.5750000000000004 -15.010132369325673 0.4160109969854488 -0.49777777777777776 -0.22217391304347822 1505.1917560094087 1.5000000000000002 2.5000000000000004 3.1055555555555561 0.45211111111111119 0.24166666666666667 3.4142857142857146 0.30064777327935227 1.7550000000000001 1.7928571428571431 2.5000000000000004 4.4722222222222232 4.5857142857142863 0.15441562904111047 1749.1501907578984 3.1547619047619051 1.6214285714285717 2.354166666666667 1.3050000000000004 2.3850000000000002 1515.6240544093009 4.5000000000000009 3.1380952380952385 -0.45291666666666658 -0.14401433691756271 0.44050000000000006 0.11846978557504871 0.49472222222222223 3.1702898550724643 2.0750000000000006 1422.3481761783621 1.5000000000000002 5.2928571428571436 0.21193756558651192 4.8819444444444455 1.0000000180025095e-35 0.51105555555555571 3.5000000000000004 3.4226190476190479 0.046629588431590603 3.0085938828972889 0.022211538461538404 1.0972222222222225 0.33166666666666672 0.12970031099802093 3.5857142857142867 1.5166666666666668 3.4350000000000005 0.18727517985611511 4.5000000000000009 11.352126861466788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 12 7 -3 9 26 -9 15 19 55 -15 20 17 39 -18 61 -10 -11 23 -14 -25 -6 27 28 -5 -20 31 42 -32 34 35 -29 -37 -35 -39 40 41 60 43 -31 -44 -46 47 62 -48 50 53 -51 -53 54 -16 -12 -57 58 -58 -59 -13 -4 -47
right_child=1 6 5 4 25 -7 -8 10 11 21 13 16 22 14 49 -17 18 -19 29 -21 -22 -23 -24 24 -26 -27 -28 33 -30 30 32 -33 -34 37 -36 36 -38 38 -40 -41 -42 -43 44 -45 45 46 48 -49 -50 51 -52 52 -54 -55 -56 56 57 59 -60 -61 -62 -63 -64
leaf_value=-0.038841016946309696 -0.043896782630643325 -0.020285982751574914 0.0037307038960123218 -0.0066208319620873106 0.012832543879391638 0.040319916255356643 0.055259705755207167 -0.036322173782582332 0.021693856142967819 0.0014676350276477145 -0.0012589502659793501 0.0022326978071627438 0.021160303759091382 -0.018329927548066543 0.0087214745172454877 -0.0092950774754050024 0.014535346754968082 -0.028500949692033001 -0.027418740124597375 0.023304312921193206 -0.026958172346434411 0.020257428952662526 0.024100252236386191 0.020740442498021906 -0.010955459438632983 0.029118213107443548 -0.024923069700227951 -0.030938632180688392 -0.027403287056324166 0.027109842032583605 0.0073238627732653584 -0.0035457990570176845 0.034980736101730359 -0.027883124648632875 -0.04456596602077683 -0.016333345687451952 -0.0001689986304894565 -0.02026504507549752 0.020683159739344505 0.013576770643000816 -0.042233658806678072 0.038686196912329641 0.00025007788964419986 -0.0094020818962616756 -0.022073854879676495 0.033149377071250173 -0.020508272564874266 0.030734967563009696 0.012923870207716879 -0.011700200196818732 -0.034405116327273937 0.011021134052103913 -0.028967003521223625 0.022662904074016329 -0.0072440757651494317 -0.0095059038879298993 0.032592217763665658 0.023154037213353504 -0.025925195484741287 0.07330270156206653 -0.021173200693405572 0.031347907318557057 -0.016561893778711638
leaf_weight=214.6667855232954 28.037228837609291 252.58019812405109 297.66195818781853 77.229261338710785 260.35878992080688 65.484264031052589 10.070156574249266 30.886943370103836 36.642357885837555 205.43252804875374 184.93893828988075 80.397494524717331 96.351577162742615 255.2206789702177 107.26818451285362 186.70819455385208 293.06384032964706 23.458644390106201 12.009751945734022 59.066700011491776 8.3044095337390882 53.423934787511826 241.66320934891701 22.052387982606888 47.391350835561752 66.234524935483932 41.113267943263054 24.553160771727562 54.49180580675602 59.769807696342468 53.266213148832321 191.40345218777657 33.14721405506134 9.7181497216224653 11.264958292245863 71.084795936942101 299.93691353499889 9.8004326522350294 51.908516049385071 58.777307868003845 9.206537187099455 7.862583875656127 250.41708043217659 16.079300105571747 11.985790878534315 7.3084298670291927 15.512836456298826 67.740422487258911 55.827674716711044 204.4842998534441 10.448459237813948 63.468315541744232 13.588064968585966 32.320911198854446 103.20617544651031 21.795974224805832 9.4220087528228778 17.495341897010807 8.704622954130171 9.3646298944950086 30.170865446329117 16.393721908330917 13.133553028106688
leaf_count=1176 112 925 840 225 789 233 31 116 104 577 512 225 276 830 298 541 824 66 33 173 24 150 740 62 134 214 134 72 163 168 148 536 92 28 36 218 859 27 143 164 26 22 697 45 34 20 43 192 156 621 30 177 40 89 288 60 26 48 24 26 84 46 37
internal_value=0.000283284 0.0019738 0.0057713 0.00269985 0.00317341 0.0158881 -0.00835805 -0.00884148 0.00143286 -0.00386268 -0.00614651 0.0045985 0.0138385 -0.00525181 -0.00785297 -0.00502655 0.00632622 -0.00197524 0.00793843 0.00804269 0.0127049 0.00534556 0.0191459 0.0119244 -0.000890184 0.0161353 -0.00752357 -0.00635085 -0.0152183 0.00548374 0.00599322 0.00449617 0.0179327 -0.00390862 -0.00607958 -0.00498359 -0.00326596 0.00845692 0.0141799 0.00136278 -0.00426178 -0.00130994 0.00758846 0.0193697 0.00547056 0.0130929 0.0157352 0.0238909 0.00565412 -0.00285295 0.0022149 -0.00741143 0.00396966 0.0037908 0.000892761 0.00291169 0.0144613 0.0260734 0.00449146 0.0406382 -0.00415409 0.00517232 0.00121091
internal_weight=5182.78 4968.11 3632.85 2786.78 2758.74 846.065 1335.26 1325.19 2432.15 909.958 1072.61 1522.19 780.581 1041.73 790.005 231.655 1290.54 209.873 1080.67 373.122 44.9468 258.856 407.459 165.795 69.4437 326.593 651.101 609.988 131.721 787.602 775.592 689.178 86.4134 478.267 406.84 395.575 371.022 71.4271 61.7089 186.415 127.637 118.431 497.775 75.8491 421.926 171.509 159.523 88.1824 71.3405 534.784 253.244 281.541 77.0564 242.795 210.474 251.722 66.7826 44.9866 18.1266 26.86 110.568 314.056 20.442
internal_count=15849 14673 10532 8028 7916 2504 4141 4110 6913 2632 3185 4281 2271 3069 2373 669 3612 587 3025 1059 128 727 1212 472 196 1003 1905 1771 388 2201 2168 1928 240 1383 1185 1149 1077 198 170 521 357 331 1392 213 1179 482 448 249 199 1543 705 838 217 675 586 696 184 124 50 74 309 886 57
is_linear=0
shrinkage=0.05


Tree=58
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 65 73 28 35 48 65 31 4 70 10 9 60 20 30 27 17 37 22 70 12 0 7 8 70 19 35 6 66 11 50 26 31 27 31 27 1 65 4 11 66 4 72 71 21 10 35 29 21 12 9 4 5 0 0 27 72
split_gain=292.412 209.924 230.001 192.407 95.2866 50.197 18.5842 5.44977 5.24258 4.97828 4.53234 4.309 4.16912 5.85005 5.61273 6.30257 5.12486 7.11196 7.05684 8.59658 5.24253 5.08097 6.82528 5.22576 5.35148 5.07702 5.08625 4.41566 4.54951 4.39396 4.3539 4.17633 4.07878 4.05078 4.02126 3.96923 3.82502 4.34805 8.15931 5.0876 6.74655 4.86899 5.21655 4.03367 3.82156 6.61275 5.27284 7.8079 6.18321 6.50674 5.83344 5.11715 5.08294 5.35234 5.23253 4.96951 5.08043 4.78057 8.68283 7.28812 6.67608 5.745 5.38029
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 0.55727272727272736 7.5000000000000009 0.89444444444444449 6.4050000000000011 2.8950000000000005 -0.35303571428571423 0.14334637964774946 1499.9899188406716 -0.083749999999999936 2.183333333333334 2.077380952380953 0.047649100125880306 1.5000000000000002 0.15961916681566243 0.58816666666666684 3.5000000000000004 0.42919347878943215 0.43650793650793651 -0.24416666666666662 1.0000000180025095e-35 1469.458674103058 3.7977482069727562 1.4555555555555557 -0.066249999999999934 2.5000000000000004 3.1850000000000005 1552.0371356947578 2.7795138888888893 2.378571428571429 1.6650000000000003 0.59050000000000014 0.20524267399267396 0.4141428571428572 0.18586907193101884 0.57950000000000002 1456.5353210406586 -0.54373737373737363 1457.0867969157143 1.7928571428571431 2.5345238095238098 1368.0486526137154 0.015833333333333251 -0.19999999999999993 0.33166666666666672 1.8452380952380951 3.8350000000000004 5.0500000000000007 0.73214285714285732 0.55000000000000016 1.2583333333333335 1517.5317000310977 1488.4586148241629 1451.3456643514467 1322.9308112400765 0.36950000000000005 0.19583333333333339
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 11 -4 7 -6 35 9 -8 -5 12 36 13 31 -15 -16 18 21 19 25 -21 22 23 24 27 -14 -27 -18 30 -19 -29 -11 34 -20 -10 -7 37 43 39 -39 41 42 -41 -3 45 46 48 50 -45 -50 -48 -47 57 54 -54 56 -51 58 -46 -60 -59 -61 -63
right_child=1 2 3 4 5 6 8 -9 32 10 -12 -13 16 14 15 -17 17 29 33 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31 -32 -33 -34 -35 -36 -37 -38 38 -40 40 -42 -43 -44 44 52 51 47 -49 49 55 -52 -53 53 -55 -56 -57 -58 60 59 61 -62 62 -64
leaf_value=0.044228040343098241 -0.037723923074621392 0.033790440722551517 -0.037785883023567675 0.054036639903798513 -0.037868791084653963 0.0069308398696425579 -0.038154665128606408 -0.032562071823252436 -0.01293059221982297 0.060740496496043364 -0.023919110974061832 -0.024984223313512129 -0.017947766185766354 -0.022699823731041825 -0.0016121802011671293 0.046862865743188487 -0.027832334871185062 0.0048046655181377407 0.0082608863773849916 0.024686795942674939 0.073137297056013628 -0.025908664008253215 0.041953042031240978 -0.031633874194342042 0.046740712767682463 0.056684754028635813 0.0090648449474746932 0.051982971627426294 -0.027967830414042751 0.060011837597551104 -0.0021148266603130054 0.013821477329044322 -0.030563213279434061 0.042544170512403057 0.045028859166153533 -0.022801297433071403 0.047317196461797044 0.049944245564648541 -0.022590556107636467 -0.0164093077600511 0.043190949389917827 -0.034822599450546818 0.017721934996132491 0.010165125219170993 0.026005215997695244 0.012412294242335843 -0.020442555951989131 0.043850928692379866 0.012264887855575259 0.071554433543716933 0.033598165175467147 -0.027847058598055113 -0.022821476058536908 0.016749804916177443 0.022235400563657047 0.013080052641496072 0.025936469680857319 -0.028466645154136758 -0.027748865293084832 -0.03816538194731231 0.018715047774005934 0.014139141189957363 -0.0030386307898236809
leaf_weight=327.48815974593163 433.99541360884905 30.875263243913651 526.88793759793043 6.3515016138553611 206.11538488417864 155.51435878872871 39.63116954267025 7.6124116182327262 7.082528159022333 13.435208886861803 9.9601095020771009 6.6575096398591986 10.12750920653343 9.2583616524934751 13.507120192050934 13.315620064735413 12.435536444187163 7.5750137716531736 488.40859343111515 10.125892966985704 12.445309042930601 24.863255336880684 8.682787820696829 14.363338753581045 6.0796893537044516 8.0976184755563754 18.233853697776794 7.313061773777001 5.7286479771137229 6.8755247890949249 7.5684642195701688 7.3306409418582907 10.814141973853109 8.7708863615989667 5.1823951303958893 12.098469719290732 9.2874511182308179 8.1215291321277601 21.000075653195381 16.29167252779007 11.546801552176474 8.0130872130393964 35.783953502774239 84.539723753929138 66.953329414129257 73.434753239154816 9.5442965328693408 60.576581358909607 26.940890192985535 17.470977082848552 10.473635047674177 8.843361169099806 27.921105265617371 27.736408293247223 8.3768144398927671 9.2246662676334363 9.3802950680255872 7.6174699366092673 15.277047619223593 6.5724609792232505 475.93318244814873 160.53714628517628 63.660001292824745
leaf_count=1176 2829 84 3408 18 1320 566 244 43 31 37 54 33 34 27 38 37 40 25 1559 32 38 87 27 52 18 27 60 22 20 22 24 20 54 28 22 49 27 24 65 49 33 24 104 236 185 208 27 168 75 48 30 25 98 91 27 26 26 22 43 19 1333 451 180
internal_value=-0.00092655 -0.00520737 -0.00053511 -0.0126803 -0.00142171 -0.0199437 -0.00390264 0.00952493 -0.0271224 0.0099633 0.00957693 0.0151397 0.0100438 0.0230347 0.0108663 0.0224523 0.00892099 -0.00141177 0.0108063 0.0271509 0.0514014 -0.00680513 0.000834645 -0.00584007 0.0036291 0.0121378 0.0237092 -0.0043025 0.00989467 0.0310721 0.0244698 0.0441774 -0.00817793 0.00886569 0.0115595 0.00478474 0.0153433 0.0151153 0.00513837 0.0124394 0.00818737 0.00146099 0.0070441 0.0159517 0.0154814 0.0202372 0.0246196 0.0349047 0.0190019 0.0308569 0.00783223 0.00808517 0.0137659 0.000213017 -0.0124233 0.0447411 0.0556181 0.0148554 0.0100409 0.00569671 0.0179718 0.00791082 0.00926157
internal_weight=3781.87 3454.38 3020.38 1701.79 1174.9 436.438 230.323 738.466 62.7102 730.854 724.502 1318.59 714.542 56.847 36.0811 26.8227 657.695 101.485 556.21 59.0302 22.5712 87.0348 62.1715 53.4887 39.1254 36.459 26.3315 33.0457 20.6102 14.4505 14.8815 20.7658 23.0791 497.179 12.2649 167.613 1311.93 1302.65 100.757 79.757 71.6355 60.0887 52.0756 1201.89 1171.01 310.429 228.151 80.5945 147.557 63.0168 20.0179 82.2781 860.585 64.0343 36.2979 36.0759 26.8513 796.551 313 246.047 483.551 230.77 224.197
internal_count=15849 14673 11844 8083 4675 2286 966 2389 351 2346 2328 3761 2274 159 102 75 2115 337 1778 191 70 290 203 176 124 121 87 106 66 47 46 57 107 1587 53 615 3728 3701 299 234 210 177 153 3402 3318 869 636 225 411 175 57 233 2449 216 125 100 74 2233 878 693 1355 650 631
is_linear=0
shrinkage=0.05


Tree=59
num_leaves=64
num_cat=0
split_feature=73 36 34 36 2 65 65 73 73 2 69 73 73 73 27 38 73 39 3 70 37 73 27 4 31 73 71 4 38 1 1 0 4 1 18 31 4 14 26 38 28 13 52 0 19 46 36 11 8 30 35 4 69 72 13 2 45 29 23 8 1 71 66
split_gain=97.3578 80.7147 45.4163 16.6898 14.7951 13.3387 11.1667 10.5569 17.5982 11.86 9.12317 9.01559 8.8473 9.21367 7.50846 7.25861 6.62324 6.60184 6.51834 7.70885 6.05801 6.01574 6.29952 5.93476 8.67668 8.26537 7.46068 6.89446 5.92569 5.83107 5.78358 5.33726 5.33526 6.23031 5.30407 8.74277 6.01426 5.2949 5.23474 6.34634 10.4481 6.53004 6.00363 5.34951 5.2301 8.51287 5.79243 5.68535 5.54611 5.89387 5.78466 5.21722 8.80842 6.34838 5.49921 7.02927 6.81587 5.1777 5.23795 5.11779 5.10261 5.05656 4.96113
threshold=1.0000000180025095e-35 3.4250000000000003 3.1450000000000005 6.870000000000001 -220.35410892241143 -0.14902097902097897 0.50016806722689089 1.5000000000000002 2.5000000000000004 149.17942255685935 0.23000000000000001 3.5000000000000004 1.5000000000000002 2.5000000000000004 0.54118055555555566 0.25399290705309441 3.5000000000000004 0.41938987225129032 1560.7260130961358 -0.41958333333333325 0.35238013566927456 4.5000000000000009 0.48118055555555561 1437.1669906630289 0.12864214992927861 4.5000000000000009 -0.15624999999999992 1469.4939603947407 0.18587161442557223 1437.2591383343258 1589.6504102107808 1449.2282728276666 1580.5400059601368 1676.2324108867708 2.5000000000000004 0.21658075601374568 1572.6542418436741 0.55000000000000016 0.4981666666666667 0.28497150505765118 4.2111111111111121 1.0000000180025095e-35 2.3250000000000006 1436.7309865804298 1.0000000180025095e-35 2.6450000000000005 3.6250000000000004 1.3095238095238098 2.6214285714285719 0.13825462722712334 3.9250000000000003 1536.3241526882562 0.91000000000000014 -0.42541666666666661 0.36666666666666675 61.453416365120127 1.2150000000000001 5.7321428571428585 2.8660714285714293 1.861904761904762 1436.0214681661337 -0.10374999999999994 1.9069264069264069
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 20 10 7 15 17 11 -6 -10 57 -14 18 -7 51 30 23 -20 37 22 -4 24 26 -26 -13 -25 -24 -28 62 -32 34 -34 36 -36 -17 -2 39 40 43 -42 -41 -12 45 47 -47 -18 49 50 -48 52 53 -15 55 -53 -56 58 -3 -29 -16 -23 -9
right_child=1 3 21 -5 5 6 -8 8 9 -11 38 14 13 16 60 32 44 -19 19 -21 -22 61 28 27 25 -27 29 59 -30 -31 31 -33 33 -35 35 -37 -38 -39 -40 42 41 -43 -44 -45 -46 46 48 -49 -50 -51 -52 54 -54 -55 56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.037224489789540252 0.041823759139275198 0.004556475959375905 0.032780649448694292 -0.026408499659667125 0.019620789410492633 0.041904824034308029 -0.025223821668767799 -0.0078113227439863698 0.0085369006046012007 -0.016764654734034014 0.01460212580176499 0.062654721260131635 -0.021403988472845335 0.023061050569841594 0.050308452701738032 0.0046941006513679471 -0.0034668140660359908 0.014246990137283739 0.032250467675009296 -0.023463632898194767 -0.019260440801027127 0.013138282649168677 0.0294963366280937 -0.023817588976921801 -0.028470017662927963 0.021500039775713915 -0.028559843004756249 0.0025794661185353108 0.011656939500960604 0.033022077376627844 -0.035782626818058424 0.006541731338223028 -0.0085781374828239731 0.030001193815132859 0.02695045144990062 -0.023638875487267452 0.04966702603110397 0.016817384914505958 -0.00080992935342482351 0.009151660519196322 -0.044086418348503811 0.011304696194369145 -0.014280202236927241 0.050245636677046901 -0.019385382843499693 0.028187893712949594 -0.01499463335749452 0.060578504771047682 0.033067560476686526 -0.032502605261886648 0.04768632708160403 0.00063355488558603542 0.045732884928558093 -0.013552073731489976 -0.020332104461042833 0.045971386234443384 0.03049117006379827 0.032637013403359456 -0.015950606470591398 -0.01541637313882805 0.006624303860952363 0.037941891838617875 -0.019283311630834257
leaf_weight=165.11396895349026 27.753216981887817 118.82542368769646 51.383549958467484 153.52851974964142 145.93827137351036 14.771642148494719 41.958026930689812 206.34925466775894 502.33229543268681 76.139630332589149 16.465435788035393 12.066481053829195 162.00433665513992 13.260093972086905 6.9915471673011771 272.50714899599552 6.2458575367927534 28.602217078208923 6.8766702860593787 63.915705069899559 9.2606505304574949 29.913783013820648 54.107457011938095 39.592720031738281 17.484651625156403 15.711217641830443 5.9692405313253429 184.93984505534172 333.26943704485893 10.796653732657431 8.3524225950241071 68.83862042427063 87.430566444993019 11.887950271368025 68.506757795810699 9.7565470635890943 7.6424453854560843 89.226553082466125 199.75458377599716 139.88402159512043 6.4575824737548819 30.22476190328598 33.975941807031631 29.185981780290604 135.48686239123344 8.407600522041319 13.460834830999376 7.7832334488630295 5.2320528030395499 36.366546228528023 5.0661668628454199 16.135716333985329 7.6275365054607382 110.50335872173309 21.132228404283527 18.183536991477013 9.5907949954271299 12.460645407438276 42.19559545814991 50.23975445330143 152.33301398158073 65.627025246620178 173.46477787196636
leaf_count=1176 77 407 142 897 448 40 203 777 1469 333 48 39 768 43 22 806 25 89 23 224 29 83 154 135 61 48 21 596 920 34 27 241 262 35 207 31 22 249 631 433 21 93 103 88 600 33 60 32 21 166 23 55 26 394 74 61 31 38 150 167 479 185 674
internal_value=0.000454796 0.00189781 0.00542037 -0.0113889 0.00293143 0.00216237 0.000317072 0.00082653 -0.00107999 0.00230177 0.00874004 0.00365946 -0.00831418 -0.0112933 -0.000662325 0.00740751 -0.00734142 -0.00905647 -0.00425993 -0.0180516 0.0196683 0.0188064 0.0163307 -0.00136104 0.0126083 -0.00481977 0.032674 -0.00451454 0.0141487 0.0110968 -0.0105149 0.00196204 0.00629423 -0.00396038 0.00913585 0.0206438 0.00592096 0.0227501 0.00525737 0.00998805 0.0214236 0.00155361 0.00457258 0.0373898 -0.0133405 -0.00342061 -0.0106847 0.032065 -0.0161204 -0.0208087 0.00214533 -0.000682224 -0.00641542 -0.00962932 0.0108993 0.0246551 -0.00446662 0.00158552 -0.00081741 -0.00126486 0.00854127 0.0301759 -0.0130507
internal_weight=4476.5 4311.38 3407.89 903.497 2873.58 2747.34 2145.46 2103.5 1631 1145.39 601.887 1069.25 749.968 576.487 566.918 472.503 414.482 485.607 407.593 70.7924 126.24 534.301 438.76 336.801 62.0282 33.1959 28.8324 274.772 387.377 16.7659 457.005 77.191 457.731 99.3185 358.413 78.2633 280.15 116.98 455.948 256.194 82.3338 36.6823 173.86 45.6514 218.049 82.5623 68.5332 14.0291 60.1256 54.8935 18.527 196.433 131.391 123.763 65.0423 34.3193 30.723 173.482 161.021 235.18 159.325 95.5408 379.814
internal_count=15849 14673 10769 3904 9285 8930 7065 6862 5459 3651 1865 3318 3007 2412 1849 1403 1644 1808 1348 247 355 1484 1216 1101 203 109 94 898 1074 55 1719 268 1363 297 1066 238 828 326 1417 786 250 114 536 136 960 360 303 57 270 249 83 684 463 437 221 116 105 595 557 763 501 268 1451
is_linear=0
shrinkage=0.05


Tree=60
num_leaves=64
num_cat=0
split_feature=73 34 65 65 36 65 65 42 26 37 5 65 65 73 73 3 2 6 66 29 71 65 27 66 19 37 45 22 65 9 7 71 3 9 7 0 27 29 65 73 73 3 26 26 72 29 41 14 26 27 3 26 27 30 35 31 65 7 8 72 39 3 2
split_gain=127.233 70.5687 39.5524 24.3874 22.3956 17.3178 13.5105 13.7323 12.7875 12.8815 11.3549 9.5622 9.23448 8.6629 16.4361 10.7469 7.67959 6.91669 6.89168 6.55042 6.46466 6.3825 6.34108 6.29735 5.85173 5.4851 5.38557 5.35952 6.59871 6.8741 5.51262 9.07905 5.41297 5.2954 5.11418 5.04732 4.95093 4.94295 5.57334 5.51654 7.39789 5.76166 5.5312 5.63769 5.80979 5.47713 5.3215 7.02175 6.00944 4.94259 5.29707 4.83443 4.79788 5.09923 4.75692 4.6836 4.66682 4.85989 5.24519 4.82422 6.53021 6.15209 5.37904
threshold=1.0000000180025095e-35 2.2950000000000004 0.057375565610859658 -0.74307692307692297 5.245000000000001 0.61571428571428577 0.78329670329670331 2.0350000000000006 0.50707142857142873 0.50204346285864576 1505.1917560094087 -0.57833333333333325 -0.18120857699805074 1.5000000000000002 2.5000000000000004 1609.4957327994796 -203.26201864224095 1533.0744076119322 3.3021739130434784 3.1339285714285716 0.19541666666666668 0.30064777327935227 0.50612500000000005 2.9199857752489335 4.5000000000000009 0.5650482054128475 1.5350000000000004 0.30785714285714288 0.0049530956848029507 0.86190476190476206 21.523619846817613 -0.063749999999999932 1550.7709369115171 1.1833333333333336 -2.8501073427464685 1445.981411451171 0.36950000000000005 4.8166666666666673 0.03119047619047605 2.5000000000000004 1.5000000000000002 1656.0352309501066 0.5631666666666667 0.54527777777777786 0.24666666666666667 4.1055555555555561 1.905 0.90000000000000013 0.54105555555555573 0.5338750000000001 1579.1207045111826 0.52950000000000019 0.45527777777777784 0.17802414673786857 3.3750000000000004 0.13732974105672804 0.027222222222222103 -41.028966147212707 0.37857142857142861 0.20416666666666669 0.52659948544448099 1423.2074163148627 -33.125761516893128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 10 7 -3 9 13 20 -9 19 -5 49 16 -16 -12 26 23 21 36 -17 -10 37 -6 56 30 29 -29 31 55 -33 -32 -24 -18 -4 39 -39 40 42 -41 43 44 51 -44 47 -42 -49 -15 -51 -14 -48 -54 -22 -11 59 -58 -59 -13 61 -61 -63
right_child=1 6 5 4 25 -7 -8 11 12 27 17 18 24 14 15 22 35 -19 -20 -21 54 -23 34 -25 -26 -27 -28 28 -30 -31 33 32 -34 -35 -36 -37 -38 38 -40 41 46 -43 45 -45 -46 -47 52 48 -50 50 -52 -53 53 -55 -56 -57 57 58 -60 60 -62 62 -64
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leaf_weight=203.52500049769878 31.081056386232376 221.81060609221458 6.6211602091789237 268.40575385093689 47.685500681400299 66.314119234681129 7.346928894519805 18.432992145419121 25.208139687776566 10.270444989204409 368.83198407292366 454.94345596432686 20.966928958892822 249.10003805160522 37.896907791495323 32.099215477705002 165.68834790587425 43.478969007730484 56.684239566326141 211.52638034522533 45.932250738143921 55.917172357439995 10.033443659543993 7.1141964197158805 137.00634509325027 275.65115484595299 9.5258791744708997 24.667933464050293 9.6440544426441175 88.065240561962128 11.534746438264849 15.138475060462953 7.1013735830783835 12.846255838871 13.700811773538588 393.15929844975471 289.45626345276833 207.11282803118229 11.752611398696898 278.31387597322464 83.403066009283066 31.73507684469223 25.13982030749321 22.538351953029633 15.442097693681715 12.547190845012663 12.227831333875654 10.199910193681719 16.3224858045578 61.747876703739166 10.505769997835158 16.67081618309021 20.099155545234684 11.254473000764845 8.0653270632028562 12.080761045217512 18.511228084564209 12.106294780969618 175.17926743626595 26.868699535727501 6.6226762533187857 48.236672893166542 33.958536580204964
leaf_count=1176 128 842 19 738 165 244 21 75 72 29 1109 1387 58 756 128 89 461 126 179 617 129 165 28 20 387 839 27 69 27 248 33 43 20 36 38 1095 814 584 33 783 239 91 70 63 43 35 35 29 45 197 32 46 57 31 24 34 55 34 500 81 21 147 103
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internal_weight=5143.06 4939.53 3849.3 2964.69 2933.6 884.617 1090.23 1082.88 2610.27 1433.69 818.303 861.07 1176.58 1242.34 973.932 652.578 596.745 412.311 842.637 243.849 405.992 351.995 55.8335 32.3223 932.733 323.337 785.953 191.349 122.377 112.733 68.9721 44.5911 22.2398 24.381 23.7343 558.848 296.077 795.727 218.865 576.861 266.812 310.049 113.305 75.6182 53.0798 37.687 153.507 109.925 26.5224 321.354 72.2536 37.6377 43.5815 31.3536 53.9976 22.3512 776.427 205.797 187.286 570.63 115.687 109.064 82.1952
internal_count=15849 14673 11201 8571 8443 2630 3472 3451 7439 4101 2386 2609 3338 3562 2824 1839 1684 1235 2534 709 1151 998 155 92 2629 1004 2355 539 344 317 195 126 63 69 66 1556 833 2242 617 1625 751 874 315 210 147 105 436 313 74 985 229 104 123 88 153 63 2328 589 534 1739 352 331 250
is_linear=0
shrinkage=0.05


Tree=61
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 65 28 12 30 28 6 24 4 5 26 71 65 30 5 66 3 27 5 70 27 0 26 23 70 29 27 47 66 56 27 18 11 48 21 74 55 6 0 70 69 11 11 26 72 65 27 27 69 25 8 71 51 29 26 1
split_gain=269.103 202.271 212.861 187.112 89.4715 49.4445 17.7667 5.2181 5.01853 4.56451 4.45716 6.35048 6.8469 6.4492 6.26293 6.54505 6.98689 5.4224 7.00622 6.18824 5.09296 5.04546 4.96448 4.77873 4.76271 5.12408 7.25403 6.74404 4.9969 4.74741 4.73684 6.42077 5.52726 4.72641 4.64386 4.17457 4.16897 4.91047 4.08305 4.08177 3.95857 3.8975 4.30688 5.22888 4.30326 4.09574 3.83683 3.83261 3.82621 3.82087 4.39524 4.60041 4.05547 3.95853 6.18601 5.63383 5.51682 3.98027 4.2146 6.76152 6.04852 4.52793 4.35278
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 0.61571428571428577 0.89444444444444449 0.22500000000000003 0.047394429469901155 2.7071428571428577 1467.1111238543742 0.43650793650793651 1445.1602012691753 1493.2029821813119 0.44950000000000007 -0.072499999999999939 1.0000000180025095e-35 0.15735538909696214 1500.0014996838152 2.2981481481481487 1531.3535175602676 0.61050000000000015 1511.1556072898177 -0.23208333333333322 0.44612500000000005 1700.1350157517859 0.51154761904761914 1.6125000000000003 -0.2904166666666666 3.9500000000000006 0.47211111111111115 1.2850000000000004 3.7340067340067344 1.5650000000000002 0.51950000000000018 1.0000000180025095e-35 1.1833333333333336 2.8950000000000005 0.58571428571428574 1.5000000000000002 1.5950000000000004 1488.5830718326517 1355.6304315944024 -0.21874999999999997 0.6100000000000001 0.96666666666666667 2.0690476190476201 0.49612500000000009 0.29541666666666672 -0.52555555555555544 0.50211111111111129 0.57472222222222225 0.41000000000000009 0.73214285714285732 0.86190476190476206 -0.010833333333333249 1.2650000000000003 5.2928571428571436 0.51950000000000018 1595.6732351129597
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 40 -4 8 -6 41 -8 9 -5 11 -11 36 20 15 16 -15 18 -12 21 -14 29 -20 30 25 26 -23 -28 -27 46 32 -32 -17 -25 -30 -21 -13 -38 -35 -9 -3 42 43 -7 -43 -44 -19 -46 -26 52 51 -51 -16 -54 57 56 -56 -55 60 61 -59 62 -60
right_child=1 2 3 4 5 6 7 39 -10 10 17 12 13 14 49 23 -18 19 22 35 -22 24 -24 33 48 28 27 -29 34 -31 31 -33 -34 38 -36 -37 37 -39 -40 -41 -42 44 45 -45 47 -47 -48 -49 -50 50 -52 -53 53 54 55 -57 -58 58 59 -61 -62 -63 -64
leaf_value=0.043366482125485634 -0.037538275701961145 0.014731879789693822 -0.037595305547363789 0.051605394941392727 -0.037676697103537514 0.013479710061481113 -0.03794854711302123 0.014639672433535545 -0.038133823758264532 0.072357631597746219 0.00035788779164608949 -0.032608817786283592 0.017050714525080904 0.034699748452497813 0.039347720402929387 0.031219904414642587 -0.024763421610815583 0.010640419077069689 0.014481905830364603 -0.017069821034912235 0.079769759687299602 -0.019846203791120232 0.058142526310038592 0.0073953480680116895 -0.047021004752615593 -0.0018140082244834776 -0.0056628001598741321 0.046909064350169255 0.0049080990847169452 0.017450504175697122 -0.011012576268514672 0.045125927889903564 -0.020143615153348476 0.029511106776318182 0.052438522766182084 0.02932063726581742 0.025616646370317572 -0.027471607819470435 0.074261232330090618 -0.027725537023827823 -0.024391279139476859 -0.036945017424047592 -0.035633402349573115 0.069516310299603604 0.016027306028915275 0.0068968189402251788 -0.025586800990566667 -0.033782550636122836 0.0068738878226342537 0.07117335470645296 0.0044447185056542124 0.017231507133306505 -0.00093790166685420227 -0.0026526471881657106 -0.0068027071697579211 -0.031922733126081057 0.044640165464011422 0.02465316250007293 -0.00068545881045993984 0.056649309162472641 0.074398915510875657 -0.017093107857707745 0.049920812553819138
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leaf_count=1176 2829 3728 3408 18 1320 52 244 48 34 13 80 42 20 24 25 28 42 30 38 203 21 21 42 20 20 170 23 89 43 42 20 74 37 26 31 20 33 23 42 59 33 48 22 19 52 401 89 21 25 23 43 25 392 53 59 43 24 70 31 22 26 48 22
internal_value=-0.000953559 -0.00502328 -0.000470769 -0.0123017 -0.00126558 -0.0194679 -0.00359384 -0.0266697 0.009267 0.00962514 0.00925456 0.0124811 0.0118687 0.0136342 0.0124658 0.0231948 -0.00176129 0.00450481 0.0193223 0.00139433 0.0483436 0.00587234 0.0374215 0.0297198 0.0110887 0.0142663 0.0276774 0.0362464 0.00622829 -0.00720912 0.0207671 0.0333288 0.00260774 0.0464722 0.0271339 -0.0128175 -0.0107528 0.00461607 0.0573714 -0.00774115 0.0145394 0.00483087 0.00841274 0.0297128 -0.0114225 0.00472685 -0.0163424 0.0025241 -0.017266 0.00867153 0.0259092 0.043635 0.00672124 0.00550383 0.011747 -0.00521166 0.00881381 0.0190446 0.0242939 0.0134266 0.0380763 0.00348388 0.0206871
internal_weight=3729.86 3416.17 2996.61 1675.77 1166.71 427.65 228.473 61.1041 739.061 733.519 727.1 432.978 428.594 397.566 384.619 100.483 20.827 294.122 51.0299 243.093 12.9471 184.849 26.1106 79.6565 132.152 118.835 44.5329 37.7298 74.3016 52.6968 51.9133 30.6861 21.2272 27.7432 20.6425 58.244 31.0281 18.2177 21.6927 22.8151 1320.83 167.368 137.145 20.2314 30.2235 116.914 38.4544 19.5439 13.3172 284.136 28.8799 15.8175 255.256 246.074 124.963 37.5954 24.6514 87.3673 70.3478 39.3338 31.014 31.9778 17.4167
internal_count=15849 14673 11844 8083 4675 2286 966 351 2389 2355 2337 1371 1358 1260 1219 313 66 966 160 806 41 583 80 247 422 377 133 112 244 161 159 94 65 88 74 223 98 56 68 107 3761 615 494 71 121 423 119 73 45 906 91 48 815 790 398 126 83 272 219 123 96 101 53
is_linear=0
shrinkage=0.05


Tree=62
num_leaves=64
num_cat=0
split_feature=73 36 34 36 7 34 65 2 65 3 65 66 26 73 73 73 27 66 0 8 31 65 66 69 66 3 71 7 65 44 10 64 8 38 55 30 30 70 39 10 56 26 0 0 47 36 0 0 59 6 44 46 8 27 70 4 26 31 44 8 27 13 73
split_gain=90.7742 73.425 34.7716 22.0741 18.1336 20.0024 11.8937 10.8119 9.46943 11.5194 7.75775 8.51871 8.834 7.3815 12.7199 8.82313 6.53906 6.38823 6.32377 5.94493 5.82379 5.44051 5.5442 5.21587 6.11005 6.04025 5.78391 5.29147 5.13077 5.03692 4.99835 6.16895 5.33896 5.21326 6.72121 5.059 4.97249 4.96392 4.84408 4.80603 6.26806 5.99027 4.94811 5.15135 6.8981 4.80051 5.45794 5.23463 5.04575 5.99218 5.01979 4.78254 4.77948 4.6981 6.46175 6.1499 4.68588 7.32806 4.63233 4.62547 4.62198 4.62038 4.59022
threshold=1.0000000180025095e-35 2.8250000000000006 3.1850000000000005 6.870000000000001 14.239369247726019 1.9750000000000003 0.21809523809523798 -273.58719182112105 0.16831168831168822 1661.5193956903156 -0.14401433691756271 2.9016129032258067 0.56211111111111123 1.5000000000000002 2.5000000000000004 3.5000000000000004 0.5395000000000002 3.2029411764705888 1638.6427861328148 0.27619047619047621 0.22869249394673122 0.52949494949494957 2.886038961038961 0.090000000000000011 2.7393887945670632 1522.4660975276126 -0.0087499999999999488 21.956524808281078 -0.035555555555555597 8.5950000000000006 1.591666666666667 0.031150568181818102 1.1833333333333336 0.28497150505765118 1.6050000000000002 0.18078697769802612 0.36914203316510458 -0.36958333333333332 0.14579337890051147 3.0690476190476201 1.8250000000000004 0.52414285714285735 1539.8500846367554 1467.6298491695591 1.5150000000000003 3.6250000000000004 1569.6847666107681 1469.458674103058 2.446557452170925 1488.8143406563024 7.8050000000000006 3.8350000000000004 1.7238095238095241 0.43050000000000005 -0.3199999999999999 1623.9389210262277 0.50414285714285734 0.12541390728476823 10.875000000000002 2.7817460317460321 0.50816666666666677 1.0000000180025095e-35 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 2 2 2 2 2 2 2 2 2 2 2 2 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 6 18 7 20 13 -10 11 58 -13 19 60 17 36 38 37 -3 -2 22 39 27 25 -25 -26 -7 -27 -11 31 -21 33 34 -32 -33 -12 -6 -16 40 -4 42 43 44 51 46 47 48 -17 -50 56 -42 -34 -39 -55 62 57 -47 -9 -52 -15 -49 -56
right_child=1 3 21 -5 5 23 -8 10 9 29 16 12 -14 14 15 45 -18 -19 -20 30 -22 -23 -24 24 26 28 -28 -29 -30 -31 32 35 52 -35 -36 -37 -38 53 -40 -41 41 -43 -44 -45 -46 50 -48 61 49 -51 59 -53 -54 54 55 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.036965966459113653 0.036533657382978542 -0.040277007444389376 0.018470679304174231 -0.025845799982386078 -0.029690394898027092 0.012584253843710567 -0.0095125187276311075 0.0084701569422660234 -0.021304003982620723 0.0010406275697749671 0.0013474790605123991 0.028672234254899349 -0.0089810929556609683 -0.020165643185452393 -0.02810794013869123 0.042461941336398856 0.0093452629150061577 0.027833616831285785 -0.02267065679290926 0.0064091390592761494 -0.0057100614432105158 -0.022361535613074673 0.026835254544184235 -0.031404824639688064 0.0032700941784924082 0.039609417834480021 0.050446732351480852 0.051255914848588505 -0.019928692694377727 0.069779666915187458 -0.0047689564564800616 0.0054039341166542774 -0.035630144002733281 -0.017451501742690313 0.060295324813381602 0.063315783123930339 0.025278941085321433 -0.021196268085487312 0.0034241224944020752 0.035350094301061778 0.038679663922578641 0.026236225501203497 -0.031062328938498675 0.023122291304589673 -0.044225406692388419 0.040754414286186154 0.016744126978309626 0.010672562664141353 0.023185510152852102 -0.021347391558119988 -0.02629860035119751 -0.0054977798164611881 -0.0025735765317573358 0.0561053682927731 0.011549991869350211 0.043194819830458982 -0.014731257212212008 -0.0099957060219049813 -0.031645188413309287 0.026575057766995355 -0.0057025265640405455 -0.022286654061453911 -0.0095867840413931676
leaf_weight=156.30746062099934 44.235811978578568 7.5179071724414817 222.25542095303535 148.99547798931599 22.066093116998672 20.327417999505997 119.7025311589241 308.97584168612957 136.32549680769444 5.8259147107601148 921.96936039626598 104.41972681879997 18.308488219976425 171.34532742202282 12.819513797760008 8.2187605500221235 430.69974395632744 26.055564969778061 94.576318472623825 164.71060988306999 10.003778308629988 8.1676648557186109 150.08799079060555 15.967533677816393 15.913976579904558 8.1136498749256116 10.9792123734951 15.66046006977558 6.5314313769340506 4.9119150936603546 7.5822696685791042 6.4321201145648947 19.342958509922028 9.5425764322280866 8.3296027481555921 9.1154423952102643 22.22913633286953 35.347359046339989 244.15236599743366 27.779370546340942 7.5847989022731772 23.117334306240082 12.851986289024351 21.431623011827469 9.6193320751190168 11.906786769628527 32.065098032355309 13.382774993777273 13.539490908384325 17.086313188076019 72.203112676739693 31.859116166830063 25.1546890437603 4.7944799810647956 32.904192745685577 6.9398880004882804 49.364495143294334 17.667474567890167 7.368060201406478 4.387713521718978 81.519126728177071 51.754179179668427 117.08879145979881
leaf_count=1176 124 25 617 897 80 62 447 931 609 26 2882 305 55 771 48 28 1294 77 409 531 28 23 421 51 51 25 33 47 21 21 24 21 64 30 26 28 66 134 773 79 21 64 36 59 27 49 111 48 47 62 327 88 81 16 103 23 220 78 22 19 358 184 446
internal_value=0.00046166 0.00182499 0.00633114 -0.00766808 0.00379728 -0.00581524 0.00576635 0.00674532 -0.00547017 -0.0173766 0.00608758 0.0118737 0.0230551 -0.00385663 -0.00615804 -0.00204563 0.00423978 0.00424304 -0.0118648 0.00353232 0.0287424 0.018121 0.0187737 0.014484 0.00514143 -0.0101345 0.0225301 0.0294126 0.0130565 0.0324846 0.00484863 0.00925097 -0.00649567 0.0117679 0.0292911 0.0393573 0.00191089 -0.00720122 0.00185109 0.0153797 0.0136921 0.00371629 -0.00252991 0.00267186 -0.00626122 -0.00814992 -0.0012903 -0.00685163 0.00767563 -0.00165965 -0.0141503 0.00299724 -0.0169431 -0.00468315 -0.00107402 -0.00282092 -0.00530216 0.0104366 0.00753582 -0.0232696 -0.015503 -0.015515 -0.00494998
internal_weight=4447.44 4291.13 2909.88 1381.26 2395.12 407.211 1987.91 1868.21 1232.26 147.063 1813.97 439.072 122.728 1085.2 827.468 574.604 1374.9 283.027 313.717 257.728 54.2396 514.755 506.587 93.4937 57.5058 30.6126 26.8932 35.9879 14.6451 10.7378 250.21 180.258 69.9521 25.4544 15.9119 15.5476 944.198 219.141 256.972 356.499 328.72 106.464 83.3469 70.4949 49.0632 291.576 136.047 103.982 38.8446 30.6258 155.53 39.4439 44.4976 197.075 161.727 156.933 78.9388 29.5743 316.344 76.5908 252.864 65.137 149.993
internal_count=15849 14673 9090 5583 7655 1501 6154 5707 4686 656 5555 1313 360 4030 3200 2071 4242 898 1211 830 152 1435 1412 290 181 97 84 109 46 47 805 580 225 80 50 49 2948 802 821 991 912 295 231 195 136 1173 480 369 137 109 693 109 145 722 588 572 347 127 953 346 1129 232 549
is_linear=0
shrinkage=0.05


Tree=63
num_leaves=64
num_cat=0
split_feature=73 40 65 65 2 65 65 65 36 2 37 42 5 65 10 73 73 49 73 73 40 15 71 71 65 26 30 50 72 2 27 24 73 29 28 71 1 10 28 69 10 29 3 70 27 28 29 73 44 18 20 10 2 41 52 54 44 55 3 3 54 28 30
split_gain=118.065 63.7703 37.8707 21.9433 20.7391 15.5192 14.3165 13.8025 12.5668 12.4262 11.9444 9.12264 8.25885 7.62177 7.56477 7.48329 14.6321 7.15057 6.75586 13.5357 7.12458 6.51683 6.03176 5.90335 5.77523 5.69511 8.50016 5.98108 6.72964 5.59215 5.47065 5.41144 5.20125 7.17569 5.65743 5.05727 5.35272 5.01409 5.26043 5.45368 5.0106 4.99463 6.50998 4.97545 4.80366 5.10462 4.75268 4.71035 4.64664 4.58252 4.5581 4.46549 4.45588 4.44919 4.43039 6.73782 4.41928 4.37343 4.32663 4.33876 4.70039 5.87929 7.76446
threshold=1.0000000180025095e-35 2.7750000000000004 0.051050454921422607 -0.84307692307692295 -15.010132369325673 0.61571428571428577 -0.49777777777777776 0.78329670329670331 1.5750000000000004 238.88088289974965 0.4160109969854488 6.8350000000000009 1505.1917560094087 -0.33042780748663098 1.4555555555555557 1.5000000000000002 2.5000000000000004 1.8350000000000002 1.5000000000000002 2.5000000000000004 2.2950000000000004 0.55000000000000016 0.15874999999999997 0.19791666666666669 0.30064777327935227 0.44707142857142862 0.17529120364171907 1.405 -0.18166666666666662 104.09042581948417 0.45133928571428578 0.5277777777777779 2.5000000000000004 4.4722222222222232 4.5857142857142863 -0.45291666666666658 1791.828466891028 2.9666666666666672 5.6125000000000007 0.070000000000000021 2.0333333333333337 4.7638888888888902 1423.2074163148627 -0.030833333333333244 0.57950000000000002 4.4722222222222232 3.7888888888888892 2.5000000000000004 6.9250000000000007 4.5000000000000009 5.5000000000000009 1.3785714285714288 89.833220081118057 2.5750000000000006 3.2550000000000003 1.4150000000000003 9.8850000000000033 1.6950000000000001 1656.0352309501066 1613.3551409872 1.3550000000000002 3.5857142857142867 0.13717583807716632
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 12 -3 8 -8 11 35 13 23 14 -6 52 -17 -11 -15 31 25 30 58 24 49 29 53 -28 -29 -21 -22 54 33 56 -35 -5 37 38 44 40 -40 42 -24 -31 -37 -46 57 -13 -32 -4 -18 -48 -10 -27 55 -20 -14 -33 59 60 61 62 -12
right_child=1 6 5 4 9 -7 7 -9 15 17 22 47 32 18 -16 16 50 -19 19 20 21 -23 41 -25 -26 26 27 28 -30 43 48 46 -34 34 -36 36 -38 -39 39 -41 -42 -43 -44 -45 45 -47 51 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.038090341370677766 -0.043027819740687145 -0.036197574180113011 0.0053438418065763754 -0.024668571088483988 0.0010419599280992833 0.038769438343972923 -0.017667090432453202 0.052761853157251383 0.0040396405858452436 0.026897911792361274 0.034371934567748064 0.0073216065707935908 0.024001532926945776 0.011524674402136999 -0.02748961044504122 -0.017149303967448768 -0.0018777820148422242 0.0068085865014245591 -0.00078054417962601067 -0.01390358537557522 0.052589109609010413 -0.006351149187323094 0.037826275473198147 -0.0087880167754361676 0.025205264297563808 0.016761805476759373 0.0067563835422140769 0.02046122169294063 -0.029937554951886026 0.047878584216230924 0.031412818893513737 0.0093386892748307908 0.022406670945134145 0.019541355764945187 -0.011209743917978432 -0.0034333954895557073 -0.030510558680506429 -0.026309122511548228 0.042033414440327876 -0.012819245016399453 -0.00091040137036277737 0.034507673068034289 -0.0061617909419327994 -0.0066726702353499361 -0.02715927430212536 0.0011610847244978119 -0.033154731733737113 0.03563988909327212 -0.013760117999966454 0.035020849865007288 -0.037776678511205537 -0.0091837512812626802 -0.031464855891572469 -0.023831154058850855 -0.031967598052023156 0.045349185904677174 -0.0073884249003106812 -0.026101877750903359 0.035147634244434796 -0.038602538963780915 0.016510178480282932 -0.0093666495824637451 -0.0084555341806034964
leaf_weight=192.78860145807266 26.29464827477932 42.4080560952425 256.06864656507969 37.919588431715965 62.668552711606026 61.503086507320404 230.9308765232563 9.695964112877844 241.9946209192276 104.425646930933 20.93588325381279 25.41144385933876 82.196583718061447 295.04426449537277 36.917623400688171 250.15481700003147 522.63848793506622 76.923235148191452 235.06210690736771 46.475541353225708 8.6160811781883258 150.03964221477509 12.021738409996031 49.477166965603828 50.955642983317375 327.44586700201035 194.44991087913513 9.1148464679718 24.233605310320854 8.1221281588077563 10.087482929229738 32.007704436779022 235.87170523405075 21.907509326934814 47.141050338745117 448.29705928266048 21.234946817159653 26.26755565404892 17.552378669381145 13.832401424646376 11.080432116985319 28.252226829528809 28.00435483455658 8.6116730868816358 46.4592404961586 24.198943644762039 37.904101341962814 34.786761313676834 13.066917836666105 13.703946977853773 8.994407579302786 39.858685284852982 9.171984523534773 6.8923218846321097 10.790998429059981 8.1917174458503705 12.983851939439772 11.956536799669264 8.9797187447547895 7.141294687986373 39.128191500902176 104.40716548264027 21.400973707437515
leaf_count=1176 112 169 726 113 187 233 872 31 671 335 59 78 238 823 111 830 1516 236 671 129 24 412 34 141 153 926 551 27 70 23 28 93 740 62 134 1306 73 82 49 41 30 80 79 25 143 72 111 123 36 39 27 115 25 22 30 23 38 34 25 20 110 296 61
internal_value=0.000291664 0.00179862 0.00524642 0.00243016 0.00286701 0.0145995 -0.00761826 -0.00666662 -0.00712253 0.00595781 -0.00326364 0.00458268 0.0126697 0.00385372 -0.00953499 -0.00476515 -0.00717735 0.0183766 0.00475586 0.00306759 0.00671693 -0.00199515 0.00556389 0.00728746 0.00976735 0.00924985 0.0108499 0.00340118 -0.0161625 -0.0049797 0.0185766 -0.0047712 0.0176497 0.0108177 -0.00145313 -0.00695207 -0.00584881 -0.0049577 -0.00395872 0.0129607 0.0254149 0.0184114 0.00704992 0.019805 -0.0053432 -0.0174601 -0.0134393 0.0236859 0.00592 0.00685138 -0.00248514 -0.020868 0.0027431 0.015925 -0.000617808 0.000772902 0.0197195 -0.000299745 0.00122114 -0.000357249 0.00111215 -0.00299362 0.012723
internal_weight=5103.1 4910.31 3594.32 2762.51 2736.22 831.809 1315.99 1273.58 1263.89 1819.11 917.114 1637.76 770.306 1577.56 99.5862 1032.95 781.788 181.349 1477.97 1182.93 807.156 181.81 270.272 370.205 320.728 625.346 562.137 227.798 33.3485 63.2093 31.7705 375.772 400.101 164.229 69.0486 646.843 608.923 587.688 561.42 42.4652 28.6328 68.2783 40.0261 16.7338 518.955 70.6582 121.727 60.1982 23.1544 269.773 531.633 77.7628 251.167 334.338 254.045 243.254 95.1804 43.9642 201.993 193.014 185.872 146.744 42.3369
internal_count=15849 14673 10532 8028 7916 2504 4141 3972 3941 5243 2673 4672 2271 4471 298 3069 2373 571 4173 3350 2273 500 764 1059 918 1773 1596 648 97 177 88 1077 1212 472 196 1909 1796 1723 1641 120 79 193 113 48 1521 215 353 201 64 765 1543 226 696 948 724 694 276 127 571 546 526 416 120
is_linear=0
shrinkage=0.05


Tree=64
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 41 64 41 72 72 18 5 65 41 71 24 15 2 2 1 2 2 41 11 11 11 4 71 21 65 74 0 64 37 6 69 10 2 69 28 31 65 72 9 26 69 44 2 35 8 35 3 66 70 3 23 4 15 10 35
split_gain=247.783 194.979 197.021 182.295 84.4302 48.6853 16.9944 5.19171 4.67707 4.37969 5.0519 5.18272 6.09617 5.02922 4.34192 3.93734 4.09454 14.5853 4.4263 4.37355 5.24389 4.1622 4.3544 3.96317 8.76593 3.92179 3.85846 3.74705 3.67822 7.40952 4.70992 3.51863 4.94173 4.69328 4.31892 4.95198 4.87557 5.25764 4.18942 4.18006 5.22475 4.1151 3.50184 3.50149 4.77291 4.19596 4.74838 4.1352 4.33595 9.21174 6.7917 5.02436 4.44085 4.33135 5.6082 4.62597 4.14923 4.76249 4.43769 4.35504 4.06763 5.25464 4.02623
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 2.3450000000000002 0.035312499999999955 2.3950000000000005 0.095833333333333368 -0.29208333333333325 3.5000000000000004 1565.6629877324083 0.37503105590062119 2.1950000000000007 0.021249999999999953 0.64583333333333337 0.55000000000000016 -80.433175147704546 208.8790777787697 1350.7864662207278 122.5114507187151 -73.068322182334541 2.0650000000000004 1.1833333333333336 2.577380952380953 2.1222222222222227 1544.0703803941085 -0.066249999999999934 0.58571428571428574 -0.29651821862348177 1.5000000000000002 1355.6304315944024 0.019374999999999951 0.33973314544854688 1490.9349484810002 0.49000000000000005 1.2583333333333335 97.362412216212888 0.27000000000000007 1.9500000000000002 0.13057686842853081 -0.44661064425770308 -0.81583333333333319 3.2111111111111117 0.49105555555555563 0.55000000000000016 6.7350000000000012 80.831336888001161 2.8950000000000005 0.59166666666666679 3.5850000000000004 1601.417626831528 2.8793939393939398 -0.33624999999999988 1420.2313440607256 2.2250000000000005 1572.6542418436741 0.36666666666666675 0.34523809523809529 2.8150000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 43 -4 8 -6 27 -8 14 10 -10 12 -12 -13 15 16 19 23 -19 20 -5 22 -21 24 -18 26 -9 31 42 30 -30 32 -7 41 -35 36 37 -36 -39 40 -38 -34 -24 44 -3 -45 -47 48 49 56 52 -52 -50 54 60 -55 -46 58 -58 -59 -49 -62 -63
right_child=1 2 3 4 5 6 7 25 9 -11 11 13 -14 -15 -16 -17 17 18 -20 21 -22 -23 28 -25 -26 -27 -28 -29 29 -31 -32 -33 33 34 35 -37 39 38 -40 -41 -42 -43 -44 45 47 46 -48 53 50 -51 51 -53 -54 55 -56 -57 57 59 -60 -61 61 62 -64
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leaf_weight=299.95669329166412 405.45878018438816 16.203785270452499 492.10959977656603 11.632094234228132 192.60502185672522 13.25336307287216 37.014836452901363 7.2386663407087344 10.403952136635779 18.376344799995422 5.5710500031709662 9.771266892552374 11.566672921180727 5.3488993793725959 6.8884617686271659 16.249024957418442 11.187899976968765 12.29864637553692 7.931505858898162 10.279836207628248 66.217446357011795 12.660896703600882 11.501867920160292 11.40071266889572 13.491169288754463 8.6168677359819394 6.7268574982881546 7.462466448545455 21.50600129365921 12.338323533535002 7.3962444663047817 27.198450937867165 9.4886408895254153 4.9429422169923773 6.2907087206840506 27.163929954171181 10.169959723949434 20.553729876875881 11.112780943512915 15.203434482216833 5.3697404265403739 8.8162744194269163 444.98511099815369 11.899246722459791 15.175771325826643 836.16246990859509 7.5585041046142569 12.469841182231901 10.825992107391356 53.590491265058517 7.1967793703079206 7.2971391379833221 42.68472146987915 22.468873351812363 31.372593224048615 10.676463603973387 8.2142786085605639 41.892331570386887 10.547460019588469 7.586354821920394 6.6272235363721839 88.522203952074051 74.430589288473129
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internal_value=-0.000967972 -0.0048339 -0.000399047 -0.0119239 -0.00109198 -0.0190153 -0.00330718 -0.026229 0.00907574 -0.004181 0.00460925 0.0143807 -0.00444421 0.0357175 0.0102693 0.00986386 0.0104672 0.0233572 -0.0106262 0.00925444 0.020308 0.00760173 0.00830748 0.0424119 0.0311488 -0.0073354 0.00903175 0.00487163 0.00764221 0.0219425 0.0357898 0.00649119 0.00985688 0.00663427 0.00240497 0.00475502 0.0119008 0.0238883 0.0155942 -0.00289973 0.0153366 0.0299255 0.00635027 0.0139729 0.0174512 0.0120712 0.0124871 0.0164945 0.0217417 0.0268647 0.0114207 -0.0189404 0.0196443 0.0121316 0.0147432 -0.00468434 0.016473 0.0217317 0.000281149 0.0298655 0.0113786 0.00935186 0.0111268
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internal_count=15849 14673 11844 8083 4675 2286 966 351 2389 261 173 136 73 63 2128 2106 2031 182 68 1849 237 1612 1565 114 78 107 63 615 1534 124 86 583 475 437 373 354 243 132 110 111 55 64 1410 3761 1313 2448 2413 1269 564 377 187 41 146 705 594 111 230 188 52 136 507 473 454
is_linear=0
shrinkage=0.05


Tree=65
num_leaves=64
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split_feature=73 36 34 36 2 73 73 73 73 73 3 65 65 65 1 37 37 28 4 52 44 15 10 27 31 52 37 5 30 74 70 73 42 0 27 3 72 8 51 29 45 28 45 8 26 26 7 27 11 7 31 14 6 37 26 29 70 29 23 59 66 11 65
split_gain=84.6494 66.7207 36.5826 15.0986 12.2878 11.2354 20.6161 10.695 7.64749 8.34123 6.97788 6.79515 6.47475 6.03295 5.94383 5.75902 9.06393 5.71058 6.5732 9.66708 7.03663 5.98451 5.83263 5.69307 5.58569 5.94789 5.52491 5.49975 6.46869 5.97703 6.29707 5.4179 6.02673 5.38095 5.60704 8.06407 6.11691 5.36608 7.00559 8.40108 5.32512 6.94787 5.32249 5.32 5.27618 8.70523 5.24847 5.14616 6.84042 5.69631 5.01134 4.82361 4.77139 5.19743 4.73724 4.7118 4.6991 4.65464 4.86926 4.63375 4.97913 5.88941 4.62729
threshold=1.0000000180025095e-35 3.4250000000000003 3.1450000000000005 6.870000000000001 -220.35410892241143 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 2.5000000000000004 1570.1354929791553 0.0077003484320557012 -0.39017543859649123 -0.35303571428571423 1331.2898296284727 0.50619471196844568 0.46126368124539191 3.9500000000000006 1594.408312065993 2.4750000000000005 5.6850000000000014 0.70833333333333337 2.8500000000000001 0.59050000000000014 0.12254524451289946 3.0350000000000006 0.35238013566927456 1517.119971512396 0.12795348837209303 2.5000000000000004 -0.12541666666666662 2.5000000000000004 1.5350000000000004 1623.4772994758521 0.5173214285714286 1542.8718894075007 -0.36874999999999997 0.51666666666666672 1.2350000000000001 4.2361111111111116 1.2550000000000001 4.0500000000000007 1.2450000000000003 1.4365079365079367 0.53707142857142876 0.5495000000000001 8.3317449203046881 0.49050000000000005 0.40833333333333338 -13.149434391056046 0.21658075601374568 0.55000000000000016 1495.3045501191139 0.17453542442764988 0.47211111111111115 3.683333333333334 -0.68708333333333316 5.7321428571428585 2.8660714285714293 3.0173088295501076 2.6619047619047622 1.6547619047619049 -0.0063354037267080989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=147.85635025799274 27.485948652029037 118.67415805160999 12.191450923681257 144.56540454179049 156.97330442070961 19.392831057310108 28.638265430927277 7.7526982277631751 155.77384413778782 24.45576423406601 53.272265255451202 117.45685294270515 79.565527617931366 9.8709546625614148 92.542376309633255 292.49829936027527 7.2747427821159354 247.67165817320347 17.814127519726753 15.680471807718275 15.765681281685827 31.661506846547127 10.856101855635641 10.863038420677183 4.4704357087612143 19.731754899024963 9.2112908512353879 11.761117234826086 354.54359978437424 11.059422373771666 105.91273961961269 34.368919938802719 282.87897253036499 7.0253340005874625 8.7364078611135465 5.9931111931800833 36.152537971735001 582.86948257684708 26.916716948151588 10.752714917063711 7.5349997729063016 7.926444485783577 7.1353423595428458 29.987725272774696 6.2168410718441036 18.254147768020633 6.1670415401458731 6.4805756062269202 23.628395810723305 76.218526110053062 13.731126785278319 88.783761262893677 72.226870149374008 52.533250868320465 13.055451512336729 75.763998597860336 385.13849270343781 12.601731300354002 41.581205263733864 11.828102543950079 21.141097426414493 7.0966435670852652 75.213310867547989
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is_linear=0
shrinkage=0.05


Tree=66
num_leaves=64
num_cat=0
split_feature=73 36 39 65 65 36 2 65 65 65 2 73 73 73 2 70 37 65 8 73 73 73 73 27 26 65 8 24 29 70 37 66 3 72 71 13 21 23 28 73 73 27 23 49 6 70 19 2 56 35 7 47 39 2 39 10 2 56 28 20 70 60 27
split_gain=109.694 58.0119 29.7542 19.5745 15.9374 14.7925 13.2844 11.9461 9.57002 9.14297 8.54111 8.34478 8.12409 19.8789 11.534 6.70821 9.32565 6.5381 6.51592 6.49756 10.053 6.40993 8.28554 7.40068 6.81074 6.24848 6.24832 6.07119 6.0651 6.02299 6.32036 7.0485 6.00456 6.44682 7.06503 8.09249 5.23277 5.71458 5.95381 5.15134 14.0068 6.8044 8.76876 6.36757 6.07184 5.65226 5.13932 5.11625 5.10224 5.50391 5.72156 6.43652 6.78115 5.06178 6.23633 6.82565 4.95367 5.42015 5.41458 6.28969 5.21239 4.94596 4.87911
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -3 8 7 12 39 -2 29 26 -5 15 -15 25 28 -13 21 -19 -21 -16 24 -24 36 -14 46 -12 -17 30 31 62 33 -27 35 -35 37 38 -23 -6 41 43 -43 -41 -45 48 -4 -39 -42 53 -51 52 -52 54 55 -50 57 -25 -58 -60 -61 -48 -11
right_child=1 4 11 6 5 -7 -8 -9 -10 10 27 17 13 14 18 16 -18 19 -20 20 -22 22 23 56 -26 32 -28 -29 -30 -31 -32 -33 -34 34 -36 -37 -38 47 -40 40 45 42 -44 44 -46 -47 61 -49 49 50 51 -53 -54 -55 -56 -57 58 -59 59 60 -62 -63 -64
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internal_value=0.000305709 0.00172837 -0.00200982 0.000589282 0.00967552 0.0106453 0.00291202 0.00217501 0.00857661 -0.00766971 -0.00642154 -0.0106299 0.00178903 8.6512e-05 0.00394027 -0.00850614 0.00691724 -0.0133422 0.00484727 -0.0122546 -0.00899541 0.00401717 0.000355675 0.00701409 -0.00546984 -0.0108461 -0.000629819 0.0145312 0.0173123 -0.00831098 0.00345851 -0.00224642 -0.00121921 0.00517348 0.0167317 0.00768186 -0.00756026 -0.00994563 0.0132499 0.00762004 0.00599158 -0.00234591 0.0146535 -0.00535689 -0.00667052 0.0102915 -0.0029745 -0.012534 0.00802353 0.0072308 0.0119749 0.000870482 -0.00699079 0.00153125 -0.0113783 -0.0228896 0.00524098 0.00107525 0.0176761 0.00602581 0.0206375 -0.0161452 0.00864037
internal_weight=5064.31 4881.85 3320.12 2550.96 1561.72 1506.2 1991.02 1928.22 1282.64 559.948 539.363 769.161 1909.85 1500.79 1036.1 464.687 61.2128 605.054 1006.36 579.675 420.336 965.266 534.018 249.195 284.823 403.474 164.107 44.6145 47.6843 494.749 89.121 75.2985 118.889 89.8182 51.4869 41.564 265.421 237.951 23.8876 1222.66 976.751 332.343 50.0079 282.335 273.951 644.408 155.146 214.063 521.969 508.883 277.719 81.8241 62.2591 231.164 57.1569 38.469 239.071 179.08 59.9913 37.4588 24.83 50.1333 49.9836
internal_count=15849 14673 9995 7421 4678 4502 5700 5506 3703 1721 1624 2574 5431 4305 2911 1394 177 2083 2801 1976 1384 2685 1494 695 799 1217 491 126 137 1498 269 229 341 258 147 119 746 670 66 3501 2793 929 138 791 768 1864 465 604 1507 1470 821 245 185 649 159 107 665 494 171 107 72 156 150
is_linear=0
shrinkage=0.05


Tree=67
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 28 41 9 14 41 70 4 70 48 8 8 64 26 42 8 4 18 4 60 70 8 53 60 26 10 3 38 28 65 8 15 31 38 4 72 65 30 39 23 60 15 71 27 28 3 4 52 72 9 35 2 41 72 9 31
split_gain=228.686 187.439 180.473 177.363 79.5955 47.8957 16.2267 5.16197 4.44122 4.36296 4.23881 4.17882 5.38161 5.23637 4.72904 6.56722 5.18495 4.82809 6.16444 4.51089 5.07897 4.78693 4.60154 6.64057 5.20689 7.87051 7.54678 6.03538 6.75631 5.94907 5.27995 6.84269 6.27845 5.13189 5.01501 4.8942 6.09827 6.24142 7.22027 4.73586 4.75523 4.31065 4.34831 4.30351 4.56377 4.03191 4.67593 4.04797 5.93779 5.25635 4.34407 4.30487 4.05939 5.21398 3.96251 5.67532 3.94049 3.93548 3.83006 3.74222 3.77495 3.73986 3.63426
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 8.1180555555555571 2.3450000000000002 2.2583333333333337 0.90000000000000013 2.2850000000000006 -0.25291666666666662 1575.4476722260067 -0.15291666666666662 1.8950000000000002 1.2583333333333335 2.5916666666666672 0.028012820512820454 0.42950000000000005 4.5050000000000008 2.0972222222222228 1579.1321349456739 4.5000000000000009 1579.1321349456739 0.047649100125880306 0.13041666666666663 0.79285714285714304 3.3550000000000004 0.079924068825888761 0.43788888888888883 1.7928571428571431 1320.5080023669641 0.27324882026959291 4.6125000000000007 -0.21222011385199238 0.4555555555555556 0.55000000000000016 0.089815615096513965 0.21663580121928758 1579.1321349456739 0.30125000000000007 0.16452380952380943 0.13864999638649997 0.36342060359137912 3.6125000000000003 0.068074314881466813 0.70833333333333337 -0.18874999999999992 0.54316666666666669 4.2928571428571436 1445.2723714290644 1498.4280477059385 2.9250000000000003 0.20874999999999991 1.4555555555555557 3.4050000000000007 16.634988790753713 2.0650000000000004 -0.21124999999999997 0.51666666666666672 0.21545092838196286
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 8 -6 61 -8 9 11 -11 12 19 -13 15 -15 17 -17 -19 22 -21 58 24 -24 25 29 -27 28 34 30 33 -32 35 -5 -28 36 -33 -38 -39 -35 -41 42 -26 44 -30 46 47 48 52 -50 -49 -51 -42 -54 55 -16 -46 -18 62 60 -9 -7 -22
right_child=1 2 3 4 5 6 7 59 -10 10 -12 13 -14 14 54 16 57 18 -20 20 21 -23 23 -25 41 26 27 -29 43 -31 31 32 -34 39 -36 -37 37 38 -40 40 45 -43 -44 -45 56 -47 -48 50 49 51 -52 -53 53 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.041872086625491259 -0.03718850846909863 0.013317692566855589 -0.037242397280089143 -0.033923100818852372 -0.037327182740007785 -0.021295066060906337 -0.037568212189178316 0.046296282348480801 -0.034090503299779265 -0.0093858260154017475 0.028226348071818758 0.037702141611394985 0.043293188611186098 -0.029408610735067786 0.038741895974564913 -0.020367297914676216 -0.041101067353437049 0.031744501673164248 -0.009356430939652171 0.033132921475325643 0.0050076159125355506 0.021578468348200784 -0.034670042331688904 0.026357385315963613 -0.0013909759172873717 0.037736138939415569 0.0053515874705202127 -0.043797543022382354 -0.017261482907800493 -0.0208358976880689 0.059270735585043435 0.040640242127341145 0.053327946882537981 -0.020361246008570026 -0.043889948876740192 0.039581192987194744 0.038078286499798955 0.027631208226222288 -0.024679054731941378 0.055193442248159225 0.0063249074457004647 0.066411873199488311 0.050272821066783963 0.045481858068147162 -0.0060043195811692127 -0.0021851547536171413 0.038986337446895558 -0.010397195209912393 -0.021937324099562894 0.0011366731765015787 0.028654912040088409 0.040540224085829246 0.066388104816884327 0.011667212793662755 0.064298735226166415 -0.0061858973240053426 0.031156903475992294 0.0057226103978242834 -0.031907587044988014 -0.033409004690534122 -0.0091534068563507986 0.0070589077876359284 -0.032814489103519515
leaf_weight=286.36532725393772 391.5680565610528 1325.8821408003569 475.02379687130451 6.4304097741842261 186.12990483641624 12.580660566687582 35.733245670795441 4.5503834486007682 5.9639497548341742 50.341621279716492 8.8002417832612974 26.618070632219315 10.692323744297026 10.655854552984236 17.885479062795643 6.9355278462171546 6.7439700663089779 46.973020382225513 11.321673929691313 8.1702362895011884 25.374253213405609 10.878092512488363 13.203753650188448 6.7293395996093741 10.028516381978994 10.10851666331291 8.0771528780460375 10.323608815670012 19.554067254066467 12.251613885164259 12.342074096202849 10.421535968780516 11.50902636349201 10.936907812952994 14.369530931115149 14.043828174471853 7.887788698077201 8.8820519745349866 25.636607065796852 6.5993936955928794 7.6805115342140224 6.934550315141677 6.8578281700611106 6.2441948056220999 13.214761704206468 38.7482770383358 19.185255810618401 28.959377512335777 11.186474680900565 15.64867615699769 9.4432019591331464 12.443209886550902 13.74301052093506 6.3712662160396567 6.4694880545139304 11.580196037888525 15.501865833997725 13.412109792232512 20.351138949394226 8.3506001830100995 9.4308561980724352 153.85012218356133 8.4718904346227628
leaf_count=1176 2829 3761 3408 20 1320 49 244 20 25 223 32 83 35 35 54 22 22 147 38 25 78 38 42 20 31 31 25 33 60 39 36 29 35 36 47 42 24 27 83 20 23 20 21 20 40 120 58 91 36 48 29 37 40 20 21 37 46 44 73 44 43 566 28
internal_value=-0.00101025 -0.00468444 -0.000370994 -0.0115414 -0.000923099 -0.0185733 -0.00302442 -0.0257828 0.00888242 0.00923198 -0.00378918 0.0103745 0.0081907 0.0174719 0.0133917 0.00760229 0.0122211 0.0190701 0.0237621 0.0074471 -0.00402557 -0.00869084 0.00939455 -0.0140674 0.0105309 0.00913692 -0.00316278 -0.00789929 -0.00308391 0.0132627 0.0147649 0.024666 0.019217 0.00997101 -0.026171 0.0133463 0.00637204 -0.0020495 -0.011219 0.0115309 0.0135826 0.0332208 0.0195906 0.00642228 0.00136962 0.0119021 0.0162808 0.0121509 0.0195626 0.00704807 -0.000794274 0.0185903 0.0372475 0.0490551 0.0288649 0.021085 0.0140561 -0.009944 -0.0147663 -0.00692482 0.00889344 0.0049156 -0.00445948
internal_weight=3628.6 3342.24 2950.67 1624.79 1149.76 410.626 224.496 58.0651 739.137 733.173 59.1419 674.032 515.436 158.595 131.977 96.0422 85.3863 65.2302 58.2947 504.744 73.2456 65.0754 431.498 19.9331 411.565 387.744 97.3937 87.2852 76.9616 290.35 278.099 90.7229 78.3808 187.376 22.4467 66.8718 52.828 42.4064 34.5187 180.946 170.009 23.8209 16.8863 54.5149 48.2707 163.409 124.661 105.476 67.0731 39.2784 38.4026 28.0919 27.7948 20.1143 35.9352 29.4657 28.7166 20.1561 54.1973 22.3318 13.9812 166.431 33.8461
internal_count=15849 14673 11844 8083 4675 2286 966 351 2389 2364 255 2109 1606 503 420 308 273 207 185 1571 242 217 1329 62 1267 1195 302 271 238 893 854 276 240 578 72 205 163 134 110 558 522 72 52 166 146 502 382 324 204 121 120 85 83 60 112 91 86 66 179 107 63 615 106
is_linear=0
shrinkage=0.05


Tree=68
num_leaves=64
num_cat=0
split_feature=73 36 39 36 2 65 73 73 2 73 73 73 59 31 2 65 74 52 31 56 4 73 3 37 70 19 46 36 0 8 30 35 31 38 66 6 29 3 8 26 26 74 4 69 72 70 13 28 38 44 66 73 27 72 19 55 55 38 41 29 48 60 38
split_gain=78.974 60.5773 33.1673 14.3544 11.5979 11.5707 10.221 17.9835 8.82652 7.86716 7.07955 7.96876 6.81581 8.26236 8.23703 6.79479 7.39979 6.2384 6.43932 6.2302 5.89802 5.59411 5.50891 5.36237 5.34593 5.05417 7.62624 5.16792 5.05219 4.94743 5.85054 5.38001 4.93929 4.89638 4.80178 5.78439 7.24132 6.4799 5.37636 5.73191 6.61491 5.30645 4.77384 8.1841 5.82031 5.14923 5.24471 8.25968 12.3606 5.01956 4.73897 4.68864 5.25729 8.70947 4.6648 6.43412 6.52791 5.32119 7.21725 5.55904 6.32468 5.16869 5.10418
threshold=1.0000000180025095e-35 3.4250000000000003 0.41938987225129032 6.870000000000001 -220.35410892241143 -0.22602006688963208 1.5000000000000002 2.5000000000000004 149.17942255685935 3.5000000000000004 1.5000000000000002 2.5000000000000004 2.5688013973332899 0.12755527743012099 45.122588897601652 -0.059610389610389593 1.5000000000000002 3.0450000000000004 0.09466571834992886 2.1150000000000007 1695.8437651031818 3.5000000000000004 1547.6815613982619 0.35238013566927456 0.11166666666666666 1.0000000180025095e-35 2.6450000000000005 3.6250000000000004 1499.8991514917195 2.6214285714285719 0.13825462722712334 3.9250000000000003 0.096894559460760712 0.33608884260886746 2.7018518518518526 1503.4528642845673 3.8944444444444448 1432.6732793000281 1.861904761904762 0.52816666666666678 0.40527777777777779 1.0000000180025095e-35 1536.3241526882562 0.91000000000000014 -0.42541666666666661 0.1204166666666666 0.36666666666666675 5.5857142857142863 0.23959733840581912 7.6850000000000014 3.2357142857142862 1.5000000000000002 0.45645833333333335 0.16958333333333334 2.5000000000000004 1.8250000000000004 1.7350000000000001 0.279880355596136 2.0150000000000001 4.3166666666666673 1.8750000000000002 0.057088340494627111 0.22430436378122293
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 23 12 17 20 9 -9 -3 -12 13 14 -6 16 19 18 -7 -4 -8 42 34 -2 -15 26 28 -28 -23 30 31 -29 -20 -34 35 38 37 -37 39 40 -11 -36 43 44 -13 46 47 48 -44 -48 -46 52 53 -5 55 56 57 58 -17 60 -60 -61 -56
right_child=1 3 15 51 5 6 7 8 -10 22 11 21 -14 24 -16 54 -18 -19 32 -21 -22 25 -24 -25 -26 -27 27 29 -30 -31 -32 -33 33 -35 41 36 -38 -39 -40 -41 -42 -43 45 -45 50 -47 49 -49 -50 -51 -52 -53 -54 -55 62 -57 -58 -59 59 61 -62 -63 -64
leaf_value=-0.036500069483824601 0.02102712198516675 0.0015954218530926066 0.017796430648299791 0.077723867271400765 0.025836116460626359 0.019323877489372674 -0.01076742968211015 0.0071551635679765763 -0.014446549561655215 -0.025954016208757646 -0.019719327376879231 0.022302171347302519 0.013954940381544607 -0.022760820635731385 -0.0198240632726575 0.023948880643830762 0.032249500635033422 0.038392718108326077 -0.043467259350860765 -0.013861303539595991 0.018445387005553534 0.069980724841978245 -0.009816958549593479 -0.018887283198787654 0.013469786185799845 -0.018057758731325615 0.027205170039334349 -0.013326305145602383 0.0081552435717344492 0.031461711674126147 -0.031396197104445127 0.047504419792940851 0.0043894559177162498 -0.037004383880691681 0.038298020224542595 -0.0015531327250910441 0.0064215014985341268 0.048780671407501003 -0.023162386355842009 -0.020781099631989132 0.011513198650655157 -0.0077482853186019596 -0.024251600719934457 0.044189012585247739 -0.016291865990142838 -0.014837164024339284 0.017534257397479998 0.083413352327081677 0.055311306673254228 -0.031633948972925034 0.018068959087824087 -0.028321696593091673 -0.024543892040243001 -0.025706395447688199 0.028181609644553452 0.029168363732632693 -0.024181670735928196 -0.022167666014466396 -0.0091626099903416355 -0.01387744017033314 0.03827105081013267 0.0085128721513461035 0.010968871758271067
leaf_weight=139.76114527881145 104.31968900561333 172.58224706351757 152.80479654669762 4.2935197055339831 37.060588464140892 70.837687402963638 482.65391950309277 527.76190569996834 80.088456049561501 13.300183445215223 152.84777875244617 13.30323877930641 263.79730843007565 42.992073953151703 13.46618017554283 52.524788111448288 90.872307062149048 14.760236769914625 5.6388751417398444 17.300706416368484 17.919746652245522 5.2767226994037619 142.65338397026062 9.1529698967933637 13.340952232480047 129.98017428815365 8.4814562201499921 12.867102995514871 8.8401137888431531 5.2914865911006919 34.237178221344948 5.0657808631658545 400.42733862996101 7.2738136649131766 6.5425895452499381 8.9774519950151461 91.978189155459404 22.221962615847588 23.229313269257545 21.658615067601204 103.09641920030117 143.25488226115704 9.1865906417369896 7.7173850238323203 97.133094936609268 14.946934103965758 16.043132066726688 6.4086041003465644 10.416851073503492 7.6736916303634635 11.190589904785154 121.41413064301014 10.736845791339872 3.8698178976774216 61.948261737823486 26.74633976817131 19.810593843460083 15.588804543018339 11.081276625394823 55.250839591026306 19.210679352283478 48.314093619585037 141.32339613139629
leaf_count=1176 295 595 430 24 114 206 1866 1558 367 44 768 43 822 136 45 147 257 41 17 49 64 20 498 29 42 600 33 60 37 21 166 23 1208 22 22 28 285 69 80 76 337 487 33 26 354 52 53 21 33 29 40 789 62 22 179 75 56 44 31 156 54 137 396
internal_value=0.000482285 0.00169817 0.00472548 -0.0100699 0.00216605 0.00147137 8.52695e-05 -0.00177572 0.00158152 0.00274355 -0.00725282 -0.00999483 0.0096396 -0.00101336 0.013667 0.0143071 0.0207303 0.0063714 0.00539522 0.0145767 -0.00972166 -0.00631625 -0.00129222 0.0178075 -0.0141806 -0.0119706 -0.00208794 -0.00922801 0.0312649 -0.0146056 -0.0192781 0.0038575 0.00300815 0.00365095 0.00150814 0.00532351 0.0134821 0.0342974 -0.000907463 0.00283717 0.00723197 -0.00573716 -0.000195 -0.00574097 -0.0089091 0.0108963 0.018631 0.0341358 0.0180264 0.00162565 -0.0127422 -0.0247156 -0.00154994 0.0286929 0.0105968 0.00600202 0.00320821 0.00589479 0.00824191 0.00207857 0.0209191 -0.00343213 0.0162146
internal_weight=4390.75 4250.99 3381.18 869.804 2668.4 2554.93 2184.27 1685.34 1184.76 1104.67 729.49 556.908 370.657 106.86 50.5268 712.777 260.978 498.938 484.178 170.106 500.574 404.06 576.913 113.473 56.333 210.04 80.0598 65.943 14.1168 57.4615 52.1701 17.9329 413.34 407.701 434.26 284.462 123.178 31.1994 161.285 138.055 116.397 149.797 194.02 129.344 121.627 64.6758 49.7289 26.012 19.6034 23.7168 108.324 140.314 18.9002 8.16334 451.799 248.527 221.781 201.97 186.382 133.857 30.292 103.565 203.272
internal_count=15849 14673 10769 3904 8758 8434 7275 5781 3851 3484 3007 2412 1159 337 159 2011 736 1494 1453 479 1930 1644 1926 324 178 960 360 303 57 270 249 83 1247 1230 1428 919 382 97 537 457 381 509 684 463 437 221 169 87 66 82 394 897 108 46 1275 700 625 569 525 378 85 293 575
is_linear=0
shrinkage=0.05


Tree=69
num_leaves=64
num_cat=0
split_feature=73 40 65 65 2 65 65 65 36 37 2 42 36 66 49 65 10 73 73 40 15 5 71 73 73 30 26 2 44 8 8 34 0 70 27 24 52 10 65 28 29 3 29 26 69 29 4 29 3 29 11 41 1 6 71 71 23 9 14 44 8 56 66
split_gain=101.955 52.6417 33.0999 19.9909 17.0085 14.5768 13.2126 12.7138 10.7875 10.5736 10.4055 7.65682 7.31565 6.94963 6.58184 6.39815 7.22513 5.72524 10.2572 6.188 5.94247 5.67469 5.58488 5.23391 12.3891 5.15904 9.41922 8.02647 6.25562 6.00043 5.71791 6.57285 7.20349 5.17185 5.03428 5.01582 4.81423 5.3467 5.29376 6.96067 4.74079 4.67165 4.67164 6.01918 5.31305 4.64337 5.11508 4.59416 6.10843 4.4401 4.42718 4.41088 4.36448 6.36648 5.38937 4.38124 4.37818 5.1126 4.87893 4.31961 4.31405 4.7883 4.35108
threshold=1.0000000180025095e-35 2.7750000000000004 0.051050454921422607 -0.84307692307692295 -15.010132369325673 0.61571428571428577 -0.49777777777777776 0.78329670329670331 1.5750000000000004 0.4160109969854488 238.88088289974965 6.8350000000000009 4.3850000000000007 3.3592375366568921 1.8350000000000002 -0.33042780748663098 1.4555555555555557 1.5000000000000002 2.5000000000000004 2.2950000000000004 0.55000000000000016 1486.204389557993 0.15874999999999997 1.5000000000000002 2.5000000000000004 0.17405329593267879 0.44707142857142862 104.09042581948417 8.3750000000000018 2.7000000000000006 1.877777777777778 1.4450000000000001 1509.1638989710634 -0.076249999999999943 0.45133928571428578 0.5277777777777779 3.3850000000000002 2.5694444444444451 -0.14401433691756271 5.2678571428571432 3.8660714285714293 1687.4602816557144 3.6458333333333335 0.37828571428571428 0.87000000000000011 2.8944444444444448 1508.0015614687754 4.7638888888888902 1421.7587295871356 3.7888888888888892 0.37857142857142861 2.5750000000000006 1556.3199652556234 1486.6041896485237 -0.45291666666666658 0.25666666666666671 1.6125000000000003 0.93095238095238109 0.77500000000000013 6.9250000000000007 1.6547619047619049 2.1650000000000005 2.6708333333333338
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 12 -3 8 -8 36 11 15 52 23 -12 16 -6 -17 35 25 34 -14 -11 42 -25 26 27 -20 29 30 31 32 -27 -34 -21 -19 37 38 -5 45 -33 -13 -10 -44 -45 46 -40 48 -24 -37 -47 -28 53 56 -55 60 -4 -58 -59 -36 62 -62 -56
right_child=1 6 5 4 10 -7 7 -9 13 22 14 41 21 -15 -16 17 -18 18 19 20 -22 -23 47 24 -26 28 51 -29 -30 -31 -32 40 33 -35 59 49 -38 -39 39 -41 -42 -43 43 44 -46 50 -48 -49 -50 -51 -52 -53 -54 54 55 -57 57 58 -60 -61 61 -63 -64
leaf_value=-0.037449115641266337 -0.042446962974915459 -0.035130072941643053 -0.022106047105008159 -0.015374488299702338 0.0015034120014207331 0.037689435947192068 -0.016420045971646792 0.051833225100347192 -0.0072912508512109429 0.0011438473620028304 0.025244506262064939 0.026776664983730453 -0.023088695640840189 -0.022203887408128373 0.0057465887891023082 0.010560302020772593 -0.026545913872482813 -9.4614715136371683e-05 -0.024663635823757302 0.050524883976732694 -0.0063460662331759517 0.021807048863649682 0.037963182676098169 -0.014974753475483844 -0.0010046969297897443 -0.014997594688745661 0.015754518374348724 0.027825213158464951 0.017483718488248735 0.018533205862535203 -0.018076662325466241 0.0036936228457661899 0.030765711080472671 0.0027591319896923244 0.030165328638911956 0.00022755223505374492 0.036083479651589249 -0.020970646534266255 -0.0031861593093519022 0.013219331118607009 -0.050238251228460123 -0.020044018497311723 -0.034761812696095885 0.0070280623664613602 0.040587011206755924 -0.029439118665961279 0.042049778658853808 0.033224565182943894 -0.0054945627926587803 -0.019730129739055385 -0.005506446706916193 -0.024929218341721189 0.0010653317503509453 0.039198110494147613 0.018915672595439609 -0.0074625540169921678 0.025259559295704545 -0.014759282353172677 0.010450584359942817 -0.013547805409403674 0.027764040352459482 -0.015942293897195894 0.0033277335977814843
leaf_weight=172.56248244643211 24.878748461604118 40.317507266998291 16.825962513685226 108.37220633029938 62.193638861179352 58.449999243021011 224.30117021501064 9.4149757623672468 76.592200547456741 200.93449638783932 101.27444790303707 52.040227085351944 7.3123685717582694 51.553330034017563 75.586107268929482 293.0027220249176 36.392326176166534 252.80290991067886 28.589037448167801 8.4650519490242022 149.60130167007446 187.83453446626663 11.280890464782713 233.88497035205364 493.705336779356 27.261259704828262 318.6094686537981 9.7731412351131421 56.943060338497162 31.958837509155273 56.352450147271156 7.0654377341270473 30.290053650736809 36.165961861610413 9.9861026406288165 43.7370226085186 6.5756282061338416 61.182072654366493 15.487615525722505 57.269993767142296 9.6264444887638074 5.9352619946002951 7.9890822172164908 147.9284915626049 12.815974473953245 20.413646161556244 10.476403236389158 28.066636964678764 28.551262676715851 76.810805559158325 361.82137481868267 6.8045848906040183 135.32566201686859 21.633649379014969 85.2357087880373 23.303457289934158 24.640031903982162 34.87233892083168 42.682837158441544 13.019749492406843 79.633678585290909 6.8018739819526663 94.289820492267609
leaf_count=1176 112 169 48 341 187 233 872 31 211 571 335 182 22 162 236 823 111 724 79 24 412 627 32 791 1436 76 910 28 165 93 162 20 88 103 28 127 20 194 44 161 27 19 22 412 35 61 29 80 81 226 1059 22 389 63 242 66 73 99 124 36 231 20 267
internal_value=0.000318087 0.00166103 0.00480854 0.00216874 0.00257822 0.0136276 -0.00695479 -0.00605194 -0.00648836 -0.00299117 0.00539474 0.00414007 0.011778 -0.00431388 0.0169115 0.00347925 -0.0088508 0.00430794 0.00274731 0.00593922 -0.00219161 0.0201248 0.00533313 -0.00336591 -0.00549539 0.00831599 0.0121414 -0.0112916 0.002873 -0.00131368 -0.00511721 0.00149725 0.00664582 0.0155243 0.0175572 -0.00409656 -0.00647909 -0.00691982 -0.00542175 -0.00310451 -0.0274097 0.0219834 0.00294973 0.00759836 0.00970368 -0.00539473 0.0150664 0.0177306 0.00681313 -0.0124891 -0.0067846 0.0149038 0.00889641 0.0113614 0.0151261 0.0133258 0.00152755 0.00541871 -0.00088492 0.00542666 0.0151472 0.0243247 0.0107286
internal_weight=5025.51 4852.94 3554.44 2735.6 2710.72 818.842 1298.5 1258.19 1248.77 910.432 1800.29 1623.43 760.392 1024.47 176.861 1565.45 98.586 1466.87 1173.86 800.512 181.072 195.147 268.833 972.916 727.59 619.44 363.776 38.3622 255.664 198.72 166.762 110.409 93.7173 66.456 31.4709 373.351 641.599 635.023 573.841 465.469 16.6919 57.9755 245.326 168.734 160.744 408.199 25.964 67.8988 39.8322 120.548 382.235 325.414 565.245 429.919 310.898 289.265 119.021 102.195 77.5552 23.0059 265.961 86.4356 179.526
internal_count=15849 14673 10532 8028 7916 2504 4141 3972 3941 2673 5243 4672 2271 3069 571 4471 298 4173 3350 2273 500 649 764 2907 2227 1773 1039 107 734 569 476 314 267 191 88 1077 1909 1889 1695 1354 47 201 680 469 447 1193 73 193 113 353 1120 932 1622 1233 889 826 344 296 223 64 760 251 509
is_linear=0
shrinkage=0.05


Tree=70
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 65 28 28 11 65 27 19 9 9 6 0 8 71 72 71 53 46 27 4 49 28 29 26 4 8 27 28 9 26 8 26 28 72 66 31 13 29 3 15 24 26 56 31 59 18 60 34 60 40 45 25 4 50 12 8
split_gain=211.373 179.707 165.411 172.005 74.6619 47.0508 15.4561 5.1162 4.2062 3.94983 3.89932 3.72562 3.666 4.89292 4.85687 5.15236 4.84452 4.63695 6.83178 6.26181 6.34268 7.74298 5.18015 5.03076 4.40971 7.27367 4.44004 4.28254 5.98164 5.34369 5.59917 4.3223 4.15935 4.02543 4.01807 3.91837 4.2394 4.76146 4.21093 8.38641 3.99201 5.89449 5.32287 3.99486 4.51127 3.78123 5.3315 4.93245 4.46825 5.05991 4.32889 5.58049 3.76511 3.68835 3.62699 4.40036 3.5706 4.37594 4.99714 4.81175 5.0063 3.97588 5.85632
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 0.55727272727272736 8.1180555555555571 0.89444444444444449 1.1833333333333336 -0.07959252971137519 0.60816666666666686 1.5000000000000002 1.3785714285714288 0.59166666666666679 1521.7955598973681 1564.2197627635846 0.7238095238095239 -0.14916666666666661 -0.375 -0.51374999999999982 2.3150000000000004 4.1450000000000005 0.46950000000000003 1482.2869567144701 2.2150000000000003 5.4722222222222232 4.3875000000000011 0.5531666666666667 1518.6796446146611 1.861904761904762 0.55612500000000009 3.3166666666666669 1.877777777777778 0.46612500000000007 0.86190476190476206 0.50950000000000017 4.3875000000000011 0.19166666666666668 2.8876262626262625 0.17587505087505087 0.36666666666666675 4.1833333333333345 1518.9170255970241 0.70833333333333337 0.88194444444444453 0.50211111111111129 1.6250000000000002 0.13269821202817414 2.7013262625712975 2.5000000000000004 0.069435023138726806 1.8250000000000004 0.069435023138726806 2.3750000000000004 1.1050000000000002 0.43650793650793651 1390.1193757366516 1.5050000000000001 0.36666666666666675 1.7928571428571431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 8 -6 -7 -8 9 10 -5 -9 16 17 15 -15 32 18 24 -19 52 -22 -20 -23 33 -26 -27 29 -29 -24 31 -31 -12 35 -35 40 37 -37 -38 -40 45 42 43 44 -42 46 50 54 53 -50 -14 -52 -21 -48 55 -47 57 59 -59 -18 61 62 -61
right_child=1 2 3 4 5 6 7 11 -10 -11 12 -13 13 14 -16 -17 56 19 22 20 21 23 27 -25 25 26 -28 28 -30 30 -32 -33 -34 34 -36 36 38 -39 39 -41 41 -43 -44 -45 -46 47 48 -49 49 -51 51 -53 -54 -55 -56 -57 -58 58 -60 60 -62 -63 -64
leaf_value=0.041222738624412197 -0.03701889758973273 0.012671142457762319 -0.037073249155351339 0.047841023752815237 -0.037162685175457476 0.0048969068657953975 -0.037389640163829375 0.014516949597329111 -0.030956321114693704 -0.033264710569333548 0.056432090764628844 -0.026535679989337535 0.012147482656137527 -0.02119110580398513 -0.026361315118402534 0.041246148662079214 0.050211773157540052 -0.0164754447704996 0.032566790974489397 0.063781928006992381 0.046429163626986153 -0.010244295957338353 -0.031292918574425309 0.036010928840305559 -0.01973922903085279 0.066892328044191068 0.020184373852953755 -0.0058520899708121559 0.043836889699992096 -0.0090994489498379474 -0.025954209050886759 0.046779580959368385 0.0074862954492195648 -0.040599716783184941 0.0016388516253229995 -0.018315604513345431 -0.032409350880317142 0.034695455512565497 0.046287339765029911 -0.029954810069415611 0.05247643180598021 -0.035872257652095417 -0.020895201189097542 -0.0066376790396367102 0.0044761141160057404 0.052073156926404823 0.0063838279474224789 -0.00084048816498677415 0.047695902884536436 -0.0078709540248687888 0.069228416511815563 0.0098550371873346414 0.018126175264368046 -0.026291387284029057 0.058619558328472932 -0.0014021369896156737 0.0058572692245248067 0.0037262052320975302 0.055227765615218596 0.0088485536260682878 -0.036299742362501726 -0.0040411537181040793 0.049284815434740531
leaf_weight=272.98936899006367 377.59242643415928 1328.6819845288992 458.26758554577827 6.5043669939041129 179.8131086602807 166.30170452594757 34.487118542194366 10.752377748489382 6.6523362174630156 5.491154581308364 11.900785654783251 11.371234029531477 23.471181750297546 6.1865664273500425 21.335226878523827 7.0917026251554489 7.9148071706295005 10.582863852381704 8.2387806773185712 13.323123648762705 13.408798381686209 23.942599982023243 31.170646443963051 7.7911646366119376 5.8893670737743404 10.097293198108675 10.255867704749106 28.947155445814133 7.6593694984912863 6.43376272916794 11.711144775152205 7.4887574464082718 6.8323411196470252 7.8487206399440792 19.921120196580887 6.5341037958860424 15.551739275455477 12.04338490962982 6.6652078330516797 7.8604685813188553 11.882468611001974 8.8311087340116483 10.769991621375082 9.4807467609643918 8.3240601420402509 7.2808099687099483 18.855153053998947 9.3854219913482648 9.200961500406267 7.3852423578500739 9.929049879312517 6.5804321318864814 6.8310100734233847 15.935663968324659 14.536438524723051 8.1568808853626233 109.95945231616497 6.9146649539470699 14.772337287664412 26.625152289867401 5.5926919132471076 21.899818941950798 13.491279959678648
leaf_count=1176 2829 3761 3408 18 1320 615 244 48 43 23 35 59 74 22 78 22 24 34 31 40 42 80 124 23 21 31 35 99 26 22 49 26 22 26 64 21 49 36 20 25 35 30 35 30 26 22 59 30 28 24 30 20 23 51 44 25 327 20 41 78 21 66 39
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internal_count=15849 14673 11844 8083 4675 2286 966 351 2389 2346 2323 107 2305 1632 122 44 673 1510 1268 242 208 145 377 103 891 87 66 346 125 221 97 48 57 804 90 714 151 57 94 45 563 156 126 91 61 407 286 121 162 52 124 50 63 110 91 47 616 289 61 228 204 183 117
is_linear=0
shrinkage=0.05


Tree=71
num_leaves=64
num_cat=0
split_feature=73 36 34 42 7 34 65 2 65 65 3 65 66 26 28 27 31 73 73 49 72 72 44 72 70 7 19 30 71 11 13 60 70 4 65 69 72 47 71 73 65 2 27 73 27 6 0 29 4 59 31 11 28 69 37 1 24 72 71 30 30 28 4
split_gain=73.7309 54.8402 25.2667 18.4694 14.145 17.3535 9.98936 8.52629 7.47919 6.33654 6.74675 5.97018 7.4349 8.12922 5.73904 5.65101 5.4171 5.3447 10.2777 6.74355 6.07502 7.04848 5.81922 5.5713 5.18385 5.17055 5.35191 5.18131 6.36968 5.96271 5.04742 4.98065 5.30039 4.93519 4.79768 5.2068 5.54625 4.69995 4.69684 5.88961 5.85119 6.92799 4.65624 4.63312 4.92569 5.2413 4.6288 4.51383 4.51265 5.45018 7.36875 7.06228 5.4545 5.49771 7.18261 4.88536 5.36732 4.78417 4.70783 4.60821 5.33742 5.18553 5.24403
threshold=1.0000000180025095e-35 2.8250000000000006 3.1850000000000005 6.2350000000000012 14.239369247726019 1.9750000000000003 0.21809523809523798 -273.58719182112105 -0.24624113475177309 0.39884057971014492 1658.3966355413656 -0.14401433691756271 2.9016129032258067 0.56211111111111123 5.8452380952380958 0.5395000000000002 0.22869249394673122 1.5000000000000002 2.5000000000000004 3.6350000000000002 -0.38874999999999987 0.24208333333333334 10.275000000000002 -0.59041666666666648 0.18541666666666667 -21.826776545987283 4.5000000000000009 0.13229217306757415 -0.37624999999999992 1.7928571428571431 0.77500000000000013 0.056640564787125806 0.12291666666666666 1626.6651799034044 -0.059610389610389593 0.6100000000000001 0.22374999999999998 1.9950000000000003 -0.094583333333333242 4.5000000000000009 0.32038461538461543 -82.165814253090943 0.40527777777777779 1.5000000000000002 0.42950000000000005 1481.3926231657058 1329.5382625212212 5.6833333333333345 1462.4964997474283 2.446557452170925 0.083624708624708624 0.59166666666666679 7.2111111111111121 0.23000000000000001 0.27426425534244486 1524.5952221910702 0.30952380952380959 0.24666666666666667 0.1204166666666666 0.22099143206854344 0.18340978593272173 3.0500000000000003 1447.5334216329113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 14 7 16 25 17 -11 12 -9 -14 -6 -13 -2 20 -19 24 23 30 -23 -10 -20 -3 27 -27 29 -29 33 32 -7 42 35 46 -37 -21 40 -40 41 -36 -22 44 -5 -46 -4 -44 59 51 -51 -50 53 54 -52 56 -56 -53 -58 60 61 -17 -63
right_child=1 3 34 43 5 31 -8 11 9 10 -12 15 13 -15 -16 48 -18 18 19 37 21 22 -24 -25 -26 26 -28 28 -30 -31 -32 -33 -34 -35 38 36 -38 -39 39 -41 -42 -43 47 -45 45 -47 -48 -49 49 50 52 57 -54 -55 55 -57 58 -59 -60 -61 -62 62 -64
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leaf_count=1176 124 24 28 35 954 40 447 953 34 202 20 2948 305 55 257 31 28 1022 1383 17 47 179 23 62 290 164 53 20 297 39 22 230 20 33 218 190 29 335 476 114 24 73 346 816 21 75 283 24 24 31 22 79 30 313 28 427 73 20 21 23 24 123 25
internal_value=0.000505874 0.00165388 0.00553545 -0.00669317 0.00337698 -0.00520214 0.00510808 0.0060007 -0.00460824 -0.00624286 -0.025288 0.00542053 0.0105088 0.0209749 -0.0109564 0.00380016 0.0257164 -0.00542642 -0.00748355 -0.00374439 0.00122242 0.00426027 -0.0101722 -0.0204358 -0.0065264 0.00498493 0.00316513 0.00596389 0.0121735 0.0398438 0.0102914 0.0136562 0.0357888 0.012369 0.0156673 0.0220587 0.0120908 0.00767556 0.0119679 0.0164159 0.00375172 0.00701639 0.0150254 -0.0231814 -0.00380447 -0.0178554 0.0290808 0.0116292 0.00854258 0.00622382 0.00840376 -0.0112577 0.00976138 0.0109422 0.0159083 0.0178607 0.00249465 -0.0220151 -0.00757645 0.0198317 0.0155357 0.0206787 0.0138715
internal_weight=4363.56 4231.54 2888.38 1343.16 2381.11 399.792 1981.32 1863.52 1192.38 1018.79 41.8788 1810.25 437.238 122.245 306.323 1373.01 53.2695 976.91 746.076 530.648 230.834 202.439 59.6638 28.3948 426.7 173.595 166.204 151.466 104.396 17.3431 142.775 93.4688 19.9843 136.127 507.269 185.97 76.8623 103.948 321.299 208.449 112.85 104.276 126.295 150.777 25.6095 18.1552 109.107 112.248 430.98 357.541 317.899 39.6419 308.1 298.69 194.464 186.755 40.507 31.4661 31.0117 73.4384 65.7081 58.1358 48.1335
internal_count=15849 14673 9090 5583 7655 1501 6154 5707 4636 4039 222 5555 1313 360 1211 4242 152 3817 3047 2025 770 674 202 96 1673 597 573 520 356 59 472 290 60 450 1435 530 219 352 905 590 315 291 417 947 131 96 311 370 1294 1068 945 123 914 884 571 549 122 99 94 226 203 179 148
is_linear=0
shrinkage=0.05


Tree=72
num_leaves=64
num_cat=0
split_feature=73 34 65 65 36 65 65 42 26 37 65 5 65 42 71 6 71 73 73 3 2 29 66 72 27 65 48 27 71 72 6 9 0 27 27 7 10 26 72 7 28 30 25 74 60 8 7 26 39 2 7 22 65 9 71 7 52 9 7 72 29 22 46
split_gain=94.7137 47.4771 28.489 19.9536 15.2159 14.8212 10.8159 10.6899 9.86598 10.043 9.41381 9.00711 7.40867 6.18137 10.602 6.09608 6.08094 5.95183 12.2328 9.33715 6.01871 5.85188 5.81652 5.68875 5.55302 5.3929 6.71133 5.35311 5.34306 5.59773 5.08418 9.72642 5.08077 5.05805 6.18369 6.00793 5.29786 6.07867 7.24852 5.13588 5.02625 5.02126 5.01534 5.2481 8.53649 4.98121 5.10052 4.97723 4.91916 4.89827 5.22732 4.87394 6.1662 6.38893 4.86147 6.74738 5.89142 5.01249 4.85361 4.81933 4.78769 4.77015 5.85259
threshold=1.0000000180025095e-35 2.2950000000000004 0.057375565610859658 -0.84307692307692295 5.245000000000001 0.61571428571428577 0.78329670329670331 1.7550000000000001 0.50707142857142873 0.50204346285864576 -0.57833333333333325 1505.1917560094087 -0.18120857699805074 2.9050000000000007 -0.080416666666666636 1533.0744076119322 -0.11624999999999994 1.5000000000000002 2.5000000000000004 1609.4957327994796 -203.26201864224095 3.1339285714285716 2.9199857752489335 0.29041666666666671 0.50612500000000005 -0.14401433691756271 1.2350000000000001 0.46950000000000003 0.19541666666666668 -0.62708333333333321 1486.6041896485237 0.93095238095238109 1445.981411451171 0.50472222222222241 0.50950000000000017 -6.6079714779602901 1.6904761904761907 0.57527777777777789 0.12541666666666668 9.7236299303482401 3.183333333333334 0.16875293381317477 0.38750000000000007 1.5000000000000002 0.078096924372835913 1.861904761904762 4.0263837841216636 0.55414285714285716 0.15441562904111047 -17.433294999959568 -50.84483226062229 0.30785714285714288 0.0049530956848029507 0.86190476190476206 0.10291666666666667 21.146707550053865 2.6450000000000005 1.1833333333333336 -2.8501073427464685 0.11208333333333327 2.8166666666666669 0.33166666666666672 3.1150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 11 7 23 9 17 -9 28 21 25 16 -13 27 -5 49 20 -20 22 -10 -3 -21 -12 -27 -15 29 -4 31 -31 -22 36 35 -35 61 38 -38 -36 -29 -25 43 -28 -45 -32 -47 -37 -6 50 -19 54 53 -53 55 56 -11 -57 -26 -42 -33 62 -14
right_child=1 6 5 4 48 -7 -8 10 12 51 13 15 33 14 -16 -17 -18 18 19 24 32 -23 -24 41 58 26 42 40 -30 30 45 60 -34 34 39 47 37 -39 -40 -41 59 -43 -44 44 -46 46 -48 -49 -50 -51 -52 52 -54 -55 -56 57 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.037163880172040621 -0.041956695582209984 -0.028434927198933247 0.044245745184928152 0.0031303963717112999 0.0096008387671968308 0.036388008727618784 0.05414324860929897 -0.041101454119546438 0.027682561462197025 0.00012261271777411141 -0.015580543599008321 0.017899088883183947 0.020227810893487342 -0.014702943665651209 -0.0071586565988845654 -0.0021022821258763181 0.053459646549147602 0.031565073590150761 -0.023034111870919031 0.032026881973539777 0.0054380514895828111 -0.0064532509725103914 -0.023746348495051545 0.046577076242622278 0.02640684289281886 0.038736447221690444 0.0095260170479726514 0.042964269139772193 -0.0095955824205152598 0.028493087797702744 0.0074268707703290335 0.015055799290977202 -0.005039529664621646 0.016624266437902557 -0.00048321706604934653 -0.013150183686216319 -0.015149418005809987 0.018130434738325017 0.018389764055058693 0.011336303501011911 -0.02055013393772355 -0.02332452192727584 -0.0087317222948320953 -0.029025767371998541 0.018207460870699188 0.038418945491899205 -0.010144142025499139 -0.065659517116921112 0.025474704339793798 -0.0079030219063403202 -0.022329911912862262 -0.010954844755053622 0.053779438566895182 0.018018228726230039 -0.026365648553114393 0.0091445754946135153 0.043166980454205889 -0.040621758182147916 -0.0195454870202902 0.022304703661619702 -0.016046166459597912 0.0040550954413782342 0.0023541446999503545
leaf_weight=163.0782251060009 25.76622174680233 84.840115651488304 10.009762138128279 266.73162099719048 248.66205443441868 59.07135671377182 7.0048584938049308 19.372788339853287 25.161262929439545 17.402848243713379 174.78163492679596 355.43148873746395 210.22940565645695 14.619847297668455 111.78098851442337 42.66847836971283 10.144873261451719 4.6571409404277793 35.96882563829422 31.540386915206909 164.58545476198196 209.15131790935993 7.0349484384059897 5.0404235124587995 9.9736760854721087 8.4262480735778791 86.428151473402977 15.691534191370009 53.376597210764885 19.890048131346703 199.9084824770689 15.108656898140906 389.57562205195427 7.3855004608631161 245.67089553177357 10.005586683750154 63.094295755028725 35.21475525200367 21.633060842752457 146.84491083025932 9.8737947046756762 5.239777535200119 443.30494844913483 26.678989946842194 14.912961497902868 26.191049382090569 6.8133470118045798 8.2207387387752515 60.723360046744347 176.33400847017765 132.54691143333912 24.37336203455925 9.4282044768333417 86.74933847784996 15.525585561990736 9.6083275973796862 14.633603692054747 10.687771201133726 13.557424336671827 19.54933112859726 68.347929328680038 112.07784403860569 58.556258708238602
leaf_count=1176 120 361 29 738 791 244 21 88 73 50 610 1109 603 44 327 126 29 18 128 89 461 620 20 20 28 25 267 46 153 60 571 45 1096 21 700 29 180 101 62 420 29 21 1397 85 46 78 20 23 214 537 432 69 27 248 45 28 42 30 38 56 195 323 167
internal_value=0.000312601 0.00157956 0.00420831 0.00184832 0.00223974 0.0122216 -0.00778063 -0.00819347 0.000980565 -0.00182356 -0.00660226 0.0104321 0.00439758 -0.00588836 0.0023918 0.0157553 0.017669 -0.00347588 -0.00531382 -0.00137668 -0.00321415 -0.00339855 0.0164452 -0.0241785 0.0183131 -0.00788188 -0.00556092 0.0115905 0.00512954 0.00739939 0.00630255 -0.00292724 -0.0019277 0.00644515 0.0023854 -0.0214185 0.00983468 0.000670689 -0.00658601 0.00393861 0.0201112 0.0109485 -0.00621424 0.00250324 -0.0120901 0.0103979 0.0283937 -0.0368338 0.0127164 -0.0134157 -0.0205005 0.00892364 0.0149572 0.0116634 -0.0017951 0.00549429 0.0197844 -0.017062 -6.85545e-05 0.0079235 -0.0104156 0.0127206 0.0163339
internal_weight=4986.9 4823.82 3766.13 2909.31 2883.55 856.817 1057.69 1050.69 2574.16 1413.88 955.566 797.746 1160.28 936.193 181.66 398.1 69.8794 1225.47 958.739 645.201 590.13 241.348 32.1962 95.1203 55.0715 754.533 579.751 59.7345 399.646 346.269 336.26 103.347 554.161 918.933 418.128 25.6118 500.806 119.942 84.7274 392.516 45.1147 10.2802 571.325 128.02 41.592 232.913 33.0044 18.2263 309.385 313.538 137.204 188.409 120.551 111.123 67.8581 52.3326 32.0365 20.2961 23.5311 29.4231 83.4566 380.864 268.786
internal_count=15849 14673 11201 8571 8451 2630 3472 3451 7446 4104 3049 2386 3342 2961 531 1235 204 3565 2827 1840 1685 713 93 402 155 2430 1820 175 1151 998 969 300 1557 2629 1193 73 1436 343 242 1120 131 41 1795 398 131 669 98 52 1005 987 450 539 344 317 195 150 92 58 66 85 240 1093 770
is_linear=0
shrinkage=0.05


Tree=73
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 28 65 9 64 28 8 16 71 19 12 70 70 5 71 47 64 26 72 31 1 14 8 46 34 36 14 37 8 4 59 70 3 4 44 31 1 8 14 29 10 7 30 26 65 41 11 9 21 1 72 41 30 8 18 19
split_gain=195.101 173.322 152.912 167.723 70.3066 46.3352 14.7753 5.08195 3.95436 3.82189 4.70309 4.5733 4.26285 4.66062 5.36351 6.06723 6.32304 5.74269 5.90264 5.23869 4.55125 8.27623 6.02741 6.1433 5.92003 5.36945 4.79749 4.52817 4.49123 4.43646 4.14601 4.07892 5.76718 6.73458 3.81358 3.70157 7.1522 5.43035 6.76572 6.75803 5.28193 4.58337 4.45819 4.70534 5.23326 3.94423 6.653 4.97427 4.05518 3.80405 3.67392 4.23402 3.56618 3.54029 4.2949 3.90618 6.16346 7.78384 5.88712 4.54116 4.81278 3.88462 4.36988
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 8.1180555555555571 -0.07959252971137519 0.59166666666666679 0.05473684210526316 7.154761904761906 3.0690476190476201 1.5000000000000002 -0.11958333333333333 4.5000000000000009 0.22500000000000003 0.21541666666666667 0.26125000000000004 1511.1556072898177 -0.22458333333333322 1.9150000000000003 0.014558823529411702 0.46316666666666667 0.079583333333333325 0.15480030721966204 1341.2125046137342 0.77500000000000013 1.7928571428571431 5.2250000000000005 1.2850000000000004 4.4750000000000005 0.90000000000000013 0.45318330528429002 1.7928571428571431 1586.5514302404833 3.0085938828972889 -0.21499999999999994 1420.2313440607256 1467.8961785546696 8.2450000000000028 0.21960458240946049 1615.4459949787793 2.2761904761904765 0.77500000000000013 4.0500000000000007 0.93095238095238109 -8.1336215593667003 0.12092343140730231 0.54612500000000008 0.010952380952380903 2.0650000000000004 1.5444444444444447 1.5444444444444447 0.30785714285714288 1555.3717721127089 -0.13916666666666652 2.0950000000000002 0.20318851626016263 1.3166666666666669 1.0000000180025095e-35 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 8 -6 53 -8 9 10 -5 12 13 14 17 34 29 18 27 20 21 -19 23 24 -23 26 -26 -11 -22 -17 -29 -13 33 -33 -16 36 37 39 -39 -12 -37 -38 43 44 -42 46 49 -47 -48 -41 51 -30 -9 55 -55 59 57 58 -57 60 -7 -59 -63
right_child=1 2 3 4 5 6 7 52 -10 11 35 31 -14 -15 15 16 -18 19 -20 -21 28 22 -24 -25 25 -27 -28 30 50 -31 -32 32 -34 -35 -36 40 41 38 -40 45 42 -43 -44 -45 -46 47 48 -49 -50 -51 -52 -53 -54 54 -56 56 -58 61 -60 -61 -62 62 -64
leaf_value=0.040629453045355181 -0.036866878812537036 0.0121783734109146 -0.036923200522501268 0.037820204128603228 -0.037005169119397351 0.01292570577801839 -0.037220089394821763 0.0090780385965452039 -0.033057687775242199 0.047785406966423673 0.042261604664217287 -0.020042759289498127 0.048888985111131301 -0.032365477054143547 0.058641365643911571 0.021941329461418128 0.050452912557817191 -0.024139146864416473 -0.022907872474128298 0.041195194952572123 -0.041938760545139564 0.037510377277989858 -0.020320695800930141 0.051942301426720267 -0.03855341230500136 0.031926039538742207 0.0098224834310820467 0.012191839683573617 0.035297309801951213 -0.021471993309720962 -0.024799098387938315 -0.030048151282839271 0.046168949536261675 0.027576046609672944 0.017325389610314528 -0.0057329791689367283 -0.022667512050997884 -0.044151273900767056 0.014190571113351889 0.029506532598977148 0.043685493274967624 0.013271983685779804 -0.0041149980424187429 0.067752429961225227 -0.0022653833165953781 0.035634242783038617 0.021850797298639535 -0.012528398113875953 0.075677635917190872 -0.011813913114895703 -0.031630754821114132 -0.02066653897961462 -0.032825282483216374 -0.017051226580167538 0.011422628408067731 0.053282245619814407 -0.017983863233954862 0.032370275535677624 -0.0036272371593860501 -0.0099308487833607694 0.052170588648851213 0.016653506436630723 -0.031132367709585274
leaf_weight=259.88729900121689 364.79036454856396 1330.6064622551203 443.06773099303246 19.224831119179726 173.64490528404713 16.601862102746967 33.283994764089584 13.916067972779276 5.6900567114353171 8.6443163901567441 24.149756848812103 29.175257794559002 6.3021058291196814 7.2208585143089286 13.971840575337412 9.9947007149457985 6.9529558569192877 23.3629419952631 12.562017530202864 6.5304809212684622 13.941944941878317 12.890534058213232 12.693127937614916 10.666105329990385 11.329629749059682 7.8375093936920157 9.3583065271377546 219.65978305786848 7.5692270696163195 14.310879230499266 7.8454985469579688 12.352289438247684 6.9490418434143058 8.6008839905261993 9.3046739995479566 12.593849346041678 26.008889600634575 8.1818683743476885 12.65585547685623 9.7184528112411517 17.427173107862476 13.463263124227522 7.525858759880065 9.8230129331350309 9.61464875936508 6.9087176620960262 6.7834582328796387 23.931116178631783 7.2268301993608457 13.048712611198424 8.4471472948789579 6.1060888916254044 7.9942608922719947 32.489875361323357 22.356213703751564 14.807165965437891 23.361203148961067 5.590977534651759 6.5566224604845038 8.437145456671713 14.755401119589804 7.3366743624210384 13.75152514874935
leaf_count=1176 2829 3761 3408 58 1320 57 244 63 25 28 69 121 24 27 43 33 22 78 43 20 50 39 42 33 38 24 30 690 24 53 32 45 24 30 34 40 81 25 37 28 50 40 23 28 29 20 20 72 21 38 34 24 44 130 81 48 87 20 28 32 51 28 53
internal_value=-0.00106808 -0.00438012 -0.000303613 -0.0108387 -0.0006421 -0.0176725 -0.00249885 -0.0249105 0.00846357 0.00878594 0.0141541 0.00635726 0.00805728 0.00747404 0.00813691 0.022799 0.00840765 0.00602963 0.0104893 -0.00245453 -0.00474961 0.00137288 0.0105745 0.0181041 0.0093895 -0.00331821 -0.0166703 0.0122658 -0.0197124 -0.00362 0.0109162 -0.00697136 0.00669642 -0.0063945 0.0421255 0.0119778 0.00790516 0.014325 -0.00871718 0.0195572 0.0228465 -0.0104092 0.0309546 0.038114 0.0273478 0.0114483 0.0225066 -0.00173904 0.0496159 0.00582424 -0.00570497 0.0103092 -0.00621092 0.00495091 -0.00544479 0.0100783 0.00308241 0.013326 0.0358165 0.0226313 0.0313927 -0.0046836 -0.0145075
internal_weight=3531.79 3271.9 2907.11 1576.51 1133.44 394.884 221.239 55.1943 738.556 732.866 228.286 504.58 447.503 441.201 433.98 54.5351 31.2585 379.445 248.712 130.733 124.203 88.1382 64.7752 52.0821 41.416 28.5254 20.6879 236.15 36.0644 24.3056 227.505 57.0775 27.9022 20.9532 23.2765 209.061 152.077 112.605 20.8377 91.767 56.9845 39.4722 44.3907 36.8648 27.0418 67.6173 36.7775 30.8398 14.0103 22.7672 22.1225 13.6753 21.9103 166.045 54.8461 111.199 71.4042 48.043 21.3638 39.7944 31.3573 26.6792 21.0882
internal_count=15849 14673 11844 8083 4675 2286 966 351 2389 2364 679 1685 1465 1441 1414 185 108 1229 793 436 416 284 206 164 131 92 68 750 132 86 722 220 99 75 77 621 451 330 62 268 170 121 130 107 79 199 107 92 41 66 82 48 107 615 211 404 264 177 76 140 108 101 81
is_linear=0
shrinkage=0.05


Tree=74
num_leaves=64
num_cat=0
split_feature=73 36 34 36 65 73 73 2 3 11 10 73 73 42 73 6 29 7 71 27 22 52 70 66 16 30 69 8 71 4 73 26 31 31 2 7 15 5 26 37 72 37 19 55 71 3 2 73 3 37 24 30 2 72 60 66 22 71 9 27 31 66 70
split_gain=68.7741 49.6906 26.9167 12.8681 11.5661 9.1771 17.8292 9.37039 8.62811 6.55081 6.70368 6.37736 7.41201 6.01807 5.87539 6.00249 5.68136 7.16897 6.66907 7.19705 14.5556 6.36563 5.38024 5.27746 5.44983 6.67072 6.07277 6.04057 5.55095 5.04573 5.02631 4.99304 4.94439 4.87381 6.38286 6.55303 6.65335 5.77955 6.24907 5.30359 4.89573 4.8774 4.8381 7.05298 6.4361 4.72627 7.46284 4.65571 5.8045 6.22436 4.6532 4.56443 5.49051 4.52777 4.50285 4.85635 4.46041 4.45235 6.19808 4.44292 4.44034 4.38091 4.74637
threshold=1.0000000180025095e-35 3.4250000000000003 2.8750000000000004 6.870000000000001 0.50016806722689089 1.5000000000000002 2.5000000000000004 -252.94817651317575 1583.6509783213685 0.51666666666666672 3.0690476190476201 1.5000000000000002 2.5000000000000004 1.635 3.5000000000000004 1465.7978521122714 5.0500000000000007 14.239369247726019 -0.21791666666666662 0.50683333333333336 0.21111111111111114 2.4750000000000005 0.21874999999999997 3.2029411764705888 1.5000000000000002 0.17871660859465732 0.83000000000000007 1.0333333333333337 -0.4137499999999999 1448.6551747652195 3.5000000000000004 0.59050000000000014 0.23693957115009742 0.10930934873949581 -61.791432776044637 -11.561466264794033 0.90000000000000013 1484.8216667153563 0.57881944444444455 0.37988300967407834 0.39666666666666672 0.4331304618407682 1.0000000180025095e-35 1.8150000000000002 -0.33499999999999991 1646.6363078245329 54.877256556317327 3.5000000000000004 1691.8654496131287 0.73230322805871739 0.77500000000000013 0.16720430107526876 -103.30059900378147 -0.48666666666666658 0.057088340494627111 2.7467948717948727 0.15476190476190474 -0.19999999999999993 1.5166666666666668 0.59414285714285719 0.16722595078299773 3.4721485411140587 0.17291666666666664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 22 16 -8 14 56 -11 -3 -13 57 23 -16 -7 18 19 60 -21 -20 33 24 25 31 27 -27 -26 -30 61 -9 53 59 40 -36 37 39 -39 -37 41 51 43 -32 -45 -44 -47 48 -5 -50 -29 -35 -53 -17 55 -34 -10 58 -4 -2 -18 62 -14
right_child=1 3 13 47 -6 6 7 8 9 10 -12 12 30 -15 15 32 17 -19 21 20 -22 -23 -24 -25 28 26 -28 50 29 -31 42 -33 54 34 35 36 -38 38 -40 -41 -42 -43 45 44 -46 46 -48 -49 49 -51 -52 52 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
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leaf_weight=124.62884261459112 116.32859814167023 171.52403628826141 8.6919556260108966 67.270710960030556 36.235615029931068 462.53391900658607 41.733505606651306 319.86763121187687 10.173260286450388 201.4939720928669 11.144487142562864 147.92927823960781 151.22871628403664 580.46159559488297 11.490406617522238 62.185601130127907 5.9528170526027697 14.678651630878447 73.03472326695919 6.1183705031871822 10.627985611557959 39.008788153529167 55.780716046690941 41.502309173345566 7.5266054719686499 24.319190263748169 7.2258698344230643 61.490501269698143 6.065957933664321 46.342463612556458 63.442243829369545 15.615504398941992 11.064901605248453 105.79031783342361 16.028373897075653 9.624389052391054 47.452586427330971 154.76039776206017 16.171940699219704 7.1305533349513999 8.2236050069332105 7.4988341182470313 106.81680057942867 4.6569669097661963 10.557521775364874 7.683185979723933 11.92600007355213 55.447948679327965 5.64895351231098 3.6092534437775612 16.927428469061852 17.949215918779377 13.710754275321959 510.90531143546104 34.926532790064812 8.125137120485304 10.72450417280197 63.713303685188293 12.030648797750471 6.8370106518268576 6.6408145576715469 8.469550281763075 32.52987702190876
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internal_value=0.000510309 0.00159326 0.00432098 -0.00921768 0.00210105 0.00248288 0.00092825 0.003941 0.00325428 -0.00553002 -0.00815526 -0.00657588 -0.00922115 0.0133322 0.00498462 0.00172758 -0.00618654 0.00206273 0.00551571 0.0267367 0.0482117 -4.12886e-05 0.00802519 0.00878846 0.00738092 0.00928548 0.0199728 0.023089 -0.00677406 -0.0125406 -0.00566397 0.00578242 0.00238365 0.00646364 0.0038111 -0.00109473 0.00101386 -0.00321516 -0.00596216 0.0248095 0.0118555 0.00972636 -0.0111087 -0.00137238 0.0292014 -0.0171662 0.00539706 -0.0235653 -0.0155716 0.0215468 0.0298407 0.0118687 0.0285242 0.00374784 -0.012063 0.00739456 0.0211823 0.0258044 0.00567211 0.0151717 -0.00181955 0.000144812 -0.00147569
internal_weight=4337.24 4212.61 3363.87 848.741 2698.97 2662.73 2079.45 1460.85 1419.12 233.536 212.638 716.764 545.24 664.898 1185.58 638.698 618.596 156.062 141.383 29.34 16.7464 112.044 583.287 546.883 505.381 445.446 109.963 102.737 59.935 52.4084 397.311 335.483 627.207 527.507 404.341 251.168 235.14 187.687 170.932 16.7549 153.173 144.949 205.083 78.6567 15.2145 126.426 19.6092 131.977 76.5289 9.25821 78.4179 137.45 31.66 573.091 54.1166 19.19 20.8978 84.4359 20.7226 123.166 12.5936 192.228 183.759
internal_count=15849 14673 10769 3904 8881 8683 6976 4623 4502 811 745 3007 2412 1888 3691 2097 2353 560 496 102 57 394 1707 1594 1473 1290 319 297 183 159 1644 971 2051 1542 1185 754 706 565 516 49 431 408 960 360 63 600 92 897 502 60 227 384 88 1873 178 61 66 256 59 357 45 684 656
is_linear=0
shrinkage=0.05


Tree=75
num_leaves=64
num_cat=0
split_feature=73 40 65 65 2 65 65 65 38 36 2 69 29 70 35 65 73 73 23 64 49 4 28 42 30 8 29 29 39 12 30 11 27 20 27 28 31 73 73 6 40 51 23 23 56 10 44 59 66 71 5 19 10 20 56 14 22 56 31 8 34 3 55
split_gain=88.1057 43.1229 27.802 18.0504 14.0064 13.4211 12.2143 11.1676 9.2839 9.25646 8.89631 7.98308 7.17058 6.86431 6.61693 6.59746 6.48556 10.6108 6.39889 6.91542 6.13996 6.01245 5.86127 5.48502 5.36016 7.0895 6.09172 5.18182 5.20837 5.18134 5.24267 5.14767 5.00373 7.29141 5.37629 5.21127 7.35545 4.98711 8.01811 6.9737 6.50908 6.3199 5.74275 5.46382 5.81486 5.80718 5.2731 5.96569 5.30263 4.93896 5.97999 5.4069 5.00768 5.71398 4.87857 4.75385 6.83262 4.75127 4.74346 5.06984 4.91178 4.72786 4.72506
threshold=1.0000000180025095e-35 2.7750000000000004 0.051050454921422607 -0.84307692307692295 -15.010132369325673 0.66947368421052644 -0.49777777777777776 0.78329670329670331 0.25439933143058507 1.4750000000000003 238.88088289974965 0.69000000000000006 3.4142857142857146 0.14041666666666669 4.0950000000000006 -0.28713735558408215 1.5000000000000002 2.5000000000000004 3.6904761904761902 0.011079545454545451 1.8350000000000002 1458.1152432458664 2.1125000000000003 7.2650000000000006 0.27407290349768226 1.7928571428571431 3.9500000000000006 3.183333333333334 0.23779128751686779 0.63333333333333341 0.11330480451274071 1.4555555555555557 0.53585714285714292 1.5000000000000002 0.53316666666666668 5.2928571428571436 0.14644659377628258 1.5000000000000002 2.5000000000000004 1481.0023426536536 2.2750000000000004 1.3750000000000002 3.8660714285714293 1.6904761904761907 1.7450000000000003 1.4555555555555557 8.1350000000000033 2.6364747387384928 2.2981481481481487 -0.029166666666666646 1494.0923509511963 1.5000000000000002 0.96666666666666667 1.0000000180025095e-35 1.675 0.77500000000000013 0.38750000000000007 2.1550000000000007 0.097652668256005867 1.2583333333333335 1.8750000000000002 1462.1148245951551 1.5450000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 6 5 4 10 -7 7 -9 18 16 20 -13 15 -15 -16 22 17 -19 19 -21 -22 -23 37 -25 -26 26 -28 28 -30 54 -32 -33 33 35 -36 -37 -38 38 40 42 41 -43 -44 44 45 -47 47 62 -50 50 51 -53 61 -55 -56 -57 -58 -59 60 -61 -62 -63 -64
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leaf_weight=154.01138715445995 23.367403030395508 38.345153585076332 120.86618176102638 6.841204732656478 455.51179391145706 49.771303251385689 7.9873950481414786 9.0041095167398435 171.52602879703045 262.67448171973228 98.438887655735016 14.409830808639525 90.90581513941288 6.865129977464675 99.88649608194828 14.098734885454176 248.36346992850304 562.07878606021404 56.377806186676025 27.241234987974167 74.556673973798752 153.62108118832111 7.0574967563152295 14.445291161537169 32.798742920160294 25.880180984735489 79.351327046751976 29.72878634929657 28.037909165024757 19.537831827998165 507.36542099714279 33.256506964564323 112.57316967844963 24.053401082754135 8.6619850397109968 7.1983104944229117 32.085988014936447 27.261652857065201 349.07397386431694 9.8035140335559863 117.74572190642357 12.582858651876448 32.52687007188797 120.14206127822399 20.246303200721741 21.960202872753143 14.881100594997408 40.990232050418854 16.025527641177177 7.7614343762397793 13.70617553591728 57.987743958830833 63.375686168670654 18.817452669143677 7.9933257848024359 18.131662845611572 7.8507722914218903 9.2955415248870832 140.75819018483162 14.012105494737623 17.544189482927322 45.401007577776909 38.23624761402607
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internal_count=15849 14673 10532 8028 7916 2504 4141 3972 2673 3941 5243 250 4672 209 2290 3303 3274 2539 2423 359 571 667 3027 1369 2064 1969 307 189 169 1918 1836 277 1662 535 1127 191 170 2987 2429 729 1700 361 648 558 464 120 1339 325 92 1102 603 206 397 77 82 94 42 552 525 69 456 320 233
is_linear=0
shrinkage=0.05


Tree=76
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 28 35 28 18 5 50 11 44 60 9 31 65 21 44 38 70 37 70 38 19 1 3 8 24 70 21 71 3 29 8 34 31 3 22 27 1 3 23 35 48 69 30 5 44 13 56 6 12 56 70 27 9 30 26 30
split_gain=180.389 166.847 141.541 162.891 66.3049 45.4741 14.1064 5.03359 3.73006 3.6406 3.75293 6.84037 4.37466 3.56444 3.56438 3.45501 3.96932 3.52454 3.41668 4.29468 4.69052 5.91994 5.57749 7.21902 5.01808 4.96161 6.03778 5.01201 7.01536 4.92827 4.2057 3.72408 3.70481 3.61129 6.01594 6.23385 6.15742 4.98243 5.17242 4.68649 10.5089 5.30908 4.01413 5.13482 4.40834 3.92816 6.43193 6.36891 4.69086 4.40746 4.29166 3.84828 4.65746 4.2852 4.92614 4.26776 5.93623 6.25283 4.78187 6.25068 4.9703 4.77591 4.71732
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 8.1180555555555571 6.4050000000000011 7.2111111111111121 2.5000000000000004 1565.6629877324083 1.6650000000000003 1.1833333333333336 11.625000000000002 0.058149767143676707 3.2111111111111117 0.13057686842853081 -0.41358974358974354 0.30785714285714288 8.8250000000000011 0.22127008644976998 0.063749999999999959 0.46126368124539191 0.18958333333333327 0.32448921091371785 3.5000000000000004 1527.2076041722053 1586.4375291090466 2.6214285714285719 0.58571428571428574 0.40625000000000006 0.38750000000000007 -0.091249999999999928 1410.6155123601543 3.7888888888888892 2.6214285714285719 2.7250000000000005 0.16141439205955332 1540.834977484679 0.23611111111111113 0.40527777777777779 1487.2078974105445 1531.3535175602676 1.6125000000000003 2.7950000000000004 1.6150000000000004 0.45000000000000007 0.15208695652173912 1552.8048631457993 9.9350000000000005 1.0000000180025095e-35 1.7350000000000001 1504.7252493873618 1.0000000180025095e-35 1.655 -0.17291666666666664 0.57236111111111121 1.0333333333333337 0.10822072072072071 0.46211111111111119 0.094228634850166457
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 3 4 5 6 7 14 -10 -11 11 -13 -14 -15 -16 16 -18 -19 32 20 22 31 30 -25 29 26 -28 -29 -30 -31 -32 -33 -34 34 37 36 39 -39 -40 41 -42 -43 43 -45 -46 50 47 -49 -50 -51 -52 52 -54 54 -56 58 -58 -59 59 -61 61 -63 -64
leaf_value=0.040086456191253693 -0.036720019766479504 0.037670035351193912 -0.036777086788184518 0.0084742787417214777 -0.036864324522147877 0.0049192146842800188 -0.037070152818336623 0.014594356926858471 -0.032560848734420285 -0.022279476940179538 0.075489717104852555 0.0038902905137651374 0.046296565126439398 -0.022525813514929147 -0.025903521429389727 0.04543839682255027 0.0078361637645681485 0.041560511314380814 0.038490717725840555 0.030087724003135891 -0.03228918289637342 0.021703069736483893 0.010636420404874985 0.027764627491663238 -0.013482457176820468 0.031413816227937881 -0.028813808914796554 0.053979296324640651 -0.0076971608707231652 0.032543600052340284 0.04339093122721633 0.067136886328031692 -0.02521955848524908 0.033006186208680378 0.065866885823961718 -0.022289349811819154 -0.047609779266627246 -0.01482337359203615 -0.011763196196559371 0.035218450910088031 0.027249171849171635 -0.012809528935746576 0.022328817638373591 0.035111998534098826 -0.018903551412627565 -0.019046839185083972 -0.022254507715498299 0.021284990043672652 0.061637412494449928 -0.0080919772088071922 0.036368213204854428 -0.039979763192615286 -0.00041478017892241303 0.024654203158177707 0.0066399589108023811 0.010800150848109601 -0.035115930715912701 0.014351476926634944 -0.032816439154538579 0.0085458387285963396 0.017786377560766654 0.00011729923198355949 0.042748571140578256
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internal_value=-0.00109149 -0.00423373 -0.00026869 -0.0105204 -0.000539937 -0.0172832 -0.00230807 -0.0245195 0.00825258 0.00856206 0.00896481 0.035006 0.00846668 0.00805933 -0.00592918 0.0116913 0.0289156 0.0113148 0.0110913 0.0145413 0.0135357 0.0207106 0.00984138 -0.0136006 0.0170128 0.0222535 -0.00249095 0.0271479 0.0216864 -0.00111878 0.0118782 0.0473278 0.00917792 0.00950142 0.0153619 0.00550192 -0.00100353 0.0230144 0.0259478 0.00926321 -0.0101844 0.0219412 0.0292401 0.0263798 0.00983398 0.00763316 0.0189751 0.0041115 0.0348764 0.0215444 0.00624837 0.0056091 -0.00762165 0.00694175 0.013699 0.00374348 -0.00701092 0.000282477 0.00669211 -0.00999393 0.0094053 0.00557639 0.0236934
internal_weight=3485.35 3238.25 2886 1553.98 1125.98 387.7 219.688 53.9342 738.283 732.727 723.282 13.5756 709.707 702.146 21.737 1332.02 28.4914 1303.53 1293.97 461.632 442.398 150.365 292.033 23.3456 132.024 102.42 16.9131 85.5071 71.046 29.6035 268.687 18.3415 832.335 824.58 199.325 87.1002 70.4395 112.225 104.151 47.5195 18.753 28.7665 95.7878 88.8491 30.6927 625.255 68.0339 35.1643 32.8696 21.9396 557.221 545.641 49.9297 495.711 159.251 336.46 72.3998 57.4827 264.061 36.9317 227.129 179.127 48.0021
internal_count=15849 14673 11844 8083 4675 2286 966 351 2389 2364 2306 47 2259 2233 107 3761 82 3679 3652 1288 1235 413 822 78 363 281 47 234 195 82 744 50 2364 2342 566 251 205 315 290 138 54 84 267 248 87 1776 191 101 90 60 1585 1550 145 1405 449 956 205 162 751 108 643 510 133
is_linear=0
shrinkage=0.05


Tree=77
num_leaves=64
num_cat=0
split_feature=73 36 39 36 65 7 73 73 73 6 0 73 73 65 74 1 56 65 21 70 3 31 5 30 66 11 9 71 11 17 20 71 31 3 40 1 8 69 0 65 30 31 66 31 30 73 73 3 40 71 65 60 4 20 19 46 11 36 8 30 18 37 65
split_gain=64.1374 44.9718 24.2676 12.2459 9.56021 9.14472 8.06528 16.0591 8.76876 6.56737 6.20937 5.90556 6.96248 5.80258 6.90089 5.57164 5.52682 5.37079 6.54485 5.33099 5.19285 5.11516 5.24909 7.96953 5.92038 5.21981 6.80431 6.40519 5.3522 5.40135 4.95354 4.94947 4.91683 5.16912 7.16007 4.90811 7.18992 7.56285 5.17989 5.93763 4.82351 4.73535 4.95203 4.69021 4.72726 4.6876 4.65608 5.51866 5.8601 4.64379 4.61244 7.68849 5.6279 5.62686 4.59704 6.57893 4.85106 4.78914 4.59454 5.77204 5.19655 4.51795 5.23364
threshold=1.0000000180025095e-35 3.4250000000000003 0.41938987225129032 6.870000000000001 0.45651821862348174 -59.834558575198905 1.5000000000000002 2.5000000000000004 3.5000000000000004 1469.1777054906695 1315.3127278421805 1.5000000000000002 2.5000000000000004 -0.059610389610389593 1.5000000000000002 1758.8486853392994 2.1150000000000007 -0.34481203007518796 0.18333333333333332 0.3370833333333334 1570.1354929791553 0.081190947044605513 1517.119971512396 0.17871660859465732 3.2168037602820214 1.9309523809523812 0.7238095238095239 0.036249999999999956 1.1833333333333336 1.0000000180025095e-35 1.0000000180025095e-35 -0.17666666666666661 0.11706919685643087 1511.6171906667339 2.5950000000000002 1513.2308025293607 1.3166666666666669 0.23000000000000001 1596.0720027243331 0.14316489361702123 0.13586239961644489 0.12254524451289946 3.2554347826086958 0.23693957115009742 0.27801932367149768 3.5000000000000004 3.5000000000000004 1691.8654496131287 1.5250000000000001 0.16208333333333327 -0.22217391304347822 0.069435023138726806 1574.0673927611012 2.5000000000000004 1.0000000180025095e-35 2.6450000000000005 1.3095238095238098 3.6250000000000004 2.6214285714285719 0.13825462722712334 1.0000000180025095e-35 0.39354657356174322 0.070196078431372474
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 -2 19 15 17 -10 -11 -3 -13 14 16 50 -4 -9 35 41 43 -20 23 24 25 26 27 -23 49 32 -22 -26 -30 34 -34 36 -19 -38 39 -37 -27 -7 -43 -12 -45 -14 47 -5 -49 61 51 52 53 -8 55 56 -47 -57 59 60 -59 62 -28
right_child=1 3 13 46 -6 6 7 8 9 10 20 12 45 -15 -16 -17 -18 18 21 -21 30 22 -24 -25 31 40 28 -29 29 -31 -32 -33 33 -35 -36 38 37 -39 -40 -41 -42 42 -44 44 -46 54 -48 48 -50 -51 -52 -53 -54 -55 -56 57 -58 58 -60 -61 -62 -63 -64
leaf_value=-0.035912443627176556 0.026234198960554768 0.0018304037160167274 0.015445838681851823 -0.020116747665116966 -0.022101643261088894 0.012890805272872395 0.018089125870653127 0.026481978334373504 -0.029174428004152993 0.036879351690984524 0.0033211544584985115 -0.01819319565908073 0.0002237878458984866 0.0089256903719208067 0.029592985074488161 0.028016658800928476 -0.014462301240485066 -0.0041558219687395865 -0.020759225894193295 0.034714348083179546 0.006974958659195102 -0.04849920594987072 -0.0089513311984635493 0.019336184368662898 0.061111007974649724 -0.038226979985772361 0.0069616951295753578 0.0084582729263464659 0.029656801571597721 0.035297909700893797 -0.014342551850696642 0.0041781234861381494 -0.011637104638313953 -0.033207596831103595 0.047167166355176648 0.027365623039339572 0.0010377156146435293 0.049079583568223797 -0.0042089583712972929 -0.020039478710598049 0.00057911431063944834 0.0019998496317477372 0.03330389097878466 -0.018884387610297187 0.027542854185113048 -0.0039634608614644452 -0.034318933117732993 0.054874164688775755 -0.025303006880499152 0.014936887770850373 -0.0091399812860922455 -0.011089199235085981 -0.014082895360859949 0.072520896039449806 -0.016653140809205543 0.026902487700158809 0.054747250423645678 0.035285920008619243 0.030848006995536643 -0.030541107671427283 -0.019473095532839435 -0.035137238261375367 -0.039223639441301535
leaf_weight=117.58211241662502 39.31028214097023 171.34842871129513 150.83613562583923 65.615489393472672 40.763939522206783 183.45101457834244 31.741460174322128 35.491070449352264 19.271463260054588 11.48014912009239 522.00258266925812 145.00890946388245 191.73979394137859 447.93220055103302 89.150275588035583 11.494003444910048 17.209065139293671 68.334416106343269 22.124869510531425 17.016889303922653 36.88772089779377 11.687909334897997 64.779394030570984 88.867525100708008 7.3620612621307373 16.327281072735786 30.873075157403946 8.5443074256181699 15.625306740403174 24.477798581123352 104.31212331354618 7.9287145435810071 14.664660125970842 10.579346463084219 8.0007686018943769 98.903589636087418 16.900991797447205 15.89741115272045 18.908668383955956 7.0781846046447745 15.714872613549231 362.57898695766926 13.089552372694014 42.479066133499146 6.2953604757785788 6.1883428543806067 53.401290528476238 5.3887029439210874 3.949192613363266 25.288700670003891 484.55413436889648 49.696630001068115 11.271540150046347 5.5829990953207007 124.43949358165264 8.4952768236398679 8.1547273397445661 7.8452568352222469 5.3019610941410056 32.586699053645134 9.6763098090887052 14.283745259046553 7.6547253727912894
leaf_count=1176 116 595 430 442 220 532 116 103 82 34 1703 768 684 1275 257 37 49 198 71 49 134 35 219 254 21 50 88 25 45 70 396 23 45 32 22 274 52 47 56 23 47 1062 40 142 20 25 395 35 25 71 1885 193 40 21 600 33 32 36 21 166 47 42 23
internal_value=0.000508471 0.0015296 0.00411914 -0.00882287 0.00192532 0.00230075 0.0019346 0.000428604 0.00335371 -0.000367312 0.000400053 -0.00625611 -0.00882474 0.0123626 0.0183484 -0.00645684 0.012383 0.00756475 0.00648327 0.00714518 -0.000188151 0.00259875 0.00398552 0.00670748 0.00158322 -0.000668968 0.00278866 -0.0244454 0.0064269 0.0161261 -0.00877346 0.0315896 0.00652345 -0.00434941 0.00912047 0.0132682 0.00508036 0.0243236 0.0198985 0.0241996 -0.0191948 0.00630611 0.00309059 0.0019357 -0.012892 -0.00538049 -0.0230367 -0.0149986 0.0209656 -0.00268212 -0.00713668 0.00273904 0.0168805 0.026231 -0.010682 -0.00118614 0.0294164 -0.00805463 -0.0134141 -0.0180975 0.00504518 -0.0111189 -0.00221443
internal_weight=4311.43 4193.85 3354.71 839.14 2649.58 2608.82 2569.51 1993.37 1399.03 742.728 723.457 710.785 539.437 705.128 257.195 594.341 168.045 656.299 620.808 576.136 711.977 394.785 372.66 307.881 219.013 203.722 171.68 20.2322 151.448 73.3479 141.2 15.2908 48.8701 33.2448 22.6654 226.023 101.133 32.7984 124.89 105.982 32.0422 559.12 375.669 570.777 48.7744 394.428 128.355 74.9534 9.3379 78.1002 582.847 98.2926 48.596 37.3245 202.688 78.2486 14.3431 63.9055 55.4102 50.1083 17.5216 52.8115 38.5278
internal_count=15849 14673 10769 3904 8758 8538 8422 6739 4447 2511 2429 3007 2412 2011 736 2292 479 1936 1833 1683 2395 1183 1112 893 639 595 498 60 438 214 530 44 144 99 67 650 297 99 353 297 97 1634 1102 1865 162 1644 897 502 60 224 2255 370 177 137 960 360 57 303 270 249 83 153 111
is_linear=0
shrinkage=0.05


Tree=78
num_leaves=64
num_cat=0
split_feature=73 39 65 65 65 36 65 65 1 0 73 73 27 28 56 35 42 72 65 3 1 3 17 48 8 23 9 26 38 31 66 27 65 8 26 28 6 29 26 27 64 2 3 0 30 30 44 9 70 72 0 38 9 6 65 56 71 4 37 25 40 70 72
split_gain=81.9869 39.0195 25.4669 18.342 13.3234 13.0415 10.0794 9.69161 9.11147 8.51724 7.88854 17.8893 7.93333 7.94438 7.37615 7.26391 7.16039 6.29538 6.24762 6.85117 5.83899 5.80438 6.84839 5.42046 5.30325 5.57471 5.35812 5.04212 4.95155 6.17249 5.30674 4.90544 4.75513 4.82952 8.15721 4.75216 5.39829 5.28794 4.82081 4.71913 4.69893 4.69216 4.62609 7.68987 7.44505 8.16342 4.88629 7.22605 6.29751 5.94538 4.59928 4.53618 6.02713 4.44527 6.48559 7.44264 5.33365 5.9209 5.64419 4.8891 4.37579 4.75464 7.45796
threshold=1.0000000180025095e-35 0.36012942082011395 0.051050454921422607 -0.84307692307692295 0.66947368421052644 5.245000000000001 0.78329670329670331 -0.49777777777777776 1767.6845169171197 1652.6480026893234 1.5000000000000002 2.5000000000000004 0.51527777777777783 2.354166666666667 1.7050000000000003 3.8550000000000004 1.7550000000000001 0.29041666666666671 -0.20801843317972349 1486.5936004597063 1386.6847428935289 1588.0351908509413 1.5000000000000002 2.3750000000000004 0.7238095238095239 3.0625000000000004 1.4555555555555557 0.43050000000000005 0.2621636439776876 0.083624708624708624 2.8297101449275366 0.53866071428571438 -0.21705882352941172 0.93095238095238109 0.55950000000000011 6.4722222222222232 1510.8861273132609 6.8166666666666673 0.57211111111111124 0.5338750000000001 0.011458333333333301 151.5201547089363 1593.0162096804431 1555.0085347538559 0.094228634850166457 0.21011448057483859 5.6850000000000014 0.86190476190476206 -0.20041666666666663 0.36499999999999999 1484.287046385756 0.24049613759675573 1.861904761904762 1486.6041896485237 0.14066176470588229 1.7850000000000004 -0.085416666666666641 1399.5699139235182 0.49435445685148433 0.30952380952380959 3.0550000000000002 -0.10999999999999995 0.39666666666666672
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 15 8 7 -3 9 10 -5 18 21 -14 -11 23 17 -9 40 39 -15 -13 50 35 -21 27 -27 -26 30 31 -22 -30 -31 34 -34 37 -37 53 -38 41 -12 -20 44 -44 -29 46 47 -46 -48 -50 -23 -7 -53 54 59 -56 58 -58 60 -4 61 -55 -63
right_child=1 6 4 5 -6 51 -8 16 -10 14 11 12 13 20 -16 -17 -18 -19 19 24 28 22 -24 -25 25 26 -28 42 29 32 -32 -33 33 -35 -36 36 38 -39 -40 -41 -42 -43 43 -45 45 -47 48 -49 49 -51 -52 52 -54 56 55 -57 57 -59 -60 -61 -62 62 -64
leaf_value=-0.036654720308440421 -0.041335267956799732 -0.035263026892863723 -0.030192755163719484 0.0057612927449349101 0.035995705755971504 0.0087924237634094769 0.051442558461690983 -0.026481222906888514 -0.022252521629106084 0.01764801474379454 -0.024658968912393678 0.0034542970547920822 -0.04089751758240813 0.02687087238103586 -0.0015941847320288399 0.020787824331004297 -0.0057950868773832646 0.01766421910898729 -0.0066764643975457481 -0.018189588245373683 0.020095312057788518 0.042784292338673528 -0.018376949478454807 -0.029645438802243452 -0.018375929633743775 -0.034233586666513396 0.0051228290253442083 -0.0333071316696072 -0.014755581770123689 -0.022971967383138225 -0.012276803805957959 0.035839160703695312 -1.7279800397678933e-05 -0.0089604989034177459 0.053084748103032542 0.047683624498545636 -0.021945102889352735 -0.02256798429142794 0.032125976716568493 -0.025821036344515061 -0.0028333595754737526 -0.046267813816538883 -0.028898894520486319 0.01401895380749154 -0.002152473267349984 -0.010979633280628051 0.046758193562158587 0.038927728975436601 -0.010809653245978268 0.037676408957240025 0.015127506846411601 0.030606221427390841 -0.022373461027301852 0.020217352768791556 0.018711302988221597 -0.018743653734451644 0.030370169730044611 0.0040478532095372154 0.031876495340427656 -0.002004931113496632 0.050276972023063117 -0.011864205256098569 0.019318287994422468
leaf_weight=145.35732720792294 24.819359868764877 31.860969021916389 21.056692361831665 504.44255535304546 50.824639320373535 248.1024834215641 7.1467251181602469 71.012337386608124 42.544339239597321 136.20501191914082 85.928409352898598 717.5929828286171 13.665559157729147 16.635574907064438 78.511259913444519 124.02650482952595 813.70945830643177 9.1121725738048536 175.52817623317242 36.318968921899796 40.492525517940521 18.992289662361145 12.642406791448591 9.599711596965788 19.982820212841034 18.840853348374367 15.985678404569624 8.3928209841251356 7.0221130251884487 43.216295376420021 18.418082535266876 15.076875567436216 57.310286492109299 199.06701980531216 8.2764252126216871 15.892450124025343 7.7296136021614101 14.521921992301939 8.8326748013496381 49.078878685832024 34.586915582418442 7.8169081211090079 20.040372222661972 21.780759692192078 13.644766092300413 24.289408132433891 8.7824515402317029 49.68085989356041 29.189366698265076 8.0705414414405805 72.096509665250778 48.402640029788017 6.0378949642181388 63.019482925534248 62.131653919816017 16.862910434603691 23.152094781398773 276.59155401587486 46.645586788654327 57.093057662248611 7.0839152038097373 43.924116134643555 34.03174039721489
leaf_count=1176 123 145 60 1410 225 802 23 317 147 405 289 2037 42 49 226 455 2619 36 537 113 118 53 36 27 61 58 49 26 20 135 52 42 165 563 23 49 22 43 26 158 111 23 60 61 40 71 25 145 85 23 209 179 22 181 185 50 67 799 144 165 20 124 98
internal_value=0.000337451 0.00146393 0.00369188 0.00146711 0.0111433 0.00182935 -0.00770862 -0.00816529 0.000698499 0.00107585 0.000212942 -0.001285 0.00219585 -0.00340115 0.0106121 0.00962552 -0.00719938 -0.0214608 -0.0081615 -0.00573095 -0.00213755 0.00505241 0.0161078 0.00767059 -0.000389717 0.00231881 -0.0161687 0.00547721 -0.00337847 -0.0057624 0.00997435 0.0197623 -0.00759457 -0.00508354 0.0066837 0.00818338 0.0268664 0.0072731 0.00689102 -0.0120506 -0.0183952 -0.00836444 0.00806953 -0.00654696 0.0123728 0.0152412 0.0210645 0.0300762 0.00867014 -0.000307513 0.020894 0.0116603 0.0247303 0.00793817 0.000612586 0.0107158 0.0102664 0.00608098 0.0167097 -0.00959987 0.0119314 0.0100046 0.00174856
internal_weight=4918.73 4773.37 3840.53 2957.51 883.02 2932.69 932.842 925.695 2630.15 2587.6 2372.89 1868.44 1240.5 419.181 214.716 832.196 893.834 80.1245 627.939 507.424 405.515 821.324 103.731 708.169 275 238.681 34.8265 203.854 388.88 329.969 58.9106 22.099 307.87 264.654 65.5867 698.569 32.4547 666.115 16.5623 232.424 120.515 183.345 183.871 41.8211 142.05 133.657 109.368 63.3256 46.0424 37.2599 91.0888 302.543 54.4405 651.593 157.144 78.9946 494.448 299.744 194.705 78.1498 148.059 140.975 77.9559
internal_count=15849 14673 11533 8793 2740 8670 3140 3117 7667 7520 6889 5479 3544 1209 631 2515 2972 353 1935 1535 1167 2335 298 2060 817 704 107 597 1118 948 170 62 886 751 188 2033 97 1936 48 718 400 560 536 121 415 389 318 185 133 108 262 1003 201 1893 460 235 1433 866 567 225 423 403 222
is_linear=0
shrinkage=0.05


Tree=79
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 65 27 27 31 38 3 21 27 29 39 27 27 72 27 70 24 72 34 26 41 1 9 31 20 29 27 27 4 35 27 38 3 2 31 11 60 3 48 59 50 65 10 3 64 3 30 29 70 31 28 44 13 31 11 24
split_gain=166.94 160.504 130.343 158.298 62.3938 44.6936 13.4634 4.99617 3.45131 3.99604 5.16966 5.14119 4.72518 3.752 3.72144 4.11605 3.57464 4.16574 4.47463 5.89495 5.87987 5.11266 4.69015 3.55937 3.4495 4.03188 5.14757 3.40461 3.53459 3.34723 3.25136 3.39211 3.91629 3.5641 4.22361 5.2114 4.96657 4.68637 4.52301 4.52922 4.28781 4.11105 3.90941 8.06573 4.31867 4.84017 4.20388 4.57216 4.57664 4.94108 3.99923 3.94803 3.85014 3.50777 5.39285 4.58907 3.91191 3.41715 5.11776 3.2711 4.05299 3.24453 3.53757
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 0.027222222222222103 0.58683333333333343 0.50472222222222241 0.1398924731182796 0.28813939765585794 1543.8872957085093 0.4642857142857143 0.54612500000000008 2.9500000000000006 0.16455130836717663 0.4870714285714286 0.47316666666666674 -0.35041666666666665 0.41950000000000004 -0.073749999999999941 0.64583333333333337 0.52708333333333346 1.3150000000000002 0.4752777777777778 2.0650000000000004 1567.6684938925684 0.51666666666666672 0.065985900891561269 4.5000000000000009 4.4722222222222232 0.36950000000000005 0.44527777777777783 1395.3019191616518 5.2350000000000012 0.45527777777777784 0.21893934024645398 1538.6112261961578 53.52155679855958 0.11639196206818692 2.3095238095238098 0.057088340494627111 1547.6815613982619 1.4750000000000003 2.7434025437780138 1.5650000000000002 -0.22901856763925726 1.3166666666666669 1497.8559014219952 0.076085526315789465 1652.4812143273246 0.18153409090909092 5.5277777777777786 0.039583333333333255 0.21353768953856223 5.3166666666666673 7.1150000000000011 0.36666666666666675 0.13864999638649997 1.591666666666667 0.88194444444444453
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 8 -6 29 -8 24 10 16 13 14 23 15 -13 -10 -18 19 20 -19 -22 -23 -12 30 26 -26 28 -9 -7 -5 33 -33 -32 35 -35 37 40 -37 41 -36 -40 44 -44 46 52 -39 48 49 -48 -51 59 -46 54 -50 -56 57 58 -55 60 -47 62 -31
right_child=1 2 3 4 5 6 7 27 9 -11 11 12 -14 -15 -16 -17 17 18 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 61 31 32 -34 34 36 38 -38 42 39 -41 -42 -43 43 -45 45 51 47 -49 53 50 -52 -53 -54 56 55 -57 -58 -59 -60 -61 -62 -63 -64
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leaf_weight=234.68499271571636 339.99665249884129 1332.3551425784826 413.21206478774548 11.851210087537764 162.44897176325321 12.188368052244185 31.122472807765007 9.289985656738283 11.241311334073542 15.163868732750414 11.106951475143438 13.398922160267835 11.094711534678934 5.5799915194511405 7.1936174631118766 9.1619319170713407 11.29630960524082 5.3864380270242611 17.071703635156155 11.888356104493139 6.3497459962964156 9.0066661462187732 13.393401473760608 6.1959950327873221 6.3364856839180019 20.646250694990158 12.986917182803152 7.6811107099056235 4.5793638229370108 79.708017647266388 6.3905270099639884 10.644810959696771 7.8116547763347617 5.6518944501876822 12.932707220315935 6.7200832515954962 9.6717125326395017 138.19394369423389 6.7986215949058524 16.621049821376801 9.5609975606203061 31.369660511612892 9.556328162550928 11.469647750258444 37.597897052764893 10.869794279336931 7.9780571460723904 6.1038458943366996 44.797377377748489 11.357350260019304 7.078400880098342 6.9094303846359244 9.6304773986339551 11.520752564072614 12.326071202754976 6.5417118966579428 6.9099904000759116 6.2261842191219321 7.4617428779602042 25.638701647520065 20.261813417077065 49.793370202183723 23.936953872442245
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internal_value=-0.00111775 -0.00409822 -0.000244008 -0.0101862 -0.000425414 -0.0168683 -0.00209068 -0.0241094 0.00804686 0.00166206 0.00414486 0.0149273 0.00429848 0.0339013 0.0146826 0.0246675 -0.00387988 9.11846e-05 0.00509749 0.0132069 0.00264682 0.0116289 0.000402834 0.0453988 0.00987563 0.0240441 0.0404589 -0.00560379 0.00918591 0.00491176 0.00881603 0.00940331 -0.0116501 0.0101741 0.00969771 -0.00196443 0.0115167 0.0123307 -0.00618639 -0.0109348 0.0345347 -0.00144822 0.0110771 0.0320605 0.0099081 0.0181991 0.00645762 -5.98441e-05 -0.00216937 0.0162571 0.00203108 0.0271944 0.00607026 -0.00725075 -0.014047 0.00837605 0.00622062 0.0153565 0.0258994 0.0315377 0.0206459 0.00691509 0.0119546
internal_weight=3439.95 3205.27 2865.27 1532.91 1119.7 380.749 218.3 52.6729 738.954 164.53 149.366 63.7321 40.8492 22.8829 29.7545 22.5609 85.6339 74.3926 63.0963 46.0246 34.1363 28.7498 22.4001 17.3029 574.424 39.9697 19.3234 21.5505 13.8693 165.627 534.454 522.603 18.4565 504.147 497.756 67.1613 430.595 420.923 61.5094 54.7893 22.4937 38.1683 398.43 21.026 377.404 110.908 266.495 128.301 122.198 26.4138 18.4358 63.6797 47.2284 95.7838 63.6652 18.8678 32.1187 25.2087 18.9825 56.7703 31.1316 153.438 103.645
internal_count=15849 14673 11844 8083 4675 2286 966 351 2389 613 549 222 146 76 104 76 327 281 227 164 124 105 84 56 1776 123 62 107 63 615 1653 1616 57 1559 1540 213 1327 1276 196 172 66 114 1210 63 1147 341 806 393 373 76 54 192 149 297 199 59 98 76 56 170 95 566 375
is_linear=0
shrinkage=0.05


Tree=80
num_leaves=64
num_cat=0
split_feature=73 36 34 42 7 34 65 2 65 3 10 73 28 73 73 73 66 73 8 21 29 53 29 72 31 65 26 1 27 42 71 9 42 23 69 6 3 13 72 9 59 4 1 72 22 70 28 26 44 26 6 5 28 65 4 6 69 28 71 27 6 71 28
split_gain=59.8323 40.7771 18.5547 15.4866 11.437 14.4251 8.70631 7.15471 6.36622 6.6023 5.67282 5.50794 5.32024 5.28447 9.03065 7.77777 5.42098 5.12708 6.50135 5.57601 7.40559 5.09353 7.00201 5.06776 5.04495 4.89107 7.74786 5.29049 4.88751 5.65403 5.28162 6.68686 4.84838 5.77497 6.72288 4.80872 6.28584 4.62815 5.21308 5.90184 6.00906 6.00232 8.59539 5.73752 8.07548 7.59035 6.45486 8.40098 5.19085 4.98457 7.92392 4.75473 4.59132 8.0654 6.58258 5.6597 6.9462 5.11663 5.5746 4.87339 5.74753 4.7061 5.23086
threshold=1.0000000180025095e-35 2.8250000000000006 3.1450000000000005 6.2350000000000012 14.239369247726019 1.9750000000000003 0.32038461538461543 -273.58719182112105 0.39884057971014492 1658.3966355413656 3.8777777777777778 1.5000000000000002 5.8452380952380958 1.5000000000000002 2.5000000000000004 3.5000000000000004 3.2029411764705888 2.5000000000000004 0.51666666666666672 0.33166666666666672 5.2928571428571436 2.2250000000000005 4.5857142857142863 -0.073333333333333237 0.22869249394673122 0.057375565610859658 0.53845238095238102 1414.3557134482619 0.48118055555555561 1.635 -0.19999999999999993 1.5166666666666668 3.4050000000000007 2.183333333333334 0.17000000000000001 1526.2462930462643 1628.5774241714205 0.77500000000000013 0.24208333333333334 1.6904761904761907 2.8737319920451134 1542.9694291221215 1473.0719476802028 -0.15374999999999991 0.23611111111111113 -0.23583333333333323 4.2928571428571436 0.53414285714285725 10.275000000000002 0.48211111111111116 1495.5229579581912 1506.3058795122361 3.5634920634920646 -0.047717391304347843 1564.8814050550047 1504.7252493873618 0.55000000000000016 3.4365079365079372 -0.3824999999999999 0.44950000000000007 1509.761237096677 0.30875000000000002 3.7321428571428572
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 3 28 -5 5 -7 21 10 9 -11 -12 17 -14 14 15 -17 -18 25 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31 -32 -33 33 34 -36 36 -38 -39 48 40 -42 42 -44 46 45 51 47 -49 -50 50 -52 -53 53 55 57 56 -58 -59 -60 60 -62 -63 -64
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leaf_weight=110.87266281992197 43.058778792619705 10.101274788379671 56.74437803030014 139.35349829494953 246.27868004143238 91.946989566087723 30.500491350889206 401.73593953251839 35.23109544813633 3.835465431213378 10.609037056565283 25.744643852114677 53.768800050020218 233.21339268237352 274.32045193016529 309.55975250899792 29.579443290829659 205.69551622867584 380.30752483010292 11.342663228511809 6.8114194869995108 4.6166950911283493 18.121760778129101 6.994737423956396 9.7861742675304395 10.02808630466461 31.892359390854836 110.85693672299385 7.6415959596633938 382.2710155248642 58.770162880420685 11.151887863874434 10.921454459428789 7.1927703619003278 7.9668434709310532 9.263940289616583 5.0754805058240882 10.342458829283713 59.046376645565033 39.206568464636803 10.999453142285345 11.479096472263334 32.221233949065208 14.95065653324127 8.7362029850482958 6.6490966975688917 22.043075054883957 10.546142593026159 8.3185320943593961 9.2496972829103488 9.7376038730144483 6.4495883882045746 19.262208044528961 131.44756878912449 7.9078806042671195 14.613026499748228 21.447567656636238 9.9075784683227521 57.066435933113098 33.852540552616119 139.9034775197506 12.05502465367317 175.10177840292454
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internal_count=15849 14673 9090 5583 7606 1497 6109 5847 4636 222 5693 5661 1211 4414 3534 2321 993 4527 1519 151 112 262 115 44 154 3008 480 380 1484 1323 241 54 2528 77 46 1213 67 880 846 621 164 457 141 316 104 69 212 104 225 108 62 42 2451 1634 817 1029 622 213 185 557 512 605 571
is_linear=0
shrinkage=0.05


Tree=81
num_leaves=64
num_cat=0
split_feature=73 36 65 2 65 65 65 36 7 73 73 65 31 34 73 3 3 70 65 0 26 2 34 34 31 2 31 19 8 27 7 2 25 1 66 71 31 22 1 26 30 73 8 26 29 34 9 40 31 26 5 12 2 28 11 30 51 4 30 34 5 6 71
split_gain=76.2811 35.241 20.5858 15.6192 14.453 12.0334 11.3104 10.3888 10.2545 9.27817 15.4009 8.17084 6.99084 10.022 6.68574 6.5414 9.05486 8.27231 5.90156 5.79741 6.26578 5.72839 5.57209 5.56135 5.5204 5.47259 5.36767 5.99326 5.95027 5.69128 5.40745 5.34963 6.5146 5.30118 5.22285 5.22081 5.16418 6.72266 5.04847 4.93464 5.36508 4.85156 8.29607 4.78631 5.84877 4.76148 6.04895 6.27154 5.30075 4.7593 4.69943 4.68217 4.64477 4.5832 5.68774 6.44068 6.08683 5.82336 5.72368 4.55414 4.49494 4.48356 4.48091
threshold=1.0000000180025095e-35 3.1150000000000007 -0.14902097902097897 -273.58719182112105 0.78329670329670331 -0.071923076923076937 -0.70461538461538453 6.7750000000000012 6.33409959241044 1.5000000000000002 2.5000000000000004 -0.84307692307692295 0.13244153082919916 1.9850000000000001 3.5000000000000004 1546.4085081985565 1493.3272285787891 -0.31499999999999989 0.36285714285714293 1450.3595804710876 0.50950000000000017 232.03619018164218 3.1450000000000005 4.745000000000001 0.12208672086720866 109.59485525226513 0.15121164744967755 3.5000000000000004 1.1833333333333336 0.39472222222222225 10.217902942372918 73.355622677361467 0.73214285714285732 1510.6592927182398 3.2667984189723325 -0.06916666666666664 0.09466571834992886 0.43650793650793651 1341.2125046137342 0.52950000000000019 0.12456896551724136 2.5000000000000004 1.0972222222222225 0.48387500000000006 4.1833333333333345 3.6750000000000003 0.93095238095238109 3.0250000000000004 0.25943732193732194 0.37422222222222229 1488.1719725172741 1.0000000180025095e-35 -91.475150909544695 5.2678571428571432 1.2583333333333335 0.24015503875968994 1.2150000000000001 1453.5485696492635 0.099054500044599064 3.1450000000000005 1497.0142736018506 1528.4342052570964 0.036249999999999956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 5 3 4 -6 7 21 -9 12 10 14 52 26 -15 22 17 19 -19 -20 20 24 -23 -24 -25 -26 -27 27 28 33 -31 43 -33 -34 -35 51 -37 37 -39 -40 -41 -42 -43 -44 -45 -46 -47 48 60 -50 61 -52 -53 -54 -55 56 -57 57 -59 -60 -61 -62 -63 -64
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leaf_count=1176 162 43 23 98 100 29 1593 701 134 743 1145 53 63 218 555 48 24 222 198 179 20 30 279 35 80 376 42 31 47 734 43 167 43 48 19 243 108 182 2317 29 66 82 21 181 32 53 20 20 30 454 23 48 1242 226 42 54 31 127 278 334 21 57 27
internal_value=0.000339826 0.00140173 -0.00153769 0.000413199 0.00114554 0.00771538 -0.00968162 0.0106223 0.000786376 -0.00129781 -0.00322128 0.000852965 0.00570622 0.000182896 0.000265379 -0.0112705 -0.00814137 -0.0238744 0.00841355 0.00367445 -0.00224967 -0.00816212 -0.00348841 0.00556884 0.0152247 0.00502563 0.00995939 0.00659666 -0.0106084 0.00940244 0.0194536 -0.00252009 0.00759735 -0.0212666 0.00491689 -0.0199904 0.00651316 0.00842329 0.00737043 -0.00962835 1.99961e-06 -0.00372831 0.0226963 0.0138425 -0.00415153 0.00496297 0.00325296 0.0181451 -0.000714468 0.00121462 0.0261284 -0.0181342 0.00186058 -0.00144647 -0.00374704 -0.00919039 0.00317261 0.0166213 -0.00363476 -0.00881443 -0.00963969 0.0027739 0.0105245
internal_weight=4884.4 4747.29 3239.22 2613.22 2522.68 1508.07 626.001 1059.34 2500.16 1756.19 1371.9 448.732 743.971 323.658 957.249 414.648 332.178 82.4693 883.529 108.958 86.2119 595.559 529.743 384.293 32.1619 248.404 420.313 310.381 43.5195 266.861 109.933 122.139 63.1266 32.664 427.505 90.546 375.049 339.106 829.48 41.4933 31.6275 31.943 11.2517 87.5238 25.9843 273.122 255.949 53.8433 202.106 191.252 22.7456 23.2375 438.942 457.243 377.511 211.295 166.216 55.8594 110.356 585.203 14.747 184.058 15.4586
internal_count=15849 14673 9995 7876 7507 4678 2119 3340 7407 5248 4170 1338 2159 938 2804 1366 1096 270 2639 353 279 1957 1592 1078 100 720 1221 902 126 776 319 344 177 95 1212 369 1043 945 2441 124 95 126 44 256 75 763 710 149 561 531 74 67 1295 1313 1087 609 478 158 320 1927 41 511 51
is_linear=0
shrinkage=0.05


Tree=82
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 72 60 28 12 30 28 6 24 4 5 24 26 71 65 5 10 5 9 15 44 70 66 22 23 56 65 6 8 26 56 27 3 47 3 11 44 55 27 31 29 59 40 21 65 74 71 64 64 19 69 69 37 30 0 9
split_gain=154.537 154.518 120.111 154.079 58.856 43.8665 12.849 4.9501 3.35115 3.65447 3.3013 3.53516 5.40831 5.77637 5.10323 5.27221 5.73916 6.02507 4.91435 4.47464 5.75094 5.23388 4.46418 4.19136 4.39858 4.64945 4.84434 5.02207 4.18593 4.06871 4.06125 3.71129 5.8709 3.69731 4.78237 3.64669 3.91706 3.62488 4.21824 3.38478 3.37186 3.72973 3.27333 3.24255 4.82729 3.73057 3.11904 4.00528 3.51383 3.10596 3.10005 4.33062 4.30443 4.61845 3.91558 5.33269 4.65797 3.57218 3.45552 4.37456 5.05797 7.4162 3.08433
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 -0.25041666666666657 0.069435023138726806 0.89444444444444449 0.22500000000000003 0.047394429469901155 2.7071428571428577 1467.1111238543742 0.43650793650793651 1445.1602012691753 1493.2029821813119 0.64583333333333337 0.44950000000000007 -0.072499999999999939 1.0000000180025095e-35 1500.0014996838152 1.9666666666666668 1503.7611098022164 1.3785714285714288 0.90000000000000013 9.1250000000000018 -0.31041666666666662 2.2981481481481487 0.33166666666666672 1.6125000000000003 1.7150000000000001 -1.0000000180025095e-35 1515.1660887752766 0.54444444444444462 0.52118055555555565 1.5650000000000002 0.51950000000000018 1313.4077985226997 1.675 1585.0624091625266 2.577380952380953 11.475000000000001 1.385 0.4981666666666667 0.12637628554143981 4.8944444444444457 2.9411713151518279 1.9650000000000001 0.58571428571428574 -0.29651821862348177 1.5000000000000002 -0.52624999999999988 0.022211538461538404 0.011458333333333301 4.5000000000000009 0.27000000000000007 0.59000000000000008 0.41447828392474606 0.15260706430327337 1431.1499583324987 1.2583333333333335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 43 -4 10 -6 42 -8 -9 -10 -5 12 -12 37 18 16 17 -16 -15 20 -13 22 30 24 -24 26 27 -26 -18 -22 35 32 -30 34 -25 -21 -37 -14 -39 -17 41 -28 50 -3 -45 49 -33 -48 -49 -46 51 -7 57 -54 55 58 -56 -53 59 60 61 -55 -52
right_child=1 2 3 4 5 6 7 8 9 -11 11 19 13 14 15 39 28 -19 -20 21 29 -23 23 33 25 -27 40 -29 31 -31 -32 46 -34 -35 -36 36 -38 38 -40 -41 -42 -43 -44 44 45 -47 47 48 -50 -51 62 52 53 54 56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.039131757936784792 -0.036445074362155654 0.010326102635347945 -0.036504501411312881 0.042912743847620324 -0.036592994888971102 0.036660122225191966 -0.036784533308333249 0.026962490025346755 -0.031356142182256345 0.024909172595740423 0.064895319650123337 -0.00061718979204279829 -0.031835750804145226 0.011903789078399184 0.030191543122044719 -0.02132025308818453 0.0016264129483274528 -0.024729656531508208 0.072643713867978202 0.015512917230645183 0.012079532225176605 -0.012566042919546961 0.0424947502943833 -0.022624329539980483 -0.00088828713639267783 -0.029852177240241515 -0.0010645276441725849 0.036236702353427526 0.033611594135643595 0.051150409049564485 0.016873113079310473 0.068407615069273495 -0.01673806633892419 -0.025384086877358131 0.033548594894119911 -0.032931322499558317 0.0076080188011424937 0.022194995367233693 -0.027040159257098351 0.0079779345752208214 0.061474090545410601 0.046497818725258308 -0.028457143297162941 0.060501617367336627 0.056179311710590089 -0.0052555191558444504 0.019590604671308218 0.029469971997977684 0.081067722534543238 0.010239410624692599 -0.022816484002043093 0.0072078837122045609 0.051534131137520638 -0.00023712539332145096 -0.03247287407013974 0.037422464821578863 0.015009997144265055 0.051263541747688601 -0.017933876794907006 -0.016439220396447313 -0.010474996286465373 0.062055120397171974 0.012096200845350036
leaf_weight=222.6517535597086 328.20636714249849 1298.9084801524878 399.30273144692183 6.6676655709743491 156.95993702858686 13.222203522920607 30.084345676004887 5.8435870707035091 11.686711207032202 3.8322491645812979 4.5096075534820548 24.83759842813015 12.453114971518518 6.7472375333309156 8.2197834402322787 10.222869277000425 14.299651637673376 12.723515197634695 6.575380340218544 7.619334563612937 12.56808513402939 58.300383321940899 12.208382815122603 6.5476478487253198 48.403118059039116 6.6103233247995368 9.1176220774650627 11.221236512064932 17.139929667115215 14.182654723525046 12.720002353191374 8.1806900799274427 8.7428668886423093 14.243518695235252 8.9933905899524671 24.228531360626221 7.902005046606063 11.230085402727129 7.1011736094951621 276.19171377271414 7.1592545807361594 7.5226288437843314 7.0438637584447852 7.7909568548202506 7.1380297243595141 11.770318686962126 19.644719406962395 6.6155419647693616 6.5828621983528137 7.5928758680820465 16.216920688748363 9.4271127879619616 4.5664852559566489 8.8007196038961464 16.342928975820545 11.304465532302855 7.5514051169157019 8.9880864024162275 18.585738867521286 12.757322922348974 9.8455690592527372 10.453459620475767 10.37218429148197
leaf_count=1176 2829 3663 3408 19 1320 38 244 27 61 19 13 80 42 22 24 32 46 43 19 24 38 240 35 20 160 23 28 35 52 42 37 24 28 49 28 77 23 33 23 885 20 24 32 21 21 35 61 21 19 21 68 34 16 31 72 39 29 30 68 49 35 34 40
internal_value=-0.00113493 -0.00396063 -0.000212645 -0.00986211 -0.000296255 -0.0164591 -0.00189088 -0.0237152 -0.00530996 -0.017462 0.00788956 0.00757035 0.0104225 0.00985477 0.0114537 0.0104104 0.0201629 -0.0031743 0.041882 0.0033347 0.016708 0.000493225 0.00461991 0.009523 0.0143313 0.0105125 0.0137109 0.00609859 0.0261816 0.0327941 -0.00771747 0.0314297 0.0166041 -0.00698279 0.00988219 -0.0155865 -0.0229613 -0.0110192 0.00312225 0.00693221 0.0327817 0.0204372 0.00489425 0.0107268 0.0259028 0.0157312 0.0407834 0.0339027 0.055205 0.0325001 0.00637702 0.00951789 0.00649251 0.00240951 6.40138e-05 0.00590235 -0.0174667 0.0287106 7.22547e-06 0.00797359 0.0186762 0.0335825 -0.00919734
internal_weight=3395.48 3172.83 2844.62 1511.42 1112.12 373.885 216.925 51.4469 21.3625 15.519 738.234 731.566 437.181 432.671 401.887 388.564 102.15 20.9433 13.3226 294.386 51.5883 242.797 184.497 132.027 102.243 90.0342 83.4239 59.6244 81.2063 26.7507 52.4699 66.9066 25.8828 29.7846 15.541 39.7499 32.1305 30.7844 18.3313 286.415 23.7995 16.6403 165.478 1333.2 34.2922 26.5012 41.0238 32.8431 13.1984 14.7309 158.435 131.845 118.623 100.208 95.6416 71.7473 23.8943 18.4152 60.4428 41.8571 29.0997 19.2542 26.5891
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 80 2389 2370 1387 1374 1276 1235 318 67 41 983 160 823 583 422 325 290 267 195 251 80 161 205 80 97 48 124 100 98 56 917 72 52 615 3761 98 77 125 101 40 42 583 475 437 373 357 256 101 64 217 149 100 65 108
is_linear=0
shrinkage=0.05


Tree=83
num_leaves=64
num_cat=0
split_feature=73 36 34 36 65 2 73 73 2 73 27 18 73 73 70 31 60 28 29 30 66 66 70 73 27 72 37 34 29 11 64 65 27 73 38 65 3 64 10 71 45 71 8 59 66 5 21 65 34 5 10 2 18 15 23 69 1 3 4 4 65 3 55
split_gain=55.8346 37.0663 19.6279 10.9847 7.78389 7.34149 6.72863 10.0481 7.35826 6.20269 5.51747 7.42913 5.21277 6.3292 4.8633 4.96585 5.1011 5.59578 7.51331 6.87017 6.41209 5.09607 5.32523 4.79221 4.93843 7.70625 4.74717 6.71913 4.71072 5.37065 4.80043 4.61993 4.57853 5.43624 4.63027 4.55854 4.5518 4.55496 4.53783 4.49625 4.47999 4.47803 4.47776 5.35798 4.66614 4.47398 4.47338 4.4784 4.44329 4.36311 7.13824 6.44279 4.6408 5.7856 4.35535 4.79783 4.86691 5.66532 4.35099 6.14586 5.44602 4.98898 8.31824
threshold=1.0000000180025095e-35 3.4250000000000003 3.1450000000000005 6.870000000000001 0.45651821862348174 -273.58719182112105 1.5000000000000002 2.5000000000000004 238.88088289974965 3.5000000000000004 0.52292857142857152 4.5000000000000009 1.5000000000000002 2.5000000000000004 0.3370833333333334 0.11330480451274071 0.056211301563708453 4.0500000000000007 2.683333333333334 0.10726270373921376 2.517323775388292 3.2554347826086958 -0.68708333333333316 1.5000000000000002 0.45645833333333335 0.16958333333333334 0.46126368124539191 1.675 3.4722222222222228 0.4555555555555556 0.062678571428571417 -0.57833333333333325 0.48118055555555561 4.5000000000000009 0.18587161442557223 -0.35303571428571423 1702.9124570477377 0.065416666666666665 1.3785714285714288 -0.10374999999999994 1.2450000000000003 -0.30374999999999991 1.861904761904762 2.4950960314385351 3.4422222222222225 1459.8923956279366 0.18333333333333332 -1.0000000180025095e-35 2.8150000000000004 1515.0339829673301 1.4555555555555557 93.916841680423786 3.5000000000000004 0.90000000000000013 3.3095238095238098 0.53000000000000014 1486.2561862076777 1457.9606685880744 1356.5056600664163 1443.8257622345925 0.03553359683794461 1407.6470431585847 1.6650000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 5 -2 14 28 9 31 11 42 -3 -14 15 16 -7 18 -18 -20 40 22 -17 24 25 -5 -15 35 29 38 48 -9 -4 34 -34 -28 37 58 -8 -35 -19 -29 45 -44 -45 -11 47 -21 -31 52 -51 -52 53 -47 -33 56 57 -56 -24 60 -60 62 -61
right_child=1 3 32 23 -6 6 7 8 -10 10 -12 -13 13 26 -16 21 17 20 19 46 -22 -23 36 -25 -26 -27 27 41 -30 30 -32 54 33 39 -36 -37 -38 -39 -40 -41 -42 -43 43 44 -46 49 -48 -49 -50 50 51 -53 -54 -55 55 -57 -58 -59 59 61 -62 -63 -64
leaf_value=-0.035583531957051474 0.020742888981825705 0.0019166771410065446 0.026191913951596226 0.076236777704869391 -0.0194761580840149 0.0418705853171253 0.040851431935301323 0.042119946371119876 -0.02397722799636411 0.041421355955795519 0.0056187508183889751 -0.023559064087403363 -0.017236370600274921 -0.039487296236959214 0.033016370161452882 0.04643471144106593 -0.029007414425575834 -0.02243629791673752 0.0029323930276525692 0.045861815494863935 0.027679395575247907 0.030929222690418354 0.025075096813071414 -0.026017597745236782 -0.021894344311004333 -0.023608510732029856 0.016594160717960858 -0.016669146377073264 -0.002202786029759297 -0.02031724791843563 0.023431085129038919 0.0045918015223393518 0.022764338372494173 0.0062474814797972185 0.0063787246394203514 -0.0080607683565443872 -0.034290596924469917 0.022868026952580483 -0.017737534279269409 0.03105777630284497 0.020564132496913978 0.020579354239221689 0.032797435375454556 -0.020441006347575445 0.02152333046232309 0.001402113215909241 0.045361963671801502 -0.0039179144608702931 0.022711743936901931 -0.0066581941443753347 0.018557676487650731 0.086833541835362418 0.032099684838813064 -0.01493541544557548 0.029402183375050212 1.3614829361102237e-05 0.031059178167048798 -0.014208443993649469 -0.0064005074001378523 0.0014543067185790889 -0.040952806614628703 0.0058972262513576693 -0.041497068049614699
leaf_weight=104.49219609051943 53.775679036974907 170.63604313135147 56.427129909396172 4.341939955949786 41.082615554332733 14.618789643049238 8.1850641220808011 9.2029359340667707 24.870954096317291 6.8068929910659781 307.71646980941296 40.143675789237022 140.31562177091837 9.6463294476270658 17.077869445085526 6.7126508951187125 7.6037302017211905 28.749898195266724 27.599473595619202 7.2501229941844967 12.87048254907131 16.074223890900612 17.838260442018509 104.17407044768333 9.4613707661628705 3.4825948849320412 19.958097875118256 10.103726491332052 484.9944571852684 115.28749014437199 7.3883422166109076 554.19058711826801 49.693251192569733 27.442307978868484 325.6539963632822 309.24566496908665 8.6775897443294507 25.270542442798615 5.5429816991090766 54.581842288374901 7.6739892959594718 40.063032880425453 6.1161505579948416 62.621095106005669 7.4078904390335074 241.03669349849224 31.923069506883621 11.990056872367857 6.3289636969566336 13.986140042543413 9.6666917353868467 5.3773133903741828 10.141399160027502 69.905653655529022 13.752389267086985 36.303963035345078 52.210913524031639 16.242182269692421 52.744434207677841 39.873964488506317 14.550212278962134 245.98226192593575 15.715115904808043
leaf_count=1176 159 595 161 24 229 42 30 31 135 20 980 151 768 36 49 19 22 87 78 20 38 48 52 789 62 22 63 38 1835 485 28 1617 154 80 920 1361 27 75 20 169 22 146 21 220 24 794 89 35 20 54 33 22 33 227 40 105 148 49 152 113 45 717 45
internal_value=0.000514879 0.00142242 0.00376584 -0.00809153 0.00212881 0.00244809 0.00208722 0.000752462 0.00299088 0.00344939 0.000406966 -0.00298213 -0.00568298 -0.00813281 0.00671 0.00595332 0.0138083 0.0107843 0.0184561 0.0230382 -0.0026572 0.00329131 0.00225178 -0.021972 0.00240925 0.031797 -0.00484922 -0.00396847 -0.00455254 -0.0125368 -0.0157007 0.00693362 0.0127541 0.0110963 0.00854806 -0.00656605 0.00154672 0.00230158 0.0171949 0.0227572 -0.0133767 0.0130774 -0.00107472 -0.0120822 -0.0160019 0.00127361 0.0338841 0.0148402 -0.018078 0.000493058 0.0190561 0.0429621 -0.00118528 -0.00227087 0.00645225 0.0151523 0.021838 0.00578685 0.000957589 -0.000208727 -0.0138713 0.00284003 -0.0106881
internal_weight=4260.8 4156.31 3334.88 821.428 2821.08 2780 2726.22 2115.43 1487.7 1462.83 780.926 473.21 699.969 529.332 610.797 593.719 150.28 135.661 86.3665 78.7627 49.2944 443.439 427.365 121.46 17.2859 7.82453 389.017 379.371 627.727 142.733 129.005 681.903 513.799 457.371 375.347 329.204 420.652 411.975 13.728 82.0242 36.4239 50.1668 433.066 76.1451 70.029 356.921 51.1632 19.2402 121.616 350.114 29.0301 15.044 321.084 310.942 672.7 118.509 82.2055 29.9946 386.704 368.866 67.2946 301.571 55.5891
internal_count=15849 14673 10769 3904 9285 9056 8897 7122 4704 4569 2579 1599 3007 2412 1775 1726 433 391 244 222 147 1293 1245 897 108 46 1644 1608 2418 583 533 1990 1484 1323 1074 1424 1226 1199 50 249 109 184 1448 265 244 1183 144 55 505 1163 109 55 1054 1021 1959 342 237 89 1124 1072 197 875 158
is_linear=0
shrinkage=0.05


Tree=84
num_leaves=64
num_cat=0
split_feature=73 39 65 65 65 36 65 65 1 26 31 1 40 35 42 28 65 29 48 10 73 73 31 27 66 24 2 26 48 22 3 27 14 10 3 71 65 70 17 72 4 2 70 10 24 30 26 27 11 31 29 66 14 28 6 29 26 25 27 36 71 4 31
split_gain=71.0183 32.1623 21.7429 16.661 12.309 10.6082 9.37305 8.65544 8.03909 7.44185 6.86568 8.17638 6.5821 6.25928 6.25309 6.25284 5.41778 5.15674 5.01687 4.96039 4.90421 6.84926 6.98794 6.29276 10.2066 6.07522 5.22969 5.24256 5.0485 5.05041 5.07474 4.81563 4.63898 6.03617 5.00395 5.62446 4.63786 5.1128 6.31393 4.81793 6.33978 4.92944 4.80936 4.9188 5.62608 4.78614 4.769 4.70088 4.64333 4.79694 4.62102 5.42594 4.52123 4.40991 5.13037 4.85255 4.53419 4.39486 4.32253 5.67825 4.63423 6.10708 5.12764
threshold=1.0000000180025095e-35 0.36012942082011395 0.051050454921422607 -0.84307692307692295 0.66947368421052644 5.245000000000001 -0.49777777777777776 0.78329670329670331 1767.6845169171197 0.50707142857142873 0.17587505087505087 1370.3961408758325 2.9550000000000005 3.8550000000000004 1.7150000000000001 1.9500000000000002 -0.18120857699805074 8.2750000000000021 2.3750000000000004 3.3452380952380953 1.5000000000000002 2.5000000000000004 0.16987298063879638 0.44612500000000005 2.3190909090909098 0.43650793650793651 -34.277745472098438 0.49707142857142861 1.635 0.43650793650793651 1512.6535792936552 0.47050000000000003 0.45000000000000007 2.0333333333333337 1452.7732286898211 -0.28124999999999994 -0.39597254004576654 1.0000000180025095e-35 1.0000000180025095e-35 0.03666666666666666 1526.7578387927747 -5.9649025117080319 -0.092916666666666634 2.378571428571429 0.30952380952380959 0.10628883449444547 0.46316666666666667 0.4870714285714286 1.5166666666666668 0.13057686842853081 3.1339285714285716 2.9199857752489335 0.90000000000000013 6.4722222222222232 1510.8861273132609 6.8166666666666673 0.57211111111111124 0.30952380952380959 0.57354166666666673 2.3350000000000004 0.012499999999999952 1399.5699139235182 0.10848043336135237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 13 8 -3 14 9 10 11 52 16 18 17 -13 50 -8 53 -12 23 26 36 24 25 -17 -22 -28 29 32 -31 -29 -25 34 -34 -36 -23 42 39 -39 41 46 43 44 -38 -46 -41 -42 49 -44 51 -11 -5 55 -55 58 -56 -43 60 -60 62 -62 -4
right_child=1 6 4 5 -6 -7 7 -9 -10 12 19 15 -14 -15 -16 20 -18 -19 -20 -21 21 22 -24 28 -26 -27 27 31 -30 30 -32 -33 33 -35 35 -37 37 38 -40 40 47 57 48 -45 45 -47 -48 -49 -50 -51 -52 -53 -54 54 56 -57 -58 -59 59 -61 61 -63 -64
leaf_value=-0.036216702460318613 -0.040802848395133103 -0.034399166340434738 -0.0011977758033391169 0.0055480182201946117 0.035009701595331448 0.010615881481905341 -0.025670940932125658 0.04988527108807659 -0.021183166860248643 0.026865608239384043 0.0048319874764619864 -0.030765299426331872 -0.018075903149714613 0.019438339908032592 -0.0053602230889622203 -0.029649111364679688 0.0064876571368326216 0.026361551945281621 -0.028822609252943211 -0.033677076536962829 -0.023782466457676787 -0.029027676995828373 -0.02858436149349804 0.028931933763242323 -0.047473897281959339 0.018492555700390989 -0.012160708321263685 0.045416505873972952 0.030295328946764562 -0.031924869641437037 0.012253970159150473 -0.0007856495446033273 0.01897035743530379 0.045206132723562227 -0.044295896039043541 -0.0017366839744297523 -0.014789674392989026 0.033383343431281999 0.01725923434642038 0.0012728984303345468 0.00097055682668170456 0.020016290376139598 -0.013433715267325348 -0.042351533445376066 0.023961496996559008 0.00093908034093694069 0.056922333972518072 -0.038617405956721446 0.00092603741879773163 -0.048849022911284977 -0.0049934773257062151 -0.023204171987364311 0.034598473531952507 0.046352589883483647 -0.021658544552318582 -0.021986217847287201 0.030970110952948104 -0.014230844035626508 0.0011464214548762037 0.033102046547407081 0.023009764265158356 -0.0022267230445637636 0.013049355632195565
leaf_weight=129.25866898149252 23.289841175079346 30.274994157254696 82.538067117333412 71.522061824798584 47.710518047213554 296.67512573301792 59.517002165317535 6.8483323752880088 41.533669829368591 24.273364007472995 406.08509086072445 22.886636838316917 32.70482574403286 120.0363344848156 818.21680603921413 9.6633962392807025 869.2444988489151 5.1758404374122611 9.5953773260116559 8.5382112264633161 77.283032521605492 14.561873257160185 24.724092230200768 22.511020928621292 15.030808895826338 20.361721336841583 138.03625822067261 7.5723209381103542 20.822373539209366 17.183036625385288 10.455327808856962 22.099820375442505 22.387556254863739 7.8243812024593344 9.399148613214491 44.598559945821762 44.628321155905724 8.8209675848484022 74.620220854878426 7.8359694778919202 12.176084518432619 13.276829302310942 24.982350587844849 6.893414855003356 28.306746855378151 111.48306015133858 7.5681460201740265 19.521254405379295 23.576079726219177 15.489764392375944 197.27551360428333 6.9629522562026969 16.479375600814819 15.508840143680574 7.7154192179441479 14.416786149144171 8.7157322466373426 31.816908717155457 23.1118553429842 34.883166342973709 27.063871428370476 209.88104033470154 268.91642597317696
leaf_count=1176 123 145 241 210 225 1003 279 23 147 71 1192 71 98 455 2670 27 2511 23 27 26 263 48 73 63 42 57 428 22 59 48 29 67 62 22 26 124 127 25 211 22 34 38 70 21 79 318 21 56 67 44 589 20 48 49 22 43 26 91 68 102 79 610 793
internal_value=0.000348022 0.0013487 0.00337808 0.00131893 0.0103192 0.00165608 -0.00704001 -0.00610909 0.000638805 0.000991265 -0.00139111 -0.00358465 0.00402813 0.00888683 -0.00654341 -0.00495126 0.00468667 -0.021508 0.0070835 0.00403898 -0.00430594 -0.00624218 -0.00271074 0.00261056 -0.0138393 0.00299846 -0.0130211 -0.00806205 0.00738667 0.00383639 -0.0152124 0.0110051 0.00876962 0.00337981 -0.00090459 -0.00914478 -0.00127501 -0.000337344 0.00622913 -0.00191877 -0.00529637 0.00419424 -0.00485376 -0.000883488 0.000666557 0.00560101 0.0286138 -0.0234102 -0.0167129 -0.0269881 -0.00216418 0.0157044 0.0109881 0.00758084 0.0257263 0.00670379 0.00625777 -0.00414755 0.00734367 0.0203673 0.00606002 0.000655791 0.00970346
internal_weight=4852.37 4723.11 3803.08 2932.98 870.093 2909.69 920.033 889.758 2613.02 2571.48 1441.02 1026.4 1130.46 822.383 882.91 938.397 1097.76 64.6928 702.347 414.623 915.511 715.274 470.282 200.237 45.0559 30.0251 244.991 167.708 155.181 134.359 27.6384 29.6721 106.721 84.2096 76.3853 53.9977 445.558 430.996 175.636 101.016 92.1952 60.4979 255.36 191.312 184.418 139.79 15.4041 31.6973 64.0482 40.4721 228.512 31.2363 88.0014 692.751 31.94 660.811 16.4312 45.0937 646.394 57.995 588.399 236.945 351.454
internal_count=15849 14673 11533 8793 2740 8670 3140 2995 7667 7520 4231 3013 3289 2515 2972 2755 3191 302 2060 1218 2684 2125 1345 559 126 84 780 517 433 374 77 89 297 234 212 150 1272 1224 498 287 262 172 726 545 524 397 43 90 181 114 680 91 258 2033 97 1936 48 129 1893 170 1723 689 1034
is_linear=0
shrinkage=0.05


Tree=85
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 11 15 2 5 26 26 44 12 9 41 35 71 30 39 69 29 64 27 8 74 34 24 6 30 8 26 23 27 59 23 31 34 29 5 71 30 72 47 41 11 22 60 23 11 11 37 28 27 3 34 0 29 4 66 8
split_gain=143.18 148.677 110.935 149.501 55.4162 42.985 12.2352 4.90554 3.34061 3.22203 4.43998 3.87813 3.54457 4.26517 4.42911 4.71105 3.26648 3.22856 4.18559 6.63769 6.83251 5.56836 4.56487 4.05333 4.71993 4.52279 3.69396 3.51595 5.72658 5.22299 4.7493 4.72445 4.99042 6.39833 4.45175 6.68117 4.90359 4.66303 6.59768 5.569 6.59642 4.66917 4.27572 4.25439 4.139 4.13862 4.08322 4.02188 4.43432 5.39303 4.01109 6.39955 3.89263 3.71924 3.69031 5.29999 5.26006 5.15689 6.97995 5.04887 5.1633 3.89554 3.6801
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 1.1833333333333336 0.55000000000000016 -82.165814253090943 1500.1691654087838 0.47316666666666674 0.50950000000000017 6.785000000000001 0.36666666666666675 3.1380952380952385 2.3550000000000004 3.6550000000000007 0.032916666666666608 0.15694376924323447 0.14833177243021581 0.25000000000000006 3.5857142857142867 0.035312499999999955 0.50267857142857153 1.9666666666666668 2.5000000000000004 3.5550000000000002 0.88194444444444453 1524.6979005492512 0.27801932367149768 0.4555555555555556 0.48387500000000006 3.1547619047619051 0.54118055555555566 2.8186716689095852 2.8660714285714293 0.12541390728476823 2.1350000000000002 5.3875000000000011 1513.6165490701612 -0.47124999999999995 0.20463493199713673 -0.21958333333333327 1.9350000000000003 2.0850000000000004 1.3095238095238098 0.18333333333333332 0.080634195075344611 4.6333333333333337 1.591666666666667 2.0333333333333337 0.42648487118533479 4.0500000000000007 0.43894444444444453 1485.4550629353178 1.8550000000000002 1503.6640724292672 4.0500000000000007 1539.3134077114294 2.5250626566416048 0.7238095238095239
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 -6 -7 -8 -9 10 -5 -12 -13 -14 15 -15 17 18 27 20 22 -22 -20 -19 25 -25 -27 30 29 42 31 32 33 -11 37 36 45 39 -39 41 52 46 -29 47 -33 -36 54 48 -44 -50 51 -38 -41 62 59 -56 -57 58 -58 60 -34 -61 -32
right_child=1 2 3 4 5 6 7 8 -10 16 11 12 13 14 -16 -17 -18 23 19 -21 21 -23 -24 24 -26 26 -28 28 -30 -31 53 44 34 -35 35 -37 50 38 -40 40 -42 -43 43 -45 -46 -47 -48 -49 49 -51 -52 -53 -54 -55 55 56 57 -59 -60 61 -62 -63 -64
leaf_value=0.038711713376651365 -0.036317133778644629 0.010281642253380061 -0.036375546601383583 0.043170354168809079 -0.036468370417388367 0.004853729051852388 -0.036652357440026082 0.01468341845193954 -0.025013223476179781 -0.011606113802086952 -0.00077905339125454237 -0.0036019356322881824 0.054229020978460413 0.024177409876713997 0.04368540622173045 -0.034910930006702284 -0.030362527511169357 -0.035596838162427702 0.038033844308329838 -0.0011557418724713309 0.0079177217609477813 0.0708743009911144 -0.016507670300212513 0.038887620156821096 -0.024473776373931645 -0.018552576556352365 0.032250634068113633 0.060136939388810151 -0.031877051573228517 -0.0039407680833971406 -0.013526413265311744 -0.0053206866181263251 0.030089116847568615 0.046917246547120567 0.047611573511923952 -0.021379077455409616 -0.012709355778171198 0.014074468034954143 -0.032942205067884173 -0.026051982564397232 0.021538338105568079 -0.013453922444821723 0.054347627030793537 -0.0048357585192405593 0.044164775373117554 0.0027415280972302391 -0.022113112286118463 0.0079965578269601528 0.036362939209885314 -0.011871215392212729 -0.025038645583830489 0.053550454939921138 0.014980609020944911 -0.019708257614933802 -0.011259706187247144 0.046781777274606626 -0.029480380235399836 0.049361509732115366 0.026391490515841737 -0.00066917160833054542 -0.020687791261744512 -0.043745815991378501 0.024816266838507225
leaf_weight=211.02869975566864 316.7500176243484 1334.202829644084 385.51194132864475 13.269012629985808 151.78416097164154 165.03449188917875 29.082239493727684 10.673825889825823 10.52633400261402 7.4971528798341778 34.204570509493351 10.70625491440296 11.478588178753851 7.9065113961696643 9.2525255978107435 5.88344756513834 5.9770561456680289 9.1493550613522512 7.4412292987108213 21.015838831663132 4.6991779506206539 13.905371285974978 7.9188587367534637 10.379641473293306 12.226603522896765 11.729988142848017 5.1485912948846808 6.8639598935842505 6.4352887272834769 24.275411427021027 7.0890305638313285 6.5570340454578426 18.624229371547703 12.386458486318586 18.05007037520409 12.508136317133902 7.7151159495115298 10.252170778810976 27.41183615475893 45.808201059699059 11.110488265752791 29.902056366205215 16.120577365159988 15.182721942663191 11.883683100342749 7.1845765411853781 9.8998933508992177 23.799789294600487 18.405783250927929 8.4582499861717206 8.2371773123741132 6.9060084521770477 6.6145711988210669 6.4186439067125312 11.341073647141455 19.601526983082294 10.049868494272237 7.5296621844172469 12.596136197447775 14.856139421463014 6.8471272289752951 8.1153554618358594 53.381930790841579
leaf_count=1176 2829 3761 3408 38 1320 615 244 48 59 23 106 35 35 29 28 25 20 46 26 73 19 43 27 45 62 47 20 20 21 77 23 21 57 37 53 40 24 31 89 144 34 101 46 48 36 22 31 77 56 26 27 20 20 21 35 58 32 22 38 46 21 26 162
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internal_weight=3352.8 3141.78 2825.03 1490.82 1105.31 367.101 215.317 50.2824 21.2002 738.21 92.7009 79.4319 45.2273 34.5211 23.0425 13.79 645.509 639.532 590.898 54.9805 33.9646 18.6045 15.3601 48.6342 39.4848 27.2582 16.8786 535.917 119.542 113.106 416.375 349.486 331.045 19.8836 311.161 60.6011 48.0929 250.56 37.664 212.896 63.5333 149.363 88.8311 81.9671 18.4407 25.2346 119.461 66.7844 42.9846 26.864 22.8583 14.6211 52.4228 66.8896 109.561 61.1183 49.7772 30.1757 22.646 48.4429 25.4714 22.9715 60.471
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 2389 296 258 152 117 82 54 2093 2073 1853 188 115 62 53 220 174 112 67 1665 371 350 1294 1088 1031 60 971 186 146 785 120 665 198 467 273 253 57 75 366 205 128 82 71 44 164 206 335 185 150 92 70 150 78 72 185
is_linear=0
shrinkage=0.05


Tree=86
num_leaves=64
num_cat=0
split_feature=73 36 39 36 65 2 73 73 3 11 4 28 17 65 74 4 70 1 56 30 71 74 73 3 12 20 8 53 10 65 19 29 71 60 74 70 3 4 71 35 71 42 3 26 14 10 11 10 69 4 29 49 70 56 31 29 49 23 71 60 25 60 9
split_gain=52.1006 33.5476 17.7721 10.3438 7.5517 7.06829 6.56533 11.5137 6.96462 6.29839 5.41404 5.80208 5.40639 5.2316 6.49793 5.12429 5.0922 5.01342 4.98763 4.88228 6.48331 5.98827 4.8727 5.47989 5.71287 4.86376 4.62829 4.59072 6.11776 7.11168 6.15822 6.7911 6.37414 7.58171 6.58879 6.34398 5.96283 5.10326 7.89832 5.05529 4.89357 6.05897 5.8504 4.82499 4.76169 4.73351 4.70207 5.31804 5.9626 4.69596 4.57319 7.21519 4.84046 4.56892 4.55365 4.55034 4.68562 4.52401 6.32054 5.43342 4.50905 5.17304 4.48674
threshold=1.0000000180025095e-35 3.4250000000000003 0.41938987225129032 6.870000000000001 0.50016806722689089 -310.68858666215129 1.5000000000000002 2.5000000000000004 1583.6509783213685 0.51666666666666672 1540.270214827304 6.2928571428571436 2.5000000000000004 -0.059610389610389593 1.5000000000000002 1575.4476722260067 0.21874999999999997 1758.8486853392994 2.0550000000000002 0.25098425196850399 0.24541666666666667 1.5000000000000002 3.5000000000000004 1691.8654496131287 0.36666666666666675 2.5000000000000004 1.0333333333333337 2.2550000000000003 2.5694444444444451 0.17384164222873885 4.5000000000000009 3.4365079365079372 -1.0000000180025095e-35 0.078096924372835913 2.5000000000000004 -0.71291666666666653 1405.7037078419291 1442.5242179617387 -0.13708333333333325 3.0350000000000006 -0.022083333333333247 2.8650000000000007 1532.2523979464745 0.49105555555555563 0.77500000000000013 1.3785714285714288 0.51666666666666672 1.3785714285714288 0.53000000000000014 1495.3276707027751 5.4722222222222232 1.8650000000000004 0.29375000000000001 2.2350000000000008 0.12681311751103638 6.9500000000000011 2.0250000000000004 2.6458333333333335 -0.18874999999999992 0.080634195075344611 0.64583333333333337 0.058149767143676707 1.4555555555555557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 26 16 17 10 -10 27 19 -11 14 18 -14 -7 -8 -4 20 -12 -22 23 -5 -25 -3 -2 28 29 30 31 57 34 36 35 -33 -34 38 54 -40 41 45 -43 -38 -44 -39 -42 48 -48 -30 52 62 -15 55 -29 -53 -57 58 59 -9 61 -20 -52
right_child=1 3 13 22 -6 6 7 8 9 12 11 -13 15 50 -16 -17 -18 -19 60 -21 21 -23 -24 24 -26 -27 -28 37 49 -31 -32 32 33 -35 -36 -37 43 40 39 -41 46 42 44 -45 -46 -47 47 -49 -50 -51 51 53 -54 -55 -56 56 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.035435406739070884 0.042499663729756748 -0.0075945683995069808 0.014426342313675634 -0.018346219473677573 -0.022498216643230401 0.0048572180952105477 -0.0061741566825379351 -0.012588583448201553 0.021192094980306848 -0.010211252788895646 0.011104061404021114 -0.018872352339496471 0.052091787845967241 0.010564359397124282 0.027487387255192942 -0.0037558505156156368 0.020569368610057627 0.027102808295302205 -0.00027296202735180953 0.034834251789023746 0.014131373002068962 -0.02483393391097068 -0.033615539650296677 0.063971490519362836 -0.015834048493016731 0.0025950685880013762 0.0028683585163243488 0.051902691459028219 0.04209127935548776 -0.030271658455700252 -0.021798860612183741 0.062864392802809116 0.065374106187311209 -0.0084374627725706235 -0.021900914671835556 0.0014705857375985271 0.001492872329739794 0.0030899745059153132 -0.0031627462699555528 0.04201061725027376 -0.014265257174041852 -0.016373494785998127 -0.014463681816587116 0.029857723957137646 0.042771009990926943 0.052463037054053877 0.043484265411518883 0.0039885223098830667 0.0049406181876811492 -0.00013048510926281666 0.045149730561360638 -0.0061274474998226063 0.049940019433625499 -0.038327160011669512 0.017054570645039586 -0.022012963107487682 0.022398900981942957 0.0061629179856408246 -0.031722259615985654 0.043232577643741943 0.020213361641748754 -0.054529377336312135 0.0078477224277320352
leaf_weight=98.431487761437893 17.707052946090702 545.93226337432861 139.03049272298813 60.717471197247505 31.810257084667683 523.66319270431995 575.02013151347637 17.236034452915195 20.598384976387024 190.12416195124388 349.18946687877178 18.060870602726936 6.9858029782772091 245.91725365817547 87.178125932812691 9.9683866798877698 57.200049951672554 11.545712590217589 10.248888611793523 19.002720102667809 16.068000137805939 25.521583020687103 48.342747114598751 4.4239316806197149 4.547694057226181 149.09269218146801 12.615429461002348 18.234782859683037 13.676841363310816 22.713468983769417 33.919441476464272 4.3501234501600257 7.5445685386657706 25.563230186700821 31.660890638828278 128.592837870121 25.301696926355362 16.099887251853946 41.852409705519676 7.2689314335584632 17.341060265898705 75.556672230362892 6.4066988825798026 36.796146109700203 8.3967576026916486 6.9501079916954032 24.332458853721619 56.345312088727951 17.075120478868484 12.70140068233013 13.274079382419584 108.947120398283 8.0607987046241742 8.6381840705871564 19.292411848902702 7.345247119665145 31.019564360380173 25.131939053535461 37.552119269967079 5.8350736647844306 8.7719253897666913 7.6892570853233329 20.527869060635567
leaf_count=1176 54 2374 403 442 195 1530 2264 60 65 686 1058 63 21 701 257 32 168 37 29 57 48 81 395 30 30 633 38 54 42 91 106 13 23 83 109 411 77 47 128 22 52 237 20 115 26 20 72 171 53 39 40 313 23 25 58 22 90 86 127 19 25 22 61
internal_value=0.000516341 0.00137143 0.00359737 -0.00773282 0.00171571 0.0020123 0.00172878 0.000361109 0.00282612 -0.00517585 0.00438117 0.00886255 -0.0077987 0.0106978 0.016437 0.0192556 0.00640446 -0.00551915 0.0106246 0.0100849 0.00888145 -0.00977981 -0.021418 -0.0129567 0.0235183 -0.00540875 0.0260114 0.00180319 -0.00156542 -0.00309529 -0.00146869 0.000526848 0.00455381 0.0148516 -0.00140232 0.0034795 0.0234001 0.00638415 0.0167165 0.00352197 0.00246612 -0.00490504 -0.0107421 0.0183005 0.0180008 0.0179771 0.00972945 0.013986 0.0275901 0.0217611 0.00742659 0.00155406 0.0118141 -0.00298513 0.0339876 -0.000912718 0.0138959 -0.0116735 -0.0190678 0.00152953 -0.00916425 -0.0235302 0.0224963
internal_weight=4236.95 4138.52 3325.46 813.057 2628.81 2597 2566.68 1985.81 1399.25 227.677 1171.57 427.843 207.078 696.649 252.919 16.9542 580.863 586.566 165.741 409.782 390.779 41.5896 118.032 69.6891 8.97163 695.025 30.3225 743.728 428.576 402.198 379.484 345.565 259.809 95.2056 164.604 132.943 69.6424 315.153 86.6485 49.1213 228.504 113.41 90.3601 62.0978 14.8035 23.05 115.094 97.7529 41.4076 26.3782 443.73 189.752 253.978 155.95 37.5272 147.312 38.3648 85.7552 60.6232 23.0711 26.7101 17.9381 33.8019
internal_count=15849 14673 10769 3904 8758 8563 8471 6773 4472 804 3668 1307 739 2011 736 53 1698 2301 479 1244 1187 129 897 502 60 3007 92 2361 1401 1320 1229 1123 831 298 533 424 215 960 262 150 698 350 283 192 46 67 348 296 125 81 1275 551 724 450 112 425 112 292 206 79 76 51 101
is_linear=0
shrinkage=0.05


Tree=87
num_leaves=64
num_cat=0
split_feature=73 40 65 65 65 65 26 65 29 73 73 42 2 28 70 65 51 28 29 50 69 72 38 71 37 14 41 30 10 40 2 6 27 55 34 12 30 65 35 30 23 31 72 2 1 11 19 15 4 9 10 54 28 44 5 3 66 41 73 42 35 4 27
split_gain=66.1223 29.0057 20.4156 14.8896 11.4786 10.524 9.88763 8.8904 8.27858 7.6737 8.57166 8.84331 6.81412 6.34968 6.20227 6.17514 6.32007 6.55092 7.21894 6.68864 5.79892 5.74667 5.7405 5.56764 5.55482 5.52902 5.48992 7.09073 6.38958 5.70878 5.6162 5.44858 5.96982 5.87834 6.11573 5.40715 6.21628 5.31673 6.08582 7.21986 9.0594 5.98542 5.55125 7.00135 5.46259 8.42888 5.24312 7.38031 6.90116 6.15481 5.39664 5.61839 6.01197 5.10994 5.08329 5.07985 5.19099 4.98653 4.89364 5.17551 8.07754 4.86734 4.86495
threshold=1.0000000180025095e-35 2.7750000000000004 0.051050454921422607 -0.84307692307692295 0.66947368421052644 -0.57833333333333325 0.46612500000000007 0.78329670329670331 3.4722222222222228 1.5000000000000002 2.5000000000000004 2.0750000000000006 -231.19227590763782 2.0500000000000003 -0.62583333333333324 -0.13132376395534293 1.2850000000000004 5.2361111111111116 4.7071428571428582 1.5850000000000002 0.79000000000000015 0.29041666666666671 0.21663580121928758 0.14791666666666667 0.50204346285864576 0.90000000000000013 2.0650000000000004 0.14509972913075597 0.96666666666666667 2.4150000000000005 135.98915112486659 1520.5150813991897 0.50211111111111129 1.7350000000000001 1.8450000000000004 0.63333333333333341 0.11639196206818692 -0.051884057971014495 3.2550000000000003 0.16990566037735846 0.87500000000000011 0.21960458240946049 -0.23249999999999993 -61.791432776044637 1331.2898296284727 1.6904761904761907 3.5000000000000004 0.70833333333333337 1600.4062477114437 1.7928571428571431 0.96666666666666667 1.0950000000000004 5.1055555555555561 10.625000000000002 1515.3003025689188 1529.3414242787119 2.0222544750846638 2.1450000000000005 3.5000000000000004 1.7550000000000001 3.5050000000000003 1519.9321665105369 0.49472222222222223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 35 -3 12 9 23 46 -11 21 -5 -10 -15 26 17 19 -19 -17 37 58 -23 25 -22 -8 28 -28 29 -16 -30 32 33 -18 -35 36 -4 44 39 40 -39 -41 43 -42 -14 57 47 48 49 -7 -49 -52 -53 -40 55 56 -25 -46 59 -12 -61 -31 -43
right_child=1 5 4 6 -6 7 8 -9 13 10 11 -13 20 14 15 16 31 18 -20 -21 24 22 -24 54 -26 -27 27 -29 30 61 -32 -33 -34 34 -36 -37 -38 38 53 41 42 62 -44 -45 45 -47 -48 50 -50 -51 51 52 -54 -55 -56 -57 -58 -59 -60 60 -62 -63 -64
leaf_value=-0.036020929528691813 -0.040758482000223702 -0.039535963791319809 -0.00098804746919463208 -0.028699584915765949 0.03570516246865537 -0.022229641197387684 0.0082089432599278117 0.047273573023707098 -0.022686815231391187 -0.014573093400815355 -0.032141437961464674 -0.0011530773980187301 0.026142916208426487 -0.015992768098779014 -0.029449978016238606 -0.00046206649373165486 0.050257761108705425 0.016255576020889007 0.0015632679068632114 0.033361019255783629 0.0058774704065778054 0.043828270972640491 -0.012748664369408413 0.011859530952306916 0.048101860646879754 0.021377632854712975 0.024798346595491266 -0.0015223291654402925 -0.0052606379767369286 -0.021758850062015448 0.023410207595493376 0.051484234010222153 -0.001722905158014268 0.024485618870976326 -0.017570576134805296 0.029740658343992917 0.010745486192472835 -0.043503334258402866 0.023599324954427962 -0.018915321034615323 0.0016499257636443544 -0.01304743011890795 -0.00049078548085978134 0.036362039878523114 -0.0026229910042537621 -0.028665403416434351 -0.0089443524952095687 0.045458299543615445 0.026005425583351584 0.0103069182391434 0.045658355006259324 0.0032783128123918628 0.044364026736899799 -0.020899344187669783 0.016071478662258786 -0.033837135984957745 -0.022111080817325577 -0.046663619259488871 -0.029396221927478868 -0.029131907301845401 0.020389166519514876 0.029602134375186429 0.033599041884482247
leaf_weight=121.79559593647718 20.605601236224174 21.953620478510857 141.05692563951015 25.692936226725578 43.586962983012199 47.028685003519058 291.8636125177145 8.2015675157308561 26.000062465667725 275.59640656411648 15.953101888298987 523.89610484242439 9.4023220539093 45.228122755885124 47.949873298406601 599.71662385761738 14.633474528789518 170.63476631045341 163.92094996571541 14.981909260153769 47.269733488559723 7.5159855782985714 11.11191603541374 28.82739482820034 9.3257071375846845 109.65518774092197 35.112011283636093 94.335191816091537 159.26101578772068 9.4655258953571337 19.132479876279831 9.8382868170738202 42.883144497871399 34.185270324349403 11.569889456033705 30.989121451973915 565.06168635189533 10.294505566358565 39.17728054523468 91.008237510919571 31.554476797580719 11.334624201059343 152.46781480312347 26.918859511613846 108.8941949903965 57.341898947954178 78.281094074249268 12.046455353498457 14.327591747045515 21.036515057086945 10.282555967569349 98.655927523970604 9.7870939373970014 7.7233506739139548 27.472537994384766 16.199112102389336 18.438545361161232 6.8305059075355521 61.607695177197456 13.031850531697271 22.369021683931351 8.9975351989269239 11.027974665164946
leaf_count=1176 112 116 421 104 214 131 874 31 76 1030 71 1556 28 134 142 1760 42 532 489 50 139 30 43 84 27 341 104 290 488 29 55 28 123 99 34 100 1769 30 121 264 94 32 439 77 326 172 238 34 41 60 29 287 28 23 85 48 55 20 288 47 81 27 31
internal_value=0.000351579 0.00129402 0.00366149 0.00157992 0.010773 -0.00522214 0.00190955 -0.00461006 0.00364668 -0.00495813 -0.00717443 -0.00406369 -0.00346717 0.00180843 0.00223822 0.00281217 0.00475784 0.00342661 0.00905684 0.000362296 -0.00242249 -0.0156517 0.010079 0.00927521 0.0128351 0.0118053 -0.00271085 0.00561704 -0.00711442 -0.0203535 -0.00218573 0.0159299 0.0125428 0.0226732 0.0138511 0.00929868 0.00840155 -0.00395361 -0.000596191 -0.00296048 0.00229716 -0.0132204 0.00453235 0.01763 -0.0109733 -0.0129898 0.00212227 0.0061863 -0.00553464 -0.0121738 0.0135711 0.0103356 0.00698634 0.0162715 -0.00189607 -0.0096738 -0.00139248 -0.00522243 -0.0198948 -0.00849618 0.00215935 0.00327071 0.00995598
internal_weight=4822.35 4700.55 3447.87 2667.17 780.695 1252.68 2646.57 1230.73 2000.3 1222.53 931.082 655.486 646.264 1507.85 1481.85 1436.62 1062.36 949.254 334.556 614.699 620.571 131.59 18.6279 492.456 56.5954 401.519 374.254 129.447 244.806 66.4129 178.393 113.11 103.272 60.3886 45.7552 737.108 706.119 563.976 381.507 334.606 221.236 113.371 210.941 58.4733 182.469 173.067 291.446 213.165 82.3928 68.0652 130.772 118.726 108.443 46.9006 90.9376 63.4651 47.2659 115.725 112.962 51.354 35.4009 18.4631 22.3626
internal_count=15849 14673 10532 8028 2504 4141 7916 4025 5989 3994 3146 2116 1927 4502 4426 4292 3157 2831 1021 1810 1823 560 73 1487 166 1215 1135 394 741 198 543 326 298 175 133 2290 2190 1657 1111 967 640 327 610 171 546 518 848 610 232 191 378 344 315 144 272 187 139 346 487 199 128 56 63
is_linear=0
shrinkage=0.05


Tree=88
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 35 11 9 72 44 55 27 28 12 30 28 6 24 4 5 24 26 72 65 13 8 66 55 10 70 66 31 3 27 30 2 4 15 29 13 56 27 27 70 3 70 70 69 71 71 52 6 1 72 1 13 26 26 20 4
split_gain=132.607 143.474 102.763 145.496 52.3484 42.1153 11.6161 4.8558 3.19242 3.38296 3.16415 3.52108 3.06941 4.44185 3.44499 3.03441 3.25926 4.89335 5.3231 4.6637 4.84314 5.21525 5.50638 4.41396 4.06928 5.38384 4.70398 4.32021 4.20609 6.38225 6.4044 4.04973 5.65132 4.34594 4.01016 3.98317 4.05431 3.88986 5.34079 3.85742 3.71952 3.52604 3.4901 3.409 3.86017 3.38659 3.196 3.06376 3.04279 4.91036 2.96736 5.85312 5.28142 5.6238 4.85163 5.71266 3.92275 3.35482 3.3062 4.48282 3.94533 3.67617 5.05068
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 3.3650000000000007 1.1833333333333336 0.51666666666666672 0.13666666666666669 11.475000000000001 1.385 0.4981666666666667 0.89444444444444449 0.22500000000000003 0.047394429469901155 2.7071428571428577 1467.1111238543742 0.43650793650793651 1445.1602012691753 1493.2029821813119 0.64583333333333337 0.44950000000000007 0.28291666666666671 1.0000000180025095e-35 0.63333333333333341 0.86190476190476206 2.4027027027027033 1.5250000000000001 1.9666666666666668 0.0062499999999999006 3.0619047619047621 0.12637628554143981 1531.3535175602676 0.46707142857142864 0.092206477732793515 -220.35410892241143 1448.6551747652195 0.90000000000000013 4.8944444444444457 0.36666666666666675 1.5650000000000002 0.51950000000000018 0.50472222222222241 0.1145833333333333 1313.4077985226997 -0.13499999999999993 -0.2987499999999999 0.79000000000000015 -0.20791666666666661 -0.12791666666666662 3.1550000000000007 1527.3876361961068 1579.6491734262988 -0.17458333333333328 1559.7649650957821 0.36666666666666675 0.48816666666666669 0.56707142857142878 1.5000000000000002 1479.2711414157482
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 12 -4 15 -6 10 -8 9 -9 11 -7 -3 -14 -15 -5 17 -17 43 23 21 22 -21 -20 25 28 27 31 -18 30 -30 32 34 -33 -26 37 -37 -23 -39 -34 46 48 -38 -19 -45 -42 -41 -22 49 -36 52 -52 54 -54 55 56 -49 58 60 -60 61 -58 -63
right_child=1 2 3 4 5 6 7 8 -10 -11 -12 -13 13 14 -16 16 24 18 19 20 47 35 -24 -25 26 -27 -28 -29 29 -31 -32 33 39 -35 41 36 42 38 -40 40 45 -43 -44 44 -46 -47 -48 50 -50 -51 51 -53 53 -55 -56 -57 57 -59 59 -61 -62 62 -64
leaf_value=0.038325113998548384 -0.036199242259022664 0.0095077103761131033 -0.036257896408364597 0.041089712279647139 -0.036347833998737214 0.012662521133660218 -0.03651874203530011 0.032861373765278833 -0.031492312264965266 -0.016831308210117902 0.0067181526521450756 -0.04249330948985483 0.057894864846306793 0.0309588002697147 -0.0052912606484753853 0.061507335514898932 -0.0017440800642465563 -0.031146637223166202 0.011418357835442787 0.028581725650992564 -0.020465804493536594 -0.022832009692708401 -0.02399713659527666 0.068750115563533346 -0.019594062429283216 -0.014249780563384657 -0.012062689254788008 0.039963481554318725 0.040592159344246211 0.057440501505779423 -0.02667440424742237 -0.01988066376781859 0.043599131340692536 0.02619220288829462 0.0015025965974939885 0.001923786463233333 0.066290169203313723 0.065940384517814671 0.015155259973945455 0.023019739295480911 0.0064906265008012366 -0.017136093933653961 0.02696584380145798 0.021014754996072048 -0.026281165414566127 0.052107516635473541 -0.0066911165763781245 0.049023314158151629 -0.0027081211027080027 0.052867099813752809 -0.012671091239352759 0.039008841732430792 0.0036942698562833342 -0.025572528108568211 0.049141120691501394 -0.022337314582921312 0.010242359856791672 0.046266183712773565 -0.040593452657561112 0.010943888432386233 -0.021794795059257001 0.011927493352065128 0.071959722986147723
leaf_weight=199.83121398091316 306.06561061367393 1300.559102460742 372.67575441300869 6.67626929283142 146.67830246686935 4.8909543454647046 28.088917002081871 7.2656624764204043 7.2916852533817282 6.4790881127119064 153.07147531211376 7.0853850543498993 7.7738374769687644 14.81783050298691 11.752118974924086 4.5564420372247687 11.064606681466101 12.231555402278902 6.7540570646524412 8.2688928842544573 10.080459445714949 5.5293964743614188 12.517334647476671 6.6752414554357529 24.63395594060421 11.529869824647902 57.476487845182419 8.1271788924932462 7.9512856304645556 14.841875180602072 6.3759485483169556 30.426650762557983 11.263345673680304 6.153542533516883 9.2512823194265312 5.6169198453426388 13.065428800880911 5.9133113324642173 41.571948572993279 13.707388013601301 7.3879299014806774 12.706852987408636 9.9309654682874662 11.29927632212639 6.9787451624870291 9.0559061318635923 26.647785037755966 8.1227823644876462 15.399754956364633 9.3610952496528643 7.8041914850473431 18.387032136321068 133.6293398141861 18.712753005325794 9.3987690806388837 11.013044372200964 25.096905149519444 6.5781670957803717 7.0293824672699001 10.554927773773668 6.0163529217243186 6.9457003325223905 7.0700182616710663
leaf_count=1176 2829 3663 3408 19 1320 18 244 29 45 33 566 31 21 42 35 13 35 42 22 24 32 17 43 19 79 39 240 25 23 43 20 100 36 20 29 19 40 18 126 42 23 40 31 33 23 26 88 24 46 29 25 57 415 76 30 36 79 20 23 37 22 21 20
internal_value=-0.0011576 -0.003693 -0.000147143 -0.00926281 -0.000102327 -0.0157071 -0.0015711 -0.0229148 -0.00475004 0.00943692 0.00478169 -0.0199685 0.00989732 0.0246514 0.0149251 0.00753409 0.0072275 0.00996242 0.00941975 0.0109468 0.00994637 0.0192784 -0.00308093 0.039916 0.00315024 0.0158724 0.000424463 0.0043225 0.0245046 0.0344615 0.010657 0.00267666 0.00656175 -0.0121303 -0.00327015 0.0249721 0.0400063 0.0168578 0.0214795 0.016869 0.0115683 0.00533712 0.049308 -0.0107156 0.00295666 0.0316126 0.00340073 0.00660978 0.0137331 0.0273364 0.00759739 0.0236098 0.00592098 9.93188e-05 0.0149869 0.0113567 0.0161501 0.0122965 0.00873328 -0.00965832 0.0158995 0.0216977 0.0422098
internal_weight=3311.72 3111.88 2805.82 1470.92 1098.24 360.851 214.173 49.1254 21.0364 13.7448 165.048 11.9763 1334.9 34.3438 26.5699 737.388 730.712 437.349 432.793 402.283 388.854 102.414 20.7862 13.4293 293.363 51.7636 241.599 184.123 40.2337 29.1691 14.3272 175.995 139.415 36.5802 71.3529 81.628 28.6133 53.0147 47.4853 68.0624 56.799 46.719 22.9964 30.5096 18.278 16.4438 40.3552 286.44 34.0121 18.6124 276.359 26.1912 250.168 152.342 97.826 88.4273 77.4142 69.2915 62.7133 17.5843 45.129 39.1126 14.0157
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 62 615 49 3761 98 77 2389 2370 1387 1374 1276 1235 318 67 41 983 160 823 583 121 86 43 558 438 120 223 251 90 161 144 215 179 144 71 98 56 49 130 917 104 58 885 82 803 491 312 282 246 222 202 60 142 120 41
is_linear=0
shrinkage=0.05


Tree=89
num_leaves=64
num_cat=0
split_feature=73 36 7 42 35 34 65 59 11 10 72 28 7 69 65 3 5 5 0 66 25 60 31 10 28 30 27 3 7 2 15 28 23 72 11 72 59 49 60 60 26 22 65 23 71 36 39 42 26 5 19 7 29 69 14 73 10 28 28 1 11 29 11
split_gain=48.5938 30.5083 14.2467 12.7663 11.9509 8.86018 7.11353 6.32525 6.0608 5.73371 5.70124 5.61659 5.53563 5.83579 5.39031 7.40167 5.22708 11.2966 6.80382 6.05212 5.66186 5.81073 5.19544 5.03188 4.97913 4.95801 4.8796 4.85569 5.36329 7.37696 5.15075 6.5566 5.08077 4.83951 6.03867 5.48159 5.36919 5.0742 4.7468 4.91905 5.0983 5.54192 4.6144 5.42732 6.18503 4.60011 6.69492 6.10912 4.56286 5.50613 4.55142 4.54994 4.526 4.64948 4.49129 4.48667 4.4502 5.18702 8.8455 6.32211 5.8088 6.06746 7.24664
threshold=1.0000000180025095e-35 2.8250000000000006 3.5243579438036936 6.2350000000000012 2.4950000000000006 4.5750000000000011 0.20916666666666658 2.5345147802959445 0.54444444444444462 2.9666666666666672 -0.043749999999999942 7.4722222222222232 17.201825303369791 0.6100000000000001 0.39884057971014492 1661.5193956903156 1488.6593237412505 1486.4863237619591 1457.8277364389871 2.6757352941176475 0.64583333333333337 0.079924068825888761 0.12337223067816672 2.378571428571429 2.4142857142857146 0.085236118318629969 0.49211111111111117 1478.2903383939004 -12.808796551070371 -87.609662584907241 0.63333333333333341 3.683333333333334 2.354166666666667 0.18791666666666665 1.0333333333333337 0.03666666666666666 2.9411713151518279 2.5050000000000003 0.069435023138726806 0.056211301563708453 0.47763888888888895 0.30785714285714288 -0.34020373514431235 1.2916666666666667 -0.37624999999999992 2.6850000000000005 0.33607703576597608 2.6550000000000007 0.50612500000000005 1490.9111651118776 2.5000000000000004 -8.7142791253838805 4.6833333333333345 0.69000000000000006 0.77500000000000013 1.5000000000000002 1.2761904761904763 5.3875000000000011 5.8452380952380958 1871.7490571067162 0.42261904761904762 6.2928571428571436 0.7238095238095239
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 9 6 7 23 -6 24 -7 16 -10 22 42 -16 17 20 33 -19 21 27 -14 -2 -4 -26 -8 28 29 32 31 -30 -9 34 48 36 37 -36 39 -12 41 -41 43 -3 -45 46 -24 -48 49 -18 -42 -32 53 -29 -46 -5 -20 59 -59 60 -58 -62 -63
right_child=1 3 4 55 8 10 26 11 12 -11 38 -13 13 -15 15 -17 18 19 56 -21 -22 -23 45 -25 25 -27 -28 52 30 -31 51 -33 -34 -35 35 -37 -38 -39 -40 40 50 -43 -44 44 54 -47 47 -49 -50 -51 -52 -53 -54 -55 -56 -57 57 58 -60 -61 61 62 -64
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leaf_weight=92.680579081177711 378.56679211556911 9.1765333563089353 17.771841794252396 23.580531403422356 18.874795615673065 110.94140666723251 29.261589780449867 57.438451826572418 174.65368866175413 8.7696756571531278 26.551445513963699 17.444563180208206 18.0858184248209 15.131616547703741 33.061243213713169 3.4301860034465781 19.539670899510387 43.079732343554497 196.41766469180584 24.18340228497982 155.31348620355129 30.88305751979351 9.6149979233741742 23.74361090362072 13.300238087773321 442.7117952555418 88.118299476802349 29.237559884786606 9.0416410118341464 15.913570567965506 8.2095112353563326 9.1307377219200117 62.218141630291939 20.758106529712677 14.533452957868578 8.0691292434930784 12.631648778915403 12.251600891351698 20.188150241971016 9.8643251955509204 8.94762831926346 7.1668101847171775 1031.7560058832169 11.196909844875334 20.480549514293671 6.5881634503602973 8.8650978207588214 14.544884398579596 10.88985539972782 11.906406059861181 7.5239151716232291 9.1710616052150709 21.517155066132545 8.5469292998313886 42.744935184717178 105.66991188377142 41.74130055308342 50.194533362984657 57.836487650871277 6.9863801896572104 327.67040675878525 13.812523603439329 74.518229201436043
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internal_weight=4214.65 4121.97 2840.87 1281.1 748.913 2091.96 1900.78 1783.4 266.359 482.554 191.184 1381.09 247.484 72.8306 1151.85 36.4914 1363.64 483.884 879.757 67.2631 416.621 261.308 57.699 402.31 473.784 456.012 117.38 230.425 171.123 135.57 35.553 18.1724 119.657 110.58 89.8218 47.4858 39.4167 26.7851 80.2423 60.0541 33.5027 17.0311 1115.35 83.5989 74.4224 39.6131 33.025 23.41 42.3359 31.4461 16.4715 17.3806 59.3016 37.7845 63.2255 129.25 769.178 572.76 108.031 464.729 457.742 416.001 88.3308
internal_count=15849 14673 9090 5583 2685 6405 5819 5383 839 1846 586 4148 783 230 4636 222 4093 1448 2645 205 1243 778 180 1235 1815 1757 436 688 510 402 108 55 352 330 267 141 117 79 240 180 100 51 4414 290 259 124 101 72 126 94 49 53 178 114 221 947 2315 1714 328 1386 1366 1243 259
is_linear=0
shrinkage=0.05


Tree=90
num_leaves=64
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split_feature=73 39 65 65 65 2 65 1 65 28 28 37 38 49 56 42 2 38 28 37 2 66 36 26 12 56 29 70 13 45 64 34 29 71 28 2 65 8 35 49 5 73 73 31 5 27 22 59 15 30 10 28 38 39 26 18 46 1 7 7 56 10 29
split_gain=61.5247 26.3385 18.3106 15.2004 11.4024 9.10624 8.74668 7.69352 7.6664 7.6333 6.78937 6.70447 6.47085 5.84065 5.64639 5.56086 5.47806 6.63876 5.33255 5.66429 5.2936 5.18452 5.31624 5.13899 5.01285 5.71075 4.98246 4.866 5.55863 4.79786 4.78116 5.63593 5.82855 5.54302 5.28817 5.4552 4.71567 5.04608 6.5945 4.86817 5.01424 4.67738 12.4693 7.43154 4.8617 4.95031 4.78772 4.78303 4.57515 7.32923 5.82025 5.12907 6.27548 5.12151 5.02526 4.8927 4.63652 4.53268 4.522 6.11303 4.46778 4.41968 4.43633
threshold=1.0000000180025095e-35 0.36012942082011395 0.051050454921422607 -0.84307692307692295 0.91500000000000015 238.88088289974965 -0.49777777777777776 1767.6845169171197 0.78329670329670331 5.5857142857142863 1.9500000000000002 0.50619471196844568 0.20637070574773184 1.8350000000000002 1.8750000000000002 1.7150000000000001 156.78373361909067 0.26740988385749764 4.0500000000000007 0.51349905733408452 -52.28584290630544 2.908134642356242 4.4450000000000012 0.40527777777777779 0.70833333333333337 1.675 8.2750000000000021 -0.17291666666666664 0.45000000000000007 1.0550000000000004 0.013933823529411752 1.9450000000000001 3.6125000000000003 0.23791666666666669 6.4722222222222232 154.27236504235864 -0.055749385749385698 2.2583333333333337 4.6250000000000009 2.0550000000000002 1530.2304798703951 1.5000000000000002 2.5000000000000004 0.20941306755260244 1510.6579116118037 0.53436507936507949 0.18333333333333332 2.8737319920451134 0.70833333333333337 0.17049859055673008 0.79285714285714304 4.0500000000000007 0.31427845919598768 0.33135922567070025 0.5661250000000001 1.0000000180025095e-35 2.7950000000000004 1346.9576433507498 4.97609433941932 -5.6275358113937264 1.9350000000000003 3.1380952380952385 3.4142857142857146
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=114.70897372066975 21.891469560563564 28.715526215732098 8.2024876028299314 52.286111101508141 30.458030238747597 92.523509621620178 57.005873039364815 34.891039714217186 6.5445241183042517 93.05543677508831 28.610052168369293 13.642870932817457 716.48519147932529 72.28601548075676 49.921443566679955 810.68173277378082 16.293897449970245 13.362472951412199 15.866366893053053 6.5598815977573386 70.204150855541229 201.49640798568726 6.7563014924526206 145.5211406648159 21.33027079701424 8.7402312904596311 5.1454325914382926 8.9203620553016645 6.5101948976516715 22.155354648828506 41.481116622686386 11.498751878738402 72.576980859041214 13.223321154713629 37.008835539221764 9.8008567392826063 102.28934974968433 15.934638530015944 7.8044268935918799 41.856821522116661 9.9197618067264539 220.14438286423683 199.69796948134899 12.404740974307058 81.604406982660294 65.318175688385963 27.640003219246864 6.5486159175634375 133.71467676758766 40.645095497369766 16.73715303838253 10.540354102849962 35.634362310171127 13.557897090911863 7.5598686039447776 42.546329081058502 10.483835518360136 72.860363230109215 19.943733096122742 7.5752425491809836 6.2267912626266471 14.295779645442961 602.0939439535141
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internal_count=15849 14673 11533 8793 2740 8670 3140 8098 2995 7950 6802 6644 2580 572 1148 2972 302 254 1339 501 838 5305 4706 461 2258 96 302 792 231 214 846 529 495 317 362 146 561 250 201 177 151 4678 3655 1323 1176 933 147 106 1023 553 470 251 145 411 219 198 142 322 106 50 148 2332 2288
is_linear=0
shrinkage=0.05


Tree=91
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 72 60 9 5 0 65 24 40 11 66 65 10 74 71 31 36 3 4 29 66 7 23 13 55 31 5 60 1 30 23 27 4 6 65 10 20 27 47 1 9 3 4 64 28 71 1 14 30 42 72 30 4 1 3 11
split_gain=122.764 138.709 96.0172 141.508 49.3008 41.2869 11.0671 4.79187 3.09116 3.49302 3.0672 4.24776 6.05486 4.9341 4.86754 4.96794 4.30846 4.17342 4.04313 4.16532 2.9985 5.00993 5.36438 4.87078 4.36074 4.24864 4.0646 4.0634 3.906 3.89542 3.63049 7.13453 5.49974 5.5292 5.41275 5.24208 4.62548 4.39835 6.31214 4.30676 7.56268 5.91503 8.44203 4.93741 6.2875 4.78012 4.29766 4.26678 4.23704 6.04786 5.61535 5.20628 6.19388 5.0795 4.51769 4.2135 4.20374 4.46366 4.20575 5.58547 4.68697 5.68851 4.1985
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 3 4 5 6 7 8 9 -11 -12 12 13 -15 -16 17 -18 -19 19 -21 21 22 23 -25 28 -27 -28 -29 -30 -31 32 -33 34 39 35 55 -38 38 46 41 47 42 -44 44 -46 -47 -48 -49 50 62 -52 52 -54 54 -56 -57 58 -59 59 60 61 -63 -64
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leaf_count=1176 2829 59 3408 2389 1320 80 244 27 61 19 20 39 32 38 19 24 25 25 30 283 45 254 308 40 20 24 28 28 22 202 78 35 21 51 34 149 92 64 22 143 85 277 21 58 86 24 48 22 246 71 28 122 107 58 61 21 292 170 31 36 29 53 96
internal_value=-0.00113959 -0.00353796 -8.24448e-05 -0.00898216 -1.23752e-05 -0.0153259 -0.00140891 -0.022538 -0.00452742 -0.0165696 0.00473939 0.00339486 0.00669223 0.000922975 0.0259012 0.0164132 0.0038305 0.0352987 0.00630064 0.00247092 0.00959486 0.0144688 0.0118769 0.00482295 0.0334009 0.00844299 0.0203454 0.0081615 0.0136635 0.0078708 0.00705316 0.0042339 0.0103059 0.0127767 -0.00180308 -0.0059975 0.0222034 0.0154734 0.00633265 0.00893471 0.0201229 0.00538567 0.000462958 -0.00218272 0.0102834 -0.0006459 0.0237101 0.0340639 0.00512073 0.00127593 0.0104384 0.0120747 0.0222688 0.00595831 -0.00837759 -0.0120274 -0.00226192 -0.011414 0.00250759 -0.00905987 -0.0175348 -0.00636485 0.015489
internal_weight=3272.09 3083.02 2787.14 1451.9 1091.49 354.757 212.979 48.0053 20.873 14.9984 164.974 158.798 136.59 105.042 31.5484 25.5787 97.9878 14.7467 92.8348 81.814 1335.24 255.237 224.501 122.481 30.7361 1080 102.02 1071.37 14.6479 1061.9 989.752 530.204 459.549 381.669 77.8798 70.7192 110.514 77.128 48.6286 271.155 65.2998 205.855 153.929 146.452 51.4983 26.2272 25.1888 39.0726 518.091 300.688 217.404 208.748 78.28 130.468 41.9307 59.1197 240.759 82.4835 158.275 52.5096 41.3432 28.7062 59.9288
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 80 615 595 515 408 107 88 370 49 345 313 3761 717 630 348 87 3044 282 3020 42 2992 2790 1494 1296 1071 225 204 304 212 134 767 182 585 442 421 144 75 70 107 1459 837 622 594 229 365 119 170 670 229 441 149 118 82 167
is_linear=0
shrinkage=0.05


Tree=92
num_leaves=64
num_cat=0
split_feature=73 36 39 36 65 2 8 59 5 66 42 1 30 69 34 10 69 39 54 23 70 66 31 73 3 40 30 65 3 27 6 31 30 29 29 56 31 65 9 3 71 23 29 73 73 22 54 20 70 52 10 71 36 40 9 48 18 70 35 25 38 35 3
split_gain=45.3395 27.6288 14.5298 9.3133 6.4561 6.30228 5.85624 7.328 6.95295 8.19231 6.64073 6.51322 5.86052 5.79365 6.81059 5.97499 5.34233 6.34376 6.02386 5.56776 10.1768 5.57347 5.33588 4.94569 5.28862 5.61331 4.91874 5.90552 5.92334 5.5812 6.3228 5.53467 6.40028 4.87275 5.51197 8.05388 5.78331 5.98686 4.83683 4.7989 5.23051 4.77594 4.98325 4.70179 5.76559 4.77564 4.69493 6.77596 4.68143 4.55775 6.4486 5.20962 4.49966 4.49262 5.06042 4.47986 4.45999 5.15507 5.28036 5.05634 6.05061 6.13195 5.96676
threshold=1.0000000180025095e-35 3.4250000000000003 0.41938987225129032 6.870000000000001 0.50016806722689089 -310.68858666215129 2.755555555555556 2.8342706772590578 1519.6512757120445 3.4128787878787885 3.5750000000000006 1472.2236738392883 0.18616051071591422 0.57000000000000017 2.0250000000000004 2.3095238095238098 0.47000000000000003 0.25253755198853084 1.4650000000000001 4.354166666666667 -0.057499999999999947 2.1972222222222229 0.22768252434999597 3.5000000000000004 1691.8654496131287 1.5250000000000001 0.16525332375134746 -0.3342156862745097 1524.1712995802093 0.41585714285714287 1493.3568759336404 0.17407773386034253 0.17529120364171907 5.2928571428571436 6.1055555555555561 2.1350000000000002 0.16722595078299773 -0.07959252971137519 1.6547619047619049 1370.0721070199022 0.32291666666666669 2.4642857142857149 7.8166666666666673 1.5000000000000002 2.5000000000000004 0.90000000000000013 1.2250000000000003 1.5000000000000002 -0.29458333333333325 2.2550000000000003 1.1222222222222225 0.0087499999999999523 3.1850000000000005 3.9750000000000005 1.2321428571428574 2.1350000000000002 2.5000000000000004 -0.011249999999999998 3.3050000000000002 0.64583333333333337 0.25251981637791504 3.6250000000000004 1595.9178403140108
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 43 5 -2 7 8 9 55 -8 13 -11 15 -15 26 17 -13 22 52 -21 -22 39 24 -5 -26 27 -9 -29 -28 31 32 -31 -4 35 49 -36 -38 46 -18 48 -39 -43 -3 -45 56 -10 -48 -41 51 -51 -35 -19 54 -52 -7 57 58 -46 62 61 -61 -59
right_child=1 3 33 23 -6 6 10 11 38 12 -12 16 -14 14 -16 -17 18 19 -20 20 21 -23 -24 -25 25 -27 29 28 -30 30 -32 -33 -34 34 36 -37 37 41 -40 40 -42 42 -44 44 45 -47 47 -49 -50 50 53 -53 -54 -55 -56 -57 -58 59 -60 60 -62 -63 -64
leaf_value=-0.035168179409799161 0.024736870734479041 0.0023370320148092334 0.013713978684973885 -0.017295663633911381 -0.021402137114514747 0.00045371261519881539 -0.015632606087705763 0.025814881033627581 -0.012065820981111888 0.044631595998281481 0.035514672061272089 0.052562333935069983 -0.011588187203784447 0.0012739941231464326 0.045779400966405474 0.032661971410264182 0.041856790612679114 0.0093794475921781008 -0.035831791151675792 0.0032843546295209178 0.027983827048552054 0.082523755386103445 -0.022265310876630525 -0.03318466261411334 0.05711671342201452 -0.023740298779979047 -0.035220007684995162 -0.010967508036381152 -0.040130387147862996 0.048777925210398018 -0.029327116243761581 0.042591050803719083 -0.00526028477348877 0.0079436203443814836 0.025931232896647057 -0.034630089666945647 0.023492862066454345 -0.031854790989435521 -0.037253138305680916 -0.02244134242511606 0.04544039743008392 0.010143242634904279 -0.022390693160170907 -0.016141445993063913 0.0082098122080791012 -0.020421829485626881 -0.018923395549664636 0.029765358263726963 0.00589063626185836 -0.030557291081180452 -0.02249134782142162 -0.049229505780462542 -0.027508495627799057 0.016524347455977455 0.011143746976221489 0.038869130133612761 -0.010069900635365409 -0.0030797592163213849 -0.009917688967771416 -0.021277707824787634 0.088606880841199609 0.054799188958190061 0.044699679589232162
leaf_weight=87.228969030082226 29.71164233982563 169.09499149024487 363.16952872276306 58.075477935373783 30.223517157137394 1466.3378898128867 76.980410680174828 7.9580965042114249 106.91603498160839 17.852194428443912 6.9163239598274222 9.0620054900646192 6.2613314837217322 26.802129089832306 12.654708653688429 9.5778502523899061 9.0492187142372114 406.43892401456833 10.711484402418135 19.504032909870148 9.4988282173872012 9.2415650188922864 18.105090066790581 45.340335570275784 5.2602943927049619 3.6260919496417046 8.6425625979900342 61.617922008037567 24.270101487636566 6.7409410476684561 9.5965019613504392 13.303382337093351 29.280288547277451 7.4366832077503231 50.132920548319817 16.221045613288879 33.038358256220818 11.339096426963804 14.811918765306471 17.450164079666138 7.1407258212566367 54.652275070548058 15.000691473484038 135.19343992322683 67.829042792320251 40.238293349742889 11.876534581184389 17.939823821187019 88.653439611196518 11.295170038938521 19.710417598485947 8.5829001963138563 8.4386915415525419 74.485933095216751 25.846217691898346 7.6286282837390891 118.18191969394684 34.391940049827099 98.524468310177326 4.9777052700519544 4.4555924683809272 5.6609808355569839 8.0669217705726606
leaf_count=1176 92 595 1048 442 195 4773 289 27 415 58 23 30 20 97 38 32 28 1298 35 64 31 28 62 395 35 25 33 209 90 24 35 46 103 21 150 47 101 33 57 57 23 161 45 768 262 169 42 59 289 32 56 25 32 220 72 24 522 144 445 24 17 25 36
internal_value=0.000502727 0.00126034 0.00327568 -0.00708465 0.00157312 0.00184154 0.00157553 0.00201621 9.30208e-05 0.00112546 -0.0114161 0.00586759 0.0300335 -0.00172236 0.0155479 -0.00570762 0.00847199 0.0111403 0.000310645 0.0103119 0.0285668 0.0548794 0.00306807 -0.0204332 -0.0117991 0.024123 -0.00798442 -0.0153904 -0.0192083 0.00230246 0.00780626 0.0150309 0.00485232 0.00972504 0.00530492 -0.00119088 0.0117776 0.00555498 -0.0101131 0.00681858 0.00401872 -0.00176226 0.00313663 -0.00490138 -0.00726646 -0.0041282 -0.00717305 0.0103715 0.00123106 0.0024901 0.00556117 -0.0226883 0.00862914 0.00895967 -0.00340873 0.000652535 -0.00221166 0.00193606 -0.00252637 0.0148344 0.0396905 0.0192038 0.00599804
internal_weight=4194.25 4107.02 3308.11 798.917 2617.19 2586.97 2557.26 2473.36 1649.62 1498.08 83.8967 823.739 24.1135 210.444 39.4568 170.988 613.294 462.184 151.11 453.122 38.2444 18.7404 140.399 112.302 66.9619 8.88639 161.41 93.8461 85.888 67.5637 58.9211 49.3246 36.0212 690.911 327.742 163.578 164.163 114.03 151.544 122.294 113.244 80.9921 69.653 686.615 517.52 382.327 136.732 29.8164 106.104 147.357 131.338 16.0196 414.878 120.043 45.5566 1473.97 342.089 223.907 166.354 57.5531 15.0943 10.6387 42.4589
internal_count=15849 14673 10769 3904 8758 8563 8471 8159 5448 4875 312 2711 78 734 135 599 1977 1483 494 1453 123 59 459 897 502 60 567 326 299 241 208 173 127 2011 963 473 490 340 573 397 369 239 206 3007 2412 1644 516 101 346 426 380 46 1330 348 128 4797 1475 953 707 246 66 49 180
is_linear=0
shrinkage=0.05


Tree=93
num_leaves=64
num_cat=0
split_feature=73 40 65 65 35 65 28 65 27 66 34 23 7 54 26 66 9 29 65 45 65 73 12 29 19 66 7 44 4 41 10 73 6 31 4 72 30 65 4 73 73 0 31 11 4 1 17 4 19 15 3 10 28 54 72 73 39 31 22 65 59 35 48
split_gain=57.2808 23.6971 17.2646 14.3307 11.345 9.82948 8.07711 7.93846 6.96351 6.88787 6.71894 6.20909 8.07928 5.18445 5.0103 5.00138 5.23124 6.32426 4.89505 4.86341 4.91305 4.77561 5.33536 4.66565 4.73171 5.7088 5.60263 7.52374 4.61103 4.97622 5.70993 4.57065 4.98056 4.49943 4.48102 4.36466 4.24589 4.24203 4.24147 4.74157 6.43314 5.61616 5.31844 12.2152 5.82038 9.97661 8.31106 5.60598 5.01898 4.77369 6.6784 5.50137 4.7988 5.60648 6.04821 4.5057 6.86494 4.43995 4.41854 4.34851 10.0864 4.49518 4.64569
threshold=1.0000000180025095e-35 2.7850000000000006 0.37503105590062119 -0.84307692307692295 3.8050000000000002 -0.57833333333333325 5.6125000000000007 0.78329670329670331 0.43387500000000007 3.3592375366568921 4.745000000000001 3.6904761904761902 -29.044006779947036 1.5050000000000001 0.41050000000000003 2.8129370629370634 0.79285714285714304 3.4722222222222228 -0.30795986622073573 1.1450000000000002 -0.018387096774193545 1.5000000000000002 0.36666666666666675 8.1055555555555561 2.5000000000000004 2.5683229813664608 -29.044006779947036 8.0950000000000006 1379.3301673258195 1.8450000000000004 1.2583333333333335 1.5000000000000002 1505.4285893993065 0.17029156816390859 1540.270214827304 0.42333333333333339 0.16308202281837805 0.91500000000000015 1360.5667620559482 1.5000000000000002 2.5000000000000004 1322.9308112400765 0.22634623330119816 1.0333333333333337 1521.142609191721 1584.4294920482832 1.0000000180025095e-35 1510.3564328646419 3.5000000000000004 0.63333333333333341 1386.9456883891548 0.96666666666666667 5.0500000000000007 1.1050000000000002 -0.49416666666666659 3.5000000000000004 0.53714364404830717 0.15081416386663224 0.30785714285714288 1.0000000180025095e-35 3.0085938828972889 3.0350000000000006 1.925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -3 11 9 -8 10 38 13 -13 14 31 16 -14 28 -10 20 -17 22 -19 24 25 26 27 -12 -18 30 36 34 35 -22 -5 -33 -30 -4 -7 48 41 -41 44 -44 45 47 -47 -43 49 50 -40 -51 53 -53 -55 -42 59 -52 -59 -57 61 -61 -63
right_child=1 5 37 4 -6 7 8 -9 18 -11 23 12 15 -15 -16 19 17 21 -20 -21 33 -23 -24 -25 -26 -27 -28 -29 29 -31 -32 32 -34 -35 -36 -37 -38 -39 39 40 55 42 43 -45 -46 46 -48 -49 -50 51 57 52 -54 54 -56 56 -58 58 -60 60 -62 62 -64
leaf_value=-0.035670019372907022 -0.040310880639197244 -0.039041367707460937 0.016868520544095211 -0.003231005921824924 0.010649332761907139 -0.017943189064590821 0.027272300225287906 0.046087529084567889 -0.018136433128909429 -0.019726575619807188 -0.0032606756236448738 -0.026847396188584935 0.018101948889133607 0.034077835491419878 0.0021807521401903053 -0.021854018830454403 -0.021046436436022175 -0.0033221983606482874 0.0076478854265891938 -0.048329426010438763 0.021036501390773395 -0.01268782808984158 0.044826344991692968 0.027424137188482963 -0.029463945585266656 -0.026616144401722976 -0.023767008604058476 0.066092742666583201 -0.033403253018005195 0.046722036053751248 0.039111452585010982 -0.00094480892545772575 -0.029028397328479012 -0.018285178492821675 0.036042376409497152 -0.036085455887644585 0.019032219874922568 0.039238989468048671 0.030763422022096115 0.03587975173145741 0.004155048476429851 -0.016780716249308807 0.052940430711135411 -0.0252708625858253 -0.022841664869196913 -0.012747993211427059 0.06344340882133763 0.029309948724779614 -0.007729951400075894 0.048140004269240755 -0.019530450642845719 0.044783360327568279 0.042280060404773397 0.047636857703640678 -0.00093373942384917131 -0.0071979564685079019 -0.03055653667815611 -0.015839556281207295 0.03188212519297861 0.0065633227507093106 -0.034909527602357618 0.053786738756070679 0.0017445248853966485
leaf_weight=107.9868790358305 19.316430732607841 20.622403413057327 88.431420162320137 24.951310396194458 411.41869902610779 42.08930104970932 44.115321069955826 7.788777455687522 19.560188725590706 70.398364618420601 9.0230629593133944 39.481192603707314 37.381075292825699 12.310579150915144 2020.7678841948509 35.39691199362278 7.888983041048049 20.118807196617126 312.24935682117939 9.0218623578548414 18.454639703035358 107.06082883477211 8.0579989254474658 5.8141808807849875 48.931003287434578 20.118275031447411 8.3514119535684568 6.9017237722873679 8.7704377919435519 12.529687374830244 9.3147448897361738 66.647689804434776 32.202894955873489 12.009114205837248 10.245391011238096 10.186926081776617 6.8962767720222464 27.870448842644691 12.795089364051817 6.2653931677341452 249.96966230869293 73.281552761793137 9.6421582251787203 10.352336570620535 103.12820218503475 6.0854823589324942 8.6905465573072416 7.2499773353338233 64.291822642087936 11.188818126916884 36.627207815647125 9.026254475116728 11.064471304416655 7.013636201620101 74.401411771774292 163.05790947377682 24.280719056725502 8.9627296328544634 10.571847021579741 43.008365839719772 11.813185706734656 12.400117546319963 6.5551489591598502
leaf_count=1176 112 116 332 70 1460 126 136 31 62 259 40 136 111 35 5932 106 23 57 924 27 54 320 23 26 236 91 36 29 26 37 27 199 106 36 29 31 20 152 36 24 725 263 35 38 387 22 32 25 186 31 102 25 32 20 210 527 111 25 30 121 37 36 20
internal_value=0.000330473 0.00116572 0.00329416 0.00263012 0.0028817 -0.00481435 0.00177423 -0.00422671 0.00860922 -0.0045551 -0.003604 0.000750421 -0.00561482 0.00172212 0.00153814 -0.0027528 0.0010763 -0.00244698 0.0061279 -0.0139012 -0.00918504 -0.00786761 0.0104473 -0.0160327 -0.0187401 -0.00692038 0.00940199 0.0267968 0.0137 0.0210075 0.00811015 -0.00746506 -0.012522 0.0055355 0.00820106 -0.00560384 -0.0103219 0.0222294 -0.00240048 -0.00173412 -0.00374311 -0.0107942 -0.012133 0.0124458 -0.0146096 -0.00570196 0.0320641 -0.0126313 0.00427614 0.00852545 -0.00183648 0.0148658 0.0111981 0.00739554 0.00325046 -0.000643141 -0.00523652 -0.00926357 0.00998677 -0.00264067 0.00743164 0.0155039 0.0357894
internal_weight=4762.41 4654.42 3432.66 3316.36 3297.04 1221.76 2885.62 1201.14 375.925 1193.35 1122.95 2509.7 332.383 2177.31 2165 292.901 218.019 180.638 331.81 74.8825 65.8607 135.238 28.1768 99.1397 93.3255 44.3945 24.2762 15.9248 45.4001 37.5111 24.9815 144.234 109.038 30.4638 35.1967 76.8346 15.6667 116.302 1023.81 981.724 735.781 224.696 218.43 19.9945 198.436 95.3076 14.776 80.5315 245.943 181.651 68.9569 112.695 101.506 90.4413 81.415 511.085 261.115 56.1618 19.5346 236.835 73.7768 61.9636 18.9553
internal_count=15849 14673 10583 10099 9987 4090 8527 3974 1122 3943 3684 7405 1003 6402 6367 867 644 533 986 223 196 400 80 458 432 196 105 69 133 110 73 435 336 90 99 230 46 484 3226 3100 2403 826 802 73 729 342 54 288 697 511 193 318 287 255 230 1577 852 157 55 741 214 177 56
is_linear=0
shrinkage=0.05


Tree=94
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 11 71 3 30 9 46 6 3 71 20 15 45 6 30 18 31 38 46 15 2 5 26 26 44 12 9 59 13 26 8 7 23 30 0 72 34 9 45 11 30 44 65 48 5 37 26 65 10 19 4 64 3 3 40 23
split_gain=113.777 133.934 88.9764 137.749 46.5078 40.4676 10.5465 4.73614 3.03232 2.98728 4.50539 3.95101 3.62127 4.14232 3.59012 7.16763 5.69962 4.35119 4.07208 5.35139 7.08496 4.92415 4.0374 3.64463 3.44348 3.03643 2.97546 4.10862 3.65707 3.30416 3.81963 3.98687 4.33533 3.04762 3.03977 2.93174 5.08274 4.83541 8.00648 6.25149 6.11025 5.74218 5.56515 5.61284 5.60515 6.35208 4.78539 6.28285 8.10132 5.43628 5.37244 4.7819 4.70269 4.39601 4.28699 5.29974 4.78888 4.61534 5.91143 4.49488 4.20955 4.48846 4.18785
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 1.1833333333333336 -0.13374999999999992 1403.7891248195999 0.13168094655242757 1.1833333333333336 4.2150000000000007 1514.3147122460246 1448.9147421918253 0.21874999999999997 2.5000000000000004 0.77500000000000013 1.1150000000000004 1504.5616862663264 0.17351155338168325 2.5000000000000004 0.18971809715580168 0.25327583755201405 3.3050000000000002 0.55000000000000016 -82.165814253090943 1500.1691654087838 0.47316666666666674 0.50950000000000017 6.785000000000001 0.36666666666666675 3.1380952380952385 2.4950960314385351 0.36666666666666675 0.39050000000000007 0.59166666666666679 -24.339499533215413 2.6458333333333335 0.14672782874617732 1422.0910905439348 0.044999999999999957 1.385 2.4226190476190479 1.2250000000000003 0.86190476190476206 0.11330480451274071 6.8750000000000009 -0.17462962962962963 1.5650000000000002 1490.9111651118776 0.24501023329490104 0.48316666666666669 1.0000000180025095e-35 1.0333333333333337 1.0000000180025095e-35 1546.0298098390142 0.013933823529411752 1527.6984909811451 1398.283460109308 2.1350000000000002 1.6904761904761907
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 26 -6 9 -8 -9 10 -7 25 -13 -14 15 16 -11 23 22 20 21 -20 -17 24 -16 -12 27 -5 34 -30 -31 32 -32 35 -29 37 -37 39 40 -28 -39 -41 44 54 45 52 47 50 -49 51 -38 -48 -40 -42 56 -56 59 58 -58 -44 -45 -62 -51
right_child=1 2 3 4 5 6 7 8 -10 14 11 12 13 -15 17 18 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 33 28 29 30 31 -33 -34 -35 -36 36 46 38 42 41 53 -43 43 60 -46 -47 49 48 -50 62 -52 -53 -54 -55 55 -57 57 -59 -60 -61 61 -63 -64
leaf_value=0.037640303849408349 -0.035981197924038699 0.0092547761442592063 -0.03603960900715264 0.041284114941401134 -0.036122750395402775 0.029529480927230924 -0.036274377716399756 0.014216690156151188 -0.024047463134098935 -0.033536970510386226 -0.0047760248776726882 -0.035244028050237387 -0.016434392817646758 0.030658984802154871 -0.034338341583758474 -0.011758417162542801 0.026702950670578891 0.02640015462582438 -0.019919898058120833 0.077332216971794931 0.060233282975986402 0.036184479454210661 0.038555438900385243 -0.04358049525861929 0.014914294147996561 0.040360197533152786 0.041802134930550933 0.02332627286113384 -0.0037229316024813188 0.051473051741750965 0.022911232866637543 0.041438525193451717 -0.03427929883418291 -0.029798132425526785 -0.010198891105958438 0.035011613323177683 0.049168662135044477 0.010187176302788323 0.046311966714265712 -0.033674244148063491 0.022544737067976259 0.028036074944821916 0.06845125253068661 -0.03541305519698669 0.034345650193916992 0.025032381389887476 -0.020158351310283679 -0.010035851919062276 0.017634500226135243 -0.034625997672280813 0.0047728104639426982 0.024532410854441425 -0.010501860951986089 0.068139881813504027 0.038202994846799877 -0.025949703425570032 0.060581558622441023 -0.021524807377575141 -0.0050194638352313928 0.024485176712282238 -0.01800418064165463 0.013762737364164694 -0.0069180126116092956
leaf_weight=178.74765700101852 285.92552686110139 1334.5606217086315 348.3853451795876 13.317580252885817 137.0319131501019 8.9308397471904737 26.203700225800276 10.704785481095316 10.027818024158476 10.597039192914965 9.622033625841139 16.151854000985622 19.135791480541233 6.1766324937343589 5.2840015441179338 10.762910887598993 6.2380255162715903 8.901619538664816 8.4726376384496707 6.5702939033508292 9.742112845182417 7.2638578563928595 6.3334473073482505 7.4394587129354468 10.806501373648642 6.0808621644973746 23.966634720563889 9.2876918911933881 10.674521654844282 11.610934302210806 7.9374661743640917 9.3453775495290738 5.6885397359728813 5.8896072804927817 24.858237504959106 11.491737231612204 14.985923215746881 26.466985628008842 3.7553876191377631 6.7297545522451392 10.180173605680467 8.5702679902315122 11.635554626584055 6.7408051192760459 9.6613805145025236 15.618811413645743 8.1581672132015246 59.886676758527756 47.381124444305897 16.30682010948658 12.497038915753363 22.475964516401291 120.98013816028833 10.997007280588148 5.2444729804992667 8.3369827046990377 7.2741155624389666 6.4911370277404776 6.5051461160182953 11.617659896612166 14.586307868361471 46.785227254033089 83.295803874731064
leaf_count=1176 2829 3761 3408 38 1320 30 244 48 59 38 34 75 72 22 22 42 20 31 35 20 34 30 23 29 37 21 71 27 35 35 29 28 25 20 79 35 45 82 13 22 32 26 34 21 29 47 25 203 149 57 40 64 404 32 22 37 21 21 24 39 49 142 287
internal_value=-0.00113255 -0.00340146 -3.68732e-05 -0.00868362 9.4429e-05 -0.0149574 -0.00124083 -0.0221466 -0.00429068 0.0047238 -0.00349752 -0.00865711 -0.0167463 -0.00494286 0.0102456 0.016941 -0.0112158 -0.00337584 0.0265864 0.0370983 0.026723 0.0059775 0.00688065 -0.0146404 -0.00125991 0.0127027 0.0072092 0.015584 0.0112735 0.0205942 0.0281001 0.0162862 -0.000964481 0.00600439 -0.00108005 0.00633458 0.00245736 0.00929464 0.00727981 0.025862 0.026204 0.000892631 0.00400394 0.011786 -0.0024917 -0.00502743 0.00104558 0.00765125 0.00218638 -0.00578905 0.028981 0.0126308 -0.00879138 0.0462216 0.0233472 -0.00117717 0.031 0.0132363 0.0296115 0.0464851 0.0020931 0.00621262 -0.0114543
internal_weight=3233.33 3054.58 2768.66 1434.1 1085.71 348.478 211.446 46.9363 20.7326 164.51 66.098 57.1672 41.4643 25.3124 98.4119 65.9803 16.8351 32.4316 49.1453 32.0489 25.4786 15.7365 17.0964 23.53 16.0905 15.7029 737.233 92.7203 79.4028 45.2568 34.5823 22.9714 13.626 644.513 34.1459 638.623 276.479 362.144 322.877 39.2667 47.6442 15.3 275.233 125.217 150.016 140.354 264.988 134.751 107.268 130.237 27.483 30.6341 124.736 21.1772 57.1051 13.5815 43.5236 20.2704 13.7793 23.2532 68.1123 61.3715 99.6026
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 615 254 224 169 94 361 242 58 119 184 119 99 65 65 88 59 55 2389 296 258 152 117 82 54 2093 106 2073 905 1168 1049 119 146 48 903 410 493 464 870 437 352 433 85 89 417 64 198 59 139 66 45 73 212 191 344
is_linear=0
shrinkage=0.05


Tree=95
num_leaves=64
num_cat=0
split_feature=73 36 7 42 36 34 65 59 60 71 28 7 70 27 27 7 70 5 5 0 66 25 60 46 31 37 72 71 9 9 10 8 29 65 3 10 11 2 3 31 60 60 64 3 7 1 19 23 2 70 66 49 73 73 73 21 13 72 9 59 11 2 44
split_gain=42.3132 25.0438 12.0586 11.3124 10.442 7.54484 6.18838 5.57163 5.34278 5.91451 5.12022 4.98265 5.4588 8.67639 5.41497 5.09041 5.61248 4.93563 10.5116 6.30945 5.56154 5.15666 5.42424 5.09851 6.34231 5.3049 5.66882 5.59851 5.11897 4.98421 4.88957 5.22032 5.16278 4.83147 7.07707 4.78242 4.76363 4.93941 5.40006 5.33118 7.15336 4.75165 4.69985 4.92025 4.77571 4.59507 5.63092 4.44558 4.54825 4.70123 4.42462 5.98068 4.81694 6.37899 6.39541 4.40643 4.40125 4.80359 5.26903 5.59413 5.32795 8.54821 5.11378
threshold=1.0000000180025095e-35 2.8250000000000006 3.5243579438036936 6.2350000000000012 1.8050000000000004 4.5750000000000011 0.20916666666666658 2.5345147802959445 0.069435023138726806 -0.19541666666666663 7.4722222222222232 -10.05898525370719 0.021249999999999953 0.49763888888888891 0.51105555555555571 -23.132815119848598 0.082916666666666625 1488.6593237412505 1486.4863237619591 1462.6900250951044 2.6757352941176475 0.64583333333333337 0.079924068825888761 3.7350000000000008 0.15857863751051302 0.38124769214787091 0.19583333333333339 0.29375000000000001 1.1222222222222225 0.96666666666666667 0.62142857142857155 0.79285714285714304 6.0500000000000007 0.39884057971014492 1661.5193956903156 2.378571428571429 0.51666666666666672 70.162181046934066 1646.6363078245329 0.10930934873949581 0.078096924372835913 0.056211301563708453 0.06234375000000001 1525.2499270633421 -13.149434391056046 1655.7886895099134 1.5000000000000002 2.354166666666667 -93.407318137126921 -0.10999999999999995 3.6794871794871802 2.4150000000000005 1.5000000000000002 2.5000000000000004 3.5000000000000004 0.13392857142857142 0.77500000000000013 0.24208333333333334 1.6904761904761907 2.8737319920451134 1.9666666666666668 99.38583890338306 10.275000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 33 -4 6 7 35 9 41 17 15 13 -13 -15 16 55 18 21 23 -20 22 42 25 -25 26 27 29 -28 -19 -21 32 45 50 -35 -2 -6 38 -38 40 -39 -7 43 44 47 46 -32 48 49 -9 52 -52 56 -54 -55 -8 57 58 60 -60 -3 -62 -59
right_child=1 3 4 -5 36 8 11 10 -10 -11 -12 12 -14 14 -16 -17 -18 19 20 30 -22 -23 -24 24 -26 -27 28 -29 -30 -31 31 -33 -34 34 -36 -37 37 39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 51 -53 53 54 -56 -57 -58 62 59 -61 61 -63 -64
leaf_value=-0.03504777358727125 0.0017448676557875215 0.0094836298290926803 -0.0057838194371474284 -0.019014014022905826 0.035677229089824715 0.010420802699658338 -0.029220531733466511 0.020650326742533705 0.029506411877866446 0.016165876221380732 -0.01999009201917042 0.070070089719372522 -0.017482958433993695 -0.033929229180033556 0.023157231889561841 -0.02687251441137686 0.039513489215842801 -0.0073704356514353413 -0.025892090731565377 -0.01458421350015739 0.0041520515225586235 0.01354094803992759 0.021704002801482089 -0.039991823182068939 0.016444999716228301 0.06178266496314009 0.030738121042195105 -0.011333137488429504 -0.02347122433069998 0.035058354093492061 0.005175722858027889 0.0069160352150163589 0.046719386711936234 -0.028859335385354824 0.04636663884150391 -0.021452713802615202 0.00181609381454114 0.057905546035973435 -0.038696081562830192 0.0068777201065196997 0.0032355778982755736 -0.02718038494440711 0.039485982118095668 -0.022225758594381223 0.0153257140379859 -0.0074095680329416954 0.035333631591054147 -0.011913332398202178 -0.023780197553222485 -0.0072913811314818042 -0.0067583411635333259 0.041802319094125732 -0.01190468921455794 0.0030475005681625325 -0.0074385035782550627 0.0076763632939609947 -0.029382497960514037 -0.012659322832755684 0.002817796340795689 -0.03836154967855876 0.066169968508680566 -0.0075970852704946024 0.029762884319874661
leaf_weight=82.065753877162933 378.01819542050362 124.07980543375015 499.13672190159559 123.43937582522631 13.513586252927778 17.215999960899353 15.465805493295191 40.752795577049255 49.146577402949333 104.94975836575031 17.257045909762383 6.8216147795319584 13.533886902034281 6.2178247869014767 12.515351369976996 37.647600345313549 6.978310413658618 7.7040661573410025 42.709246277809143 23.530378237366676 24.092454016208649 154.79806227982044 30.849893346428871 7.4088867306709316 15.172816827893255 8.5666417330503446 6.8102308660745647 8.8221836388111097 12.078660905361174 68.161955237388611 29.466122224926949 625.01433806121349 14.711344361305235 31.470271743834019 3.4713656306266776 23.605256304144859 132.4716402515769 13.830486461520197 8.7701727449893934 65.754905365407467 10.54593366384506 16.411128997802734 7.0776711106300345 26.263341844081879 44.009371981024742 18.439113989472389 32.60484516620636 76.181474417448044 11.514783859252928 23.871862918138504 12.368813507258894 13.00921508669853 232.18004494160414 296.10490356385708 285.71314662694931 16.971462413668633 10.191748380661009 58.153705447912216 39.020131796598434 10.45768980681896 10.802515417337419 6.1705857366323462 8.0924174487590772
leaf_count=1176 1164 399 1907 947 41 51 54 118 150 338 55 25 54 34 50 139 23 23 131 74 74 465 90 22 46 25 20 27 37 202 89 1885 42 204 18 71 421 43 29 210 34 47 21 80 134 54 99 228 36 71 52 47 1199 976 1265 57 34 199 127 36 34 21 25
internal_value=0.000500235 0.00121314 0.00382922 -0.00463532 -0.00163483 0.00578057 0.00483369 0.00556356 0.0153422 0.0103188 0.00707405 -0.00634819 0.00819249 0.0217903 0.00420937 -0.0137237 -0.00116458 0.00741731 0.00335227 0.00964823 -0.0150565 0.00631322 0.0020186 0.0196044 -0.0020715 0.0239691 0.0208416 0.0263659 -0.0039265 0.0307498 0.00784478 0.00857755 0.0194834 -0.00308014 -0.0213858 0.000381439 0.00682179 0.00513645 -0.000699442 0.0142817 0.0342538 -0.0079298 -0.000625582 -0.00190098 0.000817885 0.0145066 0.0210172 -0.00337379 0.00517046 0.0103289 -0.002502 0.0181347 -0.00298649 -0.00489796 -0.00210186 -0.00991575 0.00284167 0.00412068 0.00815316 -0.00588592 0.0130777 0.0393519 -0.00747716
internal_weight=4174.18 4092.12 2827.39 1264.73 744.023 2083.37 1895.64 1779.49 187.723 138.577 1377.87 116.152 39.0887 25.5548 18.7332 77.0632 39.4156 1360.61 482.121 878.492 66.8017 415.319 260.521 134.725 22.5817 112.144 103.577 84.6882 18.8889 75.866 743.766 720.236 95.2214 1141.29 34.9416 401.623 244.887 231.373 141.242 90.1313 24.3764 33.6271 229.671 222.594 196.33 80.5101 62.071 152.321 76.1394 64.6247 1106.34 25.378 1080.97 813.998 581.818 32.4373 266.969 256.777 190.531 49.4778 141.053 16.9731 66.2461
internal_count=15849 14673 9090 5583 2685 6405 5819 5383 586 436 4148 436 163 109 84 273 134 4093 1448 2645 205 1243 778 402 68 334 309 252 57 225 2243 2169 284 4636 222 1235 778 737 450 287 77 98 688 667 587 242 188 453 225 189 4414 99 4315 3440 2241 111 875 841 617 163 454 55 224
is_linear=0
shrinkage=0.05


Tree=96
num_leaves=64
num_cat=0
split_feature=73 65 36 65 34 28 65 1 27 4 65 49 8 39 53 74 65 40 52 3 73 73 30 44 70 3 29 10 52 31 27 30 65 60 3 73 9 70 3 9 42 59 4 10 28 31 6 28 29 10 24 28 27 8 27 39 29 9 8 5 27 8 26
split_gain=53.3479 22.1688 21.1786 11.9506 12.4608 9.85584 8.44487 7.59801 7.32562 7.10411 7.01978 6.71684 6.46711 6.51807 6.05752 5.77141 5.33105 5.31696 5.31451 5.5961 5.29461 11.6936 6.61416 8.11237 5.15092 4.91074 4.88989 4.79816 4.7506 6.39806 5.61678 5.02473 4.73201 4.70513 6.17638 5.15141 4.66526 7.36974 7.62299 7.12049 4.61925 4.61379 4.60367 4.62003 8.10169 4.59789 4.54772 4.49377 4.40152 4.34678 4.32607 5.79417 6.638 5.79005 4.31011 5.45822 5.51978 4.54162 4.1852 4.16782 4.13528 4.14105 4.77588
threshold=1.0000000180025095e-35 -0.57833333333333325 3.1150000000000007 0.78329670329670331 3.1450000000000005 4.9500000000000011 0.36285714285714293 1665.5585330149463 0.50211111111111129 1499.3349696477442 0.0077003484320557012 1.385 2.7817460317460321 0.46701303043310921 2.4250000000000003 3.5000000000000004 -0.0026502732240437496 2.1050000000000004 2.7250000000000005 1529.3414242787119 2.5000000000000004 1.5000000000000002 0.18078697769802612 8.6150000000000002 0.16624999999999998 1626.3464568108695 5.9500000000000011 2.5444444444444447 2.3750000000000004 0.19597736001617141 0.53436507936507949 0.10547710740265297 -0.18491228070175442 0.050836128442793407 1697.2037493422913 3.5000000000000004 0.96666666666666667 -0.12291666666666663 1458.8207892649018 1.3785714285714288 3.0750000000000006 2.2179468107965161 1782.5626883873877 2.3095238095238098 4.6833333333333345 0.13487604779739612 1476.7279249623989 3.5634920634920646 4.6833333333333345 2.5444444444444447 0.73214285714285732 4.1055555555555561 0.48816666666666669 1.2583333333333335 0.51894444444444454 0.29007116719218723 5.3875000000000011 0.93095238095238109 0.79285714285714304 1505.5273644979172 0.54707142857142876 0.57738095238095244 0.43563492063492071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 11 10 14 36 18 -4 13 16 27 32 -10 -17 20 47 21 49 23 25 28 46 -14 33 29 30 -23 -31 -13 35 -35 45 -6 -38 -39 -40 58 -11 43 -9 -45 -7 -22 -20 -37 -3 51 -49 -53 -54 55 -24 57 -57 -25 -52 -43 62 -62
right_child=1 2 6 -5 9 8 -8 42 12 41 -12 15 26 -15 -16 17 -18 -19 19 -21 22 24 54 40 -26 -27 -28 -29 -30 31 -32 -33 -34 34 -36 48 37 38 39 -41 -42 60 -44 44 -46 -47 -48 50 -50 -51 59 52 53 -55 -56 56 -58 -59 -60 -61 61 -63 -64
leaf_value=-0.035512843176271756 -0.030145635544773921 0.0010798252737101296 0.034053775894393137 0.038669026129667855 -0.026795485316053837 0.011749082812392043 0.023622786045557616 -0.0088233646181442842 -0.01280697321999663 0.02720321951010406 0.0044592884660762952 -0.0016389659055220135 0.033514313628282055 0.043398947215156428 -0.006294337809073936 0.032096635737042627 0.0013791129933642151 -0.0032956072845595564 -0.019489364302599531 -0.026068676388172424 0.02068543531201204 -0.009780657017695496 0.034368881015503401 0.043866661244797676 0.0025217044634610291 0.022836776075848907 -0.0057113148038398639 -0.011798141038001451 -0.028235920968671765 -0.031848785880594331 -0.029338560227919037 0.01539429358926242 0.0060288785586827057 0.020775740689839683 -0.02463743532630688 0.044410645645624656 -0.004659699425051656 -0.0026491657335775075 0.016763556738508111 0.086920703619159559 0.060914741341817194 -0.021090904685926809 0.02453259680041248 -0.039437416372545095 0.022272204864729542 -0.027682666297951741 0.00038525905873411609 0.035435467159281336 -0.0056636307019405146 0.032861379613846671 -0.026904546730674696 -0.032031803074470899 -0.01711551404137196 0.04305547603555851 -0.017384130765942581 0.013115051327780514 0.02754612269542249 -0.013539121145568473 -0.0069650167611860422 0.019100197733015002 -0.020943895881033337 -0.01177626443525779 0.032842848089639089
leaf_weight=101.61673526465893 56.044037818908691 299.92373260855675 20.496230572462082 19.043826848268509 10.27157226204872 12.827665388584139 68.568267911672592 76.323802396655083 93.519722059369087 6.8869558274745932 471.62655332684517 248.46314269304276 24.227327719330788 7.8345992714166632 43.404713064432144 36.104147389531136 226.91677175462246 15.029140233993528 35.611701995134354 45.654128611087799 29.554066613316536 143.53131987154484 9.938297897577284 7.4557076990604463 56.753709375858307 29.394590854644775 11.821991994976996 17.052718043327332 48.448589324951172 6.794512227177619 49.32540625333786 32.790815159678459 1057.8589630424976 191.93587325513363 7.7909533679485312 10.19641822576523 36.391733914613724 10.072800025343897 6.8215709030628187 7.6979039162397385 8.9763858020305616 123.60125459730625 7.4336415678262702 33.922923132777214 6.3077435791492453 17.448619395494461 414.89840847253799 16.324071764945984 7.7043874114751807 11.158932119607924 17.98244479298592 11.101305827498438 6.8500625342130688 9.6026377677917463 61.473311066627502 20.002375975251198 12.128531858325003 79.504891231656075 8.8631542623043043 6.7791148424148551 6.4119228124618557 142.81578633189201 11.581787362694739
leaf_count=1176 288 832 76 100 38 38 299 248 295 22 1367 738 73 24 130 136 669 44 111 140 88 483 28 22 180 84 37 51 176 23 174 106 3314 577 24 32 133 36 22 26 25 474 24 119 21 52 1198 50 22 31 59 34 21 28 185 58 35 231 27 20 27 603 45
internal_value=0.000324431 0.00111041 0.00149311 -0.000818723 -0.00106039 8.86457e-05 0.00649664 -0.00161534 0.00534851 -0.00977316 -0.000853153 0.00564443 0.000548132 -0.00165944 0.01102 0.00521547 -0.00276111 0.0216941 -0.00254511 -0.0114703 -0.00153984 -0.00477379 0.00153548 0.00451691 -0.0112173 0.00304415 0.0206507 0.0138564 -0.0139932 -0.0110246 -0.0147828 0.00728539 0.00457045 0.0156212 0.0190043 0.00159586 0.00437819 0.00962879 0.0307729 0.0539593 0.0321056 -0.0132348 -0.0136175 -0.0160507 -0.029762 -0.010976 0.00173513 -0.00507731 0.022859 0.00221987 0.00239997 0.0118296 -0.00215544 0.0180034 -0.00659442 -0.00113866 -0.0042997 -0.00818125 0.0162588 -0.0143096 -0.014214 -0.00892826 0.0136763
internal_weight=4734.9 4633.28 4577.24 3130.72 3111.67 2749.12 1446.52 2076.44 672.682 362.553 1952.45 1377.95 364.32 328.271 308.361 1357.46 320.436 51.1333 1480.82 149.905 1330.92 648.727 682.19 499.142 337.644 473.847 36.0493 264.957 280.891 232.442 192.857 39.5853 1306.32 247.904 199.727 48.1771 71.2556 60.984 24.5923 14.5195 25.2952 291.298 123.988 116.554 40.2307 30.2763 444.452 104.251 17.9008 311.083 68.6396 43.8781 27.554 16.4527 183.047 121.574 111.636 99.5073 16.3189 24.7616 284.411 160.809 17.9937
internal_count=15849 14673 14385 9778 9678 8252 4607 6228 2024 1426 5816 4308 1098 988 926 4232 964 180 4449 463 3986 2005 1981 1444 1142 1370 110 796 962 786 657 129 4052 745 601 144 255 217 84 48 74 1171 412 388 140 90 1286 323 54 863 212 133 83 49 537 352 324 289 49 79 1149 675 72
is_linear=0
shrinkage=0.05


Tree=97
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 41 1 9 72 44 71 31 24 9 70 55 3 36 41 23 5 15 37 15 30 1 28 7 12 70 23 5 26 9 47 3 3 5 21 30 55 0 5 5 28 27 8 9 52 27 31 25 26 31 60 65 11 10 19 11
split_gain=105.523 129.231 82.8528 133.742 43.9202 39.5447 10.0116 4.67145 3.00971 3.30617 2.90254 3.29053 2.85706 4.11482 4.4266 4.30965 2.97795 2.93193 2.79831 2.76637 2.93116 4.09588 3.17464 3.79006 3.29357 2.99892 2.75574 3.84658 4.24573 3.35493 5.32304 3.82551 3.88839 5.34173 3.80482 4.39349 2.85978 2.73122 3.58616 8.57425 6.08662 5.9029 4.47422 6.16511 3.34908 4.95681 3.1775 2.90093 2.8623 3.81019 2.72109 3.09527 3.03536 5.79205 4.77227 4.03397 3.94655 4.31711 4.30137 4.70711 5.16752 4.28289 5.95369
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 2.0650000000000004 1582.6646560682864 0.51666666666666672 0.13666666666666669 11.475000000000001 -0.29416666666666658 0.18971809715580168 0.64583333333333337 3.2111111111111117 0.42458333333333337 1.9350000000000003 1769.8480688949674 10.775000000000002 2.6150000000000007 1.0000000180025095e-35 1495.6098838521939 0.77500000000000013 0.10164910940379776 0.55000000000000016 0.22926223241590213 1559.7649650957821 3.8944444444444448 -1.5638444905644062 0.55000000000000016 0.027916666666666656 2.7321428571428577 1500.1691654087838 0.46118055555555559 3.1380952380952385 1.6850000000000003 1567.3376455414748 1594.713146159947 1512.295045866322 0.58571428571428574 0.11791443850267376 1.4650000000000001 1508.3286695588638 1493.7369789755037 1485.0545588699028 5.5857142857142863 0.5481666666666668 1.3166666666666669 2.7000000000000006 2.5550000000000002 0.44527777777777783 0.20726214018896946 0.43650793650793651 0.43050000000000005 0.14146178768820278 0.050836128442793407 -0.49777777777777776 0.65476190476190488 0.7238095238095239 2.5000000000000004 0.65476190476190488
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 12 -4 26 -6 10 -8 9 -9 11 -7 16 -14 15 -15 17 19 37 20 21 22 23 -3 -25 -24 27 28 29 34 -31 32 33 -32 35 -5 50 38 42 -40 -41 47 43 46 45 -39 -12 -42 -44 -50 52 -52 53 54 -28 -56 58 61 -54 -60 -61 -58 -63
right_child=1 2 3 4 5 6 7 8 -10 -11 18 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 25 24 -26 -27 36 -29 -30 30 31 -33 -34 -35 -36 -37 -38 44 39 40 41 -43 48 -45 -46 -47 -48 -49 49 -51 51 -53 56 -55 55 -57 57 -59 59 60 -62 62 -64
leaf_value=0.037336919696000913 -0.035877900138479253 0.042430885669194132 -0.035936244684823829 0.017336517016162668 -0.036019492590496166 0.011808594598564039 -0.036160611060613135 -0.0078966531458513397 -0.031011682650613159 0.044210932832921018 0.010367089073743885 -0.042103760776779818 0.055771784129929051 -0.019775415138350842 0.042499727477394 0.030987546432390795 0.036889698228894839 -0.021806732949554382 -0.031676230812111232 0.037077387913046073 -0.014605502382367934 0.038240529187529626 -0.044432081264588148 -0.015284321743736416 0.027340502250446409 0.0080347525992692289 0.0098042884975812657 -0.019065312212694058 0.053467350396387225 0.057844864437508227 -0.016227520275803708 -0.018486951365451941 0.043672842397617699 0.03982401697968193 0.025252917802776248 -0.030219383190352528 -0.029092149160517247 0.0137347493868002 0.064910060748885098 -0.036570802856133497 0.060182479073845288 -0.020008506618248441 -0.013789910471212108 -0.025899800315968963 -0.0038566107781349474 0.065742943845095173 0.058198941670549537 0.014390818982389326 -0.015531439121957345 0.031740343677918961 0.0018126527008684883 0.048935336424324953 0.053029166249932758 0.022828990187355385 0.016365246808016837 -0.023324998759292909 0.029955065611044281 0.0017344595983875824 0.032045618840001261 -0.020816718568198635 0.011222791304998671 0.04285499014577724 -0.018296366463153312
leaf_weight=168.86782085895538 276.21596800535917 14.794549256563185 336.749212436378 8.1516598314046913 132.54249927401543 4.8803629130125028 25.321699287742376 9.1346104145050067 6.9066594392061225 4.5656383633613578 6.1962451487779635 6.7376744598150253 7.5510503351688376 11.017190948128706 9.0219730138778669 6.7382963895797721 9.2102655172348005 8.0058853328227979 4.6609460711479178 8.4397184848785383 13.748060539364813 11.553817197680472 2.7296769917011252 8.148219898343088 10.211249798536299 1213.733055472374 23.485877081751823 7.5708993822336188 7.7267171591520301 8.9350824952125532 10.133949667215353 6.9832832142710677 12.668310657143591 7.3214690387248984 11.291809141635893 12.01531797647476 5.7951557785272589 12.280345842242246 7.5737430900335303 6.7110503166914013 6.8234117329120654 6.7685961276292792 47.871609598398209 5.3438926935195914 8.8966126590967161 7.3076511621475211 7.8974604308605194 7.0137393027544022 7.8893709182739284 9.2728630155324918 6.2923564463853818 7.8102174177765846 6.4830449521541587 17.931799933314323 7.5135300159454337 43.268157340586185 29.086276650428772 297.15092319250107 24.288913585245609 13.810992464423178 141.76319073885679 5.6212430000305202 13.634812593460081
leaf_count=1176 2829 40 3408 25 1320 18 244 45 44 18 22 31 21 33 25 19 26 23 21 24 57 39 10 23 28 3393 77 25 22 25 36 26 42 22 35 38 20 39 27 26 24 32 184 21 30 22 25 30 29 34 19 24 18 57 22 158 95 969 76 45 449 17 47
internal_value=-0.00112954 -0.00327533 -1.83003e-06 -0.00842665 0.000156291 -0.0146344 -0.0011406 -0.0217755 -0.00409905 0.00946832 0.00463382 -0.0194569 0.00893531 0.0231732 0.0139806 -0.000510617 0.00855951 0.00835745 0.00646906 0.00854562 0.00835675 0.00860706 0.00833307 0.0235985 0.00842294 0.00791702 0.00703427 0.0150896 0.0181237 0.0145999 0.023199 0.0148566 0.0225863 0.00728263 0.0020146 -0.0109969 0.0058734 0.00767161 0.00435179 0.0178369 0.00478553 0.0182548 -0.00121816 0.0198304 0.021583 0.0331373 0.0371698 0.0369717 -0.00750924 0.0100098 0.00619093 0.0279099 0.00570011 -0.00267509 -0.00883302 -0.0174525 0.00715203 0.00398881 0.0130168 0.0115745 0.00837851 0.0178459 -0.000445014
internal_weight=3196.07 3027.2 2750.98 1416.08 1079.33 342.597 210.054 45.9286 20.6069 13.7002 164.126 11.618 1334.9 34.3285 26.7775 17.7555 1300.57 1291.36 152.508 1283.36 1274.92 1261.17 1249.62 33.154 18.3595 1216.46 736.735 92.7985 85.2276 77.5009 46.0421 37.107 30.1237 17.4554 31.4588 20.167 643.936 147.847 119.362 34.8905 27.3168 20.6057 84.4714 19.4376 28.4846 19.588 14.0937 13.8372 65.0338 17.1622 638.141 14.1026 624.039 92.1994 74.2676 50.7817 531.839 345.493 186.346 179.863 155.574 48.3423 19.2561
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 63 615 49 3761 98 77 52 3663 3637 566 3614 3590 3533 3494 91 51 3403 2389 296 271 249 151 126 100 58 98 63 2093 545 454 139 112 86 315 68 91 61 47 54 247 63 2073 43 2030 314 257 180 1716 1128 588 570 494 159 64
is_linear=0
shrinkage=0.05


Tree=98
num_leaves=64
num_cat=0
split_feature=73 36 34 36 65 7 10 28 10 2 29 8 72 28 10 65 19 40 73 3 12 59 23 18 1 65 52 6 37 70 52 21 54 69 30 7 36 14 29 5 18 3 31 5 10 3 20 29 35 40 66 38 64 1 24 26 8 27 9 30 38 34 8
split_gain=39.4966 22.8106 12.0474 8.31098 5.67093 5.29466 5.73325 5.50822 5.89132 6.4264 5.6479 6.57128 7.67557 5.45005 5.38536 5.94711 6.8217 5.44248 5.02844 5.06203 5.21446 5.0149 8.01233 7.2775 5.92671 4.90253 4.87709 4.80528 6.89509 7.04608 6.92995 5.77899 5.35971 5.0112 7.06808 6.93708 6.29704 5.30196 4.93846 5.05546 5.54157 4.73209 4.69688 4.55904 7.16932 4.48564 4.44317 4.37603 4.36198 4.6859 4.26863 4.20787 4.17663 4.61891 4.14839 4.06809 4.05864 6.9531 4.08119 5.66855 4.94349 6.94713 4.04898
threshold=1.0000000180025095e-35 3.4250000000000003 3.1850000000000005 6.870000000000001 0.91500000000000015 -62.491657633922948 3.8777777777777778 5.2928571428571436 1.7238095238095241 159.21678664437914 6.8166666666666673 0.79285714285714304 0.32875000000000004 5.354166666666667 2.2071428571428577 -0.21222011385199238 1.0000000180025095e-35 2.3950000000000005 3.5000000000000004 1691.8654496131287 0.36666666666666675 2.8342706772590578 4.354166666666667 1.0000000180025095e-35 1372.734631043764 -0.10718718718718713 3.3050000000000002 1488.0992908118244 0.39851866787466067 0.27458333333333335 2.9350000000000005 0.33166666666666672 1.1650000000000003 0.29000000000000009 0.082521517071786607 3.7977482069727562 2.6850000000000005 0.55000000000000016 3.2361111111111116 1485.3460537642029 2.5000000000000004 1337.5715042620425 0.10033557046979867 1497.3516035012485 2.5694444444444451 1635.6414802465486 2.5000000000000004 5.1055555555555561 4.1850000000000014 1.7050000000000003 2.8876262626262625 0.20797551842538048 0.064558823529411766 1468.8018695982842 0.30952380952380959 0.48612500000000008 0.7238095238095239 0.55118055555555567 1.1833333333333336 0.12233560090702947 0.26317217550533606 4.910000000000001 0.27619047619047621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 46 5 -2 7 10 42 13 21 -12 25 -10 15 -15 -17 43 19 -5 -21 27 24 55 -23 -13 -26 33 41 30 -30 -32 -31 34 -7 37 50 -36 -38 -40 -41 -29 52 -16 -45 47 62 -46 51 -50 -35 -48 53 -9 -39 -24 57 -4 59 -59 61 -60 -3
right_child=1 3 56 18 -6 6 -8 8 9 -11 11 12 -14 14 17 16 -18 -19 -20 20 -22 22 23 -25 26 -27 -28 28 29 32 31 -33 -34 36 35 -37 38 54 39 40 -42 -43 -44 44 45 -47 48 -49 49 -51 -52 -53 -54 -55 -56 -57 -58 58 60 -61 -62 -63 -64
leaf_value=-0.034935375918326489 0.02329314520289482 -0.034509559152087248 0.031182524507278143 -0.016210980048035169 -0.036405674847170756 -0.028062255906718309 0.034670310369122957 -0.0050879321683334191 0.032283191005984688 -0.032692477795803608 0.051631416518620445 0.027702343686706783 0.048260297413309769 0.035727288456163422 0.042450943486964217 0.04038310435610231 -0.002679425366143386 -0.021384355927034672 -0.032768942964695659 0.062332495795017442 -0.014557729121514202 -0.020951097166632526 0.024511269485337269 0.041143646253449635 0.0058437292389071126 -0.008127100035616102 -0.020240871023280579 -0.011780599485611805 -0.013229556808616172 -0.015441276880584793 0.047968252542745581 -0.014457172428798088 0.042443260268349929 -0.013382836139577362 0.060401513888861613 0.0084064145628239672 -0.0087328243369905519 0.050932778729659622 -0.0075028783714947206 0.04555339550826705 -0.0051066817340293469 0.0018507485978170781 -0.011448479362450081 -0.027314679383476394 0.062013282857265352 -0.019650477605147952 -0.04037566471272111 0.0075360068059555354 0.010356621777066831 0.069380413755212408 0.014317134699584977 0.002207436482574909 -0.035654082972902096 0.031118729400919188 0.0083322522584090303 -0.016847448054288318 0.0079097756556821119 -0.036993720779713503 -0.020682677082125289 0.019044620356383438 0.052904894205177536 0.03587765598932284 -0.0058891784890880306
leaf_weight=77.179796904325485 28.5602647960186 12.659055218100546 55.197281256318092 55.537392601370811 9.708186522126196 10.493997409939764 13.086886137723921 17.420467466115952 16.970552012324333 11.855893239378927 11.15004540979862 13.014714434742926 10.652713119983671 19.133362084627151 6.8350517600774756 10.94495542347431 57.577120073139668 35.677290454506874 42.590522862970829 4.4884751439094526 4.3341848403215408 22.79310230910778 11.899317622184755 29.058349892497063 574.66403259336948 35.834981918334961 18.496558912098408 68.358432590961456 209.73006927222013 6.1743354648351696 8.8165493756532651 6.397631347179412 11.350865498185156 79.349476560950279 11.873435750603674 123.18445811420679 18.901996284723282 8.0059240609407443 10.438461527228354 21.896294094622139 7.1643319576978675 927.70780348032713 216.35092399269342 15.889335259795187 6.6646364331245449 5.8910837471485129 6.084957778453826 8.2487902492284757 11.414728157222273 4.7668961435556403 16.864067450165749 124.46116517484188 4.9904055446386328 17.818049296736717 19.96757347881794 11.883158966898916 379.89363476634026 10.660389930009844 11.955228626728063 7.8253881633281699 7.1422479152679434 9.9453118592500669 518.99086225032806
leaf_count=1176 87 55 165 442 89 39 41 75 52 60 33 39 33 59 23 38 200 113 395 30 30 88 37 91 1843 113 61 209 744 21 29 21 39 273 37 435 63 24 35 71 27 2922 806 54 21 20 31 27 55 19 57 528 19 63 63 40 1129 30 34 23 21 33 2319
internal_value=0.000499156 0.00116984 0.00299627 -0.00648718 0.00174274 0.00187501 0.00165429 0.00149765 -0.00354769 0.00298674 0.00248713 0.0164056 0.00980476 0.0052878 0.00254225 0.0110809 0.0041989 -0.00690725 -0.0194415 -0.010622 0.0245597 0.00204723 0.00567183 0.0243568 0.0040689 0.00141871 0.00503033 0.000499934 -0.000925395 -0.00848678 -0.0108659 0.0217181 0.0220499 0.00587971 0.0117122 0.0142724 -0.000666157 0.0324068 0.0122854 0.0223435 0.0330641 0.000915251 -0.00853137 0.00495851 -0.00202529 0.0172893 -0.00444485 0.0318813 0.00325776 0.0277443 -0.00852766 0.000222572 0.00715686 0.0132197 0.0205244 0.00384596 0.0102941 0.0191117 0.0050932 -0.0132716 0.0167824 0.00500208 -0.00657066
internal_weight=4154.87 4077.69 3292.37 785.328 2809.75 2800.04 2771.48 2758.39 452.268 195.688 2306.12 70.6525 59.5024 183.832 166.862 87.6554 68.5221 79.2062 106.951 64.3601 8.82266 2235.47 668.795 52.8408 615.954 48.8497 593.161 1566.68 1238.54 242.469 224.944 15.2142 17.5252 328.14 173.525 163.031 154.615 39.8469 58.4011 39.4991 29.0606 996.066 256.58 43.5289 36.6938 20.8045 678.378 14.9134 146.728 16.1816 96.2135 130.546 40.2289 35.2385 27.9735 23.7825 482.619 102.726 47.5286 18.4858 29.0428 21.9005 531.65
internal_count=15849 14673 10769 3904 9334 9245 9158 9117 1630 667 7487 218 185 607 555 297 238 258 897 502 60 7269 2160 168 1992 152 1904 5109 3985 854 794 50 60 1124 598 559 526 124 196 133 98 3131 963 145 122 68 3007 48 633 74 330 559 157 138 87 77 1435 306 141 53 88 67 2374
is_linear=0
shrinkage=0.05


Tree=99
num_leaves=64
num_cat=0
split_feature=73 65 65 39 36 65 28 37 29 56 38 70 65 27 27 29 30 55 42 49 40 72 7 2 9 27 70 3 28 6 1 28 71 10 4 4 72 71 24 26 15 17 65 48 8 2 9 31 30 5 3 31 31 5 1 14 51 70 2 27 17 70 9
split_gain=49.6811 20.9473 19.1485 18.3325 11.1247 7.91645 5.9404 6.23297 6.20221 6.80355 6.05997 5.65941 5.617 6.33497 7.4227 5.2938 5.22656 5.19543 4.81525 4.76084 4.74507 4.73562 4.5591 5.59736 4.43088 4.32789 6.14275 4.22377 4.83181 6.0314 5.95139 6.27862 6.20746 5.62391 4.7708 4.55443 4.48975 4.17795 5.35141 4.32574 4.23725 4.21854 4.15584 5.81425 4.58841 5.69929 5.37617 5.64819 9.09967 7.27539 6.55342 5.21589 4.8737 4.87266 6.15326 6.1724 5.72173 5.94068 5.15546 5.59182 5.01109 4.62394 4.28832
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 0.36012942082011395 5.3550000000000013 -0.13320346320346324 5.2361111111111116 0.50619471196844568 4.8819444444444455 1.7050000000000003 0.27052587990951527 -0.44041666666666662 0.091111111111111018 0.51612500000000006 0.51211111111111129 3.9500000000000006 0.051414221517314257 1.3150000000000002 1.7150000000000001 1.385 2.1550000000000007 -0.026666666666666648 1.1918048316634897 27.191749191073203 0.30952380952380959 0.59414285714285719 0.1145833333333333 1567.3376455414748 4.7888888888888896 1513.1532370070063 1530.0028156852752 3.683333333333334 0.060416666666666605 1.1833333333333336 1492.3527519543338 1405.6223581009774 -0.81583333333333319 -0.0045833333333332492 0.64583333333333337 0.56527777777777788 0.77500000000000013 2.5000000000000004 -0.14902097902097897 1.155 1.0972222222222225 -310.68858666215129 0.96666666666666667 0.20726214018896946 0.21225529632609277 1504.5470941118433 1525.2499270633421 0.13652714192282536 0.087609649122807012 1500.5605775168699 1676.2324108867708 0.70833333333333337 1.1150000000000004 0.082916666666666625 -77.71222466255243 0.56950000000000001 1.0000000180025095e-35 -0.083749999999999936 1.861904761904762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 12 9 11 -11 15 13 14 27 -8 -14 -9 21 -6 -16 -5 -15 -24 -19 -23 -27 36 30 -30 31 34 -33 -34 35 -29 -7 -10 40 -40 -39 -42 -20 -44 45 -45 -46 48 52 -49 51 -50 -48 54 55 56 -47 61 -55 -60 -59 62 -58
right_child=1 2 -4 18 19 6 8 17 37 10 -12 -13 16 22 20 -17 -18 24 42 -21 -22 25 23 -25 -26 26 -28 28 29 -31 -32 32 33 -35 -36 -37 -38 38 39 -41 41 -43 43 44 46 53 47 49 50 -51 -52 -53 -54 58 -56 -57 57 60 59 -61 -62 -63 -64
leaf_value=-0.035366637961326157 -0.039295300584059244 -0.0031793956967780101 0.039858293934478407 -0.031698959670195224 0.039811464033432914 0.031741563787552593 0.016887563666089678 0.055993923338621056 0.0075631406459598614 0.0076620396041887978 -0.021762445026042174 0.020065213414685461 -0.03378532394591096 -0.0089465680390184918 0.0049977037307661672 -0.03642922348109226 0.0077618796676630561 0.036593002110566035 -0.011104565457878669 0.0096508550566574008 0.04481744890950224 -0.022775349124604133 0.015865756258018598 -0.0040728596005555912 0.0060532543543675467 0.043489828551110832 -0.028906263575573705 0.00397552309407648 0.0056941814195648676 -0.04031057416932135 0.029567232857753003 0.02630579614511382 0.017611574760775194 -0.04570802500755787 0.010529316772302497 -0.045346730156933551 -0.0011596744629024732 0.012743269720670143 -0.0033874750660194755 0.035205495866718221 -0.028268004021768794 0.0017781465275807373 0.042931881249294174 -0.034201755015145809 -0.019065766873362436 0.044004773276478233 0.034011068467182631 -0.0028337606117752158 -0.0026343561200290124 0.034831112846870155 -0.012152019764284462 0.049035571611275711 -0.013825773800699024 -0.029727200822071864 0.042875452413352812 0.019613218481264696 0.0078205077212305952 -0.0013996078316725544 -0.011268119793828101 0.031057415617382862 0.058784640712084751 -0.02213935762230608 -0.01265123649910805
leaf_weight=95.585528157651424 31.94607649743557 668.41797325015068 32.029314331710339 33.283406212925911 13.57107989490032 10.514372378587721 9.6555484533309954 5.5589455515146247 113.2218080163002 100.21408070623875 21.199814319610596 187.17745663225651 7.767582803964614 316.95978388190269 14.114047512412073 8.9907258898019773 296.96388410031796 12.355616733431814 181.67581402510405 364.61422507464886 15.920389592647551 13.824728295207025 46.792684704065323 142.06910946965218 306.46465247869492 8.1958768814802152 4.5603721439838401 7.4939132928848293 22.654334381222725 10.392892390489576 36.986608326435089 40.348778277635574 7.4329274892806989 6.6387991905212402 14.943073645234106 12.46684095263481 750.07409708201885 12.120873063802717 19.799386575818065 11.465335577726362 41.352603033185005 16.281869396567345 6.957158848643302 10.719036996364592 72.499007686972618 6.9361839741468421 5.5010643303394309 36.652597174048424 7.2544146627187756 19.718583106994629 13.373305648565291 14.948815405368803 165.83263447880745 20.983307614922523 10.958362370729445 50.808704897761345 62.830085560679436 6.8911847472190839 26.446247756481171 11.069867581129072 6.9435967355966568 32.239706084132195 43.148831307888031
leaf_count=1176 196 2047 179 182 58 30 30 17 337 301 61 571 23 969 41 27 879 38 683 1349 45 66 134 406 943 36 23 22 66 31 107 120 21 20 44 35 2177 36 59 35 122 49 21 43 242 24 17 122 22 62 44 47 548 70 38 160 197 22 82 33 21 101 142
internal_value=0.000312503 0.00105209 0.00133356 0.00106221 0.00261108 0.00167881 0.00291522 0.00170338 0.00758129 0.0119111 0.00252429 0.0174484 0.000529898 -0.000762235 0.00164452 -0.00882034 0.00670284 0.00807236 -0.00544505 0.0107332 0.026105 -0.0191315 -0.00528235 0.000867162 0.0072368 -0.00339525 0.0176082 0.000845935 0.00824755 -0.00877367 0.0127009 0.00571701 0.0163333 -0.0122615 -0.0108354 -0.0268296 -0.000704848 0.000967789 -0.00642418 0.0107653 -0.0141286 -0.0197799 -0.00443898 -0.00252504 -0.00303043 0.00157687 -0.00700923 -0.00368925 -0.00751179 0.0103414 0.015499 0.0321536 -0.0122899 0.0029502 0.00635014 0.00444231 -0.000405889 -0.00243176 -0.00987998 0.00122086 0.0288065 -0.00555851 -0.000514469
internal_weight=4706.81 4611.22 4579.28 4547.25 3673 3294.81 2626.39 2084.91 541.48 327.238 121.414 205.824 1760.53 1455.8 949.981 18.6463 304.731 324.379 874.253 378.185 30.0344 59.8644 505.822 188.862 318.82 26.581 12.7562 919.947 159.358 33.0472 126.311 89.3243 54.4205 14.0717 34.9038 19.9608 760.588 214.242 101.02 31.2647 69.7553 57.6345 814.389 632.713 625.756 289.975 335.78 263.281 206.91 56.3712 35.5765 22.2032 171.334 279.256 220.757 209.798 158.99 152.053 58.4994 37.5161 13.8348 138.219 105.979
internal_count=15849 14673 14477 14298 11250 9843 7796 6168 1628 990 362 628 5170 4268 2759 57 902 998 3048 1407 86 307 1509 540 981 125 59 2673 466 97 369 262 161 41 101 57 2207 638 301 94 207 171 2741 2058 2037 933 1104 862 678 184 113 69 565 890 705 667 507 483 185 115 43 440 339
is_linear=0
shrinkage=0.05


Tree=100
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 2 0 0 28 12 26 31 31 27 26 27 10 72 20 4 11 38 4 66 4 21 66 39 4 5 0 31 66 55 5 23 71 36 1 28 10 16 60 50 66 74 9 28 8 3 56 39 8 31 30 29 0 55 4 70
split_gain=97.8496 124.978 76.9399 130.116 41.368 38.7556 9.50539 4.63116 2.9608 4.88254 6.17258 2.84828 5.91577 5.12022 5.34114 5.12903 5.59206 4.8986 3.45309 3.40782 3.39092 3.11151 3.01453 5.43988 5.47367 5.08337 4.99435 6.24037 5.09023 4.92245 7.57425 4.793 7.30609 5.97684 4.56033 4.85856 7.86726 5.86908 4.2714 5.01979 4.54501 4.99483 9.6068 4.56492 4.24556 5.11063 4.93013 4.64099 6.25256 5.27418 4.14604 5.44806 4.12592 6.01632 5.5631 6.52071 4.56496 4.10053 4.29013 3.99899 3.97734 3.92752 3.8904
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 109.59485525226513 1498.0693430872971 1551.6568731498789 7.0500000000000007 0.36666666666666675 0.59050000000000014 0.20524267399267396 0.19065794256633947 0.4141428571428572 0.64535714285714296 0.56950000000000001 1.3166666666666669 0.22958333333333328 1.0000000180025095e-35 1457.0867969157143 1.7928571428571431 0.2176658571568397 1453.5485696492635 2.5345238095238098 1368.0486526137154 0.33166666666666672 3.0930735930735938 0.27788935349997684 1517.5317000310977 1488.4586148241629 1451.3456643514467 0.13057686842853081 2.5053191489361706 1.4850000000000001 1514.1126857058928 3.3095238095238098 -0.059999999999999942 4.4750000000000005 1494.9620777797818 4.1833333333333345 1.0773809523809526 1.5000000000000002 0.054411350449050759 1.3050000000000004 2.1012820512820514 1.0000000180025095e-35 1.3095238095238098 4.0500000000000007 1.1833333333333336 1458.8207892649018 1.4950000000000003 0.42202845155034113 1.7928571428571431 0.14483218916857357 0.16525332375134746 4.0500000000000007 1322.9308112400765 1.6950000000000001 1488.1970313255363 0.17291666666666664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 11 -4 -5 -6 -7 -8 9 -9 -11 13 19 22 15 16 -15 18 -18 -13 -16 -14 23 25 -25 26 44 28 -28 -29 -31 32 50 -34 38 52 37 -37 39 62 41 42 -41 -43 45 -3 47 48 -47 60 61 -52 -36 56 55 -55 -54 58 -38 -33 -49 -24 -35
right_child=1 2 3 4 5 6 7 8 -10 10 -12 12 21 14 20 -17 17 -19 -20 -21 -22 -23 31 24 -26 -27 27 29 -30 30 -32 59 33 34 35 36 57 -39 -40 40 -42 43 -44 -45 -46 46 -48 49 -50 -51 51 -53 53 54 -56 -57 -58 -59 -60 -61 -62 -63 -64
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leaf_weight=159.42738543450832 267.15179629996419 10.428528189659117 325.50404593348503 736.51850202679634 128.07252622395754 163.6186924725771 24.435073845088482 6.6694705858826664 4.7112154662609091 4.3315663710236532 4.6918436586856842 8.2189910560846346 8.5089487135410327 6.796876147389411 13.020869821310045 7.1894782781600943 40.195672452449799 9.9385645985603315 6.7282750010490409 10.174848526716231 7.1779493689537039 7.6398339569568625 29.421459332108498 9.712583124637602 77.405082657933235 10.200994461774824 9.6207621395587939 44.943160727620125 10.622854173183439 6.8002526760101301 7.2283725589513779 9.0210040807723981 16.307010859251022 27.613782048225403 17.048102498054504 21.829391300678257 7.1184298992157 8.4839636981487256 10.391349717974661 11.572633206844332 7.1742228269577017 13.125035673379896 9.1147857606410962 23.660579711198807 15.575304597616194 18.645908623933792 6.6851811259984961 7.9074274599552172 61.996364504098892 16.515068203210831 12.678515911102297 8.534247010946272 10.297830283641813 20.21885716915131 7.5167752206325522 8.2961017191410047 22.65907496213913 15.036434128880499 6.9633394777774811 533.90811479091644 7.253308117389679 22.068738967180252 7.5954513996839514
leaf_count=1176 2829 29 3408 2389 1320 615 244 34 30 20 23 25 25 20 40 20 117 29 20 32 22 23 82 29 216 28 27 123 30 19 21 27 46 78 47 60 20 24 29 32 22 36 25 66 43 51 21 22 169 45 35 24 28 57 22 25 66 46 20 1496 20 60 22
internal_value=-0.00111381 -0.00314195 4.82825e-05 -0.00814703 0.000252696 -0.0142708 -0.000971083 -0.0213665 -0.00378186 0.00665406 0.0306315 0.0086351 0.0228058 0.00825864 -0.00317582 0.00329038 -0.00123066 -0.00635415 -0.0131081 0.00341783 -0.0258565 0.0448891 0.00911961 0.0132676 0.00259932 0.0172322 0.0156617 0.025758 0.00180559 0.0339802 0.00812414 0.00761707 0.00300616 -0.000756962 0.00111463 -0.00469823 0.00629621 0.0241257 0.0087845 0.00560969 0.013883 0.00919896 -0.0104565 0.0202528 0.0101463 0.00717843 0.00423727 0.00672013 0.01309 -0.00949678 0.0170861 -0.00151648 -0.0122929 -0.00684986 0.00727152 0.0173586 -0.0222887 -0.0122651 0.00712376 0.0105447 -0.0307911 0.02475 -0.00958078
internal_weight=3159.92 3000.49 2733.34 1398.55 1073.05 336.53 208.458 44.8392 20.4041 15.6929 9.02341 1334.79 34.5426 1300.24 91.0477 70.8489 63.6594 56.8625 46.9239 18.3938 20.1988 16.1488 1209.2 321.541 87.1177 234.423 224.222 79.2154 20.2436 58.9718 14.0286 887.655 344.726 272.023 255.716 145.468 59.4316 30.3134 110.248 99.8565 64.6473 57.473 20.6874 36.7856 145.007 129.432 119.003 112.318 80.6423 31.6758 72.703 21.2128 86.0367 68.9886 36.0317 28.515 32.9569 29.1182 14.0818 542.929 15.1607 51.4902 35.2092
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 77 43 3761 105 3656 268 206 186 166 137 57 62 48 3388 893 245 648 620 220 57 163 40 2495 972 771 725 415 170 84 310 281 181 159 57 102 400 357 328 307 220 87 201 59 245 198 104 82 94 86 40 1523 42 142 100
is_linear=0
shrinkage=0.05


Tree=101
num_leaves=64
num_cat=0
split_feature=73 36 34 65 26 15 73 56 27 7 70 29 70 44 30 70 28 26 72 11 65 2 22 70 1 26 42 7 1 19 7 73 4 3 69 64 29 20 3 0 55 70 7 3 53 72 19 6 6 1 19 26 28 66 31 19 71 71 34 64 7 71 7
split_gain=36.8659 20.7907 13.1415 8.08173 7.7448 7.68146 5.97629 6.02267 5.60853 6.0703 5.82148 5.56319 6.34737 5.43524 5.3256 5.28509 5.57582 6.49702 6.12103 5.36011 5.25289 5.15536 5.14189 5.10066 4.96439 5.29591 4.95403 4.71324 4.62202 5.38004 5.1738 4.52771 4.77061 6.03648 6.10368 4.43317 5.49385 6.12067 5.75645 7.28326 5.35065 5.04008 5.92618 4.91745 5.80816 5.63945 5.12715 4.81558 4.86914 4.71411 5.01292 4.87655 4.55895 4.48074 4.41919 4.35781 4.34327 6.1764 6.09823 4.319 4.31106 4.2296 5.8838
threshold=1.0000000180025095e-35 4.5250000000000012 2.5250000000000004 0.010952380952380903 0.50707142857142873 0.36666666666666675 3.5000000000000004 2.1450000000000005 0.57154761904761919 15.780880009746285 0.33041666666666675 3.4365079365079372 -0.62583333333333324 8.1850000000000005 0.13825462722712334 -0.71291666666666653 5.6125000000000007 0.50816666666666677 0.77250000000000019 1.5166666666666668 0.66947368421052644 -310.68858666215129 0.61250000000000016 -0.55374999999999985 1624.3806710024874 0.51707142857142874 1.635 -23.550508757322742 1436.0214681661337 3.5000000000000004 26.518538813720287 1.5000000000000002 1568.7847522411505 1545.2503469175165 0.41000000000000009 0.0098529411764705019 3.7888888888888892 1.0000000180025095e-35 1398.283460109308 1391.1119952848792 1.7250000000000003 0.0087499999999999523 27.038125680200782 1525.2499270633421 2.6550000000000007 -0.11749999999999992 1.0000000180025095e-35 1482.459440933176 1498.4758934514141 1520.3519127530542 2.5000000000000004 0.47050000000000003 5.3875000000000011 1.788888888888889 0.17157287157287157 1.0000000180025095e-35 0.10958333333333327 -0.21791666666666662 1.6450000000000002 0.071742788461538462 29.428046538214975 0.21416666666666667 -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 2 2 2 2 2 2 2 2 2 2 2 2 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 11 -6 7 -3 15 10 59 31 13 27 -8 19 17 -17 22 -7 21 -5 -19 -14 25 -18 -4 -13 30 -30 -24 -2 -33 34 55 36 37 53 56 -40 49 43 61 47 46 -46 -45 -37 -49 51 -51 -39 -48 -25 -26 -34 57 58 -38 -10 -11 -43 -63
right_child=1 6 26 20 5 8 14 -9 9 60 -12 12 23 -15 -16 16 24 18 -20 -21 -22 -23 28 35 54 -27 -28 -29 29 -31 -32 32 33 -35 -36 41 38 40 39 -41 -42 42 -44 44 45 -47 52 48 -50 50 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 62 -64
leaf_value=-0.034830443436190031 0.0085208219769873205 -0.0067457140143191586 0.01967511850102642 0.049157541755960828 -0.030955365812580654 0.054186686339358726 -0.0011873839102523771 0.056821362884870108 0.0059659053306466772 -0.028922202446289454 0.055792352771426461 0.0042094454413231812 -0.019967367767996767 -0.011691626980539016 -0.025344164350517423 -0.04485400132179182 0.025994486924724371 0.00073540941221689703 0.044405324012515568 -0.0095338901179055809 -0.033216671030127647 -0.0041304442643047877 0.035525237555729582 0.012422209461222466 0.039096717638384133 -0.020634891755023713 0.0063186759582662122 0.050737616788820161 -0.029353964938919293 0.0066332402017539637 -0.026438312495529949 -0.007477800465998218 0.033315844325539239 -0.027000329712360566 0.055558280479310031 0.068391053073480687 0.018069772707459967 0.0038865607154424477 -0.021394647058256139 0.0011498923537065471 0.031878058191281963 -0.0051673804491318386 0.037168173483051715 -0.024659272964954872 0.007974716744418426 0.069978838217909151 0.017743364843934212 -0.00014132701197412274 0.030138757599796635 0.045580409779816811 -0.011092102187448881 -0.029976188361058892 -0.022610140199359936 0.048708473470971021 -0.0055928938212073355 -0.026226305529356189 -0.0040527179347693695 0.026946290150067005 -0.026770881251399332 0.03431987781089333 0.017364816057232346 0.054086424189458082 -0.011609294812280775
leaf_weight=72.559807863086462 87.488731503486633 232.78191784769297 75.634570837020874 4.5728668272495261 21.763994663953781 8.0803587138652784 30.354535348713398 3.7868004739284506 91.430310934782028 16.391709789633754 7.4666132628917685 7.5488636195659664 19.075793743133545 6.9933466017246237 91.862846277654171 8.3658509552478773 6.5003529340028754 490.38673859834671 7.4992520362138739 5.5789480805397025 15.488558322191237 609.19534696638584 8.7355503588914853 16.063449218869209 7.377392232418063 96.274683520197868 845.65124683827162 19.509737595915794 41.433249518275261 13.859546244144438 5.4834866970777503 206.27370068430901 6.0456648319959694 6.8365609645843497 10.065689444541929 6.2616895735263816 18.070211827754978 28.625091031193733 39.701254829764366 366.89862133562565 16.14844311773777 80.529995903372765 11.543941244482992 14.445300996303557 8.0369295626878721 6.7448481917381278 35.071357116103172 17.630487665534019 53.757406890392303 9.6678070127964038 6.5426325500011435 16.913938000798225 8.7441486567258817 18.086712449789047 22.112905234098434 6.2496179193258286 33.208881199359894 57.003224432468414 13.063920021057127 15.743185192346571 7.257754758000373 7.6443972140550613 6.1502080857753736
leaf_count=1176 260 1253 257 14 81 25 183 15 290 59 24 23 61 23 655 29 23 1726 27 21 140 2328 29 54 25 407 2468 59 151 48 23 758 19 25 32 20 57 95 125 1199 54 265 45 52 27 23 114 58 168 28 20 61 31 60 77 22 110 180 42 48 33 23 21
internal_value=0.000495293 0.00112605 0.00223899 0.000525851 0.00198187 -0.00161973 -0.0103665 -0.00572818 -0.000877317 0.00834693 0.0131049 0.00447722 0.00640503 0.0276017 -0.0193445 -0.00264486 -0.00323917 -0.0011125 -0.000467567 0.0281609 -0.00445913 -0.00373342 -0.00106859 0.00561673 -0.0124968 -0.0176857 0.0074152 0.0377571 -0.0137953 -0.0203335 0.0116294 -0.00119161 -0.00480024 0.0141161 0.0266869 0.00616108 0.00393497 0.0139907 0.00180081 -0.0010514 0.00625318 0.0117141 0.00335318 0.0175881 0.00827539 0.0362669 0.00117346 0.0263483 0.0226606 -0.00044812 0.022707 -0.00869062 0.00969012 0.0316403 0.00558681 0.00305093 0.0113578 0.0171643 -0.000745421 0.0101309 -0.0147172 -0.000785273 0.0247965
internal_weight=4136.27 4063.71 3704.93 2783.64 2154.38 881.742 358.786 236.569 859.978 138.29 114.64 1272.64 949.683 34.0519 122.217 721.688 708.029 575.764 567.398 13.6593 629.257 613.768 559.899 915.631 132.265 102.775 921.286 27.0586 69.5118 55.2928 14.219 322.96 235.471 29.1975 22.361 896.555 639.994 112.048 527.946 406.6 77.8979 256.561 105.869 150.692 73.0426 14.7818 58.2608 77.6496 71.3879 61.7495 16.2104 45.539 43.8155 34.1502 29.4903 12.2953 121.346 88.1374 31.1341 107.173 23.6495 94.3246 13.7946
internal_count=15849 14673 12567 9842 7360 3146 2106 1268 3065 454 362 4214 3098 105 838 2611 2565 2033 2004 46 2482 2342 1977 2993 532 430 2725 82 251 199 52 1116 856 98 73 2932 2085 372 1713 1324 258 847 354 493 247 50 197 246 226 204 48 156 145 114 102 41 389 279 99 338 92 309 44
is_linear=0
shrinkage=0.05


Tree=102
num_leaves=64
num_cat=0
split_feature=73 65 65 39 65 1 0 28 23 42 14 64 38 56 3 20 18 10 65 31 1 0 38 26 8 51 73 69 27 12 40 56 11 55 65 23 6 8 73 8 12 30 0 19 71 29 9 60 10 8 73 5 2 1 10 55 23 31 40 4 19 1 6
split_gain=46.2867 20.0444 18.1861 16.4629 10.6391 7.22192 7.54759 5.95628 5.57048 7.02641 5.7643 6.09909 5.50151 5.41641 6.7659 5.42605 5.02576 4.95861 5.19391 5.73477 7.40661 5.15102 5.62761 5.20644 6.27913 5.69132 5.12704 5.11036 7.22851 4.94212 4.79378 4.78283 4.70964 4.69172 4.76332 4.70622 4.76474 4.68536 4.65402 6.30499 5.0466 4.77069 5.14749 5.0468 7.61852 5.03483 4.78415 4.74463 4.63761 4.49387 5.06029 4.69957 6.20322 6.80113 5.37521 9.13398 6.96545 5.68879 5.25914 4.58395 5.35756 4.42816 4.395
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 0.38699790570434939 0.051050454921422607 1767.6845169171197 1647.1964768778728 1.8166666666666669 3.6904761904761902 7.2650000000000006 0.90000000000000013 0.011079545454545451 0.20637070574773184 2.0450000000000004 1435.2249181771851 1.0000000180025095e-35 1.5000000000000002 2.9309523809523812 -0.075870445344129581 0.12681311751103638 1455.6500541659259 1630.6176381851963 0.17400105226946813 0.44133928571428577 1.3785714285714288 1.4550000000000003 4.5000000000000009 0.25000000000000006 0.44950000000000007 0.70833333333333337 2.5150000000000001 1.675 0.30952380952380959 1.6450000000000002 0.0049530956848029507 5.5833333333333348 1474.6268971433149 1.1833333333333336 1.5000000000000002 2.2583333333333337 0.55000000000000016 0.12456896551724136 1594.3835350266736 3.5000000000000004 -0.11291666666666664 5.8944444444444457 1.5773809523809526 0.099094970787031708 1.1833333333333336 1.0690476190476195 2.5000000000000004 1499.7192595450904 -273.58719182112105 1685.6772616207741 2.0333333333333337 1.6950000000000001 3.6125000000000003 0.21118935837245698 3.7350000000000008 1664.7865673545909 3.5000000000000004 1346.9576433507498 1486.6041896485237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 17 11 33 61 14 -8 -15 30 18 19 20 -9 22 -21 24 27 26 -25 -24 -29 62 -13 -31 -16 34 35 36 -10 -30 39 40 41 45 43 44 -43 46 47 -5 -35 51 -51 52 -40 54 59 56 57 58 -56 60 -54 -6 -14
right_child=1 2 -4 38 12 -7 13 8 10 -11 -12 16 29 15 32 -17 -18 -19 -20 21 -22 -23 23 25 -26 -27 -28 28 37 31 -32 -33 -34 48 -36 -37 -38 -39 49 -41 -42 42 -44 -45 -46 -47 -48 -49 -50 50 -52 -53 53 -55 55 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.035230586729525497 -0.039109531552958328 -0.016752393489399341 0.039587624838416963 0.0074553430280568066 -0.015389476329851657 -0.019774621738281883 0.04481953686489825 0.00082695854992451449 0.016350731617212341 0.027174634330280445 -0.018345097698585749 0.013205972155440109 -0.0018946550716890311 -0.049927848560677224 -0.023868348257303537 -0.0010098801574910301 -0.0084347229399933162 -0.01456753219284905 0.0032436952292484093 -0.066940660970168514 -0.016327566149201535 -0.030951125472890535 -0.041216681882216243 0.0016712754774081688 -0.029860184493576282 0.045011404200633452 0.018579802417452048 -0.025713261753344221 0.0094829837482140918 0.039247544392371131 0.057161406062672532 -0.0045741765912788845 0.0097544742911425588 0.019282846674358665 0.029787986481036446 0.0094566232387861288 -0.020159824397658906 0.056202127102394021 -0.021640897805390455 0.043664576747295063 -0.03425036174438479 -0.023818237553418706 0.031560656091069193 -0.030323109015837846 0.014219280272512826 0.052368819454848475 -0.010888506478499607 0.054610150647809511 -0.016521116386001223 -0.023758885598521615 -0.0086395093086464609 -0.016093249438288861 -0.00094862097492837963 0.057296653272894654 -0.02588355364118455 0.065238169333841273 -0.033716537269045936 0.060661222629731608 0.034802745737188917 0.038485890543529341 -0.032461494259311781 0.024049871058048553 0.0072171076597978322
leaf_weight=89.879963465034962 30.938442081212997 50.669884532690048 30.760565482079983 17.459823533892635 7.938996508717536 41.750824600458145 13.437911733984945 121.61279074847698 9.7650097757577878 26.238695397973061 69.501589775085449 37.182150259613991 171.17688326537609 6.8816278874874106 10.794134229421614 32.16308268904686 22.519993245601654 49.080019697546959 1426.1266558170319 2.9208360612392417 130.38016214966774 12.011836007237433 6.2564988434314719 304.35687136650085 24.898688122630119 8.7353646010160428 52.577608436346054 12.007513508200644 23.722391739487652 20.601225227117542 7.4448516815900794 8.9236031323671323 296.52644534409046 28.520769119262695 6.7671360671520224 19.581449687480927 105.2568421214819 6.9354820102453223 27.269366234540939 8.3926957845687848 10.526304528117178 22.618091553449624 8.3445648998022062 21.484585106372833 31.493414863944061 7.1955636888742438 20.037698596715927 7.681304693222045 13.244057595729826 74.6259870454669 214.15092216432095 55.784442603588104 97.21989531815052 5.8010271191596976 7.3590794354677254 8.2373360842466337 8.1171057820320112 6.2765496820211402 6.93375064432621 6.3053893893957129 15.660030677914618 68.748333901166916 583.3153428286314
leaf_count=1176 196 155 179 54 31 155 41 365 30 111 212 113 530 20 33 98 69 154 4193 10 401 36 21 923 77 26 156 37 73 69 22 28 989 89 20 62 323 21 129 25 35 69 26 72 94 23 63 21 40 326 771 208 346 22 26 29 31 21 28 22 60 291 1773
internal_value=0.000304462 0.00100011 0.00127222 0.00101202 0.00228875 0.000874418 0.00116784 0.000221161 0.000561418 0.00145472 -0.00560618 -0.00206867 0.00718536 0.00795167 0.010092 -0.00963167 0.0108216 0.00114539 0.00150702 -0.00199903 -0.00804873 0.00135574 0.0022329 0.00269262 -0.00941954 0.0051378 0.00416196 0.000983679 0.00717199 0.00593515 0.0205388 0.0260028 0.00857353 -0.0067949 -0.0111448 -0.0132026 -0.0170602 0.0200519 -0.0061049 0.00151509 -0.000893957 0.00168184 -0.00570676 -0.00982047 -0.00168004 0.0135236 0.00733675 0.0218624 0.00792904 -0.00832111 -0.0125467 -0.00333978 0.000420908 0.00413662 0.00216119 0.0188303 0.00550423 0.0209816 0.00355664 -0.00300292 -0.00532046 0.0199669 0.00514986
internal_weight=4681.13 4591.25 4560.31 4529.55 3840.57 2979.87 2938.12 2578.32 2527.65 2207.86 319.784 250.282 860.704 359.803 320.758 39.0447 67.147 2181.62 2132.54 706.416 251.993 454.423 442.411 439.49 73.8206 365.67 356.934 48.9219 42.6654 784.017 44.627 29.5248 307.321 183.135 141.37 134.603 115.022 30.6579 688.975 155.234 146.841 136.315 83.9407 75.5961 54.1115 52.3744 45.1788 25.1411 41.7648 533.741 288.777 244.964 189.18 161.91 156.109 36.9238 28.6865 20.5694 14.2928 119.185 112.88 76.6873 754.492
internal_count=15849 14673 14477 14298 11797 9075 8920 7739 7584 6604 980 768 2722 1181 1063 118 204 6493 6339 2146 766 1380 1344 1334 229 1105 1079 152 131 2400 135 97 1022 564 435 415 353 94 2501 482 457 422 261 235 163 161 138 75 129 2019 1097 922 714 585 563 135 106 75 54 428 406 322 2303
is_linear=0
shrinkage=0.05


Tree=103
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 54 11 28 12 30 28 6 24 4 5 24 59 26 72 8 65 13 66 9 19 65 3 23 70 29 27 18 4 28 56 27 54 3 72 29 42 11 69 70 3 66 3 69 71 71 52 6 1 31 20 40 60 29 4 25
split_gain=90.7023 120.904 72.1338 126.521 38.9363 37.9559 9.01947 4.58456 2.85524 3.32467 2.78014 2.84421 4.40212 4.95838 4.30035 4.35112 4.72101 5.08593 3.87794 3.73945 4.01727 4.75726 4.70697 4.08187 4.84251 4.06608 3.91747 4.42184 4.02256 3.58562 3.67871 4.62409 4.32185 3.595 3.15125 3.13799 3.45392 3.10965 3.4996 3.05707 4.69135 5.96514 2.87754 2.86879 2.94561 4.65105 3.23272 2.86181 3.56535 2.77673 2.71914 5.32189 4.61843 4.97447 4.32495 5.25781 4.0631 3.82979 5.1666 6.81313 6.46745 3.50347 3.2194
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 1.405 1.1833333333333336 0.89444444444444449 0.22500000000000003 0.047394429469901155 2.7071428571428577 1467.1111238543742 0.43650793650793651 1445.1602012691753 1493.2029821813119 0.64583333333333337 2.2179468107965161 0.44950000000000007 0.28291666666666671 0.86190476190476206 1.0000000180025095e-35 0.63333333333333341 2.4027027027027033 0.59166666666666679 1.0000000180025095e-35 -0.12526315789473683 1531.3535175602676 1.6125000000000003 -0.2904166666666666 3.9500000000000006 0.46707142857142864 1.0000000180025095e-35 1374.1294521035281 3.183333333333334 1.5650000000000002 0.51950000000000018 1.4550000000000003 1603.1787203898634 -0.16624999999999993 3.0500000000000003 5.0050000000000008 1.5773809523809526 0.21000000000000005 -0.027916666666666649 1400.0962246074457 2.6769449715370022 1313.4077985226997 0.79000000000000015 -0.20791666666666661 -0.12791666666666662 3.1550000000000007 1527.3876361961068 1579.6491734262988 0.079286500078579264 1.5000000000000002 2.3950000000000005 0.069435023138726806 5.2928571428571436 1443.8257622345925 0.64583333333333337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 -6 -7 -8 9 -9 -5 12 -12 37 18 16 17 -16 -15 -13 21 22 -21 24 26 -24 27 -22 -29 30 32 -32 -18 -31 -35 -28 -37 -14 -39 40 42 -42 -38 44 45 -25 -47 -33 -49 -17 52 -52 54 -54 55 56 -51 58 60 -60 61 -58 -59
right_child=1 2 3 4 5 6 7 8 -10 -11 11 19 13 14 15 49 29 -19 -20 20 23 -23 25 43 -26 -27 35 28 -30 33 31 47 -34 34 -36 36 39 38 -40 -41 41 -43 -44 -45 -46 46 -48 48 -50 50 51 -53 53 -55 -56 -57 57 62 59 -61 -62 -63 -64
leaf_value=0.036797231031246713 -0.035690130965385876 0.0084061118838229514 -0.035745285760510802 0.038848320144820342 -0.035823520032369653 0.0045532201838402696 -0.035949183984776312 0.027894046578609107 -0.038035688825486837 -0.018404312641161918 0.057650414775061047 -0.017919476340678971 -0.030724478890449592 0.010816516704575318 0.026741062037954427 -0.020112516298956048 0.024357284411951077 -0.023786640821237003 0.064461584937898761 -0.0046781302661353715 0.037984254055634721 -0.013557241053524391 0.015390123894429526 0.039780377824833513 0.044125267420797906 0.053510430883319408 0.034562576112128811 0.034505458062274438 -0.013399601398656159 0.0014414153876069048 -0.011560240209894311 0.062143470905733002 -0.020675364825457437 0.022810317174991167 0.060611331094680178 -0.030777367009496411 0.026010284406035408 0.018949042804826392 -0.02606871220323257 -0.02723219325960918 -0.014729950564931142 0.04295395278336659 -0.0058537374313511236 -0.031631946317356323 -0.026005941212004488 -0.028828989463244661 0.0092688715889943079 -0.00024374318935619523 0.044777368601486379 -0.036615746866463829 -0.012755205204411084 0.036547977276818473 0.0030111285366605581 -0.024805504467680806 0.045525753615597006 -0.022322518988044118 0.041604545545096495 0.013858604314063048 -0.039403604430853126 0.026853298603443727 0.064674532060479031 -0.0023502266226108877 0.04846730913092738
leaf_weight=150.42127913236618 258.26581214368343 1333.73483800143 314.86891322955489 6.6713584065437308 123.84071536362171 163.62276476621628 23.611849348992109 8.4682411104440707 4.6236497163772574 7.1527254432439795 4.59601105749607 20.624720364809036 12.064313106238844 6.7232470363378507 8.3134878277778643 9.9777892231941205 9.6650489419698733 12.421329207718371 6.7522166669368744 9.6647788286209089 15.56729696691036 9.8724567741155607 13.084211885929109 6.9490906149148968 7.6104519963264456 15.031648427247999 5.9925646036863318 6.5351835042238227 13.300643414258959 5.6125861406326321 6.4246743619442013 7.3799303174018887 11.872815370559691 8.9778480380773562 14.287246793508528 9.9181269854307157 7.8336733728647223 11.432621747255327 6.9363273233175269 9.4292456433176977 6.6711713969707516 13.656258270144461 74.169716492295265 12.520018585026262 11.310613609850405 9.6960983425378817 13.078730300068854 7.8009284734725979 10.079656928777693 3.6744538694620124 7.7602965682745007 18.573155224323273 133.84394807368517 18.265684530138969 9.5635852217674238 10.937919735908507 6.0633182227611604 12.634617000818253 10.119483605027201 6.2925862967967978 6.5839171856641761 17.966916441917419 14.353320106863976
leaf_count=1176 2829 3761 3408 19 1320 615 244 35 31 41 13 66 42 22 24 32 29 43 19 31 49 34 39 28 23 43 18 19 46 19 20 21 38 28 43 31 23 33 23 40 22 42 228 72 46 37 46 24 29 12 25 57 415 76 30 36 18 39 33 19 20 63 42
internal_value=-0.0010832 -0.00299829 0.00010918 -0.0078903 0.000318406 -0.0139186 -0.000843976 -0.0209802 -0.00352149 0.00669437 0.00671748 0.00642403 0.00897387 0.00845762 0.0099275 0.00896664 0.0177898 -0.00352789 0.0376967 0.00260646 0.00416348 0.0173475 0.0254232 0.00136174 0.00514047 0.0357705 0.0033211 0.0180376 0.00238337 0.0231736 0.0154768 0.0263146 -0.000467105 0.0373592 0.0460242 -0.000759799 -0.0024994 -0.0110029 0.00194982 1.0122e-05 0.00252036 0.0240229 -0.00280981 -0.0106815 -0.0042893 0.00397437 -0.00695082 0.0359475 0.0251356 0.00580093 0.00673559 0.0220187 0.0051277 -0.000329159 0.0135811 0.010134 0.0147036 0.0172514 0.00863517 -0.0139999 0.0207697 0.00874046 0.032265
internal_weight=3125.75 2975.33 2717.06 1383.33 1068.46 331.32 207.479 43.8565 20.2446 15.621 737.139 730.468 437.951 433.355 402.922 389.447 102.836 20.7348 13.4755 292.517 271.892 47.6531 37.7806 224.239 170.684 28.1159 163.074 35.4031 19.8358 82.1007 53.2231 31.6852 21.5379 28.8777 23.2651 127.671 121.678 30.4333 18.3689 111.76 102.331 20.3274 82.0034 53.5546 41.0345 29.7239 22.7748 25.2605 17.8806 286.611 276.633 26.3335 250.3 152.11 98.1901 88.6265 77.6886 74.0142 47.0262 16.4121 30.6142 24.0302 26.9879
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 76 2389 2370 1387 1374 1276 1235 318 67 41 983 917 147 113 770 541 82 518 114 65 251 161 94 67 90 71 404 386 98 56 355 315 64 251 229 157 111 83 74 53 917 885 82 803 491 312 282 246 234 153 52 101 81 81
is_linear=0
shrinkage=0.05


Tree=104
num_leaves=64
num_cat=0
split_feature=73 36 34 65 26 15 73 22 52 29 70 9 27 7 70 41 36 65 70 28 26 72 11 7 22 70 44 36 1 26 30 8 74 18 70 31 20 1 19 7 55 2 3 44 72 2 40 4 64 20 2 51 44 11 26 71 7 64 29 20 3 0 55
split_gain=34.3841 18.7664 11.7637 7.26426 7.15202 7.26909 5.83739 6.54273 5.95511 5.15913 5.87044 5.25397 5.14859 5.65005 5.38657 5.0193 4.95804 4.95368 4.90394 5.13954 6.1874 5.61285 4.91524 4.87608 4.81553 4.79803 4.79204 4.67771 4.67388 4.9841 4.54261 6.02623 5.42862 6.85447 8.00397 5.07542 4.87235 4.38305 5.07948 4.78263 4.24823 6.024 5.65096 5.7635 5.59852 5.23264 5.50485 4.93174 5.86038 4.75116 8.61574 4.71089 6.08987 4.32898 5.29063 4.62627 4.20477 4.16162 5.15315 5.68325 5.3426 6.82208 4.91591
threshold=1.0000000180025095e-35 4.5250000000000012 2.5250000000000004 0.010952380952380903 0.50707142857142873 0.36666666666666675 1.5000000000000002 0.61250000000000016 3.5550000000000002 3.4365079365079372 -0.62583333333333324 1.861904761904762 0.57154761904761919 15.780880009746285 0.33041666666666675 2.7650000000000001 6.870000000000001 0.66947368421052644 -0.71291666666666653 5.6125000000000007 0.50816666666666677 0.77250000000000019 1.5166666666666668 -62.491657633922948 0.61250000000000016 -0.55374999999999985 8.0550000000000015 1.1450000000000002 1624.3806710024874 0.51707142857142874 0.15362762237762237 3.2333333333333338 1.5000000000000002 1.5000000000000002 0.052083333333333252 0.091287878787878765 2.5000000000000004 1436.0214681661337 3.5000000000000004 26.518538813720287 1.635 -165.46759499647405 1488.7526064718165 5.0950000000000006 0.47708333333333336 107.60570899201686 2.6050000000000004 1500.0037383068272 0.011079545454545451 2.5000000000000004 16.634988790753713 1.3550000000000002 5.2750000000000012 0.90277777777777779 0.41707142857142859 -0.13374999999999992 -23.550508757322742 0.0098529411764705019 3.7888888888888892 1.0000000180025095e-35 1398.283460109308 1391.1119952848792 1.7250000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 -6 7 8 -3 40 11 -11 18 14 -14 -10 30 23 22 20 -20 24 -7 -5 -22 -12 56 -4 29 -21 32 -32 35 34 36 -8 -34 39 -39 -26 41 -2 44 -44 45 46 -42 48 -45 53 -51 -48 -53 55 -55 -43 -13 58 59 -27 -60 -62 -61
right_child=1 6 27 17 5 12 16 -9 15 10 25 26 13 -15 -16 -17 -18 -19 19 28 21 -23 -24 -25 37 57 -28 -29 -30 -31 31 -33 33 -35 -36 -37 -38 38 -40 -41 42 49 43 47 -46 -47 51 -49 -50 50 -52 52 -54 54 -56 -57 -58 -59 60 62 61 -63 -64
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Tree=105
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split_gain=43.1334 19.2139 17.2758 15.0158 8.86496 6.4092 7.13297 6.39701 9.13366 6.50794 5.85377 5.74253 5.84246 5.39038 5.19681 5.28706 6.08182 4.92396 4.47235 5.44152 5.30551 6.24287 4.9851 4.42667 5.04444 4.94889 5.8773 5.9268 5.20478 5.1382 5.09811 5.08517 5.37283 5.47128 5.07765 4.90024 4.929 6.01243 6.79825 6.13954 5.06502 4.87367 5.06521 6.07952 5.02984 4.85098 4.79576 5.13284 4.49768 4.49402 5.04391 4.47172 4.42205 4.35441 4.27239 4.24357 5.06499 4.20203 4.18211 4.96617 5.82781 5.24054 4.79576
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=84.486605957150459 29.981428854167461 30.451552405953407 29.538068599998951 1082.7229077294469 416.94139574468136 71.492322310805321 409.97328531742096 36.183541283011436 46.354767143726349 12.015139296650885 30.901235044002533 112.05229224264622 24.01383039355278 58.900191724300385 7.0684368014335623 14.511532053351401 22.67262989282608 58.145408764481544 19.410169526934624 48.043615400791168 38.504609122872353 50.08719590306282 46.620044559240341 33.970440089702606 273.58007484674454 30.32508647441864 6.5949842929840079 194.5779672563076 7.1423628479242307 12.129211679100989 36.802277341485023 15.825030371546744 9.9507589787244779 71.04741832613945 321.8244931101799 19.321211650967602 12.842305421829222 14.50206410884857 45.440269961953163 55.748664945363998 10.716718479990957 17.868632450699806 8.0413174033164996 14.529910355806349 14.412425279617308 13.491074711084364 8.0566832721233386 17.73303858935833 71.529983296990395 55.486560389399529 9.9555769860744459 25.475569099187851 72.458084508776665 5.4110387563705435 59.457439124584198 9.9030867815017718 8.1339312195777875 7.2660773694515228 17.828264370560646 230.65235196053982 13.232351660728453 11.241621673107145 10.600202262401579
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is_linear=0
shrinkage=0.05


Tree=106
num_leaves=64
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split_feature=73 73 73 73 73 73 73 73 2 0 71 9 72 6 70 35 49 27 13 54 60 35 35 44 13 74 71 30 0 22 27 27 44 70 72 66 70 56 26 5 71 28 20 52 74 65 27 72 6 46 8 55 71 36 1 11 28 28 72 29 72 2 31
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threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 109.59485525226513 1498.0693430872971 -1.0000000180025095e-35 0.51666666666666672 0.13666666666666669 1472.4175233093379 -0.17624999999999993 3.1050000000000004 1.8350000000000002 0.50683333333333336 1.0000000180025095e-35 1.5750000000000004 0.047649100125880306 4.1050000000000013 4.205000000000001 10.925000000000002 0.55000000000000016 1.0000000180025095e-35 -0.06916666666666664 0.13523674049989837 1546.9629248252099 0.38750000000000007 0.50816666666666677 0.45816666666666667 9.5100000000000016 -0.17874999999999994 0.37041666666666667 2.5811403508771931 -0.034999999999999941 1.5550000000000004 0.50527777777777783 1495.4749964319408 -0.35833333333333328 4.2928571428571436 1.5000000000000002 3.2850000000000006 1.0000000180025095e-35 -0.34020373514431235 0.36050000000000004 0.54958333333333353 1498.9975026149996 4.1950000000000012 1.0972222222222225 1.675 0.07541666666666666 1.9750000000000003 1550.8741480185674 1.3095238095238098 4.0500000000000007 3.0500000000000003 0.14083333333333328 6.354166666666667 0.015833333333333251 135.98915112486659 0.13123033614836893
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 3 4 5 6 7 8 -10 10 -12 -13 -14 18 16 -17 17 -19 19 20 -22 22 23 -25 -26 29 35 28 -30 30 -32 32 -34 34 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 46 47 58 -49 49 -51 51 54 53 -55 -56 -57 -58 -59 59 -61 -62 -63 -64
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leaf_count=1176 2829 29 3408 2389 1320 18 244 34 30 24 19 566 31 40 48 25 45 20 42 24 30 22 20 20 27 36 32 50 26 37 39 20 39 43 20 30 32 31 74 25 172 22 927 22 15 22 243 21 123 21 72 21 27 28 21 84 36 27 316 24 178 35 378
internal_value=-0.00106245 -0.00287104 0.000154346 -0.00765311 0.000375632 -0.0135611 -0.000708688 -0.0206106 -0.00329677 0.00677938 0.0296486 0.00451142 -0.0190275 0.00815445 0.0187929 -0.000142614 0.0277876 0.0420866 0.0076755 0.0089239 0.0352413 0.00851009 -0.0053089 -0.000276934 -0.00620808 0.00220297 0.011808 -0.0014889 -0.0175779 -0.0021666 -0.0173688 0.0024991 -0.003392 0.0171231 0.0303583 0.0281307 -0.0317312 0.0156385 -0.0139965 0.00632313 0.00163353 0.0238067 0.00926268 0.00710372 0.00661986 0.000892139 0.00923627 -0.00140077 0.000197629 -0.00614424 -0.0087382 0.00025804 -0.00870953 0.0131337 0.0270562 0.011757 -0.000838118 0.021383 0.00979656 0.00232596 0.0128211 0.00936571 0.011095
internal_weight=3092.23 2950.39 2700.75 1366.83 1062.28 326.233 206.517 42.9121 20.09 15.6007 9.10418 163.604 11.4114 1333.92 57.4661 18.5064 38.9597 22.9212 1276.45 1039.35 16.0897 1023.26 52.8491 46.8125 40.6398 237.099 74.1359 40.8546 26.2864 162.963 38.2697 124.693 88.8866 35.8068 22.8503 33.2813 24.1404 22.3311 33.3177 13.2906 75.2996 14.3465 970.415 632.724 624.815 195.919 428.896 181.04 173.539 112.059 104.384 60.0628 45.0032 19.5983 15.0596 61.4798 30.6258 17.7371 423.697 122.103 301.594 236.975 224.971
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 77 43 615 49 3761 167 54 113 65 3594 2925 54 2871 188 166 146 669 209 116 76 460 108 352 253 99 63 93 69 63 119 45 214 42 2683 1756 1734 545 1189 503 482 313 292 169 127 55 42 169 85 49 1174 340 834 656 621
is_linear=0
shrinkage=0.05


Tree=107
num_leaves=64
num_cat=0
split_feature=73 36 7 36 42 59 8 5 5 5 7 13 30 20 31 64 26 10 31 36 66 8 6 56 73 38 29 10 19 5 5 30 39 26 65 47 11 4 26 0 26 20 5 0 22 65 22 74 65 30 19 60 13 65 28 20 29 1 27 14 74 3 59
split_gain=32.0867 17.2639 8.97186 8.93867 8.84429 5.52814 5.66067 6.18641 9.95687 5.83713 5.7294 5.72384 4.90741 6.02749 4.40075 5.89851 5.9114 4.87603 4.566 4.32697 4.29528 4.29381 4.59123 6.13583 4.25111 4.46221 6.51578 4.18078 4.28738 4.94443 5.25343 4.89207 4.48778 4.46382 5.03992 4.58456 4.63654 5.16134 4.71809 5.68498 4.8145 4.45398 4.99736 4.18026 4.17244 4.15855 4.76992 5.53889 6.72736 5.39216 5.3637 4.47584 4.39002 4.15134 4.35894 4.36902 4.13433 4.10917 4.08334 4.14591 4.0391 4.22572 4.82498
threshold=1.0000000180025095e-35 2.8250000000000006 3.5243579438036936 1.8050000000000004 6.2350000000000012 2.5345147802959445 1.7928571428571431 1488.6593237412505 1486.204389557993 1490.9111651118776 -66.10007883755712 0.36666666666666675 0.10994505494505492 1.0000000180025095e-35 0.11846978557504871 0.017121710526315701 0.51050000000000006 0.87777777777777788 0.082521517071786607 1.9950000000000003 2.7867965367965373 0.27619047619047621 1456.6710229647385 1.7150000000000001 1.5000000000000002 0.15762649780733329 2.9500000000000006 2.378571428571429 1.0000000180025095e-35 1513.3148029426986 1502.5609989447373 0.065985900891561269 0.50713550731999824 0.48211111111111116 -0.013841642228738998 2.2550000000000003 1.861904761904762 1474.688618137732 0.51050000000000006 1439.0910996683542 0.53050000000000008 1.0000000180025095e-35 1495.1136364013198 1432.0489333264943 0.23611111111111113 -0.24624113475177309 0.33166666666666672 1.5000000000000002 -0.3156521739130434 0.1482928240740741 4.5000000000000009 0.073091751428731713 0.70833333333333337 0.15334525939177088 7.4722222222222232 4.5000000000000009 4.6833333333333345 1565.9948010256537 0.40763888888888894 0.70833333333333337 3.5000000000000004 1548.6376161286066 2.7822673972755543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 58 21 27 7 8 10 12 -7 -10 13 -9 15 16 17 18 -5 -16 -19 -3 23 -23 25 -6 -27 28 31 30 32 -2 33 34 57 36 37 44 43 40 -40 -41 -43 -39 -35 46 50 48 51 -50 -24 -48 -47 54 55 -8 -36 -30 59 -4 61 -12 -63
right_child=1 4 3 14 24 6 53 9 11 -11 60 -13 -14 -15 19 -17 -18 20 -20 -21 -22 22 45 -25 -26 26 -28 -29 29 -31 -32 -33 -34 35 56 -37 -38 38 39 41 -42 42 -44 -45 -46 52 47 -49 49 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 62 -64
leaf_value=-0.034640984744612906 0.021948171091514063 -0.022303589972502737 -0.00070507726488180185 0.0021537484490599104 0.050855145048921552 0.023457953197185605 0.0024910914282056402 0.032805576172895715 -0.026967685846128575 0.0091230933403890335 0.0053249209140095004 0.0003867969827811707 0.030706981284359759 -0.031586525642458861 0.027048780128683621 0.041895709035532858 -0.024765341518020997 -0.014890321283098015 0.048569372972727939 -0.00070582533747252289 0.031378520618024687 -0.0027277533476207814 0.0033407584748461326 0.07965825434861229 -0.021935848325271793 0.051032327391161238 -0.023043396725619225 -0.020041679258526152 -0.011696942439299104 -0.029215456870196319 0.022128489175459745 -0.012615155090182151 0.033449412277113726 0.020454109971558013 0.0087034718264804543 -0.016226301088428718 -0.029841388902463357 0.011789271050795958 0.0093094735243545567 0.020825336266318547 0.064998646525383272 -0.048553879291340953 0.0082827621352792036 0.050780446603147671 -0.018669363556312258 -0.0030139599859664726 0.032247932723020692 -0.0063847138714249714 0.026636436035509272 0.090833244464528604 -0.032111289154502676 -0.020390937674634298 -0.021990162344739925 -0.014701002510750108 -0.028495306653102837 0.038043996584087074 -0.018564442421644765 -0.049870937946694185 -0.0041015929437909684 -0.034349259359990468 0.043456711188166575 0.0045659115350495418 -0.034832623786036798
leaf_weight=64.072548475116491 11.694249778985975 26.859258018434048 15.110730141401289 8.1142767220735568 3.9204460680484798 44.018179893493652 268.03676520287991 6.7700899094343168 37.910937242209911 705.31058546900749 385.68762574344873 38.589639857411385 57.129203513264656 7.8460032045841217 15.452748402953146 17.399304196238518 10.748757615685461 15.560585111379625 15.268250137567518 153.90786474198103 7.4020041972398749 5.1948497965931875 106.13206812739372 4.0002956390380859 91.627932630479336 3.7295232564210918 14.55049955844879 25.123111128807068 29.415270268917084 10.827229723334311 39.523162558674812 82.193917624652386 11.173955023288725 10.989977374672891 52.930868595838547 17.483517214655876 6.4095500111579886 10.845926731824877 8.661450266838072 10.838142156600954 7.0319716781377783 7.9678570479154569 7.5151500701904297 18.770616888999939 17.93826599419117 892.75628934055567 9.6698029637336749 14.410520583391188 6.652350530028345 6.435123473405838 11.861307039856909 6.9342173635959616 31.555389985442162 40.408083751797676 10.972417697310446 8.9290592074394208 18.851725146174431 9.2714609801769239 453.64497132599354 23.238916277885437 6.5523071587085715 16.671946942806247 14.555423468351362
leaf_count=1176 36 109 56 27 25 144 821 21 118 2187 1180 120 177 23 44 53 35 50 48 498 23 28 378 17 816 19 87 77 90 34 122 263 32 34 163 53 21 33 26 34 21 27 23 57 59 3770 31 54 21 21 46 26 135 148 36 28 56 27 1750 101 19 50 45
internal_value=0.000464667 0.00102184 0.00319423 -0.00154631 -0.0038995 0.00488362 0.00618205 0.00764237 0.00355294 0.0105052 0.00628938 -0.0131691 0.0240926 -0.00176048 0.00628128 0.0164091 0.00864209 0.0163902 0.0324621 0.00182655 2.44672e-05 -0.00255277 -0.00206857 0.0331138 -0.0171796 0.00245077 -0.00793033 -0.000271206 0.00100128 0.00395032 0.00520757 -0.00831012 0.00249005 0.00101748 -0.00629799 0.00751101 0.0113908 0.0140188 0.0212175 0.0104437 0.0342629 -0.00375805 -0.0209665 0.0365014 -0.00380617 -0.00236634 0.00502067 0.0190501 0.0313946 0.0582021 -0.000223066 0.0102647 -0.00366179 0.000306687 0.0024128 0.00363728 0.0015423 -0.0208455 -0.005426 -0.0210926 0.00450476 0.00389258 -0.0137982
internal_weight=4101.06 4036.98 2800.69 735.848 1236.29 2064.85 1649.39 1321.04 543.986 777.056 467.485 76.5006 71.7453 14.6161 243.854 74.4932 57.0939 46.3451 23.3825 169.361 22.9626 1122.46 1095.6 9.19515 113.828 22.2005 18.28 415.457 390.334 296.446 285.619 93.8882 246.096 234.922 110.469 124.452 106.969 100.559 71.6311 42.0146 15.6934 26.3211 15.483 29.6165 28.9282 1086.41 162.095 44.102 29.6915 13.0875 117.993 16.604 924.312 328.346 287.938 276.966 71.7826 38.6867 491.995 38.3496 423.467 416.915 31.2274
internal_count=15849 14673 9090 2685 5583 6405 5117 4084 1676 2408 1438 238 221 44 778 236 183 148 75 542 73 4636 4527 45 947 131 106 1288 1211 912 878 299 756 724 336 388 335 314 221 131 47 84 50 90 93 4482 577 153 99 42 424 57 3905 1033 885 849 219 117 1907 157 1294 1275 95
is_linear=0
shrinkage=0.05


Tree=108
num_leaves=64
num_cat=0
split_feature=73 65 65 36 2 65 2 37 38 34 65 64 6 29 5 10 72 44 26 55 8 26 53 69 28 28 55 26 8 26 52 72 30 27 4 70 28 11 69 26 4 15 3 66 26 0 51 30 4 64 29 72 4 73 72 4 29 9 27 5 31 3 69
split_gain=40.1984 18.4027 16.5326 13.5926 9.6647 8.43663 8.81738 6.47081 6.2232 5.77258 4.97323 7.12322 6.65042 8.16242 5.48259 4.9291 4.90393 4.69198 4.63312 5.72315 4.38581 4.43956 4.34289 9.52225 4.30305 4.81341 6.77806 5.49572 5.46352 4.87696 4.69598 4.2805 4.22437 4.94008 4.17639 4.75571 4.14715 4.66697 9.6444 5.29801 6.37129 6.20509 4.78748 5.64236 4.84615 4.57508 4.52647 6.0459 6.85869 5.70607 4.88029 5.62005 5.74393 5.97087 5.68221 5.18592 4.48229 4.4646 4.37845 5.76973 6.10724 6.329 5.19605
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 3.1150000000000007 204.34904843199016 -0.14902097902097897 -323.73913880835715 0.42148451555729294 0.32998727949813283 6.9850000000000012 0.046629588431590603 0.011079545454545451 1499.3656915634965 2.8944444444444448 1508.8273746604843 2.9666666666666672 -0.375 5.9650000000000007 0.59316666666666673 1.3550000000000002 1.9666666666666668 0.55816666666666681 2.6250000000000004 0.71000000000000008 1.8660714285714286 3.9500000000000006 1.7250000000000003 0.44612500000000005 3.3666666666666667 0.43133928571428576 1.8650000000000004 0.095833333333333368 0.20207393079733502 0.44050000000000006 1461.4726461391726 -0.28124999999999994 4.9500000000000011 1.2583333333333335 0.87000000000000011 0.41050000000000003 1356.5056600664163 0.77500000000000013 1405.7037078419291 2.0180546519193236 0.44050000000000006 1377.4710821506924 1.2350000000000001 0.24647607702997817 1653.0694608513311 1.0000000180025095e-35 5.6833333333333345 0.12874999999999998 1454.9516375083542 4.5000000000000009 0.39041666666666669 1479.2711414157482 4.1833333333333345 1.1833333333333336 0.54050000000000009 1525.2998708497871 0.14334637964774946 1626.3464568108695 0.97000000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -5 -6 15 24 12 13 14 -12 36 -15 -18 19 -17 21 -19 -14 31 -9 30 28 -28 29 -27 -26 -24 33 -10 35 -29 37 58 39 -39 41 -41 -40 -44 -45 -38 -42 48 49 50 51 52 -48 -54 -53 -56 -43 -57 59 60 61 -8 -60
right_child=1 2 -4 7 8 6 9 10 32 -11 11 -13 22 16 -16 18 17 20 -20 -21 -22 -23 23 -25 25 26 27 34 -30 -31 -32 -33 -34 -35 -36 -37 45 38 42 40 46 56 43 44 -46 -47 47 -49 -50 -51 -52 54 53 -55 55 57 -58 -59 62 -61 -62 -63 -64
leaf_value=-0.034986011890123576 -0.038777433742677926 -0.0070048820231896382 0.039075491245105252 0.019682432417495562 -0.034708257201797932 -0.024014622894860328 -0.0061903810771629098 -0.029027479381112754 0.034217222878397423 -0.030287291263334321 0.032469518123784617 0.016216013102562113 0.030552866441945072 -0.046728331125482574 -0.018346589162037796 -0.028446937479294582 0.014937559759637868 -0.0228198089614522 0.01958325109078228 -0.0014947919641296117 0.017423059295197552 0.014630914335601077 -0.049867075529207251 0.044917002177834439 0.033768914362888251 0.033040665882395071 -0.0316890672260094 0.01400503744471273 -0.037029425065927095 0.0036091845408429803 0.0065062897450696841 0.0052867118835380443 0.03430200239736915 0.0022071699400908564 0.00062509859768961648 -0.02156316630041348 -0.041615996546058784 -0.010622942678033086 0.060180928837622508 -0.03519324916533486 0.0009312102827440695 -0.02394708522356586 0.052233837908003414 0.035204995648576508 -0.012252737873167885 0.0053002808661222339 0.021831174291039711 0.048229063886991851 0.041375305544977807 -0.011340211181720395 0.042491805366889568 0.032945017118924787 -0.013619936209875602 0.035541120606031228 -0.032667524932426702 -0.0086497975640120496 0.029552407462712607 0.04470446394277304 -0.0093358078837732332 -0.024449068966563112 0.0052893206294229817 0.02597988918126461 0.029777213805754838
leaf_weight=79.392005264759064 29.035492360591888 555.15331975370646 28.562829993665218 71.086392432451248 5.9623423367738715 38.177227802574635 298.64443588256836 10.810869991779326 16.450536787509918 15.421469584107397 21.535251036286358 181.14672539383173 28.444093465805054 8.4589715749025327 7.0440971404314032 40.407561540603638 19.391684159636497 55.594300970435143 10.819343656301497 38.427973121404648 10.445332646369932 9.2266579717397672 7.3990879654884356 7.9010758697986594 16.765368595719337 14.546071499586104 20.263945654034615 11.518695920705794 8.0373872816562635 435.14110115170479 273.0217544734478 6.7065379470586777 27.614232093095779 45.090976297855377 134.366359770298 51.043203547596931 5.2501299679279319 84.858071580529213 8.2741195410490018 21.329094931483269 473.91052016615868 6.9767286479473105 8.5601949393749255 8.3923623859882372 14.982834726572035 506.54914203286171 21.092719972133636 9.7055361419916135 14.20536097884178 40.354817047715187 10.624980881810187 33.011544212698936 56.776611819863319 6.9303058087825766 7.7630571424961117 8.0636283159255964 8.9214952588081342 7.6317909657955161 263.27579043805599 24.278026938438416 316.91855621337891 16.113413751125336 8.7742189913988096
leaf_count=1176 196 1917 179 302 18 187 897 32 57 82 71 659 93 26 25 134 63 172 34 137 36 30 22 24 53 43 60 38 26 1337 821 21 97 147 432 160 17 261 24 63 1432 20 24 25 45 1523 63 29 41 119 31 96 172 20 23 23 26 22 840 73 959 47 27
internal_value=0.000286176 0.000901203 0.00115586 0.000914932 -0.000943492 -0.00144254 -0.000174607 0.00498228 0.0147469 0.000205056 0.00420175 0.0091954 0.00221334 -0.00369997 0.0199446 0.000402483 -0.0102532 -0.00699363 -0.0110985 -0.0153093 -0.012644 -0.017489 0.0176494 0.000971399 0.00234205 0.00269359 0.000379321 -0.00689475 0.0038309 0.00456121 0.00808354 -0.0236441 0.0180542 0.0107637 -0.00434341 -0.0150145 0.000852328 -0.000287965 0.00238316 0.00119974 0.00257916 -0.0175694 0.026286 0.0175042 0.00478594 0.00481901 0.00366612 0.00966214 0.00784909 0.00537183 0.00981182 0.00735394 -0.00078425 -0.00827199 0.0195749 0.000759918 0.00607485 0.0172933 -0.00274138 -0.000529594 0.000389734 -0.00454349 -0.00807433
internal_weight=4632.58 4553.19 4524.15 4495.59 3085.69 2990.58 2435.42 1409.89 95.1181 2397.25 1338.81 363.294 182.147 131.696 28.5793 2381.82 103.117 94.658 89.6549 78.8355 75.2663 64.821 50.4508 22.0067 975.515 964.704 674.917 217.192 457.725 449.687 289.787 14.1056 89.1557 61.5415 196.928 62.5619 2292.17 1780.37 852.366 812.156 727.298 37.2273 40.2095 31.9354 23.3752 511.799 690.071 216.16 206.455 192.249 151.895 141.27 84.7996 63.7069 56.47 23.4585 15.8982 15.6954 928.004 655.954 631.676 314.758 272.05
internal_count=15849 14673 14477 14298 9752 9433 7516 4546 319 7329 4244 1242 583 423 96 7247 327 301 305 271 238 202 160 67 3002 2970 2096 690 1406 1380 874 43 301 204 630 198 6942 5402 2559 2441 2180 109 118 94 70 1540 2071 639 610 569 450 419 255 192 164 68 46 45 2843 1976 1903 944 867
is_linear=0
shrinkage=0.05


Tree=109
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 2 0 0 44 60 9 3 20 36 20 5 70 27 27 72 26 10 1 5 44 69 6 0 5 71 65 37 72 26 4 12 41 38 18 0 0 5 71 38 23 9 59 9 11 5 52 40 28 23 40 0 10 9 37 29
split_gain=78.0987 113.026 63.1617 119.445 34.3806 36.3878 8.14798 4.47262 2.72585 4.26179 5.3792 2.67913 3.23797 2.95073 2.96619 2.76092 4.13598 2.93511 3.22231 4.01733 3.29407 6.03125 4.17717 4.0847 5.11412 4.5173 5.02605 4.06737 6.22175 4.04085 3.93594 5.38366 5.0044 7.21102 4.78598 3.82944 3.11332 4.11835 3.1009 5.35173 5.13079 4.34077 4.04124 4.83256 5.01017 3.47631 3.26124 3.18527 3.20377 3.66571 4.89272 6.67683 6.023 4.57351 5.13226 6.09459 5.06664 4.79735 4.1008 6.63565 4.61909 4.67274 5.07838
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 109.59485525226513 1498.0693430872971 1551.6568731498789 11.625000000000002 0.058149767143676707 3.2111111111111117 1769.8480688949674 6.5000000000000009 11.675000000000002 5.5000000000000009 1547.6255596844048 0.42458333333333337 0.36050000000000004 0.40527777777777779 0.35958333333333342 0.59050000000000014 1.9309523809523812 1460.8988497512578 1501.9921989992774 7.0250000000000012 0.27000000000000007 1505.106665666292 1647.1964768778728 1521.1734443597625 0.039166666666666655 -0.12526315789473683 0.61685627135429344 0.30125000000000007 0.5338750000000001 1512.2691241349823 0.55000000000000016 2.0350000000000006 0.28315972584390509 1.0000000180025095e-35 1501.8575097458775 1485.2952228346578 1493.2029821813119 -0.012916666666666647 0.23522634032453027 1.0000000180025095e-35 0.62142857142857155 2.6364747387384928 1.2761904761904763 0.96666666666666667 1509.7545793505526 2.9550000000000005 2.6750000000000003 5.6833333333333345 3.4722222222222228 2.9050000000000007 1479.5897020332773 0.51666666666666672 1.861904761904762 0.41766678750912895 4.1833333333333345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 11 -4 -5 -6 -7 -8 9 -9 -11 13 -13 14 15 16 17 18 19 20 -3 22 27 30 25 35 -27 36 -29 -28 31 38 33 -32 -33 -25 37 -22 47 40 41 -40 43 44 -42 -44 -41 -23 -49 58 53 52 -52 54 55 56 -51 -56 -50 -60 61 -61 -63
right_child=1 2 3 4 5 6 7 8 -10 10 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 21 23 -24 24 -26 26 29 28 -30 -31 32 34 -34 -35 -36 -37 -38 -39 39 46 42 -43 45 -45 -46 -47 -48 48 49 50 51 -53 -54 -55 57 -57 -58 -59 59 60 -62 62 -64
leaf_value=0.036334848081513965 -0.035517477951149214 -0.015570513066276824 -0.035571760796889944 0.0063814718241183514 -0.035644239986929435 0.0044499415124582241 -0.035757985724354902 -0.024789005749232755 -0.038115370245782737 0.067096005074207959 -0.009258946297439001 0.038030805789117446 0.0041320897282175499 0.035316503618511394 0.036202553989321484 0.034401671868622113 -0.026221743908691971 -0.01458096135733266 0.022166371192568587 -0.030566366467366792 0.04441405104899785 0.026491410054660009 -0.011925257549900727 -0.033993522948592168 -0.026325096324746073 -0.012709337700206989 0.04939126486328603 0.045511591837428235 -0.0096925970969818833 0.0092510728773931763 0.018544069552265931 0.026546791595155213 0.012422537407029088 -0.034019903041730318 -0.014317322090642083 0.012290428139955357 0.065848109434383711 0.00094556063877171729 -0.012731979084270159 -0.0057645845553815269 0.018049056172577994 0.033694530895299793 -0.00065102637380676524 0.043881983582132626 -0.034405670487385819 -0.029292893549326845 -0.048480162564032064 0.024392885085774002 0.008419418589803827 0.020015583871738504 0.023820966206935201 0.0014373541773724553 -0.017606224850772605 0.039865907393955499 -0.034748033523956237 -0.019788640616060543 0.054821297516358614 0.0081133514054029694 0.029146867572763066 -0.0017854182187148925 0.019680313743720118 -0.033963751923401585 0.00078130783865606752
leaf_weight=133.68054430186749 241.39340328797698 15.562988847494124 294.54807605966926 736.67743530869484 115.73538745567203 163.5745250955224 22.051438611000776 6.3679940700531033 4.3425831869244567 4.5499362573027593 4.6784967482089996 15.963612109422685 12.608180567622183 9.5286273807287198 8.8715256750583631 9.2553465068340284 9.3035383522510511 15.227984905242918 36.379822880029678 7.0511396974325171 16.401534169912342 23.549203410744667 7.6127461194992057 11.978105694055559 19.70433346927166 12.7611226439476 10.583786427974703 8.1432986408472079 13.675125539302824 15.382151573896406 9.2566605508327502 60.94821934401989 22.432929441332817 22.107510454952717 8.119743734598158 7.1288166344165793 8.0228243768215162 8.1598489880561811 6.6260839700698879 9.7109539359807986 12.16616359353066 20.963328085839748 26.125366106629372 8.3600564301013929 7.2738872170448294 17.819954872131348 8.2768764197826368 28.156497143208981 182.3383894264698 63.881423242390156 69.608059912919998 196.47588819265366 10.039047390222548 20.047427505254745 8.0277697145938856 8.1440427303314191 12.502132296562193 34.954752862453461 14.855067908763884 78.778620734810829 15.579987615346907 30.06206476688385 16.175342857837677
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internal_value=-0.00103824 -0.00274536 0.000200782 -0.0074112 0.000428891 -0.0132192 -0.000593626 -0.0202409 -0.00307993 0.00667514 0.0283867 0.00792618 0.023072 0.00759434 0.00739029 0.00719149 0.00699419 0.00723806 0.00750347 0.00706462 0.00728418 0.00758235 0.0227644 0.00674981 -0.00432583 0.00316943 0.0129848 0.0276187 0.0109113 0.0256123 0.00756509 0.00827414 -0.00560932 -0.0185064 0.0217427 -0.0167249 0.038806 0.0299728 0.00727441 -0.000324603 0.00421967 0.0225444 -0.00282702 0.0120928 -0.00157794 -0.0122654 -0.0254196 0.00837077 0.00783036 0.00721793 0.0103155 0.00638769 0.0185993 0.0176657 0.0141753 0.0213285 0.0257124 0.000108206 0.00333268 -0.00263387 -0.00599175 -0.0091911 -0.0218088
internal_weight=3060.27 2926.59 2685.2 1352.53 1057.98 321.3 205.565 41.9904 19.939 15.5964 9.22843 1332.67 28.5718 1304.1 1294.57 1285.7 1276.44 1267.14 1251.91 1215.53 1208.48 1192.92 62.0154 1130.9 77.5383 57.834 38.7271 54.4026 21.8184 25.9659 1053.36 999.566 53.7971 31.3642 69.068 19.1069 32.5842 24.5614 930.498 117.323 99.3348 27.5894 71.7454 27.8001 19.4401 43.9453 17.9878 813.176 789.627 761.47 423.681 276.123 79.6471 147.558 127.51 84.5276 76.3836 42.9825 337.789 155.451 140.596 125.016 46.2374
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 77 43 3761 82 3679 3652 3627 3601 3559 3516 3405 3385 3340 171 3169 226 168 110 150 61 74 2943 2787 156 92 195 58 89 67 2592 332 277 78 199 76 53 123 55 2260 2195 2117 1190 774 223 416 357 235 212 122 927 429 388 345 129
is_linear=0
shrinkage=0.05


Tree=110
num_leaves=64
num_cat=0
split_feature=73 36 39 73 56 44 65 30 73 73 2 73 29 29 56 31 70 0 38 26 59 8 39 7 72 60 65 25 3 53 72 6 4 19 10 41 53 55 31 10 4 28 31 30 71 37 42 66 66 74 31 30 3 28 30 0 0 71 0 70 52 10 71
split_gain=29.9457 15.849 9.66621 5.65176 6.37076 5.4439 5.20343 5.09332 4.93255 11.9548 6.74597 5.00566 4.815 4.79788 7.09906 5.29969 5.58054 6.27486 5.00847 4.78513 5.33142 4.7302 4.56287 5.36601 4.43839 5.23556 7.47462 5.358 4.89891 5.17931 6.45644 4.77506 6.11638 4.7428 4.65321 5.26135 5.2363 5.95917 4.40849 4.38806 4.32649 5.17535 4.81606 4.536 5.35016 5.66165 4.31803 4.30605 5.16847 4.54426 6.03892 4.28583 4.72757 4.85885 4.86945 5.3376 6.38483 4.25358 4.23809 4.14867 4.14321 5.99602 4.65603
threshold=1.0000000180025095e-35 4.5250000000000012 0.41938987225129032 3.5000000000000004 2.1550000000000007 11.950000000000001 0.91500000000000015 0.13825462722712334 1.5000000000000002 2.5000000000000004 -252.94817651317575 3.5000000000000004 5.2928571428571436 6.1055555555555561 2.1350000000000002 0.16722595078299773 0.12666666666666668 1531.6657842666548 0.23614319710167697 0.38162500000000005 2.6364747387384928 0.20714285714285713 0.31165103878116857 12.270530492764921 -0.2591666666666666 0.069435023138726806 -0.20801843317972349 0.73214285714285732 1633.4905063160156 2.8950000000000005 0.47708333333333336 1506.149888180239 1545.0264493378374 3.5000000000000004 0.7238095238095239 1.8250000000000004 3.4450000000000007 1.635 0.24512966476913342 2.9309523809523812 1542.9694291221215 3.3875000000000006 0.23858423686405336 0.14110105580693819 0.10958333333333327 0.37198018946787764 3.8250000000000006 2.886038961038961 2.8129370629370634 1.5000000000000002 0.14947899881834784 0.047394429469901155 1588.0351908509413 5.3875000000000011 0.12168037602820211 1490.4340379826369 1576.9968864410848 -0.010833333333333249 1422.0910905439348 0.24541666666666667 2.2550000000000003 1.1222222222222225 -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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 6 8 -5 21 22 -11 19 47 14 60 -15 17 39 -19 20 -12 -2 58 51 34 26 -26 38 29 30 40 32 -31 -33 35 -21 37 46 -28 -17 42 -42 -27 -43 45 -45 -36 48 59 50 -49 -24 -53 54 -54 -56 -57 -30 -10 -4 62 -62 -14
right_child=1 3 12 7 -6 -7 -8 -9 9 10 11 -13 13 15 -16 16 -18 18 -20 24 -22 -23 23 -25 25 28 27 -29 57 31 -32 33 -34 -35 36 -37 -38 -39 -40 -41 41 43 -44 44 -46 -47 -48 49 -50 -51 -52 52 53 -55 55 56 -58 -59 -60 -61 61 -63 -64
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leaf_weight=60.182880893349648 17.033444479107857 226.58844194561243 239.23001763224602 29.731617204844952 3.5401679798960677 17.480825662612915 9.6034897491335851 86.535472214221954 28.149958714842796 40.782243564724922 6.9206591248512295 828.33368661999702 7.2942196577787408 48.343487679958344 16.018367901444435 38.119057819247246 24.720914155244827 15.442353308200838 13.621108084917067 10.41612893342972 11.09756664931774 671.60397532582283 7.1615779101848593 84.357076548039913 41.458233252167702 95.369516745209694 178.60697700083256 57.026452869176865 16.052118703722957 31.681918323040009 15.567772477865217 13.559382647275926 7.7019049972295752 7.7469314038753501 113.52574637532234 7.3585791140794745 7.2326508164405814 36.579055055975914 18.705668374896049 18.686099380254745 13.114950448274611 20.802385970950127 6.3112166523933402 11.836976572871214 7.654224455356597 6.3398883491754523 9.6879179328680021 18.768519476056099 13.938828513026236 39.624214679002762 34.105825439095497 304.04843521118164 8.344707131385805 8.9051591008901578 6.8971071094274548 8.4580349475145358 8.0379674285650236 8.0692702531814557 193.4238737821579 10.298496678471563 11.183158263564108 117.29350814223289 8.4664689600467646
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internal_count=15849 14673 12567 2106 1268 10556 10489 838 10384 8295 5495 5361 2011 963 473 490 340 263 86 2337 53 2089 2800 1683 2284 1734 923 801 811 733 554 179 118 61 550 55 495 474 625 177 503 179 324 141 80 57 367 1048 768 280 157 1286 1261 146 113 82 56 78 1117 727 426 380 46
is_linear=0
shrinkage=0.05


Tree=111
num_leaves=64
num_cat=0
split_feature=73 65 65 40 65 26 29 70 50 2 66 69 14 19 4 17 31 12 30 30 23 66 27 72 5 1 74 2 66 55 55 23 13 40 51 28 66 4 10 55 71 71 69 38 15 28 36 38 41 48 0 15 71 31 0 9 4 2 73 38 41 11 30
split_gain=37.5108 17.6299 15.6746 12.602 7.91138 6.22792 5.71149 5.67236 5.58577 5.5074 5.10677 5.02805 4.74741 4.77665 6.90874 5.46802 5.31683 4.72436 4.99924 4.71702 7.24373 5.73102 5.20686 4.8362 4.86101 4.69608 4.68008 5.51525 5.18754 4.64543 4.99781 4.58142 4.52345 4.41605 4.34024 5.0538 5.1895 7.67141 5.61829 4.68098 5.63893 5.38892 4.7707 5.34542 4.63753 4.78705 4.69895 4.32072 4.28063 4.64188 4.61785 4.26577 5.03345 4.2236 4.20283 4.78143 7.26341 5.19424 4.8373 4.17955 11.4769 6.32092 4.17375
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 2.7750000000000004 0.051050454921422607 0.46816666666666668 3.4722222222222228 -0.62583333333333324 1.5350000000000004 -231.19227590763782 3.3592375366568921 0.79000000000000015 0.90000000000000013 1.5000000000000002 1505.2408729264996 1.0000000180025095e-35 0.22394029850746269 0.63333333333333341 0.11639196206818692 0.17871660859465732 0.87500000000000011 3.0374331550802141 0.46387499999999998 0.011666666666666652 1474.1354544518449 1539.016537955574 1.5000000000000002 162.82289010218065 3.7032967032967039 1.5250000000000001 1.7150000000000001 3.8660714285714293 1.0000000180025095e-35 2.3850000000000002 1.2850000000000004 3.2111111111111117 2.3689931350114422 1368.0486526137154 0.37857142857142861 1.7350000000000001 -0.091249999999999928 -0.26041666666666657 0.6100000000000001 0.30399857303853051 0.63333333333333341 7.7750000000000012 5.7550000000000008 0.27958132175713052 1.8950000000000002 1.5950000000000004 1386.1729129006858 0.45000000000000007 -0.19541666666666663 0.21254921259842521 1371.3909570490523 1.6904761904761907 1436.0860986558603 -26.078108734649387 1.5000000000000002 0.19041675500693517 2.3050000000000002 1.7928571428571431 0.12864214992927861
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 -4 8 17 6 7 26 -10 11 -12 32 -14 14 -16 29 -18 -19 -20 51 21 22 25 24 -26 -27 27 -29 -30 30 -32 -33 -34 -35 39 36 37 59 44 40 42 -43 -44 -45 45 -47 -48 -49 49 50 -52 -53 -54 -55 55 56 57 -59 -60 60 -62 -63 -64
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leaf_count=1176 196 105 179 3624 427 209 108 171 171 54 235 37 414 161 171 68 35 104 1821 41 329 44 49 31 485 23 1370 320 21 27 47 74 136 24 89 25 25 47 421 44 78 53 40 21 16 25 81 20 22 19 78 417 50 33 587 20 19 57 64 589 51 32 339
internal_value=0.000295084 0.000873327 0.00111937 0.000888895 0.0024803 0.00118608 0.00261959 0.00106669 -0.00352912 -0.00303073 -0.0029293 -0.00213892 0.007403 0.00433553 -0.0036518 0.00869437 -0.014809 0.00711923 0.00627846 -0.00356084 -0.000630625 0.000802952 -0.0175519 0.00282505 -0.00311555 -0.00304511 0.00161561 0.00525345 -0.000669073 0.0238639 0.00847416 0.00867813 0.0118998 -0.016736 -0.000317573 -0.00167833 -0.000392246 -0.00616563 0.00290563 0.00898014 0.00268228 0.0186816 -0.00835148 0.0018353 0.00213515 0.00576493 0.00689315 0.0282498 0.011871 -0.00220229 0.005983 -0.0105992 0.0065524 -0.0148097 0.00502927 0.00410628 -0.00921424 -0.0163562 -0.0020057 -0.00841518 -0.00617821 -0.0285033 0.00463332
internal_weight=4611.03 4536.45 4508.35 4480.97 3294.33 2575.72 1922.25 1451.15 1186.64 653.471 1151.44 629.702 471.104 342.997 121.096 221.901 64.6611 718.603 688.971 571.788 403.714 386.028 38.3073 347.72 172.57 23.6565 1407.74 543.053 864.69 46.8605 23.9615 175.15 57.9141 43.4055 857.625 748.133 681.397 247.723 433.674 109.492 79.857 32.5943 47.2627 33.4907 425.868 286.981 278.481 15.1988 151.528 39.8301 32.3833 168.074 29.8198 66.7357 257.291 252.034 53.159 46.2523 26.6813 232.525 209.226 23.2989 175.041
internal_count=15849 14673 14477 14298 10268 7916 5922 4451 4030 1994 3859 1889 1471 1057 367 690 196 2352 2248 1716 1208 1154 116 1038 516 72 4319 1690 2629 142 74 522 173 132 2608 2283 2079 764 1315 325 236 97 139 99 1290 869 844 45 448 119 97 508 91 204 763 747 160 140 83 719 640 79 548
is_linear=0
shrinkage=0.05


Tree=112
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 54 69 15 53 49 28 26 69 0 10 17 27 59 9 60 20 4 12 2 8 4 30 5 70 74 41 30 37 16 9 60 72 40 3 25 65 8 45 9 28 4 3 41 35 40 30 4 19 30 29 9 60 66 45 72
split_gain=72.6041 109.091 58.6525 115.799 32.2541 35.6127 7.72956 4.4238 2.74224 3.19156 2.68726 2.66496 4.56988 3.32479 2.90787 5.32242 3.36567 3.05304 5.77983 6.70742 3.92286 3.88971 3.81649 6.55019 4.80914 4.41742 3.83936 4.47377 7.97274 3.81188 3.36165 3.19639 4.35744 2.9319 3.76054 4.44909 4.4105 4.89447 4.65969 4.02157 3.974 5.36785 4.11542 3.78471 3.72106 3.7193 3.6432 3.61621 6.30388 3.74019 4.17748 4.44352 5.24913 3.57636 3.53491 3.51939 3.67622 3.92324 3.35818 3.81499 4.37332 4.04507 4.41975
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 1.405 0.41000000000000009 0.90000000000000013 3.3650000000000007 4.4250000000000007 0.89444444444444449 0.39950000000000002 0.63000000000000012 1499.8991514917195 2.183333333333334 3.5000000000000004 0.57950000000000002 2.5688013973332899 1.9666666666666668 0.047649100125880306 1.5000000000000002 1490.3358457484944 1.0000000180025095e-35 -273.58719182112105 0.59166666666666679 1537.2611713873555 0.15961916681566243 1480.4205308052021 0.33041666666666675 1.5000000000000002 2.3050000000000002 0.32163382594417084 0.40431689008427302 1.5000000000000002 1.5166666666666668 0.066073294521570361 -0.38874999999999987 3.0250000000000004 1514.7710090308349 0.18333333333333332 0.22835164835164823 1.7238095238095241 1.1650000000000003 1.861904761904762 5.3875000000000011 1517.5317000310977 1420.2313440607256 1.9750000000000003 3.1450000000000005 2.4950000000000006 0.17667066826730693 1476.3252997503462 3.5000000000000004 0.15579093038109434 4.0500000000000007 1.2583333333333335 0.080634195075344611 2.9016129032258067 1.0850000000000002 0.20874999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 -6 -7 -8 9 10 -9 12 13 -5 15 16 -15 22 20 -20 -19 -22 23 24 -16 -26 -24 28 30 -25 -28 33 -33 34 35 36 37 39 -38 -29 42 45 46 47 55 -42 -39 49 -49 54 51 52 -51 -52 -37 56 57 -44 59 60 61 62 -41
right_child=1 2 3 4 5 6 7 8 -10 -11 -12 -13 -14 14 17 -17 -18 18 19 -21 21 -23 26 29 25 -27 27 31 -30 -31 -32 32 -34 -35 -36 43 38 40 -40 58 41 -43 44 -45 -46 -47 -48 48 -50 50 53 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.036128747168151863 -0.035436342553109741 0.0076437766115035645 -0.035487000156357917 0.042420606926344154 -0.035562189308129412 0.0043840785751093061 -0.035671368708235222 -0.031395569742069869 -0.037807836916956578 0.037113312333352869 0.022129966980962062 -0.013925108388882746 0.046081940285768536 0.04430904337649838 -0.019633232493123532 -0.014047438827185467 0.001596603149194581 0.019892041063931498 0.046677504701626835 -0.019625952590575688 -0.017588304211840596 0.010503185122963237 0.038589248164490969 0.017189433960813499 0.046556680918926618 0.0017886724895522191 0.0057601026919943668 -0.037539361553463407 -0.012774753267910364 0.058883101584266719 0.042038730495080723 0.058194329495845715 0.0049770798769724189 -0.011803902798969109 0.038591784102332286 0.049414441364355251 -0.00094273690654229762 0.0568479122934765 0.040870871185181401 0.03901040566236863 -0.044575620131860234 0.022463872356018155 -0.03107839216770682 -0.017361936205980644 0.025115124364058262 -0.0002485100652551328 0.010263124428044425 0.045359628225554297 0.0019666132092432493 -0.010842703208729808 -0.018430661169983344 0.04355227702236137 0.029160041111074553 0.010296296159080606 0.0066923336286724994 -0.037152397375942392 0.024089394622795291 0.014039969996286037 -0.02103294589694512 -0.017506208482143626 -0.020362657096744723 -0.012038802273586002 -0.0013554714016855711
leaf_weight=125.92584302276373 233.34531788155437 1331.4551654979587 284.46296272426844 6.2946905121207228 111.92390546947718 163.61366967111826 21.318926140666008 5.9102832078933734 4.3690408989787093 5.6177264377474776 3.8871501982212067 16.097678378224373 7.2715558111667624 17.163931488990791 12.362115919589995 8.1595297902822477 6.3068625032901755 11.132058337330816 11.181036531925203 5.7894168943166724 60.692447923123837 15.462115794420241 8.5138690620660764 9.938711032271387 8.9340478628873843 14.378627911210058 8.6187954246997815 12.214963421225546 13.623360171914099 12.225157991051672 24.642300456762314 6.1449584513902691 10.283725693821905 33.47678317129612 7.5311919972300521 9.3581958413124102 14.829988583922388 8.0515685826540011 12.098559990525244 18.078162387013439 11.151452720165258 8.2162299603223783 10.678256437182432 12.038791492581366 15.2713331207633 8.2207156121730787 8.7666894644498807 18.849688589572906 15.053964436054228 20.048652529716492 28.348884388804436 9.9273054301738721 13.876746892929075 17.536344304680824 10.032757043838499 6.6447134912013999 12.429701328277586 8.7795316129922849 31.505865275859833 25.441027767956257 11.954750522971151 10.760398179292677 10.851835519075392
leaf_count=1176 2829 3761 3408 18 1320 615 244 34 31 25 17 51 21 50 46 26 21 33 34 23 217 50 28 31 28 50 26 39 44 36 72 21 36 152 24 27 48 23 36 56 36 24 34 58 46 25 26 55 46 61 89 30 40 54 31 20 37 26 98 81 38 33 34
internal_value=-0.00103955 -0.00265175 0.000213678 -0.00717817 0.000462925 -0.0128842 -0.000485577 -0.0198696 -0.00284195 0.00706825 -0.0101592 0.00619543 0.00664457 0.00624286 0.00592102 0.0207385 0.0328317 0.00522765 -0.00264113 0.0240583 -0.00783209 -0.0118847 0.00666265 0.0188394 0.00557677 0.018945 0.00529204 0.00473106 0.0194423 0.0401868 0.032638 0.00322659 0.0248824 0.00242171 0.00358737 0.00292998 -0.00125189 -0.00359969 0.0178434 -0.010339 0.00469025 -0.0114018 0.0109766 0.00956249 0.00422834 -0.0257651 0.0325651 0.0118287 0.0260922 0.00739735 0.00309448 0.0141296 0.0055199 -0.00745184 0.0273103 -0.00404964 0.00284831 -0.0107206 -0.00727938 -0.00165817 0.00614877 0.014134 0.0238689
internal_weight=3029.07 2903.15 2669.8 1338.35 1053.88 316.641 204.717 41.1031 19.7842 15.4152 9.79743 737.242 721.144 713.873 707.578 31.6303 23.4708 675.948 104.257 16.9705 87.2866 76.1546 571.691 57.8387 35.6748 23.3127 513.852 505.338 46.8845 22.1639 33.2611 458.454 16.4287 442.025 408.548 401.017 245.946 219.017 26.9285 120.807 98.2102 27.5884 70.6218 155.071 53.8035 19.3722 16.8183 143.033 33.9037 109.129 89.7379 43.8527 33.9254 45.8852 19.391 38.5322 31.8875 19.4578 108.592 77.0862 51.6451 39.6904 28.93
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 76 51 2389 2338 2317 2299 97 71 2202 357 57 300 267 1845 191 124 78 1654 1626 142 67 98 1484 57 1427 1275 1251 760 676 84 379 297 85 212 491 163 61 49 433 101 332 274 131 101 143 58 117 97 60 340 242 161 123 90
is_linear=0
shrinkage=0.05


Tree=113
num_leaves=64
num_cat=0
split_feature=73 36 34 28 56 73 22 65 26 29 31 27 74 65 38 52 41 65 27 71 8 20 11 60 59 0 30 70 27 7 29 8 26 7 4 2 11 30 34 29 3 7 74 56 24 30 71 18 46 3 26 65 74 28 56 29 5 1 11 70 53 41 7
split_gain=27.9468 14.4906 8.85307 5.71519 5.41413 5.38274 6.11682 5.02178 4.99846 4.66228 6.72704 4.35682 8.41362 4.46437 4.28455 5.13089 6.069 4.27525 4.22219 4.2743 4.04683 6.66165 8.25049 6.41499 5.09473 5.82624 5.44462 5.60354 5.2061 5.10853 5.11487 7.37279 7.83742 7.85036 5.25622 5.04065 5.18278 4.97282 4.99194 4.93635 6.38673 4.92528 4.88027 4.81333 5.13108 4.97317 4.71975 6.57681 6.22774 6.12644 7.77906 5.95958 7.0556 5.70965 5.24391 8.28861 5.44443 5.22777 5.74601 5.56807 5.30048 5.15941 4.60901
threshold=1.0000000180025095e-35 4.5250000000000012 3.2050000000000005 7.2111111111111121 2.1650000000000005 1.5000000000000002 0.61250000000000016 0.91500000000000015 0.40527777777777779 6.8166666666666673 0.15857863751051302 0.57236111111111121 1.5000000000000002 -0.075870445344129581 0.24489768650129476 3.5550000000000002 2.1350000000000002 -0.84307692307692295 0.63612500000000016 0.20666666666666669 2.7817460317460321 2.5000000000000004 2.183333333333334 0.068074314881466813 2.8342706772590578 1619.4661526380689 0.11915683704674526 0.40625000000000006 0.62267857142857153 -59.834558575198905 4.2928571428571436 1.0333333333333337 0.52763888888888899 4.97609433941932 1371.4272878334723 2.8628344172584552 1.861904761904762 0.10994505494505492 2.1250000000000004 4.1055555555555561 1479.4471186092317 31.421395214408339 1.5000000000000002 1.8150000000000002 0.30952380952380959 0.087609649122807012 -0.012916666666666647 1.5000000000000002 4.5550000000000006 1553.6654951509256 0.47133928571428579 -0.094442190669371234 1.5000000000000002 4.5857142857142863 2.0750000000000006 4.4365079365079376 1539.590257882189 1476.6286352690402 0.65476190476190488 -0.33624999999999988 2.3450000000000002 2.1450000000000005 33.365406072883168
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 6 14 9 -7 20 18 13 -13 -12 15 16 -3 -10 19 -11 24 22 -22 -23 25 26 29 41 -27 -2 31 34 33 35 37 36 42 38 -31 -36 -41 -28 43 44 -33 -46 48 54 51 50 53 52 61 -49 56 -56 -48 62 -59 60 -60 -26 -53
right_child=1 4 -4 -5 -6 8 -8 -9 17 10 11 12 -14 -15 -16 -17 -18 -19 -20 -21 21 23 -24 -25 46 28 27 -29 -30 30 -32 32 -34 -35 39 -37 -38 -39 -40 40 -42 -43 -44 -45 45 -47 47 49 -50 -51 -52 57 -54 -55 55 -57 -58 58 59 -61 -62 -63 -64
leaf_value=-0.034475758713255623 0.029399987521629947 0.020192466535984561 0.0083307756336218983 -0.014698210253194356 0.032506096242244091 0.035213063542036224 0.039951375708764898 -0.035803843722478287 0.030733776839667656 0.045647193745792319 0.013792651232221254 0.030813709933265605 -0.014668993318096244 -0.024407082493938914 -0.028945928663769823 0.052560048912811588 -0.016257487803851486 -0.015183247765597138 -0.0096862207943553807 0.00034184594458132068 -0.022954313204806828 -0.0039473136143441494 0.033918584736415271 0.066083372446810104 0.027530963270213767 -0.012225072925511424 0.00286515551731748 0.052550705661033731 0.037747615045337753 -0.01560050882414735 -0.010222937513986606 0.081096744512663216 -0.011295624859590916 -0.0030172880554046101 -0.0099171195890828887 0.066907856345148273 -0.020476915398137639 0.049189232051300685 0.034747511281556925 -0.010028590123753896 0.055070339435195674 -0.013353423689632646 0.0020603343440679994 -0.0074403933727842072 -0.0054863338546829125 0.045848524784734723 0.0055182488338130125 0.017382461760366105 -0.019385777849436514 0.0033239382922846845 0.033333652372981075 -0.012174185889070715 -0.0043320541874258345 -0.029170638455797693 0.018168993978965171 -0.024708178369668543 0.055514937782413877 -0.02525272051586655 0.029835018534696861 0.0020356419624890112 -0.015364327495768139 -0.014808088235102304 0.014987798550855275
leaf_weight=56.514529757201672 11.72688280045986 18.795825861394405 460.8186706751585 57.529026314616203 7.717121683061122 5.211928963661193 9.2761195451021177 9.1397765427827817 5.1744693964719763 24.623982608318332 11.880265235900877 26.388566330075264 16.541584223508835 21.472871690988541 13.151783511042593 4.7438962981104842 29.101116470992565 249.58872680366039 6.0128940045833579 6.601783111691474 59.030646853148937 9.2480495423078519 7.1491965427994719 5.0589028149843207 60.408484563231468 129.74973536282778 1183.6995781883597 5.5559028834104529 5.4299020469188681 13.906165003776556 210.46935709565878 7.1037849038839331 35.683000326156616 35.328434258699417 217.89962281286716 6.8225711435079566 6.5340820997953406 7.6353155374526969 7.6213213503360739 8.2902321815490705 6.9063930660486212 48.738145150244236 14.440568402409552 5.3971754908561698 6.2991742938756969 18.794206693768501 225.28398531675339 21.432188004255298 34.928398720920086 57.555907912552357 67.765390843153 114.50580058246851 38.17218342423439 9.5086079984903318 16.624761357903481 35.001044429838657 5.5800199955701819 15.779806330800055 36.537830784916878 179.09359316527843 7.8861543983221045 8.1684147864580137 18.084640093147755
leaf_count=1176 37 72 1407 236 35 28 39 104 20 78 37 83 52 72 60 24 136 1692 19 20 230 39 27 16 194 536 4003 18 18 52 691 23 134 131 743 23 24 25 23 27 21 208 47 20 22 58 748 69 128 213 227 417 127 34 54 120 20 54 118 605 26 26 83
internal_value=0.000439683 0.000931686 0.00185044 0.000919275 -0.00889976 -0.00985346 0.00194043 0.00120455 -0.013259 0.00131226 0.0112602 0.00275619 0.0132886 -0.0108005 -0.00341874 0.00295897 -0.00195371 -0.0142506 0.0286807 0.0360687 0.000939156 -0.0101223 -0.0168105 0.0208154 0.00124133 -0.000195529 0.00053331 0.00244963 -0.0102178 -0.00328784 -0.00391714 -0.000588068 0.00884031 0.015974 -0.00549184 0.0262343 0.0214963 0.0145203 0.00222407 -0.00799558 0.0195568 0.00222377 0.026767 0.0362572 0.0435821 0.032962 0.00424992 0.00805818 0.000996426 0.016289 0.023849 0.00248381 0.0128974 0.00307594 0.00350523 -0.0109007 0.00672668 -0.00050536 0.00390739 0.00596603 0.0218112 0.0224878 -0.00846943
internal_weight=4067.12 4010.61 3667.84 3207.03 342.761 335.044 75.0687 3149.5 259.975 3140.36 113.522 76.2833 42.9302 33.3531 65.7926 52.6408 47.8969 254.763 37.2387 31.2258 3026.84 80.4868 66.1798 14.307 2946.35 1994.03 1858.85 1237.99 135.18 620.858 609.131 398.662 136.403 100.72 262.259 65.3916 58.569 29.1628 21.5275 233.096 15.1966 1232.44 52.0349 37.5943 32.1972 25.0934 952.317 438.752 513.565 156.262 98.7062 478.637 106.749 30.9408 282.49 51.6258 230.864 371.888 239.297 223.518 44.424 68.5769 132.59
internal_count=15849 14673 12567 11160 2106 2071 331 10924 1740 10820 361 244 135 109 292 232 208 1712 117 98 10459 312 257 55 10147 6884 6330 4229 554 2101 2064 1373 482 348 891 217 194 100 75 791 48 4211 170 123 103 80 3263 1485 1778 543 330 1650 347 103 942 174 768 1303 803 749 144 220 500
is_linear=0
shrinkage=0.05


Tree=114
num_leaves=64
num_cat=0
split_feature=73 65 65 34 35 65 4 28 2 65 27 27 4 11 53 55 11 60 29 71 71 71 30 21 3 29 53 31 0 60 69 36 56 74 10 39 73 4 11 20 60 2 8 7 7 20 4 44 4 66 60 10 72 26 28 34 8 37 5 71 29 0 24
split_gain=34.9787 16.8274 14.8661 11.5618 9.25753 6.43107 6.41854 5.9645 5.12991 5.05906 4.98505 4.69866 6.75371 5.44194 6.27378 5.4138 4.99747 7.65659 6.28468 5.71759 6.61886 7.75231 5.41554 5.32537 5.79224 5.37866 5.25705 5.19515 4.86313 5.29452 4.80537 5.66493 5.37975 6.50451 4.63277 4.60686 4.58057 4.5563 4.51605 4.39419 5.94563 4.88053 5.84614 4.40172 5.48132 4.39879 4.35546 4.34217 4.28688 4.27886 4.95733 4.99417 5.5046 4.48142 4.44735 4.57101 5.30397 6.1907 4.99436 4.20914 4.14268 4.38199 4.77498
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 3.1450000000000005 3.8050000000000002 -0.18120857699805074 1499.3349696477442 5.6125000000000007 -323.73913880835715 0.091111111111111018 0.43387500000000007 0.48950000000000005 1782.5626883873877 0.5634920634920636 2.3950000000000005 1.6850000000000003 0.69047619047619058 0.080634195075344611 6.4642857142857153 0.24874999999999997 0.21874999999999997 0.17916666666666667 0.17253783180352272 0.73214285714285732 1451.9229663310646 3.0500000000000003 3.0850000000000004 0.19544551032754298 1441.4824978237459 0.054411350449050759 0.51000000000000012 4.285000000000001 1.4150000000000003 1.5000000000000002 1.3785714285714288 0.38699790570434939 3.5000000000000004 1481.069401361304 1.6547619047619049 2.5000000000000004 0.073091751428731713 -56.151359501920631 1.5444444444444447 -27.828242790424266 -1.1416771293664849 1.0000000180025095e-35 1539.3134077114294 8.1850000000000005 1459.4712648346192 3.510869565217392 0.056211301563708453 1.3785714285714288 -0.39458333333333323 0.50612500000000005 2.7071428571428577 1.6850000000000003 1.2928571428571431 0.41447828392474606 1494.2379315532178 0.058333333333333258 6.4642857142857153 1547.9930254289309 0.58571428571428574
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 34 8 -7 11 -9 13 16 14 46 -16 23 18 19 20 21 27 38 24 25 -13 -27 30 -26 -30 31 49 33 -32 37 -21 -36 -5 -20 40 41 -29 -43 -41 -45 -44 -10 -33 -17 50 -18 52 -52 -53 -54 -56 57 58 -57 -24 61 -31 -63
right_child=1 2 -4 6 -6 7 -8 10 9 -11 -12 12 -14 -15 15 48 17 -19 22 35 -22 -23 59 -25 28 26 -28 39 29 60 32 47 -34 -35 36 -37 -38 -39 -40 43 -42 42 45 44 -46 -47 -48 -49 -50 -51 51 53 54 -55 55 56 -58 -59 -60 -61 -62 62 -64
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leaf_weight=70.045762568712234 27.143169738352299 638.02261167019606 26.227736689150333 22.441292420029644 404.43641786277294 11.355198711156843 280.16095162183046 43.214494526386261 27.181031182408333 515.24787631630898 311.99742971360683 6.589385211467742 7.7150663137435904 881.57045559585094 12.192264780402182 7.4801332503557196 77.955264255404472 310.8343490511179 24.162610918283463 33.261709704995155 17.606890365481377 18.79915264248848 17.301000475883487 23.058235585689545 18.939671084284782 41.117203578352928 8.0954156070947629 33.270085424184799 12.793704152107237 65.772458583116531 15.298835813999178 6.8255991041660291 71.570738300681114 8.0023049265146238 32.524988815188408 5.9113464653491965 8.9555619955062848 5.6670363992452613 8.1915757805109006 7.1347433030605343 12.938200294971464 28.966768071055412 13.593422263860704 6.4398738592863092 7.3775580525398228 9.8166850209236127 15.854483738541601 6.4039520472288132 30.234062999486923 7.1399172395467749 8.3636152148246747 60.608163595199585 7.8996148556470862 38.16521281003952 59.302881851792336 7.1363255977630677 24.310578733682632 8.6209333539009076 12.606668427586554 8.6371381282806379 11.177746787667273 26.20882061123848 11.802281200885771
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internal_weight=4589.68 4519.63 4492.49 4466.26 4116.51 3712.07 349.75 3074.05 2718.84 2707.48 355.212 2192.24 1217.72 974.512 92.942 49.9065 1210.01 984.454 673.619 615.327 576.154 558.547 58.2923 225.555 202.497 55.802 49.2126 539.748 146.695 127.755 420.211 325.339 94.8719 23.3011 69.5889 39.1731 41.4806 28.1083 32.3542 119.537 98.5852 85.647 52.3769 20.9522 13.8174 23.4101 43.0355 13.2296 37.7142 312.109 304.969 227.014 128.241 98.7734 119.877 111.977 52.6745 28.3639 19.743 25.9381 114.961 103.784 38.0111
internal_count=15849 14673 14477 14298 12861 11316 1437 9269 8169 8116 1100 6542 3639 2903 274 146 3616 2941 2024 1837 1717 1666 187 675 606 169 150 1610 437 378 1256 972 284 69 255 120 151 104 106 354 291 252 149 63 41 67 128 40 110 932 911 680 381 299 356 331 158 84 59 81 338 304 110
is_linear=0
shrinkage=0.05


Tree=115
num_leaves=64
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split_feature=73 73 73 73 73 73 73 73 54 11 11 28 12 26 31 31 27 66 1 72 10 25 20 4 7 70 11 38 66 4 3 4 5 0 21 23 26 3 11 27 66 31 66 55 5 51 3 56 39 8 31 23 71 36 1 28 36 28 8 17 0 30 29
split_gain=67.4128 105.501 55.1349 112.394 30.3606 34.7833 7.34517 4.3412 2.63091 2.99802 2.6193 2.60416 5.28677 4.35667 4.86099 4.73325 5.13294 3.97194 3.39242 3.25669 3.10901 2.92122 2.79974 2.58365 5.00767 6.32022 4.88777 4.51997 4.51154 6.95089 4.5236 4.49507 6.4565 5.52993 4.42443 4.14581 4.84184 4.4233 6.45538 4.18983 4.88418 4.05127 4.36719 7.21465 5.31523 3.99028 3.85096 5.50887 5.04085 5.82209 4.08655 3.84468 4.43129 4.20851 4.61192 8.99077 4.17579 3.77759 5.01171 3.71008 3.69038 3.64463 3.8846
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 1.405 1.1833333333333336 2.577380952380953 7.0500000000000007 0.36666666666666675 0.59050000000000014 0.20524267399267396 0.19065794256633947 0.57950000000000002 2.4593406593406599 1457.5614608722715 0.22958333333333328 1.3166666666666669 0.43650793650793651 1.0000000180025095e-35 1457.0867969157143 -23.132815119848598 -0.098749999999999935 1.7928571428571431 0.2176658571568397 2.5345238095238098 1368.0486526137154 1360.338030439565 1517.5317000310977 1488.4586148241629 1451.3456643514467 0.33166666666666672 3.6125000000000003 0.50950000000000017 1425.9206874211814 0.93095238095238109 0.48816666666666669 1.9772727272727273 0.13057686842853081 2.5053191489361706 1.4850000000000001 1514.1126857058928 1.135 1458.8207892649018 1.4950000000000003 0.42202845155034113 1.7928571428571431 0.14483218916857357 3.3095238095238098 -0.059999999999999942 4.4750000000000005 1494.9620777797818 4.1833333333333345 3.2250000000000005 4.0500000000000007 1.1833333333333336 1.0000000180025095e-35 1322.9308112400765 0.16525332375134746 4.0500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 3 4 5 6 7 8 -10 -11 -12 12 22 14 19 -17 -18 -19 21 -21 -22 -23 -24 31 26 -27 27 -29 29 59 35 60 33 41 -36 36 -38 38 39 40 -42 42 43 61 -46 -47 47 48 -50 -51 -52 -53 53 -55 56 -57 -58 58 -60 -61 -62 -63 -64
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leaf_weight=118.5660220310092 225.59443245083094 17.66892442107201 275.1697636153549 736.33068846166134 108.23639388009906 157.17356841266155 20.599182520061731 8.557244651019575 4.2353084757924071 6.8903641998767844 6.5208556205034247 8.219173803925516 8.4684227854013461 10.649488016963003 12.834788054227831 7.2208728790283194 7.3147330731153479 21.762544184923172 8.7964798510074633 7.1654441505670539 10.067517414689062 14.770979449152945 7.6571706384420386 51.291545659303665 10.97985717654228 11.640084952116011 9.8350289165973646 72.555999800562859 9.2096314281225222 33.036870986223221 14.381857067346571 8.9751810878515226 16.211013987660408 35.017180927097797 9.913520008325575 10.184955626726152 9.6961451172828657 31.093926966190338 31.563103079795837 8.7196567058563286 8.6151809692382795 16.948590844869614 21.818518668413166 7.1204784512519854 8.4466826021671277 9.1863804161548597 10.297161698341368 20.28379571437836 7.4269445836544028 8.2181855812668783 22.393765091896057 10.352467969059942 11.528453551232817 7.1456437706947318 27.862507253885269 9.0799993574619275 8.7855550944805128 12.635868817567827 8.515631251037119 22.412740275263786 533.50706649571657 14.892180941998957 6.9459932446479797
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is_linear=0
shrinkage=0.05


Tree=116
num_leaves=64
num_cat=0
split_feature=73 36 34 60 65 73 56 30 28 29 31 48 71 27 34 29 8 15 72 69 5 39 59 7 29 70 46 3 1 73 26 4 69 0 31 29 4 2 72 41 65 44 8 31 31 27 11 27 65 28 30 71 74 24 65 70 23 59 4 44 20 73 9
split_gain=26.077 13.2611 8.03899 6.24032 5.63795 5.38296 6.03686 4.99349 4.64078 5.14389 7.83033 4.58524 5.15077 5.65317 4.27412 6.7869 7.53709 6.35125 5.8083 5.63223 6.3754 5.62986 5.33709 6.98179 5.2766 6.97467 6.3218 6.6106 5.40328 6.18604 5.24257 4.93289 4.89363 4.43554 5.43173 4.63083 8.7177 6.62415 5.15486 6.37723 4.7209 6.89989 7.2993 5.25553 4.82581 5.95994 5.67502 5.28597 6.03982 4.99532 4.92755 5.0619 4.99223 4.91332 6.35159 4.7875 4.56972 4.68563 4.49521 7.21777 4.84283 4.62185 5.66691
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_count=1176 46 1256 20 180 112 183 12 655 240 136 297 31 205 241 732 36 136 360 21 218 20 42 69 89 27 37 59 98 258 1229 164 2151 28 328 56 219 44 25 115 41 327 35 55 36 341 22 29 32 21 1440 64 499 101 41 92 704 30 113 178 20 34 210 33
internal_value=0.000421779 0.000883841 0.00176049 0.0113325 0.00118673 -0.00857391 -0.00413394 -0.0175097 0.00129531 0.00153834 0.0110187 0.00603163 0.00386026 -0.00439094 0.0011374 0.0035882 0.00918936 -0.000205791 0.00416875 0.0193948 0.0319028 0.0002687 0.00095217 -0.016573 0.000472473 0.00190778 0.0195958 0.0305815 -0.00406825 -0.00188238 -0.0161653 0.00192649 0.00491145 0.00126679 -0.00956339 0.00195667 0.000961279 0.0102924 -0.0133125 -0.00595287 0.00218627 -0.00812384 0.0136246 0.0366765 0.00318349 0.00429799 0.00190559 -0.0036952 -0.00242522 0.00555962 0.0108894 0.00880849 -0.00169002 0.0082568 0.00148528 -0.00360858 -0.0165876 -0.0229316 0.00810592 0.0331797 0.00496525 -0.00292259 0.0166395
internal_weight=4051.64 3998.59 3659.39 206.946 3452.45 339.193 226.601 112.592 3442.51 3383.21 137.275 150.755 141.953 81.0915 3245.94 1149.17 367.752 2096.77 246.49 121.262 51.6591 2036.23 781.416 41.1549 2024.07 1537.94 53.783 38.1252 486.136 414.809 60.539 740.261 19.8364 1484.15 88.8785 1395.27 1246.44 148.84 98.5162 69.6693 1147.92 101.237 26.8109 15.0561 1046.68 944.861 693.244 273.709 264.862 419.535 251.617 231.17 76.7138 47.7033 40.4925 258.512 55.7327 46.586 142.708 15.8854 126.822 76.7812 21.6718
internal_count=15849 14673 12567 677 11890 2106 1268 838 11778 11538 433 497 466 261 11105 3472 1127 7633 753 374 156 7395 2345 125 7353 5506 184 125 1847 1589 238 2220 74 5322 384 4938 4401 537 375 260 4026 453 126 71 3573 3232 2413 944 912 1469 819 755 256 155 133 891 187 157 512 57 455 277 67
is_linear=0
shrinkage=0.05


Tree=117
num_leaves=64
num_cat=0
split_feature=73 65 65 39 65 1 28 12 36 38 6 37 1 4 28 65 28 40 29 2 7 2 9 31 1 39 23 71 72 26 29 28 64 3 34 28 4 4 27 64 3 51 27 7 31 27 66 7 59 38 16 7 70 69 26 42 55 55 39 21 49 6 26
split_gain=32.6215 16.1463 14.0714 10.6193 7.50473 5.9354 5.46876 4.8084 4.75073 4.71601 4.64073 4.85544 4.97559 5.51183 5.16346 4.59455 5.03665 4.8235 4.70854 4.48314 4.55691 4.32146 4.28629 4.47076 4.49557 4.83188 4.76089 5.90229 5.78313 5.08151 4.1905 4.26592 4.1775 4.52339 4.88877 4.52815 4.48254 4.71585 5.20451 4.60623 4.32353 4.34376 4.61523 4.19128 4.05319 6.1643 5.04739 4.70066 4.13062 4.0569 4.02189 4.15818 4.02033 5.32629 4.157 4.09372 6.25899 4.61833 4.51832 4.2139 3.98618 5.40851 5.38835
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 0.38699790570434939 0.051050454921422607 1767.6845169171197 1.8166666666666669 0.70833333333333337 11.675000000000002 0.26317217550533606 1486.6041896485237 0.64384872241816449 1473.0719476802028 1502.7148184124096 3.9500000000000006 -0.18120857699805074 5.2928571428571436 1.7050000000000003 4.8944444444444457 -46.69558014218557 -19.649471956708563 -3.752842713506197 2.5166666666666671 0.081190947044605513 1456.5353210406586 0.19192513750200088 1.6904761904761907 -0.2854166666666666 -0.18624999999999997 0.58183333333333354 3.5857142857142867 3.5857142857142867 0.069374999999999964 1652.4812143273246 1.3950000000000002 4.8452380952380958 1403.9048526757554 1509.6131091244472 0.5173214285714286 0.014558823529411702 1576.4385957658553 1.3150000000000002 0.4752777777777778 -23.550508757322742 0.15184222423146473 0.41050000000000003 1.8856209150326799 1.0000000180025095e-35 2.9411713151518279 0.28497150505765118 4.5000000000000009 60.426237515032319 -0.38124999999999992 0.39000000000000007 0.62633333333333341 4.0950000000000006 1.9350000000000003 2.1050000000000004 0.275700723804371 0.33166666666666672 2.1150000000000007 1502.247522805267 0.5531666666666667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 10 15 -7 21 12 13 30 -14 44 50 18 19 20 -18 -6 23 -19 -25 60 -27 -28 29 -29 -12 -32 33 35 -35 40 -37 38 -38 43 41 42 -16 -39 47 49 -47 48 -8 -46 51 -17 -49 -54 55 58 59 -58 -55 -57 -26 -62 -63
right_child=1 2 -4 -5 7 9 8 -9 -10 -11 11 -13 14 -15 32 16 17 22 -20 -21 -22 -23 -24 24 25 26 27 28 -30 -31 31 -33 -34 34 -36 36 37 39 -40 -41 -42 -43 -44 -45 45 46 -48 52 -50 -51 -52 -53 53 54 -56 56 57 -59 -60 -61 61 62 -64
leaf_value=-0.034678437759554134 -0.038277423678245499 -0.015526084831962397 0.038359090113467102 -0.0049757457556030074 -0.025808429808360206 0.029566188216795509 -0.01820468847894402 0.025445076937199596 0.019833993215614954 -0.024548569596883025 0.03784717899562251 0.023828726346679516 0.010731849230412323 0.00055540683719951299 0.014132176132315356 0.00075435824907130352 0.023266567789104391 -0.028167217140569634 0.0022111894999732491 0.01898137251202682 -0.029225851510584301 0.0007802057241605802 -0.0388872641770521 0.019232916607192216 -0.047515019618249381 -0.026283398203628957 -0.01925217109131459 -0.016460620176518212 0.023057699713291357 0.025956013780906964 -0.010892308760219193 0.022322915942999889 0.015510295207948444 0.010001391803831106 -0.042430881502757131 0.050876891421198167 -0.024234188317361668 -0.0055971836581295131 0.012763114212843743 -0.00087372006774452866 0.016721866731864429 -0.033741238640234365 -0.013403259065168181 0.034563211318338172 -0.042020216152935573 0.042146525887479039 0.0023171121694634421 0.019491450245442191 0.012513729894678752 0.00094796984443115998 -0.02533190423548547 0.02467598285428823 -0.018267252425350204 -0.024041753836217261 -0.036845047111439572 0.040151630229711945 -0.039893951704012907 0.014412911086044356 0.0030026361227023061 0.0080435758644007514 -0.034761972578640242 0.037188485475629987 -0.014959560646017132
leaf_weight=65.767953790724277 26.290676310658455 49.722444429993629 25.092175506055355 672.99867586046457 16.756208866834641 4.538747400045394 101.51884789764881 30.644517675042152 33.799369148910046 35.644611187279224 29.194604456424713 41.760716058313847 167.29312552511692 43.055511325597763 20.229092299938202 1693.7858122140169 6.9419703185558346 11.386434495449064 93.912943497300148 149.72938901185989 10.222963750362394 173.69166547060013 6.5193060636520377 39.075663283467293 7.5871756076812735 10.813778758049009 16.209950670599937 22.62077830731868 57.620991781353958 10.265060901641844 12.793906688690184 39.548171564936638 36.400657191872597 6.6034724116325405 13.605423539876936 5.3954210132360449 23.977188915014267 8.5953474938869459 15.749343141913412 34.912349313497543 15.739031478762625 17.960004895925522 61.428442433476448 26.607855945825577 12.903705030679705 8.2058120518922788 259.4549871981144 19.28970693051815 12.265768408775328 9.5657078176736814 14.612884849309919 18.363041087985039 51.033457696437836 22.071906805038452 7.0138881355524054 19.15715067088604 8.240707799792288 7.4577669203281394 51.431999400258064 21.901086747646332 11.309239014983179 9.0025066435337084 11.01398381590843
leaf_count=1176 196 155 179 2501 49 13 331 107 165 142 90 192 507 132 62 5071 20 33 291 518 29 581 20 118 23 33 48 67 169 30 38 126 121 23 41 18 77 25 48 117 49 51 186 82 39 25 818 60 39 30 43 65 160 65 22 59 25 23 164 67 34 29 32
internal_value=0.000281102 0.000791751 0.00102122 0.000810737 0.00184148 0.000648189 0.000912993 0.00600298 0.00120017 -0.0184363 0.00526861 0.00736305 0.00617564 0.0150276 0.00374903 0.000976236 0.00204145 0.00660552 0.0111671 0.0162067 -0.00799648 -0.00155915 0.00103119 0.00228897 0.00406264 0.000273485 0.00532964 0.00853304 0.0135094 -0.0032206 0.0226697 0.0142042 -0.000318393 -0.00261571 -0.0252981 -0.000627866 0.00638234 0.00419678 -0.00956683 0.0119951 -0.00763084 -0.0114784 -0.00658188 0.0247575 -0.00285776 0.00142655 0.00353818 -0.00672545 -0.0148933 -0.0237277 0.000787992 0.00101092 -0.00224864 -0.00447563 0.000651576 0.00267058 0.0127577 -0.0140948 -0.00511831 0.0230247 -0.0149979 -0.00712214 0.00849426
internal_weight=4568.3 4502.54 4476.24 4451.15 3778.15 2936.21 2896.03 841.942 2846.31 40.1834 811.298 620.85 579.089 124.592 454.497 2812.51 2200.99 474.232 260.807 166.894 17.1649 190.448 213.425 206.906 195.519 156.443 117.531 106.717 90.5068 32.8858 81.5367 52.3421 287.204 250.803 20.2089 230.594 115.238 109.842 39.7265 70.1156 115.357 99.6175 81.6575 35.2032 611.512 290.13 267.661 321.382 113.785 22.4694 1726.76 1712.15 207.598 188.308 137.275 130.261 56.7567 15.6985 73.5039 41.0582 38.9129 31.3257 20.0165
internal_count=15849 14673 14477 14298 11797 9075 8920 2722 8765 155 2615 1985 1793 386 1407 8600 6673 1494 858 567 49 630 636 616 583 465 347 314 266 97 254 164 900 779 64 715 367 349 125 224 348 299 248 107 1927 912 843 1015 370 69 5179 5136 645 585 425 403 174 48 229 126 118 95 61
is_linear=0
shrinkage=0.05


Tree=118
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 2 0 0 3 27 3 39 0 11 71 71 4 64 5 11 30 44 0 4 11 34 6 56 70 42 3 13 54 60 70 74 71 30 0 18 22 27 27 44 70 20 8 1 35 31 7 0 28 72 65 65 6 52 9 5
split_gain=62.6021 102.034 51.7337 109.157 28.5213 34.0341 6.97711 4.28917 2.60777 3.94513 4.78765 2.60514 4.41651 2.76514 6.114 4.78002 4.09076 4.69113 3.84731 3.84578 3.18949 3.00223 3.63805 3.75046 3.43289 3.35911 6.909 4.99914 3.65986 2.55922 3.53742 4.70825 3.66602 3.39179 3.13284 4.35214 4.71227 3.74987 3.85576 7.06559 7.62623 5.8031 5.6539 4.43353 4.79836 3.98935 4.62 3.86045 3.62779 4.23968 3.97814 3.8129 3.53352 3.76768 4.35692 4.35152 3.71141 4.03941 4.80325 3.67458 3.44217 4.16906 4.1496
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 109.59485525226513 1498.0693430872971 1551.6568731498789 1650.0917029837235 0.45950000000000002 1556.1046149920392 0.29153941281344137 1616.9617780823348 0.93095238095238109 -0.13374999999999992 0.26041666666666669 1471.3976337786305 0.025756578947368405 1486.204389557993 1.591666666666667 0.13269821202817414 8.3250000000000011 1482.3231790725379 1522.9998599471214 1.0333333333333337 1.4550000000000003 1472.4175233093379 1.8450000000000004 -0.2566666666666666 3.4350000000000005 1528.5222767997791 1.0000000180025095e-35 1.5750000000000004 0.047649100125880306 -0.66541666666666655 1.0000000180025095e-35 -0.040416666666666642 0.13523674049989837 1546.9629248252099 1.0000000180025095e-35 0.38750000000000007 0.50816666666666677 0.45816666666666667 9.5100000000000016 -0.034999999999999941 1.5000000000000002 3.1222222222222227 1356.0546636321851 4.1050000000000013 0.20245629897528628 4.4927836468317546 1556.2462024920867 2.0500000000000003 -0.51541666666666652 -0.19525252525252521 -0.0063354037267080989 1500.5980030269295 2.9550000000000005 1.6547619047619049 1496.8274963296722
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 29 -4 -5 -6 11 -8 9 -9 -11 13 -13 15 19 18 -16 -18 20 -15 21 24 25 -24 -7 27 28 -23 -27 30 31 -3 -33 -34 37 48 -37 -31 39 40 42 -42 -39 45 47 -40 -47 -45 49 50 -36 52 60 55 -55 -54 -57 -58 -59 -56 62 -62 -52
right_child=1 2 3 4 5 6 7 8 -10 10 -12 12 -14 14 16 -17 17 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 34 -32 32 33 -35 35 36 -38 38 43 -41 41 -43 -44 44 -46 46 -48 -49 -50 -51 51 -53 53 54 59 56 57 58 -60 -61 61 -63 -64
leaf_value=0.035760186425699045 -0.035284032544156151 -0.016723306037679173 -0.035334223188763551 0.005874358515219444 -0.035405851794797341 -0.022562264459038198 -0.035506325167924319 -0.024138247686897599 -0.037979763775947868 0.063063792604884789 -0.0087874589278292455 0.022990596714603528 -0.033558868586058513 -0.037460079767637162 -0.00073519583405055086 -0.031895842689576064 0.02008629337315937 0.073465632619735058 0.035581262026604894 0.01283254942953635 -0.021633661346965646 0.011554815826796202 0.026242789429396781 -0.019900975108461016 0.019488596826277921 0.06472010625846622 -0.019699792051802872 0.073548966475405639 0.0093766139645679245 -0.032942514886985852 0.05020777981755678 0.0047933097162745518 0.049481630019559568 0.0062371109836005037 -0.054869203287859117 0.0012508878785159874 0.056313998355394593 -0.0054022387086813308 0.017231843578071868 0.032397129817790415 -0.032847552694374213 0.014811506755199622 0.052292730437957471 -0.049918606914712706 0.0063422435300000126 0.0021855915316360496 -0.030096063533663692 -0.0091660473396202435 0.011659720314382394 0.036131360114412862 0.011875926221937104 -0.010978484310176433 0.029650062155804527 0.042436546147598238 -0.02588306455024339 0.016600884997835283 -0.041122933980412051 0.017458209210260572 -0.017573322795498746 0.021107799152956838 0.037204026840306284 0.00072459385268249833 0.002481850397383285
leaf_weight=111.5882178619504 218.0827217604965 10.59779906272888 266.14523031190038 736.85776739567518 104.69225616194308 15.538650795817377 19.926158919930458 6.159825004637244 4.1002514436841002 4.6815728694200498 4.5929803103208542 5.1232164800167075 10.589148312807081 5.968952082097533 5.9764868915081051 9.3882033675909025 7.9987805411219641 8.4790579974651301 9.5613117665052396 10.466359674930571 12.124024286866186 6.6138725876808149 6.5383099764585522 13.486671671271322 7.057979777455329 5.7566599696874636 10.410430565476416 6.3972305804491043 6.2094728052616119 7.6088131964206687 7.2602167129516593 18.697569876909256 13.889850720763208 6.7318300306797019 2.7744540572166434 6.5761838704347637 9.49646447598934 7.710330247879031 34.972836956381798 27.226054310798645 18.044433906674389 9.8868146836757642 9.4516179561614972 12.270121157169342 14.089242547750471 70.807145223021507 13.14013649523258 11.039743199944496 353.19601557403803 11.032142445445059 213.61160114407539 34.781633079051971 7.3136232420802108 9.1114587187767047 7.7100504562258747 10.709788769483565 12.190145015716551 12.82911357283592 41.236243098974228 9.0359977483749372 20.619467467069626 12.629326581954954 261.41573014110327
leaf_count=1176 2829 32 3408 2389 1320 58 244 34 30 20 23 21 47 26 21 41 30 29 31 43 52 23 22 52 23 20 36 20 20 22 20 54 40 21 8 24 30 21 97 76 52 29 26 35 39 202 38 32 982 32 586 128 21 25 23 30 34 35 118 26 58 35 730
internal_value=-0.000979883 -0.00241406 0.000300684 -0.00674806 0.000534511 -0.0122472 -0.000312324 -0.0191847 -0.00253585 0.00688008 0.0274813 0.00423738 -0.0151202 0.00629285 0.01774 0.00221175 0.0347012 0.0475539 0.00542365 -0.00543265 0.00222454 0.00593253 0.0121963 -0.00483468 -0.00942782 0.0218337 0.010087 0.0420358 0.0360012 0.00724949 0.0175978 0.0128548 0.020827 0.0353647 0.00678452 0.00796907 0.0337847 0.00158863 0.00273778 0.012284 0.000140176 -0.0159777 0.0263722 -0.00167865 -0.016694 0.00304352 -0.00286741 -0.0306179 0.00756236 0.00539268 0.00487572 0.00512949 0.00603545 -0.00208386 0.014612 -0.00720628 -0.0107086 -0.015123 -0.00926073 -0.000527271 0.0077948 0.0233476 0.0067062
internal_weight=2970.21 2858.62 2640.53 1310.84 1044.7 307.838 203.146 39.4608 19.5346 15.4344 9.27455 163.685 15.7124 147.972 38.8896 109.083 22.4543 16.4778 99.6946 16.4353 90.1333 78.0093 55.4126 20.025 22.5966 35.3877 22.3766 13.0111 11.9661 1329.69 57.1773 49.917 39.3193 20.6217 1272.52 1036.27 16.0726 236.247 228.638 72.3193 45.0932 27.9312 17.1619 156.319 37.3991 118.92 83.9473 23.3099 1020.2 667.001 655.969 653.194 618.413 110.136 25.8575 84.2789 76.9653 66.2555 54.0654 16.746 508.276 33.2488 475.027
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 77 43 615 68 547 149 398 80 59 357 69 326 274 193 74 81 119 76 43 40 3761 167 147 115 61 3594 2925 54 669 647 204 128 81 47 443 106 337 240 67 2871 1889 1857 1849 1721 312 74 238 217 187 153 49 1409 93 1316
is_linear=0
shrinkage=0.05


Tree=119
num_leaves=64
num_cat=0
split_feature=73 36 40 65 73 56 30 3 38 28 27 31 3 10 66 28 10 22 36 24 59 11 37 34 65 35 31 22 53 19 55 59 10 34 11 59 72 31 0 40 29 7 70 59 7 29 20 26 66 30 53 1 56 2 7 36 39 28 28 10 46 71 31
split_gain=24.3331 12.0437 7.30338 6.24005 5.15053 5.55235 4.82335 4.69124 7.39275 4.38262 4.82751 5.67789 4.82713 6.86757 6.52233 6.0448 5.05717 4.63595 4.42377 4.25472 4.3044 4.24259 4.93764 4.20837 7.56756 4.94952 5.364 4.60575 4.63434 4.47731 5.26229 4.15448 7.12637 5.8309 4.27325 4.97885 4.90748 4.69052 5.68033 5.83917 5.06878 6.20747 4.70632 4.85598 5.85896 4.78299 4.61537 5.55567 4.54983 4.44201 4.17269 4.53349 4.12813 4.12319 4.39691 4.12115 6.22731 4.11266 7.09288 7.53971 11.7821 7.6371 5.62005
threshold=1.0000000180025095e-35 4.5250000000000012 2.9850000000000008 0.16831168831168822 3.5000000000000004 2.1650000000000005 0.13825462722712334 1661.5193956903156 0.26669236315517403 7.2111111111111121 0.4931666666666667 0.06322451698867422 1472.9402451932071 1.7238095238095241 3.3735465116279078 1.7638888888888891 1.9309523809523812 0.61250000000000016 4.4150000000000009 0.73214285714285732 2.5345147802959445 3.0333333333333337 0.5783405915451032 2.2050000000000005 -0.018387096774193545 2.6350000000000002 0.15121164744967755 0.43650793650793651 3.3950000000000005 2.5000000000000004 1.9850000000000001 3.1663880910058251 2.6547619047619051 1.7650000000000003 0.42261904761904762 3.0173088295501076 0.12541666666666668 0.22394029850746269 1677.6356009793615 2.6950000000000007 3.8944444444444448 -16.143909697580622 0.35583333333333339 2.5345147802959445 30.023850609986088 2.9500000000000006 1.5000000000000002 0.49105555555555563 3.2667984189723325 0.093276836158192059 3.3450000000000002 1475.5614295021999 1.8250000000000004 -27.510516533250094 7.5809851093149527 3.8750000000000004 0.26379718421122106 3.9500000000000006 4.9500000000000011 0.96666666666666667 4.535000000000001 1.0000000180025095e-35 0.23693957115009742
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 57 -6 -5 -9 10 12 -12 13 17 15 -14 -16 19 21 20 -2 22 31 24 -4 26 27 29 -29 -25 -31 34 33 -33 35 36 49 38 42 -40 53 46 43 50 45 -45 47 -42 -43 -13 -36 -52 -46 -39 -55 56 -21 -3 59 60 61 -59 -61
right_child=1 4 23 7 6 -7 -8 8 -10 -11 11 18 14 -15 16 -17 -18 -19 -20 55 -22 -23 -24 25 -26 -27 -28 28 -30 30 -32 32 -34 -35 37 -37 -38 40 39 -41 41 48 -44 44 52 -47 -48 -49 -50 -51 51 -53 -54 54 -56 -57 -58 58 -60 62 -62 -63 -64
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leaf_weight=49.799166217446327 69.880389198660851 47.142553932964802 6.5418994426727295 190.26143454015255 29.196708351373672 3.5757284164428702 81.346326943486929 5.2398328706622106 7.7263498455286026 46.992925375699997 27.660664334893227 10.96364416182041 10.195868894457815 83.407237634062767 20.102391287684444 559.52017589658499 6.6280517876148215 60.84978836774826 11.251146368682383 7.5951407402753821 176.93601348251104 7.7647059857845298 6.1140510737895957 35.399056538939476 7.1211337298154813 939.89753341674805 33.896624743938446 6.8576148301363018 12.821917220950125 7.6974773406982449 9.7867174148559553 22.206732451915741 7.2983082905411711 12.916104465723036 235.73861081898212 10.65294001996517 7.2083451449871054 18.90106837451458 48.484056897461414 5.8440996259450904 9.7671002298593574 46.235531404614449 19.15833568572998 21.455176755785942 14.689012795686724 601.3588290065527 10.483011141419409 11.046348243951796 6.9022452533245078 58.82104004919529 9.1735885143280047 11.252691879868506 8.2447181418538076 11.59016725420952 11.648880332708357 5.1923703402280799 55.011016070842743 21.20389707386494 104.77449741959572 33.350255899131298 3.466880001127719 7.8958845846354953 3.7247420400381079
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internal_count=15849 14673 12567 9354 2106 1268 838 984 57 8370 8177 4348 3829 1590 2239 2142 97 1303 4248 1091 854 4200 4171 3213 43 3170 328 223 60 163 53 4142 146 122 3996 282 249 3714 3294 219 420 275 3075 3009 2120 2035 95 62 180 226 889 73 85 145 86 237 215 1256 1010 367 165 148 202
is_linear=0
shrinkage=0.05


Tree=120
num_leaves=64
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split_feature=73 65 65 34 35 4 65 2 28 27 9 70 3 9 65 27 4 11 53 55 11 60 29 71 71 71 30 21 3 29 53 31 4 7 34 69 42 56 74 37 39 29 2 6 6 11 24 8 7 11 5 20 60 2 8 20 7 7 4 5 71 27 30
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threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 3.1450000000000005 3.8050000000000002 1499.3349696477442 -0.18120857699805074 -323.73913880835715 5.6125000000000007 0.43387500000000007 0.96666666666666667 -0.12291666666666663 1458.8207892649018 1.3785714285714288 0.091111111111111018 0.48950000000000005 1782.5626883873877 0.5634920634920636 2.3950000000000005 1.6850000000000003 0.69047619047619058 0.080634195075344611 6.4642857142857153 0.24541666666666667 0.21874999999999997 0.17916666666666667 0.17253783180352272 0.73214285714285732 1451.9229663310646 3.0500000000000003 3.0850000000000004 0.19544551032754298 1471.3976337786305 -11.24663194726895 1.6250000000000002 0.51000000000000012 4.4250000000000007 1.4150000000000003 1.5000000000000002 0.5044625103121364 0.25253755198853084 5.7321428571428585 -140.28002897435132 1495.8595956942711 1490.7143005989976 1.5166666666666668 0.22500000000000003 1.4226190476190479 -2.30324395056607 1.6547619047619049 1498.9727158157161 2.5000000000000004 0.073091751428731713 -56.151359501920631 1.5444444444444447 1.0000000180025095e-35 -27.828242790424266 -1.1416771293664849 1539.3134077114294 1507.3617980508886 0.058333333333333258 0.63612500000000016 0.27013513513513521
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=61.736686874181032 25.47501689940691 634.32305394113064 24.195544734597206 9.7293290346860868 397.54355121403933 276.29531679302454 11.680328413844107 27.074287250638008 42.546095535159111 309.08099634945393 35.139717645943165 9.8044961690902728 6.7707385122776014 7.8637407571077347 511.85510529577732 6.5698867291212073 7.719237968325614 878.26113551855087 12.238749176263807 19.169213473796844 8.6094864010810834 291.95629739761353 23.878085732460022 6.4467433542013159 15.901539891958235 18.653088852763176 17.048123210668567 22.851777032017708 10.933806002140043 41.050367429852486 8.0042854547500593 33.083255887031555 111.0399344265461 12.516233563423159 11.276848316192625 15.226629555225374 17.53425569832325 71.320280745625496 7.9559352844953528 6.9144705981016186 10.176922753453256 6.6597754955291775 24.94398345053196 157.8880789577961 34.190176457166672 38.959280133247375 34.265730306506157 9.2868537753820402 8.8195216208696383 8.2000752091407758 8.7031979411840421 7.2012163251638439 12.841392427682875 28.857593938708305 13.559022456407549 9.76506459712982 6.3863243311643609 7.3126000761985752 15.783621087670324 9.5505359470844251 8.5591969043016416 10.864999562501906 7.1364705860614768
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is_linear=0
shrinkage=0.05


Tree=121
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 9 5 0 65 24 34 28 11 8 17 71 65 50 64 0 49 49 31 44 74 71 31 36 3 4 29 66 13 55 7 4 3 64 40 8 23 42 34 71 4 31 29 26 7 52 59 31 25 26 71 4 65 27 27 71
split_gain=58.1545 98.7556 48.4781 105.989 26.7911 33.2563 6.63116 4.22937 2.55744 3.71746 4.68897 4.26442 3.73626 4.3902 6.04415 3.49179 4.08635 8.21805 5.0691 3.34473 4.02465 5.84096 4.41216 4.06122 3.33666 2.94474 2.72914 2.53974 4.62022 4.50765 4.06318 4.04394 3.6025 3.53497 3.5084 3.42959 6.61407 4.57284 4.85415 4.55978 5.94124 5.04242 4.94632 4.4527 4.78149 4.09344 5.26976 5.3476 4.93199 4.10369 5.36733 4.49726 4.67797 5.71214 4.54624 4.66682 4.32361 4.98494 5.38206 3.97387 3.97097 4.22819 6.98894
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 2.8333333333333335 1486.204389557993 1483.4835361799953 0.20132352941176468 0.88194444444444453 2.4150000000000005 3.7888888888888892 2.378571428571429 2.2583333333333337 1.0000000180025095e-35 0.13541666666666669 -0.34481203007518796 1.1950000000000001 0.018639705882352902 1569.6847666107681 2.9450000000000007 1.7650000000000003 0.14551208285385497 7.8050000000000006 1.5000000000000002 -0.35833333333333328 0.13804446460980038 4.5550000000000006 1496.6690030271936 1763.7163066080768 5.0500000000000007 3.7750000000000004 0.22500000000000003 2.1250000000000004 -45.223165636628657 1580.5400059601368 1516.9167978931516 0.024772727272727203 2.1650000000000005 1.7416666666666669 4.354166666666667 2.7350000000000008 1.8750000000000002 0.34541666666666676 1446.4189793941157 0.24019230769230773 2.8944444444444448 0.42354166666666671 -2.30324395056607 2.6950000000000007 2.2179468107965161 0.13732974105672804 0.43650793650793651 0.56133928571428593 -1.0000000180025095e-35 1500.8436022548483 0.041481481481481355 0.43387500000000007 0.4931666666666667 0.21874999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 3 4 5 6 7 -9 -10 10 11 -13 -14 -15 -16 -17 17 18 -20 20 22 -23 25 -25 -26 -27 -28 28 29 30 -32 -33 -34 -35 -36 45 -38 38 -40 40 -42 42 -44 44 -46 48 -48 49 -50 50 51 56 -54 54 55 -57 59 58 -60 -61 61 -63 -64
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leaf_count=1176 2829 49 3408 2389 1320 53 244 107 20 21 22 38 19 30 37 31 20 26 19 45 53 41 29 22 23 39 27 45 254 308 40 42 24 28 28 167 36 660 292 207 148 132 32 28 23 49 30 53 42 36 29 92 30 33 30 86 67 47 55 28 101 381 29
internal_value=-0.000948958 -0.00230111 0.000342736 -0.00653046 0.000575827 -0.0119372 -0.000213822 -0.0188354 0.00419462 0.00294086 0.00602584 0.000835774 0.0227264 0.0143336 -0.000809197 0.00343465 0.00592671 0.0242884 -0.00648633 -0.000213915 -0.00411202 0.00832668 -0.0174954 0.0239574 0.0536892 -5.52985e-05 -0.0162493 0.0070568 0.0115628 0.0090611 0.00257406 0.0298027 0.00599617 0.0168652 0.00573471 0.00546395 0.00282091 0.00362071 0.00440463 0.00208062 0.00816203 0.0136714 0.00292939 -0.00222709 0.0215175 0.00853225 0.00446074 0.00305849 0.0136694 -0.000779734 0.00144409 -0.000868744 -0.0102612 -0.00541466 0.00126085 -0.00670654 0.00606886 -0.00120046 0.0117011 0.021052 0.0157263 0.0135332 0.000677843
internal_weight=2942.23 2837.25 2626.28 1297.76 1040.43 303.135 201.942 38.6561 163.286 156.984 135.243 103.178 32.0648 25.8211 16.7728 96.8472 90.6046 22.7068 11.0942 67.8978 60.4404 31.3258 29.1146 20.5533 11.6126 16.1495 21.7414 1328.52 253.128 222.597 121.556 30.5307 1075.39 101.041 1066.69 1057.26 567.991 555.778 539.656 435.143 180.426 131.822 59.7386 254.717 18.3235 489.268 272.945 262.261 216.324 203.461 185.288 172.543 73.3026 63.8954 53.2733 41.0571 99.2409 66.8213 35.3087 32.4196 201.377 183.476 47.4285
internal_count=15849 14673 11844 8083 4675 2286 966 351 615 595 515 408 107 88 58 370 339 88 45 251 229 108 121 67 43 68 80 3761 717 630 348 87 3044 282 3020 2992 1607 1571 1522 1230 519 371 164 711 51 1385 783 753 602 586 533 497 208 178 149 116 289 194 102 95 560 511 130
is_linear=0
shrinkage=0.05


Tree=122
num_leaves=64
num_cat=0
split_feature=73 42 34 15 39 65 71 1 56 27 17 71 14 23 74 1 26 6 72 3 26 41 9 70 29 30 35 11 52 3 26 44 66 34 7 40 38 59 7 59 3 9 27 70 69 10 21 42 29 0 70 8 23 59 51 7 59 19 71 69 44 9 27
split_gain=22.7082 11.1977 8.1523 6.29778 5.20754 4.90042 7.05278 8.11626 5.33025 6.02291 5.9908 5.27955 5.62234 5.13404 4.84893 5.88734 5.75097 6.61568 5.32124 7.20847 8.17709 6.90629 6.45814 7.16012 5.9737 5.05757 5.03379 5.52365 5.8492 8.12344 8.79823 6.20901 4.78913 4.71363 5.37913 4.73306 4.68611 7.45452 7.60834 5.17665 8.08715 4.88793 4.59286 4.49189 6.62942 6.59758 4.88785 4.48495 5.18889 6.59781 6.69365 5.18089 4.91398 4.58944 4.40141 4.29111 4.22855 4.22002 5.71604 7.34942 4.72789 4.165 4.71129
threshold=1.0000000180025095e-35 6.2350000000000012 2.1050000000000004 0.36666666666666675 0.3419486692323177 0.057375565610859658 0.015416666666666651 1556.3199652556234 2.1750000000000003 0.46050000000000008 1.0000000180025095e-35 0.042083333333333257 0.77500000000000013 2.6458333333333335 1.5000000000000002 1291.6416815433988 0.45211111111111119 1502.4464904732019 -0.023749999999999997 1491.5742650840466 0.41236111111111112 2.2050000000000005 0.30952380952380959 -0.25291666666666662 3.1339285714285716 0.22926223241590213 3.5250000000000004 2.3095238095238098 2.5950000000000002 1488.7526064718165 0.56211111111111123 7.8750000000000009 3.1180555555555558 1.8050000000000004 -3.8173483384950937 2.3350000000000004 0.30475711691798385 2.446557452170925 16.849446469415629 2.5345147802959445 1470.8792656542637 0.59166666666666679 0.46414285714285713 -0.22791666666666663 0.21000000000000005 2.1222222222222227 0.23611111111111113 1.635 3.9500000000000006 1553.80263904766 -0.37458333333333332 1.591666666666667 1.2916666666666667 2.2179468107965161 1.175 13.65923770057441 3.0085938828972889 2.5000000000000004 0.17416666666666666 0.43000000000000005 6.1650000000000009 1.1833333333333336 0.4752777777777778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 14 -7 8 9 10 13 -9 -13 -8 15 -5 17 32 22 20 -20 26 -17 33 -21 -18 27 28 29 30 31 36 -16 35 -35 54 37 -22 61 41 55 -38 -43 -14 45 -45 -46 -4 49 50 52 -51 -49 -50 -24 -41 -30 -52 -59 60 -60 -39 -63
right_child=1 -3 47 4 -6 6 7 11 -10 -11 -12 12 43 -15 16 18 25 -19 19 24 21 -23 23 -25 -26 -27 -28 -29 56 -31 -32 -33 -34 34 -36 -37 39 38 -40 40 -42 42 -44 44 46 -47 -48 48 53 51 57 -53 -54 -55 -56 -57 -58 58 59 -61 -62 62 -64
leaf_value=-0.034266569358997558 -0.015004163776933383 -0.015324680518492732 0.016535211769962446 0.049403546713660561 -0.046459805780095148 -0.010281639344991567 0.043756414014201189 0.06455920488756843 0.044589279754748565 -0.015287285133867769 -0.0084856911678788949 0.036132032538984324 -0.032316488347810382 -0.010829790236431195 -0.0070360848938512775 0.048256325070102336 -0.0062107399598942516 0.020478314316224273 -0.016057958446189517 -0.013321395560693365 -0.046551135260337051 -0.030964482907728925 0.0095328573751024843 -0.006279746409715104 0.0041464147401972873 0.0083596136606678088 0.058541417605682079 -0.0068911972720259052 -0.019030315473327557 0.078609648149704309 -0.016822966011511727 0.056222312011812853 0.031916507970530777 -0.023950682224442493 0.0090465203358777897 0.04062481055393017 0.0025596560188743574 -0.023236038301188682 0.050757781077719603 0.027795824948122463 -0.036820219671200603 0.07338416651975059 0.034223096462743526 0.089294186299965383 0.030432440753835655 -0.0013207048460129038 -0.02371728019981555 0.03167021802468839 -0.014054217901676753 0.014080862390955996 0.0061912672331024899 0.058450302565538348 -0.012753807645242142 0.0024028585960208498 -0.0091565167025555224 -0.013643048773487369 0.023392355786226806 0.031238839635240691 -0.050870889763900418 0.026217196059947868 0.0029465665056492528 -0.011255310790668847 0.050936512455035499
leaf_weight=46.731562588363886 72.838704124093056 104.92915616184473 70.455550283193588 6.7923631668090811 6.0362806022167197 247.87994616851211 14.581148311495783 5.5475726574659339 5.3144428879022589 75.448383498936892 25.792546160519123 17.714364618062973 7.6533034145832053 6.1136969327926627 66.159402243793011 6.6772623658180228 491.78797345608473 54.621748730540276 23.350486427545547 58.064676225185394 5.9292877018451682 7.9311676472425452 176.60698188841343 319.8552815541625 311.6241819113493 67.764919959008694 6.9024767428636542 25.166351288557053 16.86210405826569 5.9546235203742972 15.418553367257116 12.739296093583105 8.9594435095787031 27.587805986404419 22.362362533807755 10.470652431249617 7.4895352870225897 11.25602361559868 10.014670029282568 48.040160700678825 6.4352558553218833 11.200257137417791 22.583892330527306 4.4950560852885264 6.3085012435913113 3.6316615305840969 12.278764732182024 6.9855875521898261 44.394918382167816 16.064622402191166 210.99220532178879 11.142744354903696 57.171621710062027 925.93077901005745 38.341425240039825 7.181185007095336 9.0141449421644193 45.897906765341759 6.9952487498521831 18.494451776146889 9.7955592721700651 6.2711115926504117 5.9197448790073395
leaf_count=1176 309 947 257 28 23 1157 59 19 20 354 118 67 33 26 239 25 1876 174 78 235 23 38 588 1134 1145 257 27 90 64 19 56 44 31 98 76 38 25 41 32 150 21 35 73 20 25 22 59 21 135 49 660 35 176 2818 157 27 31 139 21 56 30 22 21
internal_value=0.000384591 0.000792042 0.0012291 -0.000522605 -7.79338e-05 4.03936e-05 -0.00476912 0.00262188 -0.00442823 -0.0065646 0.00759219 0.0181891 0.0132499 0.0276305 0.00111696 0.00298086 -0.00224703 0.00723761 0.00272601 0.00591757 0.0122002 0.0149233 -0.000642915 -0.00119147 0.00140286 -0.00444619 0.0164761 0.0151997 0.0179477 0.0212036 0.0191985 0.0227803 -0.0023902 0.00471882 -0.00917805 0.0077982 0.0197869 0.00512073 0.0142768 0.0253995 0.0162253 0.0391044 0.0472059 0.00145552 0.0111309 0.0488003 -0.00533891 0.00423606 0.00359601 0.0085195 0.00670741 0.0322523 -0.00791682 0.0016499 0.00619914 0.022407 -0.00425213 0.00991866 0.019606 0.00447443 -0.0194744 -0.00130497 0.0189443
internal_weight=4020.95 3974.22 3869.29 2444.97 2372.13 2366.1 432.759 184.879 127.25 121.936 46.4874 57.6292 52.0817 20.6948 1933.34 1244.04 689.293 129.741 1237.25 635.349 265.66 242.31 601.902 595.225 369.689 559.553 234.379 227.476 202.31 176.434 170.479 155.06 75.1188 275.369 49.9502 225.419 142.321 39.3908 33.4616 102.93 61.6566 41.2737 33.7841 34.3673 26.714 8.12672 18.5873 1424.32 1353.87 383.54 356.333 27.2074 64.1572 970.326 214.948 55.2213 25.8762 292.175 81.1832 35.2853 16.7908 23.4469 12.1909
internal_count=15849 14673 13726 9329 9020 8997 1979 822 577 557 203 245 226 85 7018 4441 2577 444 4413 2297 917 839 2116 2091 1380 2133 801 774 684 589 570 514 270 957 174 783 470 139 116 331 198 133 108 159 126 42 84 4397 4140 1187 1103 84 197 2953 745 177 95 906 246 107 51 84 43
is_linear=0
shrinkage=0.05


Tree=123
num_leaves=64
num_cat=0
split_feature=73 65 65 34 19 4 65 66 1 28 64 7 34 73 19 4 65 7 70 15 3 6 28 41 10 31 73 71 2 44 38 8 64 65 27 27 1 27 71 46 41 38 25 1 55 49 1 44 4 31 36 25 65 35 8 6 3 2 30 26 27 42 30
split_gain=28.3837 14.8927 12.8885 8.92061 7.28749 6.61637 6.23158 5.77692 5.78208 5.62549 5.41447 5.00253 7.53099 5.95174 4.90714 6.52043 5.19388 4.77492 5.22622 4.66759 4.7705 4.66732 6.49359 5.59062 4.61145 6.37908 4.63726 6.04986 4.50242 5.55065 5.14899 6.42917 4.44724 5.39289 4.38716 5.01513 5.24341 4.36173 6.82552 4.44002 4.31463 4.8627 4.28429 4.97118 4.29458 4.18883 4.77984 5.35886 4.16364 4.11339 4.11206 4.099 4.45636 4.42675 4.30307 5.58073 6.3315 4.8748 4.74202 4.10062 4.6841 4.3947 4.17715
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 1.925 3.5000000000000004 1360.5667620559482 -0.097978883861236835 2.4188596491228078 1557.3563698722116 2.3166666666666669 0.016514423076923003 -9.0279759215219411 4.4150000000000009 1.5000000000000002 4.5000000000000009 1437.1669906630289 0.10444841979725691 15.204974029165102 0.031249999999999906 0.36666666666666675 1365.1965473130324 1526.2462930462643 5.5857142857142863 2.2350000000000008 0.93095238095238109 0.10327052968361176 1.5000000000000002 -0.12124999999999994 -175.09111718451501 6.2950000000000008 0.26740988385749764 1.0972222222222225 0.017970779220779203 0.24228070175438596 0.58354166666666674 0.49683333333333335 1587.8541344785863 0.50118055555555563 -0.20374999999999993 3.0250000000000004 2.0450000000000004 0.3290028409120912 0.58571428571428574 1500.0081494921769 1.8650000000000004 3.0350000000000006 1629.4049511455075 9.7450000000000028 1691.1640111584422 0.20726214018896946 9.0450000000000017 0.5277777777777779 0.30064777327935227 2.5850000000000004 1.0972222222222225 1491.1333743982384 1396.1839400091847 45.122588897601652 0.21960458240946049 0.44950000000000007 0.52527777777777784 3.4350000000000005 0.13468357883251503
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 40 7 8 17 -3 19 12 14 -13 15 -6 28 18 42 20 -11 22 23 32 25 -9 -27 -28 29 -16 31 -31 -12 -34 35 36 -30 -10 -39 -40 41 -5 43 44 -7 46 -23 -48 -37 -25 -51 54 53 -53 55 56 -8 -57 59 60 61 62 -56
right_child=1 2 -4 4 11 6 51 24 37 10 21 13 -14 -15 16 -17 -18 -19 -20 -21 -22 45 -24 49 -26 26 27 -29 34 30 -32 -33 33 -35 -36 48 -38 38 39 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 50 -52 52 -54 -55 58 57 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.034506616683183881 -0.038024628882803481 -0.009985586715798021 0.038000545111470455 -0.031764719329866943 0.030345076542716953 -0.018719073657573446 0.020790306571674844 -0.02454553807677215 0.054878771315644052 -0.033606657174927584 0.026112419863778092 0.0026063395145788379 -0.022060307363906417 -0.024188463513599056 0.036368017024453657 -0.019954535310863726 0.021795635339326744 0.028664922172437768 -0.030888602345713445 0.00080272817034354651 0.016814830929648642 -0.042429352999046488 0.013844956372573198 0.021866080404214457 -0.01356935172919181 0.050665021899263731 0.028451487818955703 -0.024914465523588183 -0.013107145264510123 0.057376612464849534 -0.019172670865331174 -0.0089964624543349483 -0.0011997059676260421 0.021407208493690301 0.015380059207069575 -0.028602019495744698 0.029257320621474261 0.060429986253633085 -0.023733436306071026 0.028007382115796266 0.015578866161987816 0.015218541347088603 -0.027704811213152193 0.031447918573575796 0.026142660508262357 0.035528023686198278 -0.0072517040294884875 0.022151560294023948 0.016190677435324204 -0.026535221733479098 0.031735328896736345 0.026534690739282531 0.025190496408042919 -0.0064773279999697057 0.033424545699900984 0.011784576916639113 -0.014226371519491667 0.04935007392415839 0.014205858616011244 0.0017618170517872186 -0.029803339605829884 -0.036954853575127476 -0.0059348834870723115
leaf_weight=57.93962774425745 24.671202935278416 88.703504987061024 23.324391663074493 35.620130926370621 7.3943599164485923 17.879021197557453 18.439267471432686 12.902632534503935 7.7494340240955379 5.0243349373340598 17.770832762122154 27.866931825876236 51.052913464605808 80.857951588928699 15.553925946354864 50.076318129897118 31.351866111159325 10.272903338074682 18.161480948328972 1815.9500667601824 70.72556746006012 7.9573482647538176 266.42961855977774 62.890038706362247 177.31230675429106 7.801448822021487 12.469583615660669 9.2505401819944364 18.748290434479717 6.7343072891235369 16.681437388062477 7.9621721059083939 347.65288418531418 28.546359226107597 17.742742732167244 39.639861077070236 11.965089887380598 5.4341933429241243 10.722984313964842 6.7602835297584525 7.9878885447978965 6.5143821835517874 10.70238087326288 14.364963710308073 7.6033325046300879 6.7379459589719763 92.212054073810577 18.626136526465416 5.9692203849554053 9.5708079338073713 4.4285401552915564 10.705994993448256 13.191020607948301 197.3257329761982 9.6383718699216825 204.78341118991375 43.043208986520767 9.0163483023643476 55.662341192364693 192.3150148242712 24.892883539199829 7.3558220267295829 22.424298360943794
leaf_count=1176 196 280 179 109 23 63 55 44 25 16 53 81 277 261 53 168 96 32 63 5608 226 26 976 264 654 22 43 35 60 25 56 30 1051 104 61 131 36 18 39 26 25 20 39 46 23 21 295 59 21 34 21 31 41 653 32 643 129 26 176 600 84 21 68
internal_value=0.000264592 0.00071538 0.000930427 0.000734857 -0.00228 -0.000334354 0.000448582 -0.00534876 0.00402491 0.00240801 0.00280712 -0.00821437 -0.00468931 -0.0173208 -0.000830457 -0.0134828 0.00338854 -0.00312946 -0.00788299 0.00130999 0.0134705 0.00608951 0.00760692 0.00407721 -0.0100263 0.00478181 0.0175996 0.00572308 -0.000704426 0.0119449 -0.000161494 0.0214174 0.00167032 0.000515728 -0.00701556 -0.0122219 0.00339689 0.0224513 0.0114861 -0.00372673 -0.0181133 -0.0245007 0.000382463 0.00792628 -0.00533339 -0.00282264 -0.00499784 -0.00231054 -0.0227396 0.0164098 -0.00810197 0.00280959 -0.00299144 -0.00477842 0.00499371 0.00955112 -0.00372449 0.0133688 0.000976351 -0.00189313 -0.0128228 -0.00209954 0.00589697
internal_weight=4527.06 4469.12 4444.45 4421.13 1577.9 1188.3 1138.18 329.387 109.651 2843.23 2754.52 389.597 280.873 108.725 229.82 57.4707 172.349 78.9841 68.7112 1891.7 75.7499 862.823 737.289 470.859 219.737 42.4242 29.5216 21.7201 140.997 46.9318 31.3779 14.6965 393.97 376.199 94.0652 76.3225 30.7134 30.6669 22.9175 17.4833 50.1224 42.1345 50.5497 39.8473 25.4824 125.533 118.796 110.838 45.6091 76.8894 13.9993 808.794 221.223 208.032 587.571 275.282 61.4825 213.8 312.289 256.626 64.3114 39.4185 32.0627
internal_count=15849 14673 14477 14298 5264 3885 3731 1172 374 9034 8754 1379 1037 342 760 191 569 266 234 5850 242 2904 2503 1527 798 144 100 78 473 164 111 55 1208 1155 309 248 96 108 83 65 154 129 171 132 86 401 380 354 152 319 55 2559 725 684 1834 853 184 669 981 805 205 121 100
is_linear=0
shrinkage=0.05


Tree=124
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 69 53 49 28 30 26 69 0 23 28 27 1 60 59 27 31 24 10 70 69 7 23 29 31 34 13 1 7 37 9 37 40 71 30 65 71 27 29 1 42 37 69 65 13 4 36 24 3 50 31 72 60 70 59 17
split_gain=54.032 95.5412 45.5195 102.894 25.2663 32.4464 6.28709 4.1643 2.53344 2.5243 4.07898 3.11953 2.70946 2.68997 4.8831 3.07743 2.8665 3.3812 4.72407 4.46082 3.96252 4.81613 4.34025 4.74001 3.96122 4.59898 4.40037 6.39548 4.13839 3.93673 5.11251 3.92997 4.92733 5.21321 3.91131 3.84179 4.41863 4.8663 4.53581 4.47212 3.87195 3.78878 4.38567 3.92153 4.60879 4.64415 3.6815 4.14377 5.4982 4.07848 3.65692 4.8539 3.62787 3.6097 3.53095 3.45294 4.6051 3.93877 3.36404 3.21608 3.14157 4.98869 3.96944
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 0.41000000000000009 3.3650000000000007 4.4250000000000007 0.89444444444444449 0.12637628554143981 0.39950000000000002 0.63000000000000012 1499.8991514917195 5.5833333333333348 4.0500000000000007 0.44527777777777783 1476.6286352690402 0.047649100125880306 2.5688013973332899 0.61050000000000015 0.11968821475863727 0.22500000000000003 1.1222222222222225 -0.11249999999999995 0.070000000000000021 -7.5974404736477927 3.1547619047619051 3.9500000000000006 0.14334637964774946 2.4450000000000007 0.36666666666666675 1341.2125046137342 -24.733246291258748 0.4080273481754641 0.65476190476190488 0.44897954043985139 3.1450000000000005 0.20041666666666669 0.096269694161260425 -0.17462962962962963 -0.22208333333333322 0.56816666666666682 4.5857142857142863 1432.1452429974102 4.2750000000000012 0.43506136157524927 0.75000000000000011 -1.0000000180025095e-35 0.29166666666666669 1536.3241526882562 3.0450000000000004 0.58571428571428574 1448.9147421918253 1.0650000000000002 0.11242977528089886 0.015833333333333251 0.066073294521570361 -0.16249999999999992 2.7434025437780138 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 2 2 2 2 2 2 2 2 2 2 2 2 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 9 -6 -7 -8 -9 10 11 -5 -11 14 15 -13 17 19 -19 46 22 24 23 -20 25 -22 28 -28 -26 30 -29 32 33 58 -23 40 37 -37 -38 41 52 -39 -43 -44 45 -45 49 48 50 55 -48 -52 -36 -40 -47 56 -15 -57 -21 -18 61 -33 -62
right_child=1 2 3 4 5 6 7 8 -10 12 -12 13 -14 16 -16 -17 59 18 20 31 21 34 -24 -25 26 -27 27 29 -30 -31 -32 60 -34 -35 35 36 38 39 53 -41 -42 42 43 44 -46 54 47 -49 -50 -51 51 -53 -54 -55 -56 57 -58 -59 -60 -61 62 -63 -64
leaf_value=0.035442428134393182 -0.035146071850804664 0.0068771142502438033 -0.035193103364013073 0.040742743711240571 -0.035262733592773425 0.0041182441605051709 -0.035353442545205095 -0.015841802946018991 0.021837940385666273 0.0084110559181466756 0.042994417974041688 0.041957184545646342 -0.032798709540814215 -0.037705532213699683 -0.013840876591393828 0.0011973177360034943 -0.039547614095387568 -0.0050656728872953069 -0.015453814137473074 -0.0026325960883446108 0.012366071649172233 0.043539098269824689 -0.0084960106883175297 0.039664718890323997 0.026025497526559107 0.064000159406462281 0.054446566050262837 0.032136184251510762 -0.021879642229734483 0.040461664259243912 -0.024493029406817274 0.02279771053738857 0.028377214659921247 -0.021087064669418613 0.0569650023253691 0.028055017466159567 0.034852026876558584 0.052101217285696139 -0.038379048957443714 -0.035220368951289001 -0.013790692050440721 0.018078028735644541 -0.036819131678385859 -0.016727512409889161 -0.043710624040056073 0.03288112648184726 0.036827165403694705 -0.018593883050458258 0.064447160259098912 -0.035902637010950846 0.02010931453366958 -0.032193598995476608 0.016412147026844424 0.0068024216840006915 -0.012305996218059313 -0.010001076694422809 0.014125584093865702 0.032835182522015345 0.041012436055649935 0.0078168259891662865 -0.021054082043447022 -0.014936499786027633 0.014150133690818712
leaf_weight=98.724183015525341 203.99279475398362 1327.4088600203395 248.88190931454301 6.2699644267559043 97.893669255077839 162.8134003803134 18.623147686943412 12.342211071401836 6.9861253798007956 7.3284420967102077 7.3796122670173636 17.302322939038284 8.7520353347063047 8.5064210891723651 8.1477534323930723 6.3232603818178168 7.6715713962912542 59.417963765561581 4.4942225962877265 10.452922850847246 7.9851480722427395 6.3002770841121665 8.0244495868682844 29.526899620890617 6.7972787916660335 9.3763204514980298 11.354261308908461 6.2633923441171708 13.38714963197708 7.0479750633239737 10.959403693675993 15.84865093231201 17.351898565888405 20.345618024468422 7.0204728692769995 9.2130923867225629 14.079645812511442 2.7803521156311026 4.7378646135330191 14.808776780962942 7.9509485810995093 13.764041393995283 13.603799611330016 19.627649202942862 6.9713323935866347 12.920144334435465 13.265092700719832 6.2941667214035979 7.2579899132251731 6.9690475016832343 13.581357792019846 6.5874148309230796 25.718980833888054 66.036483019590378 6.4971775934100142 8.2430821880698222 8.636431008577345 15.376762330532072 7.643334060907363 6.7262928485870361 60.055523075163364 19.58053033053875 9.2390256077051145
leaf_count=1176 2829 3761 3408 18 1320 615 244 72 35 23 21 50 28 28 26 21 30 214 17 33 24 21 28 93 20 26 34 19 42 20 35 49 53 66 21 30 41 8 16 48 27 40 48 66 28 42 37 23 21 22 41 22 78 239 22 27 26 47 22 21 194 64 29
internal_value=-0.000915839 -0.00219016 0.0003829 -0.00632386 0.000608423 -0.0116616 -0.000153649 -0.0184802 -0.00222266 0.00557528 0.00601183 0.00562978 -0.014018 0.00531885 0.019537 0.031048 0.00465087 0.00513096 0.0079621 0.000620121 0.0101913 0.00820885 0.0245816 0.0323835 0.0193937 0.0402518 0.012905 0.023473 -0.00574718 0.00898304 -0.00389876 -0.00445752 0.00626096 -0.00372188 0.00468171 0.00359718 0.00053836 -0.00657234 0.0089339 -0.0100791 0.0175072 -0.0051909 -0.00736156 -0.0132346 -0.00626231 0.000423945 0.00922516 0.0191606 0.0250004 -0.000555031 0.0164371 0.00302642 0.0251081 0.00377783 0.0177612 0.00548822 -0.0115934 0.0178858 0.0158018 -0.0174202 -0.010168 0.00194327 -0.0163603
internal_weight=2915.47 2816.74 2612.75 1285.34 1036.46 298.659 200.765 37.9515 19.3283 737.802 721.722 714.342 16.0805 708.072 31.7733 23.6256 676.299 661.901 406.666 255.235 347.248 305.202 42.0456 34.0211 73.1709 17.3615 55.8095 35.625 20.1844 24.2708 17.2228 160.518 55.7938 38.4419 232.031 225.731 185.04 100.186 84.854 90.9733 40.6904 76.1645 73.3841 59.6201 46.0163 39.045 94.7178 46.986 40.6919 47.7317 33.4339 20.1688 32.7395 70.7743 19.4173 40.7627 17.1429 23.6198 18.0963 14.3979 104.724 35.4292 69.2945
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 2389 2338 2317 51 2299 97 71 2202 2151 1347 804 1133 995 138 110 220 50 170 108 62 74 54 510 174 121 775 754 628 332 296 302 126 254 246 206 158 130 294 144 121 150 100 63 99 255 64 128 54 74 55 51 336 113 223
is_linear=0
shrinkage=0.05


Tree=125
num_leaves=64
num_cat=0
split_feature=73 42 52 34 15 39 7 42 2 30 31 49 72 8 40 2 36 1 4 71 59 36 11 31 10 8 66 42 23 10 38 36 36 42 26 69 29 0 70 8 59 23 11 66 65 6 27 18 35 60 37 37 37 4 36 19 71 69 37 1 31 73 56
split_gain=21.1949 10.3282 7.46218 7.24694 5.86596 4.95757 4.45959 7.75949 7.15635 5.67178 5.1822 5.20566 5.43975 4.91703 4.82201 7.82126 5.89008 6.08631 5.01577 4.50239 5.44033 5.02614 4.88151 5.58284 5.44405 4.78009 4.47767 5.9359 4.46792 4.84266 4.62469 6.38811 5.73795 4.40973 4.65442 5.16238 4.32722 6.11695 6.28921 4.78328 4.68669 4.50138 4.32379 4.54156 4.29849 6.64401 5.7736 7.13138 5.04042 4.8319 4.6327 5.25087 4.31714 5.33136 4.99419 4.26835 5.29444 6.29979 4.42395 4.25823 4.25004 4.14328 4.14183
threshold=1.0000000180025095e-35 6.2350000000000012 4.2750000000000012 2.1050000000000004 0.36666666666666675 0.3419486692323177 8.3317449203046881 2.9750000000000005 41.045551669680329 0.33477011494252878 0.1482928240740741 5.5250000000000012 -0.61541666666666639 0.86190476190476206 1.9350000000000003 48.093299122350693 4.995000000000001 1291.6416815433988 1637.2735545481714 -0.3874999999999999 3.1663880910058251 2.4950000000000006 1.5166666666666668 0.22511261261261264 1.1833333333333336 0.099999999999999964 2.7119815668202771 3.5150000000000001 1.2250000000000003 0.54444444444444462 0.29187591800073592 3.5850000000000004 4.3550000000000013 4.9150000000000009 0.56414285714285717 0.11000000000000001 3.9500000000000006 1553.80263904766 -0.37458333333333332 1.5444444444444447 2.2179468107965161 1.2916666666666667 0.37857142857142861 2.7119815668202771 -0.065502645502645493 1500.1772073055315 0.52354166666666679 1.0000000180025095e-35 2.7950000000000004 0.056640564787125806 0.50964717640392998 0.52832552576526448 0.49058982513341137 1439.8137164284337 3.6450000000000005 2.5000000000000004 0.17416666666666666 0.43000000000000005 0.32252536838090412 1529.3536872059074 0.20851449275362319 3.5000000000000004 1.6250000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 -3 -4 36 5 -7 14 8 13 -11 -12 -13 26 33 15 16 -18 44 -20 20 -22 -23 24 -25 -26 42 27 28 29 30 -32 32 -34 -35 -36 62 40 39 55 -41 -42 -43 -44 -45 50 49 47 -49 -50 -51 51 60 53 54 -56 56 57 -59 -60 61 -62 -63 -64
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leaf_weight=43.844142571091652 72.20278898999095 103.06667486205697 7.3240392655134192 6.962316319346427 24.091589912772182 5.8969994559884062 498.71367919445038 16.069253042340279 7.5628980845212928 12.501123625785111 312.67390913516283 5.7176247835159293 169.0522535443306 7.459830775856978 37.127749353647232 4.6136347502470008 9.1256124973297101 12.163875937461851 5.5473356544971457 7.4060185104608527 29.273600161075592 7.4704800099134436 23.074581414461136 6.7241567745804778 19.615035936236382 10.20390711724758 18.92291234433651 6.254757732152938 5.07661248743534 14.18530158698559 7.7969903349876395 7.411906994879244 4.9837217256426811 4.6919357702136031 6.6111927181482306 5.6998074650764492 44.234495133161545 16.08251836895943 214.90199239552021 11.453746512532232 982.67680732533336 57.931279361248016 656.68926262483001 8.9325942769646627 110.06898390129209 8.7795173376798648 6.4406729042530086 13.797053515911101 65.842694118618965 21.727448463439941 24.13501913100481 55.915212713181973 8.4921493232250231 9.7771260291337985 8.3147618472576124 46.667763814330101 9.4109187871217745 18.488958537578583 7.8261593282222739 21.047153592109684 7.4096247851848593 10.454175576567648 11.762076877057551
leaf_count=1176 309 947 30 21 74 23 2219 61 32 53 1254 20 644 30 144 17 39 50 21 24 92 24 78 22 62 33 68 24 20 52 30 36 24 24 25 19 135 49 674 36 3037 179 2122 31 413 31 23 49 238 86 113 267 35 42 37 141 28 56 25 67 35 32 47
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internal_weight=4006.38 3962.54 3859.47 3852.15 2435.51 2363.31 2357.41 1449.42 624.434 580.646 568.145 255.471 249.754 43.7877 907.992 409.278 366.603 357.478 42.6751 824.983 751.477 722.204 73.5054 30.8157 42.6896 714.733 233.684 64.6322 45.7093 39.4545 34.3779 26.5809 12.3956 36.2248 31.5329 24.9217 1416.64 389.726 362.189 27.5363 1026.91 64.8936 707.327 50.6378 352.864 128.751 98.2443 20.2377 78.0066 30.507 224.113 87.4599 136.653 26.584 18.0919 297.296 82.3938 35.726 17.2371 41.7052 63.3248 31.5013 17.4619
internal_count=15849 14673 13726 13696 9315 9006 8983 5124 2463 2286 2233 979 959 177 3859 1640 1475 1436 165 2661 2425 2333 236 96 140 2309 898 254 186 162 142 112 60 145 121 96 4381 1209 1124 85 3172 200 2285 163 1419 477 360 72 288 117 942 415 527 114 79 924 250 109 53 132 302 99 66
is_linear=0
shrinkage=0.05


Tree=126
num_leaves=64
num_cat=0
split_feature=73 65 65 34 35 4 2 65 28 27 10 8 4 0 66 27 71 31 5 8 7 65 12 24 13 31 50 65 27 23 27 70 37 42 65 30 69 6 72 37 66 46 60 64 28 7 71 5 0 20 5 23 3 70 71 3 11 4 25 39 73 59 69
split_gain=26.481 14.2941 12.3752 8.50242 6.204 5.55872 4.72569 4.89133 4.50825 4.33311 4.20157 4.2747 4.12995 4.12633 4.02077 3.97075 3.96784 5.79391 6.01942 7.20208 5.38133 4.9516 5.8229 5.3064 3.93343 4.24915 3.68711 3.63412 3.72476 5.25472 5.50909 4.02013 3.66101 5.75181 4.42814 3.8087 3.66839 5.62336 3.64137 5.96772 5.21615 3.94516 4.02877 4.09723 4.5003 7.6285 6.61926 4.58762 4.27684 5.70947 4.20697 4.17655 4.4699 4.01711 3.97728 3.91888 3.78146 4.23957 4.80666 4.56304 4.13967 4.19083 3.72315
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 3.1450000000000005 3.8050000000000002 1499.3349696477442 -323.73913880835715 -0.18120857699805074 5.6125000000000007 0.43387500000000007 1.3785714285714288 1.7928571428571431 1481.069401361304 1506.48232881076 1.9772727272727273 0.54527777777777786 0.09166666666666666 0.17802414673786857 1488.869742725471 0.65476190476190488 -52.766019373692068 -0.07959252971137519 0.22500000000000003 0.73214285714285732 0.22500000000000003 0.13025804171085187 1.1150000000000004 0.091111111111111018 0.51683333333333337 4.354166666666667 0.60527777777777791 0.35583333333333339 0.50619471196844568 4.4450000000000012 -0.0089328063241106981 0.16875293381317477 0.83000000000000007 1515.4615235829433 0.28291666666666671 0.30537477662761409 3.4919354838709684 4.455000000000001 0.069435023138726806 0.060646853146853107 3.6125000000000003 -20.454180607860618 -0.14166666666666664 1493.2029821813119 1536.608641222185 1.5000000000000002 1509.0259126326443 2.7638888888888893 1468.644700709327 -0.12541666666666662 0.07541666666666666 1524.1712995802093 0.4555555555555556 1493.3796497042313 0.64583333333333337 0.39263662584528564 3.5000000000000004 2.4950960314385351 0.27000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 -3 -8 27 24 12 13 14 -12 -5 -7 17 18 19 -17 -18 -19 23 -23 -10 -26 -6 28 -9 31 -31 32 36 -34 -35 -36 -30 -38 41 -40 62 42 43 44 45 -29 47 -46 51 54 -47 -48 -53 -45 -50 -49 -44 59 -59 60 -58 -62 -41
right_child=1 2 -4 5 26 15 7 8 9 -11 11 -13 -14 -15 -16 16 20 21 -20 -21 -22 22 -24 -25 25 -27 -28 38 29 30 -32 -33 33 34 35 -37 37 -39 39 40 -42 -43 56 53 46 50 48 55 49 -51 -52 52 -54 -55 -56 -57 57 58 -60 -61 61 -63 -64
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leaf_weight=54.364798754453659 23.881100606173277 13.185646146535872 22.539684697985649 9.0064365267753654 6.9768387228250495 116.69777611643076 628.85467984527349 1428.0918743610382 22.248914256691933 307.14892764389515 30.287926256656647 5.2488597035408011 5.7120797187089911 5.9299090206623069 12.935597553849218 5.3644684553146389 18.911757841706276 11.346088632941244 33.294966787099838 12.489355146884916 38.762022785842419 17.41824279725552 11.700478509068487 6.801876261830329 7.1715497225523022 12.618034362792967 384.3645550981164 11.654850900173185 590.90952397882938 39.992704808712006 7.5276410579681388 13.718202114105223 22.045661240816116 9.26732090115547 14.809746503829958 8.734535872936247 25.829630628228188 12.879676401615141 4.9584787786006919 15.442535519599913 6.4561498314142218 13.250884458422659 11.297182992100714 9.6407819241285342 12.024656698107721 45.936897814273834 32.837903961539268 10.906628429889681 6.3117749840021151 13.017613753676413 10.042594686150549 13.143388882279398 7.2816520333290091 15.569822534918783 6.1513698995113373 6.8682768791913977 53.227744415402412 71.874787360429764 23.048369094729424 7.3866132348775855 11.401529639959337 12.449071675539015 76.648853778839111
leaf_count=1176 196 66 179 32 32 479 2037 4274 77 956 110 21 20 20 52 19 106 55 147 55 173 70 49 29 23 41 1513 34 1789 128 23 42 70 27 46 26 77 40 15 52 20 43 35 33 37 139 96 34 19 39 31 39 22 54 21 22 167 217 71 22 34 38 240
internal_value=0.000255869 0.000679275 0.000887263 0.000698265 0.00133517 -0.00687444 0.000697673 0.000805297 0.00163769 0.00698178 0.00579071 0.0158577 -0.00930457 0.0219692 -0.0191633 -0.0100836 -0.00486761 0.00123504 -0.0104273 0.0129963 -0.0152813 0.0138552 0.0229505 0.0369425 0.0220372 0.00582023 0.00731995 0.000942068 5.17088e-05 -0.00281247 -0.0189006 -0.00171748 -0.00118036 0.011208 -0.002063 0.00946095 -0.00225973 0.0126518 0.00474583 0.013116 0.010423 0.00260837 0.00170151 -0.00323038 -0.00592821 0.00419535 -0.0122363 0.00783503 -0.019832 -0.0366793 0.0118574 -0.0117724 0.00598066 0.0156227 -0.0124906 0.0239709 0.00691023 0.00514326 -0.00210755 0.0132918 0.0168895 -0.000420902 0.0134687
internal_weight=4507.9 4453.53 4429.65 4407.11 4065.21 341.908 3673.86 3660.68 3031.82 349.187 69.1208 41.4667 27.6541 36.2178 21.942 272.787 156.089 98.4155 51.1488 17.8538 57.6738 47.2667 35.9206 24.2201 42.0385 19.7896 391.341 2682.64 2173.81 745.715 47.5203 698.194 684.476 54.8573 32.8116 23.5443 629.619 38.7093 508.83 103.506 98.5475 405.324 392.074 201.388 176.178 67.6343 108.543 29.7996 78.7437 25.4808 55.9795 53.2629 20.425 25.2106 12.4631 17.7749 190.685 179.388 94.9232 84.465 77.0783 23.8506 92.0914
internal_count=15849 14673 14477 14298 12861 1437 11316 11250 9213 1097 255 151 104 130 84 1182 703 424 221 74 279 203 148 99 141 64 1545 8116 6542 2268 151 2117 2075 169 99 72 1906 117 1574 327 312 1247 1204 620 533 204 329 93 236 79 170 157 61 87 40 56 584 549 288 261 239 72 292
is_linear=0
shrinkage=0.05


Tree=127
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 2 0 71 15 30 1 28 7 5 26 37 28 64 11 28 12 26 72 31 31 66 69 0 10 50 20 27 70 8 11 8 17 56 72 1 4 34 1 1 22 9 59 27 44 9 13 26 11 30 44 65 48 5 8 7
split_gain=50.2354 92.3932 42.6509 99.8611 23.6995 31.7307 5.95026 4.11531 2.52295 3.70048 4.54563 2.48445 3.53431 3.68958 3.0554 4.49085 3.42538 3.836 3.35272 3.82829 3.31001 2.95675 2.4748 4.8405 3.97197 4.54566 3.99663 3.43318 3.81514 3.67959 4.32505 2.87914 2.64418 2.56217 2.45464 2.88873 3.00272 4.71597 4.16681 4.11376 4.53561 3.7934 5.35359 4.2947 4.01912 3.67296 6.39879 3.48934 3.2578 2.71329 2.51944 4.86064 2.35266 2.34769 4.17824 4.09432 5.29773 6.39788 4.54742 4.35397 4.24437 3.94014 6.93075
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 109.59485525226513 1498.0693430872971 -1.0000000180025095e-35 0.55000000000000016 0.22926223241590213 1559.7649650957821 3.8944444444444448 -1.5638444905644062 1500.1691654087838 0.46118055555555559 0.6788690158777283 4.3875000000000011 1.0000000180025095e-35 1.3095238095238098 7.0500000000000007 0.36666666666666675 0.59050000000000014 -0.38124999999999992 0.20656665468918431 0.18971809715580168 2.4593406593406599 0.6100000000000001 1573.3861450789529 1.3166666666666669 1.3350000000000002 1.0000000180025095e-35 0.64422222222222236 -0.54291666666666649 1.2321428571428574 2.378571428571429 0.93095238095238109 1.0000000180025095e-35 1.9650000000000001 -0.098749999999999935 1582.6646560682864 1473.1237121624788 2.0750000000000006 1563.5993545707495 1505.0541207180165 0.38750000000000007 1.9309523809523812 2.7013262625712975 0.4931666666666667 7.2550000000000008 0.93095238095238109 0.36666666666666675 0.39050000000000007 0.86190476190476206 0.11330480451274071 6.8750000000000009 -0.17462962962962963 1.5650000000000002 1490.9111651118776 0.59166666666666679 -24.339499533215413
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 22 -4 11 -6 34 -8 9 -9 -11 12 13 14 16 -16 17 -5 19 -17 21 -21 24 31 -3 -26 27 28 29 30 -27 -24 -30 -25 35 -7 38 39 45 40 47 42 43 -41 -43 46 49 48 -38 -37 51 -40 -28 61 -55 56 59 -58 60 -56 -57 -13 -63
right_child=1 2 3 4 5 6 7 8 -10 10 -12 53 -14 -15 15 18 -18 -19 -20 20 -22 -23 23 33 25 26 52 -29 32 -31 -32 -33 -34 -35 -36 36 37 -39 50 41 -42 44 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 54 55 58 57 -59 -60 -61 -62 62 -64
leaf_value=0.035300194180599744 -0.035080514062975493 0.0070902815777157489 -0.035126839927602627 0.014608108457099134 -0.035194529538801561 0.028903848724681783 -0.035278622980455081 -0.02346397131110943 -0.037796930446819282 -0.0085942747830639859 0.061302476663713558 0.021774140370765256 -0.019837162284208499 0.048987550981927586 0.052565507684774061 0.033674599260337931 0.022568882529393295 -0.029958301098416885 0.04729134504885233 0.036877253309645995 -0.02943350559954705 -0.010433741563798333 0.024183065660761963 0.020914849685666898 -0.031070907200860556 0.024465619022851756 -0.043695711691069956 0.039261792671721224 -0.028583096512491697 0.040138987130422625 -0.017888518002517239 -0.015808860383222986 0.010440042964146572 0.060898557531863184 0.035684161664102258 -0.02858057900158488 0.010927800103249849 -0.034413115564277778 -0.03773934939158427 -0.0091460075528630863 0.044903589779032083 -0.033926232880745873 -0.027156636702771915 0.050371492537290043 0.01029028283738463 -0.02419368769751926 0.058514109345271341 0.047758453471676961 -0.033084306702153607 0.019794151577625575 -0.037234165097233561 0.024653465208159999 -0.0058055671815345497 0.030032410357380995 0.043022762260797098 -0.020821657840481261 -0.010190227995150394 0.014271342139327721 -0.011946962108168436 0.0032517207253238249 0.021383650195128071 0.022404581166166684 0.0020688171483195811
leaf_weight=92.809794016182423 197.26738046295941 1202.9035234972835 240.71687044762075 8.1518242061138206 94.664306979626417 9.9797748923301679 17.995495924726129 5.999054096639159 3.9205365702509871 4.5810175463557243 4.7254478335380536 39.986664101481438 7.4893299341201773 7.704545095562934 9.0103290975093824 9.1582194119691867 11.384754866361616 11.843279615044592 6.0347576290369025 5.946225121617319 8.4090042784810048 7.4274445474147797 8.2148651331663149 8.4166293442249316 13.062055438756941 11.698536217212679 6.6319626718759563 7.2356123030185691 12.640353858470919 8.9768168032169324 12.43397845327854 9.9533958137035352 6.6115093231201163 7.6468539535999289 5.9149475991725913 5.7062134295702034 24.90090831369162 6.6036933884024611 6.1857937276363391 4.5265667289495495 12.728584140539168 13.16298643499613 5.6442283242940894 9.1736610010266286 8.4310426414012891 7.2155656069517127 6.3240447491407386 5.2299256250262252 5.058725342154502 5.8914416432380676 13.832789823412893 6.3012930601835251 10.717358484864233 11.759125597774981 15.277126893401148 8.1224704682827014 60.374248504638672 47.96837279945612 99.491226777434349 12.52240166813135 22.34243232011795 49.366442710161209 276.97186984121799
leaf_count=1176 2829 3388 3408 25 1320 34 244 34 30 24 19 120 25 22 25 28 35 38 21 18 36 23 25 25 39 32 21 20 38 25 38 32 21 23 21 21 99 33 26 18 43 56 22 32 27 27 20 19 21 22 53 21 34 36 45 25 206 150 347 40 64 150 910
internal_value=-0.000889815 -0.00209085 0.000412814 -0.00612894 0.000638569 -0.011345 -5.84325e-05 -0.0180941 -0.0020095 0.00715752 0.0268965 0.00543202 0.0130919 0.0159909 0.0127048 0.0209129 0.000676211 -0.011789 0.0131997 0.00655047 -0.00485349 0.0106018 0.00668353 0.0199529 0.0063322 -0.00379904 0.000830519 0.0069788 0.00251772 0.0128093 0.00264318 0.00227368 -0.0151817 0.0399487 0.00406482 0.00287279 0.00110456 0.00635265 -0.00863141 0.00938231 0.0193263 -0.00225705 0.0138237 0.0307069 -0.0166626 0.00592761 0.0180549 0.0100746 0.0034963 -0.00400691 -0.0225363 -0.00625439 -0.0202895 0.00433141 0.000865572 -0.000423337 0.00563624 0.000640059 -0.00677135 0.0251077 0.010131 0.00696025 0.00514509
internal_weight=2889.38 2796.57 2599.3 1272.16 1031.44 294.698 200.034 37.2216 19.2261 15.3055 9.30647 736.742 92.5597 85.0704 77.3658 45.986 31.3799 19.9951 36.9757 30.9409 21.7827 13.3737 1327.14 34.2317 1292.91 90.0082 76.9461 59.5968 52.3612 33.1093 24.1325 18.1683 19.2519 16.0635 162.812 156.897 146.917 95.4603 51.4571 88.8566 47.9181 40.9385 19.3445 13.7002 21.594 25.1373 17.9217 35.1896 29.9596 11.5977 26.3199 12.4871 17.3493 644.182 277.857 266.098 136.142 108.343 129.956 27.7995 30.4649 366.325 326.338
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 77 43 2389 296 271 249 151 98 63 126 105 77 41 3761 105 3656 268 229 174 154 95 70 57 59 48 615 594 560 370 190 337 182 155 72 50 83 90 63 139 120 43 100 47 55 2093 913 877 441 356 436 85 89 1180 1060
is_linear=0
shrinkage=0.05


Tree=128
num_leaves=64
num_cat=0
split_feature=73 42 52 65 34 15 39 29 70 11 27 1 73 21 4 6 27 4 21 13 4 29 34 42 0 7 25 9 8 27 70 71 11 8 0 3 1 72 31 71 29 26 42 3 8 18 65 59 44 41 30 11 59 2 3 11 11 23 9 25 60 27 73
split_gain=19.7891 9.456 6.98567 6.63386 6.73111 5.39705 4.75328 4.25129 6.55023 6.14887 5.24692 4.54209 5.03813 5.50171 5.04234 5.26932 5.26243 4.5404 4.71629 4.49958 4.49329 9.83139 6.80716 5.21874 5.33026 5.31363 4.90084 4.83101 4.46022 4.57679 6.51486 4.77972 4.81942 4.87996 4.48577 4.53444 4.3479 4.31605 4.97134 5.68082 5.17943 4.22138 5.00905 4.19025 4.06811 4.43168 5.2091 4.41997 4.04141 4.02537 5.86818 3.99645 4.16531 4.69994 5.73385 4.68257 4.87754 4.10414 4.44892 11.2733 4.12835 3.95301 3.9501
threshold=1.0000000180025095e-35 6.2350000000000012 4.2750000000000012 0.78329670329670331 2.1050000000000004 0.36666666666666675 0.3419486692323177 3.4142857142857146 -0.62583333333333324 0.79285714285714304 0.52950000000000019 1533.9807021925533 1.5000000000000002 0.64583333333333337 1559.0169662697413 1488.0992908118244 0.52763888888888899 1508.0015614687754 0.23611111111111113 0.45000000000000007 1397.3746875593272 3.683333333333334 1.4550000000000003 3.1750000000000003 1681.392486006099 -3.1441843236351583 0.38750000000000007 2.0333333333333337 0.099999999999999964 0.57354166666666673 0.20416666666666669 0.10958333333333327 1.861904761904762 1.0972222222222225 1329.5382625212212 1687.4602816557144 1525.1807284960221 0.23750000000000007 0.10544848035581912 -0.13708333333333325 4.3875000000000011 0.56133928571428593 4.6950000000000012 1682.8792304714605 2.755555555555556 1.0000000180025095e-35 -0.069074074074074038 2.5345147802959445 8.8350000000000026 2.0150000000000001 0.19124040920716109 0.27619047619047621 3.1663880910058251 146.05114191596388 1558.6566306883735 2.3095238095238098 0.86190476190476206 0.87500000000000011 1.0333333333333337 0.38750000000000007 0.078096924372835913 0.44612500000000005 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 11 9 -9 36 12 13 17 -14 -16 -17 19 -19 41 21 22 26 24 28 27 -10 -25 -22 34 31 32 -31 -34 -30 44 -11 38 40 -40 -23 42 -7 -6 45 46 47 -36 51 -13 -51 -47 53 55 -55 56 -53 -58 -59 60 -60 -39 -3
right_child=1 62 -4 -5 43 6 -8 8 20 10 -12 49 14 -15 15 16 -18 18 -20 -21 23 37 -24 25 -26 -27 -28 -29 29 30 -32 -33 33 -35 35 -37 -38 61 39 -41 -42 -43 -44 -45 -46 48 -48 -49 -50 50 -52 52 -54 54 -56 -57 57 58 59 -61 -62 -63 -64
leaf_value=-0.034149030610962292 -0.014022103912848267 0.0049176072980404778 0.050049874166271428 -0.033854870314502648 0.0042891187071218547 0.014809387506864353 -0.045617840896081195 0.050078734459342328 0.033229227536971412 0.0077498367851894061 -0.016497009522317009 -0.019082996507960387 -0.007664379891772162 -0.016396337106138227 0.038373175012036714 -0.0065890721803557239 0.048503187885465593 0.020576282831722949 -0.018474676777163086 0.054740902490987745 0.048752305245639692 -0.0058491515325389751 0.054922195021212199 -0.0057820172798072854 -0.011054561798873182 0.001018033938185685 -0.02968747874399838 -0.029948287797291751 0.026430800896953904 -0.0029500955154621727 0.039289872200478637 0.022814645102224702 0.057111485964898713 0.0047717589593930373 -0.018938612013351081 0.033369994960787769 0.045173190948997355 0.011026741407026169 0.010214345440174556 -0.020691189416954192 0.042559971111114425 0.046729637210477605 -0.027788303175998355 -0.014696516563837414 -0.018916313518611391 0.035643043082625232 -0.0067048966157879711 0.016149902657165378 0.033263006129326332 0.055794477301529866 -0.028289979122896405 -0.0096848083895062029 0.032884539450382798 0.0059689429682349025 0.060639281153892777 -0.029682231269870508 0.041620960945745702 -0.0037740473739369808 -0.032936870780201744 0.019579388142739716 0.006426276823835779 -0.035419447908684086 -0.019441883526799944
leaf_weight=41.127430565655231 71.175114840269089 21.007130540907383 7.2779085412621489 13.589437048882244 1379.2859312444925 51.087402418255806 5.7081921100616446 11.617293596267698 5.7070953547954577 24.074603796005249 13.817469544708727 68.294605329632759 292.05916396528482 21.985173210501671 11.989472232758997 33.894766286015511 4.9701645374298087 12.141379743814467 21.288295291364193 7.4501973092555991 5.8075612038373938 14.081650003790857 9.7214901447296125 176.07615654915571 54.540915928781033 504.80938481539488 6.7627789080142975 23.432560436427593 19.685136556625366 78.166114881634712 19.731874406337738 41.316135302186012 7.3323493301868465 11.342380985617636 10.888575389981268 11.451558351516722 11.453859895467756 5.4703759104013434 19.680868186056614 60.813177034258842 9.0937005877494794 8.506019860506056 7.9790359288454047 29.687826991081238 23.217070907354355 10.326117575168608 190.69537869095802 51.066173136234283 13.176172360777853 4.5741424039006215 3.7977394759654999 62.712537124752998 12.046505719423292 13.132170207798483 7.5553510636091223 11.727540910243986 7.8654943257570258 86.958807021379471 16.346465930342678 91.221888996660709 11.241859331727026 28.179795175790787 80.094490699470043
leaf_count=1176 306 131 30 152 4250 157 22 39 20 88 50 251 1274 76 48 143 17 39 68 24 19 55 35 686 252 2111 30 92 60 249 62 127 23 36 35 41 36 23 76 241 34 27 29 93 87 33 629 162 42 22 19 207 40 59 32 41 25 291 54 299 38 120 816
internal_value=0.000354988 0.000714045 0.00111032 0.00101765 0.00114138 -0.000457566 -4.67457e-05 6.42135e-05 0.00124305 0.0173517 0.00964689 -0.00378155 -0.00195294 0.00641086 -0.00513437 0.0093956 0.000456292 0.0110343 -0.00429169 0.0178634 0.000676507 -0.00731989 0.0235586 0.00148694 0.00407816 -0.00171219 -0.000892349 -0.00862038 0.00509085 0.0047775 0.0124148 0.00857648 0.00250191 0.0253222 0.00292609 0.00219355 0.0198146 -0.01231 -0.00725969 -0.0131348 0.0131459 0.0137975 0.00905505 0.00388908 0.00161788 0.0024165 -0.00261268 0.00998308 0.00610683 -0.0150717 0.0176512 0.00502626 0.00404077 0.00291542 0.0259353 0.00126229 0.00257551 0.00617453 0.0048196 0.0111094 -0.0168969 -0.0278689 -0.0143804
internal_weight=3993.32 3952.19 3851.09 3843.81 3830.22 2421.25 2350.07 2344.36 1794.34 60.9632 49.3459 550.018 473.351 130.438 342.914 50.8544 38.8649 108.452 33.4297 75.0227 1733.38 159.511 22.1914 1573.87 869.552 704.318 12.4699 199.509 815.011 809.204 157.889 138.157 96.8408 18.6747 651.315 631.63 35.5285 137.32 103.669 80.494 23.1754 67.5725 59.0664 1408.97 620.178 596.961 252.65 61.9547 344.311 76.6665 8.37188 331.135 320.809 308.762 20.6875 288.075 276.347 213.635 205.769 118.81 27.5883 33.6502 101.102
internal_count=15849 14673 13726 13696 13544 9201 8895 8873 6679 213 174 2194 1902 420 1482 208 160 344 107 237 6466 634 85 5832 2943 2889 50 778 2691 2672 497 435 308 59 2175 2115 124 549 406 317 89 213 186 4343 2074 1987 826 197 1161 292 41 1119 1086 1046 91 955 914 707 682 391 92 143 947
is_linear=0
shrinkage=0.05


Tree=129
num_leaves=64
num_cat=0
split_feature=73 65 65 34 65 73 59 53 28 5 3 29 29 8 35 70 9 1 4 1 52 69 26 27 27 34 41 0 30 3 52 35 28 64 59 34 37 71 71 71 42 71 0 31 30 64 36 26 7 7 71 13 6 44 19 29 23 31 31 38 59 6 28
split_gain=24.7104 13.7084 11.684 7.76619 5.6604 5.36761 4.98902 4.97231 4.95217 4.91763 5.27986 5.30072 4.79716 6.28491 5.3029 4.76971 4.71534 4.70161 5.74675 4.61754 4.76609 5.06091 4.45672 4.57183 4.38709 4.44758 5.14557 5.26138 6.11212 6.89066 4.55032 4.12494 4.08613 4.50475 5.43984 4.77606 4.99863 4.41371 5.06778 5.1329 4.97295 4.92187 6.12944 4.18656 5.03009 4.16471 4.04533 3.96858 3.9069 4.65201 3.84505 4.37967 3.83157 4.01874 4.53487 3.81205 3.80793 3.7049 4.46709 4.94285 4.69852 6.68014 5.52265
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 3.1450000000000005 0.0049530956848029507 3.5000000000000004 2.2179468107965161 2.5950000000000002 1.9500000000000002 1516.4561402522158 1621.5977178318496 6.7638888888888902 6.8166666666666673 1.3452380952380956 3.8250000000000006 0.16624999999999998 1.3095238095238098 1767.6845169171197 1751.5454524854242 1498.8636380705573 2.3050000000000002 0.33000000000000007 0.52950000000000019 0.58816666666666684 0.44881944444444444 5.6250000000000009 2.2850000000000006 1459.79342947696 0.17405329593267879 1469.8925995478378 2.6950000000000007 3.2550000000000003 5.6125000000000007 0.013933823529411752 2.7434025437780138 1.7750000000000001 0.55556681155386201 0.25666666666666671 -0.040416666666666642 -0.2854166666666666 4.7750000000000012 0.14791666666666667 1533.7247492226672 0.15808405906853462 0.20318851626016263 0.010192307692307601 11.675000000000002 0.48950000000000005 11.941907860021617 -3.5901887918959114 -0.091249999999999928 0.55000000000000016 1539.6504566910094 10.775000000000002 1.0000000180025095e-35 2.6125000000000003 4.291666666666667 0.13732974105672804 0.14483218916857357 0.30209047118985805 2.9411713151518279 1494.97104896614 2.683333333333334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 6 -5 9 19 10 11 22 14 -14 -6 -15 -11 32 31 20 21 -3 24 -24 -8 26 27 28 29 -26 -29 -19 46 37 35 36 -35 38 39 47 -41 45 -43 44 -38 48 57 -34 49 -40 51 56 53 -16 -55 -36 -7 -10 59 -59 61 62 -60
right_child=1 2 -4 5 12 50 7 -9 17 16 -12 -13 13 15 52 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 30 -30 -31 -32 -33 33 34 55 -37 43 -39 41 40 -42 42 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 54 -56 -57 -58 58 60 -61 -62 -63 -64
leaf_value=-0.03435717623366287 -0.037774426323348438 -0.026988712882449389 0.037603939174136951 0.030386234541311771 0.0036770867917867087 -0.017923848768081282 -0.035342989303364929 -0.017094754486720428 -0.0024473897994726386 0.0047811292213783439 0.045662658924460295 -0.027130427558941014 -0.04543181098039481 0.021039631418648574 0.020429707633033659 -0.030383304938305124 0.059697766042227512 -0.029841826710579236 0.02518600693747455 -0.029365880818158354 0.031053468185446739 0.023402509048070792 -0.043973262217088943 0.011349164339700769 -0.0080645995660314895 -0.01521232091968377 0.051090349662151736 0.014920396418972557 0.048778215067657137 0.042047566006082643 -0.024240181755738253 0.014737962503280955 0.025227718224314397 0.037583044021866227 0.035133691989292386 -0.010402823687867208 -0.029283526968170992 0.024205219855150381 -0.0015468343450476952 0.026792177211702975 -0.022264094440442569 0.042588616060500788 -0.017643114300846443 0.034547057392009785 0.030289500354253113 -0.056830783567514011 0.027118641863902105 -0.018088935606927713 0.0062910986115330171 -0.054037860099189684 -0.023710666231994242 0.035132044235589549 -0.031913052352759805 -0.031411939901994999 0.022919174383797043 0.003053245993780835 0.030277775662149294 0.018740008167586465 -0.034037017476901021 0.00035986811291847964 -0.0048100632949347293 0.0048989481907856271 -0.0027043551081372915
leaf_weight=51.000628732144833 23.096292596310377 17.486634850502018 21.51423404365778 11.029469817876814 933.99606204032898 28.422840043902397 6.930124729871749 55.207411676645279 1054.7474853992462 10.038326889276506 5.4646707475185385 21.839036978781223 10.98795159161091 12.137186989188196 97.873938024044037 7.1752645224332801 6.4014864265918723 33.221606723964214 7.3853669166564933 27.079700842499733 8.3848917782306653 6.9681281596422187 10.733420081436636 5.7270627319812766 22.983608312904835 20.319298774003983 7.2626144737005225 12.258515894412996 11.863282948732374 9.7783696651458722 18.785662785172462 6.1494803428649893 6.5592531412839881 37.66937293112278 9.7768121734261495 10.464602172374724 9.710810452699663 14.491169914603232 7.2640153467655209 28.015778541564941 6.3341427892446509 6.8025055080652264 11.142668560147284 9.6260591745376569 5.5791266411542884 8.7648508101701719 13.617115512490271 27.275897577404976 10.773325666785238 10.075751513242723 63.704157002270222 6.0957889258861533 4.206872731447219 8.5332554429769498 6.9840916916728011 175.2320042848587 4.7875373512506476 74.716103374958038 14.903653383255003 71.659650847315788 311.70605778694153 678.30117009580135 249.47241200506687
leaf_count=1176 196 55 179 36 2875 128 30 195 3262 40 21 109 35 42 448 22 24 133 27 89 26 22 44 21 88 111 28 47 42 33 74 20 20 133 40 32 33 44 24 89 21 21 35 36 23 29 70 87 34 31 320 25 15 34 32 593 21 229 46 221 977 2085 771
internal_value=0.000247998 0.000645719 0.000846734 0.000666715 0.00127527 -0.00659595 -0.00244863 -0.00405396 0.000147799 0.000171454 -0.0026044 -0.00438081 0.00437181 -0.0152423 0.00493697 0.00193418 0.0261651 0.000440632 -0.0152868 -0.0140807 -0.00147657 -0.0126303 -0.000457706 -0.024725 0.0031677 0.00575249 0.0108891 0.00703067 0.0180273 0.00689223 -0.00877672 -0.0228788 0.00069733 0.00541529 0.00931014 0.020863 0.0260908 -0.00189458 -0.0049693 0.00413086 0.0177462 -0.0162874 0.00518902 0.00871626 -0.007546 -0.0267381 -5.84959e-05 -0.00969161 -0.017356 -0.0320482 -0.0161227 -0.00382467 0.0149433 0.0166817 -0.00695844 0.00474854 -0.0109752 -0.000209208 0.0014761 0.00974183 0.000511565 0.00227122 -0.00447067
internal_weight=4488.5 4437.5 4414.4 4392.88 4053.25 339.633 236.622 225.593 2971.36 170.385 153.946 148.481 1081.89 30.3004 1051.59 19.3125 16.4398 2911.44 46.7565 59.9194 32.8397 24.4548 126.642 16.4605 110.181 103.251 82.9321 75.6694 44.6253 32.762 31.0442 39.3711 2864.68 395.558 258.059 73.05 62.5854 137.499 123.008 68.1851 34.3499 54.8231 17.9452 24.916 15.2899 36.8779 2469.12 33.8352 28.1131 17.3398 103.01 39.3062 117.598 113.391 15.5173 185.009 33.2104 2455.51 1400.76 146.376 1254.38 942.677 264.376
internal_count=15849 14673 14477 14298 12861 1437 943 907 9358 712 648 627 3503 99 3404 64 64 9166 180 192 103 77 518 65 453 423 312 284 163 121 121 153 8986 1325 890 257 225 435 391 217 110 174 56 92 56 118 7661 107 89 55 494 174 529 514 66 633 149 7591 4329 450 3879 2902 817
is_linear=0
shrinkage=0.05


Tree=130
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 15 11 16 38 72 72 39 4 14 19 65 29 29 1 15 4 28 15 26 69 66 39 42 64 71 49 28 72 27 34 17 69 69 4 23 29 19 35 70 65 5 5 40 6 26 60 59 22 27 31 7 69 6 10 4
split_gain=46.7169 89.2861 39.9333 96.9009 22.2811 30.9725 5.6379 4.05494 2.49172 3.19014 2.46769 4.29412 3.91904 5.67039 5.56011 5.43882 3.78655 4.21798 5.28906 5.12157 3.51918 3.30381 3.93923 3.91333 3.23508 4.4584 3.06387 3.77816 3.37266 4.402 5.12084 4.69268 4.25943 5.35532 3.62624 4.34123 4.30235 5.0517 4.7123 4.17038 6.3091 6.09981 4.90429 4.70535 4.15149 4.7534 3.94968 5.16528 4.56038 5.95335 5.25176 3.9461 3.89096 3.74998 3.71364 3.67999 3.40138 4.08089 4.39051 3.15983 3.05494 3.37556 3.23885
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 0.77500000000000013 1.1833333333333336 1.0000000180025095e-35 0.13821120165943204 -0.31874999999999992 -0.21124999999999997 0.40633659975823266 1553.4458556529446 0.55000000000000016 1.0000000180025095e-35 -0.36722222222222217 5.6458333333333348 5.7321428571428585 1586.1172652533739 0.55000000000000016 1368.0486526137154 6.2928571428571436 0.77500000000000013 0.56050000000000011 0.43000000000000005 3.2029411764705888 0.41938987225129032 3.1450000000000005 0.011458333333333301 -0.066249999999999934 2.4250000000000003 4.0500000000000007 0.14791666666666667 0.44527777777777783 2.1350000000000002 1.5000000000000002 0.55000000000000016 0.75000000000000011 1557.798762223247 2.2250000000000005 4.2928571428571436 1.5000000000000002 3.2450000000000006 -0.13749999999999993 0.022810457516339751 1489.8787591209141 1518.4304916333019 2.2550000000000003 1504.9084484878829 0.45050000000000007 0.066073294521570361 2.7822673972755543 0.30785714285714288 0.45414285714285713 0.10033557046979867 4.7651879591284123 0.47000000000000003 1508.2042875764407 1.5166666666666668 1557.798762223247
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 3 4 5 6 7 8 9 -11 11 12 13 14 20 -17 17 18 21 -21 -22 24 23 -25 -26 -27 27 -29 29 -31 32 -33 -34 -35 36 52 37 51 54 40 41 -43 44 -45 45 -47 47 -49 49 -51 -52 -53 -54 -55 -56 -57 57 58 -60 -61 62 -63 -64
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leaf_weight=87.221430443227291 190.65112402848899 1326.5994533076882 232.79025644250214 13.548599116504194 91.540081573650241 162.44958630949259 17.394573032855988 3.7011482864618328 8.3858958110213262 6.9955969788134089 2.0437472462654105 11.901367902755739 13.996516168117521 10.523243904113768 14.945983007550241 9.8573650866746885 40.90659186989069 8.6370338946580869 8.6996309459209424 7.9762426763772956 8.6013457179069501 6.7429731190204683 5.5491209775209418 60.849903360009193 5.787041798233985 17.692790478467941 44.805076763033867 26.983056806027889 6.5749603360891369 12.800318807363508 6.8527800068259221 7.0652870684862128 8.7709232419729251 6.8223699629306793 11.277425572276117 8.674403250217436 11.091066032648085 12.320045724511145 8.5001515746116656 23.386780247092247 14.635301351547243 7.0545201003551474 6.793381303548812 9.2978409528732282 30.088292628526688 8.4720365554094297 34.264009222388268 8.6338491514325124 14.473102912306791 7.8294966518878928 6.897677242755889 28.000668048858643 24.831018626689911 6.9757473766803733 8.6899866610765439 13.403329387307165 5.9352586567401877 20.590404480695728 6.7154509723186484 8.276599317789076 6.0524255335330945 6.4041146934032431 7.8079601973295212
leaf_count=1176 2829 3761 3408 42 1320 615 244 24 37 46 10 38 49 30 44 32 140 26 30 26 28 21 18 219 20 56 151 98 21 44 26 22 32 22 39 25 31 39 26 70 47 22 20 31 95 29 97 30 46 25 20 86 80 23 30 43 19 61 21 25 20 20 24
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internal_weight=2864.04 2776.81 2586.16 1259.56 1026.77 290.467 198.927 36.4772 19.0826 15.3815 736.307 254.975 252.932 231.173 217.176 21.7587 193.629 183.106 113.958 69.1473 23.5473 105.321 75.0987 66.399 30.2228 24.4358 481.331 71.7881 409.543 57.1632 44.3629 21.9168 22.4461 13.6751 352.38 186.999 165.381 140.7 100.379 146.518 45.0766 21.6898 101.441 22.8464 78.5948 38.5603 83.1892 42.8979 40.2913 29.2003 21.3708 40.3207 40.4812 15.6502 17.1901 24.6808 40.0345 33.2411 27.3059 14.8516 61.1711 47.3107 13.8604
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 83 2389 851 841 771 722 70 650 620 390 230 72 364 267 237 97 77 1538 249 1289 192 148 68 80 48 1097 585 512 430 305 457 139 69 318 73 245 124 249 127 122 91 66 125 128 48 56 82 121 101 82 46 204 160 44
is_linear=0
shrinkage=0.05


Tree=131
num_leaves=64
num_cat=0
split_feature=73 42 52 65 34 15 39 29 0 70 8 36 71 9 23 7 54 2 2 34 4 52 53 73 15 22 59 31 70 26 3 72 8 22 59 11 72 1 0 71 2 8 40 56 35 8 34 23 6 6 21 9 4 3 3 44 73 56 60 42 27 59 31
split_gain=18.477 8.71969 6.54305 6.13682 6.08048 5.04551 4.53115 4.02984 5.6412 5.99264 4.56141 4.41414 6.39584 4.7483 4.19043 4.02225 6.61224 9.60817 4.48754 6.91826 5.89713 6.25638 7.52216 5.50939 5.41155 8.73503 5.44608 5.40512 5.20634 5.29539 4.90458 4.58601 5.19568 4.55693 4.436 5.35538 6.36668 5.41137 5.15248 4.91444 5.06149 4.81232 4.33981 4.33855 5.15752 5.27503 4.99263 4.33767 4.14441 4.39538 4.03353 6.01135 4.70481 5.06675 5.64615 4.02491 4.35432 8.0603 5.42055 4.92018 3.95506 3.90678 3.83272
threshold=1.0000000180025095e-35 6.2350000000000012 4.2750000000000012 0.78329670329670331 2.1050000000000004 0.36666666666666675 0.3419486692323177 3.9500000000000006 1553.80263904766 -0.37458333333333332 1.5444444444444447 1.2350000000000001 -0.19999999999999993 1.5773809523809526 1.2916666666666667 8.3317449203046881 1.0750000000000004 24.74833842826445 46.717106279843627 1.6450000000000002 1484.3714702670229 2.1950000000000007 2.9650000000000003 1.5000000000000002 0.55000000000000016 0.33166666666666672 2.6364747387384928 0.11330480451274071 -0.3241666666666666 0.5395000000000002 1536.7686276257139 -0.33875 0.86190476190476206 0.43650793650793651 3.1663880910058251 0.42261904761904762 0.14791666666666667 1529.3536872059074 1472.6829116186061 -0.3874999999999999 -126.91529186909644 0.099999999999999964 2.4750000000000005 2.2050000000000005 3.3950000000000005 1.7238095238095241 1.9850000000000001 3.3095238095238098 1530.9703411863368 1501.6911736134152 0.23611111111111113 1.7928571428571431 1550.4332708409113 1452.7732286898211 1532.2523979464745 6.455000000000001 2.5000000000000004 1.6950000000000001 0.058149767143676707 4.0550000000000006 0.4741428571428572 2.2179468107965161 0.33480825958702071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 15 8 9 14 -10 12 13 -9 -6 16 34 -18 28 23 21 -21 42 24 25 26 27 -20 -17 -30 -31 -22 -33 50 35 36 37 38 -7 40 -37 -41 -23 44 46 -46 55 -39 49 -36 51 52 53 -25 -55 -19 59 -58 -59 -57 -56 -13 -11
right_child=1 -3 -4 -5 7 6 -8 11 10 62 -12 61 -14 -15 -16 18 17 43 19 20 31 22 -24 33 -26 -27 -28 -29 29 30 -32 32 -34 -35 48 39 -38 47 -40 41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53 -54 54 60 56 57 58 -60 -61 -62 -63 -64
leaf_value=-0.034095978601502479 -0.013616600033291168 -0.013947012991001704 0.048572256143072298 -0.033473287150032206 0.029309886706034533 0.0032557359618510407 -0.045136024495484386 -0.045438780378373317 0.012741086019036636 0.010431274951928459 0.054111823594973789 -0.013346661282386402 0.023983863928934188 0.011454947214426137 -0.011843718253897122 0.015835067059609589 -0.0051797534260547241 0.044544449443049222 -0.0032318335230521523 -0.0083632209394043401 0.029174817506085249 0.023463459875623337 0.072331760667998402 0.05203326202244183 -0.00080359147856104212 0.066070335807473735 -0.025237933504137153 0.059534167334935301 -0.027696003572012341 -0.016751709673566505 0.044517281651388275 -0.037880339546077571 -0.0014445908642156092 -0.016955648250561488 0.0031008724498022317 0.039932648825586337 0.061516700670397918 -0.0024116758540339992 0.059072900155796283 0.045865541197124854 0.007869259480028935 0.0008093898977279189 -0.0021198835781571159 0.050045937200429991 -0.038785397814242617 0.014281508681507566 -0.01517263269592603 0.035978185418333974 -0.0068339550781623421 0.051008884089033396 -0.0063282671942913732 -0.040773697612677871 0.05237684481194016 -0.040841245620662041 0.04200506015578398 -0.022076516986629546 -0.0071623094404665646 0.0067742938836091648 0.065968277825917673 0.026801698441437094 -0.0082019686643572936 0.0019096533651234899 -0.021654536898360499
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leaf_count=1176 306 947 30 152 21 23 22 20 49 883 35 135 188 27 179 42 1927 51 25 96 38 208 22 24 392 26 29 20 188 33 20 43 343 445 23 49 22 144 35 18 177 2126 79 24 52 39 41 27 27 43 1590 25 28 35 31 57 43 21 40 39 43 2775 31
internal_value=0.000341654 0.000678746 0.00105698 0.000967359 0.00108355 -0.000438494 -4.21284e-05 0.00369727 0.00803709 0.00637118 0.0298832 0.00204647 0.0149692 -0.0136134 -0.00742755 6.50246e-05 0.00170573 -0.00231304 -0.00255547 -0.00149244 0.00600551 0.0141036 0.0203065 -0.00428632 0.00424978 0.0228637 0.00640565 0.0257533 -0.014275 -0.0200471 0.00749422 -0.0021171 -0.00539146 -0.00696887 0.00456562 0.0038704 0.0163789 0.011823 0.0362794 0.00254999 0.0151103 0.00121591 0.0161967 0.0116991 0.00891412 -0.0144806 0.0147349 0.00395473 0.0235491 0.0350362 -0.00447639 0.0103905 0.0176307 0.00810588 -0.00223186 0.0202391 0.0137741 0.0264897 0.0472219 -0.0031511 0.0139592 0.00120823 0.00938661
internal_weight=3979.16 3940.59 3841.25 3834.02 3821.13 2414.88 2344.37 1406.25 387.512 360.055 27.4566 1018.74 62.0561 14.8792 64.572 2338.81 1438.29 597.987 900.521 825.631 224.131 112.235 87.9519 601.5 143.828 30.7097 22.2387 13.8006 74.8898 62.8427 13.6594 111.896 101.297 457.673 840.303 810.617 77.3992 70.3033 17.1128 733.218 70.4004 662.817 81.5126 101.563 94.6859 18.8648 75.8211 53.1905 29.6866 21.5421 366.262 40.5695 35.5402 27.8939 22.58 64.0358 50.5814 28.8825 17.872 21.6989 15.9086 956.681 295.483
internal_count=15849 14673 13726 13696 13544 9201 8895 4343 1198 1114 84 3145 235 47 200 8873 5048 2334 3825 3542 829 405 309 2713 492 100 74 45 283 241 53 424 386 2221 2714 2621 251 229 58 2370 226 2144 287 407 383 91 292 171 93 66 1776 186 161 133 109 251 200 104 61 96 74 2910 914
is_linear=0
shrinkage=0.05


Tree=132
num_leaves=64
num_cat=0
split_feature=73 65 65 34 65 28 73 41 31 60 65 37 23 56 1 37 59 53 34 26 0 5 51 27 2 3 5 27 27 66 5 39 72 26 1 72 8 8 3 1 49 8 28 5 69 53 73 28 42 1 26 27 28 38 66 71 13 11 18 3 29 44 59
split_gain=23.0613 13.1643 11.046 7.07632 5.36142 5.5353 5.06981 5.02251 6.82286 5.3674 5.03678 5.08146 5.01497 4.82006 5.44277 4.82994 4.56437 4.69307 4.5785 4.529 7.91756 7.01113 4.60671 4.49723 4.49256 4.37062 5.42436 6.02909 4.5843 5.29981 4.91954 4.36813 5.17523 4.93028 4.91374 5.86357 4.36075 4.28136 4.23125 4.20675 4.12474 5.25798 5.48746 5.44922 4.75851 4.25219 5.3788 5.53465 4.07166 3.84938 6.83717 4.41838 3.82422 3.79018 3.7432 3.66255 4.0537 3.66161 4.37574 3.9762 3.60769 5.12775 3.95854
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 3.1450000000000005 -0.18120857699805074 5.2928571428571436 3.5000000000000004 2.2150000000000003 0.19195959595959597 0.073091751428731713 0.13012531328320798 0.29301425516743013 3.6904761904761902 1.635 1791.828466891028 0.29301425516743013 2.2179468107965161 2.5950000000000002 5.0650000000000004 0.48612500000000008 1537.5864246682438 1488.6593237412505 1.1250000000000002 0.49472222222222223 -153.30663743881402 1438.0346542638711 1519.292952473267 0.60154761904761911 0.44316666666666665 2.4027027027027033 1497.1679782186195 0.34386643369612341 0.079583333333333325 0.53527777777777785 1565.9948010256537 0.34041666666666676 1.3166666666666669 2.5166666666666671 1477.1850197292031 1433.192232159264 2.9850000000000008 0.93095238095238109 3.0500000000000003 1480.8346754277411 0.45000000000000007 2.6350000000000002 3.5000000000000004 3.7888888888888892 6.8750000000000009 1474.8251050425938 0.46816666666666668 0.49118055555555562 2.2111111111111117 0.250575152473275 2.1068376068376069 -0.091249999999999928 0.55000000000000016 1.0333333333333337 1.5000000000000002 1603.1787203898634 2.183333333333334 7.8850000000000007 2.8737319920451134
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 16 9 23 12 11 24 52 14 -7 -15 -5 18 19 20 21 38 -21 53 -11 36 27 28 -27 57 -31 -13 33 49 35 -34 -17 -14 54 -10 41 43 -43 -12 -45 -42 -47 -48 -41 51 -51 -33 60 -9 -18 56 -8 58 -30 -59 -6 62 -62
right_child=1 2 -4 6 5 13 55 8 39 10 40 31 37 15 -16 25 17 -19 -20 22 -22 -23 -24 -25 -26 26 -28 -29 29 30 -32 32 34 -35 -36 -37 -38 -39 -40 48 45 42 -44 44 -46 46 47 -49 -50 50 -52 -53 -54 -55 -56 -57 -58 59 -60 -61 61 -63 -64
leaf_value=-0.034289886697004307 -0.03766055617967326 -0.0027647456464800109 0.037384579946187768 0.028979787514714694 0.015198037934019729 0.010857347288678524 -0.010644935592774952 0.0025503729936205222 -0.040961612696360138 0.0122983556298008 -0.043026479872396474 0.0012239616666829603 -0.010951284053768098 0.036383347554794436 -0.032827452134430196 0.04524111880586968 0.043834647069504684 -0.016575915877405558 -0.012598829171649823 0.022209566933010256 0.064183584087696838 -0.010594175756346887 -0.012357153614629373 0.026158190810389483 -0.026624671248653149 0.010370884204548793 0.0053646646142160069 0.030565761424161005 -0.046085807864435516 -0.046182323376345202 -0.015429775705212076 0.0023144191725967813 0.036713658711393496 -0.033609486170855137 0.063897385341901689 -0.014354078783956545 0.004978009102976886 0.027072709309199562 0.053381319866856208 -0.0093274837565684478 -0.035636770546004781 -0.010034338951653047 0.034274118879650428 0.03531890095150652 -0.016781894890564121 0.015548680513480961 0.016986158869277204 -0.035415413562233967 0.034641157820873111 -0.022398011796635812 0.019763058616541294 0.060667604925509239 0.00016566014632337744 0.045332404301081652 -0.0012639853308250247 -0.023177060240227598 0.033444768346427831 0.01542495571351888 0.0051009134252654395 -0.02711081928265845 -0.035985037530574415 0.01415271426852642 0.0027129461885131833
leaf_weight=47.835959285497665 22.352301478385925 699.19864957034588 20.54528272151947 11.114824220538138 9.3211998194456083 356.22272314876318 32.949405170977116 56.079351976513863 7.8715719208121291 10.088508188724516 5.7017846107482937 859.57166833430529 177.74362877011299 9.8290932923555356 7.2757925391197196 10.445375770330431 6.6461787819862428 54.734998807311058 49.152850732207298 12.330322794616221 7.1552031189203253 26.233521014451981 44.152926653623581 54.985263861715794 27.958582922816277 22.677202522754669 167.49068719148636 9.658965736627577 8.6250935792922991 17.443487405776978 51.106803923845291 6.1534557789564115 15.287885978817945 7.5918374359607688 7.6575323641300193 8.8892817944288236 18.880495235323906 7.7247000932693473 9.0237981081008893 25.207958951592449 6.5007992237806311 8.2010549604892713 47.232597962021828 10.274152472615244 7.6424157619476309 49.930120036005974 8.3621348738670367 12.679597496986387 6.6554922834038726 16.824022576212883 22.44427478313446 6.8607957661151886 1076.5588718652725 5.7035088241100302 14.952294275164602 62.439422070980072 6.1932702958583823 28.191164121031761 8.0926336646079999 6.8240743726491919 28.918714985251427 9.4035246074199659 8.5658947974443418
leaf_count=1176 196 2294 179 36 28 1223 149 210 27 31 18 2576 560 31 25 33 25 195 263 47 26 96 168 213 91 75 596 30 27 54 160 20 45 24 22 27 59 24 30 83 20 26 156 33 25 155 25 37 33 54 68 20 3293 29 57 320 25 90 25 21 90 29 26
internal_value=0.000240304 0.000613797 0.000808225 0.000636642 0.001217 0.0020497 -0.00632348 0.000981267 0.00966681 0.000429616 0.00293259 0.00161402 -0.00174605 0.00592362 0.00998295 0.00181646 -0.00229616 -0.00384543 0.000261944 0.0055082 0.014614 0.00837581 -0.00481122 0.0157568 -0.0163039 0.000844145 -0.000848374 -0.00766681 -0.01025 -0.0141376 -0.0232551 0.00233066 0.0127035 0.00404271 0.0289927 0.0179375 0.019319 -0.0093676 0.024627 -0.00822965 0.0112667 0.0193019 0.027719 -0.000453468 0.013095 0.00306776 0.00661297 -0.0145907 -0.000143515 0.00951011 0.00169966 0.0330768 -0.000498169 0.00649981 0.0126136 -0.01566 -0.00366893 -0.0020562 -0.0213076 0.00713521 -0.0132123 -0.0188601 -0.0271419
internal_weight=4470.37 4422.53 4400.18 4379.63 4042.55 3343.36 337.079 2620.59 156.503 2464.09 1145.85 989.328 1318.24 722.764 363.499 359.265 235.497 224.382 169.647 120.494 64.011 56.8558 56.4832 116.768 38.0471 349.436 320.11 152.619 142.96 120.283 68.5503 951.281 91.7091 59.8744 31.8347 24.1772 29.3259 185.468 30.6223 39.735 156.525 79.052 55.4337 23.6184 17.9166 77.4727 70.9719 21.0417 31.8635 52.2825 39.2683 13.0143 1132.77 61.7829 21.5985 101.582 39.1427 51.733 16.7177 35.0152 56.2093 46.8881 37.4846
internal_count=15849 14673 14477 14298 12861 10567 1437 8118 595 7523 3473 2978 4050 2449 1248 1201 943 907 712 449 234 208 215 452 122 1170 1078 482 452 377 214 2856 280 186 94 72 92 584 112 143 495 258 182 76 58 237 217 62 116 162 122 40 3466 239 82 494 174 163 52 111 173 145 116
is_linear=0
shrinkage=0.05


Tree=133
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 48 11 6 70 35 49 27 31 13 54 60 70 74 71 30 0 18 22 27 27 44 65 70 72 65 15 10 20 8 64 16 65 34 28 59 70 44 71 74 10 13 72 31 71 30 56 5 9 30 6 5 29 21 27 29
split_gain=43.4591 86.2914 37.4549 93.9764 20.8992 30.2567 5.33729 3.99988 2.48893 2.9535 2.40497 3.32698 4.12403 3.87554 3.71752 3.3131 2.83958 4.24673 4.31446 3.50202 3.54791 6.5225 6.95306 5.29 5.26685 4.11656 4.48405 3.69175 4.25722 3.62274 3.38126 3.91902 3.35923 3.49406 5.79361 3.36705 4.07002 3.71614 6.3092 4.65724 4.53747 4.30364 4.22051 4.50975 3.97566 3.783 4.73541 4.38593 6.70208 9.02424 6.11951 5.8851 4.62197 4.80109 4.43902 4.2695 4.25974 4.17636 4.07788 3.98787 3.90346 3.70798 3.684
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 2.0350000000000006 1.1833333333333336 1472.4175233093379 -0.17624999999999993 3.1050000000000004 1.8350000000000002 0.50267857142857153 0.11968821475863727 1.0000000180025095e-35 1.5750000000000004 0.047649100125880306 -0.66541666666666655 1.0000000180025095e-35 -0.040416666666666642 0.13523674049989837 1546.9629248252099 1.0000000180025095e-35 0.38750000000000007 0.50816666666666677 0.45816666666666667 9.5100000000000016 -0.12526315789473683 -0.17874999999999994 0.37041666666666667 -0.52555555555555544 0.70833333333333337 1.9666666666666668 1.5000000000000002 3.2333333333333338 0.013585526315789452 4.5000000000000009 0.0077003484320557012 2.3850000000000002 4.2678571428571432 2.5345147802959445 -0.35791666666666661 5.1450000000000005 0.27958333333333341 1.0000000180025095e-35 1.0333333333333337 0.22500000000000003 -0.36166666666666658 0.2329432105333156 -0.26999999999999991 0.14239631336405525 1.7250000000000003 1488.1719725172741 0.51666666666666672 0.096269694161260425 1509.3369328091524 1492.5957589332418 3.2928571428571431 0.30785714285714288 0.5173214285714286 4.9500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -7 -8 9 -9 11 12 -3 15 -15 -13 19 32 -19 -12 21 22 24 -24 -21 27 29 30 -29 -27 -22 -32 33 -18 -35 36 37 39 40 45 41 -39 44 -44 -41 47 -47 52 49 -49 55 -51 54 59 56 -50 -34 -53 -48 -54 -61 -45 -59
right_child=1 2 3 4 5 6 7 8 -10 -11 16 13 -14 14 -16 -17 17 18 -20 20 25 -23 23 -25 -26 26 -28 28 -30 -31 31 -33 35 34 -36 -37 -38 38 -40 42 -42 -43 43 61 -46 46 58 48 50 51 -52 57 53 -55 -56 -57 -58 62 -60 60 -62 -63 -64
leaf_value=0.035044912800592666 -0.03495580114306928 0.019397130293703969 -0.035001893112929942 0.0051493520942539305 -0.035067018895687023 0.0039385146432927834 -0.035142943820405795 0.027326267387830103 -0.037537488795943236 -0.017143769041486009 -0.032603200413822052 0.030754019989987419 -0.028700175375899358 0.052725127234192364 0.010415910362980577 -0.015072269617492556 -0.0062000194679571186 0.0012174234384785421 0.053948798060283611 -0.0060709764257108577 -0.0052543047159571274 0.030518879135643901 -0.032168998484218746 0.013310045928857088 0.049629968293241782 -0.00081723185232379322 0.0055421574219721393 0.0014795498597802706 -0.029598395550115071 -0.043504410108440195 0.041312942724411647 -0.0036265433250714575 0.04362664561173938 0.051776546215790586 -0.0030655769425507883 0.010062849255367951 0.039190490396495976 0.0034000230473047103 0.040760578868159411 0.0011511349555205857 0.011289053446270887 -0.013474429815555493 0.040542308921227399 0.0078624516716232825 -0.034849669156684041 -0.0040380277726784503 0.064472891080512282 -0.04306619043099328 -0.018702545677920426 -0.02838126866493523 -0.023424625999300373 0.015845666379426051 -0.0096609882921648467 0.053090081103583001 -0.0028295305511005595 0.018124189093363201 0.0042140429053358561 -0.040551520307215212 0.018417910568719453 0.0022194067703488226 0.046908505090164691 -0.022282202176587003 0.010144422100374074
leaf_weight=81.944790609180927 184.2869643047452 10.371764928102495 225.13173549436033 735.19946669787169 88.535281339660287 162.47122465074062 16.819667737931013 8.372693710029127 3.849998526275157 6.7388328537344924 7.5467155277729026 7.2202611938118926 7.8148043453693381 14.79370814561844 7.9991800487041465 8.6922132298350316 7.4551895260810879 6.5408170521259335 9.5322376489639264 7.7202592492103603 12.182514324784277 27.183110661804676 17.901000797748569 9.946920230984686 9.4248413145542127 7.213273972272872 14.075094014406202 70.679581366479397 13.05483168363571 15.98409439623356 15.670212864875795 7.0267493724822989 13.021137997508051 14.43850986659527 7.2257258892059317 346.89054227620363 8.0892704427242261 59.295065984129906 8.3309229090809804 13.781430661678316 40.786506667733192 104.15727712213993 7.3780351281166068 32.986911728978157 17.289686739444733 8.7460919022560137 9.1659700870513934 15.041498422622679 8.6302757859230024 14.631090998649595 11.667505711317061 39.20611084997654 9.6140545308589953 13.181708753108976 43.145614922046661 89.372527077794075 14.478991955518721 7.3070280253887159 10.105469912290571 8.0426539778709429 12.451139181852339 14.768542379140852 7.0324358493089676
leaf_count=1176 2829 29 3408 2389 1320 615 244 34 30 43 22 22 25 42 23 26 22 24 30 21 34 76 52 29 26 20 39 202 38 47 43 20 36 44 22 965 23 172 26 38 116 315 21 92 49 24 25 42 24 41 33 107 27 36 118 246 40 20 28 22 34 43 20
internal_value=-0.000838309 -0.00190458 0.000462287 -0.00575836 0.00068365 -0.0107645 8.85177e-05 -0.0173931 -0.00164827 0.0074953 0.0063116 0.0163689 -0.00127038 0.024657 0.0378767 0.00572134 0.00586086 0.00698982 0.0324901 0.000907293 0.00201617 0.0111813 -0.000501816 -0.0159245 0.0245484 -0.0022273 -0.0167219 0.00232739 -0.00336574 -0.0302307 0.0159948 0.0274001 0.00658708 0.0233247 0.0334849 0.00609407 0.00394864 0.00349871 -0.0018904 0.00621946 -0.00363013 -0.00735294 -0.00414445 0.0041609 -0.0188817 0.00888764 0.0264749 0.00728167 0.00268723 -0.00801211 0.0108059 -0.000278293 0.0150599 0.0279248 0.00717668 0.0148812 0.0228757 0.00740072 0.0403228 0.016907 0.0293706 -0.00145989 -0.0156889
internal_weight=2839.64 2757.69 2573.41 1247.12 1021.99 286.788 198.252 35.7812 18.9615 15.1115 1326.29 56.8919 18.1866 38.7054 22.7929 15.9125 1269.4 1033.79 16.0731 235.609 228.062 72.1761 44.993 27.8479 17.1451 155.886 37.2725 118.614 83.7344 23.1974 34.8795 22.697 1017.71 29.1194 21.6642 988.595 641.705 633.616 212.57 421.046 204.239 163.452 86.2046 55.1335 31.0711 334.841 28.0175 306.824 192.888 83.2182 109.67 68.1767 113.935 43.2896 70.6457 98.0028 27.5001 53.5456 19.2714 30.1078 20.4938 47.7555 14.3395
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 77 3761 167 54 113 65 48 3594 2925 54 669 647 204 128 81 47 443 106 337 240 67 97 63 2871 88 66 2783 1818 1795 629 1166 603 487 243 156 87 923 77 846 533 230 303 188 313 119 194 270 76 147 53 83 56 135 40
is_linear=0
shrinkage=0.05


Tree=134
num_leaves=64
num_cat=0
split_feature=73 42 52 65 39 29 66 66 29 56 31 70 0 35 3 10 26 53 19 73 27 6 73 73 29 28 3 66 3 11 31 11 27 66 6 36 9 10 47 60 71 65 73 66 72 23 10 70 34 10 34 19 3 74 31 40 27 8 44 9 3 4 60
split_gain=17.2541 7.97105 6.08976 5.67666 5.47596 5.02334 4.33458 4.91262 4.144 7.6595 4.60633 5.25553 5.91117 5.74232 4.94364 4.20719 4.03477 3.97815 3.93923 3.84348 4.22295 5.05238 3.82411 7.32634 5.21549 5.44838 4.61216 5.5498 9.50911 6.61458 4.83633 4.79751 6.29214 4.79706 8.51698 5.95911 5.13974 4.78867 4.6867 6.70622 4.89659 4.52884 4.47198 4.72042 4.74345 4.38339 5.79692 4.13852 4.03159 4.05089 4.00983 3.89543 3.78156 3.7582 4.46194 4.18485 4.45857 3.74904 3.71475 4.33136 3.73373 3.69506 7.33655
threshold=1.0000000180025095e-35 6.2350000000000012 4.2750000000000012 0.91500000000000015 0.41938987225129032 5.2928571428571436 2.886038961038961 2.8129370629370634 6.1055555555555561 2.2350000000000008 0.16722595078299773 0.12666666666666668 1531.6657842666548 3.6450000000000005 1520.6866922951438 2.9309523809523812 0.45316666666666666 1.8750000000000002 4.5000000000000009 1.5000000000000002 0.42950000000000005 1482.8052783329799 1.5000000000000002 2.5000000000000004 2.4722222222222228 8.4500000000000011 1427.1828030900876 2.1726190476190479 1360.338030439565 2.4142857142857146 0.20419135396093921 2.0333333333333337 0.53527777777777785 2.9868421052631584 1547.2467412871963 3.4050000000000007 1.4555555555555557 0.96666666666666667 1.7450000000000003 0.068074314881466813 0.027499999999999952 -0.21705882352941172 3.5000000000000004 3.2029411764705888 0.47708333333333336 1.8452380952380951 0.42261904761904762 -0.64583333333333326 2.9150000000000005 0.37857142857142861 1.5750000000000004 4.5000000000000009 1465.3502366939349 1.5000000000000002 0.14947899881834784 3.6450000000000005 0.52133928571428589 0.27619047619047621 10.025000000000002 1.3095238095238098 1484.3039307626666 1542.9694291221215 0.073091751428731713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 22 6 7 58 9 -7 -10 12 15 14 -14 16 -12 -8 -18 20 -3 -22 57 26 -25 42 27 28 -24 38 31 32 37 -28 35 36 -35 50 51 -40 -41 -38 43 47 -45 46 -44 -26 49 -47 -30 -29 -13 54 -19 -56 -57 -2 -6 -60 -61 62 -49
right_child=1 19 -4 -5 5 8 17 -9 10 -11 11 52 13 -15 -16 -17 18 53 -20 -21 21 -23 23 24 25 -27 33 29 30 -31 -32 -33 -34 34 -36 -37 41 -39 39 40 -42 -43 45 44 -46 48 -48 61 -50 -51 -52 -53 -54 -55 55 56 -58 -59 59 60 -62 -63 -64
leaf_value=-0.034046402582628574 -0.01658323149373879 0.038251938907171316 0.046936504782423227 -0.036652588530073915 0.010148481942537436 -0.0026350795603299806 -0.020025551553829794 -0.023124780151928662 0.019751385248095065 -0.053377902726870353 -0.03091985095274391 -0.011290173052932251 -0.037075806267327448 -0.052853765286367364 0.016589946883568914 0.024781936748447395 0.022669702533809653 0.032988201976833741 -0.016698397071237811 -0.018619317295850282 0.039630523332411655 -0.028211618098608112 -0.013464517688746245 -0.011931996719069872 0.023416197574702799 -0.04304644835780487 -0.0094019883094452698 -0.027086075441807758 0.068443014607278613 0.04125204113876732 0.064645651633721976 -0.025043691789354672 0.055618638011097669 -0.0063105519599813758 0.072583300537806358 -0.027848507326633049 0.055239091617930974 -0.0040273610804498214 0.045576891170742422 -0.026207025779538946 0.017858168207348712 0.0095781689343039638 0.03496594343009448 0.012098293866965044 0.05254619724437426 -0.023553043412678068 -0.012448343052656607 0.0055484135077160848 0.039630500988995482 0.0008493925826804663 0.0090781786345639076 0.022792767958520317 0.034181780681686903 0.034382896518284793 -0.023646821578223853 0.039040132845875729 -0.0094692535550296858 0.0039404097278963827 0.017689864325197802 0.0027256920606766287 -0.038633627851441144 0.0072689775339184817 -0.007420612418039256
leaf_weight=36.170000953599811 22.963643133640289 6.7136230617761639 7.2028368711471549 10.027278266847132 210.49592654407024 147.90683105587959 6.096117138862609 13.654532983899115 45.427393957972527 7.8306193947792044 10.726190254092215 6.2854883074760464 7.4708630442619386 10.601456910371779 10.083231747150419 17.307116746902466 14.617225974798203 17.143446639180183 11.240590438246727 76.847145397216082 3.7515008822083464 10.222092952579258 25.309313967823982 75.526997119188309 24.513340994715691 6.8353306725621215 449.19085896015167 38.261805266141891 5.4278803318738955 6.5861976444721213 6.3727305829524985 5.6366389989852896 11.449590206146238 28.891132041811943 4.3151485174894324 14.861297935247419 8.162304639816286 18.114093139767647 7.249391943216323 15.894305251538755 10.448841735720633 16.225386500358582 6.8403732702136031 59.40185159444809 8.2558010369539243 17.415655434131622 111.93320106714964 243.23216488212347 6.5654831081628791 724.51303592324257 5.9765661656856537 4.3604722023010245 16.773699790239334 34.496207356452942 10.93206210434437 9.6380719095468539 9.3146234154701215 717.09454645961523 11.086366966366766 9.6825785487890261 12.503084838390349 257.86450380086899 197.66803741455078
leaf_count=1176 72 35 30 136 623 447 21 41 147 23 34 20 22 33 29 59 45 52 37 816 23 73 106 299 73 30 2064 175 23 30 23 25 40 125 15 98 27 77 30 71 41 68 25 193 27 80 449 782 23 2775 28 17 55 110 32 31 28 2224 34 30 38 803 631
internal_value=0.000329395 0.00064582 0.0010051 0.000918601 0.00101736 0.0051923 0.00932932 0.00605978 0.000531561 -0.00518647 0.00644728 0.000697161 -0.00523013 -0.0237976 -0.00624971 0.00447049 -0.00513842 0.018935 0.00555609 -0.0134695 0.00566056 -0.00999799 0.000157769 -0.000802936 0.000918895 0.00150182 -0.00519258 0.00220267 0.0117471 -0.00682143 0.0237917 0.0182053 0.0241557 -0.00747629 0.00446222 0.00014828 0.00795755 0.011952 -0.0109758 0.00299053 -0.00872885 0.0248604 0.00168545 0.00440444 0.0170339 -0.000794224 -0.00971767 0.00322304 0.000621779 0.000276582 0.0373325 -0.0219832 0.021787 0.0218483 0.0126539 0.000989152 0.0151994 0.00330357 0.00769454 -0.00783034 -0.020583 0.00251465 -0.000265968
internal_weight=3965.61 3929.44 3831.9 3824.7 3814.67 651.314 345.043 257.422 306.271 155.737 150.533 105.106 82.0467 28.1556 17.5541 53.8911 36.584 87.6205 25.8578 97.5344 20.6872 13.9736 3163.36 2423.3 1740.57 1665.04 682.734 161.088 78.2868 82.801 52.9775 46.6048 40.9681 521.646 72.4553 68.1401 53.2788 29.5185 76.2148 33.5925 26.3431 24.3877 1658.2 790.936 67.6577 867.268 118.774 723.278 748.494 741.929 11.4044 42.6223 23.0592 81.5244 47.0282 29.8848 18.9527 740.058 243.768 33.272 22.1857 698.765 440.9
internal_count=15849 14673 13726 13696 13560 1991 1040 766 951 470 481 334 259 84 51 175 116 274 82 947 131 96 11569 9273 6190 5891 3083 686 322 364 216 193 168 2397 333 318 220 128 334 142 112 95 5861 2509 220 3352 474 2289 2878 2855 51 192 75 253 143 91 59 2296 725 102 68 2216 1413
is_linear=0
shrinkage=0.05


Tree=135
num_leaves=64
num_cat=0
split_feature=73 65 65 65 36 2 31 2 56 31 35 21 11 71 7 1 10 26 73 37 54 55 69 70 65 3 29 59 71 37 39 7 26 28 19 16 48 74 70 69 5 3 22 6 24 22 5 51 66 30 15 70 6 70 0 10 27 29 73 66 71 71 9
split_gain=21.544 12.6224 10.4077 6.41256 6.47117 5.98685 5.19525 6.48768 4.72555 4.66264 7.68988 4.33709 4.96017 4.6977 3.85774 5.42987 3.80788 5.79035 3.80648 3.7802 6.28474 6.55522 5.37522 4.96785 4.55678 4.45773 4.30135 6.87247 4.02757 3.7754 7.44998 6.45074 5.17662 5.70627 4.17123 4.2267 5.52424 4.63545 5.29619 4.29323 4.36651 7.07396 4.20212 4.94184 4.05663 4.85085 5.61438 5.18364 4.90599 3.91274 6.50361 4.49676 3.73683 3.72181 4.0251 4.79475 3.71738 3.83971 3.70254 5.35968 4.32977 4.72807 4.50465
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 -0.055749385749385698 6.7750000000000012 -323.73913880835715 0.12681311751103638 95.709647758296697 2.4450000000000007 0.10760959470636891 3.1550000000000007 0.18333333333333332 1.3785714285714288 0.042083333333333257 53.900034756013618 1291.6416815433988 1.0333333333333337 0.58267857142857149 1.5000000000000002 0.35412128324687386 1.155 1.9450000000000001 0.79000000000000015 -0.11249999999999995 -0.21705882352941172 1468.644700709327 3.9500000000000006 2.605624516636674 0.30875000000000002 0.50619471196844568 0.21977708245094316 45.450648652206731 0.40527777777777779 3.2678571428571432 3.5000000000000004 1.0000000180025095e-35 2.1850000000000005 2.5000000000000004 -0.64583333333333326 0.11000000000000001 1495.8890915570807 1468.644700709327 0.69047619047619058 1542.9691587700042 0.30952380952380959 0.18333333333333332 1536.8601274490456 1.135 2.9298029556650254 0.13004065040650406 0.77500000000000013 -0.059999999999999942 1484.5566518676508 -0.51124999999999987 1630.6176381851963 3.0690476190476201 0.59645833333333342 5.8944444444444457 1.5000000000000002 3.0374331550802141 -0.4137499999999999 -0.14166666666666664 2.183333333333334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 -4 4 -6 14 8 9 -10 10 -12 13 -14 -15 16 29 -18 -19 -20 20 22 25 -24 26 -26 -27 27 -29 -30 30 -32 52 33 44 35 36 -38 -39 53 42 -42 -43 -44 -45 45 48 -48 49 -50 50 51 -53 -54 54 -56 -57 -58 -59 -60 -61 61 62 -64
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leaf_weight=44.860056813806295 21.584358971565962 120.29349368810654 19.572387125343084 6.1028533428907421 123.3319526091218 9.7751778811216337 12.600586727261541 7.7425091266632107 12.109110608696936 17.31035053730011 26.609392717480659 46.912648171186447 8.9475414901971799 14.496125906705855 19.229449689388279 1893.8172492310405 25.594387710094452 7.4218972027301779 22.796811252832413 11.009583607316019 47.109282940626144 10.556280702352526 10.745111182332037 26.363299012184143 10.001787483692167 21.043055921792984 8.2304769009351748 12.20857912302017 6.3418455421924582 11.252182915806769 64.949313104152679 11.88991339504719 33.269793480634689 60.712472632527351 13.492035046219824 11.16537192463875 12.37688474357128 33.728747084736824 14.182742610573767 52.682076722383499 81.977010861039162 9.4108339846134168 6.4268605560064307 10.132242441177366 14.961251139640806 146.43124954402447 9.7910029888153058 11.254864260554312 42.051276981830597 16.434546664357185 10.449204161763188 10.690359890460972 9.9357525855302793 228.5965109243989 20.163730606436729 15.201883114874361 6.6613782346248618 6.685035526752471 697.37492993474007 17.179463475942612 35.283113569021225 89.993893772363663 12.821678221225737
leaf_count=1176 196 425 179 25 631 30 39 24 39 52 88 156 28 45 68 5815 94 28 132 34 147 32 36 81 29 64 26 40 22 36 208 39 115 200 44 37 50 114 46 161 256 28 20 37 52 479 31 36 147 57 32 35 34 717 63 57 21 21 2421 57 105 274 38
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internal_weight=4454.33 4409.47 4387.88 4368.31 3085.03 2961.69 1283.28 405.921 877.363 122.019 43.9197 78.0988 16.6901 61.4088 2932.79 2880.55 52.2457 26.6513 28.8997 283.903 157.267 52.6107 104.657 93.9116 21.0114 31.5993 46.8024 20.4391 126.635 2870.77 467.42 402.47 380.645 369.392 2403.35 509.537 184.171 325.366 291.637 171.794 102.553 20.5762 69.2412 62.8143 336.123 275.41 73.5812 63.7902 201.829 48.829 37.5741 21.1396 21.8257 278.145 263.962 243.798 159.778 153.116 865.254 167.879 150.699 138.099 102.816
internal_count=15849 14673 14477 14298 9996 9365 4302 1329 2973 393 140 253 52 201 9208 9018 190 96 157 936 489 159 330 294 63 96 147 66 447 8988 1543 1335 1262 1226 7445 1630 589 1041 927 539 321 65 218 198 1111 911 243 212 668 160 124 67 73 883 837 774 521 500 2934 513 456 417 312
is_linear=0
shrinkage=0.05


Tree=136
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 15 11 28 12 26 69 72 27 72 72 60 4 71 10 53 47 28 3 49 55 26 60 56 23 59 30 72 30 56 30 65 31 31 19 9 51 9 7 30 10 7 10 56 28 74 44 36 71 52 4 3 4 1 27 24
split_gain=40.499 83.2236 34.8527 90.9546 19.6091 29.5168 5.04683 3.93508 2.4102 2.85716 2.39581 4.42158 3.65065 4.31121 4.76305 3.21655 3.23695 4.03827 5.09132 4.42369 2.83585 2.6947 2.36062 3.69264 2.80278 2.51462 2.51496 3.08646 2.7402 4.73963 3.80735 3.25847 2.62889 4.46929 3.55187 5.0568 5.30079 4.29998 3.43553 4.08505 3.83103 3.50375 5.47892 4.60526 5.36015 4.44908 5.57106 5.5996 4.12101 7.29573 3.6922 3.35206 3.34485 3.10937 3.09425 3.32414 4.67406 3.63209 4.67741 3.35247 3.73149 2.92872 3.8513
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 0.77500000000000013 1.1833333333333336 7.0500000000000007 0.36666666666666675 0.59050000000000014 0.89000000000000012 -0.38124999999999992 0.4141428571428572 -0.15374999999999991 0.083749999999999963 0.057088340494627111 1460.4272490371582 -0.18874999999999992 1.3166666666666669 3.3650000000000007 2.2650000000000001 0.89444444444444449 1313.4077985226997 4.0050000000000008 1.8650000000000004 0.39050000000000007 0.068074314881466813 1.675 5.8333333333333348 2.5688013973332899 0.13168094655242757 0.53708333333333347 0.12385166455962916 1.7650000000000003 0.15362762237762237 0.10943722943722932 0.14644659377628258 0.098678490697270013 1.0000000180025095e-35 0.34523809523809529 1.2050000000000003 1.2583333333333335 -12.808796551070371 0.20318851626016263 1.2928571428571431 -22.684026875814876 1.7928571428571431 1.9950000000000003 4.6458333333333348 2.5000000000000004 7.1550000000000011 4.2350000000000012 -0.052499999999999943 2.9450000000000007 1471.3976337786305 1415.8169634770315 1446.4189793941157 1463.4042444813042 0.4741428571428572 0.22500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 22 -6 -7 -8 -9 -10 12 21 -3 14 -14 -16 -17 -18 -19 -20 -21 -12 23 24 -5 -26 28 -28 29 30 -27 32 34 54 35 36 52 53 41 40 -40 42 -35 45 -45 -44 -47 -48 49 -43 -51 -42 -30 -37 55 56 57 -34 -59 -57 -61 -39 -63
right_child=1 2 3 4 5 6 7 8 9 -11 11 -13 13 -15 15 16 17 18 19 20 -22 -23 -24 -25 25 26 27 -29 31 -31 -32 -33 33 38 -36 37 -38 61 39 -41 51 48 43 44 -46 46 47 -49 -50 50 -52 -53 -54 -55 -56 59 -58 58 -60 60 -62 62 -64
leaf_value=0.034930427330998173 -0.034896695092743311 0.0064708849026529243 -0.034940753466156931 0.038350751090757966 -0.035007716204105352 0.0038428253573812377 -0.035079849405695994 -0.038514716106481377 0.02646642458693917 -0.017063761269192058 0.023411436661487678 0.038320523969790188 -0.036096439970626414 0.032843590744000506 0.028189861145925501 0.017439551077878576 -0.032649741634842938 -0.028228797489515546 -0.02187692707838659 0.050461563648539112 0.0078492898836250453 -0.015384391254082872 -0.014004677112283521 0.03449993653973002 -0.012496274908708634 0.012604479887207039 0.0089173679864084365 -0.037571450834983547 0.022142179044954344 -0.009115401140479382 0.060923931725232618 -0.020297511641918224 0.023255722104182325 0.063496713611003994 0.041669650460948428 -0.026888055474280182 0.057113896363888583 -0.0089637989566604837 -0.02963385831182265 -0.015783535592880728 0.049985488705945852 0.046117441867532798 -0.0067252466958443559 -0.030980000037603025 0.016187367712179077 0.037662215796154773 -0.020417874661931772 0.031485386743766428 0.001348225517384445 -0.014151145358329537 0.024478888403211191 0.0029225493668849955 -0.0097503819413051248 0.0077565224801056281 -0.025124934026302576 -0.037502959694674758 0.043697776556406345 0.025517793861103741 -0.017397125006983091 0.029953569513549883 -0.0095438625010092829 0.048084068199458055 0.0090330124132464839
leaf_weight=76.965682439506054 178.07755556888878 1200.557159870863 217.43849789723754 6.2318093478679648 85.677362225949764 162.53722693398595 16.264554331079125 3.566520698368552 8.4891245961189252 6.7804016284644595 8.1950051486492175 15.998410880565642 12.197248622775076 7.2956301718950263 7.7261879444122306 11.904164493083952 15.640664309263228 12.116515770554541 6.7861995398998287 6.8991667926311413 8.9947071969509178 9.8625620976090413 16.00923590362072 10.74447578191757 20.703505992889404 7.8816850259900155 6.786201059818266 7.5340104848146439 33.905402824282646 8.1360948681831342 8.4449265897274 12.470818459987639 14.010113805532454 5.8166945949196807 9.1168117076158506 17.847649022936825 8.674862787127493 14.736705958843229 4.1180189996957806 33.063047602772713 7.0499260276556006 15.528272181749342 12.748304620385168 11.048161894083025 13.243344962596892 36.623997390270233 10.505992010235788 10.282248310744761 160.32133392244577 14.308446340262892 10.895668312907217 8.1659399494528753 10.852784797549246 10.165270194411276 15.367090590298174 8.9720160216093046 7.7126828432083121 8.3952779173850995 26.053765594959259 6.8605986088514319 46.574903249740601 8.0134659409522992 29.764878794550896
leaf_count=1176 2829 3388 3408 18 1320 615 244 24 37 46 25 48 37 22 24 35 46 37 20 20 27 32 51 31 66 25 20 24 101 25 23 45 41 19 27 57 25 50 19 154 25 45 40 33 38 114 35 34 524 50 33 38 34 31 57 29 23 24 82 20 147 23 89
internal_value=-0.000840084 -0.00184535 0.000453206 -0.00558353 0.000680825 -0.0104961 0.000129824 -0.0170636 -0.001507 0.00713694 0.00608998 0.01918 0.00574443 -0.00399366 -0.00726056 -0.00224085 -0.00601224 -0.0115473 -0.00206201 0.0119172 0.0263463 0.00222219 0.0049851 0.00540753 0.00496661 0.00467055 0.00519168 -0.0155409 0.00563635 0.0220613 0.0375977 0.00501168 0.00551208 0.00376363 0.0114715 0.00941635 0.0213421 0.00150318 0.00670916 -0.00510765 0.0131493 0.00876399 0.0163987 0.0134983 -0.0052651 0.0199947 0.0259278 0.00525444 0.00495642 0.0191581 0.00254851 0.0247281 0.014409 -0.0143163 -0.0040148 -0.00127907 0.0075449 0.00179086 -0.0069387 -0.00922136 -0.00447278 0.00994172 0.0173164
internal_weight=2815.66 2738.69 2560.61 1236.44 1019 283.315 197.638 35.1006 18.836 15.2695 1324.17 34.056 1290.12 89.5605 82.2649 70.0676 62.3414 50.4373 34.7966 22.6801 15.8939 18.0576 735.686 719.677 708.933 702.701 681.997 14.3202 667.677 24.4627 16.3266 643.214 630.744 487.666 143.078 133.961 53.4331 80.528 353.719 52.3969 19.3339 301.322 100.269 94.452 24.2915 70.1605 57.4122 20.7882 201.054 40.7324 25.2041 15.2159 44.7582 28.0129 133.946 118.579 56.1718 48.4592 34.449 62.4075 53.4355 52.5151 37.7783
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 83 3761 105 3656 268 246 209 185 150 104 67 47 57 2389 2338 2307 2289 2223 44 2179 73 48 2106 2061 1624 437 410 160 250 1201 236 82 965 313 294 71 223 183 69 652 128 83 63 135 88 423 366 170 147 106 196 167 162 112
is_linear=0
shrinkage=0.05


Tree=137
num_leaves=64
num_cat=0
split_feature=73 42 30 34 65 35 0 1 26 15 60 48 7 7 29 27 29 70 10 1 0 74 30 9 28 38 35 19 72 3 37 27 28 30 59 72 27 31 28 46 48 21 23 23 70 60 29 23 39 72 70 0 1 10 34 66 60 30 26 4 23 3 16
split_gain=16.115 7.37088 6.32285 4.99808 4.88155 4.94086 6.60499 4.72258 4.77193 5.69124 4.65708 4.68528 4.59401 5.43967 4.47204 4.45015 5.18947 4.19124 4.42394 4.13875 4.08296 5.25598 4.77981 4.71356 5.4495 4.0702 5.0817 4.60829 4.03162 3.97359 6.31156 5.69457 5.6824 5.13353 3.93923 3.8882 3.86932 5.97513 4.71089 6.88143 4.38387 4.5885 5.07288 4.78191 4.58614 5.09444 4.82174 4.07443 5.17378 5.38066 4.40026 4.22871 5.44894 5.34318 4.65278 3.99583 6.70492 4.46231 3.76076 3.71367 3.60378 3.576 3.57466
threshold=1.0000000180025095e-35 5.4650000000000007 0.20554346434515428 4.5750000000000011 0.017254901960784254 4.1650000000000009 1632.9704282663454 1370.3961408758325 0.5010555555555557 0.36666666666666675 0.069435023138726806 2.8950000000000005 -3.8173483384950937 -4.8478957333762756 7.9500000000000011 0.63612500000000016 2.1125000000000003 -0.59624999999999984 0.96666666666666667 1291.6416815433988 1371.3909570490523 1.0000000180025095e-35 0.072595520421607371 2.0690476190476201 4.5277777777777786 0.17843495021775244 3.4750000000000005 2.5000000000000004 -0.78374999999999984 1370.0721070199022 0.33408380351160727 0.50472222222222241 3.9500000000000006 0.11639196206818692 2.6364747387384928 -0.34458333333333324 0.50472222222222241 0.60357142857142865 5.2928571428571436 4.5150000000000006 2.4750000000000005 0.35416666666666669 2.183333333333334 1.2916666666666667 0.34125000000000011 0.068074314881466813 7.4142857142857155 3.0625000000000004 0.23416028353700838 0.011666666666666652 -0.42666666666666658 1505.5439890621287 1393.1427775419818 2.378571428571429 2.5350000000000006 2.6619047619047622 0.080634195075344611 0.090567327409432671 0.48527777777777786 1508.7997727734557 2.8660714285714293 1553.6654951509256 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 2 2 2 2 2 2 2 2 2 2 2 2 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 62 4 5 7 -7 19 12 -10 11 14 13 17 25 16 -14 18 -9 -2 21 -6 -23 29 -25 -5 -27 35 -19 30 33 32 -32 -22 -20 -28 37 38 47 -40 41 42 -38 -43 46 -46 -44 51 -49 50 -50 55 -53 54 -54 56 60 -58 -15 -24 -11 -59 -3
right_child=1 2 -4 10 20 6 -8 8 9 36 -12 -13 15 58 -16 -17 -18 28 34 -21 23 22 59 24 -26 26 27 -29 -30 -31 31 -33 -34 -35 -36 -37 40 -39 39 -41 -42 43 44 -45 45 -47 -48 48 49 -51 -52 52 53 -55 -56 -57 57 61 -60 -61 -62 -63 -64
leaf_value=-0.034000071571839666 0.020285394345242378 0.0028864971252051536 -0.02637205326985393 0.02271623735536616 0.038365219214422229 0.0029401433697671606 0.058982537431910023 0.044190305867080545 -0.026576736568615963 -0.033991744305260134 0.023002528460823304 0.043683843244364563 -0.010912294676994642 -0.035651113277484839 -0.02918869104479074 -0.021314543310816312 0.0086460810462264479 -0.031121440500837941 -0.021207652323895692 -0.011527355163339038 0.0699151195200238 0.035517326521711697 -0.023119509692140508 -0.025959730150168243 0.0017515088588452112 0.038613007102783314 0.019671648620177406 0.0083882201916816654 0.001546481941611156 -0.0034157668318772687 -0.0076309396753939428 -0.034084495539161763 0.056008447954068175 0.016396648866250564 0.017201506343192972 -0.022368331944016381 -0.0041125999363713448 0.049827428331266882 -0.015394927007733204 0.039720691057470593 -0.025506342457792614 0.018914409864944109 0.0059621892670011258 -0.0089649676866020087 0.0027917734106491315 0.065998863898697954 0.032383260159562041 -0.021577053166226365 0.044425043308226088 0.031207931246987137 -0.006520641518662113 0.062441945819770417 -0.0039328837085555674 0.038143806145750456 0.03645832698303559 0.0040037920683575973 -0.026621390113225587 -0.0013134248134334765 0.0061225610398102075 0.0088310821816489655 -0.0014873244762799625 0.036464377504925455 -0.012920882721503452
leaf_weight=33.912126623094082 11.341274768114088 80.028636574745178 41.235590413212776 25.421744450926781 12.816181439906357 13.141603492200376 8.7634460330009443 11.016279265284536 20.548620335757732 41.94897136092186 45.925836965441704 7.2090661525726309 35.928994096815586 16.384964525699619 10.383735775947569 13.637258335947989 605.16710670292377 9.566658675670622 8.754637271165846 103.74892681092024 5.9938774406909969 8.6545160003006441 16.774595852941275 47.046847932040691 28.481673520058393 7.7701635956764212 6.5599360167980185 39.657741859555244 739.29138191044331 640.02478659898043 10.665718488395216 10.550707839429377 5.2265630811452857 17.749097660183907 28.108124017715454 34.039687275886536 103.61783437430859 5.2361463457345954 111.51299421489239 5.9663056731224051 13.498345166444777 17.879631973803043 327.41554528474808 110.04528216272593 5.7680342048406583 7.1267367899417877 18.229481533169746 11.248896315693854 5.0170129090547517 28.42314051091671 27.310853719711307 3.6752813011407843 127.98688270896673 8.9795182347297651 7.5504476279020301 39.878199398517609 14.676846176385878 36.062226846814156 8.0273908376693708 19.864580377936363 10.703053027391432 7.5810314863920203 64.662077073007822
leaf_count=1176 48 549 360 103 41 65 40 34 81 146 155 29 128 56 35 45 2084 31 27 413 20 28 60 175 114 26 23 133 2306 2580 45 46 19 59 87 109 351 19 485 26 45 59 1076 411 21 21 57 52 16 95 95 14 491 30 22 137 51 129 26 66 36 27 515
internal_value=0.000319068 0.000616153 -0.00910014 0.00110027 0.000691972 0.00170971 0.0253607 0.00151845 0.00195822 -0.000505997 0.0093014 0.00449962 0.0038247 0.00133377 0.00221847 0.00694876 0.00754997 0.00204612 0.0163882 -0.00839245 -0.00268145 0.0100962 0.00209721 -0.00365111 -0.0155099 0.00509309 3.64642e-06 -0.00373434 0.00112915 -0.00235343 0.0111947 -0.00560728 0.0132984 0.0299073 0.00807961 -0.0155757 -1.78001e-05 -0.00330047 -0.00386992 -0.0125958 0.00266758 0.00331207 0.00563177 -0.00506836 0.00844789 0.0377253 0.00735565 -0.00110712 0.00957093 0.0153384 0.0013857 -0.00367806 0.0023208 0.000791826 -0.00168279 -0.0095712 -0.0144494 -0.00277169 -0.0219149 -0.00579693 -0.0273843 0.00524875 -0.0041778
internal_weight=3951.42 3917.51 185.926 3731.58 3554.61 2730.77 21.905 2708.86 2593.77 1117.89 176.968 131.042 1475.88 821.149 123.833 654.733 641.096 796.737 47.879 115.09 823.849 58.1099 45.2937 765.739 75.5285 113.449 88.0275 80.2574 748.858 690.211 50.186 26.443 15.8923 23.743 36.8628 40.5996 1097.34 493.758 488.522 117.479 603.581 590.083 462.158 127.925 358.54 12.8948 345.645 371.042 71.9999 60.751 32.3279 299.042 148.192 144.517 135.537 150.85 110.972 58.3201 24.4124 36.6392 52.652 43.6433 144.691
internal_count=15849 14673 1424 13249 12636 9383 105 9278 8817 3993 613 458 4824 2567 429 2257 2212 2485 148 461 3253 195 154 3058 289 394 291 265 2337 2769 189 110 64 79 114 132 3912 1871 1852 511 2041 1996 1526 470 1175 42 1133 1341 258 206 111 1083 557 543 513 526 389 207 82 126 182 156 1064
is_linear=0
shrinkage=0.05


Tree=138
num_leaves=64
num_cat=0
split_feature=73 65 65 34 19 4 65 66 1 7 34 73 27 10 31 26 28 19 4 65 7 70 2 44 38 8 11 73 1 72 29 23 71 1 44 46 26 23 70 13 22 64 40 29 28 72 10 18 28 11 8 8 31 10 1 3 11 70 4 41 38 44 27
split_gain=20.1095 12.132 9.96935 6.01545 6.08307 6.14742 5.07189 5.23997 5.38947 4.85082 6.19198 5.32612 4.56384 4.93081 5.79704 5.51709 4.54624 4.53581 5.95862 4.63075 4.45278 4.91075 4.27116 4.92081 4.81648 5.79313 4.17319 4.16594 5.021 4.33442 4.25417 5.26506 6.93108 6.06605 6.05383 5.9543 4.96552 4.47968 6.63477 4.50178 7.70201 4.436 4.40913 4.34692 4.5146 7.26907 5.21742 4.72091 4.29612 4.79057 4.19728 4.7776 5.96056 4.43687 4.1764 5.47526 4.24701 4.11439 4.52004 4.01909 4.39443 3.98675 3.97527
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 1.925 3.5000000000000004 1360.5667620559482 -0.097978883861236835 2.4188596491228078 1557.3563698722116 -9.0279759215219411 4.4150000000000009 1.5000000000000002 0.4281666666666667 0.93095238095238109 0.10327052968361176 0.48050000000000004 2.3166666666666669 4.5000000000000009 1437.1669906630289 0.10444841979725691 15.204974029165102 0.031249999999999906 -175.09111718451501 6.2950000000000008 0.26740988385749764 1.0972222222222225 1.1833333333333336 4.5000000000000009 1655.7886895099134 0.44416666666666671 3.4142857142857146 3.8452380952380958 0.15041666666666667 1430.9426638059856 9.1750000000000025 5.4350000000000014 0.50816666666666677 5.5833333333333348 -0.083749999999999936 1.0000000180025095e-35 0.43650793650793651 0.011079545454545451 2.3150000000000004 3.7888888888888892 4.3166666666666673 0.32875000000000004 1.3166666666666669 1.0000000180025095e-35 5.6833333333333345 2.8285714285714287 0.4555555555555556 1.0972222222222225 0.13620902906617191 0.93095238095238109 1450.4044055122845 1441.74641581626 1.861904761904762 0.27958333333333335 1462.4964997474283 2.0450000000000004 0.3290028409120912 6.5750000000000011 0.58354166666666674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 16 5 59 7 8 20 10 17 -11 -9 14 -14 26 -3 18 -6 22 21 -7 23 -19 25 -25 -16 30 29 -29 48 33 35 43 42 37 -34 39 -39 41 -41 61 -35 44 46 -46 47 -32 49 -18 -44 -52 53 -53 -36 -56 -57 58 -54 60 -5 -33 -24
right_child=1 2 -4 4 9 6 -8 12 -10 11 -12 -13 13 -15 15 -17 27 19 -20 -21 -22 -23 62 24 -26 -27 -28 28 -30 -31 31 32 36 34 54 -37 -38 38 -40 40 -42 -43 50 -45 45 -47 -48 -49 -50 -51 51 52 57 -55 55 56 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.034168495183913537 -0.037431352244279535 -0.0092492043644494138 0.037019222079752383 -0.030599039466561725 0.029105920012803838 0.00071413600059009338 0.0027734282353481035 -0.037157885836882475 0.022129499248757664 0.0024394642922206749 -0.020281163064056043 -0.023028278300870383 -0.020733750890798888 -0.011040453974228825 -0.028021159570730633 0.046756216693192028 0.0027775184237647244 0.035106052358433636 -0.019005550825478473 0.021065285882503393 0.028113666530852122 -0.029953844262012475 -0.011480950114164419 0.054939169764632784 -0.018102689981558805 -0.0081206630861101799 0.025700392603182833 0.0065324302007034752 -0.013173733273078574 0.022699353639875977 0.027716575805765073 0.0075209147056805696 -0.039202221890747846 0.00019792261745003108 0.034635607426540663 0.039440655222606681 -0.0090477919518832089 0.051973438752644534 -0.004837237306688379 -0.020041427921204072 0.010156502896841625 0.026858216461058945 -0.021905163006138029 -0.0016378223117745024 -0.04070684266298058 0.01283028056818214 -0.040851622590295497 -0.013884656377903341 0.016756131456843099 0.03045667771856661 0.026482554316909979 0.014739263947171038 -0.014402599296341327 -0.027640493107050825 0.035135729129246798 0.0095039958998637871 -0.014427651501358907 -0.017491564549935699 0.030469630860062248 0.015150239666012994 0.014313853103427886 -0.035071529420306481 0.014886111131740482
leaf_weight=42.062623076140881 20.904608622193336 87.361011184751987 18.864804398268461 35.039885386824608 7.4058915525674811 49.86210522800684 801.23103871196508 13.631231680512427 30.528263360261917 27.716345921158791 47.508580327033997 79.166764639317989 11.501011744141577 163.47441132366657 6.6856746971607226 12.060141831636427 538.31363456696272 15.507497325539587 49.120123043656349 31.163944631814957 10.209676682949064 17.682173505425453 75.041456505656242 6.8522441685199755 16.295131400227547 7.7741231322288513 7.8709375262260437 324.17153180390596 28.507185198366642 47.53846325725317 13.594517871737482 16.878762856125835 24.118271298706532 889.02955362200737 17.714596062898636 8.2891753837466222 31.460480056703091 8.4409537464380282 13.139205098152159 81.884482383728027 28.451495841145515 16.824747890233994 9.3964509665966016 198.40675561875105 27.769851081073284 8.2161616683006269 7.2582106739282599 13.683840557932852 69.650100365281105 16.099768206477165 41.272331714630127 9.3654364347457904 6.7913388907909384 18.134199425578117 17.652504935860634 110.79620731621981 22.263867199420929 7.6156681180000296 32.321432635188103 7.9692725837230673 6.4486013054847708 8.1453973650932294 17.658900633454323
leaf_count=1176 196 280 179 109 23 171 2559 50 108 81 277 261 40 618 24 40 1678 53 168 96 32 63 248 25 56 30 26 1141 103 190 41 54 82 2797 54 34 105 27 45 265 89 57 28 628 86 30 22 43 256 54 122 27 20 53 55 353 71 23 96 25 20 25 61
internal_value=0.000239124 0.000568369 0.000749946 0.000592871 -0.00190036 -0.000118711 0.000639933 -0.00464412 0.00432727 -0.00738814 -0.00386756 -0.0164241 -0.00915777 -0.00726446 0.00892952 0.0217469 0.00197759 -0.000429638 -0.0127021 0.003644 -0.00266236 -0.00731432 -0.000258234 0.0121206 0.00059311 0.021422 0.00102674 0.00233908 0.00704911 0.00860004 0.0015241 0.000220623 -0.00667844 0.00135028 0.00289195 -0.0019603 -0.0221332 -0.00393526 0.0173839 -0.00695837 -0.0122545 0.00700508 0.00143376 -0.00542772 -0.0160902 -0.0284835 -0.00317668 0.00684785 0.00505171 0.0035813 0.0102306 0.012845 0.00526217 -0.0132074 0.0116702 0.00897088 0.00549971 0.0161315 0.0226782 -0.0173713 -0.0236182 -0.00634298 -0.00645817
internal_weight=4437.8 4395.73 4374.83 4355.96 1555.41 1174.19 1124.74 323.506 108.282 381.211 274.328 106.883 215.223 201.592 38.1178 26.6168 2800.56 226.819 56.526 170.293 77.754 67.5443 139.129 46.429 30.9215 14.6264 14.5566 2713.2 400.217 371.71 2312.98 1688.92 237.633 1451.28 1182.35 182.054 55.5788 173.765 21.5802 152.185 110.336 41.8489 1013.93 268.929 70.5226 35.986 34.5366 27.2784 624.064 554.413 124.897 115.5 74.2281 27.4996 168.427 150.713 133.06 46.7284 39.1128 49.4578 41.4885 25.0242 92.7004
internal_count=15849 14673 14477 14298 5264 3885 3731 1172 374 1379 1037 342 798 748 130 90 9034 760 191 569 266 234 473 164 111 55 50 8754 1434 1331 7320 5332 783 4549 3699 596 187 562 72 490 354 136 3166 850 222 116 106 84 1988 1732 369 341 219 80 533 479 424 139 116 154 129 79 309
is_linear=0
shrinkage=0.05


Tree=139
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 48 69 15 74 71 38 9 31 42 48 7 64 3 72 11 69 65 11 36 7 4 66 23 2 12 26 31 71 28 39 38 71 52 40 4 28 26 3 13 55 28 3 46 71 27 29 28 6 42 26 14 70 55 21 24
split_gain=37.6942 80.4151 32.6928 88.201 18.4813 28.7587 4.79257 3.85158 2.34958 2.66375 2.42531 2.31858 4.34232 4.0384 3.93764 3.98275 5.17131 4.22184 4.19297 3.90855 3.74732 3.60068 4.52907 3.63835 3.57889 3.34064 4.7208 3.30503 3.25665 3.16284 3.21656 3.65092 3.10779 3.57516 4.31443 4.38643 3.34999 4.90823 3.11535 3.06026 3.04934 2.8881 2.85443 3.44328 2.83958 4.48192 2.79379 5.62556 4.67881 5.77961 8.16414 5.43513 5.56789 4.7431 5.13781 6.46047 4.51682 7.44689 4.28041 4.15972 4.13697 3.78851 3.633
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 2.0350000000000006 0.41000000000000009 0.90000000000000013 1.5000000000000002 -0.35833333333333328 0.20637070574773184 0.51666666666666672 0.13804446460980038 4.5950000000000006 1.9150000000000003 19.380928260127693 0.025756578947368405 1496.6690030271936 -0.5379166666666666 1.1833333333333336 0.27000000000000007 -0.14653958944281528 1.4555555555555557 3.6850000000000005 12.776155207796934 1763.7163066080768 3.7750000000000004 4.354166666666667 -369.63199859079879 1.0000000180025095e-35 0.43050000000000005 0.19395370088333838 0.089166666666666658 5.3875000000000011 0.31165103878116857 0.26951217121138749 -0.0087499999999999488 2.1550000000000007 2.9450000000000007 1716.8049930564111 4.6833333333333345 0.49707142857142861 1480.2896329924754 0.22500000000000003 2.1250000000000004 4.8944444444444457 1533.0150634303343 2.5250000000000004 -0.0087499999999999488 0.45816666666666667 2.5277777777777781 4.6458333333333348 1489.3310421508297 3.6050000000000004 0.51436507936507947 0.90000000000000013 -0.74666666666666659 2.2550000000000003 0.23611111111111113 0.38750000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 11 -4 -5 -6 -7 -8 9 10 -9 28 20 19 -15 25 17 18 21 -14 -13 -17 23 -23 -24 39 -27 -22 29 30 31 -3 38 -34 36 -36 37 -35 -32 41 -25 -16 46 -44 -41 -46 47 48 53 50 61 52 -51 -33 58 -56 -52 -58 59 -55 -48 -50 -61
right_child=1 2 3 4 5 6 7 8 -10 -11 -12 12 13 14 15 16 -18 -19 -20 -21 27 22 24 40 -26 26 -28 -29 -30 -31 32 42 33 34 35 -37 -38 -39 -40 44 -42 -43 43 -45 45 -47 60 -49 49 51 56 -53 -54 54 55 -57 57 -59 -60 62 -62 -63 -64
leaf_value=0.034823853574563024 -0.034840274435701084 0.061026376901416046 -0.034884597220017417 0.0048590604565577769 -0.034950384267837351 0.0037454718058902931 -0.035019707550472241 -0.030476273423529033 -0.037341222649095299 0.034234688585738554 0.021117052670240336 0.044879527593893 -0.04487635179086566 -0.018386227111587279 0.051300006982762152 -0.027343376811142635 -0.035343478141784831 0.032444038819235729 0.037920645691635342 0.0094697611697065458 -0.015017072223104645 0.034307275714997171 0.020884593407785004 -0.023121822823138783 -0.018385724596613636 -0.0088752076436649473 0.038857832750168346 0.032621446605739325 0.035382106485936246 0.033567206647495046 -0.030272640961530109 0.02211883351000743 0.052622765700497655 0.026675224885129824 0.066140253632093457 0.010545028058938205 0.032697884825616322 -0.01849646963836591 0.01559235160602126 0.031121120522886556 0.020094375438669217 0.014070187100693061 0.00213148285319157 -0.041559731025861538 -0.02209251025265016 0.023672498571278421 0.0060811275368453273 -0.032726619498640197 0.0078139222492816639 0.042461867176556867 0.031125616826666803 0.035546230262394146 -0.0024858796118279076 -0.040102607368090536 0.014863357443390885 -0.037948374948834462 -0.041991688204596422 0.020548955918487242 -0.01237884031684618 -0.0066149475079995031 0.040540007433771438 -0.034821233135525237 0.0069691319895831081
leaf_weight=72.270126894116402 172.11734602600336 2.7649477124214163 210.31124535389245 734.64495626837015 82.877968033775687 162.58028652891517 15.732211288064716 5.4995642118155974 3.6717034354805937 5.6958556324243537 3.8882730677723885 15.759439729154112 6.9338336735963804 11.923154972493647 16.113776415586475 10.593049973249434 7.5247099846601477 14.627570286393164 7.9222605526447287 6.3275064378976822 7.0139303877949697 15.961509644985197 7.5828297436237326 7.3631886243820217 24.700685612857342 19.327015370130542 7.076415240764617 7.5706032812595367 8.6945118904113752 9.3766958788037282 6.9173193722963315 21.335738450288773 7.2942160665988913 9.1543806493282336 7.1167870759963971 7.0751038044691086 8.7208481729030591 17.527504056692123 7.9662148952484131 18.478211462497711 9.1593202948570234 7.6976612806320182 10.921338349580767 7.6809520274400702 9.1962544620037097 12.790456876158713 435.92440992593765 11.825385935604571 7.2871076166629818 8.8945696204900724 19.027770549058914 31.29273310303688 30.570622503757477 5.6232392191886893 8.1526441872119921 19.989524096250534 7.5873446017503765 12.772402316331862 60.128427296876907 66.91791445016861 8.8876112252473813 18.283463656902313 186.11240746080875
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internal_value=-0.00081587 -0.00176264 0.000471424 -0.00541526 0.000693346 -0.0102385 0.000154236 -0.0167754 -0.00147197 0.0072594 -0.00910725 0.0059197 0.0102388 0.00780668 0.009512 0.0112081 0.00460014 0.00766993 0.00331867 -0.0189457 0.0279763 -0.000318854 0.00410114 0.0172822 -0.00916182 0.0188913 0.00391778 0.00971134 0.00490566 0.00465641 0.00439915 0.00365232 0.0146172 0.019939 0.015132 0.0384243 0.00579479 -0.00299836 -0.00572401 0.0250422 0.000835253 0.0392645 0.00349032 -0.0159088 0.0166731 0.00453063 0.00386598 0.00136195 0.00216181 0.0100977 -0.000671304 0.019984 0.00764433 -0.00076282 -0.00217004 -0.0226491 0.013611 -0.00275769 -0.000362139 0.00243135 0.00676964 -0.0226711 0.0033766
internal_weight=2792.76 2720.49 2548.37 1224.9 1014.59 279.946 197.068 34.4876 18.7554 15.0837 9.38784 1323.47 251.643 221.299 208.038 196.115 105.435 97.9104 83.2828 13.2613 30.344 75.3606 64.7675 32.484 32.2835 90.6798 26.4034 14.5845 1071.82 1063.13 1053.75 981.981 71.7724 56.8888 49.5946 14.1919 35.4027 26.6819 14.8835 64.2764 16.5225 23.8114 979.216 18.6023 40.4649 21.9867 960.613 515.801 503.976 135.716 64.9581 70.7579 39.4652 368.26 346.924 28.1422 39.3875 20.3597 318.782 258.654 444.812 25.5706 253.03
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 77 52 3761 717 630 582 548 296 273 232 48 87 210 180 90 90 252 74 42 3044 3020 2992 2790 202 160 140 40 100 75 42 178 46 66 2780 53 112 61 2727 1464 1429 400 187 213 122 1029 969 80 113 60 889 721 1263 74 705
is_linear=0
shrinkage=0.05


Tree=140
num_leaves=64
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split_feature=73 36 8 52 11 5 60 25 36 73 3 52 9 10 66 28 46 8 1 29 28 21 30 0 45 53 10 37 3 27 16 11 6 65 65 3 28 72 1 27 11 27 26 31 19 27 34 39 72 7 72 5 3 29 28 31 47 30 26 26 31 36 4
split_gain=15.0522 6.78793 4.55054 4.84401 4.47496 7.46908 4.78869 5.34436 4.29599 5.53954 5.51995 6.13793 4.17634 4.09737 4.09711 4.02888 5.55117 3.8336 4.03282 3.74431 3.50926 3.47438 5.64852 3.45184 3.4018 3.28659 3.2698 5.32616 4.29747 4.249 5.69026 6.40294 5.69073 5.1084 3.63998 11.3107 3.98038 5.74463 3.6757 5.42242 5.38794 4.08257 3.54209 5.59179 4.98291 4.60747 4.03616 3.98529 4.48676 4.63084 4.40307 4.47738 4.01336 5.7732 5.14359 4.03483 6.34791 3.99436 3.92946 3.90687 7.48537 3.99389 5.40229
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=31.790650483220816 2509.3397502675653 25.40324517339468 45.587361373007298 8.8185718804597872 8.2368763089179975 21.376306541264057 6.4702859222888938 7.0066135674715104 2.8626310266554338 30.286055311560631 2.9606880992650977 4.5372818820178509 7.45657950639725 9.1435872167348844 13.543080415576695 29.637435130774975 2.6352836303412905 8.2199443727731687 6.7550882101058987 11.534473255276678 64.955134589225054 4.839723102748394 2.140216026455164 9.0604608952999097 7.1327709257602683 2.2369867786765099 22.667131081223488 62.639217168092728 7.792673781514174 192.26576963439584 8.1732274144887906 5.7925228998064986 6.6365924999117896 9.8484652340412104 69.381910130381584 3.868190497159957 61.076953716576099 9.4680134132504445 14.921654261648657 8.4043305814266187 7.4638101160526267 5.6347077116370192 179.45886874198914 9.3653146773576719 6.4380548149347296 90.563188143074512 19.068631790578365 16.873483106493953 14.709369316697122 6.7419916093349448 4.9360581189394024 5.9110129922628394 6.8544200956821433 19.462638229131702 8.8775126785039884 7.9831163585185996 7.9468750953674343 9.3616278469562513 13.674852229654787 28.991579934954643 7.9704884290695182 60.430378682911396 34.210567563772202
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is_linear=0
shrinkage=0.05


Tree=141
num_leaves=64
num_cat=0
split_feature=73 65 65 2 65 34 36 69 72 1 23 0 61 14 64 35 31 56 72 70 70 8 27 19 26 5 55 55 71 69 16 39 74 29 0 39 0 27 5 31 5 30 38 50 29 5 44 34 70 40 10 42 3 1 30 6 40 29 55 10 6 5 27
split_gain=18.7752 11.6741 9.57687 5.83701 5.98897 4.6113 4.35579 4.80817 3.77527 3.71411 3.42215 6.30981 3.37961 5.05494 5.60648 3.90792 3.62573 4.31604 3.53873 3.96528 4.32055 3.70214 3.45378 3.69136 5.28919 6.13137 3.83785 3.91195 3.3088 3.22775 6.00326 4.91062 4.23567 4.60882 3.97998 3.82142 3.59984 5.03335 4.19006 3.73584 4.00995 3.65535 3.72477 5.14172 4.82818 3.75228 3.52248 3.48474 3.50478 3.41566 5.48286 3.39816 3.98772 3.35638 4.14507 4.11226 5.84123 3.93246 3.84755 3.65653 5.61743 4.74707 5.34311
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 -4 4 5 -7 7 -9 -10 -11 -12 -13 13 14 -16 16 17 -19 19 -21 -22 -23 -24 24 25 26 27 -29 -30 30 35 32 33 -35 53 47 38 -39 39 40 46 42 44 45 -46 -47 -48 48 49 -51 -52 -53 -54 54 -56 59 -58 -59 -60 60 61 62 -64
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leaf_count=1176 196 161 179 2742 8224 82 47 23 76 86 318 25 25 97 40 37 22 20 69 60 28 27 47 23 25 187 25 28 33 10 33 20 20 43 258 140 33 60 27 38 23 19 32 37 25 87 20 26 28 42 37 43 36 34 36 85 68 22 40 18 32 227 22
internal_value=0.000232712 0.000541765 0.000717542 0.00056584 0.000745748 0.00166728 0.00178083 0.0137491 -0.018106 -0.00303045 0.016948 -0.00491486 0.00151673 0.0104874 0.0136403 0.00123732 -0.0222899 -0.0420522 0.01829 0.0106431 0.00118912 0.0107988 0.00136435 0.00125738 -0.00219647 0.0094399 0.00497274 0.0266104 -0.0025125 -0.00401636 -0.00786806 -0.00248323 -0.00140245 -0.0237285 -0.000136399 -0.0181539 0.00130943 -0.00545831 0.00983627 0.00453865 -0.00089862 0.000386956 -0.003277 -0.0111108 0.0153685 -0.00443502 0.0221807 -0.021532 -0.0103047 -0.0181038 -0.00668722 -0.00973175 -0.02201 -0.00110953 -0.0218025 0.000436537 -0.00584225 -0.00108443 -0.00371441 0.00714584 0.0118633 0.00858997 0.0123993
internal_weight=4421.9 4382.46 4362.22 4344.01 4302.55 3458.54 3445.21 74.3815 41.4562 844.014 69.952 14.2521 3370.83 101.82 94.2696 3269.01 17.5552 9.99504 82.3022 53.3047 36.0021 27.5287 3251.46 3237.51 624.405 84.4476 76.083 16.1446 823.922 539.957 270.965 177.855 174.895 18.9431 268.992 93.1102 155.952 86.9445 69.0078 58.2401 49.1745 70.3391 63.7516 44.8909 18.8607 38.8452 13.6111 83.7914 37.8738 29.989 20.5722 35.5634 21.8034 262.277 18.2337 244.044 126.067 105.458 98.1737 117.977 91.6529 85.6627 77.5407
internal_count=15849 14673 14477 14298 14061 11200 11118 413 237 2861 390 72 10705 346 321 10359 79 42 281 184 124 96 10280 10233 2009 265 240 53 2775 1744 879 573 563 63 865 306 500 280 220 187 160 220 200 143 57 124 43 273 133 107 65 117 74 842 70 772 388 320 298 384 299 281 249
is_linear=0
shrinkage=0.05


Tree=142
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 2 0 69 9 72 27 27 44 11 7 70 56 69 29 30 8 27 8 55 27 27 9 28 12 26 69 72 12 70 4 66 3 20 7 31 16 17 64 39 1 40 29 42 65 7 31 4 39 72 5 72 7 0 22 6
split_gain=35.0954 77.7589 30.6219 85.585 17.1832 28.0796 4.54628 3.78902 2.3299 3.38671 4.94677 2.2686 3.01008 2.35611 3.77621 3.21716 4.14322 4.03305 3.74675 3.7013 6.16166 3.95004 3.36206 4.21905 5.25263 4.4124 3.07369 2.26759 4.10979 3.32347 2.4738 5.24159 4.55113 4.49255 3.70756 3.53924 3.34201 2.83218 2.81686 3.72828 2.56779 2.40382 2.39771 2.25364 3.92263 3.17895 5.90373 5.58802 4.58588 3.91095 3.45533 3.15079 5.2651 3.09705 4.06404 4.64652 4.56456 3.75749 4.44543 3.40912 3.32256 3.25889 3.11805
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 109.59485525226513 1498.0693430872971 0.41000000000000009 0.51666666666666672 0.12874999999999998 0.62105555555555569 0.5926785714285715 7.6950000000000012 2.3095238095238098 -25.194126224606176 0.23333333333333336 1.7450000000000003 0.55000000000000016 4.3875000000000011 0.11330480451274071 2.2583333333333337 0.4981666666666667 0.79285714285714304 1.2950000000000002 0.36050000000000004 0.39133928571428572 1.5166666666666668 7.0500000000000007 0.36666666666666675 0.59050000000000014 0.89000000000000012 -0.38124999999999992 0.22500000000000003 -0.050833333333333244 1484.3714702670229 2.131884057971015 1534.9278293375141 1.0000000180025095e-35 1.0000000180025095e-35 0.18099343185550082 1.0000000180025095e-35 4.5000000000000009 0.028012820512820454 0.14579337890051147 1455.6500541659259 1.6050000000000002 4.6458333333333348 4.8250000000000011 -1.0000000180025095e-35 5.5333406015304272 0.13929238431209792 1419.4957222476994 0.40633659975823266 -0.36166666666666658 1498.3696066162804 0.091249999999999901 -34.585320600287666 1562.8760795819903 0.23611111111111113 1532.4246303005054
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 27 -4 43 -6 11 -8 9 -9 -11 12 -7 14 15 16 18 -17 22 -19 21 -21 26 25 -25 -24 -13 42 29 -29 32 41 -30 34 -34 36 -36 -38 -37 -40 -33 -32 -3 -5 45 46 48 -47 -45 51 53 -49 -53 57 -55 56 -56 58 -48 -58 -59 -62 -57
right_child=1 2 3 4 5 6 7 8 -10 10 -12 13 -14 -15 -16 17 -18 19 -20 20 -22 -23 23 24 -26 -27 -28 28 30 -31 31 40 33 -35 35 38 37 -39 39 -41 -42 -43 -44 44 -46 47 50 49 -50 -51 -52 52 -54 54 55 62 59 60 -60 -61 61 -63 -64
leaf_value=0.034724614490966289 -0.034787173997087341 0.0066692095528555588 -0.03483056952983813 0.0026874422383096853 -0.034891129840288963 0.011847997203841226 -0.034957449817925 -0.02287488099892793 -0.037583564201452146 -0.0046315729705384834 0.069422286009960046 0.040181187617139541 -0.041189915597448307 0.029277861802788907 -0.029216509154445625 0.046254621591271861 -0.040493959078780846 0.033670135208512801 0.035819394622858977 -0.0069707232558545015 -0.034995446443551959 0.035672931726216071 0.021647258540420294 0.052295941968305552 -0.013227147175025756 -0.021878817585515336 -0.0040581340573841666 0.032592049309077414 0.0059536411781445937 0.0013915777294257463 -0.025165381340920851 0.020908589374588477 -0.035151326702727963 0.031306216425067465 -0.011569811595227823 -0.032639383208796988 0.045277348555394566 0.0044506943785373584 -0.031197081109289024 0.014397786772281053 0.061884215626990528 0.013736174953948646 -0.031792258049886668 0.013652795848494574 0.045034026543709235 -0.040567154907549696 -0.021778114853259825 0.044655830470756178 0.0716037189819516 -0.0097804507655905922 -0.016949823035213609 0.03716618908856037 -0.019080141476634251 0.029035083995868141 0.041744461193842557 0.0472791365021984 0.029405625768380683 0.043609329033021442 0.026975087952284756 -0.011071593406476872 0.035016755498415778 -0.0051656604728357132 0.0031683850976293258
leaf_weight=67.84441415220499 166.48732167296112 7.9922358095645931 203.47657302953303 480.31999565660954 79.993927383795381 4.7058136612176877 15.192091699689625 5.7438176237046745 3.5765547081828108 5.4600086249411088 3.8418799042701721 8.3518591076135618 6.1992160268127918 9.6030185371637327 8.2151169925928098 8.8712995499372465 5.9657253697514525 11.244036704301832 7.7116322517395011 10.804936230182653 8.8690998107194883 10.917284503579138 7.009470969438552 6.002292871475218 6.2367507591843605 34.386830657720566 7.4096323847770682 25.440316170454025 1150.8757717087865 12.84434689581394 6.0348909422755268 8.0378083884716016 12.06742202490568 7.3109925985336295 13.27135853469372 14.636061623692511 7.3692781701684025 10.028815060853956 7.3541918694973019 11.485876142978666 7.292023390531539 11.612035416066645 8.2195481061935407 6.9092884510755521 7.1429274640977374 8.3491063714027387 9.9725338667631167 7.6167608052492168 6.7479484677314758 26.397814199328423 12.71236929297447 7.4860966652631786 9.3661313503980619 15.05313068628311 5.0037376731634131 8.0599462687969226 5.6710173636674801 18.553450793027878 8.8031342178583127 62.881255894899375 9.7885488569736498 10.414366737008093 7.9654422700405112
leaf_count=1176 2829 23 3408 1538 1320 17 244 34 30 29 14 27 32 34 31 29 30 42 30 39 33 36 24 24 28 133 26 73 3253 36 18 24 37 22 39 44 21 30 22 35 22 38 24 30 24 40 31 24 20 101 52 25 42 45 15 23 17 54 26 196 28 33 25
internal_value=-0.000793979 -0.00168536 0.000487005 -0.00524284 0.000708965 -0.00992119 0.000253315 -0.0164268 -0.00130946 0.00731335 0.0259543 0.00372417 -0.0183026 0.00530863 0.00368762 0.00570817 -0.00034954 0.0156327 0.00275635 0.00913924 0.000122754 0.0144614 -0.000917735 -0.00688364 0.0189068 -0.0145087 0.0193838 0.00575361 0.00598437 0.0221244 0.00549681 0.019012 0.00513575 -0.00613389 -0.00972546 -0.00494221 0.00732812 0.0217436 -0.0161838 -0.0034001 0.0403997 0.000432632 -0.0128312 0.00470405 0.0085041 0.00745091 0.010625 -0.00265514 0.042286 0.00356761 0.00815247 0.0179679 0.0059056 0.0101203 0.00499659 0.0009572 -0.00435801 0.0194388 0.00108025 -0.0077231 0.0283326 0.0143032 0.0253538
internal_weight=2771.21 2703.36 2536.88 1215 1011.53 276.312 196.318 33.8144 18.6223 15.0457 9.30189 162.504 10.905 151.599 141.996 133.781 83.0742 50.7067 77.1085 41.8354 30.5913 21.7222 69.3968 53.6353 12.239 41.3963 15.7615 1321.87 1305.66 38.2847 1267.38 32.9768 1234.4 83.524 76.213 64.1456 30.6695 17.3981 33.4761 18.8401 15.3298 17.6469 16.2118 735.215 254.895 247.752 188.536 59.2159 13.6572 50.8668 174.879 24.469 16.8522 162.167 104.635 89.5814 73.556 57.532 18.7757 68.5523 38.7564 20.2029 16.0254
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 77 43 615 49 566 532 501 322 179 292 150 108 75 262 209 52 157 53 3761 3714 109 3605 102 3503 250 228 191 90 51 101 57 46 56 47 2389 851 827 595 232 50 192 545 91 67 493 321 276 228 172 57 213 115 61 48
is_linear=0
shrinkage=0.05


Tree=143
num_leaves=64
num_cat=0
split_feature=73 42 48 65 39 42 29 66 66 9 69 4 53 26 29 56 31 65 23 29 44 65 19 59 39 31 28 44 41 11 64 59 56 3 31 3 11 9 71 4 23 9 4 70 9 72 29 31 3 39 8 70 36 4 6 1 37 54 3 8 66 34 40
split_gain=14.0595 6.34013 5.52322 4.82259 4.59008 4.73352 4.3018 5.09766 4.62648 4.77973 5.52611 3.93228 3.92689 3.8996 3.73417 6.1219 4.2155 4.96005 3.79608 4.2403 3.68715 3.80136 5.54365 5.29702 4.02797 3.77094 4.20093 4.91288 4.84914 4.9654 4.72342 4.14715 5.12798 4.31956 5.75028 4.12611 5.50339 4.10333 4.03772 4.01204 4.01131 4.61526 4.13012 4.00967 4.19855 5.44303 4.11352 4.09621 5.70427 6.37396 5.25367 5.16309 7.97199 7.22153 6.8563 6.24518 5.82047 6.05587 5.33563 5.04941 4.77269 4.75009 8.40536
threshold=1.0000000180025095e-35 6.2350000000000012 3.1750000000000003 0.78329670329670331 0.41938987225129032 2.6750000000000003 5.2928571428571436 2.886038961038961 2.7290209790209796 1.5773809523809526 0.67000000000000015 1555.4797012891497 1.8750000000000002 0.56050000000000011 6.1055555555555561 2.1350000000000002 0.16722595078299773 -0.07959252971137519 2.4642857142857149 7.8166666666666673 11.950000000000001 -0.29651821862348177 4.5000000000000009 2.5688013973332899 0.40823484369463986 0.06322451698867422 5.6833333333333345 11.825000000000001 2.2150000000000003 2.9666666666666672 0.13187500000000005 2.8342706772590578 2.1750000000000003 1337.5715042620425 0.10033557046979867 1325.7514314162793 1.861904761904762 0.7238095238095239 0.25666666666666671 1416.1479912909426 2.8660714285714293 2.2583333333333337 1522.9998599471214 -0.64583333333333326 2.0972222222222228 -0.65458333333333318 6.4142857142857155 0.12795348837209303 1672.1197636047596 0.26013821865880732 1.3166666666666669 -0.31499999999999989 2.4150000000000005 1456.0230573352335 1521.7955598973681 1448.0236255549742 0.33408380351160727 1.1250000000000002 1375.5833111499774 0.51666666666666672 3.4919354838709684 1.7050000000000003 2.4750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 20 6 7 8 13 -10 11 -11 -9 -6 15 -8 -16 -18 -19 -20 21 22 23 -2 25 -23 27 28 29 31 39 32 33 34 -27 36 -33 -36 -37 -28 -39 42 -42 44 -35 -46 47 -45 51 50 -50 52 56 54 55 61 57 59 -55 -49 -60 -53 -63
right_child=1 -3 -4 -5 5 -7 14 12 9 10 -12 -13 -14 -15 16 -17 17 18 19 -21 -22 24 -24 -25 -26 26 30 -29 -30 -31 -32 35 -34 43 37 38 -38 40 -40 -41 41 -43 -44 46 45 -47 -48 48 49 -51 -52 53 -54 58 -56 -57 -58 -59 60 -61 -62 62 -64
leaf_value=-0.033916299431529767 -0.0030898687583052441 -0.012338208556379057 0.043331595401010808 -0.032355338640480957 0.0053738222704750368 0.044635202680450847 -0.0021976311799277288 -0.020000360647980348 -0.031407452048024746 0.048193831968466515 -0.02851179839910975 -0.0042140409979619844 0.02182664921747092 0.028920446152747466 0.018441786000579077 -0.035549862756815959 0.017337869795333416 -0.034796723362478736 0.0047532642570916432 -0.026362466424793576 -0.020339104730801 -0.011114996632196311 -0.014327709540236192 0.013400913192314011 -0.01501256579669873 0.017842328433376829 -0.02522636589523751 0.043522282329702476 -0.010358867681150566 -0.021153834857953212 0.043887040226225846 0.01118987166692733 0.032562149587797871 0.031980460468685606 -0.048826513275570749 0.002801926641730625 0.066084489806748456 -0.018891407759741262 0.016385352055156396 -0.0043053662893745657 0.012652676406929523 0.044105590923320892 -0.032143173621054642 0.0031916462479452605 -0.022687972207452403 0.031439600931068706 0.017498692742023089 0.030431559153619166 0.083284328903271282 0.0037895550067738766 0.015149964472879494 -0.01217290695553032 -0.025245281185351954 0.018920769541140692 0.026978397933977577 -0.021522548009246037 0.030878374052276388 -0.043358523461633797 -0.00065026940472218521 -0.0080590258899286681 0.039812686151037474 0.06564978895028166 -0.00083736214801427176
leaf_weight=29.797904910519719 68.954224474728107 93.008099425584078 7.6447734273970118 10.943087413907049 191.74056150019169 7.3476074337959281 138.7372519671917 6.0458189994096747 16.725941345095634 7.3486725240945834 8.3472589552402479 6.9779086261987686 78.10366253554821 19.358683854341507 44.714744240045547 15.273335874080656 29.532772198319435 10.478520631790159 48.437494993209839 14.146867975592611 21.916169866919518 74.950661420822144 29.829491525888443 165.74480972439051 45.71230460703373 16.038116186857224 24.973135560750961 6.757993906736373 93.08882637321949 24.409650094807148 4.8146514669060698 17.970890313386921 12.115340590476988 20.545779183506966 7.998460814356803 588.86503155529499 6.1208060830831519 56.585576459765434 60.312269918620586 278.20730809122324 12.167842552065855 5.790784463286399 8.9157525897026044 544.64654509723186 11.34829316288233 7.8624184131622306 33.49395264685154 10.554304689168928 5.4241126179695112 30.256057187914848 5.9140237793326378 40.035191737115383 62.549047939479351 39.984593659639359 11.4042931497097 92.724038779735565 11.947449669241903 9.7784601151943189 495.95332121104002 44.220117703080177 7.3963485583662978 6.2807330936193493 19.550095915794373
leaf_count=1176 245 947 33 150 574 21 422 21 50 23 25 23 246 57 148 46 101 32 153 45 98 298 109 576 136 52 124 23 451 104 20 61 39 70 30 2061 20 197 211 1185 41 22 29 1973 38 25 108 34 22 108 27 171 247 134 37 352 36 31 1752 145 28 20 66
internal_value=0.000298118 0.000559599 0.000874784 0.000789334 0.000885099 0.00473318 0.00427218 0.00817426 0.00459755 -0.011131 0.00382644 0.022668 0.0188215 0.00753315 -6.15009e-05 -0.00550519 0.00562979 4.58797e-05 -0.00694372 -0.00228028 9.77425e-05 0.000241198 0.00597548 0.00855595 -0.000289613 -5.027e-05 0.000252729 0.000950259 0.000831484 0.00127873 -0.00524835 0.00151631 0.000153809 -8.86547e-05 -0.00977315 0.00481795 0.0251366 -0.0146158 0.0040639 -0.00602864 -0.0113372 0.00456871 -0.00629043 0.00059993 0.0162687 -0.000535038 0.000176773 -0.000226516 -0.00230901 0.0157714 0.0477451 -0.00319129 -0.0120052 -0.00147319 -0.0104673 -0.01316 -0.00117972 -0.00711303 0.0013408 -0.000642401 -5.56964e-05 -0.00138746 0.0153289
internal_weight=3928.82 3899.02 3806.01 3798.37 3787.43 643.317 635.969 334.649 250.499 39.3998 22.6738 14.3266 84.1495 211.099 301.321 154.011 147.31 102.596 73.0629 62.5844 3144.11 3122.19 264.529 234.699 2857.66 2811.95 2737 2429.01 2422.25 2329.16 307.995 2304.75 1631.48 1619.37 107.497 673.269 24.0917 91.4584 649.177 303.18 83.46 26.8744 21.0836 1511.87 39.7565 19.2107 1472.11 1438.62 893.972 41.5942 11.3381 852.378 139.049 713.329 169.994 158.59 76.5003 64.5529 543.334 54.7744 503.35 65.866 25.8308
internal_count=15849 14673 13726 13693 13543 1987 1966 1019 752 121 71 46 267 631 947 468 479 331 230 198 11556 11458 930 821 10528 10392 10094 8765 8742 8291 1329 8187 5834 5795 371 2353 81 319 2272 1309 289 92 70 5424 133 63 5291 5183 3210 157 49 3053 493 2560 646 609 246 210 1914 179 1780 257 86
is_linear=0
shrinkage=0.05


Tree=144
num_leaves=64
num_cat=0
split_feature=73 65 65 2 65 34 42 72 73 69 1 7 1 4 11 70 37 66 28 69 1 11 30 7 29 3 26 0 22 3 10 30 26 5 72 3 10 26 69 30 71 3 52 54 70 6 27 8 0 20 42 70 70 10 2 72 1 30 9 9 8 3 31
split_gain=17.5277 11.1725 9.07543 5.44799 5.47761 4.36883 4.03909 3.63681 3.55997 4.88475 3.49771 3.46389 4.32071 4.16799 3.58277 3.26117 6.28841 4.03324 3.1615 8.18942 4.21197 3.21002 3.44664 4.83266 4.98356 4.88216 3.87603 3.13745 4.96488 4.37787 3.12354 6.26076 3.11853 3.08557 5.10532 3.46121 3.06047 5.20371 3.36533 3.47429 2.99079 2.94122 3.75637 2.89191 3.44425 2.86239 4.262 3.90254 3.89431 3.88851 3.8717 5.11479 7.54685 3.89676 5.61506 5.2073 4.52149 4.30556 4.33833 4.21755 3.90723 6.85398 5.04324
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 -323.73913880835715 -0.14902097902097897 6.9850000000000012 7.2650000000000006 0.004166666666666651 4.5000000000000009 0.87000000000000011 1758.8486853392994 53.900034756013618 1291.6416815433988 1557.798762223247 1.6547619047619049 1.0000000180025095e-35 0.7261743603552645 2.7257053291536053 2.3166666666666669 0.83000000000000007 1363.7143009337005 2.5444444444444447 0.15362762237762237 -1.3746886551833766 4.2928571428571436 1432.6732793000281 0.45050000000000007 1303.3847927451086 0.15476190476190474 1302.4482540061838 2.0333333333333337 0.15410428497676817 0.35366666666666668 1502.9553761268278 -0.29208333333333325 1516.9167978931516 1.0333333333333337 0.58267857142857149 0.23000000000000001 0.18533452807646353 0.40625000000000006 1413.9269663263415 1.9950000000000003 1.3350000000000002 -0.27374999999999988 1473.9891225817719 0.41236111111111112 1.2583333333333335 1489.3452737565381 2.5000000000000004 2.8750000000000004 -0.3866666666666666 -0.43291666666666656 1.5444444444444447 86.755541788523047 -0.3249999999999999 1459.7460069372353 0.088658636178031811 2.3000000000000003 1.6547619047619049 1.0333333333333337 1553.6654951509256 0.18063922356091028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 6 11 -3 9 15 32 12 -6 36 -15 -8 -17 -18 19 20 -14 27 23 24 -23 -25 -24 28 -20 -30 -9 -32 -5 41 -35 -36 37 38 39 -13 45 42 -22 44 -28 47 49 48 -34 -47 -48 52 -52 57 55 -55 -57 -53 60 -58 61 62 -59
right_child=1 2 -4 4 5 -7 8 30 -10 -11 -12 13 18 14 -16 16 17 -19 21 -21 33 22 26 25 -26 -27 43 -29 29 -31 31 -33 40 34 35 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 46 50 -49 -50 -51 51 53 -54 54 -56 56 59 58 -60 -61 -62 -63 -64
leaf_value=-0.034062726921358234 -0.03722839540179055 -0.029139224925839688 0.036722259636501504 -0.031950705732599539 -0.026840642613668888 -0.027302847102806123 0.022809423788520623 -0.02472126746903482 0.032724084387989245 -0.047338292338964111 -0.023689497696841217 -0.021305470547945324 -0.062084409429404297 0.010628435276801882 -0.040611662901608336 0.021248958012549633 -0.038753553728461815 0.014384119977449384 -0.0064548231714251659 0.032660796528472515 0.027755223166538164 -0.031990396263368373 -0.024662175418003637 -0.0017453409940628708 0.023367649814047674 0.041126603005258888 -0.012315058610561161 0.0012138773569208992 0.011660490451792141 0.067915502735195935 0.057973989540886395 -0.027479504274505323 0.0090523063031343713 0.053173106954814121 0.018199729053012287 -0.026441255772228847 0.032594234602381221 -0.032961701769331463 0.046208464166206491 0.031692468771655123 0.025299217361722838 -0.016706673704649493 -0.019129943752066447 -0.0088977894294342032 0.03370136134321447 -0.0098098954375134013 -0.0066820515007663742 0.022089249699097032 -0.034717530590687509 -0.042487054222680266 0.0038995492541989822 -0.026174160882150944 0.047521602052414284 -0.013241758020730422 -0.013724001476539833 0.058154312249349319 0.020355409761133082 0.026868786100405884 -0.039265066706818993 -0.013486924690564846 -0.0051689754919541616 -0.023272663904064236 -0.014153323272840204
leaf_weight=36.964152116328478 19.521335273981094 25.617050714790821 17.3979945294559 8.8355338424444181 13.674243189394472 13.031580187380312 29.356253072619438 6.4225303381681433 17.31701548397541 3.8565106913447371 19.767450571060181 6.47666028887034 3.7926543205976477 8.0043016225099546 5.9453722536563864 17.116994477808475 11.316819138824942 5.2172988131642333 10.673313438892366 12.266155883669851 9.2813272476196307 7.7409900426864651 11.38019949197769 8.9446432888507825 8.5625792890787107 25.7793298214674 5.6202009618282309 3022.3821455910802 7.1358621716499311 6.7109422981739044 4.981054022908209 3.762461818754673 14.621465593576433 4.9151922613382366 8.5224865302443522 8.8521798998117429 23.960965700447559 6.0123410969972602 7.6287095248699179 5.9179277345538139 9.8500235676765424 76.616122707724571 7.915398195385932 13.46338042616844 14.708379209041597 45.664683982729912 278.11624886095524 26.899970412254333 7.7889588028192511 11.37108454108238 35.604240588843822 21.024198859930038 13.741812750697134 15.754229471087454 26.003272995352745 6.5377068519592276 53.353467211127281 37.115614801645279 7.7845247089862815 11.125985294580458 169.12892328947783 12.382181972265242 9.3872022777795774
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internal_value=0.000222939 0.000512971 0.000682336 0.000537619 0.000710449 0.0015928 0.00170236 -0.0176508 0.0125197 0.00728699 -0.0029056 0.00143077 0.00120668 0.0129564 -0.0112102 0.0106305 5.87174e-06 -0.0219861 0.00132378 -0.00625188 -0.0102329 0.00164232 0.010635 0.0195395 -0.00291654 0.0300831 0.000576118 0.00135839 0.0191716 0.0389248 0.00175444 0.0212021 -0.00240584 -0.00853913 0.0081831 -0.00454431 0.0196991 0.00783155 0.0200804 0.00399896 -0.00208485 -0.0125123 0.00617467 0.00907568 0.0209793 -0.00242059 -0.00318377 0.00925048 -0.00616032 -0.0163247 -0.00210853 0.000927605 0.0160474 -0.00109108 0.00665654 0.0127641 0.0185332 -0.00449317 -0.00256006 0.0145159 -0.00130693 0.0097856 0.0185879
internal_weight=4406.62 4369.66 4350.14 4332.74 4291.96 3450.1 3437.06 40.7831 84.1809 66.8639 841.859 3352.88 3288.94 63.9463 13.9497 63.0074 33.6511 16.5341 3275.26 132.162 119.895 3143.1 96.1997 51.0275 16.3036 34.724 45.1722 3046.9 24.5201 13.8468 15.166 8.74352 822.091 116.103 22.2899 17.3747 49.9966 26.0356 20.0233 12.3946 813.256 93.8128 17.1967 33.792 20.3286 803.406 754.095 49.3104 22.4104 57.0358 697.06 418.943 49.3461 369.597 112.775 86.7714 71.0172 256.823 235.798 64.4795 228.014 58.885 46.5028
internal_count=15849 14673 14477 14298 14061 11200 11118 237 458 338 2861 10660 10416 244 47 319 170 75 10371 426 389 9945 306 160 50 110 146 9639 79 43 76 42 2775 377 74 58 197 101 76 46 2742 303 58 110 65 2709 2549 160 75 185 2364 1337 157 1180 358 272 222 822 753 202 728 186 146
is_linear=0
shrinkage=0.05


Tree=145
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 72 60 53 47 28 3 26 5 27 6 31 70 60 42 8 13 4 31 23 8 4 65 70 72 10 26 36 66 27 72 65 64 31 1 46 29 66 8 1 30 55 27 66 2 69 64 19 13 11 15 3 3 21 19 41
split_gain=32.6756 75.2022 28.667 82.999 16.1329 27.3755 4.28461 3.7343 2.26462 3.16267 2.23185 3.37866 2.57401 2.3947 2.49951 3.3736 2.97793 2.88937 4.30428 4.65447 4.33717 3.86973 3.33776 5.09344 5.01683 4.90663 4.54826 3.56861 3.34264 3.34651 3.23585 3.56395 3.19046 2.97158 3.00566 4.57413 2.98366 2.96149 4.15717 3.34133 4.32925 4.15433 3.7443 4.56755 3.60702 3.55316 3.48683 4.52605 3.47277 3.19095 6.01176 4.45693 3.15693 3.69031 5.52445 5.31622 5.81952 4.99523 4.26115 4.70039 3.97119 4.45859 3.61734
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 -0.25041666666666657 0.069435023138726806 3.3650000000000007 2.2650000000000001 0.89444444444444449 1313.4077985226997 0.65828571428571436 1569.3252730481834 0.67225000000000013 1526.8692061440763 0.21658075601374568 0.23708333333333337 0.057088340494627111 2.0550000000000002 0.59166666666666679 0.29166666666666669 1513.0437962299582 0.10327052968361176 2.6458333333333335 0.79285714285714304 1579.1321349456739 -1.0000000180025095e-35 -0.17291666666666664 -0.034166666666666547 2.3095238095238098 0.4281666666666667 2.0450000000000004 2.7467948717948727 0.5395000000000002 -0.064999999999999933 -0.28474501108647449 0.022720588235294051 0.16848018923713778 1500.9535838773975 2.4150000000000005 3.183333333333334 2.6619047619047622 1.7928571428571431 1411.2280046802766 0.17049859055673008 1.655 0.46816666666666668 2.131884057971015 -82.165814253090943 0.87000000000000011 1.0000000180025095e-35 1.0000000180025095e-35 0.36666666666666675 2.4833333333333338 0.70833333333333337 1518.9170255970241 1611.7732511954412 0.30785714285714288 1.5000000000000002 1.8750000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 -6 -7 -8 -9 -10 11 12 -5 -14 15 16 17 22 19 21 -20 32 23 25 -25 -15 -27 28 29 -24 -23 -32 -19 34 36 -36 -29 39 -39 41 -41 42 -35 -44 49 -46 -45 48 -48 -43 51 -51 53 57 55 56 -55 -40 -56 60 -60 -62 -59
right_child=1 2 3 4 5 6 7 8 9 -11 -12 -13 13 14 -16 -17 -18 18 20 -21 -22 30 27 24 -26 26 -28 33 -30 -31 31 -33 -34 37 35 -37 -38 38 52 40 -42 44 43 46 45 -47 47 -49 -50 50 -52 -53 -54 54 58 -57 -58 62 59 -61 61 -63 -64
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leaf_weight=63.675172243267298 161.03431995771825 1321.2157057672739 196.75562956742942 6.1897613331675521 77.350089868530631 162.21807003393769 14.677337624132631 5.7315086647868183 9.0708363242447358 3.6501443460583678 15.959669277071951 10.810097604990004 20.61753623187542 6.3731485009193412 11.757331445813177 6.4815857410430899 6.417568825185298 22.880039110779762 9.603670537471773 6.7108984589576712 11.889374390244482 12.412252917885779 13.38004001975059 10.183416903018953 8.1290111839771253 19.637664720416073 11.255645066499708 18.807631939649585 10.420677259564398 19.512021437287334 9.4361335635185242 12.03045579791069 9.9550574198365194 19.886088714003563 11.958839155733587 7.7971952483057967 8.8570320606231672 22.130365401506424 58.789399936795235 17.644400075078011 16.960429366677999 8.4327553212642652 7.3025939613580695 9.4586873799562436 18.686420395970348 7.3899740651249877 8.4301652610301989 12.376140028238295 6.8526758253574362 7.0064728856086722 9.6919954121112806 16.84501484036446 11.923490852117537 25.144151557236913 13.076400369405745 14.629423968493937 5.8061758801341048 25.766108840703964 5.6310225352644947 14.034842155873774 6.9182068556547192 11.713223680853842 32.981360450387001
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internal_count=15849 14673 11844 8083 4675 2286 966 351 107 80 2389 2338 2307 2289 2223 2175 2150 2124 302 227 75 205 1822 168 59 109 89 1654 136 102 99 63 106 1518 143 62 81 1375 832 543 131 412 204 139 208 83 117 86 48 125 99 72 768 728 360 163 109 368 197 146 87 65 187
is_linear=0
shrinkage=0.05


Tree=146
num_leaves=64
num_cat=0
split_feature=73 42 52 65 37 2 27 28 16 39 8 36 27 70 0 7 36 30 31 64 39 4 66 64 70 36 71 2 4 40 1 30 14 39 36 70 28 28 4 19 26 47 40 48 5 10 31 31 20 59 1 2 56 7 5 7 16 69 29 23 3 0 27
split_gain=13.1342 5.85672 5.20069 4.54058 4.15366 4.59192 4.47634 4.16645 6.16765 3.78204 3.91088 5.63734 5.37241 4.91281 6.80671 5.29797 3.99952 3.93024 4.53972 4.57997 5.10843 3.89675 3.69917 5.04182 4.52623 4.52458 4.8225 4.38918 4.40995 4.00195 3.9422 7.07524 3.77279 4.66173 5.11519 4.29005 5.37484 4.52896 5.71968 6.56805 5.02163 5.61191 5.70502 4.84114 4.2866 5.00107 4.29313 6.14998 4.06989 5.4798 6.51152 4.6726 4.62625 4.6147 4.90884 4.85115 4.47754 5.74898 4.43314 4.56232 4.95564 6.23089 4.97991
threshold=1.0000000180025095e-35 6.2350000000000012 4.2750000000000012 0.91500000000000015 0.39752438323650602 169.60287727773098 0.42211111111111116 4.0500000000000007 1.0000000180025095e-35 0.3419486692323177 0.74166666666666681 5.1850000000000014 0.3842222222222223 -0.2904166666666666 1591.1039584880862 5.2703562751415811 2.6750000000000003 0.13004065040650406 0.15121164744967755 0.012522321428571351 0.32926641315608646 1585.3795366487896 3.3592375366568921 0.064558823529411766 -0.26541666666666658 2.7750000000000004 -0.84458333333333313 42.347667345679163 1484.3714702670229 2.3250000000000006 1464.450820338476 0.18153409090909092 0.77500000000000013 0.29776791184709611 2.9150000000000005 -0.32916666666666661 3.3166666666666669 4.3166666666666673 1622.4148297702634 4.5000000000000009 0.48436507936507939 1.8350000000000002 2.3050000000000002 1.7650000000000003 1496.2396790366661 1.3785714285714288 0.11330480451274071 0.17029156816390859 2.5000000000000004 2.6364747387384928 1505.0541207180165 -69.226288408524155 2.0150000000000001 24.283257611163211 1535.9935589236131 23.560386949180955 1.0000000180025095e-35 0.71000000000000008 5.4722222222222232 3.6904761904761902 1396.1839400091847 1499.0663483138803 0.53707142857142876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -8 10 11 12 -6 -14 15 21 17 -12 -19 20 -20 -15 25 24 -24 -18 -27 28 -26 -25 31 -29 35 34 -34 36 -28 40 39 -39 43 42 -42 44 45 -37 -46 -48 49 50 52 -50 -36 54 55 56 -51 -58 59 60 61 -53 -62
right_child=1 -3 -4 -5 9 6 7 -9 -10 -11 16 -13 13 14 -16 -17 22 18 19 -21 -22 -23 23 29 27 26 32 30 -30 -31 -32 -33 33 -35 48 37 -38 38 -40 -41 41 -43 -44 -45 46 -47 47 -49 51 53 -52 58 -54 -55 -56 -57 57 -59 -60 -61 62 -63 -64
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leaf_count=1176 8053 947 30 136 29 88 30 318 25 21 44 30 231 227 30 159 154 56 42 39 24 42 49 62 25 15 30 34 53 14 34 23 134 66 567 53 130 272 34 22 108 132 39 40 25 23 39 25 24 363 261 27 18 299 49 20 272 36 58 52 306 26 59
internal_value=0.000288695 0.000534018 0.000835473 0.000755887 0.000837111 0.00197496 -0.00944395 -0.00441771 0.0209168 -0.00157566 -0.00139428 -0.008067 -0.00968833 -0.0114764 -0.00556887 -0.00877161 -0.000180366 0.0122255 0.018556 0.0292881 0.0433572 -0.000390006 -0.000969566 0.0103922 0.0180472 -0.00181728 -0.00101268 0.0256 0.00864604 -0.014307 0.0415802 0.0235473 -0.00126263 -0.00335581 -0.00415401 0.00406171 0.0188415 0.00102323 0.0105411 0.0150621 -0.00498185 -0.014075 -0.000238005 0.00638455 0.0129908 0.0293875 -0.00147286 0.0108334 -0.00296729 -0.00535753 0.000856724 0.0047414 0.0071107 -0.0105876 -0.0064311 -0.00862204 -0.01016 -0.000956181 0.00677647 0.0102638 0.00645827 0.0337135 0.0017432
internal_weight=3917.38 3889.45 3797.77 3790.76 3782.42 2570.29 85.1252 71.4037 13.2233 1212.13 1207.04 185.789 179.566 172.205 115.627 108.093 1021.25 61.0814 48.899 32.6811 20.8829 68.7035 960.172 66.6655 50.8925 893.507 850.038 40.5013 19.6519 15.773 20.8494 12.352 846.311 607.486 587.96 238.824 40.7258 198.098 76.6348 69.0687 121.464 67.4797 35.1294 53.984 45.1875 21.1786 24.0089 17.9335 552.205 421.507 192.63 130.697 131.684 228.877 170.454 159.799 154.97 71.3245 124.909 109.852 96.4057 14.2182 82.1875
internal_count=15849 14673 13726 13696 13560 8514 461 373 55 5046 5025 748 718 689 458 428 4277 205 161 105 66 269 4072 294 218 3778 3624 169 78 76 91 57 3609 2637 2571 972 160 812 328 294 484 279 147 205 165 76 89 64 2437 1885 846 552 585 1039 740 691 671 308 528 470 418 53 365
is_linear=0
shrinkage=0.05


Tree=147
num_leaves=64
num_cat=0
split_feature=73 65 65 2 65 34 36 69 73 1 23 0 61 14 64 35 11 72 70 70 8 27 27 19 26 5 55 55 3 71 71 51 66 16 29 4 27 25 37 3 24 65 44 27 70 70 46 56 2 22 38 74 3 14 42 44 65 8 27 42 27 1 71
split_gain=16.3681 10.738 8.56779 5.11626 5.05836 4.1341 3.70377 4.17906 3.60517 3.29702 3.20369 5.83653 3.12946 4.68813 5.11927 3.70142 3.44437 3.34109 3.71885 4.00245 3.47533 3.24031 3.14067 3.36626 4.85013 5.64327 3.55305 3.72627 3.10155 3.49623 3.15394 4.94863 3.05964 4.6148 3.85086 5.30592 5.2345 4.52973 5.0172 4.27619 4.09556 5.21941 4.49713 3.61136 3.57432 4.14996 3.51873 4.09001 3.39709 3.27468 3.15191 4.52996 5.37159 4.56002 4.03266 3.57199 3.73932 3.43286 3.06486 3.02528 3.17566 2.99241 2.98366
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 -323.73913880835715 -0.14902097902097897 6.9850000000000012 8.8550000000000022 0.87000000000000011 1.5000000000000002 1758.8486853392994 2.4642857142857149 1743.6509039459017 0.22500000000000003 0.55000000000000016 0.12609375000000003 5.1450000000000005 1.9666666666666668 -0.077083333333333295 0.21541666666666667 0.14374999999999999 2.0972222222222228 0.49211111111111117 0.6805000000000001 3.5000000000000004 0.57527777777777789 1490.0497727971799 1.5950000000000004 1.7350000000000001 1672.1197636047596 0.15374999999999997 0.042083333333333257 1.0850000000000002 2.6068181818181828 1.0000000180025095e-35 3.683333333333334 1542.9694291221215 0.47816666666666668 0.86607142857142871 0.50964717640392998 1523.3798400296134 0.69047619047619058 0.091111111111111018 8.3750000000000018 0.44316666666666665 -0.31041666666666662 -0.44874999999999993 4.3750000000000009 1.8250000000000004 -54.84856976911805 0.38750000000000007 0.22127008644976998 2.5000000000000004 1540.834977484679 0.90000000000000013 2.9550000000000005 7.6350000000000007 0.022810457516339751 1.0333333333333337 0.49211111111111117 2.5250000000000004 0.52763888888888899 1536.0712966742078 -0.022083333333333247
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 6 12 10 -3 -5 11 62 15 -14 17 22 21 -15 19 20 -19 -17 23 -6 32 -26 28 -28 29 30 31 -27 34 50 37 36 39 38 -25 -36 41 42 44 -37 45 -38 47 -35 -49 -46 -34 52 53 54 55 56 -52 -54 -39 60 -42 -56 -8
right_child=1 2 -4 4 5 -7 7 -9 -10 -11 -12 -13 13 14 -16 16 -18 18 -20 -21 -22 -23 -24 24 25 26 27 -29 -30 -31 -32 -33 33 46 35 43 40 58 -40 -41 59 -43 -44 -45 49 -47 -48 48 -50 -51 51 -53 57 -55 61 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.03401504686462635 -0.037132343649971401 0.012731671799991363 0.036544047562416034 -0.002315499719544022 0.0019376927531135587 -0.026894108754434234 0.041309972626644959 -0.033389841742933114 -0.024732462339884312 -0.023130750694963672 0.02157296700820753 -0.046918059803753728 -0.027962560320782478 0.031379568485331022 -0.017407451230097872 0.023136425812293158 -0.052160651618171183 0.021428516370485831 0.029425807821869817 -0.028964952839106602 -0.018365628470347239 -0.030210825476285175 0.024911248631780923 -0.02138272895237555 0.048083159000524213 0.02217199645090985 0.051513012214729051 0.0030967220517016795 0.026433958535541383 0.0064756495406153095 -0.043619970335407175 -0.035853637788440154 -0.036268353816774151 -0.027451873539872412 0.03840806522120159 -0.033194949914302101 0.0042109380178734076 0.039715555461460439 0.014369185131575649 0.0032182445926110257 -0.023079896502013215 0.045050060630346361 -0.024627640253855106 -0.0031129808463139729 0.0085081942155118724 0.058385339219494473 -0.052747711216545146 0.028009966076319965 -0.018171579235863017 -0.02667536021654985 -0.025174423514108413 -0.029251303022979326 -0.0067586122099141874 -0.038441562740699722 0.0042088070899589112 -0.028975835521776412 0.020848337520126731 0.035207226772503417 -0.0060230630906820517 -0.035300478763280789 0.02448214587908604 0.047911191587065041 -0.019704910426335348
leaf_weight=34.644694212824106 18.884504448622465 8.0248596966266614 16.564239289611578 819.86374006420374 2603.7383055910468 12.744475170969961 5.6604679673910132 4.575111784040927 32.139208756387234 19.475763738155365 53.432457596063614 5.2593935281038275 7.4998779892921439 28.599583745002747 11.967272758483885 5.2797809839248675 6.0898579135537139 19.691311493515972 16.984033547341824 8.4914408922195417 7.6056751310825339 6.1761263236403465 13.965117298066614 62.011892646551132 8.3259705007076246 7.6524945050477999 7.4442680180072776 8.5249739959835988 8.8522634953260404 27.463849395513535 8.730808883905409 7.0682398676872253 6.8727238178253165 29.515501461923122 22.013748377561569 10.731437072157858 7.1041945070028305 6.6681270897388449 11.657816633582113 14.202901110053061 7.2283757179975527 8.5156221240758878 11.761261522769926 141.90707959979773 38.450090363621712 7.0363318175077421 7.8140482008457175 7.6494359225034705 8.3058777153491956 7.9872976690530768 6.8487768322229412 12.487253054976462 6.8460662662982967 8.7192130833864194 10.284414827823641 13.614092871546744 12.412534758448599 16.909189373254776 8.1257470548152906 10.67165571451187 6.8216676712036133 6.3265226036310187 3.1014436706900588
leaf_count=1176 196 34 179 2775 8224 82 31 23 203 86 318 25 25 97 40 26 26 69 60 28 27 27 47 189 25 24 25 28 28 85 28 22 33 100 65 34 22 21 37 44 23 27 40 474 120 21 31 25 28 25 21 41 22 29 31 46 41 54 25 33 22 20 16
internal_value=0.000216905 0.000489077 0.000652835 0.000515278 0.000681893 0.00153049 0.00163611 0.0128545 -0.0172471 -0.00279849 0.015991 -0.00528057 0.00139545 0.0100704 0.0131264 0.00112685 -0.0217763 0.017617 0.0101585 0.00101481 0.0103408 -0.00562423 0.00125091 0.00114846 -0.00215762 0.00901079 0.00471546 0.0256666 -0.000882451 -0.00563174 -0.0198106 -0.00568932 -0.00390431 -0.00984098 -0.0015072 0.00124132 0.00820538 -0.010655 -0.0157252 0.0246079 0.00257872 0.00802411 0.00366549 -0.00522793 0.00915863 0.0311681 -0.0217529 -0.0164265 0.00396918 0.00245657 -0.00357648 -0.00119758 0.00307658 -0.00510083 0.000773614 -0.00937214 0.00448395 0.023113 0.014593 -0.015231 1.2733e-05 0.0208535 0.0197126
internal_weight=4392.02 4357.38 4338.49 4321.93 4281.77 3442.43 3429.68 72.0289 40.1641 839.34 67.4538 14.0213 3357.65 100.839 93.3393 3256.81 17.5458 81.372 52.7725 35.7884 27.297 11.4559 3239.27 3225.3 621.564 84.0629 75.7369 15.9692 59.7677 50.9154 23.4515 14.7207 537.501 154.606 382.895 294.432 141.793 88.4636 73.6697 36.2166 105.576 80.8548 72.3392 152.639 60.5779 14.1405 53.2849 45.4708 15.9553 46.4374 101.321 94.4481 81.9608 58.2056 49.4863 32.8754 19.2613 23.7553 14.7939 24.7217 14.05 16.6109 8.76191
internal_count=15849 14673 14477 14298 14061 11200 11118 413 237 2861 390 72 10705 346 321 10359 79 281 184 124 96 53 10280 10233 2009 265 240 53 187 159 74 46 1744 522 1222 950 442 272 226 109 333 255 228 508 188 43 184 153 53 145 338 305 264 188 159 108 62 76 46 78 45 51 47
is_linear=0
shrinkage=0.05


Tree=148
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 48 11 20 6 56 70 42 27 20 66 27 3 13 1 70 4 23 2 30 4 51 65 65 44 34 69 2 20 70 10 2 49 31 31 72 65 15 10 74 6 22 2 22 8 46 8 65 71 53 5 46 70 4 44 31
split_gain=30.4323 72.7363 26.7626 80.5483 15.0953 26.7303 4.0599 3.66907 2.19805 2.52148 2.19633 2.25209 3.22295 4.03359 3.13472 2.86801 2.57573 2.6024 2.55482 2.49195 2.45321 3.323 3.09048 2.79725 6.34842 3.21545 3.99764 3.44989 3.26621 5.80497 4.71828 3.46691 3.13405 4.117 3.33869 3.25049 4.94509 3.04391 3.61275 2.89723 4.06033 3.74692 3.34397 2.7707 3.33293 5.54303 2.88838 5.36544 5.94625 6.75918 5.26189 7.12372 4.28336 4.13123 6.26814 5.53247 3.85807 5.93335 4.69734 3.76037 3.71532 3.68243 4.60989
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 2.0350000000000006 1.1833333333333336 6.5000000000000009 1472.4175233093379 1.8450000000000004 -0.2566666666666666 3.4350000000000005 0.48950000000000005 5.5000000000000009 2.6900656814449921 0.34050000000000008 1769.8480688949674 1.0000000180025095e-35 1356.0546636321851 -0.66541666666666655 1613.3851820501682 2.6458333333333335 -128.68588408977811 0.13123033614836893 1368.0486526137154 1.2450000000000003 0.10779922779922767 -0.20285714285714282 10.275000000000002 1.9950000000000003 0.17000000000000001 85.29635024180449 1.5000000000000002 -0.11458333333333327 0.93095238095238109 10.938812596158529 3.0150000000000001 0.10683317275624392 0.13804446460980038 0.064583333333333257 -0.52555555555555544 0.70833333333333337 1.9666666666666668 1.0000000180025095e-35 1513.1532370070063 0.33166666666666672 -111.34088875948349 0.18333333333333332 0.79285714285714304 3.4250000000000003 1.0972222222222225 -0.0063354037267080989 0.16208333333333327 2.6050000000000004 1493.0041844886925 3.4250000000000003 0.079166666666666663 1544.0703803941085 5.3050000000000006 0.15735538909696214
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -7 -8 9 -9 11 12 13 -3 -15 -16 18 -18 -13 20 22 -22 -20 25 -25 -24 39 -28 30 37 -29 32 33 35 -35 36 -32 -30 -39 40 -27 -42 -41 44 -23 -46 47 48 49 -45 51 -49 61 55 -55 59 57 -56 -59 60 -51 62 -52
right_child=1 2 3 4 5 6 7 8 -10 -11 -12 16 -14 14 15 -17 17 -19 19 -21 21 43 23 24 -26 26 27 28 29 -31 31 -33 -34 34 -36 -37 -38 38 -40 42 41 -43 -44 46 45 -47 -48 50 -50 53 52 -53 -54 54 56 -57 -58 58 -60 -61 -62 -63 -64
leaf_value=0.034546041169914561 -0.034687041860400766 -0.017273705382134043 -0.034727942562186261 0.0044707176001644927 -0.034783624371775609 0.0036234070733529842 -0.034844015292341185 0.025217302306533951 -0.037084472463398188 -0.016268935252084709 0.029651047107744077 -0.025649488789905295 0.046503110826442678 0.0029566540569482963 0.045823844709462221 0.0070683711861531792 0.0042180015355222185 -0.037776683167352033 -0.031365039728335257 0.031291470282160005 -0.042554460444095651 -0.007241697090958954 -0.026860915486012011 0.042541980972532298 -0.011641001393179787 -0.027346479079428859 -0.032251213484030074 0.030133658510707317 -0.00038589179451155162 0.026638369453774291 -0.012226798294369921 -0.032676196179793025 0.03167818469814148 -0.039010617497618749 0.001681607478172104 -0.014312639863796937 0.038636609937312778 -0.0098991939171444235 -0.052911919312657478 0.0062282871621391874 0.034238063514670396 -0.0017443159074091925 0.046143472853056311 0.037966721063596658 0.050174310699029862 -0.0041773749466117787 0.0076312051614862934 -0.039508645650147924 0.020007730360424636 -0.0066832169652634279 0.019707820090635403 0.019600067816356655 0.00078858078709242128 0.02346572578649583 0.032659410209109382 -0.04376363441829282 0.018641554619845405 -0.03423917139303103 0.0054651298429615122 -0.033338268754803724 0.031174420549388734 -0.041830339910149054 -0.032996099704813202
leaf_weight=59.749401789158583 155.79488715715706 10.338930636644362 190.3366889404133 733.22742668539286 74.754599295556545 162.16835288330913 14.171208957210181 8.4864452332258242 3.427930422127246 6.4434648379683486 9.2876752316951734 6.7363140881061545 7.107565462589263 18.504667766392231 12.801172569394113 7.6124466210603705 7.6863453984260541 7.093964546918869 7.4307962059974662 9.1022496819496137 3.4967371821403495 7.3725648671388653 10.893032133579252 12.125824749469759 9.7552147358655912 8.3050636649131757 9.9107963442802411 14.29668854176998 9.4974274933338183 7.1075209677219382 7.3808755427598909 7.8742394447326651 8.0300227403640729 10.492783248424532 9.7011779248714429 9.6972911953926069 13.55388294905425 8.446810722351076 11.566994309425352 10.229312121868135 11.746784627437593 18.836403340101242 10.773500412702559 11.358192831277846 13.905037477612497 7.079159513115882 671.16342495381832 6.3658161461353329 56.267476752400398 25.500180691480637 7.2875166833400753 25.5809685587883 20.727497272193432 29.288750067353249 6.0241476818919173 11.425803899765013 12.653022915124891 22.692467778921127 11.089822940528391 9.0305100381374341 8.6891364306211454 20.447602160274982 9.6338802278041822
leaf_count=1176 2829 32 3408 2389 1320 615 244 34 30 43 26 20 20 54 38 23 22 20 22 26 10 22 31 33 28 23 28 41 26 22 21 23 23 30 32 28 40 23 32 28 32 53 30 31 44 22 1898 19 155 71 20 73 61 82 18 32 36 67 35 25 24 59 27
internal_value=-0.000745 -0.0015348 0.000519659 -0.00490883 0.000751677 -0.0093685 0.000389703 -0.0157314 -0.000977569 0.00731263 0.0054222 0.00525064 0.015028 0.0104863 0.017861 0.0313715 0.00481164 -0.0159378 0.00505886 0.00522651 0.0050328 0.00610207 0.000349566 0.00141969 0.0183856 -0.000451997 0.00108269 -0.00392067 -0.00153402 -0.0139268 0.00406666 -0.00151809 0.0026505 -0.0019356 -0.0194621 0.00961861 0.0207039 -0.0236965 -0.0347584 0.0117389 0.00365705 0.0120763 0.026703 0.00627331 0.0216778 0.0318384 0.00582075 0.00168859 0.00617545 0.000907788 -0.0084777 0.00782188 -0.0174407 -0.00217829 0.00493632 -0.0128215 -0.00540888 -0.0130536 -0.0212053 -0.00464153 0.00293821 -0.027552 -0.0102982
internal_weight=2729.56 2669.81 2514.02 1193.02 1002.68 269.452 194.697 32.529 18.3578 14.9299 1321 1311.72 56.3648 49.2572 38.9183 20.4136 1255.35 14.7803 1240.57 1233.83 1224.73 997.08 227.652 220.222 21.881 198.341 187.448 127.557 117.646 36.6188 81.027 66.7303 58.856 50.826 20.194 30.632 20.9348 29.5112 20.0138 59.8911 38.8883 30.5832 21.0028 993.583 28.3568 20.9842 965.226 294.063 204.02 147.752 90.0433 31.9468 58.0965 136.394 81.7482 54.6456 52.4595 39.8064 33.7823 43.2198 34.1893 37.369 16.9214
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 77 3761 3735 167 147 115 61 3568 42 3526 3506 3480 2831 649 627 61 566 535 369 341 103 238 197 174 151 62 89 61 81 55 166 108 85 58 2821 88 66 2733 835 576 421 259 92 167 390 238 152 156 120 102 120 95 106 47
is_linear=0
shrinkage=0.05


Tree=149
num_leaves=64
num_cat=0
split_feature=73 36 73 52 10 4 28 30 22 3 47 65 30 31 0 3 31 55 27 29 39 41 4 65 34 71 18 26 7 28 29 31 10 71 27 70 2 38 61 30 1 23 72 18 5 60 31 34 36 29 10 7 42 64 24 41 23 30 69 31 54 72 74
split_gain=12.2685 5.44584 4.58142 5.6047 5.31361 7.25206 8.49679 7.30054 4.98991 4.84904 5.7229 4.83665 4.60192 4.37969 5.83326 4.96847 4.66671 4.1214 3.82427 5.78559 4.4727 8.0582 3.85712 3.79133 4.02419 4.06377 4.23147 3.57089 3.49325 3.42016 3.44746 8.32359 4.10309 3.93213 4.06174 3.41504 4.5323 9.95171 3.12483 4.19353 3.06813 3.85541 4.62067 3.30642 4.13364 3.39086 4.03074 2.82847 2.81632 3.52759 2.80395 2.78205 5.91397 2.78149 2.96644 2.71417 5.59965 6.08195 5.55838 5.43709 4.50555 4.92897 3.79048
threshold=1.0000000180025095e-35 4.5250000000000012 3.5000000000000004 3.3650000000000007 0.93095238095238109 1447.5334216329113 3.5634920634920646 0.15121164744967755 0.61250000000000016 1687.4602816557144 1.2650000000000003 -0.23503759398496235 0.13825462722712334 0.17981569800339503 1610.2804631671142 1628.5774241714205 0.20761973875181425 1.675 0.50763888888888897 4.8944444444444457 0.13505882802865388 2.3250000000000006 1395.3019191616518 0.66947368421052644 6.205000000000001 -0.19999999999999993 1.0000000180025095e-35 0.57950000000000002 -6.8719472183223607 7.1055555555555561 6.8166666666666673 0.15919147224456962 1.8452380952380951 0.1204166666666666 0.63612500000000016 -1.0000000180025095e-35 43.610648326845201 0.21193756558651192 0.22500000000000003 0.22511261261261264 1503.0858745465575 3.8660714285714293 -0.26458333333333334 1.5000000000000002 1494.2379315532178 0.066073294521570361 0.19242713807931197 1.405 1.5250000000000001 7.2678571428571432 1.1222222222222225 46.596872636470728 6.0450000000000008 0.0098529411764705019 0.18333333333333332 2.2350000000000008 3.6904761904761902 0.15081416386663224 0.27000000000000007 0.13929238431209792 1.5150000000000003 -0.034166666666666547 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 23 3 4 5 8 -7 17 -3 13 -11 -9 18 53 -15 16 -16 -8 19 20 21 -4 -22 24 29 26 -26 -13 -6 30 38 33 48 34 -32 -14 37 -37 55 50 -34 43 -43 44 -42 46 -45 -19 -33 -50 -40 -38 -53 -5 -55 -2 58 -58 59 -57 61 -61 -60
right_child=1 2 12 9 28 6 7 11 -10 10 -12 27 35 14 15 -17 -18 47 -20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31 31 32 40 -35 -36 36 51 -39 39 -41 41 42 -44 45 -46 -47 -48 -49 49 -51 -52 52 -54 54 -56 56 57 -59 62 60 -62 -63 -64
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leaf_weight=26.169710351154208 3113.070299051702 18.041380807757381 2.3849955871701338 5.7560462802648571 7.9613276571035376 5.2083482109010211 3.9407811760902431 4.3846219182014492 5.1753471940755835 3.2889362201094618 3.0793659016489983 9.9763433113694173 34.459028489887714 4.0681300275027743 3.4458465203642827 2.9134757779538631 3.3406708799302578 6.8425425551831704 6.586876079440116 2.9592793136835089 3.2748945057392111 2.619291216135025 9.7185572832822782 15.968242377042769 10.131463155150415 50.935026526451111 7.8879347145557395 3.323502078652381 95.751902669668198 61.773352079093456 27.40505288541317 8.7426540106534976 5.3206466585397711 13.069006979465483 6.8279169499874106 3.0224924162030211 18.061779964715246 3.6116069592535496 12.572733215987681 9.7140220552682859 10.752453893423079 7.4296107888221767 10.133177325129507 7.8989603370428147 23.314365446567535 6.8962896615266791 13.422447711229323 5.9956168532371521 7.2225013971328726 8.2076472342014295 33.421658992767334 4.8419610112905485 7.468142919242382 3.7599925585091141 14.572021268308161 5.9752558097243336 16.571822553873066 14.443012699484823 30.388859309256077 8.8555112481117302 6.5000933259725562 7.3275265023112288 8.7634354531764966
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internal_weight=3906.95 3880.78 309.835 210.826 166.602 62.8885 39.6718 34.4634 23.2167 44.2245 6.3683 17.6845 99.0089 37.8562 13.7681 9.69999 6.78652 16.7789 27.5439 20.957 17.9977 5.00429 12.9935 3570.94 3554.97 68.9544 18.0194 13.2998 103.713 3486.02 3424.25 156.643 109.341 47.302 34.233 71.465 37.006 6.6341 3267.6 55.7084 85.168 79.8473 17.5628 62.2845 34.0668 28.2177 21.3214 12.8382 24.1728 15.4301 45.9944 30.3719 12.3101 24.0881 18.332 3211.9 98.8255 31.0148 67.8107 28.6584 22.6831 16.183 39.1523
internal_count=15849 14673 2106 1268 936 348 209 181 139 332 44 100 838 288 97 70 45 81 183 140 123 46 77 12567 12396 276 59 83 588 12120 11854 508 355 153 112 655 341 48 11346 224 276 257 56 201 109 92 69 63 79 51 188 293 130 191 158 11122 363 110 253 104 82 58 149
is_linear=0
shrinkage=0.05


Tree=150
num_leaves=64
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split_feature=73 65 65 2 65 31 2 51 5 36 56 70 42 7 69 27 30 8 72 3 28 69 1 53 10 73 35 69 18 28 66 37 9 4 64 71 46 10 53 31 27 66 40 37 39 72 44 14 26 27 27 17 27 13 59 31 29 73 14 8 66 23 31
split_gain=15.2869 10.2927 8.16158 4.78833 4.69789 5.25846 5.84723 4.6451 4.492 4.47968 4.24355 4.18555 4.48232 3.8638 3.88969 3.74079 5.34354 3.54808 3.53062 3.49151 3.33953 5.37467 3.32053 3.31734 3.25681 3.71306 3.25161 3.22466 3.79464 3.64793 3.43794 3.17214 5.82816 3.87961 4.01555 4.48485 4.8218 3.63981 3.54669 3.25358 3.11773 5.04847 4.01478 6.89808 3.42352 4.37798 4.76307 4.05696 3.29548 8.97822 4.60096 5.73922 4.49771 6.03225 4.43024 3.57078 4.49908 3.49432 3.82636 3.62982 4.56151 7.36161 4.35456
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 -323.73913880835715 -0.047717391304347843 0.12376043200785466 -18.844194102479715 1.4150000000000003 1481.5483466785229 6.7750000000000012 2.4450000000000007 -0.38124999999999992 4.4050000000000011 -43.240588920724456 0.91000000000000014 0.55612500000000009 0.15300120048019208 0.96666666666666667 0.004166666666666651 1531.3535175602676 2.3166666666666669 0.83000000000000007 1363.7143009337005 1.5450000000000002 2.4365079365079372 4.5000000000000009 4.8550000000000013 0.39000000000000007 4.5000000000000009 5.5857142857142863 1.8726851851851853 0.73759469932977606 0.51666666666666672 1532.0439743378586 0.064558823529411766 0.063749999999999959 4.9450000000000012 0.93095238095238109 2.1950000000000007 0.14947899881834784 0.41236111111111112 2.1012820512820514 2.1050000000000004 0.63620845679575699 0.53714364404830717 -0.39958333333333335 10.375000000000002 0.77500000000000013 0.56816666666666682 0.54414285714285726 0.56816666666666682 1.5000000000000002 0.4741428571428572 0.45000000000000007 2.6553087092817234 0.25087412587412594 2.183333333333334 1.5000000000000002 0.55000000000000016 0.57738095238095244 2.7795138888888893 2.6458333333333335 0.22394029850746269
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=32.466855837032199 18.277023460716009 24.556278757750988 15.881667301058767 6.4805057644844046 4.0122471153736106 7.4099106788635245 8.7570658922195488 6.1626713871955863 33.909388080239296 9.8946555182337743 5.8826441913843137 6.3551481664180747 8.6875383108854276 78.484281912446022 13.054932564496992 11.583948686718943 8.3455578386783582 9.8408544063568097 14.952200196683405 6.2509605586528778 2715.8515385240316 6.8828161656856528 105.01382262259722 7.7437340021133441 7.1256127655506125 17.239847376942635 12.218169882893561 144.97523794323206 36.423479661345482 6.598439708352088 48.688261196017265 5.0247116386890402 4.9045831039547974 9.1310229972004873 5.7441178113222113 3.9822714850306502 4.4401711896061897 28.920990109443665 6.2904192432761183 4.4636467322707176 16.174142301082611 24.91509069502354 25.348400205373764 7.073115073144435 5.0865216329693776 25.921655058860779 7.3684008195996276 3.5695553719997406 14.978672131896017 15.174647651612757 14.622675105929376 7.3719280064105979 55.396527715027332 7.797458976507186 17.931099109351635 6.2641809135675421 30.32493744790554 27.611195132136345 98.971632987260818 407.81147426366806 8.7523407340049761 7.5795869827270499 29.904756382107735
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internal_count=15849 14673 14477 14298 14061 4417 1284 3133 126 9644 3007 876 86 408 383 342 74 57 237 40 9021 380 360 623 560 526 8641 790 589 201 177 399 159 140 90 61 42 240 98 68 2967 216 193 107 2751 224 176 48 2527 438 125 76 313 201 112 2089 126 1963 343 1620 152 58 1468
is_linear=0
shrinkage=0.05


Tree=151
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 14 65 64 39 34 50 4 29 11 8 22 53 16 54 47 24 4 14 70 74 7 26 59 59 28 38 23 52 72 8 65 13 26 40 27 35 70 1 26 5 31 27 6 26 2 4 60 29 3 1 48 60 52 44 41
split_gain=28.3512 70.3132 25.1323 78.0644 14.1818 26.0332 3.84229 3.58799 2.17343 4.15027 3.98814 4.32284 5.79174 3.40919 5.35726 6.42066 4.12649 3.84268 3.45436 3.91992 3.14112 9.33582 3.13611 3.06526 3.83686 4.12614 3.20406 3.1231 3.09088 3.04085 2.91694 4.5189 6.44149 5.33995 5.0824 5.49598 4.41752 4.15479 4.13609 4.00367 3.28052 4.63522 3.10343 2.9299 2.8074 3.25942 5.24833 2.72425 2.71988 2.67796 2.87682 3.9338 3.33994 3.24994 2.87459 2.74554 2.59386 3.1389 3.38518 3.27062 3.57824 3.75522 4.14615
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 0.90000000000000013 -0.28713735558408215 0.05473684210526316 0.18492867769458388 1.3150000000000002 1.2850000000000004 1561.2651068316561 4.4722222222222232 1.0333333333333337 2.7817460317460321 0.30785714285714288 1.8950000000000002 1.0000000180025095e-35 1.4950000000000003 1.9350000000000003 0.5277777777777779 1425.9326625313556 0.63333333333333341 0.066666666666666666 2.5000000000000004 40.248509969960885 0.55236111111111119 2.2179468107965161 2.6553087092817234 3.7888888888888892 0.25629961982549404 3.4722222222222228 2.6450000000000005 0.15208333333333332 1.3785714285714288 -0.021724137931034445 0.22500000000000003 0.39612500000000006 4.3850000000000007 0.42211111111111116 2.8950000000000005 0.27958333333333335 1634.7730066694087 0.42950000000000005 1496.8274963296722 0.13732974105672804 0.61162500000000009 1496.8549523452996 0.51612500000000006 9.696878756860885 1571.3138604569374 0.080634195075344611 4.5857142857142863 1617.0340817203285 1381.0757206373698 2.1650000000000005 0.061999252645874657 2.9750000000000005 9.6050000000000022 1.9750000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 3 4 5 6 7 -9 9 13 11 -13 -14 14 15 16 -18 -19 -20 -21 21 -23 -24 24 25 26 -28 -29 -30 -31 31 40 34 36 -36 -37 -38 -39 -40 48 41 -43 56 -45 -46 -47 -48 -49 -50 -51 52 -53 53 -55 -56 -57 -58 58 -60 -61 -62 -63 -64
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leaf_weight=56.054515689611435 150.67096545640379 1319.3425296470523 184.09899308066815 15.741969019174574 72.324077692814171 162.2372718192637 13.690857591107489 18.261706754565239 14.759506806731222 18.680485986173156 5.6652368381619436 35.027908444404602 5.3637289106845856 6.3464835211634663 4.4867344498634365 6.402861535549162 6.1191525161266327 14.543270315974949 23.454512298107147 11.237260304391382 7.0514205098152152 6.9868066459894171 8.663996607065199 8.1073962524533254 12.605002433061602 7.1181772202253368 10.893055915832518 21.833991326391697 7.7581414282321921 48.757036618888378 7.1016791164875022 13.950601711869238 13.221998840570452 12.165864467620851 11.383273527026175 9.0382274240255338 11.761025503277777 10.056789100170134 19.421273343265057 7.6150926500558835 11.847887441515921 10.532235160470007 11.594100460410116 8.8502984941005689 7.5750171244144431 7.8658470064401618 39.354190468788147 8.8144069314002973 7.3471216261386871 5.7968904674053183 10.916183918714529 9.591245308518408 17.648131340742115 7.5819703191518775 6.6359207630157462 12.159134235233067 10.366005197167395 44.600777953863144 9.7603044435381872 34.244945406913757 6.4926369488239279 9.4879201352596265 11.209277793765066
leaf_count=1176 2829 3761 3408 49 1320 615 244 107 44 56 28 131 16 33 22 23 21 51 96 40 20 23 27 25 41 21 35 66 25 164 22 40 37 35 32 30 38 32 64 22 40 43 36 27 24 23 122 27 23 20 34 34 52 25 19 37 32 135 33 109 22 27 36
internal_value=-0.000723694 -0.00146686 0.000529582 -0.0047582 0.00074969 -0.00912854 0.000408236 -0.0154398 0.00433845 0.00902461 0.00275788 -0.0113242 0.0159749 0.00681981 -0.00301744 0.020577 0.0389657 0.0119084 -0.0127964 0.00395752 0.00404855 0.0105007 0.0154786 0.00747834 -0.00431231 -0.0124114 0.00294419 0.0124716 0.00729618 0.00162655 0.0034166 0.00451439 0.011695 -0.000327395 0.0222606 0.016079 -0.00586169 0.0229382 0.00198274 0.0306842 -0.000714859 -0.00274072 -0.000483631 0.0173549 0.00356442 0.00754431 0.00249953 0.0442371 0.0107233 0.0182738 0.0205629 0.00760291 0.0272318 0.0406098 0.0158716 0.00753141 0.00162833 -0.000328831 -0.00281233 -0.00540603 0.000658872 0.00417878 -0.000765088
internal_weight=2710.27 2654.22 2503.55 1184.21 1000.11 266.514 194.19 31.9526 733.592 185.024 548.569 46.0569 11.029 170.264 58.047 17.0087 12.522 112.217 41.0383 17.5837 502.512 137.149 97.674 130.162 38.7236 30.6162 18.0112 91.4386 69.6046 365.363 316.606 300.864 126.777 59.3001 67.4769 56.0936 52.1985 47.0554 40.4374 36.9986 174.087 160.136 149.604 21.0162 61.8465 54.2715 46.4056 22.0364 14.9622 89.01 83.2131 28.2717 54.9413 25.2301 29.7112 23.0753 137.756 127.39 115.796 106.036 71.7906 65.298 55.8101
internal_count=15849 14673 11844 8083 4675 2286 966 351 2389 634 1755 175 44 590 235 66 44 355 169 73 1580 425 304 402 122 97 56 280 214 1155 991 942 389 186 203 171 164 141 126 109 553 513 470 62 189 165 142 64 45 277 257 90 167 77 90 71 430 398 362 329 220 198 171
is_linear=0
shrinkage=0.05


Tree=152
num_leaves=64
num_cat=0
split_feature=73 36 73 3 11 65 48 28 46 34 39 15 29 0 70 8 23 49 5 27 31 66 70 70 30 49 20 65 60 31 46 6 19 71 69 40 38 8 26 40 17 27 1 44 0 10 3 41 1 71 21 30 29 70 41 3 1 4 29 34 7 2 72
split_gain=11.4613 5.1281 5.37259 4.8832 5.48876 4.0563 3.97407 3.93599 4.56339 3.74366 4.04876 4.01098 4.00926 5.20369 5.47709 4.22831 3.74456 3.67509 5.19857 4.42679 4.37612 4.23994 4.66983 5.70777 4.06139 3.8056 3.73189 3.67247 4.53393 3.63157 3.60471 3.78494 4.00612 7.80057 6.59439 4.35259 4.41566 5.75295 5.00485 4.79313 4.71338 4.29672 3.88872 4.20016 3.76456 3.57491 3.52414 3.49198 3.47405 3.46311 3.45416 5.2746 3.43014 5.41736 5.52303 5.10223 4.42384 4.3128 8.5301 6.15818 5.75637 5.55706 4.58784
threshold=1.0000000180025095e-35 6.870000000000001 3.5000000000000004 1691.8654496131287 1.3785714285714288 0.91500000000000015 3.1750000000000003 4.9500000000000011 5.1250000000000009 2.1050000000000004 0.3419486692323177 0.36666666666666675 3.9500000000000006 1553.80263904766 -0.37458333333333332 1.5444444444444447 1.2916666666666667 3.7050000000000005 1506.3058795122361 0.44612500000000005 0.18533452807646353 2.6145104895104905 -0.18624999999999992 -0.30708333333333332 0.072595520421607371 3.8750000000000004 1.5000000000000002 -0.024355716878402846 0.073091751428731713 0.33480825958702071 3.8450000000000002 1478.6529678221993 2.5000000000000004 0.17416666666666666 0.43000000000000005 4.0650000000000004 0.29676355789642789 0.86190476190476206 0.45527777777777784 2.9650000000000003 1.0000000180025095e-35 0.49211111111111117 1437.2591383343258 8.0550000000000015 1490.4340379826369 1.1833333333333336 1566.1877283385027 1.9450000000000001 1553.2021421473116 0.42875000000000002 0.33166666666666672 0.15362762237762237 3.4142857142857146 -0.62583333333333324 2.0050000000000003 1394.3164645891086 1533.9807021925533 1397.3746875593272 3.683333333333334 1.4550000000000003 66.807097500684918 245.27154411228904 0.23750000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 7 -5 6 9 8 50 10 11 -2 13 14 16 -15 -11 19 21 27 46 22 23 -19 26 -24 -21 28 -14 30 31 -16 35 -34 -35 36 38 39 47 -38 41 -39 -40 -44 -37 -29 -20 -33 -47 -26 51 -3 56 54 55 -54 -13 58 59 -55 61 -59 -60
right_child=1 2 -4 4 -6 -7 -8 -9 -10 12 -12 52 17 15 29 -17 -18 18 20 24 -22 -23 25 -25 49 -27 -28 45 -30 -31 -32 32 33 34 -36 44 37 40 42 -41 -42 -43 43 -45 -46 48 -48 -49 -50 -51 -52 -53 53 57 -56 -57 -58 60 62 -61 -62 -63 -64
leaf_value=-0.033810055747281152 -0.012137237158172838 -0.035814575744057352 -0.030006851803820331 -0.0029446108801500625 0.082512581208407751 -0.035826517939511686 0.038578623334162905 -0.020042441360719671 0.06938811829297041 0.027275691731151682 -0.044299576266499642 -0.0016603228660863685 0.052070105660414839 0.011695543920914573 0.029071901333665846 0.051683632632495584 -0.011942184578251927 -0.025066859045148795 0.036399039175144803 0.0063499597005162514 -0.024015340375854111 0.0032022600833187284 -0.05621346263616004 0.022118027194739657 0.00035782299684706631 -0.020954470135617864 0.041591088057179301 0.030389574786937441 0.0024447381247207824 -0.022087543826763992 0.031423551906448265 -0.036060088741908303 0.030342794778209854 -0.027100358204575965 0.019178684195717475 0.043764544180731217 0.030486191608044146 0.051740310222680712 -0.034706945804133679 -0.018133587038869487 -0.00021728084785522497 0.01035296321697389 -0.0059415580804511531 0.025798743691029691 -0.0014988920750294771 -0.02850256197592807 -0.0033546124883936852 0.00066434520356914385 0.017190095837793542 0.027306212298460253 -0.035963220433583853 0.05370753988974003 -0.0084816498920297044 -0.001976527816822483 -0.01078444610517266 0.032828411349096032 -0.01469446996894417 0.0015114563271756381 -0.0068798069646761363 0.050780782373266442 0.050528104857386159 -0.024122328402582247 -0.028406613133781435
leaf_weight=24.520686728879809 70.104000255465508 2.6311718150973302 27.492782570421696 4.311210371553897 3.3304878994822502 7.5682888813316813 6.953814096748828 27.977064963430166 2.8041114509105673 6.8168530613183966 5.2527310997247687 470.85441213101149 12.447836250066759 16.000013425946239 19.748778864741325 11.264984950423239 56.815009757876396 13.115872472524645 14.890105724334722 21.505165427923203 6.7810123264789572 31.216631516814232 9.859354615211485 12.533944472670553 778.58146487176418 34.195335328578949 11.545259013772009 9.097875043749811 7.3029444813728324 9.4236233532428724 17.530268535017967 20.942982241511348 41.536871448159218 14.686337783932688 16.175212189555168 10.991416454315187 6.3869308978319195 14.469613388180735 6.6279354989528647 24.568293273448944 16.930887989699841 11.067840456962584 26.843810558319092 17.038385331630707 7.8919768929481497 9.4954499602317828 8.9113742709159833 9.3685107827186567 7.4031945019960395 12.10714118182659 4.4950920827686787 4.3917473442852497 9.4068617522716504 12.603620186448099 14.808210402727125 36.388741321861744 75.543443500995636 1530.1142487823963 101.91478927433491 9.8573444783687574 5.9265649169683448 21.438880585134029 32.689769297838211
leaf_count=1176 308 29 395 34 26 137 28 301 23 21 22 1930 39 49 61 35 179 41 45 69 22 97 30 37 2446 109 37 27 24 31 54 65 126 46 50 34 21 46 22 78 54 36 83 52 26 31 28 30 23 40 49 40 31 52 60 122 294 5700 410 35 33 124 146
internal_value=0.000266014 0.000481757 -0.0122561 -0.00248427 0.0343003 0.000741626 0.000814688 -0.0091297 0.0121874 0.000745235 -0.000450334 -0.000354029 0.00281563 0.00716533 0.0055524 0.0282173 -0.00774079 0.00115079 -0.00663947 0.00232901 0.0114197 -0.012112 -0.0189704 -0.00200967 0.00148825 -0.0288454 0.0186605 0.0174679 0.0337209 0.00844694 0.0094644 0.00801327 0.00631944 0.0161959 -0.0028445 0.00218932 -0.000584602 0.00829121 -0.00864796 -0.00810196 0.0202402 0.0338032 0.000990682 0.00638243 0.0248475 0.00511982 0.0215151 -0.0247095 -0.00848488 0.000770461 -0.00173835 0.0201676 1.7898e-06 0.00106808 0.0157597 0.0243429 -0.00346239 0.000548773 -0.00734794 0.0211768 0.00134512 0.00115726 -0.0121078
internal_weight=3897.5 3872.98 77.4337 49.9409 7.6417 3795.54 3787.97 42.2992 14.3221 3781.02 2396.9 2391.65 1384.12 383.127 355.862 27.265 63.6319 1000.99 131.504 869.486 30.5825 100.921 69.7045 25.6498 823.739 44.0547 33.0504 45.7473 19.7508 292.23 282.806 265.276 245.527 72.3984 30.8615 173.129 154.245 73.4236 80.8216 30.9552 42.4683 25.5375 50.5101 43.8822 18.8834 25.9965 23.8015 30.3115 16.8986 790.689 11.518 7.02292 2321.55 1775.15 60.6038 45.7956 546.398 1714.55 157.066 22.461 1557.48 1551.55 134.605
internal_count=15849 14673 897 502 60 13776 13639 442 141 13611 9267 9245 4344 1199 1115 84 200 3145 409 2736 95 314 217 78 2592 139 106 144 63 915 884 830 769 222 96 547 487 235 252 99 136 82 157 135 60 81 73 95 54 2486 118 69 8937 6713 213 153 2224 6500 643 87 5857 5824 556
is_linear=0
shrinkage=0.05


Tree=153
num_leaves=64
num_cat=0
split_feature=73 65 65 2 65 31 2 39 71 8 36 31 35 56 60 4 6 29 22 3 37 72 28 69 55 7 31 73 51 5 21 11 71 27 37 66 40 27 26 4 31 70 26 31 71 29 19 28 31 27 44 4 29 55 3 38 37 4 28 6 27 13 59
split_gain=14.2775 9.90364 7.71624 4.48421 4.30762 4.87795 5.7582 4.5412 5.95121 4.57555 4.21277 4.17951 4.99514 3.9441 3.937 4.77199 3.74859 3.64174 6.59252 5.12948 4.68023 4.6714 5.57559 4.43246 7.00753 4.13433 3.48863 3.45007 3.34339 4.61349 3.34222 5.60161 4.06361 3.29115 5.32973 5.24314 5.72736 3.43305 6.68153 5.00251 4.11636 5.90754 4.29942 6.34482 4.83712 4.1147 3.71965 5.58719 5.44322 5.12056 4.26385 4.28299 5.23419 4.03498 4.16073 3.80085 4.23244 3.73327 4.15315 3.8154 3.5781 5.01288 4.17818
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 -323.73913880835715 -0.055749385749385698 0.12376043200785466 95.709647758296697 0.3219164825139928 0.31416666666666671 2.183333333333334 6.7750000000000012 0.10848043336135237 3.1550000000000007 2.4450000000000007 0.073091751428731713 1620.5211915312914 1488.3471689440173 4.0500000000000007 0.2678571428571429 1468.644700709327 0.45170424360162476 -0.034166666666666547 3.4722222222222228 0.81000000000000016 2.0150000000000001 9.4473065836652967 0.11846978557504871 1.5000000000000002 1.4150000000000003 1481.5483466785229 0.18333333333333332 1.3785714285714288 0.042083333333333257 0.4141428571428572 0.63620845679575699 2.1012820512820514 2.5250000000000004 0.54316666666666669 0.56707142857142878 1722.5971875696814 0.25087412587412594 0.13749999999999998 0.54211111111111121 0.22394029850746269 -0.0087499999999999488 2.7638888888888893 2.5000000000000004 3.9500000000000006 0.21545092838196286 0.56816666666666682 7.3950000000000005 1563.933801333065 5.4722222222222232 1.5350000000000004 1523.3798400296134 0.29249447449339377 0.25541636560960751 1640.8713698562715 3.683333333333334 1533.0744076119322 0.4741428571428572 0.45000000000000007 2.6364747387384928
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 27 5 6 7 9 14 17 -6 30 -13 28 16 -16 -9 19 -19 21 -20 22 -5 25 -25 -21 -14 -3 33 -30 31 -8 -32 34 35 -7 -37 38 39 40 42 45 43 -35 -45 -42 47 53 50 -50 -49 -52 -53 54 -39 56 -55 58 -48 -60 62 -62 -40
right_child=1 2 -4 4 10 13 11 8 -10 -11 -12 12 26 -15 15 -17 -18 18 20 23 -22 -23 -24 24 -26 -27 -28 -29 29 -31 32 -33 -34 37 -36 36 -38 46 60 -41 41 -43 -44 44 -46 -47 57 48 49 -51 51 52 -54 55 -56 -57 -58 -59 59 -61 61 -63 -64
leaf_value=-0.033928938108869718 -0.036903523990144196 0.012863187967200705 0.036246645972839261 0.032761147154848923 0.0012773775945361544 0.037752389060884239 0.019401358691099324 -0.0026035930898837723 0.032099896862542429 -0.042947400813033484 0.011049914039047495 0.012862720555268041 -0.011018607808748899 0.028633463121631036 -0.017415117610922827 0.020915760983160687 -0.037801893157183054 0.043613007927066134 0.02017165401352795 -0.02078923076850998 -0.022431655531094663 -0.038681085105029295 -0.023800816161549866 0.058243207326455319 -0.011295283873381579 0.01672223897696893 -0.052722181128285805 -0.023985472188407131 0.053533299368544188 0.0065874034094692462 0.021654910941455493 -0.037302237313107348 -0.0087578587410055107 0.001711527252897172 -0.051371188750570063 -0.0017760801703559732 -0.040189402770565423 -0.031562338734366362 0.021924467339772494 -0.036845288568715995 0.0051831129408944215 0.026135088230673356 -0.012807097414444583 0.0052998927431278479 0.052503371585519792 -0.043360578975248622 -0.012415910890091232 -0.038606070056572878 -0.028238251593045612 0.028495588575100775 -0.029474335988900764 0.040296976307693681 -0.023765262839877996 -0.0041609451824823306 0.014504382246735798 -0.012967777266295503 0.045314835993134323 -0.014203423891509311 0.0089366406619979018 0.043356124857841856 0.026750374772801778 -0.016466445779417652 -0.014368977865354971
leaf_weight=30.422483308240771 17.678107142448425 7.9932613223791114 15.125522434711455 6.7672442197799709 2899.0422239750624 5.9788917750120154 8.3317569494247454 9.3925015181303007 5.773627132177352 7.1848351061344138 114.63989719003439 12.782427445054052 13.389218129217626 12.012949645519255 64.249314427375793 9.294348329305647 38.860418573021889 11.015855148434637 12.079217791557314 19.910107582807544 13.824143812060354 19.077470973134041 12.232728078961371 7.9053724408149701 6.6877551227807999 11.639623716473578 8.0176168233156186 30.940192617475986 6.2353180646896353 32.565006017684937 47.040580339729786 9.1261444911360723 14.329184658825396 361.2975357323885 7.5046251863241187 37.301976427435875 13.115305133163927 12.881440281867983 13.645480200648306 9.2288307696580869 5.9963365197181764 5.9104406088590613 46.522652424871922 10.571554072201254 11.152936816215513 16.048365741968155 15.333526283502577 32.188824839890003 6.5640342608094242 10.091801241040228 15.798562191426756 6.6245767623186094 6.1472315937280655 6.7209777012467447 7.9123023152351371 8.2911561354994756 12.113229244947432 22.6522226780653 30.408509768545628 10.950933299958704 53.60368574410677 7.6701133549213401 18.932344697415829
leaf_count=1176 196 34 179 21 9208 19 26 34 19 23 631 39 47 39 224 32 148 33 39 63 43 60 39 24 21 35 25 203 20 102 160 29 45 1191 25 119 50 50 43 34 21 21 155 36 35 57 60 118 23 32 56 22 23 33 27 31 39 100 107 41 172 25 67
internal_value=0.000204447 0.000444029 0.00059698 0.000471624 0.000625911 -0.0018432 -0.00666936 -0.0108207 -0.0175012 -0.00417957 0.00164912 0.00273028 -0.0118698 0.00018007 -0.0198525 -0.0125709 -0.0309505 -0.00188023 0.0112135 -0.00762007 -0.00256494 -0.0212037 -0.00365507 0.00358926 0.026375 -0.00695015 -0.0266381 -0.0164202 -0.000213737 0.0141317 0.00906266 -0.0102405 0.0145539 -0.00088503 -0.0117863 -0.00651871 -0.0117687 2.52465e-05 0.00204884 -0.000398969 0.000336237 -0.0182548 0.00154616 0.00328954 0.0295333 -0.0301563 -0.00551702 -0.01088 -0.0191857 0.00613689 -0.0261273 -0.0120682 0.00946302 0.00253803 -0.0140333 0.0152413 0.0276594 0.00295445 0.00981004 0.01805 0.0142219 0.0213406 0.000832819
internal_weight=4364.73 4334.3 4316.63 4301.5 4262.57 1248.89 368.911 255.895 127.57 128.324 3013.68 113.017 34.1893 879.974 121.797 73.5437 48.2529 121.14 36.9192 84.2203 25.9034 38.0774 19 46.1429 14.5931 31.5497 21.4068 38.9335 867.961 38.8003 78.8277 17.4579 61.3698 829.16 63.9008 56.3962 50.4173 765.26 560.58 466.729 457.5 27.9551 429.545 383.022 21.7245 22.0447 204.679 125.334 77.415 16.6558 60.7592 28.5704 12.7718 47.9191 20.7937 27.1254 18.8342 79.3452 56.693 41.3594 93.8516 61.2738 32.5778
internal_count=15849 14673 14477 14298 14061 4222 1229 858 457 401 9839 371 111 2993 438 256 182 378 115 263 82 120 60 143 45 98 72 237 2954 122 260 55 205 2832 213 188 169 2619 1857 1550 1516 99 1417 1262 71 78 762 454 274 55 219 101 45 180 77 103 72 308 208 148 307 197 110
is_linear=0
shrinkage=0.05


Tree=154
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 3 27 3 39 0 36 4 11 64 9 0 0 35 4 4 0 18 22 74 71 38 9 7 64 70 40 11 55 0 38 3 64 3 40 15 11 29 17 72 27 42 22 55 15 49 7 8 4 21 47 4 5 26 10 41
split_gain=26.4191 67.9517 23.5057 75.6747 13.2693 25.3909 3.63078 3.53102 2.14329 4.17288 2.48185 5.26598 4.29761 3.6044 3.5858 3.27531 5.20685 4.58617 3.10244 3.0117 3.78179 3.12023 4.17529 2.50239 2.38784 2.20742 2.12289 4.03247 3.7491 3.66513 3.68256 4.02168 4.25405 4.61362 4.55895 4.7419 4.3053 3.938 3.61987 3.61411 3.16029 3.15662 3.07727 3.41153 3.07659 5.24373 6.9669 5.98154 7.79364 5.84919 4.44396 4.90318 5.58285 8.50881 4.98667 3.86478 4.29989 3.84041 3.45571 3.44862 4.73471 4.74157 4.59335
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 1650.0917029837235 0.45050000000000007 1556.1046149920392 0.29153941281344137 1616.9617780823348 2.2850000000000006 1471.3976337786305 0.93095238095238109 0.040156249999999956 0.96666666666666667 1420.716982321567 1481.3058989381846 2.8650000000000007 1509.6131091244472 1436.0860986558603 1628.2706655624754 1.0000000180025095e-35 0.18333333333333332 1.5000000000000002 -0.35833333333333328 0.20637070574773184 0.51666666666666672 35.65495551857942 0.010646853146853102 -0.11666666666666663 3.0250000000000004 1.2583333333333335 1.5450000000000002 1557.404777661169 0.29617058494888432 1496.6690030271936 0.025756578947368405 1401.8914273326786 3.5050000000000003 0.90000000000000013 1.3095238095238098 3.8660714285714293 1.0000000180025095e-35 0.17416666666666666 0.53585714285714292 3.4050000000000007 0.69047619047619058 1.8950000000000002 0.90000000000000013 2.1850000000000005 14.239369247726019 1.1833333333333336 1585.3795366487896 0.4642857142857143 2.5050000000000003 1504.4299861367565 1546.0473982788512 0.59050000000000014 1.9309523809523812 2.5050000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 26 -4 -5 -6 8 -8 10 -10 12 14 15 -13 -12 17 18 -7 25 20 -20 22 -21 -16 -19 -17 44 38 39 -30 31 32 33 34 35 -31 40 -36 -28 -29 -34 -35 43 -33 45 47 49 55 -49 50 51 52 -47 54 -54 -3 -57 59 -53 60 62 -62 -46
right_child=1 2 3 4 5 6 7 -9 9 -11 11 13 -14 -15 23 16 -18 24 19 21 -22 -23 -24 -25 -26 -27 27 28 29 30 -32 42 36 41 37 -37 -38 -39 -40 -41 -42 -43 -44 -45 57 46 -48 48 -50 -51 -52 58 53 -55 -56 56 -58 -59 -60 -61 61 -63 -64
leaf_value=0.034390931095627415 -0.034593873374427403 -2.1414970690218755e-06 -0.034632910542732598 0.0042229490774549757 -0.034687355745425745 0.052703071223255432 -0.034739917502207403 -0.00080012402909095625 0.022929190062487843 -0.032813931674990915 -0.037421404385228306 0.017836687556213111 -0.031483744185039596 0.060332648731342142 -0.01090170730145245 -0.043019479121504917 -0.036654407266324608 -0.010812147507361716 -0.0041805330044666555 -0.018900535102596296 0.039890990372538029 -0.018847241870791953 0.034481759401629758 0.03838425797480223 0.025086831370064733 -0.0019655950891654993 0.043134138266074928 -0.044431348854662128 -0.018422281727411276 0.045912824644948835 0.041104489285103601 0.015714769771522943 0.005042637926075802 -0.043444158438978017 0.020747607392459469 0.0015768522507452858 -0.014276736995826426 -0.024209004619433296 0.0084884572687807906 0.0082186498892184417 0.032611029349309748 0.0021205065069795212 -0.020077439196616351 -0.014519335773419262 0.0055280412048648976 -0.024647286789177748 -0.034912048800327729 0.046330497885255451 -0.0056033970306835343 0.033229764728667836 -0.028983439211758184 0.040340814240977095 -7.7809426564643471e-05 -0.03086402343366261 0.044106262368822882 0.035438246421244629 -0.010012945948488266 0.03424908850662798 -0.00066338485837181334 0.021810080429752753 0.0014196775802354919 -0.031787966718360025 0.037902337098893832
leaf_weight=52.578355755656958 145.69182236213237 218.11321869492531 178.05024787317961 731.94572394713759 69.920507180504501 7.4881685897707966 13.233717941679062 18.206455804407597 5.0124215036630622 10.167592748999594 5.7370408251881626 15.330706693232061 9.0827135890722257 7.3973805531859389 5.5791259855031949 5.0665330290794364 8.9707676544785482 9.6901078075170535 7.5630111992359188 5.8776761740446117 13.65848848223686 12.933523118495939 9.7211962044239026 4.7836426794528961 8.874309763312338 9.2561571300029737 15.607683815062048 6.7679491341114026 11.870882637798784 13.774056643247606 9.1815960407257062 26.777888059616089 13.324459850788115 7.3422418534755689 8.3015417754650116 10.728091210126875 7.2268973886966696 11.787988685071468 14.584457710385321 6.2875411659479141 47.290744841098785 7.8811223208904266 17.067280434072018 14.319772183895109 560.12461912631989 28.914016127586365 19.594563156366348 18.189927339553837 11.982964307069777 10.334205538034437 17.768203184008598 10.255311831831934 13.564714521169664 11.616078317165373 12.066307947039602 16.494356334209446 7.6018784642219535 12.024163812398909 10.29805153608322 31.72226120531559 30.323785349726677 16.652636542916298 11.175018623471258
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internal_value=-0.000703697 -0.00140313 0.000536953 -0.00461062 0.000759038 -0.00886108 0.000464841 -0.015086 0.00347932 -0.0144076 0.00532629 0.0161703 0.00143426 0.031668 -0.00570774 0.00445126 -0.000977269 0.019672 0.00401756 0.00992052 0.0241846 -0.000688639 0.0143672 0.0118496 0.00634857 -0.0164881 0.00511709 0.00926373 0.00691148 0.00855144 0.0101935 0.00866614 0.0136313 0.0039107 0.0120243 0.0265006 0.0222018 -0.00563171 0.0263984 -0.019075 0.0265509 -0.0198554 -0.00223111 0.00518022 0.0041467 0.000724525 -0.00735665 0.00471231 0.0257053 -0.00265406 -0.00620327 -0.00153551 -0.0081623 0.0046346 0.0207227 0.00209714 0.0210993 0.00624953 0.0197961 0.00573157 0.00490662 -0.0103521 0.0061613
internal_weight=2690.76 2638.18 2492.49 1173.55 995.497 263.551 193.631 31.4402 162.191 15.18 147.011 38.8279 108.183 22.7281 16.0998 99.0999 73.0474 26.0526 64.0766 49.7539 21.2215 28.5324 15.5989 10.3628 18.5644 14.3227 1318.94 250.122 219.93 206.875 195.004 185.822 127.657 59.815 44.5917 24.5021 67.8421 20.0895 30.1921 13.0555 60.6152 15.2234 58.1649 41.0977 1068.82 406.794 134.411 272.382 30.1729 114.817 104.483 86.7145 66.1611 37.2471 25.631 242.209 24.0962 662.022 20.5534 649.998 618.276 46.9764 571.3
internal_count=15849 14673 11844 8083 4675 2286 966 351 615 68 547 149 398 80 69 357 268 89 225 173 69 104 58 43 64 52 3761 717 630 582 548 520 355 166 124 68 189 56 87 48 169 42 165 115 3044 1163 387 776 86 330 301 249 190 105 72 690 67 1881 59 1848 1751 140 1611
is_linear=0
shrinkage=0.05


Tree=155
num_leaves=64
num_cat=0
split_feature=73 42 30 35 44 7 70 2 27 18 72 34 25 48 28 31 65 44 65 49 27 27 34 48 71 20 5 65 70 8 20 11 6 35 30 11 66 3 31 1 70 10 3 0 69 50 31 69 66 3 10 69 6 65 71 28 71 3 64 1 2 28 27
split_gain=10.709 4.73158 6.03989 3.55799 3.40649 3.99378 3.71987 3.36701 3.35251 3.7564 7.98568 7.83844 6.29585 5.13726 3.49493 6.02317 3.34118 3.0425 3.10494 3.67812 3.51144 4.66952 3.87738 5.20665 2.96318 2.9365 5.37801 3.69197 4.60097 3.41216 5.0369 5.58101 5.35081 4.29342 3.11254 4.49454 4.73487 3.94045 6.8308 4.53818 6.49791 4.43814 3.87994 5.07322 4.21571 3.80528 3.75649 3.66924 3.59491 5.32214 3.55235 3.98798 5.09831 3.42525 4.33568 4.22236 4.75548 5.17458 6.71364 6.18656 5.3844 10.4837 6.97892
threshold=1.0000000180025095e-35 5.4650000000000007 0.20554346434515428 4.9450000000000012 12.025000000000002 -43.240588920724456 -0.20541666666666661 314.99668621882569 0.5221111111111113 1.0000000180025095e-35 -0.20291666666666666 1.2150000000000001 0.43650793650793651 2.7850000000000006 7.154761904761906 0.17843300110741969 0.91500000000000015 11.775000000000002 -0.40272017837235224 2.4450000000000007 0.4026785714285715 0.41881944444444447 1.4350000000000003 1.7750000000000001 0.13166666666666668 5.5000000000000009 1482.8841363283057 -0.035555555555555597 0.063749999999999959 2.8619047619047624 2.5000000000000004 2.183333333333334 1514.5815988564252 4.1050000000000013 0.11915683704674526 2.8777777777777782 2.7905701754385968 1521.4705981684144 0.18773496240601503 1452.4017099226951 -0.31499999999999989 0.79285714285714304 1490.531599183932 1458.9008212202345 0.23000000000000001 1.4550000000000003 0.14239631336405525 0.59000000000000008 2.8793939393939398 1405.7037078419291 0.37857142857142861 0.67000000000000015 1480.6965684764089 0.017254901960784254 0.40625000000000006 4.0500000000000007 0.089166666666666658 1458.8207892649018 0.014558823529411702 1704.3935490644774 -41.371570947695197 3.7071428571428573 0.41050000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 7 -6 -7 16 9 10 -3 13 -13 -12 17 -16 25 18 -11 -20 -21 -22 23 -23 -10 29 -27 28 -28 34 31 33 -32 -31 35 36 45 39 -39 40 -38 -41 43 44 -43 50 -45 -40 -42 -50 51 52 -2 55 -55 56 -36 58 -58 60 -59 62 -62
right_child=1 2 -4 -5 5 6 -8 -9 24 14 11 12 -14 -15 15 -17 -18 -19 19 20 21 22 -24 -25 -26 26 27 -29 -30 30 32 -33 -34 -35 53 -37 37 38 47 41 48 42 -44 46 -46 -47 -48 -49 49 -51 -52 -53 -54 54 -56 -57 57 59 -60 -61 61 -63 -64
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leaf_weight=22.973223293200135 5.4223720729351106 13.956737428903578 37.848179956898093 38.526241421699524 3.4616059362888363 9.5584585219621712 16.282120235264298 13.630681995302437 16.768863769248131 3.3400578871369353 5.7237544953823116 5.1322520375251752 6.9040031135082245 1.7479671090841291 3.4932832270860663 2.2472478188574314 6.1877537947148076 4.084294067695736 34.038377152755857 6.5621248856186858 3.3415807709097889 16.986789293587215 4.6258116215467444 4.3723387345671645 4.6481860727071753 9.4973908215761167 9.4665658026933652 32.696851655840874 6.3247014433145514 73.465703368186951 6.7620447874069196 7.4373650923371306 5.1185751408338547 4.4515715986490241 601.43247906118631 11.982498750090597 7.6029207706451407 27.013703212141991 5.7799865752458555 11.242117390036581 6.0341506004333523 7.2288076430559149 24.252572864294052 4.7366067022085216 42.566865727305412 10.134334221482275 18.091487891972065 6.2185577750205994 10.279601350426676 11.765836678445337 701.77756857872009 8.5068982392549497 16.739739999175072 563.44335605949163 7.3294056691229335 1062.3219565600157 99.913287073373795 79.463038206100464 7.0132644623517981 10.183242604136465 7.2955295741558066 21.038024380803108 48.830525919795036
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internal_weight=3887.3 3864.33 175.822 3688.51 3649.98 29.3022 25.8406 3620.68 137.974 116.557 33.4647 19.508 12.0363 7.47172 83.0919 5.74053 3607.05 77.3514 73.2671 69.927 35.8886 29.3265 25.9849 21.3591 21.417 3600.86 57.9855 48.4881 15.7913 3542.88 97.2353 85.3546 11.8806 77.9173 3445.64 937.377 925.394 182.813 39.0122 143.801 35.6825 108.118 96.8763 72.6238 49.7957 742.581 22.8281 11.9985 28.0796 22.0454 732.447 30.669 22.1621 2508.26 570.773 1937.49 875.169 273.737 106.927 166.81 156.627 77.1641 56.1261
internal_count=15849 14673 1424 13249 13073 114 102 12959 1064 895 235 132 58 74 660 60 12867 600 566 552 204 166 149 131 169 12747 210 177 55 12537 393 346 47 317 12144 3239 3189 638 145 493 125 368 327 243 164 2551 79 44 98 78 2511 117 85 8905 2213 6692 2889 888 347 541 506 255 186
is_linear=0
shrinkage=0.05


Tree=156
num_leaves=64
num_cat=0
split_feature=73 65 65 34 4 27 9 70 52 3 8 5 65 29 8 70 28 1 52 69 64 6 71 71 1 64 36 70 1 4 35 1 71 38 52 28 31 65 70 4 73 56 2 30 3 70 40 2 23 1 64 1 1 30 71 42 25 66 29 71 10 69 30
split_gain=13.3343 9.51017 7.30617 4.21312 4.63918 3.97591 3.94381 5.72385 5.68584 5.3296 3.52043 4.74272 3.47956 4.04262 5.72963 4.06231 3.80257 4.20686 4.52453 4.54286 3.68154 4.23425 5.69415 5.67909 4.15096 4.28003 3.82825 3.4736 3.443 5.47315 3.77822 3.43445 7.2899 5.29712 5.33031 5.29477 4.84729 4.62591 6.43681 4.25194 4.32133 4.16467 4.91174 4.81533 5.59349 4.5703 3.87493 5.85247 3.84656 3.76488 3.74367 4.55284 4.84886 5.24355 4.54841 4.43638 7.70668 4.51394 4.41369 5.49187 4.96121 5.73209 5.62449
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 3.1450000000000005 1499.3349696477442 0.54527777777777786 0.96666666666666667 -0.12291666666666663 2.3250000000000006 1458.8207892649018 0.57738095238095244 1489.2242865390033 0.0049530956848029507 6.8166666666666673 1.3452380952380956 0.16624999999999998 1.9500000000000002 1498.8636380705573 2.3050000000000002 0.33000000000000007 0.069374999999999964 1529.1071387759557 -0.29416666666666658 -0.14166666666666664 1655.7886895099134 0.028012820512820454 2.1850000000000005 -0.12291666666666663 1767.6845169171197 1751.5454524854242 3.2550000000000003 1420.4203074930117 -0.32874999999999993 0.21663580121928758 3.6550000000000007 3.7071428571428573 0.24353400222965438 0.041481481481481355 -0.04708333333333329 1608.3664285654288 1.5000000000000002 1.635 -17.433294999959568 0.12287891860799537 1418.8544620279927 -0.3241666666666666 2.1950000000000007 238.88088289974965 3.8660714285714293 1606.2962638895242 0.011458333333333301 1478.2835589767419 1507.5609976926205 0.18153409090909092 0.0062499999999999509 4.2750000000000012 0.38750000000000007 2.4396802325581399 4.3166666666666673 0.13541666666666669 0.93095238095238109 0.51000000000000012 0.18993670886075953
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 -4 4 5 10 7 8 9 -11 -12 -13 13 14 15 -17 28 -19 -20 -21 -22 22 23 24 25 -27 -28 -29 29 -31 -32 32 33 35 -36 49 -38 41 -40 40 -42 43 -44 44 46 -47 -48 -49 -50 -51 58 52 53 54 -56 56 -58 -59 59 -61 61 62 -64
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leaf_count=1176 196 20 179 38 479 44 133 27 23 34 625 34 29 35 42 22 8986 89 26 22 279 23 22 24 42 41 33 35 133 27 20 280 128 573 38 42 27 20 25 24 56 19 278 44 80 47 53 24 43 80 30 147 247 29 43 23 32 150 123 68 79 36 23
internal_value=0.00019594 0.00042068 0.000568499 0.00044912 -0.00502465 -0.00807842 0.00666406 0.0114931 0.0300336 0.0129105 -0.00269025 0.0180706 0.000897491 0.00335823 -0.0148429 0.00176198 6.29961e-06 -0.0126298 -0.000543669 -0.0114922 0.00388474 0.0030821 -0.0100324 -0.00408135 -0.0108802 -0.00364678 0.00879401 -0.0253629 0.000264647 -0.0135343 -0.0212306 0.00392609 0.00547569 0.00340433 0.0223447 0.00226606 0.0177282 -0.00224037 0.0223484 0.00856115 -0.0102949 -0.00484673 0.00288428 -0.0131009 -0.00573708 -0.0338182 -0.0141445 -0.00216761 0.0209411 -0.00136292 -0.00276299 0.000814331 -0.00428971 0.00178579 0.0227878 0.0103953 -0.0124059 0.016408 -0.010426 -0.0198723 0.000324343 0.00764999 -0.0133914
internal_weight=4351.64 4323.13 4306.02 4291.61 324.922 257.617 67.3045 58.0616 24.2452 16.1623 147.004 17.929 3966.68 1054.64 29.6499 18.8766 2912.05 58.3443 32.228 24.0233 1024.99 956.374 57.8262 50.5534 43.4088 35.614 23.5053 17.0745 2853.7 44.5001 37.3122 898.548 718.095 614.252 34.8224 579.429 103.843 180.453 17.2945 211.883 26.2 163.159 84.2494 78.9096 58.2168 20.6928 44.9803 26.9982 95.4036 367.547 341.413 232.756 151.857 103.841 23.1064 80.8985 16.8815 64.017 108.657 57.8366 50.8207 41.6601 18.2151
internal_count=15849 14673 14477 14298 1437 1182 255 217 84 57 703 78 12861 3503 99 64 9358 192 103 77 3404 3125 185 162 140 116 75 55 9166 180 153 2940 2321 1971 166 1805 350 619 54 653 80 565 298 267 201 66 157 104 323 1152 1072 713 466 319 72 247 55 192 359 191 168 138 59
is_linear=0
shrinkage=0.05


Tree=157
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 28 28 19 71 48 14 22 48 1 3 12 64 2 42 71 71 26 8 10 47 3 65 64 36 41 11 55 60 18 74 70 13 70 29 72 72 31 44 31 48 30 5 60 12 65 70 29 48 59 31 29 10 31 27 60
split_gain=24.617 65.7013 22.0283 73.3636 12.5177 24.6825 3.42238 3.46327 2.09001 3.01632 3.79582 3.24655 3.12769 2.59404 4.57625 5.89026 5.08803 4.28866 4.21332 3.58514 3.61969 3.48679 3.46719 3.26833 4.13803 3.56082 4.0014 3.05274 3.05431 3.46816 3.17383 3.21377 2.83167 2.80461 2.79059 2.51918 2.92667 2.48669 3.56232 2.97732 4.82336 4.51883 4.58024 4.30584 6.9349 4.61416 3.69501 5.14606 4.3701 6.72944 6.58042 5.28054 5.00425 3.66171 3.29787 3.59871 3.25486 3.71859 3.15209 3.11069 3.09689 3.09322 2.89308
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 8.0500000000000025 7.1055555555555561 1.0000000180025095e-35 0.055416666666666607 2.7350000000000008 0.90000000000000013 0.23611111111111113 1.8750000000000002 1579.6491734262988 1505.2285093986425 0.36666666666666675 0.028012820512820454 226.60260049207048 3.7450000000000006 -0.0087499999999999488 -0.46291666666666659 0.42950000000000005 1.0333333333333337 1.591666666666667 1.9350000000000003 1541.7427650621562 -0.069074074074074038 0.0175478468899521 2.7850000000000006 1.9450000000000001 1.0333333333333337 2.1050000000000004 0.066073294521570361 2.5000000000000004 1.0000000180025095e-35 0.0062499999999999006 0.22500000000000003 -0.21499999999999994 5.0500000000000007 -0.084583333333333274 -0.16624999999999993 0.17157287157287157 5.455000000000001 0.10848043336135237 1.6850000000000003 0.18482827913774202 1490.7160068043447 0.079924068825888761 0.55000000000000016 -0.20285714285714282 -0.066249999999999934 3.2928571428571431 2.1350000000000002 2.8186716689095852 0.14239631336405525 2.9500000000000006 1.7928571428571431 0.17479122818928641 0.50472222222222241 0.078096924372835913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 8 -6 -7 -8 9 12 -11 -12 13 19 17 27 -17 22 35 20 34 -22 -15 -21 -25 26 -26 28 29 -16 31 -31 -20 -30 37 36 -19 38 -5 46 56 42 43 44 45 -42 47 53 49 50 52 54 -48 -39 -51 -56 -41 -58 -44 -43 -53 -50 -60
right_child=1 2 3 4 5 6 7 -9 -10 10 11 -13 -14 14 15 16 -18 18 32 23 21 -23 -24 24 25 -27 -28 -29 33 30 -32 -33 -34 -35 -36 -37 -38 39 -40 40 41 59 58 -45 -46 -47 48 -49 61 51 -52 60 -54 -55 55 -57 57 -59 62 -61 -62 -63 -64
leaf_value=0.034321152288667001 -0.034549940725267549 0.0049767141370271962 -0.034587866435866151 -0.020685352276489738 -0.034640709873927526 0.003379918371500912 -0.034690230470686319 -0.00073544941348234461 -0.025302552841967297 0.058536310297814226 -0.022845773173259587 0.033376201584055458 -0.02139254650753164 0.020017696523559655 0.047972313694936444 -0.03026119958025987 0.015018547151959397 0.0089206400706298046 -0.013931236798874567 0.032228696063489319 -0.0072472933685970731 0.045535725526716329 -0.015919872799673298 0.024979111775511542 0.02826479785605901 -0.02209534116050791 -0.018793781449386031 -0.02075696289242825 -0.028797803489759397 -0.0097113606690639922 0.037487844829594399 0.030229140207685613 0.029647988135209531 0.01123423869402925 -0.025360671988196571 0.065992054987084867 0.055175262141832396 -0.011768575951459255 0.013900087522940511 -0.0033097269007986083 -0.0075989277126531658 0.035954464182660344 0.019282809699981432 0.046623237308300869 -0.041121761292338112 0.045729398010189888 -0.022642398697992904 -0.035870881545475616 0.011993020551126306 0.022852307236714692 0.046791501802254401 0.047382050000654749 0.018551281867376045 0.022082561417388999 -0.015714462380276371 0.020686380747747118 -0.00299088457377525 -0.048288756404999758 -0.00073296390001568459 0.005055025048376514 0.00057300270127871096 0.040315213024916322 -0.024741790018586059
leaf_weight=49.309217218309641 140.90909265354276 1317.3924503847957 172.20676639862359 22.211404785513878 67.624697051011026 161.85799611359835 12.794552045874299 18.181041168048978 5.9888201020658007 5.7044447958469418 4.7199930623173696 5.6311388686299324 12.042473603039978 16.228544104844335 9.841962665319441 19.722923833876852 9.0513950586318952 6.9918641671538371 6.5760019123554221 4.8339815847575656 4.5721289962530127 9.9112862646579725 11.444554422050713 7.4354393705725661 8.8439324945211428 44.398537151515484 9.2334736511111242 6.8632260560989371 6.4773122444748905 14.99291341006756 10.046366386115549 7.5842120498418799 8.6054852753877622 13.481375612318514 8.2356545627117139 8.6694571077823621 6.6939228549599648 15.885998517274858 11.199518308043478 34.879061758518219 7.4935534596443274 17.51428796350956 8.8375939130783063 8.1817984879016858 6.1238781660795203 8.8425653129816038 9.1607170104980451 9.9830504134297353 18.368758276104927 8.1140972822904569 17.033930748701096 7.847263574600218 37.769524708390236 16.069927245378494 53.281454548239708 7.7815578505396834 7.8258530646562603 10.760066673159598 24.362543135881424 15.225999891757963 6.4278885424137115 20.288337826728821 25.873006463050842
leaf_count=1176 2829 3761 3408 70 1320 615 244 107 29 20 20 20 69 51 28 80 29 22 22 16 17 35 38 22 28 167 33 21 22 47 32 23 33 44 27 26 20 49 34 110 24 52 27 23 20 25 28 34 55 25 48 22 112 48 167 25 24 35 78 48 21 59 85
internal_value=-0.000679793 -0.00133774 0.000547631 -0.00446154 0.000764965 -0.00864905 0.000465944 -0.0147606 0.00411387 0.00435647 0.0257874 0.00773965 0.00387193 0.00430776 0.00982408 0.00299792 -0.0160178 0.0200892 0.0310989 0.00262368 0.00427378 0.0288732 0.00515527 -0.00753274 -0.010282 -0.0144785 0.00422849 0.0108949 0.0143749 0.0219572 0.0141088 0.00370564 0.0107712 -0.0017576 0.00347418 0.0449034 0.0315445 0.00401717 -0.00909213 0.0051015 0.000214414 0.00568499 -0.000117352 0.0155689 0.00425635 0.0212671 0.00887206 -0.00453495 0.0118939 0.00796999 0.0201722 -0.00138269 0.0105103 0.00525441 -0.00709615 -0.0110757 -0.0123153 -0.0292155 -0.00825397 0.0215846 0.0263046 0.0268573 -0.0130983
internal_weight=2672.44 2623.13 2482.22 1164.83 992.625 260.458 192.834 30.9756 732.166 726.178 16.0556 10.3511 710.122 698.08 163.272 98.0617 28.7743 65.2098 37.5367 534.808 460.063 14.4834 27.6731 74.7454 69.9114 62.4759 18.0774 69.2874 62.4241 42.4655 32.6235 22.5771 15.1815 19.9587 445.579 22.3552 13.6858 437.344 33.4109 403.933 175.92 122.455 89.7149 30.6418 22.46 16.3361 228.013 41.939 186.074 147.416 63.9642 83.4523 46.9302 31.9559 69.1771 61.063 53.465 18.5859 59.0731 32.7403 14.2752 38.6571 50.2355
internal_count=15849 14673 11844 8083 4675 2286 966 351 2389 2360 60 40 2300 2231 538 326 109 212 123 1693 1427 52 89 266 250 228 61 217 196 130 102 70 55 66 1375 68 42 1348 104 1244 551 382 282 92 69 49 693 131 562 448 188 260 140 97 217 192 169 59 190 100 43 114 163
is_linear=0
shrinkage=0.05


Tree=158
num_leaves=64
num_cat=0
split_feature=73 36 8 52 9 11 5 60 25 66 10 29 8 40 11 52 42 26 15 44 31 1 36 35 60 11 1 27 60 19 14 70 71 18 6 40 37 5 3 69 0 3 19 59 29 31 60 70 31 3 2 22 64 3 48 48 72 8 0 10 2 39 46
split_gain=10.0063 4.52179 3.89898 4.23888 3.89421 3.8117 6.63453 4.52618 4.8602 3.61117 3.58223 3.47164 3.42684 3.27664 4.22739 8.10547 7.29807 6.17795 7.77676 6.74611 4.34123 4.15827 4.96291 4.96153 4.94241 4.73556 4.94635 4.56148 4.39187 4.31718 8.13947 5.5974 5.05163 4.15478 6.26193 4.11165 3.81055 3.85037 5.17215 3.62513 3.53368 5.45675 3.63726 5.63107 3.44561 3.36427 3.31423 3.27316 3.22768 7.70115 5.96713 7.47265 4.22945 3.83674 6.8853 10.3635 3.80471 3.35016 3.21481 3.20052 3.60251 5.43318 4.01687
threshold=1.0000000180025095e-35 2.8250000000000006 2.7817460317460321 2.8950000000000005 1.3785714285714288 2.3095238095238098 1467.9882103035229 0.054411350449050759 0.5277777777777779 2.5370879120879124 1.7928571428571431 4.2928571428571436 0.27619047619047621 1.9350000000000003 1.8452380952380951 4.5950000000000006 6.1850000000000014 0.60645833333333343 0.70833333333333337 10.325000000000001 0.23693957115009742 1505.9182100343285 4.995000000000001 3.6150000000000007 0.057088340494627111 1.6904761904761907 1538.0708654542905 0.40527777777777779 0.078096924372835913 3.5000000000000004 0.77500000000000013 0.033749999999999954 0.039166666666666655 1.5000000000000002 1477.7077753438227 2.9850000000000008 0.56018821766217541 1508.8273746604843 1556.1046149920392 0.77000000000000013 1583.0090607819582 1619.4144632950611 3.5000000000000004 2.8737319920451134 3.7888888888888892 0.09466571834992886 0.056211301563708453 -0.11999999999999993 0.10544848035581912 1531.3535175602676 154.27236504235864 0.18333333333333332 0.025756578947368405 1668.3951347148206 2.1750000000000003 2.3250000000000006 0.67291666666666672 2.5166666666666671 1459.79342947696 0.30952380952380959 -63.289969614431008 0.23160447079682775 1.9150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 -7 -8 -9 58 -5 -6 -3 14 15 48 17 18 19 33 39 22 23 35 25 40 -27 47 -24 45 31 -31 -32 34 -16 36 59 -38 -39 -18 42 -42 43 -23 -34 -29 -43 -26 49 50 52 -52 -14 56 -55 -56 -50 -57 -10 -15 61 -61 -62
right_child=1 12 3 10 11 6 7 8 9 -11 -12 -13 13 21 16 -17 20 -19 -20 -21 -22 24 28 -25 27 26 -28 29 -30 30 32 -33 44 -35 -36 -37 37 38 -40 -41 41 46 -44 -45 -46 -47 -48 -49 53 -51 51 -53 -54 54 55 57 -58 -59 -60 60 62 -63 -64
leaf_value=-0.033750265990370037 0.0023245922295680311 -0.020430164129857768 -0.023357135199064252 -0.010241009512048916 -0.023205801545986227 0.037158594229889867 -0.030705188944480967 -0.012158895742917212 0.021298474100454275 0.031310759190025572 0.035026935459863393 0.020957352272480325 -0.021653420042747413 -0.018591197865243204 -0.0048766816592113382 0.070176431887951862 -0.035764727034898823 0.062705343208729405 -0.013454236490209394 0.075380249142779687 0.042198973917410641 0.03954476326128132 0.06803338278998862 0.039033954192639657 0.04953392621661027 -0.0065257527345144234 0.055814877225985784 0.009321673543248192 0.0096866379056755186 0.0090766902170099761 0.027169556393239015 0.067853260025079007 -0.043309856579559158 -0.012401519523841248 0.061249052280006711 0.044667915031377896 -0.032426931507122746 0.029408475325063067 -0.041560143517513221 0.020385968151273741 0.026545149649153627 -0.03219755417545999 -0.038502583495558435 -0.019128290442148074 -0.0094677556551739459 -0.018043176640300997 0.017891100666407932 0.0003220215132288189 -0.0185930962632056 -0.022429939919741501 0.0027689545403002808 0.092856952094210493 0.042762575342226376 -0.019069999171947426 0.10751083574536302 0.029371138904969198 0.030072410084163934 -0.038878559203909764 -0.024077341840096994 0.029097293645421896 -0.024583866322090558 -0.027742560955913299 0.0043281052938871382
leaf_weight=21.521359292790294 2491.6482466384768 25.157691828906536 44.446907561272383 8.6911969929933566 7.2718371897935894 8.1448052972555143 20.762527227401733 70.253453634679317 6.9960547834634808 13.320618342608212 8.7906111329793912 11.467215426266192 8.0876233689486998 18.801739849150181 6.7213735580444389 3.1052889917045823 18.375047704204924 5.6066225990653029 24.155236851423979 5.3950632959604254 2.5312613490968934 6.0143825821578565 5.262716330587863 8.7395626455545408 5.3091234266757956 5.060150444507598 8.5720481276512128 12.316283643245695 8.3303739130496961 12.65609883144498 7.1499038487672797 5.9571861028671256 10.315018162131308 9.3989332839846593 7.6607797592878342 5.3452841937541953 16.868179947137836 7.5180356428027135 3.8986523747444153 3.4074767269194117 21.478561248630285 8.8371827304363233 9.3569723572581989 12.776269882917402 27.769998550415039 127.5420036483556 5.2730962596833697 9.2932067364454252 142.51910035870969 17.787041883915663 4.1953189410269243 5.1002538967877626 3.7204403020441523 13.977769494056703 3.3252942301332933 4.3719215150922537 4.1326923687010995 3.0541499964892864 8.8302153348922712 5.3165360242128399 12.362178817391394 20.095435481518507 426.0420120023191
leaf_count=1176 8299 112 187 27 34 25 82 254 22 50 31 43 50 82 38 27 226 27 130 22 26 25 22 37 18 21 33 46 36 49 27 22 46 53 35 17 85 38 22 31 89 42 42 50 111 524 23 37 991 136 25 29 26 93 16 36 30 25 36 21 51 78 1705
internal_value=0.000248583 0.000438306 0.00155845 -0.0092686 -0.0152974 0.00189181 -0.00651244 -0.00947253 -0.00503749 0.0121274 0.0125217 0.00381949 -0.00217845 -0.00177243 -0.00628598 -0.0100144 0.00327002 0.0127784 0.00752966 0.0249025 -0.0197788 -0.000167589 0.00244794 0.00167562 -0.00493181 0.00592702 0.0326746 -0.00878019 0.0322762 -0.0107153 5.77649e-05 0.0278881 -0.0113939 0.0134509 0.0303458 0.00104318 0.000586761 -0.0172501 0.0051736 -0.026981 0.000206145 0.0106763 -0.013032 -0.000348624 -0.0186336 -0.0156334 -0.0134791 0.0182145 -0.0111986 0.00180556 0.0222323 0.052198 -0.00135747 -0.0141496 0.00406874 0.0341512 -0.0172217 0.00130181 -0.00401881 0.00163213 0.00245193 -0.0158509 0.00351284
internal_weight=3878.19 3856.67 2700.62 80.6678 63.186 2619.96 128.308 120.163 99.4003 29.1469 17.4818 18.7391 1156.04 1130.89 296.629 213.377 83.2518 58.938 53.3314 29.1761 24.3138 834.258 538.581 524.988 295.677 77.3687 13.6322 218.309 13.5931 203.706 63.8482 18.6133 45.2349 23.7811 14.3822 516.248 510.903 28.2849 11.4167 21.7825 63.7365 35.5888 28.1476 18.7907 38.085 139.858 14.1103 14.6023 210.272 38.8907 21.1036 9.29557 11.8081 171.381 24.7291 10.7514 146.652 7.42607 15.8263 482.618 463.816 25.412 438.404
internal_count=15849 14673 9090 322 264 8768 469 444 362 108 58 77 5583 5471 2072 1484 588 305 278 148 283 3399 2194 2136 1205 325 54 880 58 825 255 71 184 126 73 2099 2082 145 60 257 271 154 117 75 157 570 65 55 1457 266 130 54 76 1191 170 77 1021 61 58 1937 1855 99 1756
is_linear=0
shrinkage=0.05


Tree=159
num_leaves=64
num_cat=0
split_feature=73 65 65 2 65 34 72 11 28 26 27 27 4 3 6 27 17 29 30 72 10 66 1 27 40 71 11 36 4 6 55 74 28 14 5 7 28 27 65 71 26 27 8 31 2 66 5 30 10 24 6 3 56 70 3 70 72 30 6 70 1 44 60
split_gain=12.4574 9.14162 7.03004 4.04504 3.90456 3.56283 3.48135 3.22732 5.68463 3.58243 4.11822 3.55998 4.31138 3.47134 3.19894 6.14085 5.24452 5.05787 4.87412 5.00338 4.15151 3.75486 3.75147 5.11771 5.19395 5.15832 4.90624 4.58925 5.21977 5.08089 4.85163 4.77227 4.95353 5.87931 7.07163 5.9046 5.04109 4.44779 4.5134 6.04168 4.86703 4.5658 4.41234 4.85894 6.33059 5.6967 4.30436 5.52521 4.80922 4.63764 5.39187 4.0549 4.28364 4.00186 3.92403 3.88955 5.7231 3.86326 3.79015 3.7451 4.23699 3.73266 3.70707
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 -323.73913880835715 -0.14902097902097897 6.9850000000000012 0.004166666666666651 2.5444444444444447 3.6125000000000003 0.46211111111111119 0.44316666666666665 0.50683333333333336 1413.7439516476184 1500.0074634097266 1486.8855006305341 0.59645833333333342 1.5000000000000002 5.0500000000000007 0.14239631336405525 0.076249999999999971 1.8452380952380951 3.4422222222222225 1479.3327929622158 0.48527777777777786 2.8050000000000002 -0.019999999999999945 2.183333333333334 2.8350000000000004 1462.4964997474283 1492.9759392174976 2.2650000000000001 3.5000000000000004 3.5634920634920646 0.63333333333333341 1486.0042066178969 -11.561466264794033 1.7638888888888891 0.48816666666666669 0.0049530956848029507 0.046249999999999958 0.53118055555555566 0.59133928571428584 2.7817460317460321 0.14239631336405525 -52.28584290630544 2.8679653679653687 1477.3856095925216 0.11915683704674526 2.378571428571429 0.88194444444444453 1505.2405481914072 1652.4812143273246 1.425 -0.62583333333333324 1453.9436820598623 0.024999999999999956 -0.0079166666666666483 0.15161964472309297 1522.2040106663899 -0.66541666666666655 1482.3169620162494 9.0750000000000011 0.047649100125880306
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 7 -3 14 9 10 -9 12 13 -10 15 16 17 21 -19 -20 -18 -6 23 24 26 54 51 29 59 -24 42 32 36 34 -34 -35 -30 -25 39 -39 -41 -40 46 -44 -45 -46 47 48 61 50 -49 53 -53 -16 -26 -36 -57 -42 -52 -29 -61 -31 -37
right_child=1 2 -4 4 5 -7 -8 8 11 -11 -12 -13 -14 -15 22 -17 20 18 19 -21 -22 -23 27 37 25 -27 -28 28 31 30 -32 -33 33 35 55 62 -38 38 41 40 57 -43 43 44 45 -47 -48 49 -50 -51 58 52 -54 -55 -56 56 -58 -59 -60 60 -62 -63 -64
leaf_value=-0.03385381681951858 -0.036665981326129742 -0.027750564092213981 0.036008915344859359 -0.0024989943729521783 -0.0019633245196985336 -0.02586946254034124 0.003328286530662178 -0.05357202886224454 -0.016407441548623791 0.010877470759533728 -0.0056549301598241564 0.0013311104809813259 0.032189425789915918 0.025620090273005349 0.038693894019295308 0.033435516433494808 0.037115921706317716 -0.051636579323424969 0.014042243414081721 -0.035991591270161605 -0.0066512794859942105 -0.026547083193014732 -0.031267924348199069 0.040547819391618153 -0.0069582131232172675 0.0061881677335768031 -0.02160027756856131 -0.071346993114547702 -0.024769354693934556 0.019913867299342698 0.041842088693636828 0.032867228128301632 -0.04724718363022154 0.027518525813569773 0.0045270325019053769 -0.010912889594422978 0.020595246421641185 0.0097665131351778595 0.013760206696869396 0.00056773030530995658 -0.057769911469974268 0.04852888507910371 -0.014677334506277395 -0.0073165040094206159 0.045301271811741393 -0.0087850111833249096 -0.0019117777622712521 0.028318906605302948 0.06261241075856562 -0.030355617081709054 -0.019735944895871705 0.016203926450379536 -0.039515635629192053 0.0057654402484832931 -0.04402663760985967 -0.05407953574905653 -0.0043865447187329707 -0.010046890369913145 0.027360568932503427 0.034304174340166825 -0.0067038928524009072 -0.017139106866267705 0.0069862364816250608
leaf_weight=26.703544348478317 16.568471189588308 23.425174579024315 13.929162353277205 830.4951629191637 527.97264609485865 12.002782061696051 14.643391817808149 6.6267404258251217 10.263763256371023 15.214167848229406 13.867742270231245 27.830713264644146 40.893685013055801 9.4250115454196912 9.6397453844547254 11.887505635619162 14.306278198957445 10.289295300841333 10.704091288149359 9.370914623141287 8.7209263890981656 16.003129079937935 13.415252983570097 11.490804582834242 12.831914961338045 18.565189063549042 17.9541375041008 2.1108440160751334 6.660407878458499 44.409984722733498 6.7798622250556937 16.916029579937458 9.7707804739475232 31.67899626493454 63.021377235651016 33.348743297159672 76.028389282524586 135.34662148356438 86.266000181436539 33.558468885719776 7.9273195117712048 10.602923937141894 12.095831163227556 13.407739013433455 23.48790076375008 6.1413771957159033 1288.6738559603691 15.174652427434919 5.6972878426313391 12.233983904123304 19.567381381988529 5.3612956851720801 9.6723624020814878 215.48676043003798 16.093613982200623 7.8334890529513386 22.254756473004818 9.1188023388385755 5.4649747908115378 6.728914186358451 98.544455677270889 8.0251593142747861 218.18035209923983
leaf_count=1176 196 161 179 2861 1754 82 76 20 36 51 45 93 152 36 30 39 46 31 35 33 28 54 42 36 41 56 57 6 22 139 20 71 29 105 204 118 246 422 283 103 25 34 42 45 73 20 4124 47 19 47 68 20 36 690 51 24 71 32 22 25 329 29 762
internal_value=0.000191628 0.000402466 0.000545447 0.000430073 0.000575638 0.00132381 -0.0157958 0.00141978 0.00933373 -0.00750343 -0.0211486 0.016134 0.0229342 0.00371113 0.00112001 -0.00214891 -0.00285704 -0.00379512 -0.023655 -0.00931331 0.0205403 -0.00268655 0.00186661 0.00534763 0.000815677 -0.0143807 0.00361168 0.000856615 0.00457094 -0.000637295 -0.000356068 0.00677655 0.00583506 0.00345644 -0.00678064 0.00717525 0.0169412 0.0100535 0.00881453 0.00425564 -0.0104837 0.0175659 -0.000552782 0.0133214 0.0211906 0.0340906 -0.00109945 0.00836779 0.0189834 -0.00339995 0.00480199 0.0054965 -0.019645 0.00717541 -0.0275824 -0.00253414 -0.0173241 -0.0322405 -0.009454 -0.00540493 -0.00408272 0.0142429 0.0046131
internal_weight=4338.71 4312.01 4295.44 4281.51 4243.44 3412.95 38.0686 3400.95 124.122 35.7087 20.4945 88.4132 60.5825 19.6888 3276.82 609.255 597.367 574.34 30.3643 20.075 23.0272 543.976 2667.57 599.916 305.605 47.4907 258.114 2067.65 593.078 1474.58 1461.16 485.693 468.777 386.088 102.88 283.208 82.6888 294.311 282.82 185.951 50.6046 96.8689 1454.38 55.1328 43.037 29.6293 1399.25 110.573 58.1324 52.441 40.207 240.16 15.0337 225.127 28.9255 93.1096 30.0882 17.0461 25.0324 107.384 105.273 52.4351 251.529
internal_count=15849 14673 14477 14298 14061 11200 237 11118 433 116 65 317 224 72 10685 2020 1981 1907 99 68 74 1808 8665 1916 981 148 833 6749 2012 4737 4695 1652 1581 1313 328 985 268 935 899 582 160 317 4675 180 138 93 4495 371 187 184 137 776 56 720 92 299 95 57 90 360 354 168 880
is_linear=0
shrinkage=0.05


Tree=160
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 72 60 15 30 1 28 7 30 5 12 70 23 4 47 59 7 59 29 44 5 39 1 26 10 34 9 52 70 0 31 1 26 74 34 40 34 31 24 10 3 34 72 6 27 30 37 8 34 9 56 11 59 70 15 19
split_gain=22.9447 63.5 20.6858 71.0714 11.7317 24.0323 3.2202 3.4119 2.0875 2.99716 2.08172 3.15053 3.08391 2.41875 3.86405 3.15611 3.46182 3.02794 2.95957 4.12876 2.07604 3.55069 3.6925 3.64876 3.34039 4.61964 4.0455 5.10267 3.29279 3.65937 3.02706 3.31658 4.4449 3.02296 2.47641 2.48214 2.6718 2.075 2.23347 2.9498 2.15601 3.69208 4.20357 5.48916 4.09083 3.87334 3.4914 3.48928 3.27553 3.21176 2.81726 4.56937 4.95908 3.49999 3.81942 5.04138 4.25111 4.21637 3.9515 3.47731 3.3571 4.15059 3.30508
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 -0.25041666666666657 0.069435023138726806 0.55000000000000016 0.22926223241590213 1559.7649650957821 3.8944444444444448 -1.5638444905644062 0.18533452807646353 1499.9994834216002 0.55000000000000016 0.027916666666666656 2.7321428571428577 1436.0860986558603 1.6850000000000003 2.7822673972755543 -9.7913785017677792 2.605624516636674 4.1833333333333345 9.2200000000000024 1501.7602302836199 0.29276873588776647 1462.6617866870058 0.46950000000000003 1.2583333333333335 2.1250000000000004 0.65476190476190488 3.5350000000000006 -0.05333333333333324 1589.3640871511532 0.059676434676434652 1350.7864662207278 0.49950000000000006 2.5000000000000004 3.5550000000000002 2.5350000000000006 2.0850000000000004 0.18655367231638417 0.73214285714285732 1.4365079365079367 1455.774135651079 2.9350000000000005 -0.16624999999999993 1521.7955598973681 0.61162500000000009 0.085236118318629969 0.22357715276032833 0.4555555555555556 2.0250000000000004 0.65476190476190488 1.4650000000000001 2.0333333333333337 3.1083861715372376 0.16624999999999998 0.90000000000000013 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 3 4 5 6 7 8 9 -11 37 -13 -14 14 17 -17 -18 -19 -20 -21 21 22 -24 -25 26 -27 30 33 29 -31 31 32 -34 34 -36 36 -38 38 40 -41 41 44 43 47 -46 -47 -48 48 -50 -51 51 -53 59 54 55 56 58 -59 -60 -61 61 -63 -64
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leaf_weight=46.235860988497734 136.25424988660961 1317.1232317462564 166.5622820481658 13.948530204594141 65.389309272170067 12.161748554557564 12.381089971400799 5.758917901664975 8.702803382650016 3.6686841920018187 5.0074287950992575 7.4038341790437689 7.6085313856601706 8.9571541845798475 9.7614150792360359 6.6842452585697165 10.301360651850699 6.8315138742327681 12.670085467398165 7.432812198996543 8.7758849561214465 6.6709465458989188 8.672320678830145 11.740122511982918 23.461913794279099 10.571695223450659 6.7321788668632534 5.5698919370770446 7.823633596301077 7.0066775381565094 6.4027179479599026 7.539828494191168 7.3142192214727402 10.284593015909198 6.9017368033528319 5.9852175265550622 8.3442414551973325 10.222785606980326 14.328740321099756 7.8104745820164672 36.191442921757698 6.3915582448244077 9.7393100559711439 8.5389061123132688 6.699124813079834 16.787052728235722 26.547275274991989 7.3923080563545254 7.2605184763669959 14.044513463974001 4.5806404054164878 15.597010403871534 54.91724431887269 7.6847467720508602 84.054868910461664 7.2268728129565707 77.798847135156393 12.972383409738539 10.676717087626455 11.636034876108168 6.5833078622818002 9.4420958161354065 158.92385088279843
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internal_weight=2654.69 2608.46 2472.2 1155.08 988.516 257.86 192.471 30.5115 18.1304 12.3715 730.656 91.5995 84.1956 76.5871 45.653 30.9341 24.2499 36.6958 29.8643 17.1942 161.96 134.968 27.0834 18.4111 107.884 19.3476 88.5365 60.5476 26.9921 14.8303 27.9889 21.2568 14.854 37.0857 31.5158 24.6141 14.3295 639.056 634.049 18.0333 616.015 139.592 126.501 46.9756 13.0907 79.5258 62.7387 37.2362 28.6973 21.4368 476.423 102.756 87.1593 373.667 359.338 338.681 95.7024 20.6571 88.4756 82.5787 70.9426 16.0254 242.979
internal_count=15849 14673 11844 8083 4675 2286 966 351 107 80 2389 296 271 249 151 98 78 126 100 58 615 502 87 59 415 68 347 244 113 59 103 78 55 151 123 94 54 2093 2076 61 2015 455 408 137 47 271 212 110 84 63 1560 332 273 1228 1181 1120 301 61 279 258 223 52 819
is_linear=0
shrinkage=0.05


Tree=161
num_leaves=64
num_cat=0
split_feature=73 36 8 52 9 11 5 60 25 66 10 29 8 30 70 73 36 6 72 27 39 46 53 26 11 4 30 40 66 60 14 55 65 31 28 65 39 73 65 27 10 65 1 30 11 18 44 69 26 6 8 6 29 21 72 2 28 45 0 34 28 3 74
split_gain=9.34863 4.15529 3.64717 3.96969 3.70175 3.53709 6.22471 4.28416 4.55578 3.37528 3.32356 3.24773 3.22798 3.1788 3.14094 3.13116 4.7347 4.01668 3.83414 5.74407 7.7409 5.67433 5.02632 5.54557 4.67848 4.47698 4.03254 4.91241 5.3421 4.49394 4.36596 3.8739 3.62417 3.5595 6.7166 4.7895 3.55523 3.47386 3.90049 4.6481 4.87434 6.16856 5.92364 6.98309 4.82651 6.22403 5.26229 4.66353 5.80007 4.44383 4.08436 3.51165 3.41809 3.40343 3.26156 3.12755 3.12199 3.04147 3.01028 2.99746 4.59415 2.86445 2.8583
threshold=1.0000000180025095e-35 2.8250000000000006 2.7817460317460321 2.8950000000000005 1.3785714285714288 2.3095238095238098 1467.9882103035229 0.054411350449050759 0.5277777777777779 2.5370879120879124 1.7928571428571431 4.2928571428571436 0.27619047619047621 0.21960458240946049 -0.087083333333333332 1.5000000000000002 6.870000000000001 1456.6710229647385 0.25291666666666662 0.44881944444444444 0.11847112722469146 3.0550000000000002 2.7150000000000003 0.4741428571428572 1.9666666666666668 1568.7847522411505 0.15735538909696214 2.8050000000000002 2.7597402597402603 0.054411350449050759 0.77500000000000013 1.5550000000000004 -0.0063354037267080989 0.20245629897528628 7.2750000000000012 -0.035555555555555597 0.20461546954340507 2.5000000000000004 0.03119047619047605 0.50816666666666677 1.3785714285714288 -0.34020373514431235 1467.1731200799234 0.14461620065166322 1.9666666666666668 1.5000000000000002 6.8150000000000004 0.6100000000000001 0.5010555555555557 1484.0115364705439 2.5916666666666672 1533.7134402591912 5.6833333333333345 0.73214285714285732 -0.18999999999999992 124.7300947970847 2.354166666666667 1.5250000000000001 1459.79342947696 1.385 5.0500000000000007 1486.5936004597063 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 57 -7 -8 56 58 -5 -6 14 -13 -3 18 17 -17 19 20 -14 25 32 -24 26 36 27 28 55 -28 -31 -26 -20 -18 35 -35 -22 38 39 44 42 -42 47 -44 50 46 -46 48 -41 -48 -19 -40 59 -23 -38 -21 -9 -2 -10 -32 -61 -56 -30
right_child=1 12 3 10 11 6 7 8 9 -11 -12 13 15 -15 -16 16 33 37 22 24 21 53 23 -25 31 -27 29 -29 62 30 52 -33 -34 34 -36 -37 54 -39 51 40 41 -43 43 -45 45 -47 49 -49 -50 -51 -52 -53 -54 -55 61 -57 -58 -59 -60 60 -62 -63 -64
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leaf_count=1176 8276 82 187 27 34 25 82 19 22 50 31 21 21 22 30 31 648 507 52 147 28 58 36 65 23 21 30 30 27 52 33 26 122 29 20 88 30 2397 312 22 20 113 29 40 21 34 25 30 21 19 23 15 20 25 22 27 235 23 36 65 22 23 22
internal_value=0.000236949 0.000414834 0.00148872 -0.00902886 -0.0148962 0.00181022 -0.00631084 -0.00919214 -0.00488117 0.011755 0.0121189 0.00374536 -0.00209862 0.0201849 -0.0199329 -0.00170587 -0.00322179 -0.00218822 0.00287483 0.00622337 0.0185203 0.0141879 -0.00733759 -0.0236479 0.000691151 0.0254591 -0.00226748 -0.0102874 -0.0156528 0.00730741 0.0124413 0.0278446 0.00379355 -0.0167429 0.00871428 -0.00895995 0.0328491 -0.00252266 -0.00807371 -0.00436188 0.00791974 -0.00809601 0.0225464 0.0452395 -0.0102688 0.0134102 0.0334078 -0.00145559 0.0222567 0.00985119 -0.0149802 -0.0207628 0.00305627 -0.00624851 0.0231665 -0.023652 -0.0118021 0.00222636 -0.00391096 -0.0037602 0.00411173 0.0377302 0.01163
internal_weight=3868.83 3848.67 2696.55 79.9811 62.6102 2616.57 127.544 119.418 98.9206 29.0621 17.371 18.6837 1152.12 11.5196 24.8254 1127.29 846.993 786.846 280.3 211.087 65.4983 61.5859 69.2133 28.0752 145.589 39.6939 131.284 71.4432 61.1952 59.841 52.4743 14.3047 41.1381 60.1473 11.1791 9.25446 33.2533 780.009 207.033 160.178 52.0191 24.8305 27.1886 13.9754 108.158 17.949 12.2829 13.2133 8.07046 8.09098 90.2094 46.8552 36.8642 21.892 24.6183 47.3209 69.8585 2489.03 15.7496 30.7087 24.4898 15.0078 13.8743
internal_count=15849 14673 9090 322 264 8768 469 444 362 108 58 77 5583 43 112 5471 4444 3659 1027 752 228 207 275 101 524 124 475 253 223 222 192 49 174 785 137 117 103 3628 1231 904 275 133 142 69 629 99 65 73 43 44 530 327 140 83 75 174 254 8299 58 120 87 45 49
is_linear=0
shrinkage=0.05


Tree=162
num_leaves=64
num_cat=0
split_feature=73 65 65 2 65 28 69 11 31 29 29 28 72 61 4 34 6 17 27 2 56 31 23 60 3 3 8 56 70 44 53 22 71 71 73 3 59 73 7 8 0 52 41 27 26 9 69 31 36 11 72 23 1 6 21 59 42 29 27 10 65 66 70
split_gain=11.6421 8.80828 6.75667 3.79825 3.60112 3.53921 7.3059 4.41593 3.41049 3.70245 3.6903 3.76485 3.35541 3.24489 3.14201 3.04591 3.06648 6.14009 5.06349 4.01467 4.93362 4.14861 4.11572 5.08957 5.24185 6.72934 5.23714 5.78979 5.19308 5.50558 5.10188 4.79553 4.43449 5.33649 4.73243 4.46986 4.34487 4.20328 7.79737 4.18994 4.79503 4.66274 4.98859 4.71994 4.36944 5.05632 4.14211 3.8795 3.85197 5.4708 5.72172 6.09542 5.80965 8.15275 5.17831 4.68287 4.38265 3.97359 4.79039 3.84005 3.83157 3.82593 3.75521
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 -323.73913880835715 -0.18120857699805074 2.3166666666666669 0.83000000000000007 2.5444444444444447 0.10612764816304636 4.2928571428571436 2.7638888888888893 5.6833333333333345 0.004166666666666651 1.0000000180025095e-35 1731.8182961427322 6.9850000000000012 1486.8855006305341 1.5000000000000002 0.59645833333333342 200.06296927305587 2.0650000000000004 0.60357142857142865 3.8660714285714293 0.047649100125880306 1337.5715042620425 1394.3164645891086 1.1833333333333336 1.925 0.054583333333333255 9.6200000000000028 2.2450000000000006 0.30785714285714288 0.15041666666666667 -0.29416666666666658 4.5000000000000009 1386.9456883891548 2.605624516636674 1.5000000000000002 -30.307996381029053 0.099999999999999964 1394.7508013261602 2.9350000000000005 1.8150000000000002 0.55292857142857155 0.50816666666666677 2.0333333333333337 0.49000000000000005 0.22768252434999597 3.2650000000000001 2.1222222222222227 0.39041666666666669 1.6125000000000003 1465.2622634378497 1503.0520068335875 0.33166666666666672 2.8737319920451134 4.0150000000000006 8.9500000000000011 0.34050000000000008 1.8452380952380951 0.017254901960784254 3.4833147942157958 0.012083333333333252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 6 -6 15 -9 10 -10 -12 -3 -11 -5 16 17 18 61 21 -21 22 23 28 -25 26 27 37 47 -30 -31 -28 33 34 36 46 -24 38 -26 -27 41 42 43 44 45 -41 -35 -18 57 50 51 52 -50 -54 60 -55 -53 58 -42 -19 -51 -7 -37
right_child=1 2 -4 4 5 7 -8 8 9 13 11 -13 -14 -15 -16 -17 19 59 -20 20 -22 -23 32 24 25 39 31 -29 29 30 -32 -33 -34 35 -36 62 -38 -39 -40 40 48 -43 -44 -45 -46 -47 -48 -49 49 54 -52 56 53 55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.033819922325621907 -0.036601771959724576 -0.027367085514914853 0.035917594393583122 -0.0021819226192058023 -0.010323004336343301 -0.0029024505948521831 0.030074196508214773 0.027292181977309961 0.024545326187293669 0.023511912631751015 -0.014759833117170046 0.025433320672528889 0.0032683059002205535 -0.016619796857737925 -0.026805336080797167 -0.02737431486613295 -0.003112864529396971 0.039873921815570056 0.029531306409887492 0.015468882982090574 -0.033365947942980465 -0.02549582596184995 0.0127194059021811 0.014783010421089531 -0.028438260820692847 -0.025513993170476819 -0.033814051700306103 0.0375058033526827 -0.027594433691692451 0.035023350038140798 -0.026503904744037063 -0.0066446003484005537 -0.01265531302377068 -0.031558748130881234 0.017769878447536792 0.012913029728120404 -0.02926247240608983 -0.010438102375907719 0.034666218705152782 0.033441666775303351 0.041734212801574133 0.04968140404301763 -0.0039496225116077604 -0.010104959226400973 0.062264724533816276 -0.011280171556229596 0.014129947623812237 0.024820515228800487 0.031181022786459373 -0.059580398236887967 0.026217590940052639 0.022945324472954966 -0.038746331451258761 0.014935979276980805 0.019011055420078735 -0.035937311576784037 0.0067330842690872961 0.037684800057664641 0.0014092407058528288 -0.0020081454424254776 -0.0085390942060313176 -0.027504870594517179 -0.0024101468754858437
leaf_weight=25.014653440564871 16.032700326293707 22.905280746519566 13.444929298013447 722.11338648945093 123.93489325791597 553.50254390388727 12.303138315677641 25.196351893246174 10.558456026017664 35.696324415504932 36.776715479791164 6.9229110926389685 14.65753188729286 5.8644020706415168 13.192104317247866 9.3023474812507612 102.29210364073515 13.941479213535787 11.766948223114012 83.597589395940304 5.5129169076681128 13.996806062757967 7.5490798801183692 94.559404149651527 7.1489671766757992 12.258118987083433 27.396597996354103 9.5376528501510602 40.947403594851494 7.9440800398588163 5.8506709635257721 39.886196509003639 92.863722190260887 15.343164905905725 9.39991497248411 101.36672266572714 33.566194616258144 61.045208893716335 15.527323842048643 22.177309483289722 7.408457323908805 8.7897656261920911 32.125984817743301 9.5195086151361448 7.9402083754539481 8.8393726944923383 7.3309205472469321 14.149271875619887 7.8459744825959197 7.2516665011644381 42.37537894397974 50.994876846671104 20.655036062002182 19.954968281090263 6.818991430103778 5.8494580686092368 228.36168807372451 7.6956783086061469 1250.8572811633348 9.009921692311762 7.4585610404610634 16.266754701733589 66.026660963892937
leaf_count=1176 196 161 179 2508 417 1839 38 95 42 119 121 31 76 20 51 66 349 46 38 373 19 44 24 297 21 38 86 30 130 27 20 126 316 52 32 331 111 194 47 65 22 30 105 31 23 29 25 45 26 21 159 157 67 66 25 21 806 24 3888 29 28 55 216
internal_value=0.000191881 0.000389675 0.00052807 0.000416689 0.000557111 0.00122554 -0.00667489 0.00154561 0.0109234 0.00661915 -0.00198283 -0.00839242 -0.0154127 0.0178492 -0.00262369 0.00119554 0.00127775 -0.00193325 -0.00293436 0.00201634 0.0124477 0.00165022 0.0018007 0.00258814 0.00328955 0.00272518 -0.00707558 0.000595015 -0.00568972 -0.0183909 0.00892823 -0.0177076 -0.00337446 0.000207901 -0.0142368 0.00404694 -0.0215543 -0.00360991 0.0147718 0.00361655 0.00382026 0.0151013 0.0113303 0.0214566 0.0291689 0.0206965 -0.0167868 0.000281436 0.00321405 0.00750746 0.00891088 0.00671291 -0.00861476 -0.0153354 -0.0170053 0.0034038 0.00969253 0.00186574 0.00164667 0.0234325 -0.0337008 -0.00360484 0.00686895
internal_weight=4326.42 4301.41 4285.37 4271.93 4234.37 3499.06 136.238 3362.82 121.015 95.8188 54.2581 43.6996 37.5628 41.5607 735.305 3241.81 3232.5 604.488 581.536 2628.02 89.1105 2538.91 2524.91 2191.46 2020.28 1925.72 160.542 93.2592 171.184 54.7422 13.7948 67.2828 333.446 240.583 50.5152 190.067 41.1153 83.7215 22.6763 1765.18 1752.92 89.3921 80.6024 48.4764 38.9569 31.0167 22.6741 116.441 1663.53 397.567 376.037 333.662 54.3054 46.4595 21.5292 25.8044 279.357 1265.96 1258.27 22.9514 14.7102 569.769 167.393
internal_count=15849 14673 14477 14298 14061 11502 455 11047 428 333 194 152 237 139 2559 10619 10553 2007 1932 8546 392 8154 8110 7003 6432 6135 504 292 571 177 47 212 1107 791 167 624 135 262 68 5631 5593 283 253 148 117 94 77 394 5310 1376 1302 1143 180 154 74 87 963 3934 3910 75 49 1894 547
is_linear=0
shrinkage=0.05


Tree=163
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 9 5 0 24 35 69 65 11 7 11 2 65 60 65 59 72 70 49 44 20 6 56 70 71 44 26 27 20 66 27 3 36 41 60 35 2 6 1 27 74 72 26 27 69 11 5 0 5 46 72 23 23 10 69 6
split_gain=21.3913 61.3434 19.2966 68.9295 11.0313 23.3966 3.03446 3.35549 2.07299 3.16849 3.69007 4.05397 3.91077 4.45151 3.49563 2.78232 3.01559 6.87299 4.43811 4.29593 3.46686 3.59491 3.81462 4.60582 2.7855 2.62619 2.34251 2.05508 2.10623 2.97312 3.68695 2.89864 3.71556 2.64307 2.38729 2.38558 2.43479 2.33189 2.30081 2.2551 2.80748 3.15449 2.71891 3.54464 2.54311 5.72028 4.20956 4.57605 3.97867 2.70681 5.21618 3.96358 2.77778 2.7087 4.66482 3.71079 3.68131 2.65119 3.1687 3.39729 5.52897 5.02291 5.12941
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 2.8333333333333335 1486.204389557993 1487.1367913617582 0.88194444444444453 2.8650000000000007 0.51000000000000012 0.20132352941176468 2.378571428571429 23.560386949180955 1.2583333333333335 200.06296927305587 -0.34481203007518796 0.069435023138726806 -0.083978494623655836 2.8342706772590578 0.03666666666666666 -0.22374999999999992 1.7650000000000003 7.8050000000000006 6.5000000000000009 1472.4175233093379 1.8450000000000004 -0.2566666666666666 -0.16708333333333328 6.1650000000000009 0.49612500000000009 0.44950000000000007 5.5000000000000009 2.6900656814449921 0.34050000000000008 1769.8480688949674 11.175000000000002 2.4950000000000006 0.050836128442793407 4.9650000000000007 -369.63199859079879 1544.2480990864231 1698.5612300961604 0.51105555555555571 1.0000000180025095e-35 0.068749999999999964 0.58881944444444456 0.4141428571428572 0.81000000000000016 2.1222222222222227 1532.8339711969675 1581.7223023030278 1506.8299452368494 2.4750000000000005 0.26250000000000001 1.0000000180025095e-35 2.5857142857142867 3.0690476190476201 0.11000000000000001 1493.3568759336404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 27 -4 -5 -6 8 -8 9 26 11 12 -11 -14 15 16 19 25 -19 -12 21 -21 -23 24 -24 -18 -7 28 29 30 -3 32 34 -33 -32 37 -37 -30 39 40 42 -42 43 -39 45 49 -46 -48 -47 57 -51 52 53 54 55 56 -52 58 -45 60 -60 -61 -63
right_child=1 2 3 4 5 6 7 -9 -10 10 14 -13 13 -15 -16 -17 17 18 -20 20 -22 22 23 -25 -26 -27 -28 -29 35 -31 31 33 -34 -35 -36 36 -38 38 -40 -41 41 -43 -44 44 46 48 47 -49 -50 50 51 -53 -54 -55 -56 -57 -58 -59 59 61 -62 62 -64
leaf_value=0.034195367333471387 -0.034466092036439293 -0.017073870060312756 -0.034503071830369138 0.0039015876784935901 -0.034553299927711938 -0.028805428302016035 -0.034599043454802303 -0.00045488079585608048 0.031162186959234152 -0.016696976060756555 0.035492184970916267 0.05268869447301016 0.042007355060497409 -0.0078856201809398719 -0.038579376938429943 -0.03143342096124347 0.074153714567782136 0.029928129678374351 -0.023279140032254897 -0.026457800172820668 -0.023577033087008856 0.051565166857421824 0.0055681192160298787 0.027618131892030984 -0.043961063478606607 0.025028601356251873 0.0054621232971695825 0.028114620608768816 -0.025084209996494258 0.044479781718305259 0.035796706954522937 -0.022856192586634946 0.057949433725895984 0.017224317421538512 -0.0051625828552559032 0.0036161185432798332 -0.037092624316779045 0.056816727396990077 0.029520440327656418 -0.022917314782984591 -0.0072868559539697817 0.033956337934350253 -0.025381370039446894 0.02460345815294817 -0.040790347346932501 0.013361838820749247 -0.024673465342815063 0.01106469840191248 0.061213603444401479 0.038557618878239448 -0.043232839878591917 0.026146546773615106 0.017125536729254768 0.011276099783653138 -0.043875040904315904 0.014181003079935703 -0.004524672330160906 -0.00018979376396997447 0.0028458434007273669 0.0019260988957629128 0.046669853855188105 0.0018032581452176654 0.022006189734803516
leaf_weight=43.347511906176805 131.71141693647951 10.215120121836661 161.13815586734563 729.63417585939169 63.236562504433095 13.205624960362913 11.972527405247094 18.034117577597499 6.382692262530326 9.0685612708330172 6.8566308319568625 7.0676100105047217 11.859633319079878 7.1755392849445334 5.5480352826416484 5.7448721900582305 5.3286526799201983 6.4937132894992855 9.8853755444288236 7.9497843980789176 19.159224465489388 4.9283811450004604 5.7224464416503888 9.9315052330493909 5.6330862790346181 5.5584621950984001 8.0135331898927671 9.293753653764723 6.7002319395542136 7.0030435621738425 6.7084227949380857 6.8005556985735955 7.28834044933319 10.408930882811545 7.5738418102264404 7.6546517312526685 7.0614605247974396 3.2090529501438132 9.1150881052017194 7.5599139407277098 6.5344282239675548 15.959876269102095 7.7458918616175643 22.66342331469059 7.7510386109352103 10.817058727145197 13.292419254779814 27.463018178939819 7.258999526500701 6.4149236232042304 10.683054029941561 7.4288014620542517 7.1085346490144721 7.8887622505426398 14.764618337154387 10.700186014175413 14.45152312517166 204.64599367231131 542.26362589001656 104.18999846279621 7.2939526736736289 44.20257143676281 108.62737856805325
leaf_count=1176 2829 32 3408 2389 1320 53 244 107 20 31 21 21 39 25 37 31 19 25 48 29 68 16 23 37 22 23 27 26 20 20 20 20 21 31 23 22 20 10 26 36 22 54 30 63 22 31 38 78 20 19 31 22 21 25 44 30 41 577 1526 293 20 124 303
internal_value=-0.000638957 -0.00122107 0.000557271 -0.00418832 0.000774005 -0.00818353 0.000523307 -0.0140783 0.00323605 0.00208706 0.00493153 0.0188385 0.0103257 0.0231996 -2.21248e-05 0.00227332 0.00448769 0.018282 -0.00218439 -0.00176211 -0.00655239 0.00299473 0.0119262 0.00274892 -0.0190016 0.0490727 -0.0158641 0.0046858 0.00451926 0.0140063 0.00965062 0.0166902 0.0289002 0.00138598 0.0140761 0.00409475 -0.0159178 0.00433288 0.00449312 0.00430627 0.00447589 0.0219755 0.00414534 0.00433865 0.00419592 0.00467656 -0.00701489 -0.000591333 0.0325782 0.00422355 -0.00467058 -0.00846796 -0.012388 -0.0159751 -0.0202237 -0.0104789 -0.020977 0.00490695 0.00616475 0.00564666 0.00342749 0.0103917 0.016163
internal_weight=2637.33 2593.98 2462.27 1145.53 984.391 254.757 191.52 30.0066 161.513 155.131 133.912 35.1713 28.1037 19.0352 98.7402 93.1921 87.4473 27.2662 16.3791 60.1811 53.3244 34.1652 26.2154 21.287 11.3555 10.8871 21.2192 1316.74 1307.45 55.9983 48.9952 38.7801 21.5706 17.2095 14.2823 1251.45 14.7161 1236.73 1230.03 1220.92 1213.36 22.4943 1190.86 1183.12 1179.91 1131.4 48.5065 40.7554 18.0761 1113.33 79.4404 73.0255 65.5967 58.4881 50.5994 35.8348 25.1346 1033.89 829.241 806.578 549.558 257.02 152.83
internal_count=15849 14673 11844 8083 4675 2286 966 351 615 595 515 116 95 64 399 362 331 115 73 216 195 127 98 82 45 42 80 3761 3735 167 147 115 64 51 43 3568 42 3526 3506 3480 3444 76 3368 3338 3328 3190 138 116 51 3139 233 214 192 171 146 102 72 2906 2329 2266 1546 720 427
is_linear=0
shrinkage=0.05


Tree=164
num_leaves=64
num_cat=0
split_feature=73 65 69 37 28 53 73 71 69 27 44 27 46 0 2 0 70 30 71 23 10 35 55 35 4 3 0 72 18 70 8 4 4 66 2 2 4 11 27 66 31 12 72 65 6 27 20 31 74 7 26 66 6 27 7 59 72 22 10 42 26 36 70
split_gain=8.73257 3.97809 3.88597 3.56794 4.76985 6.96628 5.67233 4.98733 6.78894 4.8266 6.36144 4.17673 4.61253 4.07917 4.3514 3.97197 3.88835 3.76896 3.60242 5.18576 6.26923 3.88907 3.6559 4.9308 4.009 3.83393 5.20022 6.14978 3.63803 10.4529 4.51147 4.99294 5.2821 5.64006 6.34546 4.46569 4.23751 5.70596 3.88016 3.64918 4.43023 3.6178 3.40401 5.51441 3.38026 3.31589 3.29929 3.23891 3.19433 3.70664 5.66858 3.19414 3.13154 5.53671 4.92011 4.42839 4.43786 4.14622 5.61652 5.22753 6.31175 6.21506 3.94888
threshold=1.0000000180025095e-35 0.66947368421052644 0.51000000000000012 0.50619471196844568 3.9500000000000006 2.8950000000000005 1.5000000000000002 -0.14166666666666664 0.69000000000000006 0.43683333333333335 8.1650000000000009 0.49211111111111117 2.4150000000000005 1586.276419338903 74.549925109005258 1630.6176381851963 -0.081249999999999975 0.14334637964774946 0.23791666666666669 3.6904761904761902 1.3166666666666669 3.5450000000000004 1.4150000000000003 3.4650000000000003 1436.0860986558603 1535.842321147112 1743.6509039459017 -0.054583333333333296 2.5000000000000004 -0.011249999999999998 2.183333333333334 1401.6720564127149 1499.9899188406716 2.9591666666666669 60.343990533614949 122.5114507187151 1532.0439743378586 1.6547619047619049 0.48118055555555561 3.4919354838709684 0.2329432105333156 0.55000000000000016 -0.41999999999999987 -0.013841642228738998 1471.8714751896109 0.51950000000000018 2.5000000000000004 0.20524267399267396 1.0000000180025095e-35 15.780880009746285 0.4741428571428572 3.2469512195121957 1487.1979978402333 0.4281666666666667 -8.1336215593667003 3.0173088295501076 0.29041666666666671 0.35416666666666669 0.37857142857142861 2.8350000000000004 0.43894444444444453 3.3450000000000002 -0.39874999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 44 -5 6 7 -6 9 10 -9 12 16 14 -11 -15 -7 -13 22 20 -20 -22 23 -8 -25 -26 27 -27 29 36 31 -31 33 34 -33 38 42 41 -34 40 -30 -38 43 -24 47 -17 -39 48 49 -2 -51 -50 53 55 62 56 -46 58 -56 -59 -61 -62 -55
right_child=1 2 -4 4 5 11 18 8 -10 13 -12 17 -14 15 -16 45 -18 -19 19 -21 21 -23 28 24 25 26 -28 -29 39 30 -32 32 35 -35 -36 -37 37 46 -40 -41 -42 -43 -44 -45 52 -47 -48 -49 51 50 -52 -53 -54 54 57 -57 -58 59 -60 60 61 -63 -64
leaf_value=-0.033698003442150161 -0.02878953404077781 -0.031180573346923635 0.035574535913595974 -0.01161212399443559 -0.0061377639703715046 0.052140983974980772 0.052019607178998228 0.092062753663726363 -0.018039071339553327 0.018242413840520163 0.020532700241572152 -0.031242903140589057 0.081425945425117413 0.065471038103533816 -0.036967884420609241 -0.015495940884000005 -0.01132238498087316 0.035205120663188441 0.046343048009384831 0.048472491148174174 0.011073567503206004 -0.031928816481532521 -0.040662461793035128 -0.033591875194120401 -0.01874878804097586 -0.0057101233243185452 -0.02930365618395674 0.051924101637979753 -0.024208448816626683 -0.012868253838891827 -0.023738549023296043 0.12731746067183533 -0.040340902019005739 0.0021345742223343347 0.042714274011860141 0.062406356470776171 -0.024726277846391757 0.0086952116533084069 0.023184136362614301 0.020285149513635168 0.021495910939321183 0.026689013594424341 -0.026697136574489751 0.037814713605757229 0.0045222590477112237 0.040766663094470967 0.0678665129455268 0.035820191658226634 -0.018747750785638777 0.053491468424376666 -0.0047676954256940761 0.022396138347089388 0.00080682525126348154 -0.0029704981890832259 -0.016287483890734821 -0.04002693975809922 -0.028480488889661832 -0.021168326634403128 0.01173001483040699 -0.025164789916648042 0.038177420695273384 -0.015575966346046547 0.037754412079220784
leaf_weight=18.882141368463635 5.8616464585065868 16.558815214782957 2.5106085687875739 129.95285614952445 34.257347106933594 5.1035909056663504 5.0095677971839896 5.6889991015195829 10.478915892541407 9.5995486527681368 6.8519008904695511 4.7882175073027593 4.9590799808502188 6.1334610655903843 5.6808296144008628 4.8529398813843709 4.5790759623050716 3.8497937545180321 5.7264387756586101 6.9047070257365695 9.5495661422610301 11.698878344148396 3.7529894262552261 7.4996212795376769 10.320624835789202 7.6513623297214535 4.734298236668109 11.715403519570829 74.794832188636065 7.127579264342784 5.7967343740165225 3.8147895708680171 4.2920056730508787 3.3319234922528258 5.2892250679433346 3.3154430836439124 16.175925791263587 5.8460220843553525 5.4640098661184311 5.7429881282150737 5.7066755890846244 4.3391462154686442 52.025837816298008 5.5469889603555185 48.677195057272911 5.6884388625621796 3.9458994269371033 4.0096308402717105 62.411826495081186 6.6739572435617474 11.152171380817888 5.1028704717755309 2788.1446041613817 8.0287624597549456 19.522536050528288 8.9487475864589197 12.881896801292894 28.022784940898418 213.57116593420506 10.308377869427202 17.16090098023415 7.8314189538359633 23.016782339662313
leaf_count=1176 20 243 17 669 146 21 20 21 43 37 26 24 19 23 22 23 22 19 32 35 48 84 22 41 50 37 27 53 535 45 39 17 25 19 31 17 101 34 32 38 41 24 346 32 185 20 18 18 295 21 46 28 9526 26 79 38 55 110 791 37 55 32 73
internal_value=0.000221564 0.000388355 -0.0223918 0.000502046 -0.00326578 -0.000617954 -0.00221851 0.00883661 0.0181678 0.0266946 0.0529813 0.025945 0.042212 0.0163783 -0.00228328 0.0334793 0.0221282 -0.00162831 -0.00553864 0.00980783 -8.90809e-05 -0.0126025 -0.00751377 0.00513648 -0.000466021 0.00675127 0.017671 0.0291541 -0.0102584 -0.00497817 0.016909 0.0241289 0.0344671 0.0577944 0.0781649 0.012274 -0.0141579 0.00113716 -0.00476271 -0.0182214 -0.0209685 -0.0138514 -0.0217166 0.00614539 0.00112163 0.014865 0.0325398 -0.00816173 -0.0100954 0.00570233 0.0170441 -0.015638 0.00139905 0.00554811 0.0082847 -0.00716151 -0.00238392 0.00630123 0.00938344 -0.00504436 0.00775534 0.0213336 0.0272224
internal_weight=3858.86 3839.98 19.0694 3820.91 539.584 409.632 386.352 89.2324 54.975 44.4961 12.5409 23.2798 14.6417 31.9552 15.2804 16.6748 9.68267 8.63801 297.119 33.8796 26.9749 21.2484 263.24 46.9309 41.9213 34.4217 24.1011 19.3668 216.309 130.065 38.4317 32.635 25.5074 12.4359 9.10401 13.0715 91.6328 30.307 9.75602 86.2445 80.5015 20.5151 61.3258 9.29998 3281.33 10.5414 9.79192 95.2121 91.2025 23.6878 17.8261 67.5147 3186.12 397.971 327.463 70.5078 61.5591 296.417 233.094 63.3235 35.3007 24.9923 31.0455
internal_count=15849 14673 260 14413 2978 2309 2204 361 215 172 47 105 62 125 59 66 43 43 1843 199 164 132 1644 228 208 167 117 90 1416 802 225 186 141 67 48 74 577 177 57 614 576 125 400 54 11435 43 52 428 410 87 67 323 11007 1481 1203 278 240 1104 870 234 124 87 99
is_linear=0
shrinkage=0.05


Tree=165
num_leaves=64
num_cat=0
split_feature=73 65 65 2 65 29 27 69 64 28 23 6 56 30 73 1 31 11 26 23 7 34 40 14 59 27 70 71 30 73 27 27 71 31 27 11 3 23 31 7 30 69 25 30 60 65 3 28 29 69 71 26 28 46 46 30 37 29 3 44 13 38 24
split_gain=10.8782 8.48953 6.38565 3.58335 3.45811 3.63518 4.68718 4.46801 3.628 3.56461 4.52841 4.9158 5.76555 3.76758 3.33896 3.32576 3.37296 4.18295 4.68046 3.93978 4.40958 3.85993 3.71484 3.41884 6.90162 7.70023 6.14681 5.89031 5.33316 6.70792 4.92269 5.76075 4.58468 4.44199 8.88093 4.24761 4.97182 4.33783 4.2052 5.69354 4.16794 4.0142 4.94907 3.81698 6.78163 3.87372 3.78543 4.7916 3.68385 3.47042 3.45315 4.77726 3.42251 5.03078 4.55688 4.55061 4.39801 5.38906 4.078 3.8119 4.99859 4.85737 4.26981
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 -323.73913880835715 0.0049530956848029507 6.8166666666666673 0.60527777777777791 0.33000000000000007 0.069374999999999964 1.9500000000000002 2.6125000000000003 1499.7092632878239 1.655 0.29442724458204333 1.5000000000000002 1767.6845169171197 0.13732974105672804 2.5444444444444447 0.53414285714285725 3.6904761904761902 45.450648652206731 4.745000000000001 4.495000000000001 0.90000000000000013 2.8737319920451134 0.58050000000000013 0.34833333333333338 0.32750000000000007 0.11968821475863727 6.5000000000000009 0.44612500000000005 0.48950000000000005 0.14541666666666661 0.1398924731182796 0.45133928571428578 1.861904761904762 1491.5742650840466 1.6904761904761907 0.21658075601374568 -26.890055724017312 0.086747491638795957 0.41000000000000009 0.30952380952380959 0.20941306755260244 0.080634195075344611 -0.083978494623655836 1357.6816828320491 4.4722222222222232 3.2928571428571431 0.97000000000000008 -0.52624999999999988 0.54105555555555573 3.4142857142857146 3.4450000000000007 2.8450000000000002 0.21455026455026452 0.3907073821940949 3.5857142857142867 1330.3811265709428 8.4650000000000016 1.0000000180025095e-35 0.27244595588985038 0.5277777777777779
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 14 9 8 -7 -8 -6 10 11 12 13 -5 -3 16 17 21 -19 23 -21 22 -11 28 25 27 35 43 30 33 32 46 41 34 -30 37 -37 -26 -33 -40 -41 42 -18 -25 45 -45 -32 -48 -46 50 51 -35 53 54 56 -56 58 -58 -52 -54 -61 62 -62
right_child=1 2 -4 4 5 6 7 -9 -10 15 -12 -13 -14 -15 -16 -17 19 18 -20 20 -22 -23 -24 24 26 -27 -28 -29 29 -31 31 38 -34 49 -36 36 -38 -39 39 40 -42 -43 -44 44 48 -47 47 -49 -50 -51 52 -53 59 -55 55 -57 57 -59 -60 60 61 -63 -64
leaf_value=-0.033788256544514714 -0.036516230888112407 0.013853452678516868 0.035784578104056122 -0.02476033880781995 0.0026556332588139396 -0.028298109220177389 0.042998068046489799 -0.011252057268061281 0.014085579264481798 -0.0024977631617532398 -0.040055752382227028 -0.020666660800110162 0.048256062401002615 0.017397348510629799 -0.022848966242465477 -0.012074975843487329 -0.01866552987704085 0.0037143963793305045 0.040205343878832844 -0.0055624793157792313 0.022934445173764927 -0.038667907759032796 0.030864226140292796 0.020453852107888578 -0.026679041834118095 -0.014470174208993287 -0.048327178277638938 -0.020637615498860118 0.070438033163384706 0.030444025566869218 0.05222677704522305 0.001431388139767749 -0.036214246631130848 -0.006826922721190929 -0.00069580696204740288 0.020339674383761164 -0.029636788321043019 0.0079697859976272985 0.05315776889644417 -0.023099047465535913 0.023167005590392219 -0.017171815412386354 0.028221580929439806 0.037088729291291776 0.0067667998625182361 0.0032074536729218258 0.01059119621694888 0.045729249091659561 -0.045233630775785127 0.024715252496104744 0.019857631065103219 -0.046733257478743385 -0.0024518522941710877 -0.030453020267740445 0.00044094103591006705 0.041637253306493309 -0.021626968876145715 0.032558479012766602 -0.018418530915593551 0.02478713438564091 0.013244822389666223 -0.018564499932741792 -0.011169956149646904
leaf_weight=23.430556416511536 15.539549905806778 7.8633985295891753 12.789669658988712 10.792357593774801 1014.5493468418717 20.736994571983814 5.7452994585037258 11.182608529925345 74.525156505405903 1139.5835649743676 11.635763444006441 27.891094848513603 7.0069292187690726 10.413108065724371 29.236311666667461 56.62708929926157 8.2903277724981326 35.869329437613487 11.638622045516966 253.8389975503087 14.342030152678488 7.3237618654966345 8.4055850952863675 157.16721355170012 9.9797255098819715 25.2005500420928 6.8830092251300803 11.175443358719347 6.3610294014215496 16.669792301952839 8.9933774471282941 145.22821623086929 10.607369452714918 29.312028326094151 14.144702747464178 6.5695339143276241 20.522669799625874 95.228104174137115 9.8265485763549822 7.4238043427467373 14.138635866343973 18.879124894738197 17.525604292750359 13.700193196535109 5.6459371894597998 21.956428498029709 49.378694325685501 12.074521481990812 8.5842869430780393 11.791911602020262 7.6477848738431922 10.078036576509474 418.6416464522481 22.026847638189793 27.477671280503273 8.8663812428712827 7.5122072994709042 11.790941275656222 77.234981015324593 30.837017580866814 71.549155406653881 22.775610819458961 23.886216133832932
leaf_count=1176 196 34 179 36 3374 77 20 44 306 3684 43 104 22 32 203 237 25 121 50 863 59 44 31 503 30 86 23 37 20 58 27 478 36 95 45 20 73 318 34 22 48 61 54 47 18 73 158 38 28 39 24 32 1353 86 94 29 23 36 247 96 240 74 86
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internal_weight=4314.55 4291.12 4275.58 4262.79 4225.69 1126.74 37.6649 16.9279 1089.07 3098.95 67.7393 56.1035 28.2124 21.2055 37.0997 3031.21 2974.59 1202.82 47.508 1771.76 268.181 1155.31 1147.99 1503.58 382.613 243.43 139.183 218.23 1120.97 818.604 302.366 247.064 55.3024 801.934 20.5057 132.3 27.0922 105.208 176.617 31.389 21.5624 44.6951 25.8159 207.054 49.8868 35.6566 70.4466 61.4532 14.2302 781.428 769.637 39.3901 730.246 162.557 140.53 36.3441 104.186 19.3031 84.8828 567.69 149.048 118.211 95.4354
internal_count=15849 14673 14477 14298 14061 3821 141 64 3680 10240 237 194 90 68 237 10003 9766 3930 171 5836 922 3759 3715 4914 1256 792 464 706 3658 2677 981 805 176 2619 65 441 93 348 582 104 70 140 79 669 166 120 223 196 46 2554 2515 127 2388 539 453 123 330 59 271 1849 496 400 326
is_linear=0
shrinkage=0.05


Tree=166
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 27 40 72 17 56 6 1 28 7 70 18 9 22 71 21 36 3 28 12 26 31 31 27 66 1 72 10 25 4 7 70 11 3 71 71 26 60 66 4 3 4 5 0 23 26 18 65 27 13 25 21 46 4 27 27
split_gain=21.2822 57.925 18.0783 66.8218 10.3725 22.7551 2.86173 3.29481 2.03776 2.38681 3.4689 3.95783 5.39183 3.70259 5.01701 4.05827 3.09918 2.99919 2.93835 5.0288 3.20879 3.07568 2.92589 3.71239 2.67766 1.99466 3.70431 2.67294 3.9841 3.9987 4.583 3.297 2.91112 2.71446 2.36124 2.33437 2.13637 4.33317 5.53776 4.01671 3.91531 5.09652 5.32058 4.70743 4.50301 3.90462 6.13368 4.20402 3.88676 5.40262 4.99944 3.87358 4.34528 3.76822 6.43804 4.83156 4.57725 6.45246 3.75653 3.61965 3.60816 3.61204 4.51436
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 0.64422222222222236 4.205000000000001 -0.14166666666666664 1.0000000180025095e-35 1.9750000000000003 1497.0871373276138 1556.3199652556234 4.6833333333333345 16.515427606131428 -0.26124999999999993 2.5000000000000004 0.93095238095238109 0.43650793650793651 -0.10708333333333324 0.33166666666666672 2.8950000000000005 1434.0937577260377 7.0500000000000007 0.36666666666666675 0.59050000000000014 0.20524267399267396 0.19065794256633947 0.57950000000000002 2.4593406593406599 1457.5614608722715 0.22958333333333328 1.3166666666666669 0.43650793650793651 1457.0867969157143 -23.132815119848598 -0.098749999999999935 1.7928571428571431 1526.0473117512026 -0.08874999999999994 -0.4137499999999999 0.46211111111111119 0.068074314881466813 2.5345238095238098 1368.0486526137154 1360.338030439565 1517.5317000310977 1488.4586148241629 1451.3456643514467 3.6125000000000003 0.50950000000000017 1.5000000000000002 -0.091112556929082586 0.42683333333333334 0.36666666666666675 0.41428571428571431 0.33166666666666672 2.4950000000000006 1513.8902054410239 0.36950000000000005 0.40527777777777779
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 25 -4 -5 -6 8 -8 9 10 13 12 18 17 16 -16 -15 -7 20 21 24 -20 23 -13 -12 27 34 36 29 30 31 32 -29 -30 -27 -34 37 38 -2 45 41 42 -41 -44 -42 47 58 -39 49 -38 -51 53 -53 54 -49 -56 57 -57 -47 -46 61 -52 -63
right_child=2 -3 3 4 5 6 7 -9 -10 -11 11 22 -14 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 33 -31 -32 -33 35 -35 -36 -37 48 39 -40 40 44 -43 43 -45 59 46 -48 51 -50 50 60 52 -54 -55 55 56 -58 -59 -60 -61 -62 62 -64
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leaf_count=1176 49 2829 3408 2389 1320 42 244 107 21 41 22 45 39 52 24 34 20 19 36 33 19 21 41 30 76 25 48 32 40 20 22 66 24 22 32 42 201 30 32 45 39 43 25 33 27 26 154 29 1523 46 20 28 27 120 26 20 58 34 28 20 34 32 639
internal_value=-0.000620079 -0.0178386 0.000558928 -0.00405714 0.000772929 -0.00797853 0.000537993 -0.0137552 0.00316446 0.00205256 0.00364954 -0.00221302 0.00496206 0.0138292 0.0223973 0.00111534 0.0381692 -0.00651437 -0.00212618 0.0120585 -0.0123672 -0.00869541 -0.0171681 -0.00628002 -0.0202374 0.00455052 0.0165641 0.00423497 -0.00416011 0.00148277 -0.00263721 0.00227761 0.0120405 -0.0241534 0.00100237 0.0219286 0.00485597 0.00837804 -0.0100164 0.0102393 0.000855092 -0.00745287 0.00285197 0.0196661 0.0152879 0.0139635 0.0232273 0.00884082 0.00358539 -0.000612653 -0.00387009 0.00619812 -0.0141804 0.0101016 0.0020162 0.00942857 0.00199625 -0.0153724 -0.00126441 -0.00214001 -0.00214067 -0.000801799 0.000255237
internal_weight=2620.86 167.958 2452.9 1137.47 981.554 251.744 190.575 29.5833 160.992 154.939 145.315 92.2106 62.3139 53.1049 37.3671 15.9052 21.4618 15.7378 50.5685 21.2019 29.3666 12.2811 29.8966 20.1387 23.9386 1315.43 33.6667 1281.76 88.2849 68.8521 61.6452 54.555 33.4518 19.4328 17.9042 23.0796 1193.48 316.405 29.0744 287.331 81.6322 51.8092 36.1848 20.4539 29.823 205.699 73.2443 132.455 877.073 338.541 267.418 121.74 19.5703 102.169 59.7832 49.6506 40.4629 19.5785 18.9498 16.5258 251.334 239.378 232.492
internal_count=15849 4005 11844 8083 4675 2286 966 351 615 594 553 362 246 191 130 58 72 61 207 90 117 57 116 75 98 3761 105 3656 268 206 186 164 98 62 57 66 3388 893 81 812 232 146 103 58 86 580 208 372 2495 972 771 342 55 287 167 138 112 54 54 47 725 691 671
is_linear=0
shrinkage=0.05


Tree=167
num_leaves=64
num_cat=0
split_feature=73 42 30 27 18 72 34 11 48 16 25 35 3 0 71 74 2 69 7 2 29 55 37 1 4 27 25 31 31 60 69 34 13 72 27 31 71 71 38 26 5 71 27 42 8 4 60 21 52 4 3 0 31 4 5 69 38 9 3 71 41 11 0
split_gain=8.15993 3.7199 5.59246 3.11451 3.29062 7.16437 6.36455 4.95817 4.60956 3.45281 7.91851 3.06538 5.71478 5.73675 4.06219 3.05942 3.04223 3.15612 2.94292 3.20237 4.31658 2.92177 2.84215 5.37227 3.90708 4.98869 5.66391 5.4122 5.05281 5.77673 5.69803 4.64265 4.56919 4.15922 4.01387 3.84634 3.68989 3.6895 4.05208 3.41689 3.3667 3.37226 3.20006 5.4862 4.17257 3.12915 2.85494 2.83699 2.91765 5.19354 4.04118 4.80032 4.13495 2.82057 3.22451 3.97027 5.58134 4.14465 6.22051 3.48996 2.80878 2.97402 3.20024
threshold=1.0000000180025095e-35 5.4650000000000007 0.20554346434515428 0.5221111111111113 1.0000000180025095e-35 -0.20291666666666666 1.2150000000000001 1.4555555555555557 2.7850000000000006 3.5000000000000004 0.64583333333333337 4.1650000000000009 1528.5222767997791 1434.3659651942851 -0.19541666666666663 1.5000000000000002 -203.26201864224095 0.13000000000000003 46.596872636470728 57.672712113327414 7.354166666666667 1.4850000000000001 0.50619471196844568 1291.6416815433988 1453.5485696492635 0.3541428571428572 0.64583333333333337 0.16141439205955332 0.19456735496558503 0.058149767143676707 0.69000000000000006 1.5650000000000002 1.0000000180025095e-35 0.31208333333333332 0.44211111111111118 0.14644659377628258 -0.37624999999999992 -0.14166666666666664 0.24428969049373278 0.61211111111111116 1520.4453511158349 0.18166666666666667 0.52763888888888899 5.0550000000000006 1.3785714285714288 1387.959991246458 0.057500089843890358 0.73214285714285732 3.7750000000000004 1509.6131091244472 1481.1728284342782 1551.6568731498789 0.22634623330119816 1631.2941624281573 1526.3634423713058 0.6100000000000001 0.25502109521515531 0.79285714285714304 1511.6171906667339 0.0087499999999999523 2.6850000000000005 0.59166666666666679 1303.3847927451086
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 4 5 -3 8 -8 -7 47 -11 22 13 60 16 -16 -15 -18 19 20 -14 -17 -2 -24 34 -26 27 39 29 -28 31 33 -30 35 37 -31 46 45 -39 42 41 -36 53 44 -44 -25 -29 48 50 -50 51 -6 -52 54 55 57 59 58 -27 -57 61 -13 -63
right_child=1 2 -4 -5 9 6 7 -9 -10 10 -12 12 18 14 15 21 17 -19 -20 -21 -22 -23 23 24 25 26 28 36 32 30 -32 -33 -34 -35 40 -37 -38 38 -40 -41 -42 -43 43 -45 -46 -47 -48 -49 49 -51 52 -53 -54 -55 -56 56 -58 -59 -60 -61 -62 62 -64
leaf_value=-0.033674392982499093 0.00092375035569444328 -0.013639147671100733 -0.024435118977230563 -0.020135492469769357 -0.017127307807333625 -0.027256737088744959 0.016870235775286662 0.080972617285083981 0.065267435680836455 0.07428242982848357 -0.037091694437527252 -0.011383461786792318 0.047654730432124773 -0.061917595822553843 -0.016398498294119008 -0.0098249269621102694 0.015878724086564638 -0.044174742433557838 0.063537851761426109 -0.0015184495525057487 -0.0048449398074648731 0.035551288516495541 0.054612360201890635 0.022649090163324573 0.058751078021386384 0.053563169733947084 -0.021259780107692194 0.039251902302433569 -0.0099313692946808516 0.048058529460858881 -0.02674034877243725 -0.0099451617863065261 0.048238242100159701 0.082561957597959632 -0.030282630499431386 -0.002284545375890333 -0.021030222611108262 -0.017476468840109831 0.033545576166476472 -0.03393274677587433 0.0011543133179722155 0.0070806141414689674 0.039192912274012517 0.065673955652537974 -0.0116968149800862 -0.030664480378585452 -0.014836174592932676 -0.023610840947424511 0.06788339954035344 -0.036651945469027926 -0.021411389000293463 0.042724858827632148 0.02790441746133588 0.033933507923634747 -0.030581547329228777 0.01654182635191187 -0.015245087049100096 -0.015583394180691157 -0.022224068865091401 0.073484715636692607 -0.012837529043477895 -0.0084271160555554284 0.040062164106051706
leaf_weight=17.684381439350545 3188.6192772015929 13.60174113884568 35.745380531996489 20.487763745710254 5.7820038832724077 5.3657276742160347 5.0649868547916395 7.4588665962219238 1.796950042247772 4.0189473237842313 2.6471087597310543 5.0032873451709774 13.554922528564935 5.4774256944656363 14.372871294617655 6.1958674676716319 4.3387031927704793 4.4133190326392651 4.4927929788827887 10.869220171123741 5.505602963268756 8.2997055128216726 3.9005862474441519 3.7048598602414122 3.4336611926555625 6.0106308907270414 17.113747093826532 4.8279107138514501 4.5353046171367195 8.521641165018087 6.6793914586305609 7.0051583573222151 13.205409571528433 4.0574664995074263 46.610160931944847 6.839035175740718 65.647133501246572 5.746082320809367 12.055858358740805 6.7233761847019187 15.298657082021235 6.9380280151963225 6.2411625087261262 5.0054853558540335 11.358627066016195 10.70424998551607 4.9319294169545174 19.988542122766376 3.6012872904539099 1.7731934562325475 30.069998096674681 7.9647531881928444 4.9502054490149012 5.1742135286331168 10.062887743115423 5.9366228505969065 6.865783564746379 37.246668700128794 4.926883190870285 4.9214911609888077 6.5685459822416297 4.1646342277526882 18.600452274084091
leaf_count=1176 11001 103 360 169 38 61 26 32 13 37 28 20 57 16 59 28 17 25 22 58 23 41 16 16 15 25 91 22 24 36 34 33 59 16 243 33 336 32 50 35 73 34 27 19 56 53 25 183 33 20 246 39 36 25 53 29 32 176 24 19 28 16 77
internal_value=0.000211474 0.000367813 -0.0068555 -0.00218596 0.0010375 0.014267 0.0335479 0.0550479 -0.00404456 -0.00441313 0.0300555 0.000703701 0.00885346 0.00131833 -0.0108292 -5.20369e-05 -0.0326937 -0.014404 0.025804 0.0201397 0.0324903 0.0161561 0.00044697 -0.00375 -0.0043853 -0.00111307 -0.00192285 -0.00643881 0.0104295 0.00232582 0.0145193 0.0249491 0.0333675 0.0375374 -0.0127157 0.0256443 -0.0167656 0.0018525 0.0170768 0.000609996 -0.0195317 -0.0254416 0.00284848 0.0194857 0.00634948 -0.0169565 0.0119196 -0.00751268 -0.00156938 0.0333942 -0.00542263 0.0175505 -0.0144405 -0.00178629 -0.00421908 -0.000194043 0.02004 -0.00763687 0.0194243 0.0423515 0.0165653 0.0235204 0.0311916
internal_weight=3850.71 3833.02 170.317 134.572 114.084 33.2883 19.6865 12.5239 7.16268 80.796 6.66606 3662.71 111.857 77.4348 43.0979 28.8684 14.2294 8.75202 34.4225 29.9297 19.0605 14.4956 3550.85 362.23 358.33 257.272 253.838 185.881 67.9572 50.2164 33.1027 26.4233 17.7407 19.4181 101.058 15.3607 75.407 32.2111 17.8019 110.474 68.8468 53.5482 103.75 22.6053 17.5998 14.4091 9.75984 74.13 54.1414 5.37448 48.767 13.7468 35.0202 81.1452 75.971 65.9081 17.7239 48.1842 10.9375 10.8581 34.3369 27.7684 22.7651
internal_count=15849 14673 1424 1064 895 235 132 58 74 660 65 13249 487 327 186 128 58 42 160 138 80 69 12762 1761 1745 1244 1229 903 326 243 152 118 83 85 501 69 383 151 82 520 350 277 485 102 83 69 47 595 412 53 359 77 282 383 358 305 80 225 49 48 141 113 93
is_linear=0
shrinkage=0.05


Tree=168
num_leaves=64
num_cat=0
split_feature=73 65 65 34 73 10 66 15 4 65 25 73 11 27 3 7 69 47 20 70 29 53 31 9 71 13 23 29 29 30 20 2 74 5 72 64 60 59 44 4 26 65 34 60 22 9 29 29 72 8 10 73 19 26 10 65 27 1 37 22 69 59 10
split_gain=10.1648 8.1658 6.14375 3.37626 4.22983 3.8771 4.41933 4.87238 6.0672 5.39785 4.56794 6.72442 3.35088 3.83504 3.70795 4.51103 3.59132 4.00406 3.92593 7.46467 3.28578 3.94055 3.28272 3.40841 3.26127 3.61185 3.56771 3.15635 3.06381 3.78481 3.23873 3.02022 3.18285 8.37817 4.85913 4.39872 4.39877 4.20994 3.36941 3.18217 3.14969 2.86034 2.84909 2.82124 2.78869 2.80776 2.63434 5.63124 6.1589 5.10319 3.18287 4.83392 3.19937 3.81699 3.4382 3.13589 3.33066 6.25829 5.27288 3.43608 3.15514 3.96487 3.00799
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 3.1450000000000005 3.5000000000000004 3.5666666666666669 2.431677018633541 0.70833333333333337 1550.4332708409113 0.070196078431372474 0.22500000000000003 2.5000000000000004 2.0690476190476201 0.59414285714285719 1460.022285470264 -27.330095902427839 0.73000000000000009 1.8250000000000004 1.0000000180025095e-35 -0.017916666666666647 5.3875000000000011 2.1150000000000007 0.15412895927601808 1.6904761904761907 -0.091249999999999928 0.55000000000000016 4.291666666666667 4.6833333333333345 5.3875000000000011 0.14334637964774946 3.5000000000000004 -323.73913880835715 3.5000000000000004 1495.1136364013198 0.015833333333333251 0.022211538461538404 0.079924068825888761 2.605624516636674 6.4250000000000007 1548.4624467523852 0.51154761904761914 0.022810457516339751 3.1250000000000004 0.079924068825888761 0.43650793650793651 1.877777777777778 6.8166666666666673 7.1055555555555561 0.40375000000000011 0.69047619047619058 1.9666666666666668 1.5000000000000002 2.5000000000000004 0.55236111111111119 2.6547619047619051 0.0049530956848029507 0.59133928571428584 1469.805563491783 0.5115520140573061 0.33166666666666672 0.45000000000000007 2.8737319920451134 2.5444444444444447
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 31 5 6 10 -8 9 22 11 43 13 16 -15 -16 17 18 19 -12 -20 -22 -9 -24 25 26 41 -10 29 -29 -30 -3 42 44 35 36 40 38 -36 -39 -35 -6 46 -5 45 -34 55 -48 49 -49 51 -51 62 54 -54 -33 -57 -58 59 60 61 -59 -52
right_child=1 2 -4 4 24 -7 7 8 27 -11 12 -13 -14 14 15 -17 -18 -19 20 -21 21 -23 23 -25 -26 -27 -28 28 30 -31 -32 32 33 34 37 -37 -38 39 -40 -41 -42 -43 -44 -45 -46 -47 47 48 -50 50 52 -53 53 -55 -56 56 57 58 -60 -61 -62 -63 -64
leaf_value=-0.033758665467937189 -0.036422701737603765 -0.025420260568370486 0.03571172122808039 -0.013615109432560946 -0.025866493148494207 0.041707499831392762 -0.031117430311401517 -0.026285451105722155 -0.036337139060693156 0.03873024611899098 0.039590714906517485 0.063769476330810024 0.037298086362507914 -0.016595497521721687 0.067717512958991075 0.0083370235828872583 0.027691573080717326 -0.033042562838443083 -0.035475594570367378 -0.028214629364674199 -0.032689547274894835 0.030648297274590022 -0.0093835517845041391 0.039683700213349653 -0.020989774621786864 0.032996521114445475 0.03133722624290855 0.042754679338237178 -0.022551649500923237 -0.010728473483374938 0.02559344993330756 -9.9519002894614826e-05 -0.030436500725309165 -0.034794672308522012 -0.018974219038019494 0.029901418055421181 0.029291033873928476 0.047565494952438961 0.031729117470099821 0.0133805329278931 0.0015118276671568817 0.011125727614765402 0.032021934235259578 0.032791289244737482 0.015543449109450744 0.0077614959149705648 -0.026198145103738371 -0.035821494809227111 -0.037442817329662981 -0.01617095710438891 -0.036353065152295687 0.034249019319316676 0.023077834965137121 0.038142260916431664 -0.022399432830133487 0.0024696140542126766 0.050971605180698945 0.033265321155021538 0.046393326364316617 0.027426604372761745 -0.021737528325444955 -0.019010256848431904 0.0064384569498656622
leaf_weight=21.945005478337407 15.03757147118449 10.962624728679655 12.34323054179549 8.1162872314453143 19.504559047520168 5.2306484878063193 20.04864227771759 8.7040106356143969 12.394949607551096 12.512558229267595 10.805926352739336 7.6228041350841513 5.7159270346164694 5.6777676120400455 5.2592229396104822 8.162107571959492 6.2177483662962905 16.494226306676865 11.915778540074827 6.5010195076465598 4.3124926388263685 5.7033179253339767 7.8787225037813169 6.4257494434714317 56.866075351834297 6.1627644747495642 4.6898216754198065 5.7628399878740293 27.381392776966099 7.7650006785988808 4.003873035311698 2702.5179972574115 18.880342051386837 11.292612344026571 7.1866237223148328 12.359147444367407 7.0695146247744551 23.263139195740223 6.0223135128617287 9.6238668709993345 12.68248976767063 7.1380190029740325 7.2030437886714926 5.4907249659299842 6.7121969014406195 6.4557985812425605 28.476053521037102 7.1561888456344596 9.9794908910989744 6.2395968437194851 9.1049283891916293 19.962190508842468 7.3395581245422425 8.6589532643556577 9.5818611234426481 918.31058698892593 9.917886093258856 8.0702580362558347 7.3497322723269454 9.1563127487897855 17.350584298372269 6.5883457064628592 7.4811631292104712
leaf_count=1176 196 66 179 36 99 25 87 38 53 44 42 24 19 26 21 33 21 60 51 30 21 21 31 25 320 25 21 26 138 37 15 8695 60 37 24 49 23 97 23 35 44 29 24 19 21 20 97 25 33 20 31 63 24 27 37 3069 33 24 30 28 54 23 25
internal_value=0.000183701 0.000357702 0.00048736 0.00038514 -0.00454987 -0.000838928 -0.0018465 -0.00876442 -0.00393675 0.0122995 0.00538417 0.0261729 0.000297576 -0.00231184 0.0172764 0.0316056 -0.00835082 -0.0123718 -0.00368274 0.0141209 -0.0177322 0.00337702 -0.00207409 0.0126581 -0.0134418 -0.00199447 -0.00887685 -0.0140004 -0.00783604 0.0120553 -0.0164097 0.000787255 0.000860509 0.00882518 0.0166805 0.00467426 -0.00536891 0.0279855 0.00414281 0.0375618 -0.015589 -0.0159556 0.000605778 0.00511088 -0.0131119 -0.0207034 0.000546122 -0.00694017 -0.000526531 0.00435144 0.00855639 0.0222422 5.21742e-05 0.0111423 -0.00267396 0.00077804 0.00320613 0.0147808 0.00738242 0.000417372 -0.00730869 0.00976993 -0.0170519
internal_weight=4302.75 4280.8 4265.76 4253.42 320.465 226.104 220.873 112.878 92.8291 35.521 107.995 21.2298 86.7655 81.0496 19.0991 13.4213 61.9505 55.7328 39.2385 17.3069 21.9316 10.0158 23.0085 14.3045 94.3612 37.4952 31.3324 57.3081 44.9131 13.5278 31.3853 3932.96 3921.99 121.548 89.4997 43.4038 31.0446 46.0959 13.2089 32.887 23.9751 26.6426 3800.44 13.607 32.0483 25.3361 3793.24 113.98 85.5039 75.5244 68.3683 26.2018 42.1665 25.5804 16.9214 3679.26 976.744 58.4331 48.5152 41.1655 32.0092 14.6586 16.5861
internal_count=15849 14673 14477 14298 1437 943 918 494 407 138 424 79 345 326 80 54 246 225 165 72 93 42 94 56 494 174 149 269 216 63 153 12861 12795 433 332 153 104 179 47 132 81 128 12362 55 101 80 12338 382 285 252 227 83 144 88 61 11956 3261 192 159 129 101 47 56
is_linear=0
shrinkage=0.05


Tree=169
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 11 9 70 12 44 60 3 70 36 41 60 23 5 26 10 37 65 40 66 42 22 59 31 8 1 34 39 10 66 31 34 5 17 10 27 72 39 26 26 3 3 3 18 18 5 72 28 2 60 72 3 29 7 10 0
split_gain=21.3253 54.5559 16.9167 64.7511 9.69294 22.1722 2.66888 3.24726 1.99066 1.98093 4.84894 4.09515 2.01144 3.41084 2.26837 2.11806 2.03914 3.87444 2.5672 2.40473 3.19951 2.72886 2.39274 4.68416 7.52459 4.69145 4.26016 4.21043 4.15978 6.11972 5.42036 5.3824 4.70651 4.07665 4.61409 3.92333 3.7605 3.64426 3.63568 3.67339 3.56436 4.61144 3.47017 3.45248 3.44231 4.43998 4.04315 3.40092 3.38162 3.45033 5.95217 4.53871 9.57727 5.72215 4.60397 3.83668 3.20438 3.09414 3.57961 3.03781 3.01595 2.95216 4.50769
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 1.1833333333333336 2.7928571428571431 -0.2987499999999999 1.0000000180025095e-35 11.625000000000002 0.058149767143676707 1769.8480688949674 0.42458333333333337 10.775000000000002 2.6150000000000007 0.057088340494627111 1.0000000180025095e-35 1495.6098838521939 0.50816666666666677 1.3452380952380956 0.31100002041702307 0.11851851851851845 4.785000000000001 3.2469512195121957 2.4350000000000005 0.15476190476190474 2.7822673972755543 0.17208707914683588 0.96666666666666667 1452.4017099226951 2.5250000000000004 0.36342060359137912 2.1222222222222227 2.6554945054945058 0.12755527743012099 2.9550000000000005 1497.3516035012485 1.5000000000000002 1.2583333333333335 0.4741428571428572 -0.20749999999999993 0.40823484369463986 0.4752777777777778 0.58612500000000012 1492.5307041439185 1337.5715042620425 1465.3502366939349 1.5000000000000002 1.0000000180025095e-35 1491.097739472327 0.13291666666666668 4.6833333333333345 77.574478693049301 0.080634195075344611 0.14791666666666667 1484.3039307626666 4.4722222222222232 13.65923770057441 3.0333333333333337 1484.287046385756
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 -4 -5 -6 -7 -8 -9 12 11 -11 14 -14 15 16 17 19 -18 20 -2 -22 23 24 25 27 33 -21 29 44 37 47 36 34 40 -33 56 -31 39 -29 -25 42 -42 -37 46 -46 57 -32 -34 51 55 54 -53 59 -50 61 -30 -24 -59 -54 -28 62 -51
right_child=2 -3 3 4 5 6 7 8 -10 10 -12 -13 13 -15 -16 -17 18 -19 -20 22 21 -23 28 26 -26 -27 60 38 32 30 31 35 48 -35 -36 43 -38 -39 -40 -41 41 -43 -44 -45 45 -47 -48 -49 49 50 -52 52 53 -55 -56 -57 -58 58 -60 -61 -62 -63 -64
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leaf_weight=38.085078690201044 14.268361777067183 123.14239186327904 150.79339490458369 730.09492439776659 59.168159371241927 160.56206927448511 11.16833409946412 10.231682833284141 7.6887096650898448 17.283884271979336 10.552289187908171 8.9751970469951612 14.823778867721559 11.426108494400976 8.9575959146022779 7.7628155648708335 5.6774851754307729 10.30900254845619 6.829885333776474 16.069035649299622 8.6665469408035296 9.1178561672568303 65.124439254403114 474.06491836905479 8.3956407308578473 6.4643885195255271 18.851774588227276 11.627611309289938 15.848483189940454 12.4037968814373 7.2085745036602003 31.042174026370049 13.953118622303007 15.768182337284086 12.049712061882017 6.9674194157123592 13.609210252761839 32.770591214299202 9.1511617004871351 7.2180889248847953 7.2173228263855043 7.2556814253330222 9.5883594751358014 10.276765801012514 8.9645441323518771 7.6995390355586997 6.8388596177101126 7.275050163269043 30.027363434433937 43.603451088070869 103.77776487916708 10.396769136190413 9.1331063210964256 11.063866987824438 8.7057798802852613 6.8669724315404883 8.6186568737030012 9.0900219976902026 8.7141091823577863 10.428903490304945 11.453709259629248 7.4832028746604911 56.057685285806656
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internal_value=-0.000601038 -0.0182136 0.000561087 -0.00392534 0.000772836 -0.00774979 0.000587002 -0.0133483 -0.000160055 0.00441894 0.0158541 0.0273578 0.00408929 0.0177871 0.0038018 0.00362095 0.00378474 0.00399041 -0.0163015 0.00373061 0.0172434 0.00309378 0.00336329 0.00551983 0.0189249 0.0262079 0.00409978 0.0320431 0.00101086 0.00649446 -0.00189401 0.00761104 -0.00235196 0.00304942 0.00382331 0.0156298 -0.0189459 -0.0151013 0.020334 0.0328897 0.00308375 -0.0156899 -0.0300726 -0.00349247 0.0150022 -0.00586813 0.0188765 -0.0191225 -0.000323575 0.000804568 -0.0024537 0.00970192 -0.00188811 0.012188 0.021977 -0.0103399 -0.0306649 0.0219237 0.00345235 0.0284417 0.0223286 -0.012662 -0.0149362
internal_weight=2604.71 161.227 2443.48 1129.71 978.914 248.819 189.651 29.0887 17.9204 1313.78 36.8114 26.2591 1276.97 26.2499 1250.72 1241.76 1233.99 1221.49 12.5074 1211.18 32.0528 17.7844 1179.13 615.176 58.9259 50.5303 556.25 44.0659 563.95 214.376 107.944 62.77 349.574 525.944 510.176 48.2864 38.0764 45.1744 27.9969 18.8457 498.126 24.0614 16.8057 17.2442 106.432 16.6641 89.7674 14.4836 311.498 297.545 217.789 79.7558 41.0226 30.6259 38.7331 114.011 24.4671 82.9286 17.8041 19.562 30.3055 107.144 99.6611
internal_count=15849 4005 11844 8083 4675 2286 966 351 107 3761 106 75 3655 77 3578 3553 3530 3474 56 3439 91 51 3348 1742 164 141 1578 121 1606 612 314 181 994 1491 1448 139 108 133 77 52 1414 67 47 51 298 48 250 42 886 847 625 222 114 85 108 323 70 230 49 54 87 302 281
is_linear=0
shrinkage=0.05


Tree=170
num_leaves=64
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split_feature=73 65 69 34 15 39 7 28 2 40 73 36 38 12 10 22 70 26 3 55 22 65 71 70 69 72 5 72 17 13 5 28 30 59 56 2 42 5 23 7 66 44 30 3 11 30 49 54 3 52 52 53 65 59 27 6 0 64 28 3 71 10 4
split_gain=7.62524 3.5377 3.68602 3.24593 4.50794 3.87267 3.66147 4.67339 4.2839 6.17106 5.4321 5.30768 4.85945 4.62324 4.85398 5.23693 4.47787 4.93001 4.35597 4.02941 4.83048 4.87561 4.50794 4.40088 4.39885 4.52052 4.25346 4.11398 4.10713 3.98863 7.52526 4.36723 4.0032 4.00031 4.61774 3.98824 4.36784 3.97781 3.90182 6.94881 4.246 4.52196 3.89914 4.70833 3.89809 3.86044 3.79959 4.18222 7.35883 4.95455 4.57645 4.78462 3.76892 5.00507 3.86811 6.59871 7.25844 5.1931 4.95146 4.60266 4.58126 4.91101 4.35357
threshold=1.0000000180025095e-35 0.66947368421052644 0.51000000000000012 2.1050000000000004 0.36666666666666675 0.3419486692323177 8.3317449203046881 8.6125000000000025 46.717106279843627 1.9350000000000003 1.5000000000000002 4.995000000000001 0.16682691679294029 1.0000000180025095e-35 0.79285714285714304 0.33166666666666672 -0.3241666666666666 0.5395000000000002 1536.7686276257139 1.385 0.41428571428571431 0.13718954248366008 -0.39458333333333323 -0.33624999999999988 0.43000000000000005 -0.35041666666666665 1517.4152021276038 0.091249999999999901 3.5000000000000004 0.77500000000000013 1488.6593237412505 4.0500000000000007 0.15362762237762237 3.1663880910058251 2.3850000000000002 50.610878819597254 4.6550000000000011 1496.4562280388971 4.2250000000000005 23.560386949180955 3.3592375366568921 9.5600000000000023 0.21575680631965019 1559.7571055584901 1.5166666666666668 0.24647607702997817 1.905 1.0750000000000004 1531.3535175602676 1.8550000000000002 1.8750000000000002 2.3050000000000002 1.0000000180025095e-35 3.0173088295501076 0.50816666666666677 1493.1961998759482 1567.1728352126818 0.023256302521008354 5.1833333333333345 1482.3156572496575 -0.11624999999999994 1.5166666666666668 1580.5400059601368
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 -4 -5 5 -7 8 -9 9 11 -12 -13 13 14 -16 -17 17 18 -20 28 21 -23 26 42 27 -27 -28 -29 -30 30 31 32 -34 -35 -36 36 -38 -39 39 -41 41 -43 -44 -45 -46 -47 47 50 -50 -51 -52 -53 53 -55 55 57 -58 58 -60 -61 61 -63 -64
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leaf_weight=16.561387935653329 72.742056854069233 15.649081788957121 2.5469708219170561 1367.6498418599367 14.010474562644957 5.108813300728797 12.160588920116423 6.2030099257826796 5.4710450321435919 47.118566200137138 387.25640920549631 10.657466664910315 16.079335294663906 20.904448680579666 71.032022789120674 7.4256290793418875 47.858492106199265 8.1752699315547925 5.5375229865312567 9.6458612084388715 21.695479154586792 10.410362698137758 533.95022162050009 35.438680686056614 15.184662491083147 85.641540572047234 55.386757433414459 10.85995316505432 20.142915870994329 6.6882235854864147 10.243378818035128 7.2454393655061704 6.7395464330911636 22.360164701938629 6.8980724215507498 10.496431127190592 6.9130387976765624 9.888370677828787 5.2714108079671878 11.090651236474512 11.063652768731119 5.8126875013113013 5.9225838631391516 6.5049650669097892 5.4339770600199699 17.827198848128319 5.8084533587098184 5.9088791199028474 8.4366128593683225 13.552255403250454 461.80276898294687 4.4970564469695091 71.789930514991283 8.8965830132365209 23.62946505844593 12.813560709357263 9.0809119045734388 6.3495661318302137 5.3895913809537888 85.726034626364708 7.4128665179014233 10.340482726693152 6.0476415306329718
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is_linear=0
shrinkage=0.05


Tree=171
num_leaves=64
num_cat=0
split_feature=73 65 65 27 65 42 53 29 53 7 55 70 23 37 9 0 30 7 34 66 53 41 6 21 73 12 15 3 9 71 14 59 6 42 20 73 72 28 15 10 66 49 21 22 3 25 0 70 27 39 20 71 28 11 16 8 22 30 60 9 42 27 10
split_gain=9.49705 7.87014 5.82379 3.27487 5.56736 4.93429 4.11034 3.86587 5.46293 6.60275 6.16652 4.57249 4.02139 4.62977 5.42582 4.28932 3.8322 3.77198 3.75853 4.83533 6.45082 3.60378 3.59739 3.93973 3.48446 5.46727 4.38669 4.20667 4.61679 3.98077 6.1447 3.46288 3.94378 4.60473 3.81555 3.71747 3.45143 5.30268 4.81727 4.89596 5.39533 4.10427 4.73898 5.49386 5.46535 5.07326 4.53081 4.99286 4.48733 3.84101 3.87735 3.79954 4.73449 4.90753 4.26012 3.7293 3.70009 3.57183 3.55809 3.44038 3.9724 4.08854 4.37381
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 0.50472222222222241 0.47565217391304343 2.9050000000000007 2.5950000000000002 3.4365079365079372 2.8550000000000004 -13.149434391056046 2.1750000000000003 -0.32916666666666661 3.8452380952380958 0.74315628581482074 1.4555555555555557 1792.3873853783623 0.090567327409432671 52.358235129464681 2.1050000000000004 2.6978260869565225 3.2250000000000005 2.5550000000000002 1545.6153876980563 0.30785714285714288 1.5000000000000002 0.36666666666666675 0.77500000000000013 1370.0721070199022 1.3095238095238098 0.19541666666666668 0.55000000000000016 2.2179468107965161 1519.3481356342272 2.1950000000000007 1.0000000180025095e-35 2.5000000000000004 -0.36874999999999997 3.3875000000000006 0.90000000000000013 0.86190476190476206 2.8550420168067232 3.5150000000000001 0.13392857142857142 0.33166666666666672 1479.4471186092317 0.22500000000000003 1465.5505351374361 -0.11458333333333327 0.45414285714285713 0.42202845155034113 2.5000000000000004 0.15583333333333338 3.9500000000000006 1.861904761904762 1.0000000180025095e-35 1.1833333333333336 0.23611111111111113 0.17405329593267879 0.068074314881466813 2.2583333333333337 7.2650000000000006 0.58236111111111122 1.3166666666666669
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 -4 5 6 59 -8 12 9 10 16 -13 17 14 -16 -17 -18 -19 -20 20 -22 -23 23 -25 27 -27 -28 28 29 -31 -32 -33 33 -35 -36 -37 41 38 -40 40 -42 -43 49 44 45 48 47 -49 -50 -51 51 -53 54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
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leaf_count=1176 196 65 179 37 97 938 29 4151 27 195 26 79 31 38 27 60 63 71 98 44 21 37 24 27 56 42 45 223 21 44 188 3667 32 24 104 25 44 20 37 97 26 35 956 104 56 21 24 77 30 41 23 37 69 34 65 37 35 30 23 139 110 411 1061
internal_value=0.000176327 0.000339534 0.000465113 0.000367728 0.0016203 -0.00117257 0.0239056 0.00135343 0.00426882 -0.00341514 -0.00813454 0.0162944 -8.00074e-05 0.000930741 -0.0225485 0.0012988 0.0128625 -0.00649562 -0.0132625 -0.00780149 -0.028465 -0.0370198 0.00102077 0.0262494 -0.0083909 0.00536508 -0.00870663 -0.0116332 -0.00887826 -0.000457157 0.00462802 -0.00337436 0.00735358 0.0283261 0.00067214 0.017617 0.00660046 -0.00294587 0.00439084 0.0108748 0.0198871 0.00814599 0.00748394 -0.000726677 0.00824912 -0.00368909 -0.0125392 0.000434448 -0.0254431 0.0104123 0.0112802 0.00122221 0.0057341 -0.00936339 0.0178162 -0.028149 0.0069435 0.0103131 -0.0160471 0.00177124 0.00254285 0.00196634 0.000304577
internal_weight=4290.4 4269.85 4255.29 4243.53 2340.35 1903.17 27.6938 2312.66 762.287 177.461 143.177 34.2835 1550.37 1339.36 20.6716 1318.69 28.1037 211.01 115.074 84.2889 21.1928 15.6705 1306.27 13.9787 195.311 37.2545 24.1957 158.056 141.873 75.7998 63.327 1088.81 70.361 16.9999 53.3612 20.4746 584.826 81.4889 61.2295 50.4468 37.7946 503.338 492.743 129.54 73.6081 41.6383 55.9316 30.545 16.3056 363.203 353.143 75.3694 64.8883 28.8447 36.0436 25.3865 17.7486 25.3327 12.6522 814.363 770.905 751.516 624.684
internal_count=15849 14673 14477 14298 7750 6548 126 7624 2539 553 447 106 5085 4364 102 4262 89 721 358 260 65 75 4202 51 650 118 76 532 476 253 209 3889 222 56 166 62 1986 268 203 166 123 1718 1683 423 241 137 182 101 51 1260 1219 263 226 92 134 81 58 86 43 2659 2520 2410 1999
is_linear=0
shrinkage=0.05


Tree=172
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 12 73 73 69 27 40 72 17 56 6 6 28 72 71 28 3 36 55 21 36 70 21 66 8 3 74 72 71 3 28 30 2 0 38 9 64 28 22 64 25 72 30 65 72 70 65 30 30 51 30 7 29 17 72 22 27 42
split_gain=21.3451 51.3747 15.828 62.7618 9.03305 21.6224 2.60337 2.54057 3.30312 2.1159 2.03811 2.28908 2.85328 3.42521 4.76783 3.38544 4.46908 4.01269 3.10234 3.05321 4.29345 3.80785 2.92086 4.29233 2.89719 3.66754 2.74343 2.71036 2.22407 1.97092 3.39017 2.16561 3.96152 3.91706 3.91457 3.88143 4.42624 4.37447 3.81994 3.64001 3.50967 3.30188 3.22524 5.91608 4.3027 4.29071 4.10009 3.827 5.89428 4.59387 4.32264 4.11923 3.4704 3.35544 3.12579 3.02903 3.01607 2.95002 5.17717 5.59524 5.65942 4.99741 8.06773
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 0.70833333333333337 6.5000000000000009 7.5000000000000009 0.41000000000000009 0.64422222222222236 4.205000000000001 -0.14166666666666664 1.0000000180025095e-35 1.9750000000000003 1497.0871373276138 1513.65131734752 4.6833333333333345 -0.23749999999999991 -0.18458333333333327 4.1833333333333345 1449.955981977658 3.1650000000000005 1.7750000000000001 0.33166666666666672 2.8950000000000005 -0.26124999999999993 0.4642857142857143 2.7886762360446578 0.25833333333333336 1499.9968048655444 1.5000000000000002 -0.5379166666666666 -0.35833333333333328 1496.6690030271936 5.4142857142857155 0.18482827913774202 -21.32910633499068 1481.3058989381846 0.20637070574773184 0.51666666666666672 0.025756578947368405 4.8452380952380958 0.13392857142857142 0.05473684210526316 0.86607142857142871 0.03666666666666666 0.12917130144605118 -0.11033927544565839 -0.47833333333333328 -0.38124999999999992 0.03553359683794461 0.20941306755260244 0.072595520421607371 1.1850000000000003 0.23281766650921112 12.776155207796934 3.8660714285714293 1.0000000180025095e-35 0.17416666666666666 0.69047619047619058 0.53585714285714292 3.4050000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 29 -4 -5 -6 7 10 -9 -10 11 12 15 14 19 26 18 -18 27 21 -21 -14 -23 -24 25 -15 -7 -17 -22 30 -2 32 35 34 -33 36 37 38 -31 41 -41 -35 44 45 47 -44 54 50 -49 -50 -42 53 -51 -52 -45 -38 -36 58 61 60 -60 -34 -63
right_child=2 -3 3 4 5 6 -8 8 9 -11 -12 -13 13 24 -16 16 17 -19 -20 20 28 22 23 -25 -26 -27 -28 -29 -30 31 -32 33 57 39 56 -37 55 -39 -40 40 42 -43 43 46 -46 -47 -48 48 49 52 51 -53 -54 -55 -56 -57 -58 -59 59 -61 -62 62 -64
leaf_value=0.034036543732781983 -0.023855988286010862 -0.034352057465825488 -0.034387244277405193 0.0035693637166043096 -0.034433147782188311 -0.021878647218820206 -0.040032499661891485 -0.034470681530394238 -0.012642145031809084 0.023346812997216863 0.032816705208356736 -0.021206545301694857 0.018412139016358735 0.010554917036096784 0.034092318558402335 0.0085503865559996388 0.026907962854606417 -0.024361408084567299 0.065580646322685107 -0.012379277994423711 0.057919674566414517 -0.03663591790475678 0.030727452055321854 -0.039380783205873703 -0.038774759862481252 -0.036402083596436118 0.021910097557551574 0.051667800197164993 0.012303896494188692 0.018947563311814793 0.011749395763150677 0.04378239413671027 0.00061907550425283119 -0.043963346419372419 -0.016411934353660361 0.040258470266629723 -0.027395605694735634 0.0427399200679923 -0.018270495160714832 -0.018308852648710551 -0.029073060733076063 0.0069179117638316955 0.048576540507358455 -0.0061008551333486339 -0.025100859634814066 -0.00078697374777985177 0.0055351777370518176 0.045082084133197628 -0.023078273443298478 0.026013112557720715 0.048935184902555127 -0.021568844265250971 -0.011926750955232756 0.011251841184240956 -0.04978742828870461 0.013624007386710386 0.029203069269581529 0.0048888627722996061 -0.0087690199850779006 -0.034217295651627393 0.032733666431157035 0.043629983645161269 -0.010584080282609922
leaf_weight=35.691774252802134 15.975199401378633 119.08829850330949 145.83890061452985 730.39310085773468 57.2211724659428 9.8898952975869161 3.8531296197324982 10.553282188251616 10.770971663296224 6.5785200446844092 5.8888451159000388 9.2932330220937711 8.0133493021130509 13.022742174565797 11.842320919036863 10.031113855540751 7.5372768789529783 7.7309686467051506 6.3638788163661983 8.3767972588539212 5.4190104156732541 13.29600999504328 5.043859947472809 3.8493961691856384 9.0495906025171262 6.108930140733718 5.6035820841789237 5.724709525704383 5.2715424969792366 24.464479312300682 11.496665611863135 15.034277103841307 228.14430168271065 6.6074750423431379 6.9464770033955556 12.26481246948242 11.212460815906526 12.804054364562033 9.5995112359523755 11.809441074728964 7.612916260957717 6.1620399206876755 8.0591290295124054 7.1040096879005494 6.8075753003358832 9.7009151577949524 13.774572566151617 21.73155851662159 7.1686121523380271 38.054356008768082 7.0932230055332175 7.9971497729420653 7.1616952121257773 35.333361715078354 9.6653199195861799 7.5181776881217948 7.5760675966739655 596.82002716511488 82.980810038745403 19.382012501358986 9.1165222823619825 17.753940582275394 11.18582148849964
leaf_count=1176 46 2829 3408 2389 1320 41 26 238 70 33 20 40 28 43 39 36 24 31 20 31 18 54 24 23 39 28 19 18 23 69 32 44 653 25 20 37 33 37 27 34 21 23 23 20 21 28 40 62 20 106 20 24 20 99 27 21 22 1700 241 57 26 49 34
internal_value=-0.000577498 -0.0185819 0.000567093 -0.00379146 0.000776919 -0.00750282 0.000645669 0.00149171 -0.0124131 0.00100402 0.00395733 0.00283533 0.00440682 -0.00104413 0.00560584 0.0136111 0.021755 0.000948078 0.0361171 -0.00124106 0.0144241 -0.0111307 -0.0217997 0.000381495 -0.0154649 -0.00443891 -0.00604141 0.0242166 0.0354264 0.00429599 -0.00895554 0.00457937 0.00359186 0.00884706 0.0258985 0.0144409 0.00961382 0.0178245 0.00845921 0.00646802 0.00812796 -0.0194102 0.00979514 -0.0013344 0.0136639 0.0216131 -0.0146775 0.0156608 0.0231901 0.0141083 0.00604538 0.0113475 0.0200039 0.0175521 -0.0312804 -0.010931 0.00738433 0.00271683 -0.000800384 -0.00979951 -0.00466076 0.00310191 0.0226751
internal_weight=2589.47 154.78 2434.69 1122.57 976.727 246.334 189.113 185.26 27.9028 17.3495 157.357 151.468 142.175 89.2935 61.1123 52.8814 37.3879 15.2682 22.1197 49.27 19.0674 30.2026 22.1893 8.89326 28.1813 19.1317 15.4935 15.7558 10.6906 1312.12 27.4719 1284.65 1043.25 241.4 29.5568 77.8635 65.5987 46.868 34.064 211.843 199.074 12.7695 187.264 48.3039 138.96 17.76 30.5439 132.153 74.1162 52.3847 58.0367 50.4237 45.2161 42.4266 16.7693 18.7306 14.5225 965.383 368.563 111.479 92.0973 257.084 28.9398
internal_count=15849 4005 11844 8083 4675 2286 966 940 341 103 599 579 539 350 240 189 129 55 74 201 72 129 101 47 110 71 60 54 41 3761 78 3683 2984 699 86 224 187 133 96 613 565 48 531 138 393 51 87 372 208 146 164 143 126 119 47 54 42 2760 1060 324 267 736 83
is_linear=0
shrinkage=0.05


Tree=173
num_leaves=64
num_cat=0
split_feature=73 42 30 48 44 41 27 27 34 25 16 25 27 20 28 19 72 38 3 4 4 34 69 53 70 0 71 20 5 70 65 29 14 61 29 3 7 72 28 11 28 38 65 59 0 49 7 38 5 8 11 20 64 9 46 52 7 11 51 0 71 73 14
split_gain=7.12618 3.31835 5.34847 2.98634 2.92793 4.76596 2.90844 3.21652 3.2958 5.46193 3.95137 6.99649 3.058 6.12467 4.20677 3.74381 4.55268 3.79023 4.59781 5.01328 4.33462 3.37348 3.32198 3.71281 2.77703 3.01077 2.7697 2.72931 5.08045 3.44176 4.49764 4.23789 3.2125 2.95113 4.49668 3.67178 3.64269 4.16463 3.39069 6.37964 2.91523 2.64565 5.44495 4.92273 4.53614 3.44715 3.20414 3.07571 2.67532 2.4894 5.45102 5.49275 3.2266 5.1951 7.33398 4.82511 4.39034 6.12154 4.94879 4.33928 4.2992 4.22036 5.24865
threshold=1.0000000180025095e-35 5.4650000000000007 0.20554346434515428 3.1350000000000002 12.025000000000002 2.2950000000000004 0.5221111111111113 0.39472222222222225 1.3950000000000002 0.43650793650793651 3.5000000000000004 0.64583333333333337 0.42211111111111116 2.5000000000000004 4.6833333333333345 1.0000000180025095e-35 0.48583333333333339 0.22921055330477058 1573.4912389987192 1468.714457057732 1504.4299861367565 1.2250000000000003 0.87000000000000011 1.6250000000000002 0.024999999999999956 1503.6640724292672 0.13166666666666668 5.5000000000000009 1482.8841363283057 0.049583333333333257 -0.035555555555555597 4.2928571428571436 0.90000000000000013 0.22500000000000003 4.9500000000000011 1552.7334012148715 21.146707550053865 -0.040416666666666642 4.2111111111111121 1.1833333333333336 8.7250000000000014 0.20194099725811113 -0.083978494623655836 3.0173088295501076 1630.6176381851963 1.9850000000000001 -27.828242790424266 0.20337039527236472 1473.4745199702181 2.8619047619047624 2.183333333333334 2.5000000000000004 0.019374999999999951 0.7678571428571429 5.1250000000000009 3.2450000000000006 4.4927836468317546 0.51666666666666672 1.2850000000000004 1538.7753401932112 -0.3824999999999999 4.5000000000000009 0.77500000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 4 27 24 7 -3 10 -10 12 -12 13 14 -9 16 17 18 19 -14 -21 -20 23 -17 25 -6 -8 33 -29 30 -30 -32 -31 40 38 -36 37 -37 39 -35 41 42 -2 44 48 46 -45 -43 -44 52 51 -51 -49 61 55 56 -55 -58 59 -59 -61 62 -54
right_child=1 2 -4 -5 5 -7 26 8 9 -11 11 -13 15 -15 -16 22 -18 -19 21 20 -22 -23 -24 -25 -26 -27 -28 28 29 32 31 -33 -34 34 35 36 -38 -39 -40 -41 -42 47 43 45 -46 -47 -48 49 -50 50 -52 -53 53 54 -56 -57 57 58 -60 60 -62 -63 -64
leaf_value=-0.03363167341545386 0.028011848967579012 -0.024705332329773403 -0.024018102716737089 0.0362661075460139 -0.037906601399695511 0.025573388793361032 -0.029714727309278228 0.042385837795952931 0.063240420296583152 -0.0019686378726236678 0.079914045130681635 -0.036378808428737162 0.0095327502397440506 0.072892755253526564 -0.024797976271317666 0.034608504636882302 -0.030494459743953851 -0.020255946541904418 -0.036493364902539127 0.11054429088426998 0.031556339895362606 0.039121023855131838 0.036816048233330796 -0.025713218705792625 -0.049549769651966613 0.0054921098101283015 0.014572904171025089 -0.021888560050014924 0.056427231453746576 -0.019799397410259777 0.042483964761037649 -0.0028019418046679166 0.023814431660482163 -0.043466881252869509 -0.018145300830003045 0.0022760678721520139 -0.021735939955017259 0.051397743997816603 -0.029734210806224428 0.029616777680693176 -0.027902792029146386 -0.035575978585442918 0.033080320996124679 -0.050756162284186612 0.052643641060580774 0.018019553847283858 -0.0053355762369693815 0.00013628328106414937 -0.00088650713825049387 -0.017318370752429684 0.031397924330495292 0.022307568536159589 0.024579259146213242 0.0050728428371759511 0.051495351395079672 -0.03074374162383909 0.0327521417635665 0.0122180440449568 -0.033445103273135789 -0.040183065535566193 -0.0061595951906622494 0.030071666810605215 0.0020090278047686558
leaf_weight=15.50864626187831 27.082573644816875 10.900138691067694 34.725166842341423 5.8749169260263434 7.0049955919385054 5.8241783678531638 15.411465842276813 3.5887587592005712 5.8455032557249051 7.1257375106215477 3.8128938339650622 1.9572503231465814 5.7347252722829669 3.8296134546399108 6.6430374570190907 2.7644299864768973 6.6247984990477553 5.5173169132322064 3.9315353073179713 3.6224075332283974 3.3368235342204571 2.3607937544584274 2.664480995386838 33.026752382516861 7.7187412530183783 9.3046579360961896 4.5792100857943288 9.5108614787459356 9.6092610508203524 9.288131535053255 8.6030632480978984 12.931343629956244 7.7410592585802069 4.8684283941984159 11.934590667486189 8.551139712333681 4.9126446247100821 8.7099039107561129 28.876220732927322 7.7228195071220398 8.8514798786491138 5.8665014877915374 6.9392472356557837 8.6350565180182457 5.5887038707733145 4.8180279284715644 7.0552655160427102 2687.6274588983506 35.218129321932793 65.42499185539782 7.9935893267393103 10.09453861415386 35.695844653993845 284.13853289373219 7.1995017454028121 11.930679000914095 9.626578785479067 28.263478487730026 17.332755697891116 10.60150273889303 74.754094567149878 26.912565588951111 92.523183789104223
leaf_count=1176 118 80 360 27 28 26 133 21 23 31 34 24 43 22 54 30 71 54 43 24 21 12 21 287 30 35 36 34 33 37 32 48 28 21 41 30 29 30 144 28 40 27 28 31 27 19 39 9465 153 282 31 41 131 995 27 48 42 107 72 51 324 100 370
internal_value=0.000192789 0.000330213 -0.00654045 0.00064653 0.000589092 -0.0150054 -0.00198669 0.00111605 0.003865 0.0274179 0.000448256 0.0404672 -0.00231238 0.0189547 -0.00123354 -0.00660999 0.00628062 0.0162231 0.0268238 0.0441472 0.072671 -0.00812391 -0.0170445 -0.0210541 -0.0248412 -0.0131476 -0.0195699 0.000717927 0.0115068 0.0181001 0.0279827 0.0152899 2.6397e-05 0.000542903 -0.00923189 0.00421583 0.0162513 0.0270628 -0.0202931 0.00135885 0.000755174 0.000828248 0.00904231 0.00151541 0.0103158 -0.0189731 -0.0303325 0.000596285 0.00470455 0.000659252 -0.00786568 -0.0120217 0.000875871 0.00419442 0.00144149 0.000616195 0.00149712 -0.00573016 -0.00855908 -0.00476268 -0.0103854 0.0120708 0.00829252
internal_weight=3832.67 3817.16 168.003 3649.16 3643.29 29.8526 133.278 113.287 102.387 12.9712 89.4156 5.77014 83.6455 14.0614 10.2318 69.5841 31.1284 24.5036 18.9863 12.694 6.95923 6.29233 38.4557 35.7912 24.0284 16.3097 19.9907 3613.43 57.6837 48.1729 31.1437 21.5344 17.0292 3555.75 75.5757 34.1083 22.1737 17.261 41.4675 12.5912 3480.17 3471.32 95.337 68.2544 47.7461 20.5083 15.6903 3375.99 42.1574 3370.12 83.5131 75.5195 3286.61 598.979 443.847 436.648 424.717 140.578 130.952 113.619 85.3556 155.132 128.219
internal_count=15849 14673 1424 13249 13222 119 1064 895 815 54 761 58 703 97 75 606 268 197 143 88 45 55 338 317 93 63 169 13103 212 178 113 80 65 12891 323 130 89 60 193 49 12568 12528 415 297 208 89 70 12113 181 12086 354 323 11732 2267 1666 1639 1591 596 554 482 375 601 501
is_linear=0
shrinkage=0.05


Tree=174
num_leaves=64
num_cat=0
split_feature=73 65 65 65 11 70 29 29 72 69 26 65 69 31 34 29 46 4 61 11 27 21 7 65 11 64 21 39 65 28 8 34 31 71 0 1 71 54 11 51 65 13 5 12 37 3 72 30 27 30 71 30 38 64 14 59 35 69 10 26 22 27 25
split_gain=8.87447 7.57308 5.60516 3.18998 3.62568 3.75096 3.5157 4.80075 5.9999 5.3933 5.05126 3.59887 3.62807 3.58289 3.48078 3.47174 3.36916 3.49013 3.25039 3.60746 4.38251 4.1037 5.95983 3.74157 3.54395 5.87029 5.58273 5.23624 4.37521 6.09755 3.84116 3.78741 3.36923 4.00892 7.7424 4.13805 4.57148 3.34837 3.26721 4.58287 4.97669 4.22085 4.83327 3.93394 4.1803 3.61211 3.52855 3.93421 3.58902 3.34192 4.09099 5.10759 4.06575 3.12077 3.65541 3.11856 3.08577 3.066 6.42552 4.00858 5.52382 3.89942 7.6967
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 -0.3342156862745097 0.93095238095238109 0.13041666666666663 6.8166666666666673 7.2111111111111121 0.31208333333333332 0.79000000000000015 0.6170714285714286 -0.13320346320346324 0.25000000000000006 0.21353768953856223 2.6150000000000007 3.0500000000000003 5.1950000000000012 1679.526704212627 0.22500000000000003 0.69047619047619058 0.50683333333333336 0.94444444444444453 16.193586587052668 0.16220720720720719 0.59166666666666679 0.013139097744360851 0.38750000000000007 0.18043729100001452 -0.018387096774193545 3.183333333333334 1.3166666666666669 2.0550000000000002 0.086313324819071918 0.29375000000000001 1415.8509338427036 1563.5993545707495 0.35208333333333336 1.1850000000000003 0.42261904761904762 1.1450000000000002 -0.065502645502645493 0.70833333333333337 1507.6987860786805 0.45000000000000007 0.34094590784640622 1568.6785480458404 -0.073333333333333237 0.17315263476680798 0.46707142857142864 0.11639196206818692 0.070416666666666669 0.14239631336405525 0.28847394389911601 0.12609375000000003 0.55000000000000016 2.446557452170925 3.0150000000000001 0.79000000000000015 0.34523809523809529 0.5338750000000001 0.2678571428571429 0.51211111111111129 0.43650793650793651
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 15 18 -8 9 10 11 -9 -13 14 -14 -3 17 -6 19 20 23 22 32 24 38 26 28 -27 -26 -30 -28 -31 -22 -34 -35 -36 -37 -25 39 40 -5 42 56 44 -43 -42 49 48 -48 -40 -51 -52 -53 54 -20 -46 -41 -21 -59 60 61 62 -60
right_child=1 2 -4 6 16 -7 7 8 -10 -11 -12 12 13 -15 -16 -17 -18 -19 53 57 21 -23 -24 37 25 27 30 -29 29 31 -32 -33 33 34 35 36 -38 -39 46 41 45 43 -44 -45 55 -47 47 -49 -50 50 51 52 -54 -55 -56 -57 -58 58 59 -61 -62 -63 -64
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leaf_weight=19.246230289340019 14.07720568217337 6.5395562499761573 11.356606220826505 8.3456688672304136 134.1142328158021 10.485965713858603 47.300079144537449 6.431388482451438 16.983501709997654 6.8960646092891684 7.5781492888927451 46.489722862839699 7.172725439071657 6.7622480168938628 5.3004521280527115 44.819555304944515 5.4423661306500426 8.2162388712167722 7.7131968811154357 2805.6311420612037 13.434851408004759 27.050225302577019 24.806478060781956 15.795731745660303 14.037211462855337 4.4115290865302113 11.475603431463243 25.326906234025955 11.409618049859999 24.671762079000477 8.1829617023468 6.838395193219184 182.20557357370853 7.0632788166403762 11.91615843772888 15.386468976736071 16.01790327578783 19.83794242888689 14.589705422520636 20.070468410849575 23.2656075283885 6.6708709895610871 12.205376371741293 6.5093531757593146 7.7487522214651134 9.7612015828490239 10.564376980066305 10.847783043980597 10.04101814329624 8.108250826597212 7.0014630183577564 10.855963759124281 10.835374295711516 10.259192429482935 96.829941004514694 9.7451231777667982 6.339214861392974 14.716521933674811 21.189133666455746 75.73801463842392 139.84074486047029 34.588158421218395 33.863257706165314
leaf_count=1176 196 24 179 28 489 40 193 26 63 35 25 173 23 29 33 175 22 38 27 9302 42 90 85 56 46 23 34 80 36 74 25 21 641 26 39 51 59 74 46 61 76 23 38 22 25 32 33 36 32 28 23 37 31 36 375 30 22 48 67 248 449 120 113
internal_value=0.000170623 0.000323681 0.000445077 0.00035099 -0.00566248 0.00450224 0.000664192 -0.00682287 -0.000797542 0.00452979 0.00819871 0.00412031 0.00761334 0.0258762 0.00998738 0.0100662 -0.00991656 -0.0113929 0.000955875 0.000702762 -0.00273814 -0.00715204 -0.00529734 0.00118091 -0.000639319 -0.00797136 -0.000652836 -0.0268262 0.00727651 0.0152017 -0.0236266 0.00386123 -0.00765256 -0.00905882 0.00342433 -0.00449008 0.00502898 0.0164983 0.0033905 -0.00223089 -0.0153988 0.00563166 -0.00536713 0.0194778 0.0287713 -0.00668152 0.0108995 -0.00229064 -0.0151212 0.0189723 0.0109441 0.0198061 0.0317912 0.0092435 0.011826 0.0416132 -0.0173927 0.00140004 0.00603744 0.00448152 0.00777339 -0.00191565 -0.0101816
internal_weight=4278.96 4259.71 4245.63 4234.28 209.618 61.8451 4024.66 150.914 103.614 86.6308 79.7347 72.1565 65.7251 19.2354 12.4732 51.3591 147.773 142.33 3873.74 3758.94 633.374 297.881 270.831 335.493 299.86 106.354 76.6156 29.7384 56.957 42.9198 19.6586 31.5102 246.024 232.589 50.3838 43.3205 31.4044 35.6337 193.506 110.662 41.3725 69.2892 38.6151 30.6741 24.1647 33.0268 82.8439 31.4532 20.6054 51.3908 36.8011 28.6928 21.6913 114.802 104.543 17.4939 26.4097 3125.57 319.936 305.219 229.481 89.6405 55.0524
internal_count=15849 14673 14477 14298 788 239 13510 600 407 344 309 284 258 85 56 199 549 527 12910 12472 2125 1033 943 1092 962 339 236 103 177 131 59 95 858 816 175 149 110 130 623 357 136 221 121 100 78 108 266 101 65 165 119 91 68 438 402 55 83 10347 1045 997 749 300 180
is_linear=0
shrinkage=0.05


Tree=175
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 21 6 69 74 55 71 3 71 41 17 59 19 65 30 1 22 4 36 34 69 69 4 35 35 9 8 15 30 2 30 70 71 2 30 6 29 26 31 53 49 3 8 13 23 8 2 26 72 60 56 59 3 49 3 9 72 51
split_gain=21.3269 48.3706 14.8118 60.8289 8.50902 20.9931 2.40219 2.82509 3.52681 2.69294 3.76118 3.35515 2.93989 2.64917 4.99658 2.9971 3.68274 4.01459 3.20757 3.89853 4.08581 2.86294 2.69662 2.60712 2.56029 2.46947 2.42102 2.14666 2.58486 3.43283 5.10016 2.14514 1.96331 2.92369 2.97018 3.15512 3.3895 2.77047 2.65401 2.47358 2.19715 2.07221 1.95549 1.94066 2.17607 3.03583 2.49047 3.17716 6.5237 5.24279 5.00897 3.84246 3.39581 4.25616 2.87985 4.73313 3.94636 2.83801 2.67247 3.8481 5.22386 3.08963 3.40342
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 0.58571428571428574 1488.5830718326517 0.63000000000000012 1.5000000000000002 1.5950000000000004 -0.58833333333333326 1344.7812837169017 0.27458333333333335 2.0050000000000003 1.0000000180025095e-35 3.1083861715372376 3.5000000000000004 -0.021724137931034445 0.14438717067583043 1446.9083188257871 0.43650793650793651 1397.3746875593272 2.2250000000000005 1.6050000000000002 0.17000000000000001 0.39000000000000007 1489.3530786701251 3.1850000000000005 2.9950000000000006 1.7928571428571431 1.7928571428571431 0.55000000000000016 0.22926223241590213 -82.165814253090943 0.16371473354231972 -0.0012499999999999497 -0.35833333333333328 50.610878819597254 0.13423734983618493 1479.9315720024906 3.7888888888888892 0.52950000000000019 0.059676434676434652 3.3650000000000007 4.3750000000000009 1313.4077985226997 0.59166666666666679 0.29166666666666669 2.6458333333333335 0.79285714285714304 -273.58719182112105 0.4281666666666667 0.30125000000000007 0.068074314881466813 1.7650000000000003 2.8737319920451134 1499.9968048655444 3.4050000000000007 1551.7504278597087 1.1222222222222225 0.048749999999999953 1.1850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=2 -3 3 4 5 6 7 8 -10 11 -12 12 13 14 -16 22 -18 -19 19 -21 23 -23 27 -25 -26 -27 -28 28 -30 -31 -32 -33 43 -35 35 37 38 40 -40 -41 42 -43 -44 44 -46 -47 47 50 57 -51 51 52 58 -55 55 -57 -58 -59 59 -61 -62 -63 -64
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leaf_weight=33.44502286426723 1310.3041280135512 115.14507609046996 141.05077681783587 12.481440350413321 55.308142787776887 8.1956465151160973 9.4803102277219313 3.4644210506230646 4.5185980312526217 4.2197132408618918 6.304363600909709 7.3545834310352793 6.8564156368374842 7.3705093730241042 4.3569930195808411 2.9000503011047831 7.7562644127756348 7.5935471616685382 5.601010741665962 16.927515098825097 4.4864437058567983 5.9224683567881575 9.0395374186336976 4.215026780962944 6.2437439747154713 8.8990512583404762 6.8537585996091357 9.4050388894975203 15.665947036817668 5.5890373215079299 4.0057487059384576 4.9432247504591942 4.962025746703147 7.3438996523618689 7.4414938837289792 7.1072174757719067 7.1699983291328016 7.6553982570767429 11.932837903499601 8.2151980847120267 8.1639462858438474 7.1904289275407791 6.6706240959465495 17.05603364109993 12.234198689460753 9.1839695274829847 21.099694415926933 46.341170959174633 11.390300482511522 13.251878313720225 15.440664574503897 10.629644736647608 146.37637627124786 7.1886119097471228 7.2580147683620435 6.2662657201290131 12.479342781007288 6.303534433245658 14.008695751428606 11.481659382581709 13.549054518342016 171.2263708896935 81.437531944364309
leaf_count=1176 3761 2829 3408 36 1320 38 74 25 25 18 24 37 32 30 26 14 34 31 24 107 24 22 51 20 32 40 27 51 92 21 17 30 17 25 24 24 23 27 38 29 26 22 22 55 40 26 60 150 38 41 48 30 512 23 21 20 37 21 41 36 44 583 250
internal_value=-0.000554362 -0.0189421 0.000572158 -0.0036635 0.000780559 -0.00731449 0.000645268 -0.0120006 -0.00210129 0.00316904 0.0196723 0.000568432 -0.000842047 0.000980596 0.0235925 -0.0013827 0.00550488 0.00116693 -0.00395338 -0.0138123 0.00540649 0.0122322 -0.0110778 -0.0160343 -0.000810052 0.00816883 0.00609059 -0.0141759 -0.00851731 0.00388041 -0.00983985 -0.0112623 0.00347851 0.0103341 0.0129782 0.00905185 0.000232412 0.0215522 0.0157756 -0.0127635 0.0129526 -0.000435938 0.0241793 0.00249847 0.00274217 0.00315294 0.00272529 0.00326464 0.0150664 0.0277711 0.00213489 0.00359985 0.00281317 0.0160839 0.0229866 0.00466127 0.0337112 -0.00959899 0.00148568 -0.0109998 -0.000867211 0.00270718 -0.00110708
internal_weight=2573.96 148.59 2425.37 1115.07 974.015 243.477 188.169 31.3056 21.8253 156.863 21.3538 135.51 131.29 123.935 11.7275 112.208 65.6024 57.8462 50.2526 31.23 14.3025 19.0226 46.6054 8.70147 13.1002 17.3067 15.0494 43.7053 34.6658 18.9998 13.4108 8.40765 730.538 91.3725 84.0286 71.5471 41.95 29.5972 19.1028 22.8471 22.49 14.6319 14.8346 639.165 634.203 621.969 612.785 595.729 52.0454 34.3516 543.683 497.342 481.902 43.8219 36.6333 13.5243 23.109 17.6938 438.08 39.0394 27.5578 399.04 227.814
internal_count=15849 4005 11844 8083 4675 2286 966 194 120 772 89 683 665 628 56 572 326 292 261 175 68 86 246 44 64 95 65 232 181 89 68 55 2389 296 271 235 136 99 61 75 75 46 48 2093 2076 2036 2010 1955 160 101 1795 1645 1597 131 108 41 67 59 1466 121 85 1345 762
is_linear=0
shrinkage=0.05


Tree=176
num_leaves=64
num_cat=0
split_feature=73 65 29 10 10 10 45 59 36 71 27 29 28 30 4 28 72 38 36 8 12 1 30 46 1 45 6 6 7 59 22 4 28 72 66 0 8 4 74 4 31 14 30 60 8 46 7 65 10 56 27 27 4 73 74 66 7 3 65 60 2 29 7
split_gain=6.65931 3.16837 2.96525 4.03386 5.61475 6.5158 3.87213 3.80476 3.58818 3.33556 3.26915 4.61695 3.95621 2.82216 2.74446 2.7036 3.05819 2.69228 2.49748 3.20026 3.01501 4.22205 5.06152 3.6641 2.99966 2.93026 2.9249 4.24381 4.57143 5.34966 7.16905 6.18544 3.78119 3.70294 3.8735 5.46881 3.71657 4.6058 3.97349 4.45342 4.39199 6.27513 6.0775 3.69606 3.88281 3.99894 3.67118 6.14343 3.58735 3.41684 3.37379 3.42757 5.28173 5.1753 5.00797 6.36776 4.30481 4.91329 4.8692 6.74233 6.09219 4.22187 6.09707
threshold=1.0000000180025095e-35 0.91500000000000015 2.2928571428571431 1.1380952380952383 1.5444444444444447 2.3095238095238098 1.3450000000000004 2.7822673972755543 1.9750000000000003 0.10624999999999997 0.45354166666666668 2.0500000000000003 5.1833333333333345 0.80909090909090919 1454.9516375083542 8.4500000000000011 0.10791666666666662 0.28220493285599862 2.8250000000000006 2.7817460317460321 0.22500000000000003 1502.0273518570373 0.20554346434515428 3.7350000000000008 1462.6617866870058 1.5250000000000001 1502.0417350274874 1526.2462930462643 18.256021744822082 3.0455707190046786 0.41428571428571431 1662.065898942363 3.6125000000000003 -0.52541666666666653 2.5875959079283892 1457.8277364389871 2.7000000000000006 1529.4889600238064 1.5000000000000002 1483.3481862696988 0.13732974105672804 0.90000000000000013 0.14717282261741901 0.095328499474179415 1.861904761904762 3.3350000000000004 4.7651879591284123 -0.23503759398496235 1.1833333333333336 1.2950000000000002 0.59133928571428584 0.50527777777777783 1390.1193757366516 3.5000000000000004 1.5000000000000002 3.2277777777777783 11.052300553159855 1360.338030439565 -0.065502645502645493 0.061999252645874657 194.35983469198882 4.8944444444444457 -5.8562921158106738
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 10 -5 -7 -9 -2 12 14 15 -12 18 -17 -6 19 25 21 24 -23 -22 -21 -4 50 32 29 30 46 -31 49 -34 35 -35 38 -38 40 -40 41 42 -37 44 45 -41 47 -29 -36 -28 51 -20 53 -53 56 -56 57 -54 -58 -60 -61 62 -59
right_child=1 -3 13 4 5 8 -8 9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 26 20 23 22 -24 -25 -26 -27 27 28 -30 31 -32 -33 33 34 48 36 37 -39 39 43 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 52 54 -55 55 -57 58 61 59 60 -62 -63 -64
leaf_value=-0.033612370540508495 -0.031867698377553842 -0.034918657459284519 0.0018455910157889545 -0.0044340052469072633 -0.0038449775419805879 0.050044255970251333 0.015476677150236854 0.017687095576100278 -0.011039943958140353 0.06769720777198962 0.0067080628557557587 0.028345468657749531 0.023937481094047211 0.020901971299319175 -0.036247637716325165 -0.037012338868281362 0.013998049638049476 -0.043124755452075621 -0.0010693962823220726 -0.0060577126654430737 -0.02832044018790783 -0.036386893922912708 0.010371068646817338 0.010790622457583367 0.042446369936648555 -0.030330678750759607 0.01813333987946349 0.022956257767574016 -0.022611725651219126 0.071071667402034619 0.047755991329799047 0.00079241327770837122 -0.025378957458895169 0.037331753015583356 -0.027841605699521921 -0.0069314889544406962 -0.014450862216637862 0.054451380351136773 -0.026740401268646491 0.00046948634562715675 -0.019289119332599657 -0.033111729776923941 0.047490970132053723 0.052162096204151513 -0.020827364885670187 0.056163538050738919 0.025222654375838822 -0.028958680189968267 -0.0050973703643981344 -0.022826849148223399 -0.020839370177087452 -0.026402487479764647 -0.046167453492592908 0.019741326517750828 -0.0088180194413068399 0.043784959055027613 0.04517497049889261 0.062552398529476375 -0.021732890284802076 0.015117141787209505 0.069712169912208966 -0.015449896538993825 0.0065911947764675897
leaf_weight=14.521893663331864 28.608610365539789 6.3713633157312861 2497.6938815191388 8.1750515848398226 6.9629908427596154 5.2547537833452207 9.0887685865163785 7.9450891911983472 4.4316614270210266 5.7452504485845566 4.7405821345746579 6.6796184331178656 4.6147035509347907 17.077411271631718 17.244773082435131 9.6590007133781892 4.222797490656375 11.679885804653166 509.49807458370924 5.2499486356973639 26.838791482150555 11.046580813825132 12.157627157866953 7.7082519978284827 8.1140012443065626 7.0958905518054953 5.6286086142063132 7.9908454120159105 11.334889143705366 7.2349298745393735 7.6287261620163909 5.5191331282258034 20.039588939398527 10.501204229891298 22.858092039823532 10.275255680084234 3.9065549336373788 6.3967957273125648 6.2420375272631636 7.1839928850531631 45.082082837820053 7.5358832851052275 10.244378410279749 6.7471900582313529 6.9475645273923865 5.8456876948475838 7.5592095889151087 19.865237098187215 71.775443803519011 53.349757142364979 18.102788168936968 20.315511070191864 4.290870949625968 8.6695045419037324 44.564519271254539 6.6059695295989505 20.795368328690529 6.7286158576607695 9.3828617483377439 24.015682056546215 6.4909189604222766 10.837059702724217 17.595006242394451
leaf_count=1176 147 179 8344 30 33 18 33 34 22 21 20 28 26 58 77 54 22 45 2516 26 122 41 44 27 29 24 19 27 67 29 30 29 96 40 123 43 26 33 36 30 216 30 38 23 40 25 36 92 376 236 91 94 19 45 212 33 84 23 60 105 34 44 69
internal_value=0.000182197 0.000311006 0.000370018 -0.00732607 0.00352218 -0.0111694 -0.0149979 0.0225569 0.0220974 0.0386742 -0.0194733 -0.00881862 -0.018151 0.00062326 -0.0269853 0.000528779 -0.0214951 -0.028454 0.000612507 0.00145748 -0.00900181 0.00100481 -0.0118885 -0.0195938 0.0233918 0.00175444 -0.00141111 -0.00502891 0.00633698 0.0122177 0.0037903 0.0406594 -0.00756758 -0.00479661 -0.00293483 0.00277431 -0.000343149 0.0283268 -0.00312718 0.0112848 -0.00962333 0.00590852 0.0202388 0.0201664 0.00936004 0.0254563 -0.00568025 -0.0140663 -0.0105911 -0.0189178 0.000468042 0.00102723 0.00695223 -0.0126007 0.0106979 -0.00202712 0.0172005 0.00434287 0.0255592 0.0153331 0.0267334 0.010507 0.0220717
internal_weight=3824.52 3809.99 3803.62 121.172 50.1947 28.3293 70.9771 21.8654 9.68642 13.6903 61.8883 33.2797 26.6001 3682.45 21.9854 3665.37 13.8818 18.6429 3651.49 2575.9 71.1152 36.5682 23.2042 34.547 13.3639 2504.79 1075.59 367.693 67.133 55.7981 43.044 12.7541 300.56 241.582 221.542 126.909 116.407 10.3034 106.104 32.9665 73.1376 28.0555 20.5196 26.7244 19.9772 13.0297 35.4153 27.8561 94.6335 58.9784 707.893 689.79 180.292 28.985 151.307 51.1705 100.136 39.4516 60.6848 39.8895 30.5066 35.1607 24.3236
internal_count=15849 14673 14494 534 203 118 331 85 40 55 298 151 123 13960 97 13902 76 78 13826 8657 289 140 85 149 55 8368 5169 1740 310 243 185 58 1430 1175 1079 580 540 59 481 154 327 111 81 118 95 55 155 119 499 255 3429 3338 822 139 683 245 438 155 283 199 139 136 92
is_linear=0
shrinkage=0.05


Tree=177
num_leaves=64
num_cat=0
split_feature=73 65 65 2 72 65 34 10 30 1 71 44 26 0 10 55 27 42 11 40 38 0 10 8 8 31 35 30 27 17 26 4 7 31 5 9 7 2 11 29 9 2 56 34 26 37 30 34 69 31 44 14 40 18 35 2 69 5 2 30 3 71 70
split_gain=8.29298 7.29477 5.29474 3.07498 3.255 2.99744 2.96983 2.89599 4.25933 2.79524 3.6768 2.9459 2.82578 2.5746 4.59814 5.68692 4.24818 6.28036 3.89075 3.87002 3.62002 3.45725 4.6266 4.5693 5.86558 5.49233 4.33505 4.17412 6.11609 4.81829 4.59717 4.47951 4.48192 4.07542 3.93095 4.06324 4.47634 5.1554 4.57289 3.89719 3.83813 4.60436 3.81172 3.41785 3.37692 5.8066 3.29508 8.14416 6.09096 5.34951 5.1944 4.8272 4.23365 5.06399 4.5576 4.20349 3.47545 5.2469 3.38899 6.29686 5.1256 5.06392 4.35516
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 -323.73913880835715 0.004166666666666651 -0.14902097902097897 6.9850000000000012 2.0333333333333337 0.14980314960629923 1726.592814999555 0.40625000000000006 9.0750000000000011 0.35366666666666668 1535.7201740974324 2.9309523809523812 1.3550000000000002 0.49950000000000006 2.1450000000000005 2.5444444444444447 5.7250000000000005 0.27244595588985038 1511.3860332773113 0.25833333333333336 1.8452380952380951 1.9226190476190481 0.164428622927181 4.3850000000000007 0.10822072072072071 0.42211111111111116 1.0000000180025095e-35 0.45527777777777784 1556.81948841894 3.5243579438036936 0.24202037351443123 1482.2069761326036 1.9309523809523812 11.653763808055716 29.90225079902007 0.59166666666666679 0.31666666666666671 1.2071428571428573 -16.339457878238701 1.8950000000000002 4.745000000000001 0.50316666666666687 0.4331304618407682 0.17871660859465732 1.5450000000000002 0.81000000000000016 0.16489180922170613 6.1250000000000009 0.55000000000000016 2.7250000000000005 1.0000000180025095e-35 3.1050000000000004 -22.54299173849699 0.11000000000000001 1490.9111651118776 -190.72328074735432 0.10994505494505492 1294.3994476542869 -0.080416666666666636 -0.3866666666666666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 9 13 -6 -9 10 12 -11 -5 14 19 -16 -17 -18 -15 21 -19 23 -23 26 25 -25 39 29 -29 -26 31 32 -30 -24 -32 36 37 38 -36 -7 41 -40 -37 46 -42 -46 58 -48 49 51 -51 -49 -52 -54 -55 -50 57 -53 59 61 -60 -41 -61
right_child=1 2 -4 5 7 6 -8 8 -10 11 -12 -13 -14 18 15 16 17 20 -20 -21 -22 22 33 24 27 -27 -28 28 30 -31 34 -33 -34 -35 35 42 -38 -39 40 43 44 -43 -44 -45 45 -47 47 48 55 50 52 56 53 54 -56 -57 -58 -59 60 62 -62 -63 -64
leaf_value=-0.033681029358147714 -0.036216096557715786 -0.026506557109730461 0.035412083159387285 -0.030839864262115754 -0.022728369719640408 0.036427111346111894 -0.024641577466062933 0.056327170001340479 -0.014833683391823647 -0.02939040062709802 0.030300680796731344 0.0037948523519987423 -0.0017400564934120497 0.0024556648287928566 -0.032659208418340663 -0.030356377484271526 -0.027145957564034914 0.046915409527634143 0.0176732176620246 0.03725906379671666 -0.0029361285108801191 -0.041490790713842783 -0.0050372313157286209 0.011602469585542027 -0.049542624410879171 0.056886773608863489 0.030982197359839848 0.040944315008213578 0.015028062188466737 0.0086378263886998652 0.047038202396601503 -0.041494457366257703 -0.030948432136774801 0.019343035148360572 0.036413780571134952 0.0095506336778609802 0.030689172570596276 -0.037705989459537848 -0.039133491820850227 0.052946339879150095 0.031060161683398469 0.0064117085821778557 0.051835951259784699 -0.022595609844761402 -0.037932540852649681 0.025935867365279103 -0.015285699698980505 0.022175664056298831 0.055082563261179655 0.032587124587207514 0.017507056330558084 -0.030078762757018492 -0.030717349974122173 0.038586126210876155 -0.019631043394275266 0.0022759170724047022 -0.024179224550426877 0.018629748458748562 -0.017675500360780999 -0.027314073604419554 0.0010983923692998666 0.014146779671485719 0.0061934433255207647
leaf_weight=18.022154588252306 13.626801090314983 21.568220518529415 10.786436237394808 8.4335080683231336 5.8698350787162772 7.3463678658008567 11.149680115282534 4.4894303157925588 3.9555440470576286 18.631799608469013 8.8806039318442327 10.431934259831904 773.45936541259289 1233.4205551669002 23.639018684625626 8.5511994659900683 7.3835865780711201 9.9965510219335538 43.48419975489378 7.138980269432067 5.7284045070409766 8.2471270710229856 275.12935154139996 16.758604332804683 7.2451392710208875 11.151138186454771 11.448244132101534 12.43467605113983 15.736545644700529 6.9936785846948624 6.5194025337696067 9.2398708164691907 7.9930837601423255 18.279822990298271 8.3146062791347486 14.092250287532808 11.158290296792982 9.4620514959096891 12.417399518191816 11.585287392139433 10.630750462412836 10.032459333539007 8.5707468539476377 16.666904553771019 7.1592025160789472 7.0760414004325867 110.11064427345991 9.9643038958311063 8.7475746273994428 17.657809168100357 22.41520319879055 8.9381796866655367 15.676011547446253 7.112923398613928 6.374748021364212 6.6208585798740378 40.170450821518898 14.49474838376045 37.624604940414429 11.96175494790077 1078.2622175291181 30.678677499294281 51.230761125683784
leaf_count=1176 196 161 179 33 34 23 82 20 22 86 30 44 2668 4268 84 30 38 34 178 39 19 27 878 53 24 35 63 39 51 21 20 31 26 60 27 46 37 28 41 37 34 33 28 83 23 25 345 32 25 56 67 28 53 22 22 20 129 46 118 44 3341 106 181
internal_value=0.000164654 0.000308165 0.000425639 0.000336339 -0.0142382 0.000461153 0.00112074 0.00424664 0.0229961 -0.00225029 -0.00169058 -0.0174791 -0.00205393 0.00120625 0.000122229 -0.014103 -0.000247791 0.0108937 0.00297389 0.000510333 0.0287551 0.00038044 -0.00455645 0.00124725 0.00849592 0.0296955 0.000329998 0.00491167 0.0073545 -0.0209661 0.00433665 -0.0119591 -0.000458651 -0.0035183 0.00943243 0.00695383 0.00142906 -0.00358676 0.00221649 9.81634e-05 -0.00379284 -0.0187801 0.0255422 -7.90171e-05 0.00973817 -0.00618489 0.000172913 -0.00484457 0.00242393 -0.00079485 0.00918058 -0.010183 0.00116745 -0.0113912 0.0110706 0.032333 -0.0152524 5.05327e-05 0.00127507 0.00984267 0.000465389 0.0247824 -0.000149218
internal_weight=4268.38 4250.36 4236.73 4225.94 35.883 4190.06 3370.22 14.3148 8.44497 819.837 790.773 29.0637 781.893 3359.07 2082.17 55.2988 31.6597 23.1085 1276.9 2026.87 15.725 2019.73 301.656 1718.07 192.986 27.9097 1525.09 165.076 150.837 14.2388 138.403 32.9695 23.7296 293.409 105.433 98.9138 76.2508 65.0925 55.6305 1513.64 47.3159 22.4499 22.663 1506.29 24.866 14.2352 1489.63 268.283 158.173 142.804 69.2367 73.5677 51.5789 29.1637 13.4877 15.3684 63.6034 23.4329 1221.34 105.456 1115.89 42.264 63.1925
internal_count=15849 14673 14477 14298 237 14061 11200 76 42 2861 2731 130 2701 11118 6672 205 121 91 4446 6467 53 6428 965 5463 622 88 4841 534 489 45 450 108 77 938 342 322 248 211 183 4778 156 74 74 4755 82 48 4672 845 500 455 220 235 164 97 44 45 203 74 3827 368 3459 143 225
is_linear=0
shrinkage=0.05


Tree=178
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 28 28 18 48 14 22 48 1 3 12 64 2 51 38 71 14 59 59 71 27 10 40 30 55 56 74 70 13 70 29 72 72 31 44 31 55 5 30 60 12 65 1 70 1 3 59 31 12 4 55 10 29 69 71 27
split_gain=21.2956 45.5399 13.9269 58.8993 8.01516 20.379 2.29371 3.11849 1.93019 2.7502 3.32347 2.83254 2.34473 4.14288 5.45042 4.62159 3.88572 3.82441 3.2882 3.17984 3.42343 3.04954 3.02701 2.97421 2.82943 3.21079 2.81195 2.76278 3.53247 2.74207 2.53126 2.45317 2.30729 2.2978 3.22669 2.69791 4.28874 4.09369 4.24805 3.92823 6.28878 4.10191 3.26517 3.91254 3.05505 7.39291 6.60347 4.53907 4.09128 3.97989 3.85364 3.75976 3.5745 3.03342 3.58229 2.92354 4.00327 3.01105 2.91095 2.81593 2.71761 3.15032 2.65538
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 8.0500000000000025 7.1055555555555561 1.5000000000000002 2.7350000000000008 0.90000000000000013 0.23611111111111113 1.8750000000000002 1579.6491734262988 1505.2285093986425 0.36666666666666675 0.028012820512820454 226.60260049207048 1.135 0.29805731751986159 -0.0087499999999999488 0.70833333333333337 2.8568797148532972 3.0085938828972889 0.13791666666666669 0.54612500000000008 1.3166666666666669 2.3950000000000005 0.18395402298850577 2.1050000000000004 1.5650000000000002 1.0000000180025095e-35 0.0062499999999999006 0.22500000000000003 -0.21499999999999994 5.0500000000000007 -0.084583333333333274 -0.16624999999999993 0.17157287157287157 5.455000000000001 0.10033557046979867 1.7050000000000003 1491.3232668118815 0.17315263476680798 0.079924068825888761 0.55000000000000016 -0.19525252525252521 1430.9426638059856 0.095416666666666608 1450.4044055122845 1417.3309300792919 2.8186716689095852 0.14239631336405525 0.36666666666666675 1506.4986478047911 1.3550000000000002 1.7928571428571431 2.9500000000000006 0.65000000000000013 -0.044583333333333294 0.42683333333333334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 8 -6 -7 -8 9 11 -11 12 18 16 24 -16 22 -18 19 31 -21 -19 -14 27 29 -26 -25 28 -20 32 -27 33 -15 34 -5 42 53 38 39 40 41 -38 43 -35 46 47 48 49 -44 -46 -51 52 -50 -37 -55 57 -57 -47 -39 -40 61 -53 -61
right_child=2 -3 3 4 5 6 7 -9 -10 10 -12 -13 13 14 15 -17 17 21 23 20 -22 -23 -24 26 25 30 -28 -29 -30 -31 -32 -33 -34 35 -36 36 37 58 59 -41 -42 -43 44 -45 45 55 -48 -49 51 50 -52 60 -54 54 -56 56 -58 -59 -60 62 -62 -63 -64
leaf_value=0.033947505727580818 0.0040652206182442236 -0.034283026101826555 -0.034316692618537557 -0.020472332033163891 -0.034358665191625094 0.002953441690085839 -0.034418918032924184 0.00019334288230001389 -0.025100607215452111 0.055002550283909601 0.0073476479079864244 -0.021076927786528879 0.018149887462313729 0.0012317525617000964 -0.029935870744778444 0.013235133467677502 0.042174080849322892 0.026564566839417426 0.039519787805908105 0.0063718557245183386 0.055521176275081789 -0.019983112168811271 -0.015489915533477137 -0.0083690481460661926 0.04278398591575637 0.030864779840332569 -0.036694248364190857 -0.015029166349449986 -0.0047678906530465824 -0.015899177095208935 -0.011382361644423803 -0.024505006679820286 0.031443973034932501 -0.019618628471320402 0.012459413083362401 -0.0035017384359682783 -0.0076844362833160852 0.033794731432254463 0.017397694425733062 0.044042225368439492 -0.040277573197145117 0.042655933995367559 -0.016353797765563581 0.019471729117258037 0.017417396608878064 0.051429594926743906 0.041671930776767299 0.022013845690610115 -0.027086183073583084 -0.022462210802038543 0.012824846547413152 0.052874294499369701 0.019937051916227123 -0.0029543725736182066 -0.047598650855876966 0.034147006145548407 -0.017022718188719754 0.016613883425011116 0.0039532826665062458 0.014221775332150487 0.0016784214617553762 0.01639415572090051 -0.018046038002946272
leaf_weight=31.336334785446525 1309.8986571468413 111.37193631520495 136.41138435294852 22.018467262387276 53.489066025242209 159.29207886382937 10.311741558834912 17.640229856595397 5.9004421830177298 5.6368761286139515 10.424848109483717 11.863575417548416 16.277168683707718 19.796606644988064 19.362906537950042 9.1189525723457319 22.386965900659561 9.7082601338624936 8.7447476536035591 8.6753743067383748 5.9886926263570777 5.518968626856803 11.350364793092011 33.09978986531496 11.41696557402611 6.3481330275535575 11.916419792920349 11.057357050478457 9.2811961621046049 14.246908396482466 8.0309851020574552 8.0882020592689496 9.2825519293546659 20.620521217584614 11.23282380402088 34.701252609491348 7.4568701982498267 17.56699500977993 8.8553103506565076 8.1840952038764936 5.9889700561761847 8.8484073281288129 12.413465291261671 9.282800041139124 10.907690167427061 11.63097555935383 21.177591785788536 13.498487174510954 8.1856663227081317 41.379461839795113 9.5165470093488675 11.701841861009596 7.9824364185333243 7.8155492693185833 10.570657983422278 6.7619048058986655 8.792548716068266 13.324945434927939 15.280641466379164 7.5034224390983573 8.6508315801620466 11.973639219999315 42.420905083417892
leaf_count=1176 3761 2829 3408 70 1320 615 244 107 29 19 41 69 51 62 80 29 68 34 27 34 18 21 38 125 36 20 45 38 31 44 27 27 28 66 34 110 24 52 27 23 20 25 38 29 34 33 60 41 26 132 29 33 23 24 35 20 28 39 48 23 26 36 140
internal_value=-0.000532136 -0.0193007 0.000576116 -0.00355282 0.000771275 -0.00714011 0.000635275 -0.0125754 0.00338105 0.00361321 0.0240722 0.00314895 0.00356192 0.00881296 0.00229275 -0.0161139 0.0185674 0.0290252 0.00195789 0.00353567 0.0264441 0.00969379 0.00432947 -0.00781546 0.00987724 0.0229874 -0.0158671 0.0046472 0.016717 0.00207152 0.00726902 0.00277964 0.010876 0.00328551 -0.00934746 0.00432786 -0.000337164 0.00482111 -0.000732657 0.0144155 0.00353966 0.0196338 0.00791555 -0.00748392 0.0102425 0.00501234 0.0176216 -0.00425338 0.0092593 -0.00999038 -0.0158642 0.0158157 -0.0038701 -0.0122016 -0.0286214 0.0222358 0.00522202 0.0328401 0.0199126 -0.00858725 0.0256616 0.0344248 -0.0131963
internal_weight=2559.52 142.708 2416.81 1106.91 970.502 240.733 187.244 27.952 729.769 723.869 16.0617 707.807 695.943 162.846 97.604 28.4819 65.2417 37.6142 533.098 458.998 14.6641 15.2272 27.6275 74.0995 69.1222 25.7961 45.0162 29.0833 18.0259 43.3261 14.3791 444.334 29.0792 436.246 33.2513 402.994 175.193 122.106 89.258 30.4783 22.2942 16.3053 227.801 29.9033 197.898 115.813 82.0855 75.3022 60.9079 61.8037 50.896 48.4944 16.1681 53.0875 18.3862 40.5104 15.5545 24.9559 32.8476 58.7796 32.3263 23.6755 49.9243
internal_count=15849 4005 11844 8083 4675 2286 966 351 2389 2360 60 2300 2231 538 326 109 212 123 1693 1427 52 55 89 266 217 83 170 96 58 134 47 1375 90 1348 104 1244 551 382 282 92 69 49 693 95 598 356 242 236 182 195 161 144 49 169 59 120 48 72 100 190 95 69 163
is_linear=0
shrinkage=0.05


Tree=179
num_leaves=64
num_cat=0
split_feature=73 65 29 10 10 10 45 59 36 27 29 28 71 30 4 38 28 72 44 29 31 27 28 27 26 2 3 27 17 9 26 10 5 28 0 0 27 34 41 44 4 3 4 5 34 70 4 23 69 23 24 26 31 26 42 31 7 70 15 56 31 10 8
split_gain=6.22361 2.95325 2.77877 3.80921 5.17652 6.13537 3.63316 3.49256 3.31272 3.13028 4.31268 3.74524 2.94244 2.64032 2.62369 2.60007 2.53591 2.90815 2.45238 2.86028 7.22209 4.29187 4.36565 4.08885 4.79659 4.05194 3.84376 3.2911 4.11145 3.37046 3.0125 3.63785 3.00884 2.99759 2.74677 4.13262 2.58979 3.71249 2.58084 4.56858 4.49112 5.38652 6.24806 4.86736 7.43999 3.06242 3.14339 6.27306 4.03836 4.79951 4.63005 4.94026 4.75972 4.18181 4.58566 4.58379 4.01857 3.73772 3.7509 4.71554 4.39165 3.37276 3.19714
threshold=1.0000000180025095e-35 0.91500000000000015 2.2928571428571431 1.1380952380952383 1.5444444444444447 2.3095238095238098 1.3450000000000004 2.7822673972755543 1.9750000000000003 0.45354166666666668 2.0500000000000003 5.1833333333333345 0.10624999999999997 0.80909090909090919 1454.9516375083542 0.28220493285599862 8.4500000000000011 0.10791666666666662 12.125000000000002 6.8166666666666673 0.15919147224456962 0.57354166666666673 2.8660714285714293 0.61472222222222228 0.51894444444444454 -73.068322182334541 1560.7260130961358 0.61950000000000005 1.0000000180025095e-35 0.96666666666666667 0.5531666666666667 2.8500000000000001 1511.1556072898177 4.3875000000000011 1589.3640871511532 1534.8653086587415 0.69650000000000012 8.5800000000000018 2.2350000000000008 11.775000000000002 1434.7936586922349 1682.8792304714605 1501.6597071003059 1539.590257882189 1.3150000000000002 0.23708333333333337 1675.5081560395495 3.7750000000000004 0.27000000000000007 1.6904761904761907 0.64583333333333337 0.43387500000000007 0.24353400222965438 0.47816666666666668 4.2550000000000008 0.22179813401187448 8.0763334527499655 -0.0087499999999999488 0.70833333333333337 1.925 0.17358241505968777 0.96666666666666667 1.3166666666666669
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 9 -5 -7 -2 11 14 -9 16 -11 -6 18 -18 19 36 23 26 -23 24 -21 -25 30 28 -24 -29 31 -22 -30 -31 35 -20 37 38 -4 40 -40 45 -43 -44 -45 46 48 62 49 -42 51 -50 -53 -51 55 -55 -52 -56 60 -60 -59 -58 -48
right_child=1 -3 13 4 5 8 -8 12 -10 10 -12 -13 -14 -15 -16 -17 17 -19 34 20 21 22 27 25 -26 -27 -28 29 32 33 -32 -33 -34 -35 -36 -37 -38 -39 39 -41 41 42 43 44 -46 -47 47 -49 50 53 56 52 -54 54 57 -57 61 58 59 -61 -62 -63 -64
leaf_value=-0.033594320267081861 -0.03131669539057249 -0.034823630487536172 0.00071776197727671672 -0.0043673808229753724 -0.0036607298461601629 0.04811940946131716 0.014763931297462805 0.017065394059097277 -0.010630317648948267 0.006379658148994165 0.027045544951559638 0.022963671372543557 0.063728334179043555 0.020219934181243467 -0.035680551661328122 -0.042443656107828298 -0.036489286291799261 0.013315732075624146 -0.020093552766307456 0.045374555293802667 -0.036979594511984154 0.050874369050167213 -0.010873685153876282 0.023209964698728408 0.0047947781534226274 -0.027087818669939118 0.01507822058575594 0.015991147950323831 0.040662643886552018 0.0047445590252269999 0.0096451604404025337 0.0042701072825302167 0.0044582761231371322 -0.029973495976395228 -0.041687085954247693 0.033663622796083967 -0.02818343997962218 0.027646227996727047 -0.021414575112087636 0.04164118725332755 0.047644336647262781 0.068281414998733359 -0.04017120421639165 -0.015601135509104592 0.082984638464026095 -0.024730546727587933 -0.012081210938180953 0.018949309215165688 0.034282190295981389 -0.021857295914400297 0.027733075417930422 -0.02868166441324764 0.034668342158809831 0.038511059676873252 -0.023449424662323387 -0.015722282574480252 0.023838622407965904 0.0020697769867517551 -0.037092410003243502 0.049766685209399759 0.096036085318329703 -0.025304433783962344 -0.057504306809875255
leaf_weight=13.597110263071952 28.053591765463352 5.9775095190852872 3184.4424976781011 8.1533924043178576 6.9480812326073709 5.2768991664051992 9.1427602097392064 7.950550049543379 4.4003365002572536 4.746048375964171 6.7496285811066619 4.6513574495911589 5.8745550364255905 17.056498773396015 16.948052544146776 11.432326983660458 9.4184970967471582 4.2551317214965811 12.393627747893339 23.456300236284733 21.451010577380661 5.4211947917938224 10.352203138172625 9.7049054428935069 10.560600414872168 6.8164858669042578 10.412405595183371 12.078599356114863 14.947844736278059 10.404514968395235 7.1219829060137263 7.1187146306037894 9.3148976713418943 15.448944598436354 6.991267140954732 5.0245402231812468 7.9214490726590148 12.492259725928305 37.966213714331388 5.2182069793343535 7.0597118213772765 5.4523746185004738 4.1357073821127397 4.4364954829216003 3.3655015602707863 18.064443256705999 6.8468572199344662 7.0521622523665419 4.044428437948226 12.355986602604387 13.108227193355562 37.425039041787386 3.220142249017953 18.057642877101902 12.466682139784096 4.9680132493376723 5.1338018402457264 2.4968764968216437 4.6517989784479141 2.3529488891363144 2.4769486002624035 10.913526777178047 8.9217526875436288
leaf_count=1176 147 179 11491 30 33 18 33 34 22 20 28 26 21 58 77 45 54 22 49 77 74 19 33 36 41 26 38 46 53 38 28 27 35 55 44 21 27 62 294 28 39 41 27 41 13 135 26 26 17 56 51 245 18 68 114 21 35 26 49 10 14 75 37
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internal_weight=3816.7 3803.1 3797.13 120.328 50.0361 28.0576 70.2914 21.9785 9.67724 61.1487 33.0951 26.3455 13.8251 3676.8 21.6941 18.3804 3659.74 13.6736 3646.07 3621.66 174.611 124.072 77.9682 50.5383 34.0169 16.5214 46.1041 72.547 34.6149 37.9321 35.6917 28.5697 24.2627 25.8535 24.4094 17.4182 3447.05 3439.13 3426.63 242.191 236.973 199.007 17.3901 11.9377 7.802 181.617 163.553 22.8208 140.732 66.8866 73.8452 44.6896 40.6452 59.8269 47.4709 23.0257 29.1556 24.4453 11.9786 7.00475 4.97383 16.0473 15.7686
internal_count=15849 14673 14494 534 203 118 331 85 40 298 151 123 55 13960 97 78 13902 76 13826 13712 626 446 279 180 118 62 167 260 121 139 129 101 88 93 114 70 13086 13059 12997 1506 1478 1184 122 81 54 1062 927 89 838 397 441 280 263 358 302 89 161 213 99 59 40 110 63
is_linear=0
shrinkage=0.05


Tree=180
num_leaves=64
num_cat=0
split_feature=73 65 65 7 29 65 4 29 29 72 8 69 11 26 29 31 19 3 46 6 17 27 66 2 56 23 71 59 10 3 9 7 3 6 3 8 56 22 1 27 0 10 70 69 4 27 23 1 0 29 37 11 34 8 10 40 25 69 3 3 3 31 30
split_gain=7.75068 7.0025 5.005 2.88309 3.9533 2.73875 3.15372 2.92334 5.21134 6.39866 4.85196 4.02483 3.12576 4.2205 4.61132 3.72509 4.79835 4.60014 5.32095 3.57143 5.15188 5.08096 3.68536 3.42969 3.87306 3.60412 4.46991 5.7574 5.28911 5.16757 4.579 4.26914 4.17033 5.76101 5.67022 5.69753 5.83442 5.41039 4.52034 4.16705 3.95996 5.61267 4.41851 6.61196 5.42709 5.01818 6.79645 4.71169 4.63871 3.72128 3.67136 5.47822 6.77094 4.59497 4.43653 5.9587 4.60849 5.58597 5.36249 4.91807 4.43266 4.17155 4.17735
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 -66.10007883755712 8.0500000000000025 -0.18120857699805074 1731.8182961427322 6.8166666666666673 7.1055555555555561 0.31208333333333332 1.0333333333333337 0.69000000000000006 2.5444444444444447 0.46211111111111119 4.3875000000000011 0.14451137884872822 1.0000000180025095e-35 1547.6815613982619 3.4650000000000003 1486.8855006305341 1.5000000000000002 0.59645833333333342 3.4833147942157958 200.06296927305587 2.0650000000000004 3.8660714285714293 0.15041666666666667 2.605624516636674 2.378571428571429 1370.0721070199022 1.861904761904762 -36.046445800472718 1337.5715042620425 1531.5543683065725 1394.3164645891086 1.1833333333333336 1.925 0.30785714285714288 1591.2724672897823 0.45816666666666667 1394.7508013261602 2.4365079365079372 -0.14291666666666661 0.51000000000000012 1456.0230573352335 0.44950000000000007 1.8660714285714286 1526.2407947091078 1379.4776691305015 3.3875000000000006 0.50064797802329719 1.9309523809523812 1.4650000000000001 1.4555555555555557 2.9666666666666672 2.3250000000000006 0.86607142857142871 0.51000000000000012 1417.3309300792919 1534.9278293375141 1586.4375291090466 0.14451137884872822 0.15300120048019208
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 -4 5 -6 7 -8 8 9 -11 11 -13 13 15 -16 17 -18 -19 -20 23 -22 -23 -24 24 -26 26 31 28 30 -31 -32 -33 34 -35 40 37 -38 39 -40 -41 50 -43 44 48 45 46 47 -49 -50 -51 51 52 53 -55 55 -57 57 60 59 -61 -62 62 -64
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leaf_weight=16.874890580773354 13.183815348893402 34.339821860194206 10.248386316001413 712.21945123374462 3.0028845816850653 564.65735332667828 11.782910354435442 30.063119165599346 20.965968318283558 15.690456017851828 54.317151196300983 5.4586358517408362 29.422501794993877 29.606710210442543 10.97072212398052 15.899559378623964 6.6819145157933226 14.947306826710699 14.685546874999998 86.22818449139595 22.73492393642664 11.902603998780249 16.450142577290535 80.423193726688623 5.2368331700563422 12.920205116271971 11.704093202948568 13.493882864713667 12.808565840125086 133.2386599779129 6.242461994290351 75.859779991209507 88.137016452848911 6.6664285361766806 37.731714241206646 29.486703857779503 9.9049988985061628 11.191781789064406 12.409395188093184 34.303980551660061 1294.7997824475169 8.2872311994433385 11.096527084708212 14.493415027856829 6.2727106958627692 6.4489720463752773 10.289963588118555 10.757266975939272 6.2270071059465399 51.952512718737125 265.26837972179055 6.5268922597169903 9.3459503948688525 10.460339561104773 19.672261096537113 26.77683012932539 6.2134939581155768 33.059413179755211 61.868370033800602 40.149143598973751 8.296440050005911 6.2018707767128936 9.0188359543681127
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internal_count=15849 14673 14477 14298 234 14064 2553 11511 478 363 306 222 11033 440 130 310 148 162 103 10593 2067 1992 1953 8526 390 8136 1069 765 557 491 66 304 7067 334 6733 555 313 242 312 147 6178 363 335 191 144 109 89 70 67 208 5815 1117 146 67 4698 163 4535 474 341 322 133 79 53
is_linear=0
shrinkage=0.05


Tree=181
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 21 6 69 23 23 70 9 74 71 55 18 15 35 71 11 1 17 11 60 29 30 69 27 71 30 6 70 35 49 31 27 13 54 60 74 19 28 30 22 27 70 28 27 71 70 28 72 20 1 44 59 53 30 65 20 8 17
split_gain=21.2297 42.8689 13.0486 57.0452 7.52414 19.7981 2.28227 2.71367 3.35755 2.57809 3.93482 2.68301 3.10002 2.64402 3.80583 3.52321 3.73706 3.11249 3.60981 2.79394 3.59033 4.76465 2.73955 3.57994 2.6153 2.71294 3.8214 2.26178 2.1357 2.92203 2.0658 1.92926 2.71808 3.47198 3.10871 3.12868 3.09915 2.31034 3.67482 3.58392 2.98924 5.07591 4.46659 5.57263 3.51367 4.22878 3.43532 3.40535 3.06169 3.66195 3.58225 3.4686 3.30646 2.88579 2.88332 2.84453 3.23129 4.28654 2.85241 2.89718 2.53748 3.06968 2.84412
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 0.58571428571428574 1488.5830718326517 0.63000000000000012 4.6333333333333337 3.7750000000000004 -0.17624999999999993 1.5166666666666668 1.5000000000000002 -0.58833333333333326 1.5950000000000004 1.5000000000000002 0.70833333333333337 3.1850000000000005 -0.21124999999999991 0.96666666666666667 1553.2021421473116 1.5000000000000002 0.79285714285714304 0.066073294521570361 3.7888888888888892 0.13586239961644489 0.17000000000000001 0.50527777777777783 -0.019999999999999945 0.15880433170152797 1472.4175233093379 -0.17624999999999993 3.1050000000000004 1.8350000000000002 0.11968821475863727 0.50683333333333336 1.0000000180025095e-35 1.5750000000000004 0.047649100125880306 1.0000000180025095e-35 1.5000000000000002 5.6833333333333345 0.11397956917610476 0.38750000000000007 0.50816666666666677 -0.034999999999999941 3.2928571428571431 0.45816666666666667 -0.35833333333333328 -0.17874999999999994 4.2928571428571436 0.37041666666666667 1.0000000180025095e-35 1356.0546636321851 7.0550000000000006 2.6364747387384928 2.3350000000000004 0.18395402298850577 -0.13132376395534293 1.5000000000000002 3.1222222222222227 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 31 -4 -5 -6 9 -8 27 10 13 -12 -13 15 -15 16 -7 24 19 -19 21 -21 23 -20 -16 -26 -27 30 -22 -30 -9 32 33 -2 35 -34 -36 40 54 -40 41 42 43 -33 48 46 -46 -45 50 51 -42 -50 -52 -43 -39 58 -57 -58 59 -51 61 -56 -62
right_child=2 -3 3 4 5 6 7 8 -10 -11 11 12 -14 14 17 -17 -18 18 22 20 28 -23 -24 -25 25 26 -28 -29 29 -31 -32 37 34 -35 36 -37 -38 38 39 -41 44 53 -44 47 45 -47 -48 -49 49 55 52 -53 -54 -55 60 56 57 -59 -60 -61 62 -63 -64
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leaf_weight=29.357653591781855 10.056575402617456 107.7183665712364 131.92969183949754 727.97315954044461 51.698478013742715 5.3050507502630371 9.2169978488236683 4.6475040093064361 4.3967584762722245 7.6547894086688748 5.0809800438582888 4.4705150760710222 4.5801543369889259 4.0624925959855309 13.228345565497873 6.3645404595881692 5.9783831257373095 8.2018379978835565 4.2688897699117687 6.8175978921353799 12.692343063652517 6.9058008771389723 8.0960822291672212 20.312837917357683 10.391148595139386 5.1795633193105441 5.952857518568635 8.9851589724421483 4.9251949600875378 5.5101831797510368 3.662422782741487 11.234863460063933 7.0441661775112143 7.4552744179964057 15.370166450738909 8.5780252665281278 6.8263882994651786 3.4423200488090506 6.4440456554293624 9.514634042978285 12.705190077424048 9.4182223677635211 7.0323877930641165 6.3373635262250891 12.73090959712863 13.892802715301512 10.739046886563301 28.269651241600513 7.2301973327994329 7.8792808353900901 15.295507103204729 7.9077273309230804 6.922708421945571 10.796973451972006 642.28985576331615 10.731475442647936 11.135747164487841 7.0784971117973319 12.839106868952511 22.495318509638313 179.04664074629545 10.899024695158003 169.79676406085491
leaf_count=1176 29 2829 3408 2389 1320 27 74 25 25 47 21 23 18 16 85 24 23 37 18 26 53 30 51 121 50 23 30 40 19 30 30 31 22 25 45 26 20 10 24 30 36 26 20 19 37 39 32 82 21 22 43 24 20 31 1849 30 33 20 38 65 501 32 479
internal_value=-0.000513287 -0.0196531 0.000576286 -0.00344231 0.000767266 -0.00693854 0.000636857 -0.0117755 -0.00211826 0.00309649 0.00455679 0.0296522 0.0459759 0.00191404 -0.000817058 0.0199499 0.00317134 -0.00253418 0.0030271 0.0122037 0.0180779 -0.00218251 -0.00962467 -0.00131633 -0.0149733 -0.00422009 0.0129301 0.00780005 0.0300998 0.013343 -0.0110017 0.0039475 0.0130846 -0.00320111 0.0206256 0.00353813 0.032652 0.00354437 0.00456863 0.0283737 -0.000952109 0.0074221 -0.000725252 -0.00641714 -0.00478751 -0.0182062 -0.031148 -0.0163499 -0.000685437 -0.0056908 0.0118264 0.0166675 0.0239359 0.0287321 0.0041908 -0.0103812 -0.0225109 -0.00968784 -0.00225647 -0.0106082 0.00434773 0.00250897 0.00779071
internal_weight=2545 137.076 2407.93 1098.49 966.56 238.587 186.888 30.9088 21.6918 155.98 148.325 14.1316 9.05067 134.193 116.545 17.648 11.2834 112.483 77.7308 45.053 36.8511 13.7234 32.6778 24.5817 34.7519 21.5236 11.1324 17.2951 23.1277 10.4354 8.30993 1309.44 55.3306 17.5118 37.8187 15.6222 22.1966 1254.11 1021.43 15.9587 232.673 73.0895 52.8743 45.8419 159.584 37.3628 23.47 34.607 122.221 87.2974 34.9234 15.1379 22.2182 20.2152 1005.47 72.1594 28.9457 18.2142 43.2137 30.3746 1002.03 653.189 348.843
internal_count=15849 4005 11844 8083 4675 2286 966 194 120 772 725 62 41 663 589 74 50 573 385 195 158 56 190 139 188 103 53 95 102 49 55 3761 167 54 113 48 65 3594 2925 54 669 209 152 132 460 108 69 101 352 253 99 45 63 57 2871 208 83 53 125 87 2861 1881 980
is_linear=0
shrinkage=0.05


Tree=182
num_leaves=64
num_cat=0
split_feature=73 65 34 15 29 0 70 8 39 49 28 52 55 8 2 40 0 10 26 37 42 3 5 4 54 23 31 74 31 72 9 70 66 4 14 31 9 31 55 72 30 11 30 3 27 11 18 6 31 30 51 30 30 24 72 64 0 2 29 10 5 22 4
split_gain=5.81679 2.75321 2.62627 4.05202 3.85791 4.76463 4.83849 4.08203 3.64684 3.47821 3.97396 3.93188 4.86279 8.0268 4.6777 3.89026 3.84737 4.06907 3.6204 3.59997 4.6108 3.58069 3.40872 3.52069 3.39183 3.39039 3.3879 3.36495 6.02103 5.73673 5.69241 6.77938 5.64996 5.29512 4.9017 6.23878 4.87664 5.20456 4.82916 4.85958 4.77209 4.64786 4.52399 4.54706 4.18391 4.0865 4.38052 5.47832 4.63775 5.34479 4.68907 5.75868 4.17925 4.06327 3.8689 3.8366 11.7188 5.5737 4.22859 3.80079 5.30248 3.99616 4.58198
threshold=1.0000000180025095e-35 0.91500000000000015 2.1050000000000004 0.36666666666666675 3.9500000000000006 1553.80263904766 -0.37458333333333332 1.5444444444444447 0.3419486692323177 1.5650000000000002 3.9500000000000006 2.2550000000000003 1.5650000000000002 0.7238095238095239 -179.08039611726301 2.9650000000000003 1596.0720027243331 2.0972222222222228 0.50683333333333336 0.38455700987143965 2.9150000000000005 1471.8937384518442 1498.1698143962988 1539.3134077114294 1.1650000000000003 1.2916666666666667 0.33480825958702071 1.0000000180025095e-35 0.10994505494505492 -0.10958333333333324 1.1222222222222225 -0.089999999999999927 2.7290209790209796 1514.6998972856188 0.55000000000000016 0.14239631336405525 1.2071428571428573 0.065985900891561269 1.8250000000000004 -0.012083333333333248 0.25987012987012992 1.1833333333333336 0.081190947044605513 1429.8017409658053 0.54414285714285726 1.2583333333333335 1.0000000180025095e-35 1513.1532370070063 0.12637628554143981 0.21778185883104437 1.1050000000000002 0.18395402298850577 0.2341383937128618 0.64583333333333337 -0.26458333333333334 0.010646853146853102 1557.404777661169 129.31893086838332 5.6833333333333345 0.4555555555555556 1507.0069147820848 0.58571428571428574 1631.2941624281573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 25 -7 27 10 -6 14 13 15 -11 -13 17 18 19 20 21 -16 -23 -24 -22 -4 -8 28 30 34 31 -5 -32 38 35 -30 -29 -38 39 -33 54 -41 43 -39 -45 46 47 -31 -48 50 51 -50 55 -35 -36 56 58 -58 -47 60 -44 -61 -63
right_child=1 -3 4 8 9 7 26 -9 -10 11 -12 12 -14 -15 16 -17 -18 -19 -20 -21 24 22 23 -25 -26 -27 -28 36 29 45 32 33 -34 53 40 -37 37 42 -40 41 -42 -43 59 44 -46 52 48 -49 49 -51 -52 -53 -54 -55 -56 -57 57 -59 -60 61 -62 62 -64
leaf_value=-0.033577440796008017 -0.012373997515133123 -0.034733945665275469 0.025939868637648567 0.057989364330195282 0.047979802459119279 0.010312816515984546 0.0085444383656023519 0.049817155001292295 -0.043229395556244048 -0.028558211723634458 -0.0034376658897688679 -0.0095404718386205151 0.0062675865337858449 -0.004193125534059353 0.032755823150870479 0.021600594806289012 0.027241371717240184 -0.026868462622478301 -0.019191045328033451 0.035504150343584805 -0.0045227316502580552 -0.017022382946487977 -0.0068720518005131181 0.045004968311831817 -0.03778210674555639 -0.011803755343308867 -0.022446057576474727 -0.0040370005194564967 -0.019577997426217575 -0.023533224285591452 -0.003876712508147306 -0.021213663676374669 0.032693451187002537 0.0174819296808396 -0.0065604405052219553 0.023395172001262579 -0.021677593911804849 0.0040881241235034794 -0.035663194472839138 0.057489885778422213 0.019777497856973872 0.0069302809938097875 0.036720098854020576 -0.038864489047863847 0.0053460212433623583 -0.0061447352372063745 -0.011748444360804244 0.030983072148169862 0.054397651134436877 -0.0084871453582529323 0.015123398446725479 0.00011314767037003728 0.024508931408093945 0.073332364687905729 -0.023881688956337684 -0.012327893632650334 0.067070973230258762 0.0055627411503059946 0.037760693728880745 0.0033972277572618618 -0.015367108050506421 -0.012273171498362117 0.02110428684735615
leaf_weight=12.730506312102078 71.614208851009607 5.6069889422506085 6.6591877266764632 11.892447121441363 8.1377063021063787 15.826490834355356 278.74139861762524 11.143560811877249 4.9369668066501609 21.560836493968964 6.9821219891309729 12.627869710326193 324.1726551502943 412.08150332421064 13.636823207139967 48.727810084819794 9.4414608627557737 19.603019319474697 25.248635724186897 7.4321485161781302 40.277994133532047 12.977441191673281 6.5213693380355817 6.5608682036399841 9.467423275113104 55.851750731468201 9.1070091277360898 849.41654570773244 12.475659467279909 15.372787103056909 55.789940137416124 7.1354767307639113 13.027976118028162 7.3483434244990331 85.12239483743906 26.147338889539242 24.103802904486656 21.632222913205624 6.0423374772071829 7.589313440024859 11.987744152545927 11.333845783025025 17.547288663685325 19.473242193460468 7.379368543624877 84.55353557318449 11.39885803312063 6.5809897780418387 23.084949146956209 11.634846046566961 31.5365523211658 6.1970204226672641 16.254748340696096 5.8484622426331043 51.890381783246994 58.644288614392281 9.6578058898448926 5.9536288976669303 5.8643760234117499 715.13398133963346 6.7715934813022605 77.257633004337549 11.860749479383228
leaf_count=1176 363 179 21 41 33 49 884 35 22 69 28 41 1058 1306 42 151 29 62 82 23 130 39 21 20 30 179 31 3779 45 61 216 27 48 28 336 89 110 79 30 27 39 50 69 78 25 319 42 23 80 54 129 24 68 21 204 265 32 28 19 2859 38 322 42
internal_value=0.000163854 0.000277015 0.000328807 -0.000657334 0.00208539 0.00638462 0.00482576 0.0266353 -0.00030117 0.000439225 0.0242359 6.84241e-05 0.00154956 -0.00168097 -0.00677105 0.0151913 -0.00366357 -0.00572239 -0.00232804 0.00206703 -0.000711421 0.0119969 0.00113392 0.0191448 -0.0108526 -0.00778299 0.00756395 -0.000211021 0.00301911 0.000438377 0.0127343 0.0243919 0.00304642 0.0155712 -0.00635906 0.00951436 -0.00131881 0.00124331 0.00461035 0.0139488 -0.0104737 0.0272077 0.00187324 -0.0129717 -0.026715 0.00488625 0.0126918 -0.00719111 0.0178975 0.0225616 0.0285013 0.0429093 0.000321601 0.0422333 -0.0131205 -0.0020659 0.00360995 0.043614 -0.00329709 0.00274191 0.0222164 0.00215304 -0.00783097
internal_weight=3808.62 3795.89 3790.28 2427.49 1362.79 377.329 350.359 26.9701 2355.88 985.458 15.1198 970.338 797.61 473.437 172.728 61.3557 151.167 141.726 122.123 96.8741 89.4419 39.6965 26.0597 13.0822 49.7454 62.5109 287.848 2350.94 600.366 474.358 126.008 57.1902 68.8179 45.2978 187.624 38.623 1750.58 901.16 32.101 26.0586 149.001 18.9232 877.056 48.4848 26.8526 286.734 105.806 21.9538 83.8522 72.4534 60.8185 29.282 180.928 13.1968 137.013 164.674 106.029 15.6114 90.4179 828.571 24.3189 804.252 89.1184
internal_count=15849 14673 14494 10131 4363 1199 1115 84 9768 3164 61 3103 2556 1498 547 192 478 449 387 305 282 122 80 41 160 200 915 9746 2345 1857 488 224 264 183 713 134 7401 3622 134 104 579 77 3512 182 103 1144 413 84 329 287 233 104 731 49 540 663 398 60 338 3330 107 3223 364
is_linear=0
shrinkage=0.05


Tree=183
num_leaves=64
num_cat=0
split_feature=73 65 65 65 11 70 3 60 46 4 27 65 42 53 29 53 7 55 1 21 10 69 4 66 5 35 7 27 30 0 9 29 25 1 9 30 66 53 11 25 47 31 30 29 7 28 47 44 31 28 6 1 41 4 37 4 40 8 72 26 37 8 27
split_gain=7.24474 6.74524 4.73266 2.75049 3.42504 3.52814 3.25806 3.77266 3.08668 3.33854 2.99854 4.8967 4.28405 3.94693 3.93432 5.05693 5.9119 4.37307 3.97365 4.15555 3.87824 7.21119 5.45662 5.34119 5.05683 4.36886 4.44982 3.97469 5.26086 5.72088 4.04027 4.86494 5.03907 4.84011 3.75636 3.70396 3.68992 5.75465 4.10718 4.00439 3.62505 4.21332 4.47797 3.84747 3.65147 3.61506 3.65336 3.52711 3.76103 3.65506 3.36785 4.24559 3.89727 3.79826 4.34497 5.22372 3.97847 3.73914 4.46497 3.72974 3.55633 5.32604 3.81948
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 -0.3342156862745097 0.93095238095238109 0.13041666666666663 1490.531599183932 0.078096924372835913 5.1950000000000012 1679.526704212627 0.50472222222222241 0.47565217391304343 2.9050000000000007 2.5350000000000006 3.4365079365079372 2.8550000000000004 -25.689533615745173 2.1750000000000003 1709.5910276609079 0.30785714285714288 1.3166666666666669 0.69000000000000006 1655.927021795201 2.7119815668202771 1493.7369789755037 5.3850000000000007 47.867368574523773 0.51316666666666677 0.20060975609756099 1553.80263904766 2.1547619047619051 3.5634920634920646 0.43650793650793651 1523.4927603570666 0.96666666666666667 0.090567327409432671 2.6708333333333338 3.2050000000000005 1.2583333333333335 0.64583333333333337 1.9350000000000003 0.60357142857142865 0.32163382594417084 2.1125000000000003 -41.028966147212707 5.0500000000000007 1.6450000000000002 11.475000000000001 0.1522458969190901 1.9500000000000002 1468.1373809145787 1375.43176627762 1.6650000000000003 1332.6609399665178 0.4202968654575745 1517.5317000310977 2.7050000000000005 1.1833333333333336 -0.12083333333333324 0.4141428571428572 0.50619471196844568 1.861904761904762 0.57354166666666673
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 -6 11 14 -12 -13 15 40 -17 36 47 -20 21 22 25 -24 -23 26 50 28 29 -22 31 32 -29 -34 -31 -19 38 -38 39 -18 41 42 44 -44 -5 46 -32 49 -49 -16 -14 -52 -53 -54 55 57 -57 58 -55 -56 62 -62 -61
right_child=1 2 -4 10 8 -7 -8 -9 -10 -11 12 13 20 -15 18 16 17 35 19 -21 27 24 23 -25 -26 -27 -28 30 -30 34 45 -33 33 -35 -36 -37 37 -39 -40 -41 -42 -43 43 -45 -46 -47 -48 48 -50 -51 51 52 53 54 59 56 -58 -59 -60 60 61 -63 -64
leaf_value=-0.033637364324968298 -0.036022657650548101 0.047474544223893217 0.035207574538229473 -0.029561053921327924 -0.0090084151126985906 -0.022074096327814846 -0.0014077360327673077 0.0065154782341744107 0.027594604805490669 -0.042497535305025737 -0.0030169889419199339 0.036850506684062791 -0.041890717367497658 -0.0034653376182048703 -0.019733805512065293 0.034020295594931492 -0.018086239500622336 -0.015292865055539895 -0.00094129607072252906 0.047050845021331764 -0.00015863209460309028 0.029424207838290629 0.043627841601009812 -0.012824655155649066 0.0030018928057925021 0.032889585855280172 -0.0452550607497215 -0.041804475698062588 0.026221681833642169 -0.013522319214945556 0.026699226470270905 0.010373922767574121 -0.016621652187455638 0.025836198264051171 -0.062285976565899119 0.023066312442520751 -0.0406731965345336 0.0074360505126992663 0.0073816201556942632 0.023717007503369955 0.032798822976521633 -0.018950559770845577 0.014785921278994857 -0.034722635431456809 0.0083921109063091921 -0.044837412020075643 -0.025245321868812561 0.0011567147810663573 -0.030003583911188642 0.0005318349140382223 0.025930337941960729 -0.031824770461648416 0.026671392056871357 -0.031089261251609351 -0.061143286920809094 0.019974356849243181 -0.022815766966152926 0.033776163504336362 0.022720875148805639 -0.025018593236142073 0.010588274858083419 -0.022179079105888649 0.0042260505798734334
leaf_weight=15.799748387187718 12.754635121673344 9.7853916734457034 9.7392073702067119 6.4189439341425887 132.9960672557354 10.318674236536024 28.234724491834641 13.213353030383585 5.4125708714127532 7.8831079080700865 1030.5901469923556 17.70002776384354 7.0653247386217108 9.2399938404560071 22.612644895911217 10.118063956499098 51.339272782206535 8.9453058242797869 8.8915133401751536 9.1544718593358976 22.274522997438908 24.764096453785896 10.389220163226129 7.0219123885035506 67.374463617801666 6.3255320042371741 8.2656237035989744 8.849505387246607 8.8848779723048192 7.4275280684232703 6.6202293708920497 304.7588554918766 15.647139571607115 11.755282856523989 8.4332286268472654 21.225763395428658 19.44780391454697 9.1358417719602567 40.252359971404076 6.4482385069131842 13.197496443986891 16.059847496449947 5.9544412344694164 11.509420238435267 498.97046194970608 6.6659168899059287 6.926486149430275 18.590010955929756 20.21286166459322 1384.2370673567057 9.4701286107301694 16.238516479730606 8.3455326557159406 6.7519645243883124 3.9189003407955161 7.2219273746013668 21.918650165200233 16.35098035633564 8.9851698279380781 54.855961099267006 32.770428765565157 19.951174177229404 14.017878532409666
leaf_count=1176 196 38 179 23 489 40 107 54 22 38 3664 93 22 33 75 32 159 28 39 31 72 78 33 24 222 41 27 29 34 26 23 1000 53 39 25 68 59 30 126 20 43 52 20 37 1718 21 22 62 65 4537 33 50 27 21 11 22 68 49 28 166 116 72 42
internal_value=0.000157199 0.000283403 0.000393185 0.000312615 -0.00529538 0.00459977 0.00997202 0.0239425 -0.00945876 -0.0108823 0.000603976 0.00183632 -0.000916582 0.0230228 0.00157483 0.00460356 -0.00302268 -0.00541309 8.70078e-05 0.0234044 0.00193073 -0.00191515 -0.0061765 0.0208605 0.0101034 -0.00811809 -0.00921663 0.0052468 -0.00842758 -0.0165003 0.00702678 0.00831418 -0.00900141 0.00159221 -0.0394502 0.0116933 -0.0094891 -0.0252966 -0.0048804 -0.0134216 0.0069091 0.00627509 0.00704991 -0.0178423 0.00791007 -0.0146932 0.000139785 -0.000204062 -0.015075 0.0002061 -0.00790935 -0.00682197 -0.00828969 -0.00633071 -0.00780557 0.00311412 -0.0122111 0.0170316 -0.000366183 -0.0131324 -0.0115851 -0.00181171 -0.0190664
internal_weight=4246.64 4230.84 4218.08 4208.34 207.844 61.5521 51.2335 22.9987 146.292 140.879 4000.5 2209.66 1790.84 26.94 2182.72 719.023 166.913 156.795 1463.7 18.046 760.247 352.003 259.865 17.4111 92.1386 242.454 236.128 408.244 47.0202 38.1353 361.223 341.011 36.2519 27.4024 15.8608 30.1711 126.624 28.5836 98.0399 57.7875 552.111 538.913 522.853 17.4639 505.389 20.2126 13.5467 1445.65 38.8029 1406.85 227.863 220.797 211.327 195.089 186.743 61.2287 29.1406 32.0881 15.7371 125.514 121.595 52.7216 68.8738
internal_count=15849 14673 14477 14298 788 239 199 92 549 527 13510 7350 6160 126 7224 2415 522 490 4809 70 2496 1152 852 57 300 795 754 1344 157 123 1187 1121 121 92 51 96 394 89 305 179 1893 1850 1798 57 1741 66 45 4739 127 4612 727 705 672 622 595 188 90 98 49 407 396 188 208
is_linear=0
shrinkage=0.05


Tree=184
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 3 27 0 0 71 41 71 9 1 27 9 3 39 66 70 9 27 50 50 65 65 3 11 56 66 36 20 2 0 40 0 10 34 4 72 3 37 9 4 27 18 65 11 30 70 19 29 0 71 11 70 7 2 22 8 27 3
split_gain=21.108 40.3418 12.2471 55.2461 7.0628 19.2382 2.18035 3.97048 2.5199 2.7859 2.48691 3.85202 2.58937 2.25561 2.03481 4.41702 4.05978 3.21277 3.95155 2.93062 2.8562 2.33482 4.4502 3.33554 3.83507 2.77484 3.20231 3.82697 2.57737 2.34083 2.15426 2.03089 1.8583 1.87579 2.03879 4.64337 2.86348 2.04106 5.20116 4.70143 3.65607 6.92508 6.30797 5.5933 4.97996 4.2562 5.8974 3.94074 3.58077 3.54134 3.81681 3.41335 3.09571 6.30671 5.89902 4.8088 3.29604 3.27285 5.70026 4.6375 3.67483 4.78661 3.1797
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 1650.0917029837235 0.44950000000000007 1743.6509039459017 1690.4240406880042 0.26041666666666669 2.0050000000000003 0.17916666666666667 1.3785714285714288 1608.3163070280095 0.5926785714285715 1.5773809523809526 1556.1046149920392 0.29153941281344137 3.510869565217392 -0.18999999999999992 1.4555555555555557 0.49472222222222223 1.1950000000000001 1.3150000000000002 -0.29651821862348177 0.017254901960784254 1493.7264205329664 1.0333333333333337 1.7850000000000004 1.8651515151515154 1.385 6.5000000000000009 -369.63199859079879 1322.9308112400765 3.0350000000000006 1335.865387187682 0.93095238095238109 2.6650000000000005 1456.0230573352335 0.057083333333333257 1453.9436820598623 0.43665503794778388 1.6904761904761907 1517.5317000310977 0.48292857142857148 2.5000000000000004 -0.10350168350168348 2.378571428571429 0.17667066826730693 -0.41958333333333325 1.5000000000000002 3.9500000000000006 1501.8575097458775 0.23791666666666669 0.96666666666666667 -0.48958333333333331 10.79514210848413 232.03619018164218 0.43650793650793651 2.7000000000000006 0.53050000000000008 1542.8718894075007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 32 -4 -5 -6 8 -8 9 10 12 13 14 -12 17 16 -16 19 20 21 -19 25 23 -23 -25 -7 28 -28 -27 -24 -20 -17 33 -2 35 -35 -36 38 39 48 41 43 47 -41 -42 -46 -47 -43 49 50 -38 -40 53 62 56 -56 -55 60 59 -59 -54 -62 -39
right_child=2 -3 3 4 5 6 7 -9 -10 -11 11 -13 -14 -15 15 31 -18 18 30 -21 -22 22 29 24 -26 26 27 -29 -30 -31 -32 -33 -34 34 36 -37 37 52 51 40 44 42 -44 -45 45 46 -48 -49 -50 -51 -52 -53 57 54 55 -57 -58 58 -60 -61 61 -63 -64
leaf_value=0.033869877899496567 0.030175364753592733 -0.034218568986497659 -0.034250963010384321 0.0031944840625033224 -0.034290784259748068 0.02848787528666007 0.020494121990723771 -0.032693095271727805 0.033243816374250112 -0.02873913636506157 0.060111501013341818 -0.01433041795013946 -0.02337841398433663 0.015197268771289935 0.052606126194677597 0.012300764693814059 -0.0021886276148393876 -0.041636060870375913 0.01203341010639955 -0.039727122045441841 0.012183772174226311 0.037072708962715716 -0.032545766692522939 -0.042582799542936825 0.027920865521889479 -0.00039245586181957566 -0.023314782266712505 0.040025218430082249 -0.034999670926760339 0.0059047988053258105 0.054304675737679324 -0.035216918458732191 0.026191298853771361 0.0091230200659133866 0.029720301828902475 -0.038498090118764601 -0.024166016687128217 0.002415515946097048 0.016026272287230903 -0.053357125278268837 -0.003672889245896223 -0.011758606532304396 -0.019513961743020121 -0.0019804755826851 0.035819150709191463 0.028785129446845338 -0.020690861735483526 0.02704678637416142 -0.011899323054185075 0.033272657830057999 0.014942926581955451 0.057777320380084818 0.0017352676642899576 0.029067737542710533 0.035643818822708687 -0.011803446918369983 -0.014203838554998575 0.019844551754924611 -0.019484364128310758 -0.0029499230037974039 0.05326382944416197 0.0013429516023358442 0.02235199454514639
leaf_weight=27.501333631575108 6.6457615345716468 104.10436289245263 127.60670332983136 728.04408524930477 50.005767502821982 3.9689517542719832 5.0277035534381893 11.615300345234571 6.3490613605827084 7.44672050140798 5.5660939179360884 5.2598080374300471 10.583962546661494 5.6154971979558468 9.2655226308852452 4.4097780343145114 5.322026850655674 3.7104314621537924 5.4528058953583223 5.7461721468716851 7.3451801612973231 13.020022872835399 8.024821422994135 3.5541203431785098 4.2178127430379391 7.6429358944296863 4.6538205835968238 4.8909983560442924 18.170785760506988 7.811106249690055 6.7389861233532429 4.5882257223129272 9.2324440181255323 11.536188527941706 10.564089342951773 9.2020353227853757 6.9014608114957801 154.59047263115644 13.659396648406984 12.651661276817324 53.667787827551365 9.2251034677028674 21.104065656661987 9.1137012019753438 20.315555244684219 12.400129944086077 11.711482852697371 22.496878296136856 12.287354022264479 24.283761106431484 64.956742689013481 7.6298340857028952 468.14102388173342 4.5560186654329291 12.46481277048588 9.3427712023258191 129.13852628692985 96.905840434134007 13.594425857067106 28.988077908754349 8.0987774431705493 9.8230929374694806 22.97192969918251
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internal_value=-0.000493511 -0.0199903 0.000575672 -0.00333443 0.000757851 -0.00675886 0.000643107 -0.0166257 0.00234016 0.00113647 0.00256663 0.0209563 0.000393282 0.0375552 0.00235072 0.0156212 0.0326152 -0.000631609 0.0157686 -0.00529813 -0.00587898 -0.00269351 0.00639014 0.0216001 -0.0043206 -0.0111536 -0.0156033 0.00914218 -0.0247532 -0.0135799 0.0353988 -0.0119293 0.00383854 0.00367966 0.00354341 -0.0120076 0.00379703 0.00357986 0.00716136 0.00535683 0.000233099 -0.00810999 0.00166906 -0.0318444 0.00657719 0.0189592 0.00475367 0.0157617 0.013517 0.0167653 0.0111868 0.0309894 0.00245004 -0.00144395 -0.0087961 0.0153165 -0.0127292 0.00452333 0.0112745 0.0145959 0.00258591 0.0248057 0.00499477
internal_weight=2531.46 131.606 2399.86 1091.66 964.049 236.004 185.999 16.643 169.356 163.007 155.56 16.4414 139.118 11.1816 128.535 23.5856 14.5875 104.949 23.2474 81.7015 11.0556 75.9554 36.6279 20.792 7.77193 39.3275 35.3585 9.54482 25.8137 15.8359 12.1918 8.998 1308.2 1298.97 1292.32 20.7382 1271.58 1261.02 302.405 281.116 172.686 74.5914 52.826 21.7654 98.095 44.4272 24.1116 31.722 108.429 96.142 71.8582 21.2892 958.616 333.065 155.502 21.8076 133.695 625.551 139.488 125.894 486.063 17.9219 177.562
internal_count=15849 4005 11844 8083 4675 2286 966 101 865 827 780 73 707 44 646 107 64 539 113 426 60 373 173 91 41 200 185 46 139 82 53 43 3761 3735 3713 60 3653 3623 866 807 496 213 152 61 283 125 68 88 311 275 205 59 2757 966 463 64 399 1791 411 365 1380 52 503
is_linear=0
shrinkage=0.05


Tree=185
num_leaves=64
num_cat=0
split_feature=73 36 73 3 11 28 51 26 52 9 14 0 34 2 6 44 41 70 59 6 40 28 23 66 18 47 11 31 71 11 42 6 30 27 52 64 19 70 0 19 9 41 66 59 72 37 28 4 10 30 3 71 73 71 66 71 27 6 72 0 20 7 53
split_gain=5.43608 2.62211 5.15414 3.86148 4.27838 3.52551 4.12218 5.57553 3.16541 2.71137 4.38823 2.67795 2.58137 2.57555 3.37367 2.20639 3.1972 3.49335 2.19814 2.09379 2.99896 3.49706 2.44421 4.64944 5.89479 5.08298 4.73564 4.19325 4.33728 3.8199 3.29693 5.20545 6.54678 4.89251 4.21765 3.69815 5.42645 4.60502 4.3537 3.33782 3.19888 2.93396 3.66863 3.82968 3.1125 2.54803 4.5839 4.89323 4.73474 5.65449 4.88303 6.28754 4.61725 4.55272 5.05437 3.96239 5.12451 6.31447 3.60231 3.56616 3.46364 3.45506 3.64272
threshold=1.0000000180025095e-35 6.870000000000001 3.5000000000000004 1691.8654496131287 1.3785714285714288 4.9500000000000011 1.0950000000000004 0.55236111111111119 4.2750000000000012 0.51666666666666672 0.90000000000000013 1612.5655874720428 1.0950000000000004 314.99668621882569 1452.0438646543937 12.075000000000001 2.2950000000000004 0.024999999999999956 3.0085938828972889 1471.8714751896109 3.1350000000000002 2.4722222222222228 4.6333333333333337 3.1702898550724643 2.5000000000000004 1.4550000000000003 1.6904761904761907 0.13864999638649997 -0.19999999999999993 2.378571428571429 2.8950000000000005 1497.0871373276138 0.12970031099802093 0.61950000000000005 3.0150000000000001 0.014558823529411702 1.0000000180025095e-35 -0.17624999999999993 1454.5019760626978 3.5000000000000004 2.2583333333333337 2.2250000000000005 2.6449579831932781 2.7434025437780138 0.17416666666666666 0.50619471196844568 3.9500000000000006 1430.3591192093481 0.92261904761904778 0.15161964472309297 1507.4649859765252 -0.20791666666666661 1.5000000000000002 0.0087499999999999523 2.4714052287581705 -0.11958333333333333 0.45707142857142863 1482.8052783329799 -0.034166666666666547 1562.8760795819903 2.5000000000000004 2.5007777230288188 2.5550000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 -4 4 -6 9 11 -9 -10 -11 -12 -13 -14 -15 15 16 -18 -19 -20 22 -22 -23 23 25 26 -27 -28 28 -30 -31 31 39 -34 -35 -36 37 40 -39 -40 -41 -42 -43 -44 -45 -46 46 47 48 60 50 52 -53 -54 -55 -56 56 58 -59 -60 -61 61 62 -64
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leaf_weight=11.918510584160684 5.7449790313839904 1.8578662350773796 22.745878342539072 4.1129200439900151 3.5794065147638321 2.1927781626582172 4.362398536875844 2.445534061640501 6.1639303267002097 19.539547307416797 2.5590413548052311 3.1574021615087986 1.6875674836337564 15.319555955007671 4.1162905804812899 8.3474144041538292 5.9808929935097686 6.0558139011263838 5.3365399464964858 2936.3545261677355 6.9712739437818518 105.93892395123839 8.6296292245388049 4.7118444889783886 5.2979415059089749 10.198363073170183 9.9734842758625728 4.1369533166289356 13.732436038553713 6.3661835044622412 9.3460240215063113 17.094046309590343 10.931077808141707 9.3135813102126104 11.97790579497814 8.3445017933845502 29.967432767152786 6.5679009407758704 7.8341676443815222 5.9339982569217673 6.4736538082361212 5.0797860100865355 6.2031277120113364 8.2065930962562543 6.0407658517360687 103.33614899031818 22.661467563360929 7.8483964130282455 142.80503698065877 5.0625493377447128 5.1020631939172771 6.4527852050960046 17.008541665971279 7.3848171085119239 6.1762650851160279 4.6757996529340762 8.5819653794169408 7.5925590246915817 6.8574355132877818 5.0996246561408043 7.8395090252161017 31.625376343727112 5.2622266188263884
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internal_weight=3800.22 3788.3 68.2403 45.4945 7.69233 37.8021 13.5108 5.99097 3720.06 24.2914 4.75182 7.5198 3.54543 3713.9 3698.58 3692.84 25.7207 19.7398 13.684 3667.11 117.026 110.055 3550.09 212.361 179.582 32.7796 40.8017 22.5812 17.8694 138.78 132.414 43.3051 20.2771 89.1088 79.7952 67.8173 52.9049 14.9124 16.4638 23.028 36.4411 30.8282 25.7484 19.5453 11.3387 3337.73 401.373 298.036 247.667 60.135 33.6259 11.5153 22.1106 26.5091 19.1243 50.3692 27.7078 12.2684 15.4394 12.948 187.532 44.7271 36.8876
internal_count=15849 14673 897 502 60 442 141 61 13776 301 55 80 42 13749 13641 13617 105 77 53 13512 502 480 13010 769 649 120 153 84 68 496 473 173 80 300 268 224 172 52 54 93 118 112 89 69 42 12241 2047 1520 1251 287 172 51 121 115 87 269 144 61 83 54 964 214 176
is_linear=0
shrinkage=0.05


Tree=186
num_leaves=64
num_cat=0
split_feature=73 65 65 2 72 30 10 28 53 55 4 72 11 66 56 11 41 29 54 65 31 2 7 70 15 11 27 73 6 4 74 7 8 29 28 60 8 37 18 25 45 37 26 4 2 70 56 0 3 72 30 1 71 27 71 49 7 7 5 30 56 1 27
split_gain=6.77048 6.51146 4.54364 2.64042 3.09143 2.7012 5.94457 2.66521 4.62959 3.19388 3.14395 3.05102 2.94237 3.39681 3.85967 3.24646 4.58391 3.43462 2.89033 2.77305 3.65545 4.96321 5.14004 4.13425 4.04118 3.93836 5.55823 6.67728 5.82233 4.25918 4.06289 4.03289 4.58906 4.82771 4.81372 4.21351 3.9287 4.81823 3.86107 4.38197 3.7056 3.6957 4.4549 3.46738 6.70647 4.79463 4.23358 3.50262 4.40675 3.45588 3.87955 3.44995 3.41255 3.77883 3.40731 3.96873 4.21726 3.59669 3.39927 5.26622 5.98182 4.91089 4.51714
threshold=1.0000000180025095e-35 -0.84307692307692295 0.91500000000000015 -323.73913880835715 0.004166666666666651 0.15880433170152797 2.0333333333333337 2.3166666666666669 3.5350000000000006 1.7850000000000004 1567.4188154065794 0.4595833333333334 2.1547619047619051 2.6449579831932781 1.5550000000000004 1.3095238095238098 1.8750000000000002 3.5857142857142867 1.0950000000000004 -0.047717391304347843 0.12681311751103638 -21.32910633499068 -14.30351159138422 -0.38124999999999992 0.90000000000000013 1.4833333333333336 0.46118055555555559 5.5000000000000009 1479.9315720024906 1589.5193145752553 2.5000000000000004 50.694885344081293 0.86190476190476206 1.6833333333333336 3.0500000000000003 0.054411350449050759 0.86190476190476206 0.60524136915817628 4.5000000000000009 0.38750000000000007 1.1450000000000002 0.36070008741886445 0.49950000000000006 1579.1321349456739 -186.1874121152525 0.27000000000000007 1.8350000000000002 1474.8218435445738 1527.0631020906287 -0.61541666666666639 0.1625508130081301 1500.0081494921769 0.07541666666666666 0.46816666666666668 0.21041666666666667 2.9250000000000003 -21.010876779773863 0.23618356040765318 1509.5207716257758 0.12795348837209303 1.7350000000000001 1510.6592927182398 0.5631666666666667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 9 10 11 12 13 15 -15 -5 17 -17 -11 20 21 22 -9 40 -24 29 27 36 -28 31 49 32 35 -34 41 -22 -27 -38 -36 -40 -23 42 -35 45 -45 52 51 -48 -49 50 -31 -46 53 -30 55 57 -57 -37 59 -55 -61 -62 -60
right_child=1 2 -4 7 5 -7 -8 19 -10 18 -12 -13 -14 14 -16 16 -18 -19 -20 -21 25 23 24 -25 -26 26 28 -29 43 30 -32 -33 33 34 38 54 37 -39 39 -41 -42 -43 -44 44 46 -47 47 48 -50 -51 -52 -53 -54 58 -56 56 -58 -59 62 60 61 -63 -64
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leaf_count=1176 196 161 179 146 25 25 26 225 36 20 61 36 39 19 39 34 29 36 65 9258 33 56 151 829 31 47 74 24 13 19 96 36 15 30 763 82 176 35 30 106 30 29 22 27 24 37 19 19 29 467 21 70 62 90 50 29 66 24 73 75 51 36 22
internal_value=0.000150097 0.000268429 0.000374794 0.000297163 -0.0134219 0.00458606 0.0191062 0.000411738 -0.00589371 -0.00832076 -0.00524467 -0.00227575 0.000395559 0.00347146 0.0241227 -0.00115235 0.0114151 -0.000712223 -0.025754 0.000665468 -0.00130904 -0.00531725 -0.0140919 -0.00168289 -0.025698 0.000542629 -0.00411287 -0.0148701 0.000264348 0.00305371 -0.00386355 0.00586722 0.00508094 0.00216765 0.00131538 0.0154477 -0.0190894 -0.0140445 0.00320215 0.0171687 0.0170954 -0.0205776 -0.00413389 -0.00262893 0.00822606 -0.00689534 0.0144982 -0.00369267 0.00935393 -0.000448126 0.0267478 0.0268807 -0.00404346 -0.000664852 0.0114587 0.016678 0.0297412 0.00398742 0.00115669 -0.00460097 -0.0148711 0.00211697 0.0156363
internal_weight=4236.01 4221.21 4208.87 4199.49 34.7816 14.1422 9.81053 4164.71 161.104 148.896 126.564 110.833 100.42 88.9335 16.2695 72.664 30.1004 21.7127 22.3321 4003.6 1231.31 389.084 113.955 275.129 51.9267 842.227 295.106 85.3511 209.755 547.121 158.192 388.929 379.87 296.536 291.337 83.3334 78.2305 65.0448 268.221 41.7771 26.4888 23.1157 13.788 187.176 52.8105 134.365 46.988 19.0305 13.8917 133.871 10.7438 27.9575 123.139 105.72 74.016 59.8494 29.4918 30.3576 101.935 72.9339 46.0352 24.378 29.0014
internal_count=15849 14673 14477 14298 237 76 51 14061 560 524 439 378 342 303 58 245 99 70 85 13501 4243 1322 407 915 182 2921 1003 282 721 1918 603 1315 1279 995 980 284 258 211 899 136 86 81 52 647 188 459 161 67 48 507 40 94 422 360 251 201 95 106 347 252 162 87 95
is_linear=0
shrinkage=0.05


Tree=187
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 65 4 18 47 4 59 11 0 9 29 2 59 26 3 59 71 16 18 16 56 26 28 11 71 72 24 66 5 70 9 9 60 27 27 71 0 54 54 52 38 10 5 5 40 66 9 71 38 60 40 29 28 70 64 9 71 26
split_gain=20.9891 37.9632 11.4798 53.5016 6.66468 18.6706 2.1631 2.19482 3.50847 3.10183 3.95389 3.18847 4.14714 3.4607 3.33178 3.15365 3.07383 2.97926 3.30611 3.10693 2.85964 3.17555 2.59974 2.39062 2.26541 3.03859 2.21106 2.97963 3.55963 3.04134 2.67671 3.15473 2.14087 1.8887 3.21811 3.19331 3.216 3.49527 2.36268 2.96755 3.18294 2.66138 3.26567 3.97649 3.19636 4.04434 4.28335 2.70111 3.32727 6.61153 4.76589 5.49023 3.31092 3.7946 4.37253 3.0616 3.84437 3.25997 2.96181 6.44743 4.61143 4.21845 3.92515
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 0.27259259259259255 1436.0860986558603 1.0000000180025095e-35 1.6850000000000003 1479.2711414157482 2.605624516636674 1.591666666666667 1408.8377437539118 0.59166666666666679 4.1833333333333345 54.877256556317327 3.0173088295501076 0.46950000000000003 1412.0756725802451 2.7822673972755543 -0.28124999999999994 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.8950000000000002 0.49211111111111117 5.7321428571428585 1.1222222222222225 -0.29416666666666658 -0.47041666666666654 0.41428571428571431 2.9298029556650254 1546.0473982788512 0.42458333333333337 1.1833333333333336 0.79285714285714304 0.061999252645874657 0.36050000000000004 0.39133928571428572 -0.32041666666666663 1647.1964768778728 1.5750000000000004 1.5350000000000004 3.3350000000000004 0.17843495021775244 1.4555555555555557 1521.1734443597625 1510.6579116118037 2.1950000000000007 2.4714052287581705 0.93095238095238109 -0.3529166666666666 0.3026488716808291 0.054411350449050759 2.3250000000000006 4.2361111111111116 4.1833333333333345 -0.11666666666666663 0.011458333333333301 1.5166666666666668 -0.061249999999999943 0.59236111111111123
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 33 -4 -5 -6 7 8 16 11 -11 12 15 -13 -15 -9 -7 18 -16 -20 21 -12 -10 -23 32 -26 -21 30 -29 -30 -28 -32 -19 34 38 36 -35 -38 -2 40 -40 42 43 44 47 -46 -47 48 58 50 -50 -52 -51 54 -54 -56 -57 -58 59 62 61 -61 -41
right_child=2 -3 3 4 5 6 -8 9 22 10 20 13 -14 14 17 -17 -18 24 19 26 -22 23 -24 -25 25 -27 27 28 29 -31 31 -33 -34 35 -36 -37 37 -39 39 41 -42 -43 -44 -45 45 46 -48 -49 49 52 51 -53 53 -55 55 56 57 -59 -60 60 -62 -63 -64
leaf_value=0.033834870639208953 -0.016110936775291056 -0.034188233671811716 -0.034219942680392822 0.0031096881308667209 -0.034259611722103081 0.042147709361291058 -0.022238834234808109 0.0049954527561132727 -0.034577456804411343 0.061670154795505 -0.044692307811454883 -0.032124231914002412 -0.019567318905579577 -0.03070002232506119 -0.0279342572045118 0.050303442960365076 -0.017206317569887979 -0.018228481916636261 0.045906554804668868 0.026438678044351391 0.038196228266499647 -0.015883116452647752 0.0089377920255965301 0.025351382800983799 0.0044442167821854067 0.055475918674254401 0.0227806311869557 0.044296821316414485 0.030762666983182453 -0.034807192773404626 0.016809750631977299 -0.039052369329416109 0.01937742261147693 0.020056413757690454 -0.030348646044638408 0.036513233480191601 -0.026542452431543184 0.018065682523917749 -0.013719576789464467 0.0051058765967988314 0.024815294892209763 -0.0056562806371638795 0.031751045608286975 -0.034566131234564298 -0.013519521454851505 0.062834333041936904 0.011977575206123948 0.012381487796660222 -0.022176825849941177 -0.020648693245018866 0.032999096397354238 -0.012517082708172101 -0.016925169062436903 -0.012738452300084772 0.050114648732537452 -0.010376739574043857 0.002183128361680579 0.040878681546142492 0.0067917676487620968 -0.045074440994230615 -0.00050241712207739063 -0.010241158100526357 -0.024985921046214173
leaf_weight=25.760133311152458 15.105468675494192 100.6618746239692 123.39085487928241 728.12978794798255 48.366160951089114 4.7323131468147057 9.7935854690149409 6.6356912255287197 13.69345508888364 4.5398126952350166 3.1939689517021241 9.3242027536034566 5.3967150822281829 8.0729113910347206 11.299947878345845 9.1180470548570138 4.0465299002826214 6.4451497569680241 3.7628529891371718 5.8610247522592536 6.9916390217840663 5.5613906905055037 4.5804042518138877 9.5528105050325376 5.2371068559586984 6.5842999275773764 3.1205389164388135 5.0567780807614309 2.8473371993750334 4.6673017032444477 3.1583444438874819 12.65047671087086 9.1680081877857429 20.413281217217445 7.0433491319417945 11.397862166166304 11.038231134414675 7.2924002408981314 6.5363569855689994 298.83293675631285 29.743032768368721 76.64998073130846 10.482180520892141 6.743787493556737 5.7583291530609158 7.5846685022115734 9.1168733686208707 80.293928533792496 54.384674213826656 9.2669611871242505 9.956687308847906 19.800442636013031 7.7393476068973532 12.963955491781233 8.8431863486766797 9.2505436651408655 8.3055998496711272 15.79175743460655 460.99464568123221 15.443563677370546 38.814023211598396 19.880546107888222 11.24454480409622
leaf_count=1176 45 2829 3408 2389 1320 21 80 30 80 16 14 54 28 53 55 37 23 33 14 27 29 23 27 36 36 25 16 19 14 34 15 83 44 65 21 36 38 22 19 838 86 231 36 24 21 22 27 229 157 26 30 58 23 36 25 28 24 44 1302 46 112 58 32
internal_value=-0.000472591 -0.0203276 0.000576923 -0.00322465 0.000752655 -0.00659865 0.000629381 0.00190698 -0.0111899 0.00429695 0.0187041 0.000666207 0.0182605 -0.00316005 -8.87264e-05 0.0312191 0.014789 0.00300575 -0.00398048 0.00260137 0.0109943 0.000606226 -0.0236702 0.0101788 0.0163557 0.0328679 -0.00176007 -0.00700672 0.011863 -0.00996242 -0.0195386 -0.027892 0.00385361 0.00373342 0.00335369 0.0132494 0.00640559 -0.00879618 0.00354367 0.00378418 0.0178726 0.00335759 0.00397365 0.00371158 0.00394534 0.0226148 0.0350731 0.00355773 0.00285031 -0.00385137 -0.0133746 0.00271256 0.00725291 0.011364 0.0176219 0.0239591 0.0170232 0.0275415 0.00408964 0.00084754 -0.0123986 -0.0254701 0.00401464
internal_weight=2518.11 126.422 2391.69 1084.98 961.589 233.459 185.093 175.299 27.0527 148.246 29.8396 118.407 21.1505 97.2563 87.9321 15.7537 8.77884 79.8592 52.4246 41.1247 25.2998 18.3082 18.2739 15.1142 27.4346 11.8214 37.3618 31.5008 12.5714 7.51464 18.9294 15.8088 15.6132 1306.71 1256.57 50.1418 38.7439 18.3306 1249.53 1234.42 36.2794 1198.14 1121.49 1111.01 1104.27 22.4599 16.7015 1081.81 1001.51 156.303 84.1418 29.7571 72.1614 62.8944 49.9304 42.1911 33.3479 24.0974 845.21 384.216 74.1381 35.3241 310.077
internal_count=15849 4005 11844 8083 4675 2286 966 886 151 735 118 617 95 522 468 67 44 415 277 222 102 73 107 59 138 61 208 181 67 48 114 98 77 3761 3600 161 125 60 3579 3534 105 3429 3198 3162 3138 70 49 3068 2839 451 245 88 206 180 144 121 96 68 2388 1086 216 104 870
is_linear=0
shrinkage=0.05


Tree=188
num_leaves=64
num_cat=0
split_feature=73 29 10 55 10 10 45 74 59 40 27 2 9 29 73 28 72 30 44 0 0 29 31 27 28 27 26 1 41 8 74 27 9 47 34 3 10 26 19 27 34 41 3 5 47 44 28 28 4 26 51 4 25 31 30 3 2 70 15 22 3 36 0
split_gain=5.08156 2.53449 3.49733 4.91643 5.00331 5.17291 3.4272 3.38561 5.29631 3.28272 2.96525 3.9507 7.3045 3.21901 2.77889 2.3679 2.7306 2.25927 2.23492 2.59711 3.83271 2.43063 6.81253 4.00886 4.14725 3.86336 4.37911 3.86426 3.66628 3.22717 3.21181 4.13705 5.40407 3.46041 3.16723 3.01949 3.00969 2.9958 2.83154 2.39689 3.25656 2.35212 4.16295 5.47559 4.93693 3.90076 3.92888 3.77702 3.83514 4.03644 3.82796 3.7387 6.31523 3.62584 4.24656 6.64013 3.59842 3.12336 2.9834 2.96273 2.92073 2.87054 2.86281
threshold=1.0000000180025095e-35 2.2928571428571431 1.1380952380952383 1.7950000000000002 1.5444444444444447 2.3095238095238098 1.3450000000000004 1.0000000180025095e-35 2.8342706772590578 2.1750000000000003 0.45354166666666668 34.995441350630024 1.2583333333333335 1.0500000000000003 2.5000000000000004 8.4500000000000011 0.10791666666666662 0.80909090909090919 12.125000000000002 1589.3640871511532 1534.8653086587415 6.8166666666666673 0.15919147224456962 0.57354166666666673 2.8660714285714293 0.61472222222222228 0.51894444444444454 1720.9581650501545 1.9650000000000001 1.591666666666667 1.5000000000000002 0.63211111111111118 1.0333333333333337 1.3050000000000004 3.6350000000000002 1563.5971403072338 2.8500000000000001 0.4931666666666667 1.5000000000000002 0.69650000000000012 8.5800000000000018 2.2350000000000008 1682.8792304714605 1542.1509251085929 1.2450000000000003 11.775000000000002 2.4722222222222228 2.8660714285714293 1469.4939603947407 0.43387500000000007 1.0850000000000002 1547.9113869101973 0.58571428571428574 0.17587505087505087 0.17529120364171907 1566.1877283385027 -310.68858666215129 -0.066249999999999934 0.90000000000000013 0.33166666666666672 1436.5584944130262 1.2050000000000003 1630.6176381851963
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 7 9 10 -4 -9 -6 13 -12 14 -2 -13 17 -17 18 21 20 -20 39 25 28 -25 26 -23 -27 -24 -28 31 33 -33 -26 -32 36 38 -36 -30 40 41 -3 45 -44 -45 46 -43 -48 50 -50 -49 53 56 59 55 -55 -53 -52 -56 -51 -58 -62 -63
right_child=1 15 3 -5 5 -7 -8 8 -10 -11 11 12 -14 -15 -16 16 -18 -19 19 -21 -22 22 23 24 30 27 29 -29 35 -31 34 32 -34 -35 37 -37 -38 -39 -40 -41 -42 42 43 44 -46 -47 47 48 49 51 57 52 -54 54 58 -57 60 -59 -60 -61 61 62 -64
leaf_value=-0.033546895389244678 0.01356842063552112 0.00061332071879135813 0.054230773582121507 -0.036558557071705126 -0.044885933102936003 0.023923342479957501 0.014297107939989709 -0.025829637567826122 0.042742704942689787 0.0020318718480196621 -0.027840279868457316 0.010703111637700664 0.050708072084892475 -0.037370942282333293 -0.037789743056565683 -0.035920067779792696 0.01240459479504556 0.018703161210873891 -0.01949747234538483 -0.040927887039334622 0.032282361982492395 0.043646841371176866 -0.028555695431291845 0.049560874296538604 0.04301762844508903 -0.016861802478917796 0.035157196590945926 0.03357945833095257 0.0015588743425623639 -0.020527595127260611 -0.023462810737225493 0.032876940568059683 -0.025683962387483029 0.0074134047705570584 0.042183191602369385 0.02917980096997827 0.018587702240382937 -0.012319013950331997 -0.043955877689536127 -0.027235290827607669 0.026306837904738003 0.038482804240147502 -0.011712606237291237 -0.0027673582328424724 0.064734171532168233 0.038498490371261143 -0.051231763232602472 0.0021940147444185752 0.028090328025716229 -0.013739528735731518 -0.042729314396204879 -0.07116676998962039 0.0026177961817475987 0.014461095642280881 0.019307331053072304 0.097644230817037325 0.010808781783483691 -0.014356235111805671 -0.030898451380438226 0.020355676660218851 0.017806621900563663 -0.044893994058331915 -0.013973672160853849
leaf_weight=11.157760680653153 3.5673970878124264 3174.6597426980734 7.6618018150329616 6.7420368157327166 8.2719083987176436 9.1522879451513273 9.1515220999717695 5.2140119895338994 6.1223197560757399 6.787255782634019 14.542675076052545 5.3886401578784007 6.2894998081028453 23.741189459338784 6.5396559750661254 9.1429104413837177 4.2970987781882277 17.071205332875252 12.283533725887542 6.783766968175768 5.0401212684810153 23.270120533183217 18.912740981206298 5.323640637099742 12.884104713797571 10.21512468531728 4.7639546021819097 6.0431870445609084 6.3986088708043152 5.7330652587115765 16.507730633020405 5.8283693268895176 12.156233653426169 14.509962964802979 4.5482629835605604 6.7273797839879981 6.482530713081359 5.6574864313006401 7.3334798030555248 7.8961487933993331 12.035751126706598 4.5369080193340769 9.3498259522020835 4.3055717349052411 7.3037423714995384 4.6997691951692095 5.0575193911790839 15.517217933200298 9.5546495765447599 27.603341900743544 17.663497015833855 3.9030302017927161 37.458203533664346 7.1027824338525551 7.5382895898073894 3.6227266602218151 6.1556748524308196 21.512717060744762 4.8710054755210876 8.2836110014468414 3.279012404382228 17.191406426951293 13.259855572134255
leaf_count=1176 15 11589 25 39 38 38 33 20 28 25 64 29 25 133 39 57 23 63 50 45 21 79 68 19 42 38 19 24 24 23 59 22 44 55 20 25 26 21 29 28 63 22 62 46 46 24 20 155 39 210 122 12 181 42 51 26 22 166 35 53 16 90 106
internal_value=0.000146133 0.00024555 -0.00693031 0.00315278 0.00934898 -0.00572242 -0.0142066 0.0285562 0.0112037 -0.0237398 -0.0185491 -0.00840649 0.00710688 -0.0307166 -0.015883 0.000479056 -0.0204695 0.000556217 0.000470917 -0.0147024 -0.00443272 0.000572309 0.00634989 3.45602e-05 0.00697406 0.0219118 0.0315534 0.00188713 -0.0116813 0.00474432 0.00382924 0.0119265 -0.00670581 0.0241589 -0.00992578 0.000164206 -0.00949212 0.0119703 -0.0227478 0.000280776 0.000344185 0.000252668 -0.00452253 0.0167648 0.0396997 -0.00656156 -0.00755064 -0.00854718 -0.00749163 -0.00335474 -0.0188239 -0.00549667 -0.0124541 0.00408073 0.0195156 0.0425576 -0.0253471 -0.0271489 -0.000399884 -0.0058695 -0.0208634 -0.0266435 -0.0314299
internal_weight=3792.61 3781.45 119.172 49.9516 43.2096 24.2115 69.2206 18.9981 11.3363 15.0592 60.0691 32.7605 18.2178 27.3086 11.9283 3662.28 13.44 3648.84 3631.77 24.1074 17.3237 3607.66 173.296 123.271 77.4158 50.0255 33.7671 16.2583 45.8547 10.497 72.0922 45.3787 17.9846 27.3941 26.7135 26.942 20.2146 10.2057 13.7321 3434.36 3426.47 3414.43 239.77 20.9591 11.6093 218.811 214.111 209.575 204.517 149.824 54.6934 140.269 81.2472 59.0218 23.1348 10.7255 43.789 39.1762 12.4093 35.887 39.8859 33.7303 30.4513
internal_count=15849 14673 551 213 174 101 338 73 48 63 305 157 93 148 68 14122 80 14042 13979 116 71 13863 637 454 282 183 121 62 172 42 263 163 66 97 100 104 79 41 53 13226 13198 13135 1546 154 92 1392 1368 1346 1326 883 443 844 427 417 154 68 246 288 86 263 234 212 196
is_linear=0
shrinkage=0.05


Tree=189
num_leaves=64
num_cat=0
split_feature=65 73 65 7 29 34 65 31 31 0 46 30 11 3 22 31 60 3 9 2 10 26 69 72 8 7 7 72 49 27 15 59 10 4 70 26 30 15 3 11 4 46 27 38 9 56 16 28 11 25 30 29 5 70 72 1 31 60 28 59 38 0 27
split_gain=6.41907 6.13077 4.35381 2.49758 3.55505 2.42354 2.69357 2.39063 2.26832 3.95689 4.48459 4.02848 6.08043 5.21025 4.72301 4.7114 3.70517 4.22963 3.62219 4.49991 3.84903 4.49649 3.57776 3.53934 3.47612 3.42866 3.40835 3.35074 5.713 4.31579 4.06323 5.86664 4.66854 4.64091 7.30068 5.62504 5.34156 3.87206 3.90076 3.81553 5.21612 4.34979 6.53322 5.03341 5.46232 4.61251 4.85831 4.66724 4.52763 3.7522 3.68391 3.5667 4.35785 3.43652 3.40421 5.03259 4.46572 3.37525 3.30418 3.29646 3.27728 6.56104 4.84491
threshold=-0.57833333333333325 1.0000000180025095e-35 0.91500000000000015 -66.10007883755712 8.0500000000000025 7.1700000000000008 0.16831168831168822 0.24019230769230773 0.12795348837209303 1652.6480026893234 3.0550000000000002 0.16720430107526876 2.4142857142857146 1308.7147453021064 0.58571428571428574 0.086313324819071918 0.079924068825888761 1633.4905063160156 0.51666666666666672 166.19039582400026 0.37857142857142861 0.46816666666666668 0.69000000000000006 0.10041666666666667 2.3452380952380953 -17.448068458059989 4.0263837841216636 -0.13499999999999993 4.1350000000000007 0.60050000000000014 0.63333333333333341 2.4950960314385351 2.2583333333333337 1553.4458556529446 -0.21874999999999997 0.49414285714285716 0.13359580052493439 0.45000000000000007 1480.2896329924754 1.2321428571428574 1631.2941624281573 2.4650000000000003 0.55354166666666671 0.31553940608182285 1.1222222222222225 1.385 1.0000000180025095e-35 3.8660714285714293 1.0972222222222225 0.30952380952380959 0.11639196206818692 4.2928571428571436 1500.6996483674623 0.0087499999999999523 -0.43333333333333318 1533.1037213005441 0.083624708624708624 0.078096924372835913 4.0500000000000007 2.4950960314385351 0.27019269905484827 1499.0663483138803 0.45816666666666667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 8 -7 -3 9 11 -11 18 13 -13 25 -16 17 -12 19 26 21 23 -23 -20 -19 -15 -5 28 29 30 31 49 33 34 36 -35 -32 38 -33 40 41 43 48 -29 59 46 47 -46 51 -22 -37 52 -43 -42 57 56 -56 -39 -30 -45 61 -27 -63
right_child=1 2 -4 5 -6 6 -8 -9 -10 10 16 12 -14 14 15 -17 -18 24 20 -21 27 22 -24 -25 -26 60 -28 39 58 -31 32 37 -34 35 -36 50 -38 54 -40 -41 53 42 -44 44 45 -47 -48 -49 -50 -51 -52 -53 -54 -55 55 -57 -58 -59 -60 -61 -62 62 -64
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leaf_weight=32.853969465009868 13.28316529188305 30.176100980490446 9.0440892092883569 21.71660953015089 3.0765026360750189 10.805738233029841 3.1815379261970511 2.9942536056041709 2790.8862701542675 44.272284578531981 24.428829673677683 9.4464963078498823 22.539084434509277 18.805212244391441 8.7734853923320753 31.613900117576122 9.5554611347615701 15.299883775413038 9.7473363503813761 7.9013158977031699 10.791836127638815 31.725761383771896 10.629128463566301 11.827236279845236 5.0548021569848052 19.611753910779953 44.107008509337902 32.755641981959343 33.438350975513458 10.908284217119215 31.34330902993679 12.583453312516214 9.8468015938997251 12.631680525839331 33.163783937692642 6.2689557969570187 17.482295453548431 14.744564861059191 10.400575049221514 242.18395995348692 5.3959920257329932 18.011316835880283 9.2311270684003812 25.288648158311844 17.07491692900658 6.9318497478961936 9.8900522291660291 11.915703952312468 17.450831323862076 27.995995156466961 9.7617210000753385 14.727259702980517 10.485549710690973 8.9946986287832242 5.3780458122491863 6.2067551463842383 24.62621708214283 6.0438708811998358 11.761835962533949 7.1786938011646262 185.58922724425793 16.621084894984961 48.413738094270229
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internal_count=15849 15513 14385 14206 233 13973 108 217 13865 4444 411 4033 1205 1125 1096 132 248 212 2828 241 2587 219 150 69 92 964 211 2368 943 802 764 379 385 352 260 92 157 259 75 1425 631 583 236 347 241 139 117 88 205 120 51 148 99 48 184 115 94 69 141 102 890 302 235
is_linear=0
shrinkage=0.05


Tree=190
num_leaves=64
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split_feature=73 73 73 73 73 73 73 73 74 6 7 17 2 31 66 30 71 59 30 11 7 27 49 7 29 34 11 9 29 69 26 4 36 11 0 0 66 10 72 44 23 26 26 71 26 18 72 72 34 71 37 24 5 71 37 23 17 24 13 22 48 8 39
split_gain=20.8576 35.7226 10.768 51.8302 6.24944 18.1555 2.08754 3.00397 1.84093 3.51943 3.38639 2.82207 3.02649 2.87521 2.7593 3.31212 4.66593 5.18149 4.12587 3.51479 6.31402 3.63019 5.25729 4.58151 3.04808 3.98334 3.77759 2.77 2.73352 2.69748 2.68156 3.6323 2.67294 2.59536 2.58846 2.99101 2.47948 2.46615 2.44681 2.84228 2.37215 2.8698 2.77233 3.40922 2.89457 2.48528 2.32202 5.18454 4.79176 4.92781 4.72844 4.50961 3.91265 3.82953 3.15728 3.11809 3.01526 6.29474 4.75145 5.17866 4.25149 3.62568 5.46883
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 1.5000000000000002 1481.3926231657058 18.256021744822082 4.5000000000000009 -369.63199859079879 0.19597736001617141 2.9148550724637685 0.14334637964774946 -0.036249999999999942 2.7822673972755543 0.074696610405914313 1.2583333333333335 -11.837555517852591 0.51894444444444454 2.2850000000000006 -18.913684628909888 3.9500000000000006 1.3250000000000004 1.9309523809523812 0.86190476190476206 3.4722222222222228 0.45000000000000007 0.45316666666666666 1557.798762223247 2.1850000000000005 1.0333333333333337 1322.9308112400765 1335.865387187682 3.8166666666666669 1.591666666666667 0.052916666666666605 7.1050000000000013 4.354166666666667 0.43050000000000005 0.46950000000000003 -0.085416666666666641 0.51154761904761914 1.5000000000000002 0.37708333333333338 0.40375000000000011 1.9950000000000003 -0.36958333333333332 0.46825457362161288 0.88194444444444453 1503.5391736543113 -0.53874999999999984 0.50964717640392998 0.41666666666666669 1.0000000180025095e-35 0.84523809523809534 1.0000000180025095e-35 0.38750000000000007 2.0550000000000002 1.0972222222222225 0.34865878101862019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=2 -3 3 4 5 6 7 -9 9 14 28 13 34 -15 27 16 17 32 19 20 -22 23 29 -25 26 -27 -28 38 -30 -31 31 -33 -34 -35 35 36 -38 -39 -40 -41 41 42 43 45 -46 -47 47 48 49 -51 54 -53 -54 -55 -56 56 57 60 -60 -61 -62 -63 -64
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leaf_weight=24.127198966220021 5.2727828174829474 97.362510380800813 119.37529868725687 728.14878631383181 46.799836035817862 156.91662786342204 9.7515470525249857 17.354428239166737 13.119773738086222 11.279764175415037 8.8023150637745875 7.6112188026309004 14.606258243322371 8.3505292981863004 6.7220294550061217 8.6508713066577929 7.7526625394821194 6.8843751698732394 10.616882503032686 9.8395789265632647 18.283056013286114 7.3189572393894222 7.4396387636661556 9.0871954560279828 16.371339857578281 8.6632104218006116 8.2776566892862302 10.137485891580587 10.828170910477636 10.250708281993864 7.5418534129858035 7.3981629610061637 6.8877644278109065 7.1642270386219025 9.5121404528617841 20.404491417109966 7.9906614013016215 6.9104734063148499 9.131930857896803 10.349469214677809 8.1915215551853162 10.553783267736433 8.8135913461446744 14.908900082111364 12.718056425452231 10.674992740154265 16.332355424761772 14.524774655699728 11.743673771619795 13.517851203680037 6.5156964510679272 8.9164308905601484 19.538331188261509 11.333046182990076 23.521811127662659 85.805750153958797 83.332906626164913 53.912571888417006 324.03825610876083 21.661694724112749 7.9623050540685645 184.03961974009871 33.312609568238258
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internal_count=15849 4005 11844 8083 4675 2286 966 351 3761 717 98 3044 2997 47 619 512 272 149 240 208 81 127 80 47 123 51 72 107 59 50 85 63 64 40 2980 2938 2911 42 87 60 2887 187 164 135 61 74 2700 366 319 102 217 127 102 65 90 2334 2274 1046 1228 309 177 869 330
is_linear=0
shrinkage=0.05


Tree=191
num_leaves=64
num_cat=0
split_feature=73 65 69 28 4 65 64 21 5 71 66 19 26 60 71 71 3 38 40 66 6 74 8 16 26 19 27 72 35 8 30 66 26 65 26 71 56 29 47 3 0 30 21 38 71 18 34 3 11 0 71 71 24 26 26 44 23 39 7 30 46 10 71
split_gain=4.75065 2.39155 3.38488 2.40419 4.54765 3.37727 3.51284 3.50171 5.24109 3.89959 3.41953 5.25127 4.94375 4.34001 3.85129 3.72434 5.90965 5.58247 4.54924 4.44308 3.84353 3.37154 3.95471 3.80841 3.66837 3.64268 3.86341 3.35662 3.56165 3.63203 3.31992 3.30201 5.08185 5.65521 6.82851 5.58608 5.42736 4.4585 4.81496 3.98911 5.06444 7.28347 3.742 5.32857 4.66244 3.65647 3.55352 3.52635 3.68301 3.92296 3.4786 3.6459 4.56933 4.65688 5.4592 4.76327 4.77993 3.41141 6.27715 4.98779 3.37549 6.49921 4.99172
threshold=1.0000000180025095e-35 0.66947368421052644 0.51000000000000012 5.6833333333333345 1407.8024166238331 -0.17462962962962963 0.13187500000000005 0.73214285714285732 1555.9240301217194 0.27041666666666675 2.9016129032258067 3.5000000000000004 0.60050000000000014 0.056640564787125806 0.26458333333333334 0.015416666666666651 1519.7720224695458 0.25502109521515531 1.9450000000000001 2.7958333333333338 1518.2661444946423 1.0000000180025095e-35 1.4833333333333336 1.0000000180025095e-35 0.65828571428571436 1.5000000000000002 0.51527777777777783 -0.064999999999999933 3.1850000000000005 1.7238095238095241 0.17958733974358979 2.8973684210526325 0.55816666666666681 -0.047717391304347843 0.54527777777777786 0.30375000000000002 1.9350000000000003 6.0500000000000007 1.3750000000000002 1394.3164645891086 1507.3378829265764 0.1035759897828863 0.64583333333333337 0.26025101618138075 -0.24041666666666661 1.0000000180025095e-35 1.8050000000000004 1617.0340817203285 0.51666666666666672 1690.4240406880042 0.34541666666666676 0.25666666666666671 0.38750000000000007 0.47950000000000004 0.50050000000000006 9.6050000000000022 1.8660714285714286 0.253554594480707 28.410001852553822 0.1625508130081301 2.7950000000000004 1.2928571428571431 -0.21124999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 -4 4 5 6 -8 -9 -10 -11 11 12 -14 -15 -16 16 17 20 -20 -21 30 22 24 -25 -26 -27 -28 -29 -30 -31 -32 32 35 34 45 -37 37 -39 42 57 -42 -43 -44 -45 46 -47 -48 -49 49 -51 -52 -53 -54 54 -56 -57 -58 60 59 -61 61 -63 -64
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leaf_count=1176 9878 243 17 163 228 125 23 78 33 24 303 39 31 23 126 30 73 77 29 27 25 44 303 33 36 25 32 48 34 20 25 38 20 32 28 21 78 49 22 120 20 89 23 76 19 28 27 70 225 28 32 54 668 45 67 23 49 61 30 46 59 138 193
internal_value=0.000140571 0.000233733 -0.0192396 0.000315056 -0.00326039 -0.0019694 -0.00439139 0.00688337 0.0116655 0.00731895 -0.00507528 -0.0149066 0.00698162 0.0224216 -0.00221662 0.000168116 0.00867083 -0.00324851 0.0190331 -0.00512542 -0.017163 -0.0070046 -0.00268033 0.0117224 -0.00980574 0.0218656 0.0324928 0.0242871 0.0125409 0.0263209 0.00172807 0.000762175 0.00399767 0.00570063 0.000851564 -0.00769538 -0.000817646 -0.0118278 -0.0172321 0.00364589 0.0180984 0.0103341 -0.00877166 -0.0143795 0.00529894 0.0362249 0.0217991 -0.0107548 -0.00599471 -0.00978792 0.010936 0.0120157 0.0105046 -0.00137535 -0.0154415 0.0122595 0.0018655 0.000133386 -0.0144313 0.0148975 0.0038385 0.0130018 -0.00347097
internal_weight=3785.87 3775.43 15.701 3759.73 417.904 393.78 309.19 84.5901 69.2807 62.9885 304.182 68.5229 19.5744 14.2095 235.659 206.865 79.3727 45.0147 17.3045 127.492 27.7102 122.526 96.3388 31.8864 64.4524 23.715 18.3254 34.358 21.9552 14.9537 13.656 3341.82 638.014 556.907 289.121 81.1072 276.092 79.6413 65.891 196.451 38.4099 32.4713 47.3418 40.8421 18.6729 13.0283 13.0021 76.9254 64.227 58.3688 267.786 258.506 242.782 60.7029 29.879 30.824 24.0879 158.041 32.0507 11.626 125.99 55.9057 70.0846
internal_count=15849 14673 260 14413 2057 1894 1531 363 285 252 1508 396 93 62 1112 986 361 229 102 625 127 598 473 134 339 101 76 132 84 50 50 12356 2478 2114 1138 364 1082 294 245 788 141 121 167 144 68 56 46 343 273 253 976 944 890 222 112 110 87 647 196 76 451 197 254
is_linear=0
shrinkage=0.05


Tree=192
num_leaves=64
num_cat=0
split_feature=65 73 65 27 65 9 41 42 73 30 41 42 30 53 27 64 5 73 70 1 20 3 27 65 56 3 23 31 4 47 66 35 26 14 8 27 55 51 44 9 40 65 52 4 70 46 49 52 8 60 9 1 29 30 14 59 15 66 13 31 70 24 74
split_gain=6.23638 5.79341 4.15084 2.47678 4.67015 3.80673 5.53729 8.7216 4.06816 4.75003 4.38283 3.97134 3.84318 3.74126 3.504 4.29815 6.91716 5.84744 3.96473 5.11902 6.19647 4.83326 3.8311 4.3048 3.78161 7.28064 3.72757 3.57606 3.37217 3.30658 3.81061 4.07927 3.26026 4.84587 5.19629 4.30662 5.89239 3.9287 3.61622 3.49722 3.43172 3.29615 3.90493 3.90434 3.76629 3.43391 3.17743 5.95939 4.0583 4.10039 3.9045 3.77895 3.60008 5.19321 4.90777 6.35166 4.76022 4.64305 4.1557 4.09755 3.92648 3.74878 3.59861
threshold=-0.84307692307692295 1.0000000180025095e-35 0.91500000000000015 0.50472222222222241 0.47565217391304343 1.7416666666666669 2.4350000000000005 4.4650000000000007 1.5000000000000002 0.10628883449444547 2.3750000000000004 6.8750000000000009 0.1201503759398496 2.5350000000000006 0.51316666666666677 0.014558823529411702 1500.8746299987367 4.5000000000000009 -0.41124999999999995 1532.0510528934021 1.5000000000000002 1549.6981536873675 0.51527777777777783 -0.10350168350168348 1.8150000000000002 1464.3463054376841 2.4642857142857149 0.12456896551724136 1662.065898942363 1.7050000000000003 2.2886904761904767 3.1950000000000007 0.41236111111111112 0.70833333333333337 0.7238095238095239 0.52354166666666679 1.6950000000000001 1.3450000000000004 11.950000000000001 1.0333333333333337 3.4350000000000005 0.17838709677419348 2.8750000000000004 1447.5334216329113 -0.17874999999999994 2.7350000000000008 1.8250000000000004 3.5150000000000001 3.2333333333333338 0.057088340494627111 1.5166666666666668 1742.2292466554106 4.0500000000000007 0.30053763440860221 0.90000000000000013 3.1083861715372376 0.90000000000000013 2.9591666666666669 0.77500000000000013 0.089815615096513965 0.24166666666666667 0.64583333333333337 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 2 2 2 2 2 2 2 2 2 2 2 2 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 46 11 7 8 9 -7 -10 14 -11 -6 15 28 -17 -18 19 20 27 24 23 -20 25 -21 -22 -16 -5 30 31 -14 33 34 37 36 40 -24 -37 -36 41 42 43 -34 -45 -46 52 48 51 -50 -49 -48 53 54 58 60 57 -54 62 -58 -56 -59 -3
right_child=1 2 -4 5 13 6 -8 -9 10 12 -12 -13 29 -15 18 16 17 -19 22 21 26 -23 32 -25 -26 -27 -28 -29 -30 -31 -32 -33 35 -35 39 38 -38 -39 -40 -41 -42 -43 -44 44 45 -47 47 50 49 -51 -52 -53 56 -55 55 -57 59 61 -60 -61 -62 -63 -64
leaf_value=-0.035798313615490372 -0.033582021213554657 -0.0033324351890225562 0.034996024958222995 -0.004391426984585273 0.036176245849604542 -0.019253029087483567 -0.033330708948674376 0.030188110471226201 -0.009271556383223984 0.044309971736284877 0.032563782374364483 0.021520993348925998 -0.0020732033262343299 -0.0033471288175200165 0.015318468181613202 0.022212142670142834 -0.039492681742067604 0.015025560957609048 -0.017196981239824161 0.037023596763362143 0.021889661613460534 0.02001253194195865 -0.031328136164675467 0.025091186169592401 -0.03763824962293387 -0.02521832404820153 -0.029964337567155816 0.052768730369367738 0.03199564415879648 0.024592296654120202 0.013288444804769615 -0.048216453819229677 -0.04168791120524154 -0.024215900074874397 0.04357504841492843 0.00083901323375196667 -0.0291432502798631 0.017962542794951141 0.027279076256483473 0.0013877717582697266 -0.037374001203709067 0.031123733875667234 0.018323872914287512 0.026567700417298154 0.0011283877213870998 -0.028591571071307505 0.00016659182617726262 -0.013582435683116664 -0.054177927070567372 -0.00046602974085864523 -0.065809774408596033 0.034999040239723452 -0.007384260617668937 -0.020589688955274191 0.025197367051488652 -0.01784577855068141 -0.05874457534429698 0.026549993712376707 -0.027311326031282685 0.010216459124887644 -0.0013407317630643558 -0.011282203693940113 0.008470884836937944
leaf_weight=12.040071233175693 12.624562033452092 86.814628206193447 8.6223257277160865 99.093599863350391 17.074646998196844 17.787278860807419 16.848009176552296 17.759307317435741 296.44060532003641 7.1888599395751944 6.395549163222312 21.395751964300871 16.482117980718616 9.2211205214261991 10.513644799590113 7.6511590480804434 29.073248267173767 5.9198489412665358 7.6596409603953353 7.927927300333983 7.1738914996385557 18.250219866633415 13.94850415736437 28.080023020505905 10.044728375971316 11.533341728150843 6.7050692737102509 16.190469287335873 6.8045369684696189 16.96451573073864 22.805514723062515 6.7517004758119574 8.005956292152403 35.12357036024332 8.4633580744266528 953.24318705499172 27.649185806512833 5.6923580169677725 13.109986677765844 11.708606369793413 6.5995293781161299 7.7537392377853385 16.465822950005531 8.3482473939657194 25.34505657851696 15.764614343643187 1446.2737979851663 11.34339313209057 6.890652120113371 7.3362376168370247 5.2278165072202674 7.8286734148859969 190.75372607260942 17.155871786177158 82.549932349473238 11.964620150625704 2.2031855210661879 19.646395862102512 9.9660160392522794 96.597509242594242 16.769537564367056 9.8213306218385679 252.08063837140799
leaf_count=227 1145 269 179 322 93 56 110 63 1069 21 33 124 48 33 35 25 93 22 27 31 22 60 58 86 38 45 22 52 22 51 73 22 25 133 28 3266 92 17 51 44 27 29 53 26 77 50 4830 48 24 27 18 33 619 55 292 47 7 74 32 322 63 36 828
internal_value=0.0001353 0.000238177 0.00034001 0.000268594 0.00136565 -0.00108033 -0.00523955 -0.00408118 -0.00563843 0.003826 -0.00838804 0.000138923 0.00967437 0.0223166 -0.000181032 -0.0074506 -0.0208535 -0.0302697 0.000661735 0.0108826 0.0239392 -0.000212832 -9.51235e-05 0.0160281 -0.0127227 0.000137136 -0.00316154 0.0380242 -0.00205336 0.00572239 -0.00123077 -0.0154823 -0.000593073 -0.0106789 0.00126363 0.000105262 -0.00900086 -0.0170426 0.00119771 0.0190879 -0.0026925 0.000109558 -0.00314321 -0.00929443 -0.00405076 -0.0102685 0.00112415 -0.000242386 9.4116e-05 -0.0264809 -0.0300589 0.000354125 0.00367232 0.00642081 0.00742786 0.0165706 -0.000439814 -0.00453076 0.00451141 0.00867868 0.0207166 0.0139409 0.00544723
internal_weight=4217.47 4205.43 4192.8 4184.18 2307.52 1876.66 425.423 408.575 390.816 87.98 302.836 1451.24 70.1927 26.2958 1429.84 148.542 42.6443 34.9931 1281.3 88.3393 40.5831 47.7562 1192.96 35.7397 29.506 19.4613 13.879 26.7041 105.898 63.0038 46.0393 23.2338 1157.22 74.9364 39.8128 1082.29 115.932 19.6409 966.353 20.172 88.283 81.6834 73.9297 57.4639 49.4579 41.1097 2281.22 1484.9 1468.33 14.2269 16.5712 1454.1 796.323 477.301 460.145 111.284 319.022 220.221 348.861 98.8007 99.3195 29.4677 338.895
internal_count=15849 15622 14477 14298 7750 6548 1546 1436 1373 271 1102 5002 215 126 4878 484 140 115 4394 305 131 174 4089 113 114 76 44 87 344 194 143 70 3976 280 147 3696 379 75 3317 72 287 260 231 178 153 127 7624 4980 4914 51 66 4863 2644 1586 1531 402 1058 729 1129 329 355 110 1097
is_linear=0
shrinkage=0.05


Tree=193
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 3 27 0 0 71 41 71 9 74 1 28 23 23 30 64 26 19 69 30 52 70 10 26 52 52 5 9 30 70 8 27 11 27 27 71 0 54 26 69 5 27 50 29 37 65 69 27 12 41 4 9 41 9 4 26 0 37
split_gain=20.7091 33.6179 10.0469 50.2003 5.86299 17.653 2.08619 3.74969 2.28562 2.62389 2.24476 3.50135 2.39062 2.04642 1.95814 2.74632 2.39869 2.07387 2.78917 2.92312 3.00544 4.50902 4.59468 2.93181 2.85611 2.76802 2.30986 2.19625 1.99497 1.89809 1.85523 1.82773 3.01945 3.00404 2.99994 2.87648 4.30825 2.86049 2.24221 2.76326 2.96303 2.46562 2.95274 2.9299 4.89319 3.82073 3.4323 5.55426 4.79536 2.80819 3.52896 4.15219 3.00772 2.57649 5.45132 4.4077 3.53287 3.49021 3.91349 3.58703 3.23021 3.4809 8.60077
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 1650.0917029837235 0.44950000000000007 1743.6509039459017 1690.4240406880042 0.26041666666666669 2.0050000000000003 0.17916666666666667 1.3785714285714288 1.5000000000000002 1503.0858745465575 2.7638888888888893 4.6333333333333337 3.7750000000000004 0.12546296296296297 0.0095897832817337016 0.49950000000000006 3.5000000000000004 0.33000000000000007 0.16525332375134746 2.3450000000000002 -0.43291666666666656 1.0333333333333337 0.49527777777777787 2.9750000000000005 2.3150000000000004 1546.0473982788512 1.1833333333333336 0.21778185883104437 0.42458333333333337 2.6214285714285719 0.52763888888888899 1.4555555555555557 0.36050000000000004 0.39133928571428572 -0.32041666666666663 1647.1964768778728 1.5750000000000004 0.58881944444444456 0.87000000000000011 1521.1734443597625 0.54118055555555566 1.0850000000000002 4.8819444444444455 0.61685627135429344 -0.10718718718718713 0.29000000000000009 0.48118055555555561 0.55000000000000016 2.0350000000000006 1382.9258157629224 0.62142857142857155 1.8350000000000002 0.86190476190476206 1620.5211915312914 0.58267857142857149 1584.1571719893275 0.39354657356174322
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 31 -4 -5 -6 8 -8 9 10 12 13 14 -12 15 -7 -16 18 19 23 26 -22 29 28 -20 -25 -21 30 -18 -23 -28 34 33 35 38 36 37 -33 -2 40 -40 42 43 45 46 53 47 -45 -49 50 -47 52 -52 56 55 -55 -41 59 -59 -57 61 -58 -63
right_child=2 -3 3 4 5 6 7 -9 -10 -11 11 -13 -14 -15 16 -17 17 -19 24 20 21 22 -24 25 -26 -27 27 -29 -30 -31 -32 32 -34 -35 -36 -37 -38 -39 39 41 -42 -43 -44 44 -46 49 -48 48 -50 -51 51 -53 -54 54 -56 57 60 58 -60 -61 -62 62 -64
leaf_value=0.033771745088253195 -0.015834792905960838 -0.03413116033736862 -0.034160393583205433 0.0029427828065281495 -0.034199092885946115 -0.0035174567753082763 0.019434587447054594 -0.032411512216582831 0.031620146168285054 -0.028235372305177222 0.057171959511376762 -0.013901926181596122 -0.022663191657488209 0.014428364841488836 -0.026563811972631919 0.036885448576803592 -0.021416670972561707 -0.024957652948803224 0.0074601112113879906 0.015791990017836186 0.032532630652221388 -0.039828378928423308 0.037385507875154635 0.065219300872234973 0.05908187188133706 0.012216506391463662 -0.022323685928527424 -0.030052623911505247 0.017514751371778572 1.785176390723701e-05 0.023325013098746867 -0.032853614739132314 0.035529647513256428 0.035705600374607606 -0.029540553928200382 -0.029892062341826776 0.030462053966899851 0.012638914541144977 -0.013344989953606827 0.020998367864961023 0.023914916940224181 -0.0055316157089574484 0.03013092345099332 -0.024350467896549696 0.032362752798008154 0.04081914529397207 -0.03267906140465477 -0.0033103328563428834 0.044619371174097977 -0.013388903981128027 0.044370325022578067 -0.0055761321643404147 0.012122761681245958 -0.040664545974447672 -0.029125116954543423 0.0012646103133747814 0.0040538825293574979 0.028673709852992519 -0.013867362001837861 -0.03613636136279666 0.037676531262915175 -0.04133895321985738 0.0096881495382648286
leaf_weight=22.602092314511538 15.068804502487181 94.182740743737668 115.4001515773125 728.25058954581618 45.263742189854383 7.832376046106222 5.0464163739234236 11.288595405872909 6.4036320131272069 7.249541398137807 5.5919128917157668 5.1931362533941856 10.337384463753549 5.6090158317238092 7.9407109990715972 9.0841198898851854 5.8511525355279463 6.6847742907702914 7.0447522494941932 5.1312520019709984 10.716864291578533 7.5549556212499756 4.0201774798333636 4.5208374485373479 4.3241793885827065 5.4122088979929686 4.5697230678051799 19.505867725238204 7.5194321293383837 4.9448759667575359 4.3393296655267477 7.2839780598878914 11.384698435664175 7.0634366646409026 6.9778130650520316 6.5397802889347068 11.166253507137297 6.5740709900856018 6.5091616213321677 30.485203102231026 29.59733010828495 76.408137015998363 10.508662499487398 19.756125256419182 7.1439156681299201 14.005323231220244 14.393649429082869 17.221151322126392 7.4875359684228888 7.6757953166961661 11.317036360502245 19.593207269906998 20.025649234652519 5.9985328018665305 17.752540394663811 59.395209036767483 779.41331353783607 21.644427180290226 7.2059824913740149 7.1864100620150557 6.921551674604415 14.546630069613455 19.102193370461464
leaf_count=1176 45 2829 3408 2389 1320 39 22 79 38 47 20 29 61 24 48 31 30 41 35 26 44 59 14 14 18 28 24 98 36 37 24 26 36 22 21 23 33 21 19 86 86 231 36 59 21 40 44 52 21 25 31 55 56 17 58 167 2208 62 21 21 20 42 56
internal_value=-0.000433513 -0.0209895 0.000576858 -0.00300715 0.000748562 -0.00622993 0.00066103 -0.0163946 0.0023255 0.00116018 0.00254641 0.0200338 0.000458899 0.0357675 0.002341 0.0181788 -9.28482e-05 0.00196509 0.00385049 0.000707791 -0.00506452 0.00727436 -0.00911119 0.0157638 0.0270945 0.0363397 -0.0150827 -0.0206582 0.000477823 -0.0240654 -8.95877e-05 0.00352642 0.0128997 0.00622996 0.0031524 -0.000366125 0.0073501 -0.0112726 0.00333543 0.00357004 0.0171978 0.00315835 0.00375183 0.00350171 -0.00671436 0.00414865 -0.0114573 -0.00458766 0.0112139 0.0152109 0.0185912 0.0124795 0.0237665 0.0033202 -0.00356471 0.000908913 0.00428504 0.00352208 0.0180482 -0.00277222 0.00366367 0.00337412 -0.0123712
internal_weight=2492.77 116.785 2375.99 1072.63 957.232 228.981 183.717 16.335 167.382 160.979 153.729 16.3941 137.335 11.2009 126.998 16.9165 110.081 102.14 95.4556 84.0867 60.783 27.2369 16.52 23.3036 11.3689 9.93305 33.5462 28.4149 13.3706 12.4998 8.90905 1303.35 50.0122 38.6275 1253.34 31.5641 25.0243 13.858 1246.36 1231.29 36.1065 1195.19 1118.78 1108.27 66.0024 1042.27 58.8585 44.4648 24.7087 72.617 64.9412 50.9359 31.3427 969.652 119.183 101.431 850.469 95.432 28.8504 66.5816 819.984 813.062 33.6488
internal_count=15849 4005 11844 8083 4675 2286 966 101 865 827 780 73 707 44 646 70 576 528 487 434 326 154 110 108 53 42 172 146 66 96 48 3761 161 125 3600 103 80 47 3579 3534 105 3429 3198 3162 197 2965 176 132 73 207 182 142 87 2758 346 288 2412 271 83 188 2326 2306 98
is_linear=0
shrinkage=0.05


Tree=194
num_leaves=64
num_cat=0
split_feature=73 36 73 4 3 51 35 35 31 69 65 52 2 6 44 27 7 70 20 0 70 24 14 31 59 5 6 31 1 30 66 11 31 72 72 25 23 1 27 9 27 69 54 3 1 72 4 0 6 3 72 26 28 72 0 2 27 31 27 2 1 40 8
split_gain=4.44136 2.33639 4.93149 3.56389 4.57244 4.36779 6.0764 4.96509 3.62938 3.34834 3.05967 2.85596 2.34707 3.08344 2.0474 3.78147 4.29798 2.65445 2.09942 4.32972 3.70224 4.54132 3.41601 3.04176 2.01174 1.9687 4.25683 5.19217 2.44453 1.93989 3.91434 3.71381 3.41792 6.46192 4.01858 3.93525 3.65102 5.19457 3.80212 3.52272 5.8525 5.02682 4.57787 4.08334 4.77211 4.14147 3.90149 3.85388 3.51693 4.5165 3.48478 3.44789 5.87081 5.1431 4.74229 3.73039 4.47517 5.3237 4.41513 3.68492 5.40603 4.71144 3.59655
threshold=1.0000000180025095e-35 6.870000000000001 3.5000000000000004 1518.6796446146611 1697.2037493422913 1.0950000000000004 5.955000000000001 5.535000000000001 0.25728429985855733 0.73000000000000009 -0.19525252525252521 4.2750000000000012 314.99668621882569 1452.0438646543937 11.950000000000001 0.44612500000000005 -40.011906356828369 -0.24874999999999992 5.5000000000000009 1424.6096381924062 0.049583333333333257 0.64583333333333337 0.90000000000000013 0.15318947980238304 3.0173088295501076 1456.79471105365 1503.8683578211894 0.1155435473617291 1456.5353210406586 0.11915683704674526 3.8166666666666669 2.8777777777777782 0.22511261261261264 -0.54624999999999979 -0.5379166666666666 0.64583333333333337 3.4722222222222228 1406.0508779051195 0.59527777777777791 1.7416666666666669 0.49211111111111117 0.79000000000000015 1.1950000000000001 1467.5415698481195 1507.5609976926205 -0.14583333333333323 1528.2176235639738 1445.981411451171 1541.8425927410783 1501.9915398859687 -0.60291666666666643 0.53414285714285725 5.0500000000000007 0.29041666666666671 1579.8264714785196 61.453416365120127 0.55707142857142877 0.18971809715580168 0.54118055555555566 -22.54299173849699 1412.6809554354065 3.6650000000000005 0.59166666666666679
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 4 5 6 7 -3 -7 -8 -5 12 13 -2 18 -16 -17 -18 25 -20 21 23 -22 -21 -14 26 27 -15 -29 30 31 32 34 -34 48 39 37 -37 -38 51 41 42 46 47 45 -45 -41 -42 49 50 -27 52 54 -54 55 56 58 -58 59 60 -36 -62 -63
right_child=1 2 -4 10 -6 8 9 -9 -10 -11 -12 -13 24 14 15 16 17 -19 19 20 22 -23 -24 -25 -26 29 -28 28 -30 -31 -32 -33 33 -35 35 36 38 -39 -40 40 43 -43 -44 44 -46 -47 -48 -49 -50 -51 -52 -53 53 -55 -56 -57 57 -59 -60 -61 61 62 -64
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leaf_weight=9.7774865729734284 5.837592124938964 4.633095111697914 21.739319763146341 3.0211379453539839 4.0724809244275084 12.109117168933151 5.9268324263393879 2.2501993086189032 1.6622786447405804 1.5756716318428514 9.7770369853824359 6.0807196870446196 11.272834500297902 7.24166700057686 5.4717244356870642 5.5485746785998371 8.441854855045678 17.433047771453857 9.7372308745980245 6.8903883844614091 9.2636107131838799 11.327317662537096 8.0234245508909225 12.170367270708082 3.6149746552109709 30.908380307257175 11.279890634119509 5.596438402310012 6.1549389883875847 2622.9026960916817 11.791475433856247 10.608617499470709 6.7532325461506835 64.415021099150181 4.5998649150133124 4.8231098651885977 87.114889062941074 80.080579176545143 12.151600569486616 17.405215173959736 25.226049974560738 7.5749412924051276 16.743456311523914 6.5316856782883397 14.593779161572455 8.1687925159931201 11.45458824932575 7.5004894863814107 5.7887905761599532 22.279747754335403 11.185695946216581 94.081837045028806 16.072283290326599 5.4604384973645201 8.3183363229036313 44.503028500825167 45.303247978910804 8.2105847075581533 16.956485211849213 95.506303936243057 104.82598692923784 8.2015124931931513 12.638862259685991
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internal_weight=3778.61 3768.84 66.7672 45.0279 32.2297 28.1572 14.3858 6.88329 13.7714 7.5025 12.7982 3702.07 3695.99 3681.1 3675.26 36.8952 31.4235 25.8749 3638.37 57.4123 47.6751 30.3881 17.287 19.0608 14.8878 3580.95 30.2729 18.993 11.7514 3550.68 927.779 915.987 905.379 71.1683 834.211 764.048 184.17 84.9037 99.2665 579.878 115.199 53.1782 45.6033 62.0208 29.2943 14.7005 28.8598 32.7265 70.1626 64.3738 42.0941 464.679 370.597 21.5327 349.064 340.746 296.243 53.5138 242.729 225.773 130.266 125.666 20.8404
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is_linear=0
shrinkage=0.05


Tree=195
num_leaves=64
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split_feature=65 73 65 65 11 70 29 4 29 29 72 69 26 65 69 12 36 11 27 44 21 7 17 13 51 56 69 10 70 70 22 31 1 11 71 55 26 5 42 2 64 31 34 4 30 42 56 0 35 2 30 28 22 71 36 29 66 29 2 37 64 24 3
split_gain=6.01245 5.41369 3.99106 2.42804 3.24908 3.27835 3.10322 2.88479 2.67634 4.11061 5.40013 4.90812 4.47103 3.23757 3.31154 3.2879 3.5096 2.77062 3.90825 3.42952 3.40244 5.49216 3.38379 3.40363 3.68079 3.67115 3.2321 5.47965 4.0096 4.04768 3.94868 5.4127 4.25068 6.31353 4.10897 7.58208 3.7273 6.93059 3.76588 3.62207 3.57604 3.5542 3.76094 5.19033 4.16524 3.9207 3.86212 6.81642 4.98464 7.49014 4.92693 4.71329 3.94014 3.50925 5.13369 3.47875 5.65738 4.14425 3.98348 3.85872 4.07923 3.69389 3.48496
threshold=-0.84307692307692295 1.0000000180025095e-35 0.91500000000000015 -0.3342156862745097 0.93095238095238109 0.13041666666666663 3.0500000000000003 1691.1640111584422 6.8166666666666673 7.2111111111111121 0.31208333333333332 0.79000000000000015 0.6170714285714286 -0.13320346320346324 0.25000000000000006 1.0000000180025095e-35 1.7850000000000004 0.69047619047619058 0.50683333333333336 10.425000000000002 0.94444444444444453 16.193586587052668 3.5000000000000004 0.22500000000000003 1.175 1.7750000000000001 0.79000000000000015 0.34523809523809529 0.17541666666666669 0.30875000000000002 0.30785714285714288 0.089815615096513965 1619.3763124542843 1.1833333333333336 -0.19999999999999993 1.385 0.53414285714285725 1501.5736683621942 4.7250000000000005 -15.010132369325673 0.011079545454545451 0.13244153082919916 1.6450000000000002 1356.5056600664163 0.13929238431209792 3.6250000000000004 1.8150000000000002 1499.8991514917195 2.7450000000000006 -111.34088875948349 0.16929280397022334 4.6458333333333348 0.33166666666666672 -0.14541666666666661 2.8050000000000002 3.2111111111111117 2.517323775388292 3.8166666666666669 133.37032169790021 0.48337848783942816 0.06234375000000001 0.64583333333333337 1384.7710322671921
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=11.650994963012634 11.817906496115027 6.3527497202157965 8.3094397503882629 326.67733640596271 137.76391375809908 10.131600633263586 44.589886099100113 6.5844660177826873 45.527862574905157 6.168570175766944 16.517639525234699 6.5210318416357032 7.3824053630232802 45.694189690053463 5.9714243859052685 6.9827443882822973 5.9034648239612579 565.50879896432161 251.13882713764906 15.005307935178278 27.15558560192585 26.425077311694622 9.3761318102478999 10.323123447597029 7.8585513830184928 9.8928306698799116 15.137446865439413 8.4700126945972425 41.036440648138523 15.791770897805689 100.24296442419291 9.3615065962076205 7.8007655963301641 7.4357470646500587 56.203962154686451 12.960676416754724 7.8001154959201813 22.935037143528461 13.25048642605543 6.9709231406450254 6.3672755211591712 1810.79562304914 8.2681457996368426 7.9254143089056006 11.08817647397518 7.6292515397071829 21.058381915092468 58.547407947480679 28.477169252932072 45.616323873400688 18.707311037927866 9.8148599267005903 17.381197839975357 27.842723309993744 6.7081220149993888 34.368510514497757 16.07498013228178 11.566700547933577 7.1531479805707923 6.6199079751968375 6.5095325857400885 12.617424577474592 68.042554460465908
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internal_count=15849 15622 14477 14298 788 239 199 549 13510 600 407 344 309 284 258 85 60 12910 2206 1134 1072 978 10704 136 68 68 10568 1108 1057 194 863 368 341 59 282 94 495 128 367 46 64 9460 3357 1398 84 50 1314 436 878 251 244 227 197 177 107 627 142 485 334 312 292 151 272
is_linear=0
shrinkage=0.05


Tree=196
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 65 4 18 47 4 5 2 59 9 26 72 8 28 69 59 59 65 3 16 4 74 27 38 31 69 74 72 28 12 7 26 31 31 27 66 1 72 4 20 28 28 19 71 48 14 22 48 1 3 12 64 2 65 46 71 2 10
split_gain=20.5227 31.621 9.42128 48.6331 5.49392 17.152 2.04031 2.07568 3.29733 2.79737 3.55355 2.96717 2.73613 2.61444 3.02423 2.76766 3.29176 4.51613 3.00916 2.64041 2.96469 2.6022 2.61782 2.53806 2.48935 2.40301 2.26326 3.52467 2.43975 2.29812 2.39307 2.09249 1.98734 1.82914 3.38131 2.22555 2.0756 3.64351 3.36056 4.00981 3.07661 2.59255 2.44073 2.1362 1.91459 1.80027 2.52965 3.16833 2.58646 2.57256 2.2376 3.84773 5.09441 4.31607 3.59821 3.45898 3.0095 2.98978 3.14958 4.73094 2.83753 3.75381 4.14515
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 0.27259259259259255 1436.0860986558603 1.0000000180025095e-35 1.6850000000000003 1479.2711414157482 1482.2069761326036 54.877256556317327 2.5345147802959445 0.59166666666666679 0.46612500000000007 -0.43333333333333318 1.4555555555555557 4.7888888888888896 0.47000000000000003 2.7822673972755543 2.7822673972755543 -0.12526315789473683 1466.4691319762903 1.5000000000000002 1519.9321665105369 3.5000000000000004 0.51211111111111129 0.21063357127472077 0.19242713807931197 0.49000000000000005 2.5000000000000004 0.11666666666666665 7.0500000000000007 0.36666666666666675 1.0000000180025095e-35 0.59050000000000014 0.20524267399267396 0.19065794256633947 0.57950000000000002 2.4593406593406599 1457.5614608722715 0.22958333333333328 1498.4280477059385 1.0000000180025095e-35 8.0500000000000025 7.1055555555555561 1.0000000180025095e-35 0.024166666666666652 2.7350000000000008 0.90000000000000013 0.23611111111111113 1.8750000000000002 1579.6491734262988 1505.2285093986425 0.36666666666666675 0.028012820512820454 220.19297126654729 -0.013841642228738998 2.8650000000000007 -0.46291666666666659 19.577550636059872 1.3166666666666669
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 33 -4 45 -6 7 8 12 11 -11 -9 -7 25 -15 23 18 19 -17 20 -18 22 -12 -16 -10 -13 28 -28 -19 30 31 -30 -22 36 35 -35 -2 38 39 40 41 -38 -39 -43 -36 46 49 -48 -49 50 56 54 -53 -54 -52 -56 57 -5 -59 -60 -58 62 -62
right_child=2 -3 3 4 5 6 -8 9 24 10 21 13 -14 14 15 16 17 26 -20 -21 32 -23 -24 -25 -26 -27 27 -29 29 -31 -32 -33 -34 34 44 -37 37 42 -40 -41 -42 43 -44 -45 -46 -47 47 48 -50 -51 51 52 53 -55 55 -57 60 58 59 -61 61 -63 -64
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leaf_count=1176 3388 2829 3408 1367 1320 21 80 65 80 16 26 17 23 60 31 24 16 35 25 37 32 29 47 46 27 26 40 27 24 39 18 31 24 18 25 39 32 40 20 22 66 30 22 36 23 29 20 19 21 69 89 217 80 29 68 55 16 19 18 23 41 101 108
internal_value=-0.000413472 -0.0213068 0.000576524 -0.00290744 0.000743306 -0.00605625 0.000675082 0.00191571 -0.0109305 0.00424723 0.0179438 0.000765268 0.014249 0.00343731 0.000891439 0.00376871 0.0079649 0.00323079 0.0325569 -0.0164024 -0.00329864 0.0105625 0.000530646 -0.0153623 -0.0232315 0.0278669 0.0129323 -0.00931976 0.0193418 0.012034 0.0224449 0.0100991 -0.01946 0.00343114 0.0150527 4.05348e-05 0.00312886 -0.00432755 0.00110976 -0.00271826 0.00188971 0.0113779 -0.0235975 0.0207421 0.0321164 0.00285864 0.00308176 0.0226512 0.00594464 0.00263448 0.00302495 0.0081595 0.00186101 -0.0160565 0.0175555 0.0276127 0.00145674 0.00296382 0.0236005 0.00671842 -0.00792392 -0.0105133 -0.00170944
internal_weight=2480.47 112.216 2368.25 1066.56 954.911 226.582 182.812 173.255 26.6144 146.64 29.7229 116.918 8.73473 105.091 95.173 86.1908 70.6865 59.2755 11.4109 19.6036 12.9831 25.1402 18.1006 15.5044 17.8796 9.9182 39.672 8.87164 30.8003 24.2585 16.6422 11.6871 8.90761 1301.7 32.9996 17.5551 1268.7 86.9352 67.8034 60.6328 53.732 32.9866 19.1318 22.8078 15.4445 728.329 722.508 16.1448 10.2905 706.364 694.73 162.542 97.3108 28.1821 65.2314 37.6302 532.188 458.522 16.9039 10.4873 73.6652 68.8701 43.8997
internal_count=15849 4005 11844 8083 4675 2286 966 886 151 735 118 617 44 552 509 449 372 323 49 109 72 102 73 77 107 43 214 67 147 112 73 55 56 3761 105 57 3656 268 206 186 164 98 62 66 48 2389 2360 60 40 2300 2231 538 326 109 212 123 1693 1427 60 41 266 250 149
is_linear=0
shrinkage=0.05


Tree=197
num_leaves=64
num_cat=0
split_feature=73 29 72 10 4 0 2 60 4 53 41 28 72 31 22 55 31 13 4 8 36 29 27 65 12 71 30 9 52 27 26 18 18 30 4 9 12 10 70 25 71 10 4 5 27 71 28 71 4 3 27 36 73 40 3 6 31 28 53 1 0 6 31
split_gain=4.15221 2.28384 3.27726 3.48317 3.46603 4.85679 2.74639 3.03811 4.86773 4.57263 3.56423 2.17387 2.67367 2.08886 2.07756 4.27096 6.06693 4.79158 4.2432 3.88802 3.27719 3.18041 6.83101 4.56187 6.33966 4.45444 4.94752 4.55734 4.18096 4.0297 5.96978 5.04814 3.86835 3.67163 4.84638 4.058 3.55407 3.13868 2.95327 5.41875 4.05669 5.2998 3.40071 2.73267 3.03717 2.69617 2.61636 2.53592 2.49411 3.48404 3.91597 2.45561 5.58166 4.92916 6.00627 3.9577 5.14361 5.01801 4.70682 3.26924 4.68058 3.49555 2.36347
threshold=1.0000000180025095e-35 2.2928571428571431 -0.34458333333333324 2.755555555555556 1471.3976337786305 1477.4186358344289 117.80724245442458 0.058149767143676707 1485.2232765200945 2.1450000000000005 1.5850000000000002 8.4500000000000011 0.10791666666666662 0.41421362489486963 0.77500000000000013 1.8950000000000002 0.12208672086720866 0.77500000000000013 1397.3746875593272 2.2761904761904765 3.0350000000000006 4.1833333333333345 0.37527777777777788 0.070196078431372474 0.36666666666666675 -0.14916666666666661 0.13004065040650406 0.93095238095238109 2.4550000000000005 0.49414285714285716 0.42211111111111116 3.5000000000000004 2.5000000000000004 0.18153409090909092 1580.5400059601368 1.1833333333333336 0.55000000000000016 0.59166666666666679 -0.28124999999999994 0.43650793650793651 -0.059999999999999942 1.5166666666666668 1525.8520793141338 1495.6098838521939 0.48414285714285721 -0.18458333333333327 4.3875000000000011 0.1204166666666666 1368.0486526137154 1541.7427650621562 0.46527777777777785 6.870000000000001 3.5000000000000004 1.5250000000000001 1691.8654496131287 1499.0156503175319 0.20245629897528628 4.9500000000000011 1.8950000000000002 1291.6416815433988 1479.5897020332773 1462.4552927815864 0.15919147224456962
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 -6 7 9 10 13 -9 14 -13 -4 51 17 37 18 48 21 -18 22 -20 24 32 26 -26 -27 -29 31 -31 -24 38 34 35 -25 45 -17 47 40 42 -42 -40 -39 -45 -32 -47 -23 49 50 -16 59 53 54 55 56 57 58 -53 60 -3 -61 -34
right_child=1 11 3 -5 5 -7 -8 8 -10 -11 -12 12 -14 -15 15 16 20 -19 19 -21 -22 23 29 33 25 27 -28 28 -30 30 36 -33 62 -35 -36 -37 -38 43 39 -41 41 -43 -44 44 -46 46 -48 -49 -50 -51 -52 52 -54 -55 -56 -57 -58 -59 -60 61 -62 -63 -64
leaf_value=-0.033508103466343621 -0.020361471836569667 0.053705482274926254 -0.025237864519784665 0.030109419489974837 0.060093645040260872 -0.00056941168730481075 -0.030093492774488369 0.022227302166548779 -0.030043976802343161 0.035727970554124126 -0.015150326533038549 -0.035537072953531791 0.012584844935332552 0.014164929663914683 -0.029377850928056806 0.054463216007130923 0.012406204907437254 -0.043380794015357028 0.058582984129860176 -0.025421978151116131 -0.026689002168849257 0.042319645961298592 -0.022010197905134751 0.050883008580962209 -0.027407309293466728 -0.039349059437210031 0.036488504783366064 -0.023955393163615137 0.028153918750215112 0.055300218818948844 0.013049401494986927 0.026012632044339179 0.066742620956708465 -0.04190090345142311 -0.034831006638373178 -0.011111715708782968 0.031588196269139071 0.037780138399471586 -0.045567803444603226 0.035712872147517602 0.046715671845779183 -0.0098764723695890736 -0.0004850416505669044 -0.029354176057274202 0.026540459314354888 -0.0076169168190713486 -0.045845208546909863 0.0042064529582556539 -0.041284632995691642 -0.047661784469704455 0.026337007294384842 0.095261446114614637 -0.032783204587261083 -0.026944139401232414 0.064115406441389855 -0.0300309582606096 0.073205106165897718 -0.02278405228090926 -0.010741345406734456 -0.022437867772546111 -0.0078080816836855818 0.001091527667933721 0.022376569872332559
leaf_weight=9.1522233914583904 5.6874352451413897 7.0057896152138692 8.9391202405095118 5.0573393031954756 5.9114557411521655 7.4672379121184349 17.919492548331618 10.881637625396253 26.507895492017269 8.5872222706675512 15.410292915999888 8.8631505332887155 4.2804238889366379 5.3926297575235358 5.5060095489025169 7.5782837495207813 9.9891319721937197 8.0517955683171731 3.7820583805441848 17.053419082425535 11.567991781979797 12.074946299195291 57.834918104112148 5.1936214827001148 4.4501942917704573 13.639821469783785 9.4904604777693731 8.2712033540010435 7.2002671211957923 4.7982895672321311 7.5880480967462089 6.0442894250154486 5.5643914192914945 8.5057327393442375 6.7647188231348983 5.3677567094564438 5.6331973709166041 7.9278829991817501 8.1262338086962647 10.889855705201624 6.7645130604505637 10.650784842669962 8.620356470346449 4.9250040985643846 4.7980584986507893 11.718256719410421 7.24176350980997 6.8348025158047667 10.986930930986999 4.7235993631184092 7.382492333650589 2.2144886609166914 17.61639167740941 10.898851211182771 4.7230921089649192 6.7075012158602467 3.1287771072238675 7.7116144075989723 1.9866970628499983 15.862901434302328 5.536094207316637 3198.4180706478655 6.5183038860559464
leaf_count=1176 28 26 49 23 21 27 123 38 109 40 67 57 23 26 21 29 35 32 12 88 60 39 228 22 19 52 34 26 25 15 29 29 18 35 27 22 23 24 29 37 22 36 29 21 21 41 32 24 50 26 26 18 330 124 30 90 29 103 25 82 29 11794 24
internal_value=0.000129029 0.000210845 -0.0066424 -0.0103085 0.0123352 0.0262349 -0.0124915 -0.00832578 -0.0149244 0.00687579 0.000319432 0.000432257 -0.0198654 -0.0104117 0.000505713 -0.00315586 0.0109052 -0.00532508 -0.00428716 -0.00232393 -0.00857308 -0.000745606 -0.00738827 0.00405053 0.0081819 -0.00714982 0.0160914 -0.0182794 0.000295758 -0.0098621 0.00327347 -0.0174662 0.0168619 -0.0149969 -0.0017892 0.0193746 -0.00448382 0.0275485 0.0119604 0.00499978 -0.0047907 0.0121053 -0.0223613 0.0159929 -0.00177174 -0.0121379 -0.0222182 0.0285439 -0.0225899 -0.0109276 0.00253544 0.00089628 -0.00958102 0.0013563 0.0130079 0.00190921 0.0161523 0.00116797 0.0451338 0.00107482 0.0265529 0.000975407 0.0428083
internal_weight=3771.93 3762.77 117.762 98.6956 19.0661 13.3787 93.6383 75.7188 52.7998 22.919 26.2919 3645.01 13.1436 14.3317 3631.87 350.059 46.7864 303.273 295.221 266.622 21.5571 249.569 104.641 144.928 119.096 43.0519 13.9407 29.1113 15.4715 100.859 36.9796 63.8792 76.0442 25.8318 17.3261 10.5614 32.1813 25.2292 63.9615 45.0517 34.1619 17.4153 16.7466 17.6509 9.72306 26.5481 18.96 18.9097 28.599 17.6121 12.8885 3281.81 54.9874 37.371 26.4722 21.7491 15.0416 11.9128 4.20119 3226.82 12.5419 3214.28 12.0827
internal_count=15849 14673 551 475 76 48 452 329 214 115 105 14122 80 75 14042 1362 190 1172 1140 1017 95 929 409 520 414 156 53 103 51 397 140 257 258 106 71 44 125 95 216 153 116 58 58 66 42 102 73 63 123 73 47 12680 749 419 295 265 175 146 43 11931 55 11876 42
is_linear=0
shrinkage=0.05


Tree=198
num_leaves=64
num_cat=0
split_feature=65 73 65 28 53 4 52 1 3 42 12 72 71 4 65 13 9 2 72 3 30 65 30 11 6 17 27 31 29 71 70 4 26 73 10 29 30 72 34 1 72 27 70 65 29 31 6 20 24 72 27 8 39 19 30 70 2 7 3 4 10 6 53
split_gain=5.81237 5.06028 3.83979 2.34548 4.22566 3.00968 4.55659 3.98969 3.55617 2.96084 2.7718 2.59543 3.35446 3.21323 3.66401 3.31907 2.49677 2.33338 2.65059 2.46306 3.9727 2.30103 3.20273 3.18487 2.9545 5.35512 4.31263 3.67382 3.41032 3.86784 4.43158 5.12609 3.44401 4.02467 3.38704 3.30526 4.53826 4.24811 3.18762 2.89797 6.34329 5.25389 4.81625 6.30079 4.57209 4.11421 3.88884 4.72294 3.72634 3.67814 3.66572 3.99131 3.58999 7.39285 3.57926 3.51139 4.46269 4.18608 3.45762 4.73567 4.76384 4.08456 4.74071
threshold=-0.84307692307692295 1.0000000180025095e-35 0.91500000000000015 2.3166666666666669 3.5350000000000006 1545.0264493378374 2.5350000000000006 1404.231137955047 1400.0962246074457 1.4750000000000003 1.0000000180025095e-35 0.4595833333333334 -0.20791666666666661 1528.2176235639738 0.04424010217113656 0.45000000000000007 1.3785714285714288 -323.73913880835715 0.004166666666666651 1405.7037078419291 0.15880433170152797 -0.18120857699805074 0.038711288711288656 2.5444444444444447 1486.8855006305341 1.5000000000000002 0.59645833333333342 0.60357142857142865 2.4722222222222228 -0.063749999999999932 -0.21874999999999997 1463.3671860588436 0.50707142857142873 2.5000000000000004 1.8452380952380951 5.0500000000000007 0.14239631336405525 -0.023749999999999997 6.9850000000000012 1473.9768065025696 -0.4616666666666665 0.47950000000000004 -0.62583333333333324 0.15334525939177088 2.683333333333334 0.13057686842853081 1492.9759392174976 1.5000000000000002 0.30952380952380959 0.018333333333333351 0.47316666666666674 1.7928571428571431 0.64579853705633916 1.0000000180025095e-35 0.038711288711288656 -0.51124999999999987 -208.91058182760898 -29.044006779947036 1451.9229663310646 1542.9694291221215 1.1222222222222225 1488.0992908118244 2.4850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -9 16 -8 12 -10 14 15 -14 -7 18 -5 -20 -21 22 -19 24 25 26 35 28 29 32 -31 -32 33 -26 -27 -23 -37 -38 39 40 48 50 43 -41 45 -44 47 -46 -30 -49 51 58 54 -54 -48 56 -56 -58 61 -60 -61 -42 -63
right_child=1 2 -4 17 -6 9 10 8 11 -11 -12 -13 13 -15 -16 -17 -18 21 19 20 -22 23 -24 -25 27 34 -28 -29 38 30 31 -33 -34 -35 -36 36 37 -39 -40 42 41 -43 44 -45 46 -47 52 49 -50 -51 -52 -53 53 -55 55 -57 57 -59 59 60 -62 62 -64
leaf_value=-0.03571646556638762 -0.033550842848986677 -0.03510178844034318 0.034887371244232079 -0.026011070228224093 0.022642919532248548 0.024524570372979598 -0.0082147221309670677 0.023426763650594644 0.017241122979840536 -0.035334712728903865 0.030183236010498535 -0.038690579320583285 -0.031244719878008739 0.020036488550508713 0.010485423492555808 0.001938036761973053 -0.021016880228059191 -0.044399109278742396 -0.027721615925895112 0.043319734466140181 -0.025043722613825078 -0.0030034796975278479 -0.0017633297903816134 0.0092885162808045048 -0.009820211640230404 0.037622854295655102 0.027209059121148706 -0.024060942746154602 0.051184475322718463 -0.026042414780132417 -0.025942222348457607 0.020350908399604673 0.046278356767005847 0.035323541057643189 -0.0023185003617990896 -0.046820210763950293 0.021343790286914022 -0.026275692453568901 -0.03088922427627256 -0.019125863614797706 -0.027981573146701907 0.0083999246488373064 0.0075840251633639104 0.027280621964649462 -0.034107552428079051 -0.035950773089940401 -0.02766312673501501 -0.018327968578509667 0.015513402188023934 0.033025852326679019 -0.02278623233419709 0.012793336510884254 0.085101430806884315 0.0059253023717126107 0.055456261626014282 0.0011935256711516078 -0.027843614110165216 0.013263065332463773 -0.0043996285439695682 -0.0052878721873351638 -0.055304545595641179 0.027164342079863554 -0.0071927908417149028
leaf_weight=11.281269672326742 11.062337094917892 12.63186866044998 8.0140174962580186 17.510966051369909 12.204003900289534 4.8566562235355395 7.1850613281130817 9.7485333979129773 12.870860502123824 17.568798050284386 13.588072028011082 6.5677969604730597 28.980492644011981 7.2690866142511359 10.628574281930922 10.183986023068426 7.9132672920823097 4.4331828802824012 4.2943831309676161 5.7802511006593686 3.3606039807200432 526.54727737978101 684.59643942862749 115.70183442160487 9.9975516051054054 13.36269184947014 11.356763109564779 13.902735307812689 9.562749892473219 10.365886405110357 7.5033166110515586 29.452742710709572 12.180577605962752 9.753986641764639 8.8054016679525358 10.379608184099199 8.2331962436437642 10.862691737711426 7.6266741305589667 54.727084837853909 7.4953963160514823 227.71401446312666 8.3628728576004523 8.442775830626486 16.817841321229938 15.458216860890387 10.49197196215391 7.6209289431571943 31.235607251524925 6.427518405020237 20.471849948167801 43.080274425446987 3.9011324122548094 12.070119224488733 5.5842276513576499 1800.4116022177041 6.9329781830310813 58.050537571310997 65.230331633239985 8.7042157649993914 10.507745042443274 23.012363336980343 17.811626479029655
leaf_count=227 1145 43 179 144 36 18 29 36 41 79 53 23 98 23 35 34 31 15 27 27 20 1795 2439 428 33 46 38 46 31 33 23 103 49 35 29 32 28 39 64 180 23 743 29 31 56 50 35 24 99 22 66 156 17 71 20 5962 24 188 212 28 32 72 55
internal_value=0.000124801 0.000221361 0.000310817 0.00024434 -0.00565015 -0.00795218 -0.00438578 -0.00885797 -0.00501436 -0.0220178 0.0169021 -0.00863863 -0.00581629 -0.0110171 -0.0155505 -0.0226162 -0.00369656 0.000482991 -0.0131935 0.00351238 0.0181861 0.000589461 -0.00203765 0.0011403 0.000842944 -0.00235064 -0.00329258 0.00157244 0.00171127 0.0119218 0.00284825 0.0109519 0.0253683 0.0124733 0.0217577 -0.00391557 -0.0202091 -0.00574454 0.00138599 0.00148524 0.00504405 0.00323226 0.000664403 -0.0129235 0.0011041 -0.020667 0.00137305 -0.0162319 0.0238744 0.0051677 -0.00276196 -0.000430695 0.00165943 0.0252648 0.00145905 0.00162236 0.0125634 0.00887747 -0.0047218 -0.0108256 -0.0326439 0.00594518 0.0121742
internal_weight=4198.69 4187.41 4176.35 4168.33 162.197 149.993 119.654 98.8812 86.2493 30.3387 20.7731 76.5008 69.933 57.0621 49.7931 39.1645 12.7699 4006.13 30.9462 13.4352 9.14086 3975.19 689.03 3286.16 3170.46 589.548 567.38 2580.91 2567.01 79.2541 47.3219 36.9561 31.9321 19.7515 22.1681 556.023 29.4755 19.0959 2487.75 2480.13 464.826 424.028 2015.3 63.1699 1952.13 23.8211 1928.31 30.8663 40.7984 14.0484 196.314 175.842 1897.44 15.9713 1881.47 1870.98 70.5677 64.9835 132.762 84.4423 19.212 48.3194 40.824
internal_count=15849 15622 14477 14298 579 543 415 333 290 128 82 254 231 190 167 132 49 13719 218 74 47 13501 2454 11047 10619 2007 1932 8612 8566 276 159 126 117 68 75 1894 99 67 8290 8226 1517 1387 6709 211 6498 79 6419 102 130 46 644 578 6317 88 6229 6194 232 212 422 272 60 150 127
is_linear=0
shrinkage=0.05


Tree=199
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 3 27 0 0 71 41 71 52 52 52 1 27 3 71 27 66 0 8 59 30 40 18 40 16 31 1 0 74 18 9 1 12 8 59 8 34 30 28 1 38 66 7 9 38 53 6 30 24 2 26 3 72 50 66 42 30 29
split_gain=20.3275 29.7415 8.83987 47.0777 5.20054 16.6263 1.95238 3.53599 2.07069 2.46983 2.05374 3.18491 2.23815 1.86951 3.19239 2.40979 2.59594 3.85093 3.28607 5.70669 2.98316 2.35802 2.10271 3.34525 2.62476 3.76895 2.54579 2.09601 1.83233 1.78413 6.04005 4.8833 4.32401 4.50336 3.9375 3.56919 2.84714 2.74653 3.81213 4.01007 4.21254 4.11256 3.39114 3.17316 4.59244 3.07995 3.08158 3.08017 3.47866 4.04798 2.94599 2.90493 3.58064 3.03919 3.69457 4.10208 3.46747 3.4085 3.40802 5.0762 3.78679 2.88771 3.92406
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 1650.0917029837235 0.44950000000000007 1743.6509039459017 1690.4240406880042 0.26041666666666669 2.0050000000000003 0.17916666666666667 3.7250000000000005 3.5150000000000001 3.2450000000000006 1608.3163070280095 0.5926785714285715 1556.1046149920392 -0.13374999999999992 0.4931666666666667 3.510869565217392 1355.6304315944024 0.74166666666666681 3.0455707190046786 0.10994505494505492 2.5250000000000004 1.0000000180025095e-35 2.3950000000000005 1.5000000000000002 0.17802414673786857 1591.2724672897823 1568.5352318291195 1.5000000000000002 3.5000000000000004 0.7238095238095239 1520.3519127530542 0.22500000000000003 2.183333333333334 2.2179468107965161 1.7928571428571431 1.2750000000000001 0.047394429469901155 5.3875000000000011 1437.2591383343258 0.23959733840581912 3.0801282051282057 33.365406072883168 0.59166666666666679 0.26355992940624245 2.1350000000000002 1467.1111238543742 0.079455266955266918 0.35416666666666669 -71.572355195288182 0.48950000000000005 1516.9167978931516 -0.13124999999999992 1.0850000000000002 1.8856209150326799 3.5250000000000004 0.19601218865924747 5.1833333333333345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 29 -6 8 -8 9 10 12 -12 13 14 15 16 18 27 21 -20 -21 22 -7 26 25 -25 -24 -18 -27 37 32 36 -31 35 -33 -34 -32 42 39 -39 43 -42 -5 45 -45 46 50 48 -47 -50 -41 -44 -53 54 55 57 58 -54 59 -56 -60 62 -51
right_child=2 -3 3 4 5 6 7 -9 -10 -11 11 -13 -14 -15 -16 -17 17 -19 19 20 -22 -23 23 24 -26 28 -28 -29 -30 30 31 34 33 -35 -36 -37 -38 38 -40 40 41 -43 51 44 -46 47 -48 -49 49 61 -52 52 53 -55 56 -57 -58 -59 60 -61 -62 -63 -64
leaf_value=0.033716503796317292 0.0033340462303856943 -0.034077483131310198 -0.034105821311904545 0.047677548550820154 -0.03414335738713449 -0.040940578020392526 0.018531931919982914 -0.031964586974913188 0.029944842192685808 -0.027782451360422268 0.034138377762556134 -0.013450882975508375 -0.022156617235241746 -0.030259610262255224 0.046836464347727293 -0.031306414299665096 0.010470162365999377 -0.016168167474770474 -0.012998442271632242 0.072282157974835989 0.019967685952807637 -0.039755319231714041 0.038601688796993799 0.020576826273489196 0.021723649376176601 -0.025409875751570887 -0.0068885764779313859 0.05268238018549809 -0.003129470304088413 0.033358002072960323 -0.007981881173972135 0.038476421334141343 0.0031088134575193499 -0.0082893331991219839 -0.0057816767688365599 0.049699791427029461 -0.044453176332430157 -0.024178571804505902 -0.026424339214524979 0.02309436254779575 -0.0081720745831461005 0.034492391301625687 0.027226988335343663 0.024504132632296411 -0.02993008795387361 0.030372821912956278 -0.044220007033485852 -0.029697486810601886 0.027917979566839685 0.0005113211282960871 -0.026268349696559636 -0.021309970594247624 -0.0099758912866819514 0.0011668274909953041 -0.020984914715142574 0.039307443410969978 0.017067161379587689 0.030295642792343661 -0.04384220902266691 0.036756944793087283 0.0045219882300364753 0.019913026723017573 -0.029077625183171297
leaf_weight=19.818948464468122 1300.7922535836697 88.058406466152519 107.97544242348522 4.4382895976304999 42.3446348849684 3.3544139806181184 5.0675501916557577 10.97495567332953 6.4868208207190028 7.0611453354358664 11.213463535532357 5.1215127371251574 10.129376717377452 4.2661958513781419 4.0905730314552775 5.2197943590581408 4.8287396766245383 4.910528138279914 8.2670391704887169 4.6701117269694787 6.542826946824789 4.4655758482404044 8.4746896326541883 8.1918659601360542 7.437572728842496 23.726597730070353 4.8275384604930869 7.5211966168135405 15.100761521607636 27.66089079901576 14.295385403558614 8.3272548764944077 8.0945493653416651 20.675629697740078 12.674345247447491 8.3519008085131627 8.5526285544037801 16.977657243609428 15.776791095733641 5.8631003722548503 8.5048136487603205 16.817131204530597 12.727038368582724 4.8827946484088924 18.767758172005415 12.988453850150107 6.9016656652092925 6.3720185384154311 13.869006764143704 58.099475830793381 6.2387341558933258 14.633619919419287 11.982832551002504 269.4844518378377 7.2567492127418545 19.737240970134735 25.211142361164093 9.3570737168192846 9.5922181755304354 8.0049352347850782 7.0014177411794654 13.617854624986647 13.882524024695156
leaf_count=1176 3761 2829 3408 13 1320 19 22 79 38 47 44 29 61 30 19 38 20 21 44 16 29 43 38 37 32 144 22 33 61 87 54 25 27 82 47 29 35 55 63 22 33 51 39 17 71 40 29 26 43 178 22 46 39 863 22 57 81 28 31 23 24 40 47
internal_value=-0.000397728 -0.0216225 0.000572193 -0.0028174 0.000731637 -0.00592472 0.000642476 -0.0160136 0.00225304 0.00112626 0.00246604 0.0192177 0.000454371 0.00227361 0.00341472 0.00190357 0.00344693 0.0212855 0.000207862 0.0185191 0.0417563 -0.00451174 -0.00229862 -0.000385646 -0.00587646 -0.0102423 0.0220927 0.0361777 -0.0167446 0.00278352 0.00869357 -0.0056368 0.0183934 0.00724272 0.0117669 0.0267688 -0.0216341 0.00174631 -0.00274594 -0.000912774 0.00120172 0.0201628 0.00421564 -0.00177153 -0.0186918 0.0011318 -0.0175583 0.00412076 0.00603696 0.00285923 -0.00235309 0.00372728 0.00294488 0.00391035 0.0114436 0.0228779 0.00321298 0.00768228 -0.00775158 0.00930138 -0.0234357 -0.00120083 -0.00519523
internal_weight=2468.56 107.877 2360.68 1059.89 951.915 224.295 181.951 16.0425 165.908 159.422 152.36 16.335 136.025 125.896 121.63 117.539 112.319 17.2605 95.059 19.48 11.2129 75.579 71.1134 67.759 54.4568 47.0192 13.3022 12.3499 38.8274 727.619 108.633 43.8496 64.783 37.1221 21.0016 16.4465 22.848 618.987 219.56 203.783 186.805 25.3219 399.427 161.483 23.6506 137.833 19.0035 118.829 112.457 99.4689 12.1018 394.989 382.262 367.628 98.1436 41.0771 57.0665 21.3399 31.8553 15.2617 16.5936 85.5999 71.982
internal_count=15849 4005 11844 8083 4675 2286 966 101 865 827 780 73 707 646 616 597 559 74 485 89 45 396 353 334 274 242 60 53 205 2389 386 161 225 138 72 56 89 2003 737 674 619 84 1266 535 88 447 73 374 348 308 44 1253 1214 1168 305 124 181 67 100 45 55 265 225
is_linear=0
shrinkage=0.05


Tree=200
num_leaves=64
num_cat=0
split_feature=73 29 10 55 10 10 40 45 29 11 27 29 28 29 4 28 72 30 3 11 44 27 0 0 40 29 31 27 28 74 41 11 27 26 1 3 11 29 26 10 27 34 41 44 4 3 48 47 70 4 23 69 26 23 42 24 35 69 30 31 26 37 70
split_gain=3.88162 2.13043 3.09451 4.54048 4.62459 4.62158 3.1746 3.1507 3.09976 3.12286 2.83194 3.77185 3.34586 3.0761 2.44582 2.04581 2.5605 2.00923 2.07438 2.42872 1.92261 2.45243 2.92063 5.54039 3.40686 2.08464 6.34227 3.7396 3.87135 3.89893 3.75863 5.3686 3.571 3.94128 3.59337 3.3845 3.79755 3.11212 2.71719 3.12999 2.19629 2.87991 2.10365 3.78028 3.76575 4.49049 4.86829 6.42591 2.79171 2.85673 5.73976 3.39371 4.39183 4.32009 4.66477 4.23761 4.37659 3.96998 3.96104 3.93638 3.85289 3.65097 3.26094
threshold=1.0000000180025095e-35 2.2928571428571431 1.1380952380952383 1.7950000000000002 1.5444444444444447 2.3095238095238098 2.1750000000000003 1.3450000000000004 1.3666666666666669 1.0333333333333337 0.45354166666666668 2.0500000000000003 5.1833333333333345 1.0500000000000003 1454.9516375083542 8.4500000000000011 0.10791666666666662 0.80909090909090919 1484.3039307626666 1.1833333333333336 12.125000000000002 0.60612500000000014 1589.3640871511532 1534.8653086587415 3.5450000000000004 6.8166666666666673 0.15919147224456962 0.57354166666666673 4.3166666666666673 1.5000000000000002 2.0350000000000006 0.96666666666666667 0.61472222222222228 0.51894444444444454 1720.9581650501545 1560.7260130961358 0.96666666666666667 7.757142857142858 0.5531666666666667 2.8500000000000001 0.69650000000000012 8.5800000000000018 2.2350000000000008 11.775000000000002 1434.7936586922349 1682.8792304714605 2.1450000000000005 1.2650000000000003 0.23708333333333337 1675.5081560395495 3.7750000000000004 0.27000000000000007 0.4931666666666667 1.6904761904761907 4.2550000000000008 0.64583333333333337 4.0550000000000006 0.070000000000000021 0.13586239961644489 0.20726214018896946 0.44050000000000006 0.57021552143030152 -0.0087499999999999488
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 15 3 -5 5 -7 -8 -9 9 -11 11 -13 -14 -15 -16 16 -18 18 19 -21 21 -23 -24 -25 -26 26 27 28 29 -31 31 -33 34 -35 -36 36 -38 -39 -40 -41 -42 -43 43 -45 45 46 47 -49 -50 50 -52 55 53 54 62 61 59 -59 -60 -61 -62 -63 -64
leaf_value=-0.033496809922986995 0.013462464593781205 0.00054231352170838775 0.053954274612837673 -0.035949433969792735 -0.044260229779626799 0.022154979184708566 0.0022482973815328776 0.013867041153675522 -0.024509329920975972 0.029782017001622991 0.0066909724205517834 0.025545255343599589 0.021807383524226034 -0.036652257690439206 -0.034429216576798483 -0.035091690425592043 0.012072971118407301 0.040987218456083885 -0.019662055284882324 0.027716952167810949 -0.040437876602194847 -0.048144489148165423 -0.04159705405051875 0.054987249586654387 0.015448597544342517 0.041843010644856751 -0.035599245070407896 0.032654459986374694 0.032467554461030716 -0.021650987422341436 0.025133636344369988 -0.031610368582794188 -0.016604238986518846 0.0047144713214202667 0.032525292397651416 -0.020501795473370409 0.040471594787210463 0.00089975814210706056 0.0088629633384252372 0.0032094216063476844 -0.026221939165404069 0.025292287246982771 -0.020167824044783601 0.037253898444666381 0.017072227303295332 -0.027791764003127148 -0.0022828150708554622 0.066319430490146908 -0.024042882785682184 -0.036475050498765017 0.018221480978622209 -0.038840733677188183 0.059978565288604818 0.011434015134195657 -0.022688938868021778 0.023717734351236742 0.036068213230500704 0.058375134176149368 -0.03095199310765669 0.035091720569374402 -0.022878928067091547 -0.012202548589877184 0.014704653786314715
leaf_weight=8.5666236639954132 3.5401139408350017 3159.859186552465 6.9528147950768497 6.483445066958665 8.0162360984832066 9.2070808727294189 6.7660354413092128 9.1493226513266546 3.9367900658398858 8.0951130613684636 4.6683755628764692 6.7293906807899466 4.6412288229912511 22.673900639638305 16.044969758018851 8.6564958896487934 4.3105245158076277 6.1003009676933315 5.2976071937009674 5.5267083318904042 5.7582750618457847 4.2623847723007193 4.4928503604605785 3.969853274524211 5.1801755577325821 23.004971746355295 21.075371598824862 19.001524493098263 10.343266338109972 17.240680865943432 7.6369062736630466 9.1775447092950326 10.066997971385716 10.369375040754674 5.9049083814024916 4.5820811409503204 5.7685618624091148 12.990910971537231 6.9685013331472865 6.895290069282054 7.8316373769193879 11.475727267563341 36.007049598731101 5.336310662329196 6.8947875574231174 3.9109124690294292 6.2124356478452665 7.5764378514140844 17.305466540157795 15.421801404096188 6.9615174159407607 15.550423406064509 4.9982911162078372 11.971746705472471 11.782628384418787 15.401057470589878 3.2352681159973207 7.2211083248257628 11.381234897300599 4.877100531011819 19.361038871109486 13.083728130906819 11.540931071154771
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internal_weight=3765.25 3756.68 116.905 49.4575 42.9741 23.9894 14.7823 67.4473 18.9847 12.0319 58.298 32.084 25.3546 26.214 20.7133 3639.78 12.967 3626.81 16.9246 10.8243 3609.89 23.6635 19.4012 14.9083 10.9385 3586.22 171.027 121.681 76.3908 44.3984 27.1577 16.8145 49.3463 33.3743 15.9719 45.2898 10.3506 31.9924 34.9392 27.9707 3415.2 3407.37 3395.89 236.031 230.695 194.688 17.6998 13.7889 176.988 159.683 22.3833 137.299 65.7907 47.5147 42.5164 71.5086 43.0238 19.1929 18.276 27.4734 22.5963 28.4848 23.3236
internal_count=15849 14673 551 213 174 101 63 338 73 47 305 157 129 148 101 14122 80 14042 63 43 13979 116 101 63 46 13863 637 454 282 162 96 63 183 121 62 172 40 120 132 104 13226 13198 13135 1546 1517 1216 123 93 1093 953 90 863 422 332 303 441 280 75 90 216 185 161 228
is_linear=0
shrinkage=0.05


Tree=201
num_leaves=64
num_cat=0
split_feature=65 73 65 27 65 27 44 56 22 4 2 7 4 29 29 5 70 39 27 36 4 28 70 55 4 59 30 69 72 70 28 53 8 1 4 15 70 26 55 6 66 40 2 72 10 30 5 28 18 40 39 9 4 26 28 8 31 13 27 65 74 16 35
split_gain=5.60396 4.72972 3.69664 2.21864 4.34243 3.6399 3.99464 4.09751 4.02839 4.57414 3.75947 6.1805 5.55256 4.33297 4.03492 3.69353 4.60572 5.60453 5.49757 4.39627 6.79898 4.24606 5.75664 4.79063 4.62625 5.57339 4.39365 4.14817 3.6706 3.62996 3.61593 3.55244 3.53785 3.5331 4.30361 3.73849 6.06709 5.39147 4.09065 3.46492 3.42377 6.34 3.56909 4.34614 3.94389 3.38075 3.32909 3.30101 3.2479 3.18843 3.23288 3.18097 6.6956 3.79263 4.43224 4.59469 5.01082 4.3497 4.41759 4.27205 3.89649 3.88341 4.16364
threshold=-0.84307692307692295 1.0000000180025095e-35 0.91500000000000015 0.50472222222222241 0.47565217391304343 0.51105555555555571 7.0250000000000012 1.5750000000000004 0.61250000000000016 1579.1321349456739 -73.068322182334541 -13.149434391056046 1409.8786675159233 2.7638888888888893 3.9500000000000006 1488.869742725471 0.0087499999999999523 0.53714364404830717 0.56211111111111123 2.2050000000000005 1581.9679460608543 4.6833333333333345 -0.073749999999999941 1.385 1635.0203506287514 2.9411713151518279 0.098287470725995321 0.55000000000000016 0.43791666666666668 -0.11249999999999995 4.0500000000000007 2.5950000000000002 0.86190476190476206 1637.9737089763355 1679.526704212627 0.90000000000000013 -0.2566666666666666 0.47950000000000004 1.4350000000000003 1550.3422500162048 2.7867965367965373 2.7850000000000006 -34.277745472098438 0.057083333333333257 1.4555555555555557 0.19245014245014247 1499.1465842535963 5.3166666666666673 4.5000000000000009 3.4050000000000007 0.37890586659918135 1.9666666666666668 1413.7439516476184 0.49612500000000009 4.3166666666666673 2.6214285714285719 0.25463121783876502 0.36666666666666675 0.53211111111111131 0.19437908496732029 3.5000000000000004 1.0000000180025095e-35 2.5450000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 -4 5 31 10 40 30 -10 -11 11 39 14 15 -16 21 17 -19 27 -21 -22 22 24 28 25 -27 32 -29 -30 -31 -32 -33 45 35 -36 38 -38 -39 -40 -41 41 -43 43 -45 -46 -47 -48 -49 -50 -51 -52 52 -54 54 55 57 -58 58 -60 -61 -62 -63 -64
leaf_value=-0.035655978313118904 -0.033536758475970707 0.0010427134372237021 0.034835888726176482 -0.011532922134853059 0.034787482450977583 -0.043823754855072949 -0.0058569810852751227 0.039889301940315959 -0.039444574304405407 0.02001962032206538 -0.024528285674746041 -0.00085305398067047093 -0.0049410498114723532 -0.0044639986152223508 0.027953726149841415 -0.022606302821894034 -0.033608356370810687 -0.015909197477000776 0.026265920374610126 0.038541904955876762 0.030597813071704529 0.070056113798072667 0.010849683940682434 -0.006881920164328279 0.021728455970265657 -0.024804776075346438 0.037279000183534798 0.074790516450461517 0.025816229975973742 -0.015207167465266886 0.0007495899516515032 -0.0046809692177380516 -0.0047900130905150955 -0.032061976874463403 0.039846862302773636 0.028405814497475569 0.06877573570479828 0.043520584639568462 -0.024115367035834428 -0.021447602834903282 0.014234731133918852 -0.044026030638983499 0.0083384392414456061 -0.056878411576626632 -0.045899568507668631 0.027128589581730003 -0.03222607209732415 -0.034991892048670169 0.01238786467461476 -0.028161540189676555 0.031966871750357811 0.024002896633328878 -0.012917050172860788 0.0031321809528350474 -0.0037302729549131505 0.02842494123948865 0.026482989864880391 -0.035484948830048317 0.01163746484441461 -0.021866796207233967 0.026085658304182087 0.0012782896803627357 0.022400187693308732
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leaf_count=227 1145 7624 179 147 97 22 48 33 29 50 23 962 39 411 149 301 37 71 50 23 23 10 43 533 77 44 32 22 33 157 60 29 77 26 19 29 31 24 58 60 56 25 24 43 20 41 90 21 26 47 26 48 286 133 1004 105 57 25 73 95 43 244 263
internal_value=0.000120332 0.000213794 0.000297629 0.000233441 0.00127423 -0.00104735 -0.00831085 -0.00175948 -0.0080562 -0.00340317 -0.000375738 0.00140108 0.0162413 -0.00347361 0.0214081 -0.00304226 0.00160869 0.0140459 0.022185 0.00613435 -0.00772728 -0.00626631 0.000727636 -0.0104395 -0.00916917 0.00619121 0.0114269 0.0411333 -0.00475379 -0.0020635 0.0155366 0.0217017 0.00855823 0.00148375 -0.00237237 0.0164281 0.0330237 0.00702712 -0.00148582 0.000441576 -0.0179659 -0.0024556 -0.0266126 -0.0371034 -0.0169179 0.00361218 -0.0198336 -0.00371734 -0.0196873 -0.00315431 0.00457355 0.000829849 -0.00762814 0.00176871 0.00419877 0.00102541 -0.00123594 0.0144407 0.000203767 -0.0025599 -0.00263069 0.0102472 0.0156961
internal_weight=4189.91 4178.99 4168.64 4160.9 2295.53 1865.38 157.881 94.0585 68.9551 60.0528 1707.5 1085.11 65.8985 622.382 58.4864 615.799 252.11 57.4691 45.1905 24.466 17.1363 363.689 135.913 227.776 70.604 28.9321 65.3086 20.7245 141.053 194.64 25.1034 25.7246 62.2622 153.274 121.837 31.4378 16.3194 9.4488 15.1184 1019.22 63.8225 22.8444 40.9781 27.2199 13.4701 53.1152 41.672 18.1144 86.7233 41.247 31.5097 1001.45 100.058 901.394 577.301 378.642 324.023 54.619 27.065 324.094 308.5 198.658 123.58
internal_count=15849 15622 14477 14298 7750 6548 535 319 226 197 6013 3609 211 2404 188 2382 981 226 155 83 60 1401 508 893 275 121 233 72 566 755 93 126 223 598 430 168 81 50 87 3398 216 81 135 87 44 191 154 64 327 150 103 3338 334 3004 1947 1307 1104 203 98 1057 1047 640 396
is_linear=0
shrinkage=0.05


Tree=202
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 65 4 18 47 4 59 11 44 8 25 31 38 46 4 29 27 65 59 16 72 59 71 7 0 8 3 6 51 64 30 26 72 18 72 56 9 71 26 69 40 37 72 66 4 3 18 11 11 9 66 27 31 22 1 8 70 27
split_gain=20.1149 27.9709 8.27927 45.5671 4.90848 16.1192 1.92002 1.93249 3.0684 2.54234 3.15394 2.71965 3.54946 2.99734 3.94795 3.1622 4.08535 3.0753 3.10234 2.93822 2.84988 2.4461 2.68368 2.54437 2.39179 2.37036 3.72527 2.7568 2.1694 1.84705 1.76627 3.20194 1.96686 2.47553 3.22296 2.5308 2.11278 2.08583 3.88951 3.70329 4.43327 4.25084 8.38454 3.61603 8.113 4.3235 3.83562 3.64335 4.50446 3.99125 4.29186 3.86059 4.52122 6.71397 3.75835 4.15257 4.32945 3.90181 3.69996 3.64838 4.03198 3.64142 3.59828
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 0.27259259259259255 1436.0860986558603 1.0000000180025095e-35 1.6850000000000003 1479.2711414157482 2.605624516636674 1.591666666666667 9.2200000000000024 2.0972222222222228 0.64583333333333337 0.1625508130081301 0.25797266897500404 4.2150000000000007 1631.2941624281573 4.1833333333333345 0.53585714285714292 -0.12526315789473683 2.7822673972755543 1.5000000000000002 -0.14166666666666664 2.9411713151518279 -0.3874999999999999 11.941907860021617 1528.6536921320837 0.25833333333333336 1499.9968048655444 1472.4175233093379 1.0750000000000004 0.011079545454545451 0.16371473354231972 0.46316666666666667 -0.16166666666666663 2.5000000000000004 -0.058333333333333244 1.9550000000000003 2.183333333333334 -0.47124999999999995 0.42950000000000005 0.79000000000000015 3.4050000000000007 0.32252536838090412 0.19583333333333339 3.0131578947368425 1463.3671860588436 1413.9269663263415 1.5000000000000002 1.3095238095238098 1.4555555555555557 1.5773809523809526 2.0180546519193236 0.49472222222222223 0.14110105580693819 0.90000000000000013 1429.6201908073101 2.5444444444444447 -0.048749999999999939 0.42527777777777781
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 30 -4 -5 -6 7 8 28 11 -11 12 20 14 19 17 -17 18 -15 -13 -9 22 -12 -24 -10 -16 -27 -28 -7 -21 31 -2 33 35 36 -32 -35 38 -34 40 -39 43 -43 44 46 47 -41 48 49 -45 61 52 -49 -54 55 56 57 -53 -57 -52 -61 -51 -48
right_child=2 -3 3 4 5 6 -8 9 24 10 21 13 -14 15 25 16 -18 -19 -20 29 -22 -23 23 -25 -26 26 27 -29 -30 -31 32 -33 37 34 -36 -37 -38 39 -40 41 -42 42 -44 45 -46 -47 62 51 -50 50 59 54 53 -55 -56 58 -58 -59 -60 60 -62 -63 -64
leaf_value=0.033691573148470468 -0.023903152665918123 -0.034052446030604533 -0.034079883909196133 0.0027092780705507084 -0.034116765097358545 0.035300613731513109 -0.021446581565495063 0.0036848478984217621 -0.033661739737540712 0.054985114748759625 0.04779131119895226 -0.024221988987362844 -0.018752167516720028 -0.014205965617501929 0.029707083616528698 0.019001409544872141 -0.041297363952086767 0.049326656237769037 0.039031053464947507 -0.017029331529645114 0.046659689843975609 -0.017329732068686422 -0.0098895568177510412 0.035666347534836627 0.0084663514757388446 -0.039826818532146042 0.056858044276965031 -0.0039339132369674507 -0.015051635507447175 0.028487402215709431 -0.015102805065950962 0.010792613371821044 0.0046062378278029772 0.010591113902143432 -0.0086540896835621307 0.019390752997939017 0.040886612031767647 -0.0097990184718292107 0.023314784023636057 -0.00099182503077659091 0.016335710637460595 0.022020317447199868 -0.033852001489802275 0.018608203561156597 -0.024947091745432783 0.016065695080445509 -0.0023569069907796217 -0.029276697307751579 -0.012027153822070247 0.0086607308624693721 0.03797280873118164 0.025508612138405731 0.03657183863930015 -0.011351196082977577 0.028057080506529469 0.0099220225503676394 -0.021399316811008907 -0.010828895541417161 -0.025166435446113956 0.007788618758694789 -0.023154281921968316 -0.030610009733755151 0.034638009855871142
leaf_weight=18.556886361911893 15.852381795644762 85.174969860818237 104.42474308935925 726.19769827090204 40.947252145037055 4.9570979736745375 9.3479651389643532 6.6177138537168529 12.976138569414617 4.6417935378849533 5.6710142083466115 34.453117728233337 5.2321073058992615 6.8312929272651726 8.2187215276062506 5.7266817521303874 5.5133914686739445 6.9464968778192988 4.5653831735253334 4.0744812004268152 9.2501508221030218 6.131899267435073 8.4242698736488801 4.8179039843380442 4.550682993605732 4.7768894415348759 2.7204530015587798 5.9298583939671508 3.7630282007157803 4.9203544836491346 12.278948634862902 11.454591438174246 393.12939880043268 8.9598370790481621 6.8496146053075782 9.3798399195075017 16.088676333427429 113.31807594001293 29.893977463245392 14.449953749775885 18.938551336526871 10.074415415525438 20.134520694613457 62.364861864596605 11.066920429468153 54.026911690831184 7.8930829167366019 25.904970332980156 32.636632397770882 9.6404254138469714 8.9903629496693593 12.430060982704164 8.6196061670780164 48.049984209239483 12.127845138311384 77.013391837477684 37.65595344081521 18.210287690162659 8.3250474333763105 118.44073830544949 11.55483169108629 15.226387679576872 39.294779062271118
leaf_count=1176 46 2829 3408 2389 1320 23 80 30 80 16 21 208 28 41 37 25 38 25 18 24 37 22 37 22 27 33 11 39 21 23 40 32 1127 26 21 29 48 325 91 41 54 28 59 180 31 153 22 74 95 27 26 35 24 140 34 231 112 53 24 342 37 43 111
internal_value=-0.000385629 -0.0219335 0.000564348 -0.00273208 0.000720218 -0.00578614 0.000620956 0.00182232 -0.010665 0.00407547 0.0171293 0.000728288 0.0169612 -0.00288942 -0.0088869 0.0103072 -0.0105759 0.0231036 0.0071202 -0.0175783 0.028737 0.0101132 0.0190105 0.00668506 -0.0227236 0.00855856 -0.00438634 0.0151847 0.0135719 0.00786923 0.00323295 -0.00934915 0.00350285 0.012881 0.0217389 -0.000164571 0.0300499 0.00309096 0.00592832 0.00158382 -0.00605664 0.00310536 -0.0152191 0.00397859 0.0144705 0.00261939 0.0215478 0.00118707 0.00533783 0.0078431 0.00374573 -0.00313948 -0.0119722 -0.00406197 0.00126056 -0.000854745 -0.0100435 0.00391237 0.00649903 0.00716861 0.00503822 -0.0153854 0.0284499
internal_weight=2456.64 103.732 2352.9 1052.63 948.204 222.006 181.059 171.711 26.2469 145.464 29.6869 115.777 21.1 94.6771 65.0939 29.5832 11.2401 18.3432 11.3967 43.448 15.8679 25.0451 18.9132 13.2422 17.5268 21.6459 13.4272 8.65031 8.72013 8.99484 1300.28 27.307 1272.97 53.5569 31.8981 21.6588 25.0485 1219.41 423.023 796.389 132.257 664.132 30.2089 633.923 72.7047 561.218 61.6378 507.191 258.854 226.218 163.853 248.337 82.5746 56.6696 165.763 153.635 68.2963 30.6403 85.3384 138.986 129.996 24.8668 47.1879
internal_count=15849 4005 11844 8083 4675 2286 966 886 151 735 118 617 95 522 375 147 63 84 59 255 67 102 80 59 107 120 83 50 44 47 3761 78 3683 164 95 69 74 3519 1218 2301 379 1922 87 1835 205 1630 174 1477 750 655 475 727 238 164 489 455 200 88 255 405 379 70 133
is_linear=0
shrinkage=0.05


Tree=203
num_leaves=64
num_cat=0
split_feature=73 28 4 65 0 21 5 71 66 56 66 71 71 65 0 0 26 71 71 3 35 40 1 10 64 64 26 29 11 72 3 60 71 51 59 30 66 26 65 26 71 56 29 47 3 0 30 21 38 71 3 72 71 49 66 71 41 1 7 70 0 28 18
split_gain=3.62954 2.07315 4.1969 2.98625 3.42809 3.2397 4.62974 3.68755 3.09273 5.49112 4.45911 6.07903 4.0671 3.82211 3.26557 3.84939 3.15861 3.06309 3.02333 5.03892 4.14784 4.80356 4.02573 3.62034 3.51612 5.01123 2.91104 2.89436 4.13037 7.041 5.14949 3.98838 2.94306 2.85 2.84264 2.82892 2.73221 4.3969 5.58914 6.32141 4.99014 4.92501 4.08573 4.35149 3.93444 4.53667 6.57512 3.55407 5.22683 4.63422 3.48095 4.14236 3.27848 3.35364 4.71217 5.61688 3.27975 4.18483 4.60853 3.23283 3.21017 3.77633 3.18789
threshold=1.0000000180025095e-35 5.6833333333333345 1407.8024166238331 -0.17462962962962963 1386.1729129006858 0.73214285714285732 1555.9240301217194 0.27041666666666675 2.8908730158730163 2.1750000000000003 2.7958333333333338 -0.11958333333333333 0.015416666666666651 -0.024355716878402846 1507.3378829265764 1621.331101671992 0.54707142857142876 0.26458333333333334 0.015416666666666651 1519.7720224695458 3.3050000000000002 1.9450000000000001 1600.9124483921678 2.1222222222222227 0.011079545454545451 0.065993589743589723 0.62472222222222229 2.8944444444444448 1.861904761904762 0.31791666666666668 1520.6866922951438 0.061999252645874657 -0.46291666666666659 1.1050000000000002 3.0455707190046786 0.14334637964774946 2.8973684210526325 0.55816666666666681 -0.047717391304347843 0.54527777777777786 0.30375000000000002 1.9350000000000003 6.0500000000000007 1.3750000000000002 1394.3164645891086 1507.3378829265764 0.1035759897828863 0.64583333333333337 0.25502109521515531 -0.20374999999999993 1521.4705981684144 0.37041666666666667 0.34541666666666676 2.8850000000000002 3.0131578947368425 0.25666666666666671 1.9350000000000003 1426.8430195245708 1.4131370597757498 -0.12874999999999992 1495.136776233408 3.683333333333334 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 36 34 5 -5 6 7 -4 10 12 17 -12 35 -14 -15 -16 -11 18 27 24 22 26 -21 -24 -20 -26 -22 31 32 30 -30 -6 -29 -7 -3 -10 -2 38 52 41 50 44 43 -43 45 46 -40 48 49 -45 -39 -52 53 54 60 -56 57 -55 -59 -58 61 -38 -41
right_child=1 2 3 4 8 33 -8 -9 9 16 11 -13 13 14 15 -17 -18 -19 19 20 21 -23 23 -25 25 -27 -28 28 29 -31 -32 -33 -34 -35 -36 -37 37 40 39 62 -42 42 -44 47 -46 -47 -48 -49 -50 -51 51 -53 -54 56 55 -57 59 58 -60 -61 -62 -63 -64
leaf_value=-0.033486249264906752 -9.0723083048631711e-05 -0.032312696159857941 0.010674873220023194 0.04376119902267319 0.048144147743287492 -0.04147376244026927 0.051503411671753929 -0.032214139114410546 -0.0025399090436534445 0.043393814672630225 0.086115711717592178 0.0040193504779848822 -0.039886547642663354 -0.030887689902423368 0.068185187147172518 0.0043904164842806055 -0.0052344535011854924 -0.019207006643448623 0.0037497116325891735 -0.035561277827727007 -0.029412021598986073 0.047733233377669701 0.036152771283744091 -0.019339514067928228 0.054501741326554234 -0.0048700383066003954 0.029515545871280781 0.013393293622786248 -3.7682863494128356e-05 -0.017633508412338735 0.061515088961204882 -0.011558963543403519 -0.017048858370269288 0.0030269361221107903 0.011533807187244491 -0.038746681366836788 -0.0065512301045868989 -7.6410656945572095e-06 0.045471471707120133 0.0094113042464710524 0.045403468459576768 -0.037746187722785152 0.012831244041130964 -0.027302224042462978 -0.00048909980649758844 0.057192026977716609 -0.0044279771225859211 0.025289770584816976 -0.025418459220268794 0.039220159229717499 -0.028062234682677007 0.020217283517927676 -0.01892422087632685 0.04117340819946437 0.017511060051228957 0.060822304043581445 0.0093308276974824935 0.010266402298768854 -0.026165508100463732 -0.042388779628061257 -0.0098444716526957105 0.028388912692716387 0.058566258551172368
leaf_weight=8.0182118322700244 2697.2753651607782 18.819823991507295 56.863251570612192 3.6835504584014407 5.5682754293084127 5.9471504986286154 6.4147956483066073 5.4961219951510421 6.7053501578047863 5.5582395866513243 3.2955543361604214 7.1408085152506811 5.614498037844899 4.1023048451170352 3.1643969463184467 9.3558817375451309 8.3647742792963964 27.237874634563923 14.709906592965128 13.76382999867201 5.8117470629513246 6.6601956635713568 5.074013337492941 6.985696405172348 12.107465591281654 5.0308174565434447 3.277856420725584 8.8583921995013934 6.2097837589681166 13.080549161881207 7.5038798861205578 5.6212620548903942 76.530734037049115 9.1082580834627134 4.6000187844038001 27.603924536146224 13.308500904589893 39.90463530831039 9.2663452681153995 6.5518896132707578 4.251357924193143 18.220016330480576 13.938701683655379 4.1555278822779655 159.45067096687853 6.0246958844363681 22.95686823874712 6.517910733819007 29.783082418143749 7.0762720145285112 31.761798596940935 5.165385413914918 9.2136967554688436 7.7666814327239981 122.00922318547964 7.9750150032341471 5.115464836359024 36.525022253394127 11.386425040662287 7.3809544146060926 26.386669419705868 18.459592673927546 6.6425111582502723
leaf_count=1176 9968 131 228 15 33 37 33 24 42 20 19 38 33 25 18 70 35 120 55 69 51 25 21 24 47 20 25 38 26 81 39 32 370 41 34 205 47 165 33 28 22 80 54 17 718 20 90 24 105 27 161 31 32 26 455 28 20 126 45 27 104 66 30
internal_value=0.000117916 0.000189761 -0.00313901 -0.00191198 -0.00418512 0.00645665 0.0110556 0.0068948 -0.0047643 -0.0139493 -0.00200376 0.0299434 -0.020875 -0.00421874 0.00782854 0.020514 0.0141786 -0.003492 -0.00131692 0.00671657 -0.0047481 0.0154748 -0.0170821 0.00400836 0.0216821 0.0370736 -0.0081618 -0.0060978 -0.00851648 0.00861051 0.0336429 0.0181512 -0.0138907 -0.0145516 -0.0237006 -0.0316705 0.000604922 0.00354962 0.00513558 0.000343984 -0.00732773 -0.0012644 -0.011758 -0.0169706 0.00296552 0.0173674 0.00992148 -0.00900697 -0.0144573 0.0146083 -0.0102455 -0.0213089 0.0103793 0.0114327 0.0148755 0.0201684 0.00193168 0.00712721 0.00160815 -0.0212171 0.00304529 0.0137516 0.0341576
internal_weight=3758.36 3750.34 415.871 392.451 308.622 83.8296 68.7742 62.3594 304.938 70.4694 234.469 10.4364 56.5464 22.2371 16.6226 12.5203 13.923 224.032 196.794 73.4215 41.5733 15.7498 25.8235 12.0597 31.8482 17.1383 9.0896 123.373 112.183 26.7942 13.7137 11.1895 85.3891 15.0554 23.4198 34.3093 3334.47 637.195 556.112 290.584 81.0832 277.39 79.6915 65.7528 197.699 38.2479 32.2232 47.5328 41.0149 11.2318 76.8318 36.9272 265.527 256.314 188.139 129.984 68.1745 55.6781 47.9114 12.4964 58.1548 31.7681 13.1944
internal_count=15849 14673 2124 1959 1596 363 285 252 1581 448 1133 57 393 146 113 88 55 1076 956 337 215 101 114 45 122 67 76 619 554 146 65 65 408 78 165 247 12549 2581 2202 1226 379 1168 307 253 861 143 123 173 149 44 357 192 976 944 700 483 244 197 171 47 217 113 58
is_linear=0
shrinkage=0.05


Tree=204
num_leaves=64
num_cat=0
split_feature=65 73 65 28 69 26 34 4 8 70 31 27 6 9 20 9 55 30 3 19 3 7 4 48 31 34 41 48 74 30 27 74 7 72 60 64 71 65 8 4 4 8 8 8 56 29 26 26 29 27 31 71 52 31 66 20 1 40 41 26 10 41 22
split_gain=5.38049 4.42008 3.55844 2.17653 4.05352 3.20509 2.20641 5.44574 4.7418 4.89579 4.02463 4.59292 5.21407 4.92775 4.00475 3.89707 3.68934 3.90829 3.68876 3.66596 4.46166 3.37252 6.08592 3.40474 4.94741 3.05502 3.14948 4.92936 3.97816 2.97054 3.69266 2.87509 8.88559 3.81951 3.76747 2.7549 5.04792 3.53588 2.98367 2.74431 4.63848 2.72179 2.66881 4.69582 4.56247 5.05267 3.90525 4.03391 3.83355 3.74947 6.72955 6.07924 7.03092 4.80044 4.83356 3.49154 3.92477 4.08392 3.52398 3.92545 4.35336 6.99313 5.8898
threshold=-0.84307692307692295 1.0000000180025095e-35 0.91500000000000015 2.3166666666666669 0.83000000000000007 0.41894444444444445 1.925 1360.5667620559482 0.37857142857142861 0.0087499999999999523 0.45190529041805405 0.41950000000000004 1469.1777054906695 1.6904761904761907 1.5000000000000002 1.5166666666666668 1.4350000000000003 0.10628883449444547 1425.9206874211814 3.5000000000000004 1687.4602816557144 -5.133489697793606 1454.9516375083542 1.175 0.096894559460760712 4.3550000000000013 2.0950000000000002 2.0050000000000003 1.5000000000000002 0.15362762237762237 0.39763888888888893 3.5000000000000004 -25.194126224606176 0.12541666666666668 0.079924068825888761 0.019374999999999951 -0.13999999999999993 -0.14902097902097897 1.0333333333333337 1595.8476900922308 1554.4439180039926 1.7928571428571431 1.0333333333333337 0.96666666666666667 1.6950000000000001 3.7888888888888892 0.45527777777777784 0.46050000000000008 5.0500000000000007 0.55612500000000009 0.19665125402830316 0.055416666666666607 2.4650000000000003 0.18655367231638417 1.3923076923076925 5.5000000000000009 1828.2163050245958 2.4350000000000005 2.1850000000000005 0.47133928571428579 1.6547619047619049 2.0950000000000002 0.30785714285714288
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 31 16 9 14 11 13 -13 41 -9 -16 -8 18 -18 42 21 23 -23 -21 -25 26 -26 -28 -29 30 -15 -5 -33 35 -35 36 -34 -38 -39 40 -27 -10 43 46 45 -45 -14 -48 -46 50 -49 52 -52 54 -51 56 57 -44 59 -59 61 -61 -62
right_child=1 2 -4 6 5 -7 7 8 10 -11 -12 12 19 29 15 -17 17 -19 -20 20 -22 22 -24 24 25 39 27 28 -30 -31 -32 32 33 34 -36 -37 37 38 -40 -41 -42 -43 55 44 48 -47 47 49 -50 53 51 -53 -54 -55 -56 -57 -58 58 -60 60 62 -63 -64
leaf_value=-0.035583842627870982 -0.033523589023046141 -0.0079092850843633586 0.034784599976010799 0.0010119123905793336 0.046740675373534081 -0.0015462088294010221 0.016126125796292912 0.017054787128959584 -0.030318171974207234 0.053239785875508518 0.032332028803238148 0.040080539386627125 0.009440911352361565 0.01433526895710102 0.0094047998789367742 -0.034943128481389564 -0.026655260897320832 -0.031945068543580694 0.025350217880247345 -0.053420126824946658 0.025320825453895524 0.015387958302111666 -0.024046248903661069 0.037151878353671099 -0.0052712151378867915 -0.03013304017334123 0.048637842715751445 0.017075342648956739 -0.020220072564076336 0.022566981804768651 -0.039105038314341575 -0.047156451106497008 -0.039724588649519971 0.036724814626596783 -0.0086367244839792977 0.02527614881872316 -0.02926731615222964 -0.01349686891749665 0.02790009362517756 -0.027711757720958009 0.031720248251612945 0.006009819341986463 -0.036323864579214493 0.026057353301175874 0.015577986389910231 -0.026909669141213247 -0.031976698905319144 -0.010298608853279304 0.051972537431809608 -0.019243391036481858 0.065697088364935471 -0.01709040604700391 0.0048651722454056343 -0.016483015535554243 0.032816011135317173 -0.031953513942241857 0.036284806359183318 -0.0055561864299038498 -0.013991290085178801 0.0049054457105727886 -0.018308083531675092 0.035544158930199805 0.0054699513586501918
leaf_weight=10.52946071885526 9.6919322516769153 147.31250159442425 7.4595088753849259 2494.5482041984797 6.292630121111868 7.5715136453509331 7.263054445385932 40.282717786729336 34.859406910836697 6.6263750940561286 8.8866556137800199 7.7718537971377364 105.13325157761574 6.3897810876369494 11.15738118439913 8.9093614444136602 6.6320740580558759 31.524008706212044 7.017824798822403 3.4387159496545783 11.17913071066141 11.963724017143248 53.70313224196434 7.3190666288137427 149.68132549524307 5.9339350536465627 7.0521325021982184 17.865671470761303 11.921066321432589 11.093031063675879 6.5420838743448257 6.2198702767491332 6.8955101817846254 25.457809705287222 5.5807786136865607 13.359054390341042 5.1276597529649761 5.9469105303287568 16.236250571906567 24.034360714256763 6.1958397589623928 6.0509718880057326 8.2801414579153043 8.7354243919253367 17.512247003614906 9.2915557175874692 10.997909501194952 109.04149130731821 12.329763956367968 5.4829876646399525 8.8559416830539757 8.8344001621007902 10.244852937757967 10.370855934917925 23.867503672838211 9.2633424997329694 6.9689983725547782 179.85621396452188 47.168999824672937 181.62312837690115 44.569399140775204 20.751832976937294 62.651472635567188
leaf_count=227 1145 532 179 8419 19 28 24 135 118 23 28 26 359 20 38 34 21 103 22 12 37 37 178 24 517 37 26 66 47 39 23 26 22 111 21 60 17 19 59 175 37 21 28 29 60 32 38 362 42 20 27 28 36 41 79 34 27 610 219 587 154 73 212
internal_value=0.000113049 0.000203167 0.000281722 0.000219759 -0.00547674 0.0203701 0.000449726 -0.0011383 -0.000528977 0.0124435 -0.00120056 -0.0014325 -0.000742777 -0.0143897 0.00796403 -0.0102851 -0.0169496 -0.0222676 8.23247e-05 -0.00100453 -0.00569235 -0.00685146 -0.0168618 -0.00403557 -0.00329724 -0.0046267 -0.00204795 0.0110486 0.0021492 0.00358407 -0.0126996 0.00131974 0.0103724 0.0149246 0.0285688 0.00602118 -0.00149873 0.00815264 0.0168023 -0.0179268 0.00146137 -0.024945 0.000608385 0.0040991 0.0186176 -0.00124317 0.00172576 -0.0025957 0.0306151 -0.000766984 -0.00468917 0.0172066 0.0330694 0.0127584 0.0230908 -0.00151104 -0.00100005 -0.00147691 -0.000939212 0.000318631 0.00373154 0.00804719 -0.00441406
internal_weight=4181.36 4170.83 4161.13 4153.68 161.177 13.8641 3992.5 1413.13 1360.69 66.9758 1293.71 1284.83 1219.89 64.9353 60.3495 20.0667 52.437 45.1739 13.6499 1212.12 310.288 299.109 65.6669 233.442 230.003 222.684 186.52 36.8389 29.7867 24.0249 12.9319 2579.37 84.8238 78.604 31.0386 47.5654 34.2063 27.3108 22.1832 36.1641 12.1298 40.9104 901.832 340.698 47.869 18.027 292.829 187.696 29.842 176.698 136.977 27.9352 19.1008 39.7213 29.3505 561.134 551.87 544.901 536.621 489.452 309.596 202.375 107.221
internal_count=15849 15622 14477 14298 579 47 13719 4965 4795 230 4565 4537 4316 221 207 72 170 146 43 4290 1193 1156 215 941 929 905 656 139 113 82 43 8754 335 309 132 177 117 95 78 249 74 139 3097 1153 163 61 990 631 102 593 453 91 63 140 99 1944 1910 1883 1855 1636 1026 660 366
is_linear=0
shrinkage=0.05


Tree=205
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 9 70 12 70 7 37 70 18 4 55 4 2 27 52 0 9 72 11 26 22 4 72 70 38 31 29 44 10 37 2 27 66 29 10 26 4 2 10 8 8 22 71 38 26 4 71 26 65 29 1 10 6 9 52 31
split_gain=19.9086 26.3033 7.72126 44.1388 4.62966 15.6399 1.93883 2.81737 1.75919 4.29931 3.76964 1.7898 3.64903 3.56895 3.32041 5.32587 3.96963 5.1391 4.63177 4.29733 3.97281 3.91234 3.57176 3.45192 3.41228 6.79096 4.83719 4.80285 6.20747 5.99746 4.9189 3.78702 3.71218 3.39346 4.06798 3.49047 3.2849 5.12049 4.36112 5.22971 5.11269 4.87078 4.80285 4.1476 4.56952 7.40677 3.70112 3.63017 3.61086 3.24693 6.52871 3.19828 3.03233 3.00877 2.99427 2.9374 2.91203 5.87759 4.42416 8.5605 3.63118 2.89362 2.84874
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 2.7928571428571431 -0.2987499999999999 1.0000000180025095e-35 -0.11666666666666663 -74.778430034554376 0.13620669138300909 -0.061249999999999943 1.0000000180025095e-35 1462.4964997474283 1.5950000000000004 1517.5317000310977 -85.809624673794005 0.39133928571428572 3.0850000000000004 1363.5502724411751 1.4555555555555557 0.12000000000000006 2.1222222222222227 0.46316666666666667 0.13392857142857142 1486.3152973304052 0.083749999999999963 -0.016249999999999949 0.2976717938745016 0.1155435473617291 4.5857142857142863 6.1050000000000013 1.3166666666666669 0.524143564086617 173.38190022325753 0.47683333333333339 2.0180546519193236 4.3875000000000011 1.2583333333333335 0.47612500000000008 1540.270214827304 -1.0660440550900601 1.6547619047619049 1.7238095238095241 1.5166666666666668 0.33166666666666672 -0.22874999999999993 0.25251981637791504 0.58881944444444456 1623.9389210262277 0.029583333333333302 0.61211111111111116 0.10633402633402621 4.5857142857142863 1520.3519127530542 0.86190476190476206 1492.7439790078126 1.3095238095238098 2.2350000000000008 0.21033562166285272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -5 -6 -7 -8 11 10 -10 51 -13 -14 15 33 17 21 19 -18 -20 56 -22 61 27 26 -26 28 -21 30 -29 -28 -32 35 -35 -15 37 38 55 40 46 -42 43 -41 45 -45 48 -43 -40 50 -19 -2 -49 -25 -53 -24 57 58 -16 -60 -58 -17 -63
right_child=2 -3 3 4 5 6 7 -9 9 -11 -12 12 13 14 16 23 18 49 20 24 22 -23 36 53 25 -27 31 29 -30 -31 32 -33 -34 34 -36 -37 -38 -39 39 42 41 47 -44 44 -46 -47 -48 52 -50 -51 -52 54 -54 -55 -56 -57 60 -59 59 -61 -62 62 -64
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leaf_weight=17.374188273213804 461.65911410748959 82.40217364160344 100.97318664193153 726.288095863536 39.590764041058719 153.85258208587766 9.1596434242092091 17.026041387580335 17.123119756579403 10.39053128659725 8.9303289353847486 1.8308631479740132 5.3702398836612693 12.628054469823839 18.283067040145397 18.294917579740286 18.000270456075668 6.8989854454994228 7.8424712419509879 9.3151536285877246 5.7108419835567465 9.2446091026067716 44.889430373907089 9.9682202935218829 18.378958851099014 12.524263005703686 32.598542846739292 12.084610089659689 11.885761290788649 8.1000371202826482 20.935763090848923 22.898218039423227 20.214990042150021 10.51533827185631 7.6434088870882979 9.5109515488147718 36.411263804882765 8.5495261177420598 17.660395529121164 7.0942401587963095 7.5694281458854666 15.06569319963455 66.864307560026646 9.7485001683235186 7.2138773202896145 13.411847829818724 9.8641269952058774 10.485416289418938 7.2825992703437796 59.770180393010378 12.377993211150168 17.228917315602303 8.2106784470379335 8.2655328065156919 18.233575716614723 7.2486751228570929 17.226269572973255 10.454341173171995 21.033464774489406 9.8020554631948453 9.4740482568740827 21.634164914488796 7.0856548249721518
leaf_count=1176 1321 2829 3408 2389 1320 615 244 107 50 31 25 5 19 36 53 52 50 20 22 26 16 29 125 30 51 39 100 35 35 24 61 71 59 30 22 26 114 26 51 20 21 43 190 27 20 39 28 30 20 175 36 54 25 23 57 21 49 29 60 28 27 64 21
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internal_weight=2445.6 99.7764 2345.83 1046.89 945.917 219.629 180.038 26.1857 1298.94 36.444 26.0534 1262.49 765.372 763.541 758.171 105.546 652.625 174.565 478.06 186.937 291.123 95.5179 283.281 65.2485 168.936 86.4 73.8757 82.5363 21.2009 61.3354 53.2354 55.4968 41.1508 40.2978 18.1587 22.139 277.57 241.159 232.609 180.471 76.1383 41.3312 104.333 37.4685 30.3742 23.1603 34.8071 33.7618 24.943 79.0472 19.277 497.122 18.6961 18.2338 35.4625 52.1381 86.2732 59.5729 49.1186 30.8355 26.7003 47.0147 28.7198
internal_count=15849 4005 11844 8083 4675 2286 966 351 3761 106 75 3655 2223 2218 2199 304 1895 506 1389 551 838 275 816 190 501 261 222 240 61 179 155 171 120 114 52 62 800 686 660 514 218 119 296 106 86 66 99 98 71 231 56 1432 55 53 111 146 246 170 141 88 76 137 85
is_linear=0
shrinkage=0.05


Tree=206
num_leaves=64
num_cat=0
split_feature=73 44 5 4 22 72 44 29 42 30 16 9 2 66 3 34 3 19 30 28 46 48 70 46 24 18 21 11 69 4 35 3 0 0 38 0 10 41 23 70 3 54 59 4 7 66 0 4 73 7 2 39 35 49 41 49 26 52 24 22 69 73 5
split_gain=3.39356 2.04411 3.3071 2.44652 3.30911 2.41414 2.32729 5.81393 2.37945 4.16429 3.33956 3.55374 3.87121 5.96464 3.44855 3.18694 3.1616 2.97534 4.15843 4.57013 5.04493 3.39642 3.30791 3.14065 2.85389 3.47734 2.76145 2.68046 2.50805 2.26354 2.2495 5.18228 3.94963 3.96643 3.54731 2.87707 2.92045 2.68441 4.35591 3.39594 5.55048 3.55603 2.65887 3.2865 2.61888 2.78258 3.15019 2.33399 2.16433 2.09983 2.29309 1.97191 5.10232 5.83473 4.59998 3.89763 3.89338 3.25011 2.91664 2.72296 2.60589 2.50939 3.74824
threshold=1.0000000180025095e-35 11.950000000000001 1486.7188538148837 1491.2674850774163 0.18333333333333332 -0.01749999999999995 11.825000000000001 4.8944444444444457 5.4650000000000007 0.20554346434515428 1.0000000180025095e-35 0.51666666666666672 169.60287727773098 1.9772727272727273 1392.6822361692418 1.0650000000000002 1710.449100815865 1.0000000180025095e-35 0.091287878787878765 4.0500000000000007 3.0750000000000006 2.0750000000000006 -0.057499999999999947 2.0450000000000004 0.81666666666666676 1.0000000180025095e-35 0.33166666666666672 1.591666666666667 0.51000000000000012 1613.3851820501682 4.1650000000000009 1528.5222767997791 1434.3659651942851 1482.3231790725379 0.17843495021775244 1531.6657842666548 1.7238095238095241 2.2950000000000004 3.6904761904761902 0.033749999999999954 1517.9313257247036 1.5850000000000002 3.0173088295501076 1588.115761137142 -54.948483153192562 2.7759856630824378 1379.4776691305015 1655.927021795201 1.5000000000000002 41.201803873428055 57.672712113327414 0.56214627045025001 3.4750000000000005 2.4450000000000007 2.0650000000000004 2.3550000000000004 0.49414285714285716 2.5950000000000002 0.69047619047619058 0.30785714285714288 0.49000000000000005 5.5000000000000009 1494.4106314837834
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 29 8 -8 30 10 15 12 -12 -14 -13 -10 -16 23 -19 -20 48 -22 -23 -17 25 27 -27 -25 -15 -5 37 32 44 34 -34 36 -35 51 39 41 -41 -39 49 -44 45 46 -32 -37 -21 50 -33 61 -53 55 57 56 -54 -55 60 -58 -56 -2 -63
right_child=1 2 3 5 -6 -7 7 -9 9 -11 11 14 13 28 16 17 -18 18 19 20 21 22 -24 24 -26 26 -28 -29 -30 -31 31 42 33 35 -36 47 -38 38 -40 40 -42 -43 43 -45 -46 -47 -48 -49 -50 -51 -52 52 53 54 58 -57 59 -59 -60 -61 -62 62 -64
leaf_value=-0.033476371006690625 0.00056852889537248037 0.02519345142029893 -0.032304763952437136 -0.02716637117934886 0.028213069771297505 -0.043379980009092038 0.049150878912175205 -0.017853983600389679 -0.029879239267329289 -0.022364164382551396 -0.021270278483166455 0.034075772302089212 0.098536249544520893 0.038388484669404102 -0.026968484576166504 -0.039768072257947727 0.02531520958778205 0.055190175093683895 -0.039574697357914558 0.064950381125233034 -0.029034431755348512 -0.012765814219500533 0.047499954433773882 0.020696798417575893 -0.0086570069338027748 0.033964391726705345 -0.025132041753420806 0.072505108868356677 -0.036284754900083822 0.015569883987099967 -0.037626240803500632 0.039340035755972703 0.0052289225655468632 -0.011526274185079358 -0.046873550661180763 0.0023156802000482207 0.035651502573725062 -0.041054611743516996 0.0095241494321616649 -0.042814480083520984 0.023944865947284906 0.0049080482436640663 -0.023353862940204334 0.032509770444783932 0.034404223063305657 0.02501715687703944 0.014202652697698557 -0.046483185194734572 0.013071096734902327 0.06465650221163867 -0.0014904878377718189 0.03207704495950419 -0.0089173736583368773 -0.012744106814976964 -0.0072274067269320523 0.042847105435250575 0.046999503468670406 -0.063475443185563321 -0.030912121364454898 0.0069035413488194005 0.031750397990759453 0.0048326408817377384 -0.010845391922207912
leaf_weight=7.5046611344441763 3111.636171746999 5.3662350177764884 3.7220823355019075 8.4094715230166894 5.7458228692412376 10.623081957921388 7.7521661967039091 5.558861255645752 5.8686807183548799 30.648137098178267 4.9395128935575467 2.8992583006620398 2.4960386529564857 2.3183842748403549 34.111210600472987 1.9165163617581153 3.1592298857867709 3.1155373416841021 7.545976545661687 3.8160323221236485 10.364817973226311 5.4250292256474486 3.9238048614934078 3.8957769945263916 4.5862018801271907 5.0677753873169404 3.2409425936639309 6.9514284450560808 2.1835238747298717 4.9059051796793929 6.0395663231611305 11.000571012496957 4.7823919728398314 5.3802515342831638 10.308251243084667 5.9177532857283932 8.4044854268431646 19.429744854569439 18.337988801300526 4.8511416763067237 8.6921086907386762 5.3715922012925139 5.313129333779214 5.2188617065548897 10.195415724068878 8.5631807968020421 5.6975653469562531 4.1818384379148483 4.2486303858458996 4.6786645054817191 5.002375252544879 17.298265710473061 19.191042393445969 6.5398354232311231 9.4224558025598579 9.3081420212984067 7.3027288466691997 6.1035507023334503 5.6340902000665656 10.077362217009066 7.8693155795335761 57.082965943962336 114.77518893964589
leaf_count=1176 11321 20 27 35 31 52 29 21 86 351 43 13 14 16 354 16 27 19 53 15 78 50 32 23 36 35 26 33 27 20 26 52 22 27 39 37 38 88 70 21 39 22 30 23 47 42 22 17 27 22 29 59 65 24 31 34 25 19 18 37 29 203 486
internal_value=0.000112646 0.000179966 -0.0112409 -0.0170935 0.00442192 -0.0256031 0.000299464 0.0211688 0.00022423 -0.00588637 -0.00174944 -0.0113324 0.0126204 0.0365423 -0.0184506 0.00538738 -0.0225367 0.00861629 -0.000184877 -0.00506885 0.00430465 -0.00932404 0.0125284 0.0218015 0.0267716 0.0352537 0.0109129 0.0538981 0.00217033 -0.0114207 0.000487882 0.00785445 0.00025083 -0.0102948 -0.0303617 0.00238385 0.0172378 0.000272205 -0.0105188 -0.0201041 3.19176e-05 -0.0310998 0.0247775 0.00432795 0.0137287 0.00334482 -0.0124669 -0.01789 0.0376193 0.0351913 0.0265768 0.000453049 0.00741479 0.00217695 -0.0130219 0.0139603 0.00660796 -0.0372345 0.000331168 0.023751 0.010511 0.000243684 -0.00563791
internal_weight=3751.92 3744.41 38.7726 33.4064 9.46791 23.9385 3705.64 13.311 3692.33 152.722 122.074 52.1072 11.9375 6.99795 40.1697 69.9672 37.2704 64.0985 38.4398 35.3243 27.7783 19.7137 9.34883 25.6586 23.7421 19.1559 8.30872 10.8472 4.50191 13.3154 3539.61 100.684 69.4707 38.975 15.0906 23.8843 13.7847 3438.92 56.6826 38.3446 13.5433 24.8013 31.2136 10.532 30.4957 20.3003 11.7371 10.0996 8.06466 20.6816 16.0029 3382.24 98.7468 81.4485 35.5692 45.8793 36.5711 12.6434 22.9259 17.3801 17.2918 3283.49 171.858
internal_count=15849 14673 185 165 58 107 14488 50 14438 1374 1023 494 100 57 394 529 381 443 274 255 202 160 82 169 153 117 61 56 43 55 13064 473 317 180 61 119 65 12591 240 170 60 110 156 53 137 90 48 54 42 103 81 12351 341 282 121 161 127 43 78 62 60 12010 689
is_linear=0
shrinkage=0.05


Tree=207
num_leaves=64
num_cat=0
split_feature=65 73 65 27 65 27 44 56 22 4 28 53 2 7 4 29 29 5 70 27 38 36 4 28 70 55 4 59 30 4 4 26 37 21 35 3 0 70 70 70 30 26 26 27 29 31 72 6 38 5 66 40 29 72 28 22 18 26 9 4 53 29 60
split_gain=5.18086 4.13144 3.42431 2.12458 4.07465 3.43487 3.71102 3.75014 3.7691 4.25938 3.42201 3.41462 3.414 5.77545 5.11709 4.13387 3.71781 3.44964 4.33588 5.20198 6.35427 5.82292 4.48317 3.98223 5.2965 4.56199 4.39967 5.29176 4.06161 3.44864 3.69611 3.39273 4.40667 5.37814 5.36603 4.76077 4.41893 3.58543 4.51717 4.22687 4.44589 3.54691 3.49328 3.38813 4.42562 3.38299 3.34692 3.21584 3.19252 3.14945 3.14291 6.32859 4.79031 3.53594 3.11413 3.04501 3.02975 2.97295 2.93739 6.25406 3.7855 4.58121 4.17736
threshold=-0.84307692307692295 1.0000000180025095e-35 0.91500000000000015 0.50472222222222241 0.47565217391304343 0.51105555555555571 7.0250000000000012 1.5750000000000004 0.61250000000000016 1579.1321349456739 4.0500000000000007 2.5350000000000006 -73.068322182334541 -13.149434391056046 1409.8786675159233 2.7638888888888893 3.9500000000000006 1488.869742725471 0.0087499999999999523 0.56211111111111123 0.23258938867439619 2.2050000000000005 1581.9679460608543 4.6833333333333345 -0.073749999999999941 1.385 1635.0203506287514 2.9411713151518279 0.098287470725995321 1399.5699139235182 1434.7936586922349 0.52950000000000019 0.2875153051937932 0.33166666666666672 3.0050000000000003 1477.1850197292031 1427.1840190430462 -0.11249999999999995 -0.27749999999999991 -0.34124999999999994 0.13123033614836893 0.43788888888888883 0.55707142857142877 0.60612500000000014 5.3875000000000011 0.22634623330119816 0.43791666666666668 1550.3422500162048 0.26497137444266378 1499.1465842535963 2.5875959079283892 2.8450000000000002 4.4722222222222232 0.22958333333333328 5.3166666666666673 0.2678571428571429 4.5000000000000009 0.49894444444444447 1.9666666666666668 1413.7439516476184 2.0250000000000004 4.2928571428571436 0.050836128442793407
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 9 -5 -9 -6 15 14 -14 -7 -16 18 29 21 -21 22 -20 25 28 56 49 55 -25 -17 -31 32 35 34 37 36 45 38 39 40 -34 -40 -33 44 -30 57 -27 58 -46 54 53 52 -52 -8 -26 -28 -19 -32 -15 -60 61 -61 -63
right_child=1 2 -4 5 11 12 50 10 -10 -11 -12 -13 13 47 16 17 -18 23 19 20 -22 -23 -24 24 26 46 27 -29 43 30 31 42 33 -35 -36 -37 -38 -39 41 -41 -42 -43 -44 -45 48 -47 -48 -49 -50 -51 51 -53 -54 -55 -56 -57 -58 -59 59 60 -62 62 -64
leaf_value=-0.035518114448505798 -0.033511274238609529 0.0010059297784914458 0.034737403847643879 -0.011221528771297267 0.03512440683438544 -0.04301032543081592 -0.017783474495594014 0.038443324303070951 -0.038388657094521168 0.019235372970912708 0.00033137588061305586 -0.0030859071401080126 -0.023581811549701459 0.0016495782893634651 -0.004741177217642562 -0.025834500260512344 0.026903371082259837 -0.022047817655815996 -0.034403174340783778 -0.020475535323520842 0.040178242656927085 0.037142832251539706 0.011600009695484284 0.06707142328723506 0.010453828900100465 -0.0066155031474777462 0.00013520079105541931 -0.024325570887816349 0.015992384352728806 0.028909157724967879 -0.014753603001414962 -0.036305293086234626 0.034957055091016535 -0.031852158395570561 -0.029603384125745265 0.039436431103745818 0.037652169310014902 -0.016983186506901886 -0.0097130182550608426 -0.039403548207159265 -0.017911927798135122 0.037708367071759112 0.00075854899038240017 0.026247569509839343 0.0047594730015540314 0.039391470310102261 0.024505121746640705 -0.020760758298935915 -0.034198690534766339 -0.031484960858988997 -0.012275910840009065 -0.042930115939434847 0.036531371063689783 -0.053479553041159235 -0.034389501797343645 0.039985846680054137 0.011718881505983807 0.029933450059419886 0.023266303672639765 -0.054076078079822947 -0.0026507972404321446 0.023357713560255358 -0.02340509624830284
leaf_weight=10.179935159161685 9.0713023068383318 2263.0442256182432 7.1930150827392927 44.415255356580019 16.049567442387346 6.5027166455984107 25.617570489645004 9.4803944528102893 8.803013086318968 15.480191856622694 15.550917856395243 9.1974854245781881 7.373567432165145 898.52990460768342 11.579445280134676 14.080172233283518 46.775813311338425 78.631367705762386 12.17702759802342 5.3107661157846477 23.101086400449276 7.3496987521648398 9.3721240013837797 3.0755582600831977 12.347939386963846 131.11506555974483 9.0425891876220756 9.5132681801915151 22.65608724206686 10.322319462895392 27.593899648636583 13.399223685264589 8.3904584571719116 16.309299856424332 12.626256097108124 12.325784675776957 8.1022775173187238 12.885194070637231 4.9759084582328823 5.9755841419100753 7.5587469339370719 18.997953116893768 12.096543222665785 18.339256498962641 9.9503984861075896 4.1253021880984297 9.2489292323589307 17.688896745443344 11.152796238660811 23.191352754831314 11.140901096165186 7.9277610033750525 9.1612988784909231 9.5139973610639554 5.6397966817021361 10.201453045010565 7.2561068385839453 4.302179552614688 14.249651171267031 9.4923123568296415 45.471601232886314 5.9319047331810024 24.50289985537529
leaf_count=227 1145 7624 179 147 93 22 85 33 29 50 60 33 23 3004 39 47 149 301 48 35 82 23 38 10 43 533 38 44 73 35 133 53 31 60 49 53 33 48 19 23 30 59 42 70 43 19 33 60 37 90 39 32 31 29 21 39 26 21 48 31 151 18 86
internal_value=0.000107977 0.000195106 0.000268722 0.000208925 0.00122878 -0.00104717 -0.00812119 -0.00180268 -0.0078397 -0.00334983 0.0147659 0.0212044 -0.000393803 0.00130119 0.015665 -0.00335435 0.0206241 -0.0029335 0.00156457 0.0136484 0.0288408 -0.00128805 -0.0143955 -0.00606254 0.000729704 -0.0101187 -0.00882695 0.00618002 0.0109847 -0.00200394 -0.000139706 -0.00190703 0.00106633 -0.00594615 -2.94929e-05 0.0119634 0.00428885 0.00632272 0.0128654 -0.00353687 0.00990106 0.0278658 -0.0187202 0.00820685 0.000646091 -0.00321555 -0.00456489 0.000371818 -0.0158295 -0.019307 -0.0174681 -0.00504533 0.00974821 -0.0274503 -0.00360615 0.0212604 -0.0191951 -0.00872616 0.000746312 -0.00739845 -0.0125152 -0.0237494 -0.0142908
internal_weight=4172.67 4162.49 4153.41 4146.22 2288.29 1857.93 157.091 93.7298 68.6985 59.8954 25.0313 25.2471 1700.84 1081.6 65.7288 619.242 58.3553 612.74 251.378 57.3107 28.4119 28.8989 21.5492 361.362 135.11 226.251 69.9364 28.7573 65.1741 194.067 179.987 169.665 144.169 87.7194 71.4101 56.4494 44.1237 58.7838 45.8987 21.9248 15.9492 23.9739 25.4958 62.0985 43.7593 36.0214 140.364 1015.87 21.1032 41.1791 63.3615 28.23 20.3022 35.1316 17.9877 19.244 85.8875 31.8961 998.178 99.6484 85.3987 39.9271 30.4348
internal_count=15849 15622 14477 14298 7750 6548 535 319 226 197 93 126 6013 3609 211 2404 188 2382 981 226 117 109 86 1401 508 893 275 121 233 755 708 673 578 319 259 259 206 210 162 84 61 78 95 223 153 173 566 3398 80 154 216 102 70 114 64 77 327 154 3338 334 286 135 104
is_linear=0
shrinkage=0.05


Tree=208
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 73 73 20 6 56 70 22 71 27 10 3 13 1 70 4 23 30 7 71 46 21 27 27 70 34 11 71 65 66 56 49 72 1 9 70 47 55 50 23 27 20 45 16 9 66 38 3 39 9 71 72 9 39 20 31 6 36
split_gain=19.6624 24.7291 7.21963 42.7571 4.35428 15.1688 1.82018 2.75449 1.72539 1.72182 2.60574 3.10196 2.69946 2.36371 3.84676 2.44107 2.01807 2.09623 2.66775 2.64496 2.43408 5.34842 2.9221 3.82685 3.26227 3.72031 3.14131 3.98237 4.87246 3.00946 3.01149 3.26675 4.55972 3.25133 3.23444 2.76635 2.45744 2.68361 2.59296 2.35999 6.01689 2.10068 2.54218 2.04312 2.03684 2.48058 2.23049 3.44982 3.06043 2.90192 3.2243 6.36077 8.01834 4.51578 3.54409 3.43923 4.75158 4.34292 3.51761 4.57916 4.31429 4.58325 3.2653
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 7.5000000000000009 6.5000000000000009 1472.4175233093379 1.8450000000000004 -0.17624999999999993 0.18333333333333332 -0.16708333333333328 0.47211111111111115 0.93095238095238109 1769.8480688949674 1.0000000180025095e-35 1356.0546636321851 -0.66541666666666655 1613.3851820501682 2.6458333333333335 0.13123033614836893 -15.821925506946625 0.12541666666666668 4.5750000000000011 0.33166666666666672 0.50763888888888897 0.44707142857142862 -0.38124999999999992 1.8950000000000002 2.1547619047619051 -0.34041666666666665 -0.13980676328502412 2.7393887945670632 1.6950000000000001 3.0150000000000001 0.14083333333333328 1470.385402680243 2.7928571428571431 -0.2987499999999999 2.8850000000000002 2.1550000000000007 1.2250000000000003 0.41666666666666669 0.49950000000000006 1.5000000000000002 1.3650000000000004 4.5000000000000009 1.0333333333333337 2.8027777777777785 0.26276943195926578 1483.1463641147118 0.21736381887833434 1.4555555555555557 -0.072499999999999939 0.072083333333333319 1.7928571428571431 0.38699790570434939 3.5000000000000004 0.13168094655242757 1508.8467690571849 2.1450000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -5 -6 -7 -8 9 10 11 12 -2 14 -13 -15 17 19 -19 -11 22 -22 23 -21 25 26 29 28 -28 -24 31 32 -31 -32 -34 -26 38 -38 43 41 -41 42 44 -25 45 -20 48 49 -46 -48 53 52 -52 -51 -53 57 58 -55 59 60 -57 -62 -56
right_child=2 -3 3 4 5 6 7 -9 -10 16 -12 13 -14 15 -16 -17 -18 18 39 20 21 -23 24 36 35 -27 27 -29 -30 30 33 -33 34 -35 -36 -37 37 -39 -40 40 -42 -43 -44 -45 46 -47 47 -49 -50 50 51 54 -54 55 62 56 -58 -59 -60 -61 61 -63 -64
leaf_value=0.03364650837586769 0.0092026304454341373 -0.034004655637920593 -0.034030468257027782 0.0025787989190157435 -0.034064168672587401 0.0026715058521519365 -0.034285743056143535 0.00011271239664401234 0.024673864130571377 -0.031561306987276154 0.040816664894789037 0.046106168176246062 -0.034014083674117894 0.022106915540422128 -0.0013432905323686893 -0.017997643395021436 0.02605194510327773 -0.040837839908798634 0.033037403735205632 -0.019758306759799203 0.037256493657952819 -0.012781756937012119 -0.036838207553849915 -0.018592099829686199 0.031171209283400881 0.017855124962858515 -0.045537449007037843 -0.048889519611273372 0.0082277208398289486 0.046088509961694085 -0.044837150602749315 -0.024092927540041807 0.010970623491167671 -0.004547169341031841 -0.026625919697879988 -0.009678064668046325 0.010859612941583441 0.049947251223331685 0.021394898011085822 0.033069310661494836 -0.015686512804527788 0.02877824683133276 -0.014935007891456241 0.013123763248331448 0.00057509645944311516 -0.00039873235233828095 -0.0013949742301668281 0.03618245514425357 0.028024713048166502 0.035689652506081977 0.018571304920294789 0.03858434962527485 -0.045446634296241198 0.029562509620644883 -0.021655332328278723 -0.01587601383242657 -0.030572298247456043 -0.0033530992784739158 -0.010223370868377581 0.041021859203199902 0.03432843939107709 -0.0032152770927868519 0.024557898938549025
leaf_weight=16.265993346460164 7.4235097318887693 79.673394074896351 97.680008440744132 726.29694133624434 38.263145908247679 153.79583855718374 8.8517215866595524 16.990388319827616 9.1602660715579969 7.3229159861803046 6.6919692754745475 11.246081709861754 7.040161170065403 7.3308032378554362 6.8873303309082976 7.8652179092168808 9.03831699490547 3.4078443944454184 12.414275392889978 11.852137416601179 11.962590008974077 9.6466188877820951 7.7842237949371329 13.593727707862856 9.5929324328899401 10.864757526665924 6.6980941742658677 11.982693567872046 11.362026762217281 7.0082977712154308 7.9418962895870235 8.8131170347332937 22.19524908438326 13.551517039537428 7.7070467472076407 7.2973174750804892 10.972871005535128 7.3208630979061118 13.146005287766455 19.818599686026577 9.2960362732410413 7.8711223602294913 19.697182193398476 8.1056695282459241 586.86491654440761 10.027695354074238 105.50754966586828 9.3347552418708784 10.333075918257235 18.172706514596939 7.5752398222684887 9.4285255968570727 13.805057719349859 34.224584832787514 8.2901701033115369 14.798861533403395 9.2389354407787305 14.170332968235014 21.16439713537693 12.059739381074904 17.284868896007538 15.34640523791313 7.0924604535102835
leaf_count=1176 23 2829 3408 2389 1320 615 244 107 26 22 20 33 23 22 22 24 26 10 36 34 33 28 23 39 28 34 20 35 34 20 22 28 65 39 22 21 31 21 37 57 28 22 59 23 1706 29 303 26 34 52 22 27 41 96 24 41 26 39 60 34 48 43 20
internal_value=-0.000349806 -0.0225348 0.000560351 -0.00253891 0.000718986 -0.00548005 0.000608411 -0.0116698 0.00305069 0.00289684 0.0115952 0.00750358 -0.011833 0.0158949 0.0280842 0.00134944 0.00251247 0.00233864 0.00332528 -0.00200104 -0.0010144 0.0149188 -0.00275515 0.00593216 -0.00700668 -0.0099982 -0.0128791 -0.0265407 -0.0117126 -0.00740671 -0.00399833 0.00325776 0.00978826 -0.0194345 0.00128045 0.0135226 0.0116621 0.0265019 0.00387134 0.00347671 0.017502 0.00305343 0.00284181 -0.00674484 0.00321546 0.0180972 0.00285033 0.00623662 0.00105005 0.0053295 0.00883049 -0.00277688 -0.0227645 0.0122573 0.0144469 0.009178 0.00339245 0.0199246 0.00728311 0.0135113 0.00651638 0.0166717 -0.000347825
internal_weight=2434.45 95.9394 2338.51 1041.88 944.198 217.901 179.638 25.8421 1296.63 1287.47 54.4851 47.7931 14.4637 33.3294 18.1334 15.196 1232.99 1223.95 997.225 226.723 219.4 21.6092 197.79 64.9913 132.799 115.909 105.044 30.0428 18.0601 75.0013 67.2171 45.7237 36.9106 21.4934 29.9023 16.8902 53.1391 18.2937 34.8454 993.817 29.1146 964.703 956.832 21.6994 937.135 22.442 914.693 317.495 597.198 308.16 202.652 46.1915 21.3803 156.461 24.8112 138.288 89.8932 48.3949 80.6543 59.4899 47.4301 32.6313 15.3826
internal_count=15849 4005 11844 8083 4675 2286 966 351 3761 3735 167 147 46 101 55 46 3568 3542 2883 659 637 61 576 185 391 342 308 89 54 219 196 135 107 61 87 49 151 52 99 2873 85 2788 2766 62 2707 65 2642 902 1740 876 573 134 63 439 71 387 252 135 226 166 132 91 44
is_linear=0
shrinkage=0.05


Tree=209
num_leaves=64
num_cat=0
split_feature=73 29 72 2 16 66 41 4 0 71 11 9 34 3 52 66 1 28 28 11 42 30 42 31 31 41 16 1 28 21 66 64 10 0 16 55 4 8 19 49 21 6 6 49 51 30 30 36 10 1 71 29 6 37 54 66 36 0 69 64 70 36 11
split_gain=3.17291 1.95737 2.94999 3.20188 3.62038 5.47204 4.21077 3.186 4.514 3.15266 3.20505 2.98953 3.98622 2.02687 1.89903 3.39289 2.53452 2.422 2.4096 2.13317 2.00794 4.36169 3.54818 3.43574 4.91259 3.62777 3.91126 5.99814 3.84846 5.29916 3.28367 3.80525 3.52673 3.29206 3.99078 2.84963 2.84267 2.78256 2.65111 2.61 2.56853 2.52583 2.9925 3.04814 4.72658 2.65568 2.47372 2.24794 7.13373 5.44294 4.90838 4.72853 4.80905 4.55227 3.93027 2.99911 2.98106 2.94511 3.45555 2.8342 2.45754 2.33005 3.34692
threshold=1.0000000180025095e-35 2.2928571428571431 -0.34458333333333324 117.80724245442458 1.0000000180025095e-35 2.0180546519193236 1.5850000000000002 1471.3976337786305 1477.4186358344289 -0.15249999999999994 0.48333333333333339 1.1222222222222225 1.6250000000000002 1436.5584944130262 4.2750000000000012 2.7090053763440864 1470.385402680243 8.4500000000000011 6.5857142857142863 1.6904761904761907 5.4650000000000007 0.20554346434515428 5.6050000000000013 0.068337484433374812 0.072595520421607371 2.1250000000000004 3.5000000000000004 1458.7593214532894 3.9500000000000006 0.33166666666666672 2.431677018633541 0.071742788461538462 1.1222222222222225 1619.4661526380689 1.0000000180025095e-35 1.7650000000000003 1540.270214827304 1.3166666666666669 1.0000000180025095e-35 2.4650000000000003 0.30785714285714288 1452.0438646543937 1471.8714751896109 4.2550000000000008 1.3450000000000004 0.23112535612535609 0.17351155338168325 4.8150000000000004 0.93095238095238109 1539.016537955574 -0.14166666666666664 4.9500000000000011 1480.6965684764089 0.5816829180483275 1.405 2.6978260869565225 4.5850000000000009 1603.7456116355931 0.47000000000000003 0.047500000000000007 0.058749999999999955 4.5050000000000008 1.3095238095238098
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 11 9 -2 -9 -4 -11 12 -6 -8 17 16 -16 20 -17 -19 41 22 40 -24 -25 28 30 -28 38 37 39 33 -33 -32 35 36 -35 -30 -26 -27 -22 -3 43 44 45 -43 -34 53 50 51 55 52 -50 56 -51 -49 61 -55 59 -59 -56 -44 -63
right_child=1 14 3 -5 5 -7 13 8 -10 10 -12 -13 -14 -15 15 18 -18 19 -20 -21 21 -23 23 24 25 26 27 -29 29 -31 31 32 46 34 -36 -37 -38 -39 -40 -41 -42 42 47 -45 -46 -47 -48 48 49 54 -52 -53 -54 57 60 -57 -58 58 -60 -61 -62 62 -64
leaf_value=-0.033467130838294397 -0.019949370973854325 0.03159995182845679 0.024231549558510309 -0.029383191580212811 -0.015140170980092106 -0.018370824473924116 0.0014965625761409517 0.057500292654843389 -0.00096620096968724669 0.021909299062333069 -0.028616004579332804 0.06274993895410011 0.046678695603248721 -0.031726744113845316 0.092520020840540243 0.02189054417482289 0.021512099564948869 -0.03555788882109371 -0.036685319666137334 0.01091178891686332 0.0057659297250059957 -0.023799008359358737 -0.033649112945683395 0.072322656372714983 0.017360542856569985 -0.032319971694128168 0.086363400742244467 -0.035316999284460103 0.036411204430642247 0.058537886584470449 -0.028090021905703894 0.077932850082976582 -0.035474499606754542 0.014341383952510126 -0.020935727255900767 -0.011416188965278608 0.073830074565330903 -0.015584418214279576 -0.039783524031143373 0.0084835867109082398 -0.039512951222419934 -0.01105561624925303 0.00085183186923739923 -0.047995779482984391 0.040345125017309802 0.018872320509898399 0.049075057944119586 -0.018168383079716934 0.025904314903450743 -0.0048291744705203149 0.067921196288499339 0.028125829255721407 -0.026980658123880136 -0.028517298539636551 0.023546093304051385 0.042748244612454987 -0.024818668689791462 0.036104351686456447 -0.031078724062358471 -0.01844075030389173 0.076163870858098573 0.053809085846254871 -0.0040934062066177116
leaf_weight=7.0237868316471568 5.5762324016541269 6.5666945502161971 9.958443261682989 17.134702713228762 5.453730985522272 10.08713566791266 5.6670495904982117 5.946570457890628 7.4214044958353043 4.6269316077232352 9.7587800510227662 4.6112717408686867 4.9970727562904358 24.170460844412446 2.1361233294010145 4.2664451170712709 3.0523804798722267 8.5337083460763079 2.9833854958415031 3.4753395169973365 4.6668547317385665 26.392077493481338 6.2936309464275828 2.5971347130835047 4.0648898556828517 16.754790743812922 2.7569456826895467 1.6008692495524881 4.4025058383122104 8.7881875634193403 10.638866557739677 2.869255142286419 1.8965713381767275 4.3999491743743437 7.9693436846137038 3.7120848009362808 3.6942193266004324 6.1920448150485754 4.0537979304790497 5.1156734786927691 9.5238215401768667 86.859509645029902 3219.5536561897025 4.5052661001682273 5.2248809412121764 8.1040361151099187 1.5906691215932367 4.0661807432770711 5.191000401973727 6.0486939474940291 7.6808500364422789 6.8490623682737342 25.006987245753407 21.87681120634079 4.9080715775489789 4.0161637142300606 11.283153660595415 6.7443873211741465 5.8849542140960684 3.6815517954528332 4.0504078883677721 5.0238363519310933 4.9593397490680218
leaf_count=1176 28 27 35 124 30 56 24 21 27 15 39 20 17 115 15 39 26 50 42 19 23 300 51 13 19 178 24 26 21 38 110 22 29 34 93 48 19 39 23 35 59 390 11539 19 19 31 15 22 25 38 31 34 150 120 26 21 64 31 36 24 18 23 24
internal_value=0.000107087 0.000170175 -0.00624008 -0.00978258 -0.00554904 0.0101289 -0.0128262 0.0117987 0.0250419 0.00260531 -0.0123654 0.0292153 0.0144186 -0.0254166 0.0003744 0.0198777 0.0507463 0.000307202 -0.00221407 -0.0221099 0.000382022 -0.00548888 -0.00123431 0.00210491 0.00452196 0.00257626 -0.0040379 0.0416634 0.0177277 0.0298329 -0.00743409 0.00169072 0.0368743 -0.0056625 0.00640304 0.024857 0.0414923 0.00602207 -0.0111725 -0.0227757 -0.0246222 0.000619661 0.000560719 -0.0077634 -0.00595423 -0.00850161 0.00309192 0.00082111 0.00983156 0.000907714 0.0393004 -0.00938267 -0.0178898 0.000634753 0.0263108 0.0121014 0.000836984 -0.0165277 -0.000446678 0.0168437 0.0473362 0.000926618 0.0250449
internal_weight=3744.94 3737.92 115.41 96.4656 79.3309 25.1492 54.1817 18.9442 13.368 24.3442 14.3857 15.0621 10.4508 29.8375 3622.51 12.4383 5.1885 3610.07 7.24983 12.009 3598.06 139.974 113.582 99.3914 93.0978 90.5007 62.9992 4.35781 27.5014 19.3827 58.6414 36.771 6.3565 30.4145 19.7756 11.8063 8.09417 10.5946 8.11869 21.8705 14.1907 3458.09 3451.52 104.694 100.188 94.9635 3.48724 3346.83 67.8174 52.0542 15.7632 37.0471 30.198 3279.01 15.0072 8.08234 3240.82 38.1877 16.3109 10.4259 8.95848 3229.54 9.98318
internal_count=15849 14673 551 475 351 123 228 76 48 89 54 67 47 139 14122 122 41 14000 81 69 13931 1219 919 837 786 773 633 50 140 98 583 370 66 304 194 101 53 60 42 213 82 12712 12685 459 440 421 44 12226 365 291 74 209 175 11861 82 43 11650 211 91 55 44 11586 47
is_linear=0
shrinkage=0.05


Tree=210
num_leaves=64
num_cat=0
split_feature=65 73 65 65 11 31 22 56 29 56 8 4 69 55 44 29 31 6 13 4 64 65 37 40 9 27 65 72 70 1 42 10 69 4 66 5 35 7 30 27 0 29 0 9 30 48 29 45 53 56 72 53 3 11 29 53 7 72 28 11 55 31 74
split_gain=4.98868 3.86287 3.29685 2.10097 3.0943 3.14071 4.33318 3.45819 2.94324 4.85383 4.44646 2.81013 2.31748 2.78025 2.5527 2.32289 4.05377 2.99338 4.89198 2.88876 3.05589 3.70271 2.37934 7.65539 2.22492 2.2187 3.73591 3.33472 6.00486 4.19488 3.31669 3.54882 6.38826 4.81094 4.92837 4.56368 3.69265 3.82963 3.55557 5.16201 4.73015 4.45352 3.69942 3.62814 3.70404 4.24022 4.99268 3.865 5.22114 3.54018 3.49422 3.27381 3.22179 3.43186 3.16593 4.25482 5.31736 4.23175 4.66889 5.5396 4.1273 3.7727 3.6678
threshold=-0.84307692307692295 1.0000000180025095e-35 0.91500000000000015 -0.3342156862745097 0.93095238095238109 0.11639196206818692 0.58571428571428574 1.9350000000000003 3.2928571428571431 1.5750000000000004 1.2928571428571431 1691.1640111584422 0.77000000000000013 1.925 5.9050000000000011 5.5857142857142863 0.16722595078299773 1477.2454383166144 1.0000000180025095e-35 1427.4069239272499 0.014558823529411702 -0.46248366013071895 0.42790460020620968 2.2050000000000005 1.1222222222222225 0.50472222222222241 0.47565217391304343 -0.81583333333333319 -0.64583333333333326 1468.0606215257915 2.9050000000000007 1.3166666666666669 0.69000000000000006 1655.927021795201 2.7119815668202771 1493.7369789755037 5.3850000000000007 47.867368574523773 0.20398256389934613 0.51316666666666677 1553.80263904766 3.5634920634920646 1529.7096950318098 2.1547619047619051 0.18286126409651191 1.3250000000000004 4.2928571428571436 1.2550000000000001 2.8550000000000004 1.5250000000000001 0.03666666666666666 2.5350000000000006 1459.6385210989417 1.7928571428571431 3.4365079365079372 2.8550000000000004 -25.689533615745173 -0.43333333333333318 3.3875000000000006 1.591666666666667 2.1350000000000002 0.13025804171085187 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7 -10 -11 12 13 15 -14 17 -17 18 -6 -19 22 -22 -21 -24 -18 26 27 28 29 -5 -27 32 33 36 -35 -34 37 -32 39 40 -33 42 -41 44 45 46 -43 48 -47 -40 -44 -28 -51 -54 55 57 -57 58 -29 -60 -58 62 -62
right_child=1 2 -4 25 11 6 -8 -9 9 10 -12 -13 14 -15 -16 16 24 19 -20 20 21 -23 23 -25 -26 30 51 54 -30 -31 31 38 35 34 -36 -37 -38 -39 49 41 -42 43 50 -45 -46 47 -48 -49 -50 52 -52 -53 53 -55 -56 56 60 -59 59 -61 61 -63 -64
leaf_value=-0.035435706023304148 -0.033499758943352213 -0.019078918879338588 0.034690556232228484 0.034999316011084053 0.02895630444649255 -0.018371852505002045 0.052910509187630232 -0.032432409592889851 -0.0058108801372527275 0.060941328441948564 0.010968654645360213 -0.041192477083874655 -0.012381871121703168 0.025357931142027692 0.032533971558430227 -0.024353979738279959 -0.0043539916499653738 -0.042389083200405547 -0.02495606129202154 -0.03040040586225369 -0.025218129867003444 0.017894173758677401 -0.040595900844924981 0.024123744524085181 0.037260188833230318 -0.0027231723790906966 0.034682003444800873 -0.034597133951646278 0.046878932809925306 -0.014654429674987228 -0.0076750130453034499 0.00029081724965716914 0.027859041203493879 0.041478977247231846 -0.013247139363755607 0.0025558166045694455 0.031585830222735978 -0.042405287178835606 0.047779558039049236 -0.028959640373767498 -0.035518199831157025 0.01835293378470975 0.02632317731064393 -0.017152452135504041 -0.0054786696655294599 0.013399730506902513 -0.036140395332656325 0.036556349300632784 -0.025141805445344723 0.041447796823447867 -0.022916975843318824 -0.0028830141831791539 0.012882373458553946 -0.017189928125543767 -0.00028829431040397913 0.032110887062052396 -0.010067778736798368 0.0073901643146888456 0.012638266412180183 -0.03020020888403023 -0.030282922459913483 0.032328250628474935 0.012129061283682654
leaf_weight=9.8487086817622167 8.4901465666480345 11.292333751916884 6.9414140572771421 6.2129481285810533 9.3719580024480837 7.2845537066459647 5.2899564504623404 5.4076597839593878 13.43535375595093 8.2388237193226832 9.682827100157736 6.3862507417798033 5.6110411882400495 5.5083788186311713 7.2513813599944115 7.9498249217867878 5.3332658708095542 10.807277217507361 7.636111617088317 29.372571431100368 8.0983425229787844 12.935242928564547 8.9154066145420092 9.3726081401109678 8.0754358023405057 1013.7274397350848 15.681867659091951 12.320540145039557 11.182816699147223 13.487735293805597 224.38539979234338 21.89262317866087 24.389014445245266 10.250540412962438 6.8718083724379531 66.158610198646784 5.7708325944840899 8.2285205498337728 7.2360700368881217 16.737430743873123 15.934306636452673 7.4256820231676128 8.4750380143523198 14.574993565678595 39.344202894717455 156.6577995531261 9.6859316825866681 16.579296946525574 9.3093058466911298 7.7592846751213065 6.267196860164403 9.2041554450988752 51.050530273467302 11.65269825235009 1421.3952645398676 9.9606343507766706 117.46757353842258 486.67494535073638 27.407608851790428 10.41406139731407 7.7570179551839855 11.93920476734638 14.869030877947806
leaf_count=227 1145 45 179 19 28 28 19 22 56 32 37 33 21 20 26 34 22 42 27 126 36 45 29 30 30 3664 93 40 36 44 727 72 78 33 24 222 41 27 29 53 53 23 30 48 131 522 31 53 30 25 21 33 181 42 4732 32 372 1710 93 35 25 38 48
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internal_weight=4164.88 4155.03 4146.54 4139.6 203.257 60.6315 49.3392 44.0492 38.6416 31.357 17.9217 142.625 136.239 123.376 12.8624 117.868 21.3585 96.5095 17.0081 79.5014 68.6942 21.0336 47.6606 18.288 13.4087 3936.34 2175.98 2151.09 30.8835 19.7007 1760.36 746.637 346.055 255.507 17.1223 90.5476 238.385 232.614 400.582 322.884 37.8269 285.057 31.4797 253.577 239.002 199.658 17.1116 182.546 165.967 77.6986 14.7422 24.886 70.4625 62.7032 2120.21 698.811 161.993 536.817 50.1422 37.8217 152.033 34.5653 22.626
internal_count=15849 15622 14477 14298 788 239 194 175 153 125 69 549 516 469 47 449 86 363 55 308 266 81 185 59 52 13510 7350 7224 99 63 6160 2496 1152 852 57 300 795 754 1344 1067 125 942 104 838 790 659 54 605 552 277 51 126 248 223 7125 2393 515 1878 168 128 483 111 73
is_linear=0
shrinkage=0.05


Tree=211
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 3 27 0 0 71 41 71 18 52 54 30 55 13 31 72 26 42 1 72 4 16 28 31 4 15 6 30 72 4 29 2 1 27 30 27 22 74 71 30 24 26 30 11 34 29 15 40 31 27 59 6 27 30 59 1 38 40
split_gain=19.4127 23.248 6.75497 41.3858 4.10331 14.7113 1.81043 3.35026 1.85741 2.28805 1.87995 2.84375 2.06084 1.74248 1.72482 2.76726 2.30501 3.25179 2.9014 2.74071 2.54024 2.84048 3.33636 3.73195 2.67175 2.61434 2.45211 2.44923 1.95571 1.77984 1.71013 2.8807 4.6978 3.41476 2.76957 2.08312 2.66127 3.15207 2.95279 2.84095 2.02422 1.86871 1.86253 4.27274 3.00623 2.5419 4.16624 2.87742 2.52943 4.13774 3.55141 3.65032 3.46449 3.19915 2.49081 3.69435 2.12513 3.92977 4.38726 3.03732 3.02374 4.25038 3.48045
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 1650.0917029837235 0.44950000000000007 1743.6509039459017 1690.4240406880042 0.26041666666666669 2.0050000000000003 0.17916666666666667 1.5000000000000002 3.7250000000000005 1.5050000000000001 0.12546296296296297 1.4650000000000001 1.0000000180025095e-35 0.16386376483889198 0.43125000000000008 0.49950000000000006 3.6450000000000005 1543.5282458261224 -0.16166666666666663 1499.9899188406716 1.0000000180025095e-35 3.8452380952380958 0.16141439205955332 1585.3795366487896 0.55000000000000016 1486.8855006305341 0.20060975609756099 0.43125000000000008 1495.3276707027751 2.8944444444444448 -93.407318137126921 1449.0887221229189 0.50050000000000006 0.15410428497676817 0.54414285714285726 0.30785714285714288 2.5000000000000004 -0.47958333333333331 0.2535721575831803 0.81666666666666676 0.52816666666666678 0.17111190137505922 1.3095238095238098 3.5550000000000002 3.2111111111111117 0.77500000000000013 2.5650000000000004 0.10848043336135237 0.48950000000000005 3.0173088295501076 1521.7955598973681 0.61162500000000009 0.085236118318629969 3.1083861715372376 1467.1731200799234 0.14817013238337393 4.035000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 30 -6 8 -8 9 10 12 13 14 -12 15 16 17 19 -18 27 21 22 23 -20 25 -23 28 -7 -19 -25 31 32 33 34 41 -33 -37 -38 39 -39 -40 -5 56 -44 45 48 47 -47 49 53 -50 -52 -53 -45 -55 -56 60 58 -58 -60 61 -32 -62
right_child=2 -3 3 4 5 6 7 -9 -10 -11 11 -13 -14 -15 -16 -17 18 26 20 -21 -22 24 -24 29 -26 -27 -28 -29 -30 -31 42 35 -34 -35 -36 36 37 38 40 -41 -42 -43 43 44 -46 46 -48 -49 50 -51 51 52 -54 54 55 -57 57 -59 59 -61 62 -63 -64
leaf_value=0.033626163331934009 0.0029616472504191476 -0.033982150327019615 -0.034006759210034473 -0.03668799281251265 -0.034039053645501957 -0.016758650015973552 0.0177827602641892 -0.031592602758180127 0.028252944473953136 -0.027268266715233476 0.010423778847721393 -0.012847732635953247 -0.02161139926401082 0.050109169591807202 -0.029753825907417694 0.037512987419598784 -0.020947121723761411 0.02520110825747704 -0.015087230025487806 0.049382228157692616 -0.031990959954298757 -0.017038842648416621 0.042917098230093903 0.044905013658594894 -0.018860521845689655 0.03454518700347179 -0.035643697511019264 0.032276047136038134 -0.016327360797006814 0.0050066184960558067 0.076165255042218688 0.03931043370321561 -0.040992789259740189 0.030820406114355322 0.0224071127137421 0.034884069857263104 0.037704889482129064 -0.041759944649618547 0.034080825265832393 0.0049599720731124501 -0.0037227461484183816 -0.0017551055891260826 0.038317517383885148 -0.0033376281480461834 -0.025332552765690332 -0.0099317838845291544 -0.045427162441747139 0.029403494261336482 -0.03937898443772353 -0.023019246642853913 0.032201952601120097 -0.020606936922785524 0.020622181499470531 0.040559594975491275 0.027458577009726693 -0.016841020651487262 -0.037415292718057956 -0.016786195250485705 0.0093995676726894278 0.036912930448176472 -0.0060699583458757051 0.0034316941024145602 0.020288031621751135
leaf_weight=15.227718217298387 1294.8879896439612 77.066179057350382 94.456805376335979 6.4012391492724445 37.006095574237406 4.6584436595439929 5.0765853375196448 10.628059830982236 6.5379581227898589 6.8215009160339823 4.9864079132676142 5.0213229646906248 9.8569563068449479 6.2114320881664753 4.0992357255890957 5.6107019819319239 17.706401132047176 6.877776315435769 11.093268854543572 7.7817953787744036 5.0609815604984751 4.1471675466746039 8.1119258329272252 5.845410628244279 17.0676161563024 6.0241806525737047 4.4162469841539851 5.6174967586994171 4.8230559341609478 5.3566579725593328 2.0394968986511222 8.4767125658690912 6.2720938771963111 9.8666255474090558 6.7569385692477217 9.9696377068757993 6.1753410995006552 6.6966083794832247 6.6291227191686612 6.329227939248085 7.6015234850347042 9.5248307883739454 9.902835935354231 11.180227398872374 8.0558343455195409 14.400881052017217 5.6824462041258803 6.8657445162534705 5.0560047775506964 6.0594586282968512 9.2137575373053568 13.746380768716337 8.0963522344827634 18.504497617483139 18.818718163296584 6.2757642101496449 4.4966369569301596 15.321265079081057 70.711452644318342 11.689162343740461 243.72641732916236 132.68923443555832 13.20267032086849
leaf_count=1176 3761 2829 3408 23 1320 26 22 79 38 47 22 29 61 22 30 29 103 30 56 30 33 24 32 21 110 27 21 24 24 26 8 28 23 31 21 29 18 22 20 24 25 32 29 37 29 47 23 21 18 22 30 51 25 56 58 21 15 59 223 35 805 438 43
internal_value=-0.000336842 -0.0228273 0.000553182 -0.00245326 0.000707739 -0.005335 0.000584713 -0.0156318 0.00214013 0.00105407 0.00233887 0.0184174 0.000395005 0.0324372 0.00214013 0.00322783 0.0015491 0.0124271 -0.00307391 0.0269981 0.00197289 0.0049547 0.0154595 0.00546932 -0.00677194 0.0135128 -0.00389845 0.0100469 0.00808317 0.0258262 0.0025082 0.00893095 -0.00136984 0.00626524 -0.00441574 0.0166393 0.0122114 0.00545022 -0.00185753 -0.0190588 0.0138875 -0.0157958 0.00159187 0.00664156 0.00426439 0.00618875 -0.00739495 0.00276727 0.00996455 0.0161867 -0.000517984 0.0058086 -0.00532472 0.0205236 0.0266424 0.0163799 0.000141421 0.00656153 0.0106781 0.0133026 -0.00153416 0.00453272 -0.00471552
internal_weight=2424.52 92.2939 2332.22 1037.34 942.88 216.445 179.439 15.7046 163.734 157.196 150.374 16.2192 134.155 11.1978 124.298 120.199 114.588 34.1748 80.4136 18.0577 62.7072 57.6462 30.4073 22.2953 27.239 10.1713 16.1171 10.2759 11.7008 11.2021 726.435 90.6999 38.8217 32.5496 22.683 51.8782 43.4015 33.4318 27.2565 13.0258 14.2306 15.9261 635.735 141.859 131.956 123.9 26.9491 21.2666 96.9512 60.8387 36.1125 31.0565 21.8427 54.7792 43.599 25.0945 493.876 102.219 86.8973 82.4006 391.658 134.729 256.929
internal_count=15849 4005 11844 8083 4675 2286 966 101 865 827 780 73 707 44 646 616 587 155 432 80 329 296 135 103 161 51 75 50 54 47 2389 296 130 107 76 166 138 109 91 46 45 55 2093 467 438 409 91 68 318 194 124 106 76 172 135 79 1626 332 273 258 1294 446 848
is_linear=0
shrinkage=0.05


Tree=212
num_leaves=64
num_cat=0
split_feature=73 44 5 71 49 44 29 42 30 16 9 2 66 3 3 34 69 19 28 46 48 70 46 24 7 42 30 2 31 64 72 9 6 6 49 53 46 30 35 23 31 22 42 5 49 14 39 10 71 1 29 36 4 72 70 11 20 37 30 23 6 24 30
split_gain=2.96611 1.89343 3.21458 2.94251 2.6712 2.16202 3.88336 2.10187 3.78785 3.04378 3.24247 3.46044 4.68198 3.23892 3.34332 2.99135 2.70893 2.65887 3.76022 7.93207 3.16345 3.53437 2.90735 2.56174 2.96841 3.27906 2.68631 2.45715 2.05844 4.88009 2.04506 2.04328 2.00211 2.48002 3.17505 4.29546 2.28666 3.59383 2.71199 3.08632 3.11952 3.09793 2.91591 2.701 2.60135 2.44831 2.03656 7.21316 4.89038 4.01815 4.89972 3.61131 5.99114 3.04535 3.37519 3.00926 2.91527 2.32428 2.05573 4.07544 4.94622 5.33732 4.4387
threshold=1.0000000180025095e-35 11.950000000000001 1527.4659041731875 -0.091249999999999928 2.1550000000000007 11.825000000000001 4.7888888888888896 5.4650000000000007 0.20554346434515428 1.0000000180025095e-35 0.51666666666666672 169.60287727773098 1.9772727272727273 1392.6822361692418 1737.1102938500869 1.0650000000000002 0.47000000000000003 1.0000000180025095e-35 4.0500000000000007 3.0750000000000006 2.0750000000000006 0.0087499999999999523 2.0450000000000004 0.81666666666666676 35.65495551857942 6.2350000000000012 0.1155435473617291 238.88088289974965 0.20245629897528628 0.071742788461538462 0.087916666666666601 1.3785714285714288 1452.0438646543937 1471.8714751896109 4.2550000000000008 2.9950000000000006 3.9150000000000005 0.23112535612535609 3.4550000000000005 1.8660714285714286 0.16929280397022334 0.58571428571428574 4.6550000000000011 1489.2242865390033 2.6350000000000002 0.55000000000000016 0.17203065236423823 0.96666666666666667 -0.26041666666666657 1539.016537955574 4.9500000000000011 4.5850000000000009 1589.5193145752553 0.20874999999999991 0.058749999999999955 1.3095238095238098 2.5000000000000004 0.5816829180483275 0.12168037602820211 4.6333333333333337 1488.3471689440173 0.88194444444444453 0.15260706430327337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 7 -7 32 9 15 11 -11 -13 -12 28 -9 -14 22 -19 -20 -21 27 -17 24 26 -26 -24 -22 -15 -30 -28 -5 -2 34 35 36 37 38 39 41 44 43 -40 -34 45 -41 47 48 -35 50 56 57 -53 54 -51 -50 -49 58 -48 62 -61 -62 -60
right_child=1 2 -4 31 -6 6 -8 8 -10 10 13 12 16 14 -16 17 -18 18 19 20 21 -23 23 -25 25 -27 30 -29 29 -31 -32 -33 33 46 -36 -37 -38 -39 42 40 -42 -43 -44 -45 -46 -47 51 49 55 53 -52 52 -54 -55 -56 -57 -58 -59 59 60 61 -63 -64
leaf_value=-0.033458490289802051 0.025638803724241377 -0.046830384824398427 -0.043142272005897972 -0.012254703888116978 -0.0026663240455448642 0.045621843692573383 -0.0084544882148885805 -0.029724150112540006 -0.021651399945444044 -0.020958750003656306 0.032836950976455039 0.08539011114133345 0.04157796220080992 -0.031445231283629686 0.043447710219169378 -0.039691057784287664 -0.03631205400148995 -0.028451576753155572 0.046484041338516413 -0.028721897633565304 -0.028411173223953541 0.065886797439208958 0.013140982616663847 -0.0085373790347503045 0.037159955165751497 -0.036196475939184569 0.040283803006922636 0.031531639495724052 -0.027859626279885159 0.067442654870457031 0.087920699124041324 0.022319185807308461 -0.0053046963664919325 3.2374023733766707e-05 -0.047305200418022275 0.039103255161847324 -0.036829927315724709 0.028561770417442955 0.049392203316561488 0.015159489084764805 0.013458138263660133 -0.021158463786127513 -0.0086677765729422235 0.03996566064031376 -0.036534190145517287 -0.019991786647257509 -0.0012499311597269816 -0.031170875463991415 0.02857074610072375 0.013554267557524922 0.027470468296253703 -0.02462875987676455 0.029791731096444007 -0.011874895388034682 0.075710933596712118 0.076295871986992739 0.011690763638251203 -0.017461115618856281 0.0041100611971889777 0.038286058920057466 0.028905505894566638 0.002098597274338098 -0.0006243655989566075
leaf_weight=6.5735362693667403 7.8687699958682051 5.9974644146859664 6.4305359199643126 6.9668311700224903 7.9785377010703087 7.1086861174553615 6.2291600704193115 5.651560944505035 29.509086104109883 4.8281644545495492 2.9105196371674529 2.7267487235367298 2.2103214226663113 27.820733307860792 1.852170769125222 1.8545615617185855 2.2552693597972393 8.9805765906348807 9.3552565248683113 10.224096052348616 4.507603567093609 2.2629879601299763 4.1376331755891504 4.5361629016697398 3.427234783768653 2.742374811321497 5.0043507479131204 2.7542112674564123 4.6360124032944432 1.8912407383322714 4.0978713054209948 11.053419226780532 6.00461493432522 6.8524969816207912 4.6831212490797034 5.1938108950853339 6.2450869530439368 7.1197253763675681 4.006316911429165 6.2021820433437851 7.15804898738861 7.2113540694117537 4.69886264950037 7.3011323362588882 18.754989195615053 24.607548374682665 941.34515312220901 19.110563954338438 6.7041728124022466 5.8039391729980689 6.2289132401347151 29.65625929273665 6.0971267446875563 4.8642684742808333 3.5017945300787687 6.5105516612529755 5.0064686313271514 17.663405323401093 749.10732409264892 13.642391011118887 22.372613288462162 109.19366748258471 1459.815612481907
leaf_count=1176 39 27 45 34 38 27 23 86 351 43 13 14 15 301 17 16 28 63 47 80 47 15 21 36 15 35 24 22 46 17 22 41 22 37 20 19 33 27 19 24 28 31 27 30 82 123 3344 120 31 33 31 173 28 28 17 28 22 98 2658 51 80 397 5364
internal_value=9.84336e-05 0.000157533 -0.010884 -0.00440083 -0.0216183 0.000272391 0.0203666 0.000199576 -0.00559373 -0.00166685 -0.0109276 0.0117842 0.0337643 -0.0179079 -0.0219879 0.00514269 0.00224096 0.00822717 -0.000168502 0.00855872 -0.0094069 0.0113262 0.0206204 0.0252914 0.0331975 0.00455322 0.0465454 -0.00567647 -0.0255164 -0.000246241 0.0617302 0.00895253 0.000446003 0.000389728 -0.00702808 -0.00522314 -0.00754137 -0.00557597 -0.00840396 -0.0113857 -0.0173967 0.00523274 0.0180527 0.0195361 -0.0218527 -0.0129156 0.000627002 0.0094215 0.0343093 -0.00179762 -0.0120626 0.0004574 -0.0153483 0.0201856 0.0369441 0.0520837 -0.0222732 0.000627965 0.000724921 0.0015146 0.00962862 0.00665706 0.00098121
internal_weight=3739.05 3732.47 38.4268 31.9963 13.976 3694.05 13.3378 3680.71 150.177 120.668 51.1312 12.0205 7.19234 39.1107 36.2002 69.5365 4.46559 63.8849 38.0847 29.1042 19.7489 9.5248 25.8002 23.9456 19.4095 6.16961 13.2399 7.26181 34.348 6.52725 9.10222 18.0203 3530.53 3522.66 109.187 104.504 99.3099 93.0648 85.945 77.2399 56.7228 20.5171 8.70518 13.3057 49.5647 30.8097 3413.48 64.5832 20.0672 44.5159 30.3459 3348.89 35.7534 14.17 9.30573 13.2147 24.117 3313.14 3295.48 2354.13 145.209 131.566 2208.92
internal_count=15849 14673 185 140 65 14488 50 14438 1374 1023 494 100 57 394 381 529 43 443 274 211 164 84 169 153 117 50 67 69 364 63 46 75 13064 13025 485 465 446 413 386 340 257 83 46 52 229 147 12540 347 96 251 173 12193 201 78 50 59 142 11992 11894 8550 528 477 8022
is_linear=0
shrinkage=0.05


Tree=213
num_leaves=64
num_cat=0
split_feature=65 73 65 28 53 4 52 1 3 42 45 72 71 4 65 13 29 9 29 2 72 24 59 29 65 31 2 7 15 70 11 27 73 6 4 66 70 28 49 8 37 28 7 8 28 60 37 18 25 26 45 3 5 2 27 29 53 3 26 26 66 6 70
split_gain=4.8047 3.6115 3.17323 2.07505 3.7618 2.81076 4.16299 3.71012 3.38254 2.79305 2.66574 2.43117 3.20639 2.97174 3.11916 2.66128 3.26125 2.30266 2.26733 2.01771 2.43571 2.32967 2.77232 2.0529 2.0621 3.29011 4.36596 4.7442 3.91377 3.73882 3.68956 5.0989 5.914 5.16254 3.71642 3.80617 4.59522 5.15997 4.08724 3.70791 3.99528 3.649 3.54048 4.08404 4.03911 3.85636 3.76583 3.66583 4.23 3.47834 3.47318 3.46629 4.00543 4.99902 4.66504 4.51732 3.95948 3.27835 3.23012 6.08278 4.18072 3.19145 3.086
threshold=-0.84307692307692295 1.0000000180025095e-35 0.91500000000000015 2.3166666666666669 3.5350000000000006 1545.0264493378374 2.5350000000000006 1404.231137955047 1400.0962246074457 1.4750000000000003 1.0950000000000004 0.4595833333333334 -0.22458333333333322 1528.2176235639738 0.04424010217113656 0.45000000000000007 2.9500000000000006 1.3785714285714288 4.2361111111111116 -323.73913880835715 0.004166666666666651 0.30952380952380959 2.7822673972755543 9.3809523809523832 -0.047717391304347843 0.12681311751103638 -21.32910633499068 -14.30351159138422 0.90000000000000013 -0.38124999999999992 1.4833333333333336 0.46118055555555559 5.5000000000000009 1479.9315720024906 1589.5193145752553 2.7119815668202771 -0.49958333333333332 5.0500000000000007 3.9750000000000005 0.86190476190476206 0.60524136915817628 3.183333333333334 50.694885344081293 0.86190476190476206 3.0500000000000003 0.054411350449050759 0.36070008741886445 4.5000000000000009 0.38750000000000007 0.49950000000000006 1.1450000000000002 1428.4444291467792 1511.1556072898177 74.549925109005258 0.50050000000000006 4.5857142857142863 2.4250000000000003 1407.6470431585847 0.45118055555555558 0.51816666666666678 2.6950483091787443 1467.1111238543742 -0.042916666666666596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -9 17 18 12 -10 14 15 16 -14 -7 -8 20 -5 -22 -23 24 25 26 27 -21 -29 50 34 32 39 61 42 38 -37 41 62 -32 58 -38 43 45 46 -27 49 -46 -49 -45 -28 57 -53 56 55 -55 -54 -35 -41 -60 -61 -33 -36
right_child=1 2 -4 19 -6 9 10 8 11 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 23 21 22 -24 -25 -26 30 29 28 -30 -31 31 33 -34 51 35 36 37 -39 -40 40 -42 -43 -44 44 47 -47 -48 48 -50 -51 -52 52 53 54 -56 -57 -58 -59 59 60 -62 -63 -64
leaf_value=-0.035380385890763658 -0.033488992276753837 -0.033901952867275542 0.034645887916237544 -0.025241062509969776 0.021306899476755348 0.023554996289952827 -0.023728692242987053 0.023088009259055204 0.019993932595821204 -0.034522744751531484 0.036766547890802297 -0.037637119490611423 -0.0014850573088785865 0.019933336040968339 0.009989564739289419 0.0017182476955210331 -0.037832708480458423 -0.020365835435402237 0.020592758105896405 -0.0039373364372877881 -0.028735200541375752 0.050333273603504092 -0.0051536363007553118 -0.025841305562758349 0.0013314665432614756 0.045206963658076325 0.0021691968482983339 -0.030711070829993727 0.0074380608948559886 -0.0034753674366800901 -0.042713044901086517 -0.0077261669845671514 0.030161364996936592 0.0014378131067098556 -0.0021080272922178846 0.030721248429333964 0.012227015082248783 0.0032760259868174209 -0.03092740013960639 -0.028682532132400081 -0.04121190080498234 -0.031424410147434668 0.037512186222287074 0.0203029558648187 0.0014145775936426587 0.010972512394680951 -0.04353458952282277 -0.011831203993460339 0.026103415105378822 -0.03010090634391302 0.039828522735123446 -0.012518791354307566 0.0081864565108568325 -0.0073668673460460772 -0.022487413908547055 0.045342494486341277 0.053778100699261006 0.034232418664603734 0.017321323561515466 -0.0015481670000723987 -0.050195705982421401 0.034836069936690708 0.018191206225085983
leaf_weight=9.5168147012591344 7.9459882830269626 12.475663177669047 6.6953437784686676 16.665530622005466 12.200429409742354 4.845235727727415 5.2775082960724848 9.6995021253824216 10.441538095474234 17.06731953471899 8.9745131731033307 6.4486510232090941 8.5216015726327985 7.23585221171379 10.531523466110228 10.135428957641123 22.374580219388008 7.769450843334198 6.3665041327476501 60.983095306903124 3.9608036801218978 3.7462985143065435 5.6405148282647133 7.3717800229787818 2725.2900270745158 9.2684351205825788 16.120105199515823 42.433492451906204 7.9887662008404723 244.12055828049779 12.908029600977896 6.0727724283933666 6.8674721978604785 24.73274427652359 39.919610410928726 5.8336966559290877 5.4877373203635207 23.509349942207336 7.6594654768705359 13.729929491877554 10.718400709331034 37.524794921278954 8.5634679757058603 7.8076591491699237 226.47775077819824 73.141006000339985 8.8391006737947446 9.5014881789684278 32.433474898338318 6.0946857333183289 9.8716579675674421 88.876844741404057 13.974899008870127 10.697395622730257 20.843920715153217 6.5560755655169478 7.2238521426916114 11.014358520507811 21.675113782286644 10.547850370407106 7.5975115895271292 16.030730605125427 35.261320143938065
leaf_count=227 1145 43 179 144 36 18 24 36 33 79 31 23 27 23 35 34 79 31 27 225 22 19 33 26 9238 33 56 151 30 829 47 20 24 90 150 20 22 90 28 47 35 160 36 30 771 251 28 30 109 23 30 315 48 37 72 24 23 38 71 34 24 54 132
internal_value=0.000105799 0.000187244 0.0002519 0.000196169 -0.00537997 -0.00757747 -0.00413057 -0.00843248 -0.00471128 -0.0213366 0.0162881 -0.00827373 -0.005539 -0.0100731 -0.014284 -0.0205142 -0.0278075 -0.00349607 0.000504595 0.000421323 -0.0124937 0.00342232 0.0169913 0.000519665 0.000569059 -0.00114966 -0.00499095 -0.0133195 -0.0246668 -0.0015559 0.000621587 -0.00392274 -0.0143019 0.000311292 0.00307479 -0.00345017 -0.0118285 -0.01556 0.00386776 -0.0182584 -0.0133468 -0.0258552 0.00572482 0.00499614 0.00221476 0.0148228 -0.0180175 0.00392895 0.0175083 -0.00179373 0.0164722 -0.00243255 -0.00580405 0.00426042 -0.00656904 0.0126619 0.0237226 0.0115425 -0.0077695 -0.000558774 -0.021917 0.0231424 0.00741271
internal_weight=4156.11 4146.59 4138.64 4131.95 160.365 148.165 118.483 97.8643 85.3887 29.682 20.6185 75.6892 69.2405 58.799 51.5631 41.0316 30.8962 12.6147 11.644 3971.58 30.0131 13.3476 9.38681 3941.57 3934.2 1208.91 381.518 111.405 50.4223 270.112 827.391 290.068 84.0443 206.024 537.323 155.196 72.3556 66.5219 82.8404 77.1768 64.2688 43.0125 382.127 373.564 291.154 82.4094 22.7414 268.413 41.935 13.9023 25.9918 183.92 148.173 59.2961 38.0974 17.2535 21.1988 35.7471 53.5504 39.8205 18.1454 22.1035 75.1809
internal_count=15849 15622 14477 14298 579 543 415 333 290 128 82 254 231 198 175 140 106 49 51 13719 218 74 52 13501 13475 4237 1321 406 181 915 2916 1003 282 721 1913 602 292 272 310 258 211 182 1311 1275 991 284 81 910 139 53 86 647 519 204 133 61 71 128 176 129 58 74 282
is_linear=0
shrinkage=0.05


Tree=214
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 21 6 69 23 23 27 74 71 55 18 15 35 17 11 60 29 30 42 74 39 71 11 1 69 30 16 31 1 0 74 27 9 60 26 12 13 8 30 59 6 30 24 2 26 3 55 72 25 29 27 28 50 8 11 37 11 8
split_gain=19.1504 21.8521 6.34224 40.0517 3.86745 14.2589 1.74054 2.40247 3.00686 2.14015 3.36668 2.32458 2.23947 3.01278 2.68868 3.08081 2.5802 2.72376 2.43162 2.97163 2.32363 2.31054 2.84392 2.09783 2.54771 4.55543 2.13459 3.35937 2.58932 1.67782 2.7104 1.65018 5.54397 4.51403 4.04671 4.08012 3.64215 3.28854 2.7776 2.67543 2.48327 3.48441 4.00361 3.25022 2.73024 2.69744 3.19393 2.74868 3.34479 3.77008 3.19326 3.22716 3.09434 2.82938 2.81854 2.80895 2.64149 2.60837 3.33499 2.73779 2.8582 2.61525 2.55464
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 0.58571428571428574 1488.5830718326517 0.63000000000000012 4.6333333333333337 3.7750000000000004 0.55292857142857155 1.5000000000000002 -0.58833333333333326 1.5950000000000004 1.5000000000000002 0.70833333333333337 3.1850000000000005 1.5000000000000002 0.79285714285714304 0.066073294521570361 3.7888888888888892 0.13586239961644489 3.5950000000000002 2.5000000000000004 0.34551828016277425 -0.21124999999999991 1.0333333333333337 1538.0708654542905 0.17000000000000001 0.17179608585858588 1.5000000000000002 0.17802414673786857 1591.2724672897823 1568.5352318291195 1.5000000000000002 0.58683333333333343 0.7238095238095239 0.056640564787125806 0.46950000000000003 0.22500000000000003 0.63333333333333341 2.2761904761904765 0.047394429469901155 2.2179468107965161 1467.1111238543742 0.079455266955266918 0.35416666666666669 -71.572355195288182 0.48950000000000005 1516.9167978931516 1.7450000000000003 -0.13124999999999992 0.22500000000000003 3.9500000000000006 0.46387499999999998 4.0500000000000007 1.5250000000000001 1.9666666666666668 2.0690476190476201 0.33180664179847086 2.4142857142857146 1.7928571428571431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 31 -6 9 -8 29 10 12 -12 14 -14 15 -7 20 23 19 -19 -15 -22 -23 24 25 -18 -26 28 -28 30 -9 40 34 39 -33 37 38 -36 -35 -34 43 42 44 -5 -42 -45 56 48 49 52 51 53 -48 54 -50 -52 -47 59 -59 -49 -61 -62 -46
right_child=2 -3 3 4 5 6 7 8 -10 -11 11 -13 13 16 -16 -17 17 18 -20 -21 21 22 -24 -25 26 -27 27 -29 -30 -31 -32 32 33 36 35 -37 -38 -39 -40 -41 41 -43 -44 45 62 46 47 57 50 -51 55 -53 -54 -55 -56 -57 -58 58 -60 60 61 -63 -64
leaf_value=0.033607149053521218 0.0028799791315645127 -0.033960313950786546 -0.033984312217045294 0.046541584269255573 -0.034014271217674689 -0.026497526355481284 -0.033316782455886852 -0.032524520303904958 -0.040381552871919774 -0.024263290373604904 0.044575109867875377 0.0032342386668264391 0.041000375786805612 -0.03164464701022407 0.04415839435029114 0.027384695557380153 -0.042457652265091322 0.037124998681766254 -0.033912416231627635 -0.0093372979429339458 -0.021692127894674604 0.038344424085821664 -0.012970696616303066 0.041585632467587445 -0.012160772247232762 0.025870357303152278 0.02739730215890401 0.037508897571554511 -0.024770505497347536 0.022693318518721819 0.028503404468428202 0.031870877751293776 0.010540222612019956 0.0013400801177797155 0.0024096398947645002 -0.0082685352128785382 -0.017292213991777852 0.047009741047953052 0.046844067906212386 -0.030585122369963098 -0.022323620309127282 0.030305813114517501 -0.03376770989204219 0.025958630956793623 -0.0032477615646481664 -0.041455624586203929 -0.0099546651355044077 9.3279453263028848e-05 0.021707987886654144 0.037239812118421138 -0.016249894507260984 0.021307251006523184 0.028456977894299088 -0.03624577520651151 -0.023393481496259635 0.024609883562308459 0.0012580485462570031 -0.042095401893752271 0.010266777674028714 -0.0016124499671620303 0.04762376115378876 0.0078165640050279605 0.013070066237569726
leaf_weight=14.255051564425228 1294.2459149286151 74.527801284333691 91.343960934784263 4.3962820768356314 35.7791262853425 4.8274645903147775 8.3311447296291608 4.7579136658459964 4.0047535132616749 6.9962657941505304 8.1629815232008678 5.8281050231307736 4.1029000356793395 12.194336385466157 6.3560124598443499 5.8891484104096889 6.0551958605647069 4.1910917628556552 7.3949833400547496 19.238384174183011 9.8006324246525782 5.2252225186675769 5.5869609396904707 4.8234299421310416 6.0718106925487474 4.0849706046283245 4.3216523081064313 13.255523527041076 5.2903570979833603 8.8875444177538139 2.9457532274536788 27.677995521575212 5.1192297041416195 6.0874009132385272 8.1258641034364718 20.55329293012619 7.3548136353492728 8.411281652748583 7.4674820601940155 17.38501120172441 15.907641574740408 7.648200672119855 10.754728203639386 12.723692357540129 155.59968819655478 7.3687489181756956 11.938870027661325 227.23039969801903 6.6515848673880154 19.76388294249773 5.3258544132113483 7.3178042769432059 9.3484824597835523 10.428681805729864 7.2285597771406174 20.00797425955534 7.1139490753412247 7.6454192325472814 5.049093633890152 12.645556107163431 9.2653020769357699 7.4385316893458358 28.356408037245274
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internal_value=-0.000320895 -0.0231116 0.000549271 -0.0023763 0.000696041 -0.00520369 0.000567173 -0.0106607 -0.00149617 0.00273681 0.00406055 0.0273542 0.00152848 -0.0010507 0.0183937 0.00311261 -0.00265513 0.00247664 -0.00891571 -0.00102607 -0.0143441 -0.00410935 0.0118285 0.0104753 0.00663543 -0.0149317 0.0141924 0.0211897 -0.00131536 0.0078899 -0.00918846 0.00243995 0.00813615 -0.00568898 0.0174031 0.00660674 0.0110372 0.0250946 0.0264086 -0.02123 0.00144145 -0.00284617 -0.00405002 0.00378758 -0.0024509 0.00331113 0.00255633 0.00346447 0.010634 0.0215142 0.00279259 -0.00780298 0.00691406 -0.0165662 -0.00178014 0.0160201 -0.0204745 0.000854886 -0.021269 0.00194948 0.0163207 0.0298969 -0.000732406
internal_weight=2414.11 88.7829 2325.33 1031.09 939.741 214.404 178.625 28.9271 20.596 149.697 142.701 13.9911 128.71 111.637 17.0726 10.7166 107.535 74.7274 30.8245 23.4295 32.8072 20.6128 10.8122 43.9029 39.0795 10.1402 28.9393 22.8675 9.61201 16.5912 7.70367 725.338 108.182 43.4139 64.7684 37.0904 20.9097 16.5371 13.5549 22.5042 617.155 218.267 210.618 398.889 199.864 394.492 381.769 367.286 98.0117 41.0512 56.9605 31.6266 21.2874 24.3088 13.8801 25.3338 14.4827 269.274 12.6945 256.58 29.3494 16.7038 183.956
internal_count=15849 4005 11844 8083 4675 2286 966 194 120 772 725 62 663 589 74 50 573 385 190 139 188 103 53 195 176 47 129 101 41 95 55 2389 386 161 225 138 72 56 45 89 2003 737 711 1266 665 1253 1214 1168 305 124 181 100 67 77 43 81 46 863 61 802 90 50 613
is_linear=0
shrinkage=0.05


Tree=215
num_leaves=64
num_cat=0
split_feature=73 29 10 72 4 0 2 60 4 53 41 72 56 66 31 52 66 28 28 1 11 52 2 2 69 22 55 31 13 4 8 36 4 3 27 29 27 65 12 66 34 30 3 27 26 18 18 23 12 49 39 70 25 71 10 29 36 4 71 1 34 6 1
split_gain=2.77282 1.80461 2.76587 2.94706 2.84772 4.44527 2.45895 2.79763 4.44662 3.99487 3.10983 1.97378 2.00579 1.93846 1.89622 1.77846 3.04349 2.29488 2.28024 2.11306 2.03256 1.90816 2.02551 3.01563 3.39919 1.84224 4.04103 5.14223 4.5321 4.33793 3.2562 3.19048 3.05542 3.11129 4.3091 3.0506 5.75493 4.15122 5.15361 4.29478 5.36271 3.72146 3.85306 3.68209 5.45943 4.7947 3.52398 3.43946 3.24137 2.9779 3.56362 2.88566 4.62193 4.05054 4.56529 2.84316 2.7461 2.68638 2.52485 2.51821 4.03297 2.97971 2.49639
threshold=1.0000000180025095e-35 2.2928571428571431 2.755555555555556 -0.34458333333333324 1471.3976337786305 1477.4186358344289 117.80724245442458 0.058149767143676707 1485.2232765200945 2.1450000000000005 1.5850000000000002 -0.01749999999999995 1.3550000000000002 1.8856209150326799 0.41421362489486963 4.2750000000000012 2.7090053763440864 8.4500000000000011 6.5857142857142863 1470.385402680243 1.6904761904761907 4.1350000000000007 314.99668621882569 301.53750036809805 0.45000000000000007 0.90000000000000013 1.8950000000000002 0.12208672086720866 0.77500000000000013 1397.3746875593272 2.2761904761904765 3.0350000000000006 1368.0486526137154 1515.7849339992736 0.46527777777777785 4.1833333333333345 0.37527777777777788 0.051050454921422607 0.36666666666666675 2.4907407407407409 1.425 0.18153409090909092 1510.4477579821262 0.49414285714285716 0.42211111111111116 3.5000000000000004 2.5000000000000004 1.2916666666666667 0.55000000000000016 3.9750000000000005 0.28008035188085445 -0.28124999999999994 0.43650793650793651 -0.059999999999999942 1.5166666666666668 4.6833333333333345 10.775000000000002 1525.8520793141338 -0.18458333333333327 1291.6416815433988 1.3950000000000002 1462.4552927815864 1518.2123685244692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 15 -4 6 5 -7 -8 8 11 -11 13 12 -14 -15 -16 16 18 20 -20 -21 -22 -23 -24 24 -26 26 27 31 -30 30 -32 -33 -34 -35 -36 37 43 41 39 40 -42 -43 -44 44 48 -47 -48 -49 -50 50 -52 52 -54 54 -56 -57 -58 -59 62 61 -62 -63 -64
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leaf_weight=6.1519834147766224 5.487370245158675 5.4165344908833486 6.1991232940927139 8.5103999702259916 6.0022301115095598 6.2774996608495712 16.616839667782187 10.882564708590509 12.492929067462685 8.4744041375815851 7.6568619236350042 5.2784942239522916 7.9032743237912655 7.2779406011104584 5.2955661704763761 2.2257009744644147 4.2082156920805573 8.3253077408298832 2.8531415574252605 3.02872509136796 3.4968911558389655 7.3617583038285366 22.01079592294991 3.0063327383249989 3.6615930683910847 5.3875065222382599 4.9740653261542347 9.590138107538225 7.8790466301143161 3.4153334945440283 15.953398098237811 11.112615128979085 9.9647509912028891 5.3052830751985303 6.2894239500164986 6.4426864087581661 56.844752898439765 10.115971650928264 8.4476472735404986 4.3240511789917937 11.541255846619604 8.5821668421849591 8.5450566746294481 4.7933508157730094 7.6162154097110095 6.033140927553176 12.024316929280756 17.503312833607197 5.7070657219737759 12.005974300205709 8.3640426993370038 7.7026175260543743 10.514964647591112 6.77446573972703 10.37407700717449 11.662849418818949 5.400570783764123 8.1966104730963689 8.9209690764546412 15.146576462313531 5.9821201115846634 3177.4964023157954 9.6997640943154675
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internal_count=15849 14673 551 524 72 44 452 329 214 115 105 109 61 67 75 14122 122 14000 81 41 69 13931 13875 13649 48 13601 1339 186 1153 1121 1005 92 116 70 43 923 407 516 405 153 57 111 75 396 140 256 252 96 125 94 71 210 149 113 57 61 12262 56 102 12156 50 12106 73
is_linear=0
shrinkage=0.05


Tree=216
num_leaves=64
num_cat=0
split_feature=65 73 65 28 69 56 59 55 31 39 9 72 4 47 29 27 14 31 6 74 9 52 65 45 34 29 59 56 65 11 70 3 55 59 30 69 4 9 29 7 47 9 10 72 13 27 24 52 51 3 11 27 30 11 65 28 55 66 27 72 3 3 3
split_gain=4.62803 3.37611 3.06005 1.94035 3.70723 2.94579 1.95191 2.9374 2.08529 3.05707 3.15517 3.65465 4.26221 3.31016 3.5351 3.13124 2.97078 3.51972 2.89922 2.47455 2.86552 2.38433 2.88215 2.54589 1.91491 3.17542 2.06412 2.64488 1.95065 3.00867 3.95221 3.61986 2.86003 2.8366 2.3516 2.56239 3.85758 3.19936 4.25308 4.0345 4.31533 3.17272 2.90334 6.67742 2.88679 3.11377 2.65045 2.27047 2.21926 2.18403 2.17159 3.18406 3.43714 2.16815 3.21849 3.58977 3.26476 3.85229 3.07583 4.14731 3.19854 3.68371 3.46343
threshold=-0.84307692307692295 1.0000000180025095e-35 0.91500000000000015 2.3166666666666669 0.83000000000000007 1.425 3.0173088295501076 1.3950000000000002 0.10930934873949581 0.17852092288105412 1.4083333333333334 0.083749999999999963 1448.6551747652195 1.6950000000000001 3.8452380952380958 0.38828571428571429 0.55000000000000016 0.14870448961358054 1504.2965348116518 1.0000000180025095e-35 1.0333333333333337 2.2750000000000004 -1.0000000180025095e-35 1.385 6.9850000000000012 8.2750000000000021 2.7434025437780138 1.5250000000000001 -0.30795986622073573 0.93095238095238109 0.13041666666666663 1490.531599183932 1.9350000000000003 2.7822673972755543 0.081190947044605513 0.63000000000000012 1586.5514302404833 1.0333333333333337 5.5857142857142863 0.97131771967258385 1.7650000000000003 1.6904761904761907 0.96666666666666667 0.015833333333333251 1.0000000180025095e-35 0.47763888888888895 0.73214285714285732 2.4850000000000008 1.175 1564.7489150346316 0.4555555555555556 0.47612500000000008 0.16525332375134746 2.5444444444444447 -0.20801843317972349 3.6125000000000003 1.4950000000000003 2.5571895424836604 0.46211111111111119 0.56208333333333338 1589.7958729242685 1418.8544620279927 1483.1463641147118
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 -4 24 5 -7 7 -9 9 10 15 12 19 14 -16 16 17 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 53 32 -32 50 -34 -35 35 36 -38 38 46 40 -42 -43 43 -45 45 -47 -48 -49 -50 -51 51 52 -54 54 55 58 57 -59 59 -61 -62 62 -64
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leaf_count=227 1145 57 179 80 21 26 20 25 12 31 13 14 21 21 27 70 15 63 40 22 22 19 23 17 26 14 102 29 12197 21 44 27 20 25 21 35 25 122 36 30 30 21 45 23 31 65 19 21 23 19 28 29 28 36 56 130 30 20 18 53 41 36 63
internal_value=0.000101491 0.00018023 0.000240819 0.00018693 -0.00521829 0.0196131 -0.00755676 0.0115846 -0.00930443 -0.00582211 -0.00428652 0.00332455 -0.0123989 0.0134701 -0.0047295 -0.0147704 -0.0192324 -0.00746806 0.0265318 -0.0234699 -0.0095582 -0.0205044 -0.0016041 -0.0304525 0.000404506 -0.0152112 -0.0227987 -0.00102087 0.000481822 -0.00399613 0.00479046 0.0100211 -0.00773302 0.0229928 -0.00896305 -0.0077605 0.0057761 -0.0109214 -0.00555976 -0.0106541 0.000974882 0.0152303 -0.00878332 0.00229089 -0.0232124 -0.0329993 0.0191383 0.0259961 -0.00320919 -0.0230346 -0.00211698 0.00515419 0.0182772 0.000757834 0.00714092 0.00932778 -0.00532095 0.0120257 0.0144619 0.00758853 0.000358622 -0.00730281 -0.0138905
internal_weight=4147.84 4138.64 4131.2 4124.73 159.608 13.7373 145.871 12.2042 133.667 101.964 98.8541 57.2743 22.4624 34.8119 14.5452 41.5798 37.6033 22.1102 20.2667 17.8503 11.4541 31.7029 10.9324 20.7705 3965.13 19.5353 17.1111 6.65114 3945.59 229.078 68.3548 57.4758 160.723 27.7839 155.437 149.713 28.3415 121.371 84.5067 70.0565 36.1247 22.4456 27.391 18.725 36.8645 24.7534 14.4502 16.902 12.1111 33.9318 29.6918 23.032 15.3722 3716.51 128.438 119.328 30.9684 14.4596 88.3601 57.2703 44.4394 33.5086 28.939
internal_count=15849 15622 14477 14298 579 47 532 45 487 371 359 198 79 119 48 161 148 78 71 65 44 116 42 74 13719 171 157 55 13548 868 261 217 607 105 587 566 102 464 324 269 128 77 98 68 140 96 55 56 44 141 112 85 57 12680 483 447 106 50 341 211 158 117 99
is_linear=0
shrinkage=0.05


Tree=217
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 65 72 28 64 48 17 19 69 8 11 36 30 70 55 27 72 69 6 39 26 42 9 60 24 74 72 9 3 31 42 11 23 6 27 55 71 69 52 30 21 10 2 3 38 17 31 2 28 0 0 66 23 12 26 66 28 4
split_gain=18.8734 20.5377 5.93361 38.7643 3.63581 13.8382 1.72777 1.78465 3.56063 3.59722 3.24418 2.16765 3.54906 3.45581 3.33366 4.40378 2.91679 2.8537 4.22768 3.14025 3.02343 2.67613 4.07331 2.4859 3.08073 3.15304 1.8106 1.76341 1.68043 1.67236 1.62374 3.30301 3.58368 2.80909 4.0901 4.0376 4.22626 3.88291 3.8764 3.38714 3.87292 3.317 3.10772 3.62062 4.23916 4.20457 4.57031 2.92463 2.73091 2.65466 2.62858 2.59202 2.58567 2.52562 2.34811 2.81404 2.27422 2.21301 2.68935 2.73538 3.24249 3.70061 3.41669
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 0.27259259259259255 -0.41999999999999987 4.7888888888888896 0.029605263157894701 1.885 1.0000000180025095e-35 3.5000000000000004 0.83000000000000007 2.2761904761904765 1.2583333333333335 2.2250000000000005 0.12864214992927861 -0.43291666666666656 1.4750000000000003 0.49950000000000006 -0.19874999999999993 0.43000000000000005 1523.010920621223 0.29776791184709611 0.51154761904761914 3.5950000000000002 1.1222222222222225 0.068074314881466813 0.38750000000000007 1.5000000000000002 0.58541666666666692 0.51666666666666672 1494.6176395585019 0.13804446460980038 4.0750000000000011 0.96666666666666667 1.8660714285714286 1502.247522805267 0.58133928571428584 1.385 -0.35833333333333328 0.73000000000000009 2.8050000000000002 0.15961916681566243 0.23611111111111113 1.3166666666666669 20.737119683056907 1470.8792656542637 0.26317217550533606 4.5000000000000009 0.19597736001617141 -369.63199859079879 4.8660714285714297 1322.9308112400765 1335.865387187682 3.7750000000000004 4.354166666666667 1.0000000180025095e-35 0.43050000000000005 1.9772727272727273 5.4722222222222232 1545.0264493378374
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 30 -4 -5 -6 7 8 10 -10 -7 12 14 21 17 -16 -17 19 -19 20 -9 22 27 24 25 28 -21 -13 -20 -23 50 32 -32 39 35 36 -35 -36 47 40 48 -42 43 44 45 -43 -47 -39 -34 -49 52 -52 -2 -40 -54 -56 57 -57 -59 -60 61 -61 -62
right_child=2 -3 3 4 5 6 -8 11 9 -11 -12 13 -14 -15 15 16 -18 18 23 26 -22 29 -24 -25 -26 -27 -28 -29 -30 -31 31 -33 33 34 37 -37 -38 38 53 -41 41 42 -44 -45 -46 46 -48 49 -50 -51 51 -53 54 -55 55 56 -58 58 59 60 62 -63 -64
leaf_value=0.033589376973997352 0.036400706555156606 -0.033939226846564315 -0.033962388731693625 0.0023728668299020004 -0.033991973307345283 0.042658406897112255 -0.020764942866848483 0.053810622643551069 -0.041563072761159781 0.023506449737320401 -0.0097411195352847847 0.043587210144523568 0.032821880017073791 0.034454933517011024 0.070300433405709434 -0.039775342637570987 0.023659451115150842 0.044471394285508642 0.032001656083289566 -0.03606211795835592 0.0058129833152096265 -0.041145356130246911 -0.027684339908722141 0.017200365886593461 -0.03538456541555305 -0.032348117714175673 0.008063980319004382 0.0033226951726068772 -0.0099064007805665377 -0.013838351940135891 -0.022121309858083266 0.033887225030805074 0.036106583727501154 0.022775422402988393 -0.041228281818817332 0.032509464841557083 -0.015523870892117207 -0.042232907595533539 0.022511767625516144 -0.017435394354837468 0.041139332947703805 0.029580021111024587 -0.020955028604193016 -0.02582035001964185 0.040937689701765138 -0.032775053666885698 0.015944052834541467 -0.030668473246668833 0.0054441575932787914 0.010172267963723967 0.043293086041190657 0.0027822631143141988 -0.018547191623442864 -0.0053514007168476404 0.02899890066270925 0.00064228928525547277 0.027406365246078486 -0.010140763878423361 0.044997917766595855 -0.013760121186451521 0.042998523447169194 0.02943798768320921 0.0024822188237531434
leaf_weight=13.343926922418175 5.3199889063835135 72.076680164551362 88.339973476715386 724.10045412369072 34.611212306190282 11.235915742814543 9.0099020078778249 5.68180149048567 4.5881072431802732 3.9547822512686253 4.0073755970224729 5.4126473404467124 9.886881170794366 4.4535898286849251 3.7091347556561223 2.5455461498349887 6.2895552907139063 3.1294066794216553 5.2752878852188676 4.1864261478185636 7.7646361719816923 6.9157885592430821 6.1006855033338061 4.9246028922498217 17.444708397611976 6.3587279971688977 5.2276088017970324 5.4645741879940033 4.3765055499970913 29.624856924638152 11.382011976093052 10.516506370157002 26.857501048594713 12.903603464365007 7.3712353259325019 16.216446354985237 16.304495055228472 8.0909382179379481 16.38360607624054 8.8214604556560499 6.586812298744916 10.943923488259317 10.477632552385328 6.4195657670497885 11.11813050508499 9.9582364708185214 9.3181567192077619 6.4906358271837261 9.952571898698805 10.281850963830946 7.5714265666902056 8.2520086020231229 14.469462677836416 16.149731487035751 9.3789549916982633 932.41482142359018 8.3902907632291299 13.055853292345999 6.7237351834774008 17.55012992024422 11.835730820894243 6.9096564799547187 9.2856858521699888
leaf_count=1176 17 2829 3408 2389 1320 48 80 22 27 18 24 20 39 20 13 18 38 14 25 23 35 46 28 21 104 55 29 33 20 166 36 32 78 37 21 50 48 24 48 26 20 32 30 20 33 28 26 21 28 30 22 25 42 49 27 2698 26 37 19 49 35 20 27
internal_value=-0.000309163 -0.0233903 0.000541281 -0.00230107 0.000686234 -0.00506968 0.000567765 0.00170805 0.0144007 -0.0114403 0.0288829 -0.000377345 0.00462263 -0.00786374 0.00099777 0.0245779 0.00538279 -0.00359748 -0.0114102 0.0105886 0.0260944 -0.0113853 0.00501745 -0.0159667 -0.0208489 -0.0050111 -0.0115589 0.0233588 0.0129989 -0.0190066 0.00279244 0.00648008 0.00523787 0.00664919 0.00100088 0.0125035 0.00139606 -0.00706638 -0.0026791 0.0122841 0.0148637 0.00750854 0.00370469 0.00911479 0.01454 0.00482817 -0.00922437 -0.0175427 0.0278162 -0.00563233 0.00194155 0.0221665 0.00163245 0.00868033 0.00145287 0.00173783 0.00148372 0.00126574 0.0101596 0.0152268 0.0108352 -0.00155707 0.0251862
internal_weight=2403.74 85.4206 2318.32 1024.62 936.281 212.18 177.569 168.559 23.7862 8.54289 15.2433 144.773 86.8008 57.9721 76.9139 12.5442 8.8351 64.3697 41.5092 22.8605 13.4464 53.5186 16.9779 38.3798 33.4552 16.0105 9.41403 10.8772 9.65179 36.5406 1293.7 242.545 232.029 220.647 110.193 45.4245 29.2081 64.768 57.3968 110.454 101.633 64.8225 58.2356 47.758 41.3384 30.2203 19.2764 24.8634 36.8101 16.7725 1051.16 15.8234 1035.33 32.5333 1030.01 1015.54 1006.17 997.776 65.3608 52.3049 45.5812 24.4598 21.1214
internal_count=15849 4005 11844 8083 4675 2286 966 886 117 45 72 769 456 313 417 69 56 348 239 109 57 293 81 225 204 100 52 53 45 212 3761 717 685 649 328 135 85 193 172 321 295 189 169 139 119 86 54 75 106 51 3044 47 2997 97 2980 2938 2911 2885 187 150 131 69 62
is_linear=0
shrinkage=0.05


Tree=218
num_leaves=64
num_cat=0
split_feature=73 44 5 71 49 44 29 42 30 16 9 2 66 3 70 64 31 38 34 35 53 19 27 42 31 66 12 69 5 9 4 66 34 35 3 0 0 42 0 10 7 66 0 41 41 3 70 25 25 59 4 5 4 23 1 6 60 0 71 14 26 56 69
split_gain=2.59299 1.78176 3.07922 2.73708 2.53015 1.99777 3.53703 1.92394 3.53896 2.81979 3.04042 3.13374 3.96111 3.09245 3.16288 3.40316 5.99146 2.81155 3.4698 4.30802 6.08526 3.48591 3.20094 2.91855 2.70384 3.1109 2.55039 2.48758 2.29819 1.88724 1.88136 2.31094 4.01586 1.88109 4.66441 3.75774 3.64041 2.74294 2.74012 2.77389 2.55427 2.63961 2.85205 2.47222 4.18429 3.64123 5.77646 3.83011 2.97406 2.45896 2.82478 2.36501 2.12335 1.90294 1.88458 2.13676 7.1396 3.28035 4.72679 3.67348 3.37622 3.84786 4.78144
threshold=1.0000000180025095e-35 11.950000000000001 1527.4659041731875 -0.091249999999999928 2.1550000000000007 11.825000000000001 4.7888888888888896 5.4650000000000007 0.20554346434515428 1.0000000180025095e-35 0.51666666666666672 169.60287727773098 1.9772727272727273 1392.6822361692418 0.34125000000000011 0.071742788461538462 0.19456735496558503 0.306381223906741 1.405 3.6450000000000005 2.5550000000000002 1.0000000180025095e-35 0.42211111111111116 6.1850000000000014 0.17843300110741969 2.3964285714285718 0.36666666666666675 0.47000000000000003 1518.9001053579893 1.3785714285714288 1470.3309775426844 2.4527629233511594 1.2050000000000003 4.1650000000000009 1528.5222767997791 1434.3659651942851 1482.3231790725379 1.5350000000000004 1531.6657842666548 1.7238095238095241 -54.948483153192562 2.7759856630824378 1379.4776691305015 2.2950000000000004 2.3250000000000006 1549.6981536873675 0.046249999999999958 0.73214285714285732 0.43650793650793651 3.0173088295501076 1588.115761137142 1505.6952226485303 1655.927021795201 4.4142857142857155 1871.7490571067162 1544.2480990864231 0.073091751428731713 1705.2479041456634 0.20041666666666669 0.77500000000000013 0.65828571428571436 1.7150000000000001 0.53000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 7 -7 33 9 17 11 -11 -13 -12 15 -15 -17 18 19 -9 21 23 -23 -21 -24 -26 -25 -14 -28 -5 31 32 -10 43 35 40 37 -37 39 -38 41 42 -35 54 53 48 47 -47 -46 -36 -51 -50 -40 -45 55 57 -57 -2 59 -59 61 -61 -63
right_child=1 2 -4 29 -6 6 -8 8 30 10 13 12 27 14 -16 16 -18 -19 -20 20 -22 22 24 26 25 -27 28 -29 -30 -31 -32 -33 -34 34 49 36 38 -39 52 -41 -42 -43 -44 44 45 46 -48 -49 51 50 -52 -53 -54 -55 -56 56 -58 58 -60 60 -62 62 -64
leaf_value=-0.03344284701554761 0.0004078175104059774 -0.045841315196903008 -0.04279845251736291 -0.011916220132540558 -0.0026156625050733247 0.043419249483174653 -0.0081335731856105372 -0.033485478037540782 0.067277886085747113 -0.020382700133756489 0.031837079208192606 0.077494377954998556 0.038932206095365879 -0.033296284676976116 0.027411376742619977 -0.035314546321351219 0.072349011954051745 -0.030220862803935478 0.034944923638011986 0.039529375490598116 0.077422795685944928 0.028008669529056642 -0.030466408950858798 -0.026661626903584142 -0.038260764352219451 0.031183930107746061 0.058496485314379933 -0.03618592742793849 -0.013028644429999792 0.021388333005598829 -0.03103876947758771 -0.027014984108704961 -0.021104032874304127 -0.036328484438662351 0.033396901490336486 0.0017797740954793831 -0.011462842937658368 -0.044293635747052834 0.0013631708409502022 0.034948983873568942 0.033888830360926797 0.024370409998620678 0.013236585892533865 -0.036682648158852083 -0.048956679728935769 -0.03263469253396583 0.051546343238044516 0.026018320429686027 0.016432009013970409 -0.022874282188519612 0.029397871783620896 -0.027062889851099538 -0.045442651481605326 0.00019860517243458685 -0.019730133717898331 0.00067796454724626206 0.026796585846072165 0.038297401176906963 -0.040456530632811329 -0.024551989345018319 0.034592572277547529 0.026125136054634502 -0.029133222893698536
leaf_weight=5.7573193293064824 3132.2121658241376 5.9010256063193101 6.2218611743301144 6.9235937893390682 7.9410406239330769 7.1812565810978395 6.1994247585535049 7.0951457805931559 2.3748143818229455 4.7260878123342973 2.9338015764951697 2.8802054822444916 2.2479875944554806 27.105613714084029 3.0137958610430351 3.0322734583169213 2.2518543750047684 5.2541315592825404 9.9590418636798841 9.4624187536537665 2.9831393230706444 4.8687595613300827 13.282055474817755 4.5380924241617304 2.4420451521873465 4.7485059071332216 2.4985156143084168 2.1621494293212891 2.0400952659547329 11.030336022377012 17.99717119988054 5.5423336513340473 2.8013860415667295 6.038565278053289 20.46658151969314 4.7245804853737345 5.3281496949493912 10.21446457505226 5.8633633749559504 8.1342343799769861 9.9585341848433 8.3290293440222722 5.5881713107228279 15.640699319541456 4.9661652036011246 6.2254008352756518 6.9546155929565421 5.034102588891983 6.8973261341452581 5.1260690093040449 5.2128519639372826 5.7148584648966789 4.1296150162816048 4.5048072040081015 11.597501292824743 125.40233934670687 33.062967777252197 4.5292906314134589 11.251800408586858 27.034606485627592 4.098343387246131 10.686338327825071 6.1778902038931838
leaf_count=1176 11430 27 45 34 38 27 23 42 30 43 13 14 15 280 33 49 19 74 39 41 15 36 124 57 22 35 19 28 25 41 224 78 19 26 103 25 27 36 37 38 47 42 22 69 25 30 28 18 27 30 23 27 17 16 37 424 115 19 61 168 23 45 29
internal_value=8.64572e-05 0.000138339 -0.0106305 -0.00433591 -0.0210432 0.000249509 0.0195342 0.000179185 -0.00540071 -0.00161408 -0.0106152 0.0113302 0.0318887 -0.0174938 -0.0215817 -0.0261404 0.0105668 0.00493829 0.00782842 0.00282359 0.00832078 0.00362299 -0.00843074 0.0200994 -0.0170967 0.00759922 -0.000156248 0.00210418 0.0263461 0.00854506 -0.0211621 -0.00457843 0.0194451 0.000414103 0.00720468 -7.9436e-05 -0.0104309 -0.0297226 0.00185627 0.0165801 0.0132064 0.00288529 -0.012506 0.000217422 -0.0102077 5.16655e-05 0.0157186 -0.00641104 -0.0161819 0.0233566 0.00348118 -0.00327649 -0.0179794 -0.0284355 0.000390669 0.000460234 0.00612748 0.000179237 -0.0110465 -0.00474658 -0.00880845 -0.0128603 0.00588228
internal_weight=3726.5 3720.75 38.0179 31.796 13.8421 3682.73 13.3807 3669.35 148.241 119.526 50.3538 12.0164 7.29034 38.3373 35.4035 32.3897 5.28413 69.1719 63.9178 53.9588 46.8636 43.8805 25.3414 18.5391 20.4726 7.19055 9.0767 4.41014 4.53861 17.9539 28.7157 10.7185 5.1762 3521.11 99.1142 68.3087 38.3944 14.939 23.4554 13.4624 29.9143 19.9558 11.6267 3421.99 55.938 35.7925 18.2141 11.2595 17.5783 30.8055 10.3389 12.6122 9.99298 20.1455 3366.05 3354.46 158.465 3195.99 63.7783 52.5265 47.9972 43.8988 16.8642
internal_count=15849 14673 185 140 65 14488 50 14438 1374 1023 494 100 57 394 381 348 68 529 455 416 374 359 217 142 181 57 101 43 44 75 351 127 49 13064 473 317 180 61 119 65 137 90 48 12591 240 155 76 48 79 156 53 54 54 85 12351 12314 539 11775 345 284 265 242 74
is_linear=0
shrinkage=0.05


Tree=219
num_leaves=64
num_cat=0
split_feature=65 73 65 27 65 53 27 73 30 44 66 52 56 71 15 59 29 55 45 27 39 7 10 30 10 4 1 1 26 36 66 30 27 10 13 11 35 71 7 70 3 66 40 64 60 10 6 7 12 47 51 7 28 42 26 69 14 39 27 27 66 36 66
split_gain=4.45684 3.15624 2.94104 1.85635 3.58622 3.16466 3.11991 3.41946 4.53187 3.9385 3.49826 4.75116 7.89439 3.29993 3.28532 3.69359 3.27644 3.07844 3.95772 3.75838 4.65033 4.11197 3.86633 6.94005 4.83329 3.99219 4.55641 5.00378 4.29643 4.53694 4.0669 3.89228 3.68742 4.07339 4.74291 4.4506 4.02715 4.07758 3.86813 5.29359 4.73268 4.72235 4.36635 4.432 5.85037 5.7688 5.47878 4.2943 4.23295 4.19065 4.90674 4.43513 3.77586 3.66242 3.43727 3.41342 3.39398 3.47322 3.36322 3.5701 4.70369 4.34172 3.3453
threshold=-0.84307692307692295 1.0000000180025095e-35 0.91500000000000015 0.50472222222222241 0.47565217391304343 2.5350000000000006 0.51105555555555571 4.5000000000000009 0.11853256021409452 6.3550000000000013 2.7958333333333338 2.3250000000000006 1.5750000000000004 0.070416666666666669 0.90000000000000013 2.605624516636674 3.8166666666666669 1.425 1.0750000000000004 0.58236111111111122 0.65727456689502572 10.492769703906108 2.6547619047619051 0.11853256021409452 2.378571428571429 1675.5081560395495 1464.450820338476 1555.3717721127089 0.44707142857142862 2.0850000000000004 1.8651515151515154 0.21455026455026452 0.58050000000000013 2.1222222222222227 0.77500000000000013 0.59166666666666679 4.1050000000000013 0.33458333333333329 17.201825303369791 0.16249999999999998 1362.9485126324469 3.5492063492063495 2.6050000000000004 0.022211538461538404 0.078096924372835913 1.4555555555555557 1498.057620205675 -19.649471956708563 1.0000000180025095e-35 1.8450000000000004 1.2350000000000001 -6.6079714779602901 5.0500000000000007 3.8950000000000005 0.38162500000000005 0.13000000000000003 0.90000000000000013 0.30768041799594864 0.57527777777777789 0.51894444444444454 2.7393887945670632 2.6250000000000004 2.1726190476190479
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 10 -9 -10 11 12 14 -12 16 -16 -5 18 -8 20 32 22 24 -24 25 26 -21 -28 -29 -30 -31 -25 33 36 35 -35 37 38 39 41 -40 47 43 46 45 -45 -42 53 49 50 -49 -51 -38 -19 -50 -20 -41 -58 59 60 61 -56 -27
right_child=1 2 -4 6 5 -7 17 8 9 -11 13 -13 -14 -15 15 -17 -18 19 55 21 -22 -23 23 31 -26 62 27 28 29 30 -32 -33 -34 34 -36 -37 52 -39 40 56 42 -43 -44 44 -46 -47 -48 48 54 51 -52 -53 -54 -55 58 -57 57 -59 -60 -61 -62 -63 -64
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leaf_weight=8.8845369247719628 6.9595024464651933 2248.2456470429897 6.2279921602457753 14.412226185202597 15.216066636145117 9.1986013799905759 729.87952515482903 5.2967054098844555 7.7925800792872932 11.627019107341765 21.173049163073305 41.107985801994801 8.0864635184407216 10.109794758260248 5.978462412953375 7.8152384757995605 22.37617626786232 93.965971365571022 11.661834120750429 13.298409447073935 12.953770503401755 38.25136835873127 5.6043445728719261 18.752744991332296 11.602146714925764 4.9311741590499869 39.261581741273403 14.503269642591475 28.358120787888765 10.52043476700783 15.157902531325815 5.0590311810374251 10.588995568454264 11.077158130705355 6.7923899069428435 98.799727618694305 12.948002140969036 16.101950377225876 5.4160150289535514 42.834249570965767 50.94544941931963 9.0892887413501722 19.920100465416908 6.6615904942154902 7.2774374783039084 6.3762285262346268 11.264010041952131 12.330649435520174 6.6051120758056632 8.4252297952771205 18.118823692202568 11.524615302681921 24.018132489174604 5.6999378353357306 7.3622888475656572 18.990119904279709 8.5640310049057025 8.4184645265340787 9.9720554053783399 147.79567147791386 6.4115288257598868 16.625892333686352 8.9480209499597532
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internal_weight=4140.17 4131.29 4124.33 4118.1 2272.66 24.4147 1845.44 155.776 24.7163 19.4196 131.059 99.7766 58.6686 31.2828 50.5821 13.7937 36.7884 1689.66 760.531 929.133 714.885 214.249 175.997 29.4161 146.581 134.979 121.1 107.801 68.5397 54.0365 25.6783 23.8118 701.931 691.342 116.669 109.877 574.673 537.707 521.605 413.744 107.861 353.927 102.445 82.5247 20.3153 13.0378 62.2095 344.838 245.172 50.3993 30.4495 19.9498 36.9661 99.6659 194.773 30.652 59.8167 16.9825 188.167 178.195 30.3997 23.9882 13.8792
internal_count=15849 15622 14477 14298 7750 126 6548 535 91 72 444 327 187 117 161 43 118 6013 2592 3421 2558 863 721 145 576 517 456 411 272 214 84 122 2452 2412 419 395 1993 1801 1745 1398 347 1199 331 268 65 43 203 1167 808 164 100 64 192 359 644 102 199 57 620 587 100 79 61
is_linear=0
shrinkage=0.05


Tree=220
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 9 73 73 0 0 14 65 64 39 34 8 8 48 26 2 5 3 3 39 28 72 72 72 69 27 27 69 35 4 28 56 74 22 20 4 13 4 8 0 28 7 42 27 5 10 8 31 8 66 70 23 19 0 18 30 24 46
split_gain=18.5887 19.2999 5.54568 37.5243 3.42594 13.4113 1.69658 1.69641 2.70368 1.63858 4.53445 1.62972 3.11951 2.89085 3.78427 4.52605 2.7608 3.06649 3.57818 3.56251 5.01486 2.84269 4.68823 3.55961 3.50299 2.62702 2.52997 4.87415 3.28206 3.06316 7.62814 3.09607 2.80794 2.79907 2.45415 2.33615 2.25142 3.15677 2.14912 2.08939 3.25816 3.17811 3.6882 4.19311 3.65838 3.98144 3.04537 3.17412 3.74415 3.08496 3.12387 2.88327 5.50956 3.96536 4.49857 3.78039 3.73982 3.35694 3.14011 5.39489 2.83314 2.94011 3.0759
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 0.30952380952380959 6.5000000000000009 7.5000000000000009 1498.0693430872971 1551.6568731498789 0.90000000000000013 -0.28713735558408215 0.05473684210526316 0.18492867769458388 1.3150000000000002 1.0333333333333337 2.6214285714285719 1.8750000000000002 0.48436507936507939 -131.03050877946802 1528.4928945441259 1553.6654951509256 1643.69855180729 0.18492867769458388 5.4722222222222232 0.53708333333333347 0.19166666666666668 0.10791666666666662 0.27000000000000007 0.47683333333333339 0.5395000000000002 0.47000000000000003 3.0450000000000004 1575.4476722260067 4.6833333333333345 2.2350000000000008 1.5000000000000002 0.15476190476190474 2.5000000000000004 1601.99752875902 0.22500000000000003 1662.065898942363 2.183333333333334 1505.5439890621287 2.5857142857142867 4.0263837841216636 3.4850000000000008 0.48472222222222222 1515.574409784326 1.8452380952380951 0.54444444444444462 0.10930934873949581 0.79285714285714304 2.1846590909090913 -0.2987499999999999 2.8660714285714293 1.0000000180025095e-35 1562.8760795819903 1.5000000000000002 0.088658636178031811 0.43650793650793651 4.1950000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=2 -3 3 4 5 6 7 8 9 10 -12 12 16 14 35 -17 17 25 19 20 21 23 -24 -25 -26 34 -28 32 -30 33 31 -33 -34 -35 -36 -37 37 -39 -40 40 -42 44 -44 -45 46 -47 47 48 -50 -51 -52 53 56 54 60 58 -58 -59 -60 -61 61 62 -64
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leaf_weight=12.490524859167634 1292.3228369727731 69.704120199196041 85.431581437122077 6.2674232423305503 33.458710766630247 3.9054289413616052 148.03023140132427 8.2287143114954251 5.253296377137306 5.0924783647060377 6.0120316138491035 13.894530467689036 6.5501448363065711 5.2223396971821767 15.052107047289608 5.4299247860908508 7.6514640599489239 6.6474038064479846 9.015564911067484 4.0090321302413932 4.3922172933816936 7.7769101709127408 6.0696472246199837 4.6411598771810532 9.27703123167157 11.250124964863064 8.517729312181471 14.60506844520569 6.967637598514556 12.378864824771883 10.493743270635607 7.7651486359536639 9.6432354003190976 7.9917100220918647 5.3685571253299704 18.739630091935396 6.5362757742404964 11.551057199016212 7.4905143901705742 64.951738774776459 23.754741124808788 10.846331521868704 13.211079806089399 11.025317430496214 18.405825808644298 90.327819902449846 15.135074496269224 9.1965890973806399 9.5736534371972066 8.9230655431747419 7.2215083241462699 10.266513556241991 17.823375806212429 13.54306387901306 5.4208280742168418 21.806194648146629 9.3556341230869275 11.607144571840761 10.184342160820959 12.557552874088286 17.585496872663498 52.749184884130955 7.4342063851654521
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internal_count=15849 4005 11844 8083 4675 2286 966 938 341 103 67 2389 634 1755 175 44 590 568 446 181 148 137 75 62 54 122 265 240 161 140 80 56 79 60 76 131 1580 58 46 1522 284 1238 693 653 545 327 218 112 62 106 80 614 99 515 444 171 79 71 130 98 273 256 200
is_linear=0
shrinkage=0.05


Tree=221
num_leaves=64
num_cat=0
split_feature=73 61 64 70 70 52 36 72 2 13 55 37 29 6 2 18 27 65 69 9 66 8 31 45 72 52 10 30 53 71 47 71 49 11 40 72 6 28 28 10 71 71 22 30 71 28 9 60 70 72 3 29 70 2 27 66 20 34 2 11 36 70 42
split_gain=2.42468 1.74168 3.41645 4.31369 3.92583 2.0687 3.55788 2.6986 3.82327 1.92959 3.80352 2.59921 2.78546 2.15127 2.14257 2.46605 2.05118 1.91494 3.35985 2.14011 2.03715 3.51732 3.87609 3.69744 3.49346 3.04236 3.03441 3.10066 2.74994 5.05582 5.40112 3.38816 4.63004 4.3802 3.65321 3.30472 2.95154 2.45501 2.38204 2.96872 4.10854 3.83246 4.66322 3.59836 4.34833 3.08711 2.8478 5.44665 3.4733 3.33241 3.13517 3.16754 2.89858 2.52894 3.3367 4.30892 2.64792 2.51184 2.33435 2.27736 2.20586 2.17153 3.44823
threshold=1.0000000180025095e-35 0.22500000000000003 0.08378289473684207 0.15166666666666667 0.27458333333333335 4.2750000000000012 11.675000000000002 0.24208333333333334 28.613884868092786 0.29166666666666669 1.405 0.5816829180483275 3.9500000000000006 1513.1532370070063 57.672712113327414 2.5000000000000004 0.45707142857142863 0.66947368421052644 0.51000000000000012 2.0972222222222228 3.3735465116279078 1.9226190476190481 0.12337223067816672 1.1050000000000002 -0.78374999999999984 3.0350000000000006 3.8777777777777778 0.16447026183457603 2.3850000000000002 -0.18041666666666661 1.7650000000000003 0.072916666666666671 2.3550000000000004 1.6547619047619049 2.8950000000000005 0.10416666666666667 1481.3926231657058 4.5857142857142863 6.2111111111111121 1.3166666666666669 0.26458333333333334 -0.077499999999999944 0.58571428571428574 0.16525332375134746 -0.39458333333333323 6.6833333333333345 1.2583333333333335 0.050836128442793407 0.07541666666666666 -0.3249999999999999 1536.7686276257139 6.2928571428571436 -0.057499999999999947 -1.0000000180025095e-35 0.50763888888888897 2.6220238095238098 1.5000000000000002 1.9750000000000003 -165.46759499647405 2.9666666666666672 1.9750000000000003 -0.71291666666666653 3.1650000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -5 6 17 8 -7 10 13 -12 -13 -4 15 -11 -16 20 19 -19 26 24 -23 25 -22 -24 38 -28 31 30 -30 32 33 34 37 -34 -35 -26 59 53 41 43 46 45 -45 -41 48 -48 52 -49 -50 -52 -43 -40 57 56 -56 -55 -33 61 -38 62 -2
right_child=1 2 9 4 -6 7 -8 -9 -10 14 11 12 -14 -15 16 -17 -18 18 -20 -21 21 22 23 -25 28 -27 27 -29 29 -31 -32 58 35 36 -36 -37 60 -39 39 40 -42 42 -44 44 -46 -47 47 49 50 -51 51 -53 -54 54 55 -57 -58 -59 -60 -61 -62 -63 -64
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leaf_count=1176 132 151 31 34 28 19 173 35 51 38 33 21 36 22 25 24 55 191 17 27 14 32 93 39 46 76 30 26 26 128 29 27 29 23 38 32 32 54 43 18 70 24 19 31 96 25 23 18 22 48 30 13 24 156 37 29 17 19 88 150 32 11660 64
internal_value=8.19715e-05 0.000130585 -0.00674853 -0.017779 0.00851657 0.000300975 0.000235768 0.0221806 0.0047371 0.00187538 0.0123328 0.0302639 0.00865102 -0.0102124 -0.00727905 0.00395495 -0.0250243 0.000313055 -0.0189461 -0.0314966 0.000381999 0.005208 -0.00575782 -0.0107335 0.00909829 -0.0180055 8.82571e-05 0.022381 0.010252 0.000617035 0.0250671 0.0150505 0.00902808 0.00234521 -0.00884243 0.0338937 0.0201736 -0.0193815 -1.2228e-05 -0.00612557 -0.000936643 0.00322775 0.0123492 -0.00926011 -0.0189896 0.0167813 0.0172098 0.0301127 0.00474032 0.0441711 0.0211385 -0.000435002 -0.0187911 -0.0155262 -0.0102004 0.00805716 0.0247981 -0.0206933 0.0292196 0.000276716 0.0095495 0.000409536 0.0101913
internal_weight=3720.17 3714.78 89.7879 39.3971 11.1732 3624.99 3614.22 10.7713 7.24951 50.3909 23.5215 13.1014 6.74702 10.4201 26.8693 16.4533 10.4161 3605.47 12.8608 10.3618 3592.61 206.124 53.9766 47.435 152.147 37.3101 3386.48 15.1962 148.699 49.4356 14.8094 99.2634 69.6566 54.9013 33.7332 14.7552 21.1682 23.92 3371.29 152.151 98.0369 84.1139 48.6089 35.505 25.8479 9.65714 44.2499 21.747 22.5029 16.5295 13.2615 7.41916 9.24145 54.1142 43.543 15.8917 11.2432 27.6513 29.6068 3219.14 15.9904 3187.35 55.7455
internal_count=15849 14673 498 213 62 14175 14070 105 70 285 143 90 57 53 142 62 80 13897 235 218 13662 838 240 208 598 169 12824 56 584 183 55 401 286 225 138 61 87 100 12768 762 461 391 221 170 127 43 202 89 113 66 65 43 48 301 258 83 54 175 115 12006 64 11856 196
is_linear=0
shrinkage=0.05


Tree=222
num_leaves=64
num_cat=0
split_feature=65 73 65 28 53 4 52 1 3 42 12 72 71 4 65 13 29 9 2 29 7 30 0 9 69 27 11 56 26 1 21 65 31 55 29 0 18 72 4 29 31 34 71 0 9 44 10 51 11 64 7 28 70 72 51 24 48 49 8 65 8 72 3
split_gain=4.28808 2.95099 2.79314 1.82862 3.5045 2.60776 3.7772 3.44011 3.17357 2.67117 2.5034 2.24402 3.04233 2.7169 2.93481 2.45158 3.03835 2.06648 1.83532 2.47889 2.81272 2.68538 1.95158 3.55436 3.41835 3.48673 2.11624 3.38921 3.93948 3.43615 3.2391 2.91213 2.70817 3.63037 2.70475 2.64345 2.53822 2.95856 2.70217 2.36447 2.30556 4.0826 4.30972 4.69517 4.02677 5.19006 7.22749 4.31997 4.4732 3.86493 5.01574 3.74172 3.89382 6.40613 5.99401 7.15253 5.70075 3.74004 3.74401 3.66475 3.57679 4.78306 4.03811
threshold=-0.84307692307692295 1.0000000180025095e-35 0.91500000000000015 2.3166666666666669 3.5350000000000006 1545.0264493378374 2.5350000000000006 1404.231137955047 1400.0962246074457 1.4750000000000003 1.0000000180025095e-35 0.4595833333333334 -0.22458333333333322 1528.2176235639738 0.04424010217113656 0.45000000000000007 2.9500000000000006 1.3785714285714288 -323.73913880835715 8.1714285714285726 -66.10007883755712 0.15694376924323447 1303.3847927451086 1.5773809523809526 0.41000000000000009 0.45707142857142863 2.5444444444444447 1.675 0.49527777777777787 1316.2560053091991 0.64583333333333337 -0.088238993710691729 0.17936623125302373 1.4950000000000003 3.3875000000000006 1463.56793701021 1.5000000000000002 0.56208333333333338 1485.2232765200945 4.0500000000000007 0.12795348837209303 1.905 -0.3874999999999999 1541.966363294109 0.87777777777777788 9.7950000000000017 1.591666666666667 1.2450000000000003 1.5166666666666668 0.064558823529411766 10.492769703906108 3.4722222222222228 -0.089999999999999927 -0.012083333333333248 1.3950000000000002 0.69047619047619058 1.3750000000000002 3.6550000000000007 0.54444444444444462 -0.025823068309070548 1.7238095238095241 0.28291666666666671 1390.8405729598335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -9 17 -8 12 -10 14 15 16 -14 -7 19 20 -5 -22 23 -20 25 -25 40 28 30 -29 34 -31 33 35 -28 -33 -30 38 -38 -36 41 51 -43 44 47 60 -47 -44 57 50 -45 52 54 -54 55 56 -24 -49 -59 -58 61 62 -46
right_child=1 2 -4 18 -6 9 10 8 11 -11 -12 -13 13 -15 -16 -17 -18 -19 22 -21 21 -23 26 24 -26 -27 27 29 36 31 -32 32 -34 -35 39 -37 37 -39 -40 -41 -42 42 43 49 45 46 -48 48 -50 -51 -52 -53 53 -55 -56 -57 59 58 -60 -61 -62 -63 -64
leaf_value=-0.035210043413738401 -0.033460705671275313 -0.032728081368273827 0.03450553996068495 -0.025631440818501779 0.020684284853510607 0.022316657494332193 -0.0086927192372078296 0.022533357697547798 0.019631885363653991 -0.033737186627639706 0.028163780123985762 -0.036458591962243506 -0.0015156816360664734 0.018948239334411397 0.0097608403817158497 0.0014333899444870513 -0.036819643555236113 -0.019387840707827793 0.042801702079951612 0.036049826471350001 0.041313220120060772 -0.022756015810140647 -0.026739101046079534 0.050716668107648813 -0.017091436651308661 -0.0020816919330652038 0.033529743044925009 -0.040732473493270888 0.037681259975247988 -0.015400432162217715 -0.027201323051550715 0.022525520724985038 -0.011413542810924923 0.035983714576535812 -0.021337550536406374 -0.017225462050356685 0.018961755935749863 0.039635574621902606 -0.034148210763549312 0.014432328472784263 0.0010055506522004627 -0.021738909292830191 -0.026232347895350012 -0.03892750825626156 0.0083068211724625952 -0.00096778315285639361 0.061575986079463588 0.029311012281770105 0.049675297764493101 0.015914490973641306 -0.0070625856034068277 -0.0012521342290165458 0.040597130475133067 0.0072177427323561793 0.045781430891260744 0.022926237809579707 -0.018936787365953479 0.025817154190149894 -0.015579498375028561 0.03423690529734659 -0.024145202729732407 0.025425210653543091 -0.010352987681315793
leaf_weight=8.5825333325192315 6.5129422089084974 12.312275581061838 5.9325033556669942 20.36003744229675 12.175725445151327 4.8649168834090251 6.9928718507289913 9.6592076122760755 10.387496933341017 16.644115827977657 13.505026031285523 6.3074506968259803 8.4382961988449185 7.2258955687284461 10.485783055424688 10.089423879981039 21.940504007041454 7.627252496778965 7.5498868674039867 2.4538589864969245 3.5691726729273787 3.0187485888600349 33.471554577350616 5.5629277378320712 10.939448326826094 7.1407343372702599 8.5314115993678588 5.1870914548635474 19.981115467846394 17.60006507486105 7.3601930290460578 7.7988225817680421 11.899979740381239 13.552772507071493 7.8717815354466465 9.0188696533441526 5.0465327240526658 5.5413293503224841 4.5581825077533722 11.183734089136122 2555.3803978376091 38.591001324355602 6.9385776929557315 23.718737281858921 36.632300153374672 14.280635848641397 6.827500343322753 14.496766895055769 8.1706584095954877 7.6208713576197615 25.7638069242239 665.64055094122887 18.702051401138306 62.112698346376419 6.1744547039270392 16.076150301843882 5.5789581686258316 7.9739786684513119 17.337750747799873 7.7300676926970464 25.89997524023056 12.603832453489302 139.04490114748478
leaf_count=227 1145 43 179 164 36 18 29 36 33 79 53 23 27 23 35 34 79 31 24 12 22 20 107 18 38 27 32 19 89 60 24 27 40 53 28 33 26 27 15 38 8814 130 28 84 123 49 22 48 25 26 85 2277 59 205 20 51 18 25 59 27 91 41 469
internal_value=9.54531e-05 0.000168935 0.000222135 0.000172663 -0.00509063 -0.00723308 -0.00390878 -0.00803581 -0.00443941 -0.0206215 0.0155902 -0.00791902 -0.0052937 -0.00974393 -0.0138128 -0.019921 -0.0270133 -0.00314655 0.000383936 -0.0120617 -0.0164427 0.0119551 0.00047721 0.0129338 0.00339623 0.0210387 0.000377372 0.0065249 0.0141546 -0.00169319 0.00226891 0.00168911 0.00880465 0.0167267 0.0101316 0.00120815 0.0259795 0.0105421 -0.00624304 -0.000344111 0.000156244 -0.00165025 -0.00588734 -0.00412601 -0.00154723 -0.00439267 0.0192622 0.0106438 0.0159767 -0.0172317 -0.0223366 0.000354806 0.0074931 0.0149424 -0.00122774 -0.00584548 -0.0157329 0.00906005 -0.00253827 0.0119472 -0.00672393 -0.00432745 -0.00646203
internal_weight=4132.18 4123.6 4117.08 4111.15 158.656 146.481 117.344 96.8463 84.5341 29.1363 20.4979 74.8749 68.5674 58.1799 50.954 40.4682 30.3788 12.4922 3952.49 29.4018 26.948 6.58792 3923.09 31.193 23.6431 12.7037 3891.9 135.132 70.0743 65.0576 34.9471 59.8705 42.2704 30.3705 27.5869 16.8177 35.1272 15.146 9.60472 19.0555 3756.77 1201.39 385.901 347.31 290.207 235.289 21.1081 54.9177 47.9792 57.1034 49.4825 815.486 149.846 80.8147 69.0312 62.8567 46.7806 39.8085 25.3117 13.309 214.181 188.281 175.677
internal_count=15849 15622 14477 14298 579 543 415 333 290 128 82 254 231 198 175 140 106 49 13719 218 206 42 13501 107 83 45 13394 511 279 232 122 213 153 113 98 60 157 68 41 66 12883 4069 1305 1175 980 795 71 185 157 195 169 2764 487 264 223 203 152 132 84 45 724 633 592
is_linear=0
shrinkage=0.05


Tree=223
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 3 27 3 28 71 7 42 31 24 34 19 38 4 64 28 20 19 49 28 3 71 0 31 17 11 26 5 15 6 30 30 70 71 38 14 12 53 49 31 1 26 3 8 13 23 2 8 70 31 31 26 49 5 71 35 2 8
split_gain=18.2987 18.1349 5.18213 36.3155 3.19872 13.0217 1.62904 3.07464 1.67236 2.94887 4.00322 4.20875 5.54534 3.32668 3.55522 3.72983 3.83558 2.93522 3.31163 2.91824 2.33822 2.78918 2.31273 2.09909 2.02316 3.58104 2.13293 2.18959 1.90297 1.62035 4.60582 2.60188 2.47858 2.06721 2.88768 4.38982 3.04805 2.55784 2.46077 2.29385 2.94218 2.5062 1.9306 2.69266 2.19335 2.33219 2.64861 1.8293 2.66016 5.00552 4.1932 3.80138 4.27926 3.76442 2.93951 4.58362 2.89033 3.43157 3.5867 3.48708 3.00884 3.77524 2.73001
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 1650.0917029837235 0.44950000000000007 1556.1046149920392 4.6125000000000007 0.27458333333333335 18.64012444835021 3.6250000000000004 0.15735538909696214 0.43650793650793651 2.8250000000000006 1.5000000000000002 0.250575152473275 1471.3976337786305 0.011458333333333301 3.9500000000000006 1.0000000180025095e-35 1.5000000000000002 2.6750000000000003 5.9500000000000011 1507.4649859765252 -0.036249999999999942 1547.9930254289309 0.18099343185550082 4.5000000000000009 0.65476190476190488 0.65828571428571436 1569.3252730481834 0.55000000000000016 1486.8855006305341 0.20060975609756099 0.16141439205955332 -1.0000000180025095e-35 -0.27666666666666662 0.26355992940624245 0.90000000000000013 0.36666666666666675 3.3650000000000007 4.3750000000000009 0.059676434676434652 1350.7864662207278 0.49950000000000006 1313.4077985226997 0.59166666666666679 0.29166666666666669 2.6458333333333335 -273.58719182112105 0.86190476190476206 0.054583333333333255 0.14451137884872822 0.12755527743012099 0.43472222222222229 3.4050000000000007 1497.0142736018506 -0.061249999999999943 3.3850000000000002 -119.90254148691461 1.4555555555555557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 29 -6 8 -8 9 10 11 12 13 20 28 16 -16 18 -10 -19 21 -7 -20 -14 26 -26 27 -11 -15 31 -31 32 33 34 35 36 37 -5 -38 -36 41 -41 43 44 -35 46 -46 -47 49 50 -49 -50 53 54 55 -53 60 -58 -59 -60 61 -54 -61
right_child=2 -3 3 4 5 6 7 -9 17 24 -12 -13 23 14 15 -17 -18 19 22 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 30 -32 -33 -34 42 39 -37 38 -39 -40 40 -42 -43 -44 -45 45 47 -48 48 51 -51 -52 52 56 -55 -56 -57 57 58 59 62 -62 -63 -64
leaf_value=0.03355723649905884 0.0026261621217957012 -0.033899249107433804 -0.033920785627806489 -0.024245007328539448 -0.033948565216892448 0.00095709664260007227 0.016831028752223472 -0.030944942121391667 -0.040120993373323227 -0.023126530437255356 0.036597522741478566 -0.034215575606592691 0.0049942529577829617 0.056994521761025464 -0.01449276334008274 -0.035225579579292371 0.034681221101637551 -0.0037737955381276938 0.025931360576921515 0.031169090117011501 0.0082054721779333314 -0.042627881053975969 -0.025863107480054978 0.053718767253592918 0.031074257975116967 -0.030216952644692825 -0.0337092676416118 0.017681511119218458 0.012869025520520161 -0.0044287867887799022 0.053890089482875797 -0.02330487510678058 0.033406669704788068 -0.035283888719420668 0.034464352142471635 -0.040517564864906354 0.042741205782216594 0.014631789879021912 0.0015521409377355687 0.015537266817360002 0.037025904058204849 -0.014671998220353151 -0.018546652610558462 0.028243769011300907 0.00219792576650242 -0.015710690246112616 0.041425488460688886 0.038265531448649165 0.023204435797183842 -0.009350231137879075 0.00072228021532405194 -0.024362668039267926 0.049089201684651335 0.019225920430683802 -0.030428021424135261 0.028061834653457508 0.00090254568538409251 -0.039174797793103872 -0.032021497845056215 0.025965569147837236 -0.018517336519773317 0.010234727971557049 -0.016420593264445307
leaf_weight=11.69125159922987 1291.8009807951748 67.417130078887567 82.612867927877232 10.125674404203894 32.339046600274742 5.7605006527155664 5.0409273318946353 10.144619327271355 5.0788018498569718 7.6719933347776532 8.5867378329858166 7.7953343354165545 3.2237963248044235 4.6502868756651896 7.8086467050015953 6.2111993860453358 8.0573148485273105 8.7185012269765156 6.7934464206919056 18.988548086024821 6.8102946355938903 10.117882585152982 3.1567393355071545 7.0319475438445807 5.9645875892601889 3.9689588379114866 13.654825646895915 5.7511881906539202 5.1486093644052744 8.4119613673537952 5.665890358388423 10.083797391504048 6.3358958214521399 4.1503926068544379 13.717204345390199 5.9925976917147628 7.5748759061098099 7.267573386430743 6.9561057537794095 16.315798766911033 8.0957873165607435 11.853362381458281 12.438783541321753 9.1681037247180921 9.9572632163763064 16.61450219899416 7.577800326049327 19.683536961674694 17.086218819022179 17.331220358610153 11.954358257353304 10.762465760111811 7.7500447928905478 7.1391861438751212 26.496115766465664 6.8062572032213202 345.02561155892909 11.013144850730894 7.7745362222194681 9.4275067299604398 6.6720050424337378 32.33806936442852 6.3628204911947259
leaf_count=1176 3761 2829 3408 34 1320 28 22 79 35 47 34 57 26 18 36 43 35 40 43 86 34 52 24 31 31 28 81 33 23 31 18 45 25 15 46 22 25 23 23 51 27 37 41 26 33 54 25 56 54 59 38 35 22 23 87 20 1166 34 25 28 23 97 21
internal_value=-0.000284911 -0.02393 0.000526662 -0.00215063 0.000670327 -0.00478527 0.000569196 -0.0150854 0.0020462 -0.00101825 0.00431322 0.00049564 0.00467002 -0.00167022 0.00874556 -0.00237913 0.0104796 0.0105229 -0.00726904 0.0201737 -0.0163037 -0.0268157 0.00949934 0.0384027 -0.0127154 0.00658529 -0.0197958 -0.00564225 0.0338098 0.00224577 0.0190427 0.00191171 0.00227613 0.00199086 0.00915471 -0.00125033 0.00612064 -0.00800077 0.0230236 0.0170481 0.0104604 0.00282544 0.000947511 0.00135774 0.000934156 0.00119433 0.0191502 0.000632321 0.0011318 0.0122482 0.0240798 3.13159e-05 -0.000797762 -0.0144554 -0.0199123 -0.00405302 0.000842444 -0.000602416 -0.0156192 -0.00461038 0.012572 0.0177463 0.00888577
internal_weight=2383.92 79.1084 2304.82 1013.01 930.401 208.475 176.136 15.1855 160.95 118.214 81.2026 72.6158 64.8205 54.5647 31.8761 22.0772 15.866 42.736 15.029 27.707 22.6887 15.8784 9.95019 10.2557 37.0116 9.93355 27.078 13.4232 9.7989 721.926 14.0779 707.849 697.765 691.429 87.899 37.9168 31.9242 17.3932 14.531 49.9822 36.2649 28.1692 603.53 591.091 581.923 577.773 17.5351 560.238 543.623 48.9691 31.6379 494.654 477.568 51.204 44.0648 17.5687 426.364 379.604 34.578 23.5649 46.7601 40.0881 15.7903
internal_count=15849 4005 11844 8083 4675 2286 966 101 865 637 417 383 326 269 155 114 71 228 102 126 114 80 67 57 220 59 161 80 41 2389 49 2340 2295 2270 288 127 105 57 48 161 115 88 1982 1941 1915 1900 58 1842 1788 153 94 1635 1581 165 142 55 1416 1274 108 74 142 119 49
is_linear=0
shrinkage=0.05


Tree=224
num_leaves=64
num_cat=0
split_feature=73 61 64 70 70 0 56 4 72 34 10 26 55 7 59 71 3 42 31 26 22 71 34 11 30 69 11 16 18 11 2 8 42 66 39 31 66 65 4 3 56 5 0 4 23 46 40 7 30 3 3 31 6 36 27 2 52 19 34 14 23 72 59
split_gain=2.26721 1.66141 3.17492 4.09835 3.68655 1.95673 3.82456 4.41112 4.28415 5.20933 5.4063 3.86942 2.83238 5.22425 4.53308 4.0103 3.96585 4.45948 4.71562 4.69765 3.66261 4.55036 3.57295 3.34534 3.85265 3.21091 2.7058 2.83117 2.51148 2.83417 2.35681 2.34016 2.30248 3.08107 4.85404 2.2948 1.92514 4.22835 5.77461 4.39848 4.52308 4.6587 4.02171 4.84126 3.9801 4.03081 3.9061 3.80937 3.50491 4.24869 3.54055 6.23381 4.98629 6.01266 5.81077 5.26537 6.85645 4.82173 4.75868 4.34264 3.76797 3.92323 3.75459
threshold=1.0000000180025095e-35 0.22500000000000003 0.08378289473684207 0.15166666666666667 0.27458333333333335 1673.2500329011493 2.0050000000000003 1529.4889600238064 -0.4120833333333333 1.1250000000000002 1.591666666666667 0.54707142857142876 1.4950000000000003 14.239369247726019 3.0455707190046786 0.063749999999999959 1581.9705996409878 3.4350000000000005 0.22869249394673122 0.60645833333333343 0.38750000000000007 0.018749999999999951 1.3750000000000002 0.79285714285714304 0.23281766650921112 0.57000000000000017 1.7928571428571431 1.5000000000000002 1.5000000000000002 1.5166666666666668 61.453416365120127 1.9226190476190481 7.1650000000000009 0.83333333333333337 0.086212239909914015 0.17802414673786857 2.8973684210526325 -0.14401433691756271 1443.8257622345925 1394.3164645891086 1.7150000000000001 1495.6098838521939 1449.2282728276666 1470.3309775426844 3.4722222222222228 2.9550000000000005 3.5450000000000004 -10.307624525833829 0.18993670886075953 1403.7891248195999 1497.8559014219952 0.18832054560954811 1510.8861273132609 2.0550000000000002 0.53683333333333338 73.355622677361467 2.4250000000000003 4.5000000000000009 2.3350000000000004 0.90000000000000013 3.3095238095238098 -0.27583333333333321 2.7434025437780138
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -5 32 8 31 9 10 -7 30 15 14 35 20 -15 -18 19 28 21 22 23 -10 26 -21 -25 -28 29 -19 -9 -8 36 34 -34 -14 -2 38 44 40 -39 46 47 -44 45 -38 -42 -40 49 -41 51 52 53 -51 -54 56 -55 59 -58 60 61 -52 -53
right_child=1 2 -4 4 -6 6 7 11 12 -11 -12 -13 13 16 -16 -17 17 18 -20 25 -22 -23 -24 24 -26 -27 27 -29 -30 -31 -32 -33 33 -35 -36 -37 37 39 42 48 41 -43 43 -45 -46 -47 -48 -49 -50 50 57 62 54 55 -56 -57 58 -59 -60 -61 -62 -63 -64
leaf_value=-0.033429160239735578 7.254136589985521e-05 -0.027597421746550416 0.0016954231599547263 0.028961703789394756 -0.031601990902717612 0.097206292838698805 0.0054833622820747094 0.014885734239117305 0.038427627975612964 -0.0067006127637844679 0.0094756591956402011 0.0043933934476369377 -0.026008697144548634 -0.034127579516049826 0.055819961124466237 -0.037961300894286142 0.048128666095064894 -0.029050241780064857 0.05898923168402144 0.05250670927800502 -0.041674377934793685 0.044434130115103568 -0.047310647107923556 -0.030764104288822414 0.036073426652458891 -0.019501616660723711 -0.023163949676307603 0.04481203299925611 -0.030775958512091296 0.030226514489182756 0.059808391079996581 -0.044161814614621084 0.063901083336405665 -0.035244670855069458 -0.03487298251811044 0.020964719466492688 -0.048412027421872728 0.025159382847326647 0.033636363939915474 -0.03456577222795966 -0.028752857508555607 0.030088913412607773 0.038425806938624546 0.005376951498775818 0.013736141849847699 -0.0047596803183584538 0.011346331671323817 -0.0070772769724556598 -0.00963555239378284 -0.017768395735172551 0.015004018607867597 -0.038357385319842334 0.052229413043041843 0.038234495750627061 0.0092043079906547892 0.051309232760630014 -0.021584067849655959 0.016690280838249534 0.038405548441258652 0.010666328350592124 -0.028848095686543895 -0.012146188756905369 0.00016053175972881274
leaf_weight=5.0419750241562715 2750.3515753410757 27.81579552218318 50.183083088137209 7.3508580140769464 3.8176099397242069 3.1327423229813602 4.4875850006937963 5.1167557463049906 4.1140785366296795 11.145667368546126 3.9960018470883369 19.611132778227329 4.5232526585459727 14.494528981857 5.8392052808776489 19.09284926019609 3.7631137520074835 3.8612088933587092 2.399272557348012 4.0414816830307236 7.9086919948458663 4.2574989199638358 5.4955301210284224 14.356305466033524 3.7771662548184386 2.5093309730291367 3.2494696900248519 2.897748738527298 21.555608091875911 4.2207589037716389 6.7995475977659225 5.0392929837107658 2.4132415987551203 9.8751907278783602 2.5667757540941238 6.1150960978120565 8.8481899499893206 33.684497220441699 33.458852052688599 8.0745107140392047 14.411064743995668 9.0171030759811384 12.256620228290556 115.54442157968879 11.737001664936541 13.144269727170466 10.49661549925804 6.9363599568605414 101.25316882506013 17.580944471992552 17.051263705827296 8.7457235436886567 16.199618185870353 11.787915658205746 15.220766700804232 8.8589538633823377 16.500412882305685 26.471794356592 4.1340118050575247 28.11635978706181 24.006702686659992 60.5725949248299 22.873466084711254
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internal_weight=3714.2 3709.16 89.1673 38.9843 11.1685 3619.99 197.801 41.0543 156.747 18.2744 7.12874 31.5274 138.472 73.3229 16.4776 65.1493 56.8453 42.3508 38.5877 36.1884 46.0565 38.1478 33.8903 28.3948 24.2807 6.55081 20.5035 6.14722 29.6376 8.08197 11.9163 9.52688 3422.19 14.8552 4.98002 10.6383 3407.33 656.983 201.926 455.057 67.6093 33.9248 168.196 127.801 33.7295 21.9925 24.9077 40.3952 387.448 286.195 278.121 121.902 90.2826 58.8622 31.4204 41.2813 32.4223 156.219 20.6344 129.747 101.631 77.6239 31.6192
internal_count=15849 14673 498 213 62 14175 1184 173 1011 104 44 126 907 557 70 350 487 364 352 334 242 198 181 159 144 71 121 44 263 59 47 47 12991 253 74 46 12738 2645 756 1889 253 125 622 473 134 88 91 149 1636 1172 1141 477 352 245 107 178 133 664 90 560 435 337 125
is_linear=0
shrinkage=0.05


Tree=225
num_leaves=64
num_cat=0
split_feature=65 73 65 1 56 71 59 31 24 13 29 40 56 8 9 30 31 23 72 3 38 29 31 46 16 59 70 5 4 59 25 46 56 11 12 11 3 70 9 44 37 35 10 44 30 9 71 71 0 20 3 69 56 42 9 28 11 6 2 37 8 70 4
split_gain=4.11485 2.75878 2.69137 1.77661 2.83782 3.53413 3.63775 4.02614 3.42261 3.22463 3.18756 2.72079 4.21723 2.58712 2.31914 3.1406 2.15117 3.23025 5.06762 4.03587 3.43109 4.17463 3.97301 5.80313 4.00647 3.71319 4.14431 3.71008 3.88239 4.07497 3.38508 3.54007 3.46533 3.37368 6.53221 6.54677 4.83609 4.36253 4.3435 4.014 3.51337 4.39927 4.36356 4.35435 4.04873 3.73933 3.66257 4.82617 4.36146 3.51258 4.92813 4.68677 4.57548 3.66643 3.54415 4.37345 3.36526 5.00234 3.68436 4.20069 3.66201 3.53754 3.35269
threshold=-0.84307692307692295 1.0000000180025095e-35 0.91500000000000015 1767.6845169171197 1.6850000000000003 -0.43624999999999997 2.8342706772590578 0.24019230769230773 0.43650793650793651 0.36666666666666675 7.354166666666667 2.7950000000000004 1.9750000000000003 1.5166666666666668 1.1833333333333336 0.16525332375134746 0.12795348837209303 3.1547619047619051 -0.4120833333333333 1386.9456883891548 0.28367666497818078 4.2928571428571436 0.17843300110741969 3.2650000000000001 1.0000000180025095e-35 3.1663880910058251 -0.19749999999999993 1542.1509251085929 1643.0252865134246 3.0173088295501076 0.86607142857142871 2.7850000000000006 1.6050000000000002 1.861904761904762 0.45000000000000007 1.877777777777778 1551.7504278597087 0.046249999999999958 1.0333333333333337 8.7950000000000017 0.50064797802329719 3.0050000000000003 3.1380952380952385 8.0950000000000006 0.038711288711288656 0.96666666666666667 0.14166666666666669 -0.17666666666666661 1635.3372292063864 2.5000000000000004 1337.5715042620425 0.49000000000000005 2.1850000000000005 4.9750000000000005 1.5166666666666668 3.683333333333334 1.1833333333333336 1526.2462930462643 -12.334330027523491 0.47853714518964102 0.65476190476190488 -0.20041666666666663 1479.2711414157482
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 -4 4 5 6 7 -9 11 10 -12 12 -14 -15 15 -17 17 18 19 20 25 -23 -24 24 -26 -27 27 -29 -30 -31 31 -33 -34 34 36 49 -38 -39 39 -41 41 43 -44 -45 -46 -47 -48 -49 -50 50 54 53 -54 -55 55 -57 58 61 59 -61 -62 -63 -64
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leaf_weight=8.2775063128210586 6.0948982588015488 1307.1069113984704 5.7264458853751412 4.9064840376377097 4.400716856122016 15.493194963783024 4.416787791997197 4.7113077193498603 7.9670694172382381 20.877099957317117 4.511527642607688 4.1462182924151438 8.4918840974569303 3.9208337366580963 4.7587676644325239 4.4109712466597557 11.358264587819574 34.719427812844515 55.702341865748167 15.246195644140242 8.0437080338597315 144.68375891447067 37.875826027244329 19.4556561075151 9.8170324340462667 9.1707102134823781 21.231470547616482 15.474733140319584 10.0601919144392 10.601927183568476 60.82971166074276 10.01669419556856 11.511980425566433 8.7283447012305242 14.310466170310972 153.48983751237392 18.830705534666777 17.811846576631069 27.629643119871616 9.8792914152145368 14.654408618807791 10.110122140496967 37.258779671043158 160.74538791552186 1386.1368826515973 81.440074510872364 16.518551979213953 25.057200334966183 5.6715854331850997 5.3614396154880515 27.707552198320627 71.624633394181728 9.9652258157730085 16.548110064119101 8.4841424524784106 14.48827154189348 5.8535217046737698 12.752465110272171 9.5964412428438681 7.2820998616516581 12.255834758281706 4.5442143380641928 23.380178369581699
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internal_count=15849 15622 14477 14298 461 250 235 152 134 211 145 107 81 40 66 42 13837 9351 1968 1642 1443 821 296 155 105 622 588 482 412 377 341 271 239 7383 1390 1208 182 108 152 120 5993 1178 4815 1130 4675 541 222 162 62 1056 187 869 561 308 170 76 326 196 130 63 67 71 106
is_linear=0
shrinkage=0.05


Tree=226
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 8 3 14 4 6 13 20 29 8 6 6 65 26 9 28 1 65 45 1 48 40 28 28 55 4 65 9 70 72 40 71 46 72 11 36 10 30 15 28 27 4 26 10 24 53 37 3 47 3 64 26 5 20 59 42 19 52
split_gain=18.0036 17.038 4.84205 35.145 3.01286 12.6225 1.61044 2.94176 1.84387 2.02011 2.57956 2.24769 3.00776 3.80063 4.00638 3.78861 4.83203 4.17786 3.71748 3.16087 2.95499 4.55453 3.13436 3.357 3.53502 4.45068 4.29101 4.24088 4.92451 3.8079 3.14723 3.06232 3.46537 3.86057 4.72415 3.15854 2.89115 3.76395 2.81013 2.71312 4.41919 3.84843 3.66187 4.51065 3.87597 3.40356 3.3904 3.40371 2.70906 2.68892 2.67885 4.51781 3.91146 4.85936 4.17602 2.76249 2.64745 2.64081 2.62928 3.97112 4.56943 4.83869 3.68348
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 0.25833333333333336 1499.9968048655444 0.29166666666666669 1266.8759123876043 1472.4175233093379 1.0000000180025095e-35 1.5000000000000002 4.8819444444444455 2.8619047619047624 1505.5617991691197 1504.5616862663264 -0.34481203007518796 0.58881944444444456 0.30952380952380959 5.6125000000000007 1493.8788035152381 0.30064777327935227 1.3250000000000004 1506.755801498419 1.5850000000000002 3.3150000000000004 3.4722222222222228 2.8944444444444448 1.7150000000000001 1467.8961785546696 -0.055749385749385698 2.0333333333333337 -0.18249999999999991 0.4595833333333334 2.4150000000000005 0.14541666666666661 3.0150000000000001 0.083749999999999963 0.93095238095238109 2.0450000000000004 1.591666666666667 0.15484574111334673 0.77500000000000013 4.4722222222222232 0.52527777777777784 1570.0850548105395 0.49950000000000006 0.86190476190476206 0.43650793650793651 2.6950000000000007 0.29954889737011886 1410.6155123601543 1.6850000000000003 1423.2074163148627 0.019374999999999951 0.48950000000000005 1507.0069147820848 1.5000000000000002 2.7822673972755543 2.6550000000000007 1.0000000180025095e-35 3.0950000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=2 -3 3 4 5 -7 8 -9 9 10 11 12 -14 14 -16 18 -18 19 -20 20 21 -23 -24 30 25 -27 -28 29 -30 -31 -32 32 -34 34 -36 -37 37 -39 -40 42 46 45 43 -45 -46 -47 -48 57 -50 -51 51 -53 53 55 -56 -57 -58 -59 59 -61 61 -63 -64
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leaf_count=1176 46 2829 3408 2389 1320 966 56 32 29 158 353 20 958 73 37 41 33 28 38 21 47 27 27 20 51 23 28 20 79 91 44 33 29 52 20 20 39 33 35 43 26 25 27 67 21 20 27 21 51 44 20 62 15 25 341 21 21 22 34 86 35 29 37
internal_value=-0.000270116 -0.0241903 0.000522309 -0.00207638 0.000665061 -0.00465974 0.00254904 -0.00949751 0.00280786 0.00257078 0.00274901 0.00227392 0.00331819 0.00127202 0.00691371 -0.00141492 0.00170496 0.000429155 -0.00856513 -0.00122767 -0.000161264 -0.0173195 0.00152838 0.00256545 0.00462816 -0.0123724 0.00720401 0.00910497 0.0227036 0.00439378 -0.0155324 -0.000767656 -0.0063687 -0.0112173 -0.00457976 0.00235411 -0.00227055 0.013797 0.00935909 -0.0058476 0.00126155 0.0146719 -0.0140029 -0.00316701 -0.0295085 -0.0022816 -0.011919 -0.00118336 0.0141784 0.0226045 0.00511946 0.0192388 0.00262136 -0.000708496 0.00274918 -0.0264705 -0.000540179 -0.0174629 -0.00430376 -0.0126686 -0.001079 -0.0144127 -0.000302595
internal_weight=2374.51 76.1402 2298.37 1007.08 927.212 206.491 1291.29 27.1598 1264.13 1244.94 1235.27 1184.08 962.83 626.798 202.215 424.584 295.602 284.279 128.982 264.516 254.816 22.8433 231.973 224.815 201.813 26.5544 175.259 165.489 42.5809 122.908 23.0017 91.4527 66.5231 56.3508 44.8214 37.9051 221.248 24.8521 30.6787 116.991 62.5044 30.9822 54.4866 32.073 22.4137 16.09 31.5222 22.0646 24.9296 19.7632 189.874 28.5437 161.33 136.382 120.243 16.1386 14.8436 13.0776 196.396 63.546 34.1691 22.3068 132.85
internal_count=15849 4005 11844 8083 4675 2286 3761 78 3683 3627 3598 3440 2794 1836 594 1242 864 831 378 767 739 74 665 638 574 74 500 472 121 351 64 260 189 160 127 107 646 72 87 340 182 86 158 94 64 45 96 69 71 64 557 82 475 402 356 46 42 43 574 184 98 64 390
is_linear=0
shrinkage=0.05


Tree=227
num_leaves=64
num_cat=0
split_feature=73 44 5 41 28 37 20 31 8 11 30 24 9 72 8 11 34 17 24 11 49 16 53 26 31 59 56 18 31 29 31 11 15 59 5 47 31 65 30 64 61 29 13 53 72 11 14 9 59 65 0 30 28 35 35 29 6 30 17 72 31 29 70
split_gain=2.12004 1.64929 2.9305 2.66411 2.79541 3.95038 1.95539 5.47793 3.2248 3.43031 5.86482 3.16143 3.03014 2.34538 1.95182 3.32057 3.62462 3.41693 3.93413 3.30642 3.19756 2.96182 2.77091 3.06013 3.94745 2.45578 3.83062 2.8361 2.56925 2.29516 1.98834 1.93406 3.1129 2.03774 3.56405 4.60637 4.26807 3.64413 5.64714 3.47526 6.11657 5.94364 4.5751 5.14033 4.68347 4.2858 4.52854 3.89425 4.22661 4.15975 3.41849 4.98391 3.43996 3.20163 6.30974 3.92539 5.20305 4.4371 4.36358 4.49411 3.88856 3.85806 3.85663
threshold=1.0000000180025095e-35 11.950000000000001 1527.4659041731875 2.2950000000000004 4.9500000000000011 0.33617165285289613 5.5000000000000009 0.10215677179962891 1.9666666666666668 1.5166666666666668 0.15579093038109434 0.61250000000000016 1.2583333333333335 -0.14999999999999994 2.755555555555556 2.183333333333334 1.4550000000000003 1.0000000180025095e-35 0.30952380952380959 0.51666666666666672 2.4750000000000005 1.5000000000000002 2.4850000000000008 0.57133928571428594 0.13244153082919916 3.0173088295501076 1.9950000000000003 3.5000000000000004 0.14239631336405525 4.4142857142857155 0.11242977528089886 3.2111111111111117 0.77500000000000013 2.8342706772590578 1518.4304916333019 2.2950000000000004 0.12376043200785466 0.30064777327935227 0.15161964472309297 0.019374999999999951 0.22500000000000003 5.7888888888888896 0.45000000000000007 2.1850000000000005 -0.20749999999999993 0.86190476190476206 0.70833333333333337 0.54444444444444462 2.605624516636674 -0.12526315789473683 1596.0720027243331 0.15300120048019208 0.31666666666666671 3.0550000000000002 3.0050000000000003 3.9500000000000006 1504.9084484878829 0.2535721575831803 1.5000000000000002 -0.16166666666666663 0.098678490697270013 5.0500000000000007 -0.68708333333333316
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 14 -8 9 10 12 -10 -9 -11 31 17 30 20 -19 -20 -16 -22 23 25 -25 26 28 -27 -21 -26 -17 33 -33 34 39 37 -37 -36 -39 50 41 42 43 44 -41 46 -44 -45 49 -49 52 -52 -2 54 55 56 57 -35 59 -58 -57 -56 -62
right_child=1 2 -4 -5 -6 -7 7 8 11 13 -12 -13 -14 -15 15 16 -18 18 19 22 21 -23 -24 24 29 27 -28 -29 -30 -31 -32 32 -34 53 35 36 -38 38 -40 40 -42 -43 45 47 -46 -47 -48 48 -50 -51 51 -53 -54 -55 61 60 58 -59 -60 -61 62 -63 -64
leaf_value=-0.033422975334997961 0.037176591758925286 0.0021921047482976598 -0.042429895368171489 0.023766469649237933 0.013296408691950652 -0.04583979950825022 -0.049558713996714007 0.034396624831288997 0.056264087448460065 0.055142973865939651 -0.036232950261922948 0.0063707799849582166 -0.0061857523527350982 0.012036950324093677 -0.027144854340106217 0.032086962611033401 0.044374309316041978 0.030307345876652528 -0.036336128445434712 0.02093795721816144 0.034567006575063078 -0.022391733263509499 -0.038240305721862496 0.038731866269789035 0.0040851875297016936 0.0059331381115921601 0.038778739624515966 0.057463001200484691 -0.028752295679529555 -0.037522091384874993 -0.026710385826406436 0.0043865098739155877 -0.041783560108361366 -0.012911996258849435 -0.008548854319146185 0.056273577394379382 -0.0020474525808222856 0.076370329231539497 -0.0042567398875972716 0.017955732004791294 -0.01805720464415838 0.048919993831360392 0.040408963305330572 0.050516861585282881 -0.025943089282565848 0.064314874205469219 -0.0090181114792714009 0.02290893795358144 0.031768621394749237 -0.019965642306560148 0.056369871068836855 -0.012422048387694664 -0.00062722619375061564 -0.00048633504555826334 0.030970349017932532 0.027321710235667096 -0.022209765921731468 0.017243094269700995 0.044406813142901423 0.017765083336068063 0.035242242602450548 0.0035786593178087495 0.0036516139264371793
leaf_weight=4.7182087181136003 6.0374355986714354 8.1630567610263913 5.9729735823348156 6.6920268647372714 7.6798700010403982 9.0008147945627552 3.7049421370029441 8.5404895171523147 7.4587311334907991 4.7605621963739386 9.2409342974424344 5.5281215235590935 9.9683786705136281 9.359649792313574 33.583536366466433 2.098554775118826 6.4519689008593559 8.2980520166456682 8.0050703249871713 3.7072758786380353 4.5870053805410844 4.5425240965560079 4.7227199459448448 2.9742335993796614 4.8690813556313506 5.4430708996951562 4.7701831310987464 5.2415331974625587 8.7205731989815813 10.380993548780678 4.5669699599966407 7.579010955989359 7.0436375178396702 99.603599809110165 247.6143952626735 5.5686881095170957 7.1841226294636726 3.2543303212150914 6.5283304257318377 8.5303908437490481 18.807758256793022 10.324796259403227 9.2917509973049217 6.1737116724252692 21.114891577512026 6.0201875269412986 9.2448949441313726 8.8896889016032201 12.086796745657919 15.55845193564892 6.3115001842379552 4.5173676572740078 1829.8947456721216 627.95438376441598 34.501377522945404 19.642952762544155 11.015067830681803 13.90138296317309 8.195726150646804 19.438237193971872 9.9262507706880552 20.489104138687253 361.83606215100735
leaf_count=1176 20 25 45 35 35 45 21 30 31 18 40 24 37 35 216 16 24 41 39 16 21 22 24 18 33 22 19 20 47 62 43 50 38 404 1251 20 28 16 54 30 94 35 30 20 87 20 36 33 45 67 27 21 6626 2774 117 68 40 49 28 68 34 71 1268
internal_value=7.1808e-05 0.000114484 -0.0103169 -0.00423458 -0.0117771 -0.0229961 0.000221225 0.00928445 0.0132586 0.00650702 -0.0037018 0.035026 0.01254 0.0265699 7.40795e-05 -0.00611706 0.0176598 -0.00895643 -0.00192232 -0.00646799 -0.0200121 0.0062264 -0.00176412 0.00197213 -0.0139609 0.0123861 0.000690077 0.0312121 -0.0139295 -0.0242376 -0.0081988 0.000292583 -0.0178533 0.000369062 -0.000527 -0.00591306 0.0234192 -0.00736634 0.0225649 0.000210551 0.00824335 0.0128561 0.00901392 0.00268486 -0.0133113 0.0276618 0.0157579 0.0137882 0.00758178 -0.00437584 -0.000337696 0.0276727 -0.000502909 0.00200772 0.00462431 0.00299146 -0.00382345 -0.00921879 0.0120217 0.00330604 0.00564067 0.0207644 0.0044951
internal_weight=3707.83 3703.11 37.5087 31.5358 24.8437 17.1639 3665.61 58.5618 54.8569 41.87 27.7498 12.9869 18.5089 14.1202 3607.04 122.963 13.1175 109.846 67.1328 58.8347 42.7131 9.12953 50.8297 46.1069 18.2243 27.8826 17.198 10.6846 12.4278 15.2501 6.66552 3484.08 14.6226 3469.46 2242.95 270.15 12.7528 257.397 9.78266 1972.8 126.043 107.236 96.9108 72.3539 29.6453 24.5568 18.5366 42.7086 36.5349 24.4481 1846.76 10.8289 1835.93 1226.5 598.55 543.559 152.154 113.505 38.649 30.4533 391.405 54.9905 371.762
internal_count=15849 14673 185 140 105 70 14488 236 215 160 107 55 67 53 14252 683 83 600 341 300 259 43 261 237 113 124 82 42 63 95 59 13569 88 13481 8560 1369 48 1321 70 7191 497 403 368 282 117 86 66 165 145 100 6694 48 6646 4921 2147 1959 589 453 136 108 1370 188 1302
is_linear=0
shrinkage=0.05


Tree=228
num_leaves=64
num_cat=0
split_feature=65 65 73 10 26 4 29 29 69 72 30 49 26 12 70 8 29 70 40 27 4 16 59 74 23 71 71 13 0 23 70 49 66 4 4 1 51 9 59 7 71 65 10 11 26 13 30 5 26 49 64 70 8 66 30 10 29 28 38 60 45 31 14
split_gain=3.98627 2.59023 2.54217 2.16687 2.92232 2.85157 1.7466 4.06676 4.85552 4.50248 3.02999 2.73773 2.57799 2.55134 2.53421 4.6405 5.38747 3.61383 3.65232 4.19101 2.81934 2.52347 2.37899 2.7138 2.28503 5.38201 4.18834 3.92126 4.21074 4.01002 4.62715 3.4893 7.7481 3.88242 4.79362 3.63511 6.23235 4.88589 3.83448 4.48903 4.44986 3.78691 4.4389 3.57877 3.00546 3.66425 3.00448 2.99914 3.07304 4.58369 4.54487 3.19139 5.46185 3.1827 2.95595 2.94026 2.86044 3.1129 4.5045 4.59012 3.1232 2.69558 3.32794
threshold=-0.57833333333333325 0.91500000000000015 1.0000000180025095e-35 1.2761904761904763 0.53612500000000007 1422.3481761783621 6.8166666666666673 7.2111111111111121 0.79000000000000015 0.31791666666666668 0.15919147224456962 2.4050000000000007 0.6170714285714286 0.22500000000000003 0.13041666666666663 1.5166666666666668 8.3166666666666682 -1.0000000180025095e-35 3.8550000000000004 0.61472222222222228 1508.7997727734557 1.0000000180025095e-35 3.0455707190046786 1.5000000000000002 3.8452380952380958 0.14791666666666667 -0.76458333333333317 1.0000000180025095e-35 1558.5624763259036 5.8333333333333348 -0.087083333333333332 3.1150000000000007 2.7886762360446578 1537.2611713873555 1433.3347947607276 1685.6772616207741 1.135 0.34523809523809529 2.446557452170925 -32.822922494037122 -0.17666666666666661 -0.17462962962962963 1.2583333333333335 1.0333333333333337 0.49894444444444447 0.36666666666666675 0.17179608585858588 1478.4005711424345 0.45707142857142863 2.0850000000000004 0.022211538461538404 -0.23208333333333322 1.7928571428571431 2.5370879120879124 0.15161964472309297 1.9309523809523812 2.8944444444444448 4.9500000000000011 0.25593169684687739 0.073091751428731713 1.0550000000000004 0.13550494350282483 0.70833333333333337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 24 11 9 12 -11 22 14 -13 15 17 21 18 -9 -20 -16 -17 -8 -24 61 26 -26 28 -28 31 -31 35 33 34 -33 37 55 -29 -39 -40 44 42 -42 -35 45 -41 -32 -43 -49 50 51 -50 -53 -51 -55 -37 -27 -58 -59 60 -60 -4 -63
right_child=1 -3 6 -5 -6 -7 7 8 -10 10 -12 13 -14 -15 20 16 -18 -19 19 -21 -22 -23 23 -25 25 56 27 29 -30 30 46 32 -34 43 -36 36 -38 38 39 40 41 47 -44 -45 -46 -47 -48 48 49 53 -52 52 -54 54 -56 -57 57 58 59 -61 -62 62 -64
leaf_value=0.037447624150281723 -0.033444749965106303 0.034427451025530575 -0.00084744767168620739 -0.031628944511054517 0.026657288529157736 -0.038883607555298197 -0.033017201989304995 -0.019128012580477152 -0.037648107294783933 0.0078425181392541964 -0.036956870260984584 0.025361594769808683 0.03444732425582421 -0.021069893744775543 0.014373313157792715 0.055529698120545291 -0.015374190139341038 0.031375335114557222 -0.024077665884421742 0.046830545283738256 -0.035701871214218195 0.01578264201010262 -0.030318309206012469 0.022708314785351832 -0.043395838088670431 0.019047499065942802 0.0025298418399556646 0.033405638286459302 0.025256413613857949 0.031870969836668969 -0.015780939577643618 0.0020804533973747103 -0.034124152477607909 -0.03051126279275844 0.046754287067509968 -0.042139602239961778 0.040666322810369318 0.019033166203931653 -0.038838641750571098 -0.020116860419068589 -0.054530761569915688 -0.049732518501265269 -0.0011867827655362075 0.022291587558016281 -0.028466980996192222 0.020890122438125686 0.018302235774567462 0.026659661452076946 -0.030537896146478345 -0.037307260014419329 0.036624509530598787 0.033553952503465288 -0.021109620906571289 0.027482451270560305 -0.018985231673969361 0.014004490225525093 -0.019277083566889595 -0.022539488877564798 0.010712643276326881 -0.020050863389379284 0.05842864846452106 -0.00042564693453651047 0.0036790534716926847
leaf_weight=1.5429150816053168 5.6179070561192921 5.5241944212466469 1349.0689680725336 15.080782656092195 4.8899997808039188 5.9110349472612143 24.368303660303354 22.713028274476525 7.7868299148976794 5.9414590224623707 10.347622424364088 6.1993446350097638 8.3804514147341234 5.6595284417271614 4.6252358853816968 10.913145840168005 5.6263217926025382 6.9085792452097001 3.4363376721739751 5.2945272102952003 7.1656007692217827 6.2976819872856131 4.8042332381010038 4.8473376557230949 5.4470511376857749 7.0755840986967078 65.581994585692883 6.4596539586782447 29.571201596409082 17.468209516257048 15.205476224422457 9.9146774560213107 8.897391125559805 6.5531956255435926 15.226900383830069 5.0052031353116053 10.075487941503523 10.146788995712994 14.888881415128706 16.118429183959961 7.1582241952419272 2.7600419223308554 8.5673235803842527 6.2879571616649628 40.689200710505247 8.2287956923246401 11.249638076871632 11.879757903516291 6.8810891732573429 11.173681620508434 11.32471841201186 10.316351562738431 8.2033715620636922 5.4091034382581702 9.3182921409606916 4.366129569709301 79.158270236104727 15.136459466069935 8.8532166592776793 7.0351484119892111 5.5976244807243338 825.63859214633703 1228.6213182471693
leaf_count=9 1128 179 4587 212 34 81 118 83 43 24 38 22 30 23 14 40 22 29 26 27 33 27 23 19 17 23 227 22 126 65 55 33 33 22 49 25 35 33 66 53 25 10 31 21 150 32 41 39 24 39 45 33 28 19 31 23 301 62 36 25 18 2788 4273
internal_value=8.54559e-05 0.000212881 0.000166595 -0.0189135 -0.00337896 -0.0230836 0.0002129 -0.00505835 0.000348718 0.00337867 -0.0206162 -0.0174847 0.00818264 0.00320263 0.00516663 0.0092566 0.0271005 -0.00136861 -0.00856282 0.0189221 -0.0160587 0.0409857 -0.024696 -0.00368659 0.000416035 -0.00266017 0.000148892 0.000749485 0.00959268 -0.00205749 0.0118995 -0.00445357 0.00787447 0.0177126 0.029137 -0.00721922 0.0133678 -0.00933163 -0.0108397 -0.0125926 -0.0101198 -0.00310313 -0.0254688 -0.00465517 -0.0201526 -0.00625745 -0.00128758 0.00144882 0.0033448 -0.00107784 0.010282 -0.00146254 0.00934054 -0.0171852 -0.0019185 -0.0159819 -0.0118146 -0.0137006 -0.00164724 0.0130709 0.0291957 0.000888973 0.00202931
internal_weight=4116.44 4089.02 4083.49 27.4247 12.3439 7.45395 4077.87 151.316 105.437 97.65 16.2891 45.8787 81.3609 11.8589 72.9805 61.1896 22.8371 38.3525 31.4439 8.73086 11.7908 17.2108 34.0199 9.65157 3926.56 523.231 400.374 394.927 95.1532 299.774 43.9233 255.851 46.8801 37.9827 25.1416 208.971 19.4468 189.524 183.064 172.917 158.028 92.992 15.7255 12.8412 65.0364 24.3472 26.4551 77.2664 74.5064 62.6266 36.7255 25.4008 18.5197 25.9011 14.7274 9.37133 122.856 115.781 36.6224 21.486 14.4508 3403.33 2054.26
internal_count=15849 15513 15334 336 124 90 14206 641 436 393 62 205 331 45 301 254 89 165 136 53 47 67 160 42 13565 1917 1452 1435 353 1082 161 921 158 125 82 763 83 680 658 625 559 324 56 43 235 85 96 268 258 219 130 85 61 89 50 48 465 442 141 79 54 11648 7061
is_linear=0
shrinkage=0.05


Tree=229
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 65 4 18 16 47 4 5 59 72 18 59 9 26 72 8 69 44 3 28 4 26 71 56 72 31 70 20 20 66 26 47 8 30 66 14 7 4 6 51 69 27 18 7 3 55 3 70 70 1 1 13 5 30 1 6 44 3
split_gain=17.7047 16.0056 4.52818 34.032 2.82776 12.2437 1.58737 1.63177 2.84477 2.16028 1.98962 2.60472 2.58313 2.05359 2.191 3.83839 1.94046 2.59783 2.31785 2.52787 3.8933 2.40861 2.82607 2.24126 2.17589 2.02142 1.80926 2.15365 2.34886 3.08586 2.81225 1.96811 1.57267 1.60027 2.44147 1.53584 1.53539 1.96849 3.06171 2.22864 1.89413 2.28649 1.86348 2.30513 2.0138 2.29575 2.17181 2.02344 1.99362 1.80652 2.11688 3.95786 2.61233 2.09277 1.94119 2.7246 1.91752 2.66745 3.13641 3.21396 4.6305 2.9862 2.87617
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 0.27259259259259255 1436.0860986558603 1.0000000180025095e-35 1.5000000000000002 1.6850000000000003 1479.2711414157482 1482.2069761326036 2.7822673972755543 0.091249999999999901 1.0000000180025095e-35 2.5345147802959445 0.59166666666666679 0.46612500000000007 -0.43333333333333318 1.4555555555555557 0.47000000000000003 9.5750000000000011 1466.4691319762903 4.7888888888888896 1519.9321665105369 0.48211111111111116 -0.66291666666666649 1.8950000000000002 -0.11333333333333324 0.13732974105672804 0.20833333333333337 6.5000000000000009 5.5000000000000009 2.6900656814449921 0.50683333333333336 2.8850000000000002 0.25833333333333336 0.12864214992927861 2.1639784946236564 0.29166666666666669 -9.0279759215219411 1266.8759123876043 1472.4175233093379 1.0750000000000004 0.41000000000000009 0.50683333333333336 1.5000000000000002 38.377863010502331 1769.8480688949674 2.0850000000000004 1480.2896329924754 -0.087083333333333332 0.42458333333333337 1360.3386989408682 1367.1532147877072 1.0000000180025095e-35 1496.6633647832807 0.087609649122807012 1399.2104295423362 1481.3926231657058 5.7150000000000007 1543.8872957085093
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 32 -4 -5 -6 7 8 -7 -10 12 -12 -9 14 15 -13 25 -18 23 24 21 22 -21 -19 -20 -14 -22 -28 29 -29 -30 -32 33 36 -35 -8 37 38 39 -2 41 -39 -42 44 45 48 47 -46 -44 50 53 -52 -53 54 -45 -56 -57 62 61 -60 -61 -59 -58
right_child=2 -3 3 4 5 6 35 10 9 -11 11 13 16 -15 -16 -17 17 18 19 20 26 -23 -24 -25 -26 -27 27 28 30 -31 31 -33 -34 34 -36 -37 -38 40 -40 -41 42 -43 43 49 46 -47 -48 -49 -50 -51 51 52 -54 -55 55 56 57 58 59 60 -62 -63 -64
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leaf_weight=10.241802851669489 11.933392137289053 63.053082819562405 77.25744598521851 720.69315917789936 30.219309667823836 8.5164280571043509 3.7871764376759511 11.188095887191592 12.233981721103193 4.4680136423557988 4.614333268254998 5.5574338361620956 4.5329352915287 7.0411018542945376 6.1085277199745169 5.788900513201952 8.3005914725363237 5.2207890804857007 6.3210296221077353 8.967373527586469 5.1073072701692572 6.1293113976716986 3.3167881928384295 9.462589852511881 4.964660719037056 5.349597305059433 1.0819230973720397 7.4559398293495063 4.1347771380096665 9.3232267973944811 7.359584638848899 3.8401392102241516 9.1017623245716077 8.4640195965766889 6.8963602483272544 4.9762724419124424 8.1294253468513471 11.485293991863729 7.063961833715438 7.3720478713512412 9.6434303075075132 6.9583167135715476 7.162082254886629 7.2512989342212668 12.465832963585859 6.4414411634206763 8.2495224326848966 8.8453804701566678 6.9093909896910191 9.0177879333496076 11.322417743504046 10.121718049049377 12.839529313147068 7.1842677891254416 5.495414823293685 206.27470062300563 301.96100248396397 10.51453983038664 15.06312048435211 8.6328414380550367 497.63728773966432 7.1258925795555106 41.45660574734211
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internal_weight=2365.63 73.2949 2292.34 1003.32 926.061 205.368 175.149 166.385 25.2184 16.702 141.167 29.1103 112.057 24.496 17.4549 11.3463 100.869 90.986 82.6854 68.0021 56.7164 18.4135 12.2842 14.6834 11.2857 9.88253 38.3029 33.1956 32.1137 16.7792 15.3345 11.1997 1289.02 1279.92 15.3604 8.76345 1264.56 1256.43 26.3694 19.3054 1230.06 18.4436 1211.62 1201.97 50.0737 20.5129 29.5607 21.3112 14.0715 1151.9 1142.88 34.2837 22.9612 1108.6 1101.41 1094.16 1088.67 882.391 538.974 521.333 506.27 17.6404 343.418
internal_count=15849 4005 11844 8083 4675 2286 966 886 151 107 735 118 617 102 73 45 552 509 449 372 323 109 72 77 49 43 214 196 193 116 77 62 3761 3735 45 80 3690 3667 76 55 3591 54 3537 3508 155 65 90 65 44 3353 3327 103 70 3224 3202 3181 3165 2562 1579 1528 1482 51 983
is_linear=0
shrinkage=0.05


Tree=230
num_leaves=64
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split_feature=31 3 9 64 66 2 0 7 27 36 64 31 6 31 12 70 31 71 71 21 39 59 4 22 3 11 9 71 72 4 4 2 70 4 65 59 70 27 6 40 1 9 9 26 27 3 44 69 73 8 11 73 26 72 9 70 56 51 40 34 70 47 20
split_gain=1.62686 3.80168 4.68395 4.57665 4.67603 3.37956 3.27685 2.32442 1.842 2.11221 2.81007 1.83093 5.65209 4.39166 4.17034 4.97959 5.1432 5.42876 4.98142 3.83756 4.29457 3.4397 3.35843 4.34032 3.39656 3.20983 4.87904 3.43699 4.11502 4.28208 4.24904 5.46635 3.72923 4.27108 3.6082 3.63196 4.61013 4.37258 3.56673 4.96319 6.69321 5.11255 4.73935 4.31171 6.37659 3.7157 3.53658 3.2947 3.31003 3.22468 3.36464 3.30283 3.60294 3.71986 3.12166 3.10653 3.89075 3.04501 2.87746 3.87922 2.97666 2.85318 2.82377
threshold=0.06322451698867422 1533.9749811607956 1.4083333333333334 0.011458333333333301 2.0480549199084677 -49.592283221802852 1475.7219448525623 13.65923770057441 0.52354166666666679 4.0850000000000009 0.011079545454545451 0.10930934873949581 1502.8292927981331 0.10760959470636891 1.0000000180025095e-35 -0.48041666666666655 0.10848043336135237 -0.12499999999999993 -0.040416666666666642 0.73214285714285732 0.52058213929726749 2.605624516636674 1508.0015614687754 0.18333333333333332 1441.74641581626 2.1547619047619051 1.5773809523809526 -0.28958333333333325 0.37708333333333338 1447.5334216329113 1428.8065138753202 -3.752842713506197 -0.017916666666666647 1494.3384589553311 -0.22217391304347822 2.7822673972755543 -0.12291666666666663 0.50763888888888897 1493.8540710557015 1.9550000000000003 1400.7097500614368 1.2583333333333335 1.1833333333333336 0.44436507936507941 0.47050000000000003 1473.8254867724656 5.035000000000001 0.79000000000000015 1.5000000000000002 0.74166666666666681 0.86190476190476206 2.5000000000000004 0.50527777777777783 -0.10624999999999994 0.79285714285714304 -0.18624999999999992 1.6150000000000004 1.3450000000000004 2.2650000000000001 1.4650000000000001 -0.17291666666666664 1.925 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=6.5017705210484626 4.5714723297860465 5.2509754667989963 4.7015564395114806 8.266515711322425 4.7829696531407517 20.295820619910955 10.062627712730317 5.4465679218992591 6.1428254337515673 6.1795559790916732 5.4875833969563246 2971.8316827989183 30.237758432980627 7.5304552782326963 8.6746819191612285 26.87012011744082 4.8385810174513599 6.9399017100222391 5.0881301325280246 30.42188015487045 7.2047803550958625 5.6568193743005395 14.019196994602678 27.969603137811646 22.951629326213151 5.2327086017467144 10.77190565690398 18.583804112393409 9.6908135206904245 6.333050109446047 4.7614725383464274 6.8655856205150512 7.7156443656422216 8.6252065678127092 9.1080094999633747 8.2209196072071773 5.9448086866177645 6.7811702042818061 7.9224959637504062 5.049825899768619 12.270610629580917 4.9514221111312491 5.3504791297018528 37.026775343343616 7.0683036153204739 5.1405796906910837 9.5241663502529246 8.0187431667000038 41.921822100877762 26.915226808050647 8.0408561991061998 32.146165186539292 4.5243696374818683 5.2794990544207376 14.154664190486072 6.0210895929485542 6.2542311791330576 7.0461346805095664 6.5985635155811933 5.0449948143213978 10.312217280501498 3.7125499325338751 54.967114679748192
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internal_weight=3701.82 83.1188 60.0578 35.0605 26.7939 24.9974 16.5644 10.2295 23.0609 16.9181 10.7386 3618.7 591.906 438.659 153.246 123.009 114.334 109.495 82.6253 418.854 366.476 12.5967 70.0286 41.9888 28.0398 359.271 30.1593 329.112 274.432 264.741 89.6756 21.1512 54.6798 20.0534 34.6264 30.0549 21.834 15.8892 175.066 83.191 34.0461 22.3626 11.6835 49.1449 12.1181 10.092 16.3898 68.5244 60.5056 91.8747 15.9634 75.9114 36.7191 9.80387 19.3874 19.8058 12.2753 39.1923 52.3777 35.4669 16.9108 11.4282 3026.8
internal_count=15849 417 277 162 123 115 78 45 140 111 56 15432 2590 1963 627 510 477 459 339 1881 1590 48 291 172 119 1565 169 1396 1169 1114 371 87 227 93 134 113 82 61 743 350 148 99 49 202 45 42 67 284 249 393 70 323 181 52 115 82 54 142 291 214 77 58 12842
is_linear=0
shrinkage=0.05


Tree=231
num_leaves=64
num_cat=0
split_feature=65 65 73 42 65 11 31 31 56 8 26 19 71 72 6 28 70 29 52 3 2 7 31 72 65 55 29 29 72 69 26 60 38 44 8 31 48 30 31 50 64 69 11 39 31 30 59 3 27 3 16 26 10 71 69 42 7 13 8 30 13 70 3
split_gain=3.86856 2.50419 2.40508 1.67671 1.79897 2.91651 3.06847 4.50051 3.67419 3.63487 4.69359 3.81002 5.45397 2.48729 2.90902 3.84738 3.41036 3.33066 2.29915 2.25451 2.26147 2.93548 2.62956 2.6058 2.22203 2.08868 1.81415 3.37 4.74337 4.22093 3.69366 2.93123 2.6456 3.10347 2.81 4.26791 3.58877 3.4463 3.13519 2.3651 2.965 2.75161 2.31151 3.30744 4.37949 5.16062 3.53383 3.83175 5.07417 4.28403 3.54279 5.06315 3.51367 4.65348 3.96585 3.50262 4.72957 3.47522 4.67651 4.43401 3.36078 3.09762 3.58318
threshold=-0.84307692307692295 0.91500000000000015 1.0000000180025095e-35 12.250000000000002 -0.3342156862745097 0.96666666666666667 0.11639196206818692 0.19322956455309392 1.3950000000000002 1.2583333333333335 0.47612500000000008 4.5000000000000009 -0.11291666666666664 0.48583333333333339 1477.2454383166144 4.3875000000000011 0.09791666666666661 5.6833333333333345 2.3650000000000007 1595.9178403140108 3.8412731116228547 8.5375511891755895 0.14644659377628258 -0.043749999999999942 -0.43190476190476185 1.4950000000000003 6.8166666666666673 7.2111111111111121 0.31208333333333332 0.79000000000000015 0.6170714285714286 0.080634195075344611 0.18790362185448053 9.9650000000000016 1.5166666666666668 0.19124040920716109 1.8150000000000002 0.16525332375134746 0.21658075601374568 1.4350000000000003 0.019374999999999951 0.25000000000000006 0.69047619047619058 0.3065944033546002 0.086313324819071918 0.091287878787878765 2.446557452170925 1652.4812143273246 0.40763888888888894 1687.4602816557144 1.0000000180025095e-35 0.46472222222222226 1.9666666666666668 0.11666666666666665 0.19000000000000003 5.1050000000000013 10.79514210848413 0.70833333333333337 0.59166666666666679 0.1482928240740741 0.55000000000000016 -0.57791666666666652 1458.8207892649018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 -3 3 -5 26 13 7 8 -10 11 -12 -13 -14 -15 16 -17 18 -19 25 -21 21 23 -24 -25 -26 -27 27 28 -30 -31 -32 -33 33 -35 35 38 -38 -39 -40 -41 41 -43 -44 44 61 60 47 49 50 -51 51 52 -54 -55 -56 -57 -58 -59 59 -61 -62 -63 -64
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leaf_count=227 1145 179 19 54 27 32 31 18 52 18 39 24 45 49 147 20 24 47 22 20 24 40 20 29 29 34 83 41 63 35 25 25 38 22 50 22 37 27 22 42 50 18 10659 20 21 33 24 27 243 28 34 27 47 70 33 38 34 37 72 24 41 1285 37
internal_value=8.3736e-05 0.00015067 0.000106098 0.000149853 0.000107829 -0.00454302 0.00384143 0.00862773 -0.0137757 0.017508 0.0340203 0.00391982 -0.00955265 -0.00893837 -0.00672616 0.0127349 -0.00989921 -0.0146117 0.00796761 -0.0186845 -0.0214913 -0.0117412 0.00822052 -0.0237573 -0.0197121 0.0185175 0.00034459 -0.0052232 -8.59675e-05 0.00477372 0.0079617 0.00444336 0.00081772 -0.00256434 -0.00643927 0.0057525 -0.0179512 -0.00585112 -0.0158653 -0.0168548 -0.01145 0.00258381 0.000554181 -0.00219936 -0.00487416 0.0138634 0.00268187 0.00706358 0.00976573 -0.0164538 0.0121237 0.00270933 0.00957213 0.00185816 0.0229079 -0.00631172 -0.00162105 -0.00798865 -0.0150195 -0.0239811 0.0245418 -0.0063024 -0.0279339
internal_weight=4109.87 4102.06 4096.73 4091.39 4084.35 197.85 68.0464 56.554 16.0535 40.5005 18.283 22.2175 15.6091 129.803 117.772 16.5103 101.262 80.1277 21.1341 69.0979 63.012 30.5955 11.4967 19.0988 11.4923 14.9969 3886.5 140.994 97.7994 81.8562 75.8744 68.8695 61.2969 55.4218 50.0533 24.3088 25.7444 18.1284 11.7735 43.1941 35.5974 18.2944 3745.51 633.303 409.117 28.9756 224.186 150.744 135.208 15.5355 127.643 56.0498 46.3776 35.2905 15.055 73.4427 62.0012 51.1302 39.6076 31.1362 23.068 380.141 15.8594
internal_count=15849 15622 15443 14298 14244 783 275 227 70 157 70 87 63 508 459 52 407 327 80 280 260 113 44 69 48 56 13461 600 407 344 309 284 259 218 196 94 102 65 44 193 151 68 12861 2202 1437 94 765 533 478 55 454 211 177 130 60 232 194 160 123 96 74 1343 58
is_linear=0
shrinkage=0.05


Tree=232
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 28 12 7 36 72 1 72 70 70 8 39 3 28 44 60 71 72 28 66 35 21 23 2 74 38 28 60 38 30 7 2 3 5 44 71 1 19 30 28 28 8 4 10 9 72 34 72 4 0 5 9 65 72 66 27 71 26
split_gain=17.2629 15.2214 4.23711 32.9275 2.66597 11.8616 1.57288 3.04224 2.121 1.84329 1.84942 3.60983 2.4144 1.95931 1.89987 1.73744 3.31095 2.21384 1.73369 1.66492 2.8156 1.79962 1.74402 3.71367 4.51223 3.51076 2.9951 2.52262 2.26399 2.16128 3.14523 3.39555 6.43543 3.81464 3.44598 5.63259 6.40742 4.34451 4.16208 3.38433 3.61474 2.75939 2.76005 2.52367 5.07367 2.3074 2.19218 2.03486 2.07211 3.03178 4.17036 3.78101 3.39345 4.1344 5.63018 3.58971 3.08091 2.99867 2.96966 4.58069 4.22046 2.80475 5.43265
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 7.0500000000000007 0.36666666666666675 1.0000000180025095e-35 11.675000000000002 -0.81583333333333319 1563.5993545707495 -0.78374999999999984 -0.74666666666666659 -0.68708333333333316 0.25833333333333336 0.3035063961656988 1499.9968048655444 7.5277777777777786 11.625000000000002 0.068074314881466813 -0.08874999999999994 -0.54624999999999979 5.4722222222222232 2.5741758241758252 2.9850000000000008 0.2678571428571429 2.8660714285714293 -73.068322182334541 1.5000000000000002 0.22127008644976998 5.4722222222222232 0.073091751428731713 0.24723180325770458 0.12864214992927861 -5.3705257028935867 -111.34088875948349 1499.9968048655444 1500.1691654087838 5.455000000000001 -0.019999999999999945 1538.0708654542905 2.5000000000000004 0.17315263476680798 4.4722222222222232 5.6833333333333345 0.96666666666666667 1763.7163066080768 0.79285714285714304 2.0972222222222228 0.58541666666666692 2.6750000000000003 0.060416666666666605 1448.6551747652195 1471.0858228401839 1493.0041844886925 1.2583333333333335 -0.14902097902097897 0.37041666666666667 2.5250626566416048 0.47211111111111115 -0.31541666666666662 0.43894444444444453
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 9 8 -8 10 11 -2 -12 -14 -15 16 -16 -18 -9 22 21 -21 23 24 25 27 -26 28 -17 47 45 33 -33 -32 35 36 -35 41 -39 -37 -41 46 -43 -40 -45 -31 -36 48 49 50 51 52 53 55 -55 -24 -56 -54 59 -59 -60 62 -50
right_child=2 -3 3 4 5 -7 7 18 -10 -11 12 -13 13 14 15 19 17 -19 -20 20 -22 -23 29 -25 26 -27 -28 -29 -30 30 31 32 -34 34 37 39 -38 38 43 40 -42 42 -44 44 -46 -47 -48 -49 61 -51 -52 -53 57 54 56 -57 -58 58 60 -61 -62 -63 -64
leaf_value=0.033519124468629001 0.0040185605030057144 -0.033844110251427757 -0.033863546225467049 0.0020686720913339154 -0.033888320493707588 0.00053495530895988365 -0.026041968561435192 0.04674239799158951 0.011220961263072805 -0.022970120486582674 0.035665988718121953 -0.043313851068699533 -0.023366060767253782 0.04107958750173453 0.014536425149694984 0.036614543508132778 -0.038709609906202126 -0.0021641410812941121 0.012988663137148436 0.045297309626511378 -0.005893362060942881 0.011125122488154761 0.043122835989465182 0.045092193969678132 0.00080787477284218346 -0.033603045231093157 0.037163058057856475 -0.019821949064002791 -0.0021087245399445619 -0.030653119369027822 0.035404755291566739 -0.031074022500102758 0.028345850210610458 -0.011943551588334463 0.0079282590206777321 0.002901111163490862 0.037943868411246404 -0.01963089267949529 0.028077878184255774 -0.010278634177790704 -0.055382335743425451 -0.010503622272675383 0.029978449991314611 0.022322510096555427 -0.033309977281396841 0.010962347588518939 0.039703978137845736 0.026198708171578947 0.016071627756892241 -0.013377715676425088 -0.021870792096678721 0.041089074595266478 0.033745413651409269 -0.044649693048841151 -0.014778331103431195 -0.0038667444479074374 0.020494156077034351 0.027444210754495407 0.014786133280380387 -0.0073281845552416198 -0.033279253655256948 0.00074744084008312496 -0.013890651714459499
leaf_weight=9.7229241626337153 10.530416607856752 60.98158580577001 74.729509474011138 720.67499869689345 29.228323768591508 174.03235905407928 5.7085885591805008 7.471458360552786 11.535654526203869 7.2785338610410681 5.460268720984458 6.5236732065677634 7.3658486008644095 3.1827164590358725 8.7512411177158373 6.9925817847251919 9.8381902873516101 7.1598362326622 7.7505902945995331 7.914082258939743 9.5431387424468976 7.5078093409538287 7.867046624422076 6.9210642576217642 9.4107451140880602 8.5330071449279767 14.234194248914717 7.44057473540306 8.2020910382270831 9.3513079807162267 14.236281856894491 13.473287612199785 6.8854309618473044 11.406918317079546 6.8781417012214652 14.817230571061371 14.770830161869524 13.951927989721296 14.962936967611311 10.546733796596525 7.6745918989181545 9.1454607546329516 7.8028118610382071 10.185664985328915 6.8575004935264579 5.1736363619565955 25.741678599268198 7.8727430701255789 18.606035634875298 18.609180018305779 10.827415928244589 9.3298910260200483 16.276226252317429 9.4356738328933698 14.162894517183306 8.4085807800292951 10.99834170937538 30.572691053152084 9.9723518490791339 13.722092270851133 8.4257962107658368 622.72456042468548 80.948821365833282
leaf_count=1176 31 2829 3408 2389 1320 966 18 23 39 37 16 20 22 9 25 20 29 20 25 24 28 23 23 21 27 26 42 21 23 37 42 39 20 32 20 44 44 39 43 31 21 26 22 30 20 18 77 22 53 53 32 26 48 26 41 24 31 87 28 39 24 1797 233
internal_value=-0.000247937 -0.0245807 0.00050448 -0.00193975 0.000642297 -0.00441502 0.00239982 0.0132655 -0.00111468 0.00211882 0.00226513 -0.0140874 0.00249166 0.00234387 0.00249931 0.00239826 -0.0104514 -0.0233161 0.0295561 0.00267646 0.0154524 0.0286613 0.00240253 0.0105806 0.00622298 -0.00627201 0.0226936 0.00403121 0.0157117 0.00194465 0.00659264 0.00831279 -0.0109779 0.010637 0.00835832 -0.00111849 0.0162055 0.014233 0.00315908 -0.014845 -0.0292757 0.0245003 0.00813391 0.0130936 -6.18181e-05 -0.0158301 0.0330038 0.000890362 0.000666713 0.00565761 0.00801917 0.0103446 0.00813541 -0.00193556 -0.0117121 0.0188463 0.000639785 0.0146232 0.00965872 0.0166721 -0.00722636 -0.000498357 -0.00829093
internal_weight=2357.25 70.7045 2286.54 998.665 923.936 203.261 1287.88 32.4663 17.2442 1255.41 1248.13 17.0541 1231.08 1225.62 1218.25 1215.07 25.7493 16.998 15.222 1189.32 24.965 15.4219 1164.36 61.7343 54.8132 31.1683 23.6449 22.6352 15.1947 1102.62 203.862 189.337 20.3587 168.979 154.742 59.2163 26.1777 95.5261 45.958 33.0386 18.2213 49.5681 16.9483 32.0061 17.0432 14.5249 32.6198 898.76 890.888 168.608 149.999 139.172 129.842 50.8725 34.5969 16.2756 25.1612 78.9692 62.6929 44.2948 18.3981 722.279 99.5549
internal_count=15849 4005 11844 8083 4675 2286 3761 105 57 3656 3619 51 3568 3552 3530 3521 74 49 48 3447 75 47 3372 180 159 90 69 64 43 3192 605 550 59 491 449 172 76 277 132 96 52 145 48 93 50 55 97 2587 2565 482 429 397 371 145 98 47 72 226 178 126 52 2083 286
is_linear=0
shrinkage=0.05


Tree=233
num_leaves=64
num_cat=0
split_feature=29 10 55 10 10 40 29 49 45 51 27 1 9 29 36 38 22 55 31 13 4 8 11 46 36 11 65 12 29 12 18 72 24 27 27 6 70 30 16 9 29 27 1 1 13 46 72 9 26 49 39 29 29 56 27 19 7 1 66 41 28 1 34
split_gain=1.61038 2.62643 4.01023 4.09932 3.94261 3.02481 2.82974 3.51696 2.68059 2.70337 3.00241 3.64231 4.55514 3.54981 2.13274 1.89757 1.59491 3.32163 4.85463 4.30274 3.73621 3.29647 3.08432 2.94723 3.2091 2.81152 2.73701 3.874 3.78289 5.95383 4.67039 4.48071 4.25807 4.15622 3.49314 3.28783 4.08305 3.70337 3.27588 2.80277 4.11875 2.5748 2.50016 2.46518 2.90435 3.91195 2.45114 2.38392 2.38171 2.37052 3.6302 2.39289 2.21493 3.73482 2.20593 2.13825 2.09161 2.04805 2.06872 2.41546 1.95537 2.22467 1.85626
threshold=2.2928571428571431 1.1380952380952383 1.7950000000000002 1.5444444444444447 2.3095238095238098 2.1750000000000003 1.3666666666666669 2.8250000000000006 1.3450000000000004 1.2550000000000001 0.45354166666666668 1450.4044055122845 1.2583333333333335 1.2750000000000001 1.6850000000000003 0.29805731751986159 0.77500000000000013 1.8950000000000002 0.12208672086720866 0.77500000000000013 1397.3746875593272 2.2761904761904765 2.0333333333333337 2.1350000000000002 3.0350000000000006 2.3095238095238098 0.070196078431372474 0.55000000000000016 4.1833333333333345 0.36666666666666675 2.5000000000000004 0.14083333333333328 0.88194444444444453 0.50267857142857153 0.49950000000000006 1510.219775811302 -0.4729166666666666 0.099054500044599064 1.0000000180025095e-35 1.0333333333333337 4.7888888888888896 0.42414285714285721 1449.0887221229189 1498.8636380705573 0.36666666666666675 2.8250000000000006 0.32166666666666671 1.3785714285714288 0.48050000000000004 4.1650000000000009 0.28008035188085445 3.3875000000000006 4.1833333333333345 1.6650000000000003 0.49763888888888891 1.5000000000000002 -10.307624525833829 1543.5282458261224 2.8297101449275366 1.9750000000000003 8.4500000000000011 1495.7047961827191 1.885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 5 -5 -3 -8 9 10 13 12 -12 -1 -6 -11 60 19 49 20 52 22 26 -20 -25 -24 28 57 31 30 35 32 34 39 -22 36 -30 -38 -35 40 -31 -34 -27 44 45 -39 -33 -37 -48 -19 51 -51 53 -18 -43 -32 -56 58 59 -28 -2 -62 -59
right_child=16 2 -4 4 14 -7 7 -9 -10 15 11 -13 -14 -15 -16 -17 17 18 23 -21 21 -23 25 24 -26 42 27 -29 29 33 55 46 41 38 -36 47 37 43 -40 -41 -42 54 -44 -45 -46 -47 48 -49 -50 50 -52 -53 -54 -55 56 -57 -58 62 -60 -61 61 -63 -64
leaf_value=0.025397727240685255 0.00066566634485765467 0.051204955679818011 -0.035026482566071687 -0.043534068777953176 0.042066892320338826 0.0026343820244411494 -0.010256215911772087 0.046009846037929999 0.012583631069177434 -0.041098419096041394 -0.0089939275148573933 -0.015740728396552491 0.059577672514140451 -0.035603037833898038 -0.0065085151613557234 -0.0023074265502326034 -0.023875664405897858 0.050436231328754855 -0.02771592929722759 -0.041768732161158693 -0.013062853564086308 -0.023951083590328145 0.028737965379339533 0.042350555203616934 -0.013179826291412018 -0.023385670805498172 -0.032654050218784945 0.021609968053975984 0.050126454488218987 -0.046031879098919856 0.067847485147252765 0.02865290094880963 0.0061921591216829511 -0.042383650642984175 0.03677280202523886 -0.00037369320041340769 -0.053893925468224226 -0.010858692735252036 -0.0029016688562384764 0.034541064206156415 0.022817566252054548 -0.043419170146469732 0.01888502206127916 -0.024679377130470449 -0.019445288209810053 0.046489764794159935 0.018676055954693491 0.03403476073369778 -0.031289069059559804 0.018655556149253974 0.040101033930041663 -0.02852532218653004 -0.038816228181657496 0.031278996114123103 0.0047385687438631146 0.024269125933106556 -0.038241957138914949 -0.014903113329288798 0.014555012873483273 0.012011899385024604 0.014222647826406599 -0.034434325853510563 -0.050995200452023152
leaf_weight=2.8954218279104706 3230.4306557883974 6.9498171673622009 6.0570403879974029 7.579198636813091 5.0123190216254425 6.669687730493024 7.3524033417925221 4.4631174821406603 9.2013953726273012 14.058636988746004 4.7246354427188653 11.158848005346952 4.9690543613396585 13.526615700917317 4.114659053273499 4.0640040296129873 12.002702161902567 6.3980779459234354 10.161118428455667 7.7249501037877044 9.7271895608864707 16.218612575903535 15.921443381113933 4.4480450535193068 6.2679295896086842 6.9084521695040149 11.063568860292436 6.3912372502963981 3.4575123190879777 4.0190017586573941 5.1554003888741118 9.9264432562049496 5.0426483491901299 11.644823441049086 5.5068541932851067 7.3347505629062679 3.7265662699937883 5.0098729091696494 9.5725715723820013 6.493880219757556 4.7272521639242768 17.922763331560422 7.0860950357746333 7.5075527005828908 5.9130900651216498 7.3162815123796463 4.6713333358056826 16.046953389653936 4.8730737965088338 5.6243566812481749 8.3075577714480442 5.1464207908138633 11.069548776140435 4.1239062100648871 6.0808158766012639 6.2001840565353632 5.2957082856446487 6.3475000029429784 5.8460136619396499 4.1667957734316579 3.3257896564900857 7.9999351259320974 8.1195301248226297
leaf_count=14 13711 28 42 40 19 26 35 17 36 75 34 62 22 100 21 19 56 30 46 39 46 92 59 17 40 38 48 31 11 19 16 39 19 42 19 24 12 19 35 23 22 77 33 32 23 25 17 56 26 26 28 26 57 15 20 26 27 32 28 22 22 56 32
internal_value=6.49986e-05 -0.00581744 0.00301541 0.00848324 -0.00548902 -0.0219233 0.0258884 0.0109974 -0.0124078 -0.0165588 -0.0088572 0.00373591 0.0261564 -0.0248478 0.0201679 -0.0323995 0.000250119 -0.00299467 0.0094513 -0.00494264 -0.00395636 -0.00212028 -0.000675249 -0.00842349 0.00987003 0.0143673 -0.00276729 -0.0142286 8.12298e-06 0.00602589 0.0148018 -0.00906694 -0.0170492 -0.0102629 0.00495191 0.00890307 -0.00127717 -0.00730732 -0.0245707 0.00965659 -0.00881953 -0.0268089 -0.00198204 -0.000564417 0.00936167 0.0231809 0.0112573 0.023241 -0.00683456 0.0240991 0.0152667 -0.0038881 -0.0215935 -0.00977148 -0.0324887 0.0440536 -0.0152686 -0.0206729 -0.0107291 -0.0204341 0.000592956 -0.0201462 -0.0351596
internal_weight=3697.07 112.797 48.1982 42.1412 23.3759 14.2489 18.7653 11.8155 64.5986 55.3972 37.2746 20.8525 9.69369 16.422 9.12698 18.1226 3584.27 342.516 46.3535 296.163 288.438 261.242 245.023 20.8771 10.716 29.916 215.107 41.9346 173.173 104.126 67.6682 69.0468 49.576 36.4575 15.234 56.3126 32.9309 29.4734 21.2174 15.2401 8.74625 34.3419 13.9945 25.7468 18.2392 12.3262 19.4709 23.3817 9.54441 25.4764 19.0783 10.7708 27.1962 16.1266 29.2993 11.3556 11.3765 35.5434 21.0764 15.2304 3241.76 11.3257 14.467
internal_count=15849 590 228 186 106 66 80 52 362 326 232 118 56 114 40 94 15259 1470 213 1257 1218 1090 998 103 57 130 868 193 675 385 244 290 208 141 65 202 122 111 77 64 41 143 71 99 67 44 82 80 43 110 80 52 128 71 124 42 47 162 98 70 13789 78 64
is_linear=0
shrinkage=0.05


Tree=234
num_leaves=64
num_cat=0
split_feature=65 65 1 56 60 13 29 30 71 52 64 73 27 29 29 64 61 72 73 27 72 21 14 0 64 6 10 31 1 16 42 41 71 41 30 28 24 9 66 69 41 3 25 47 6 38 71 69 0 2 6 54 52 70 3 28 41 69 26 10 65 4 31
split_gain=3.73235 2.41649 1.64744 2.66595 3.43878 2.66473 3.01468 2.62593 2.2883 2.47151 2.78095 2.23956 2.1692 2.44786 2.11965 2.02898 3.30931 3.17396 3.48419 3.5561 3.29357 2.65496 2.21867 2.13548 1.95688 1.92396 3.14472 2.65239 1.92108 2.34546 1.89629 2.06057 3.54624 3.43915 2.59679 3.13583 3.23705 2.53067 4.23807 2.85138 2.29016 5.24 4.00154 3.11001 4.02506 3.35408 3.96892 3.21168 2.95217 2.93309 2.71205 2.67268 4.04158 2.36156 3.30331 2.30197 2.11705 3.34412 1.96183 1.97631 1.95808 1.87664 2.60343
threshold=-0.84307692307692295 0.91500000000000015 1767.6845169171197 1.675 0.069435023138726806 0.36666666666666675 7.354166666666667 0.18395402298850577 -0.42208333333333331 2.6250000000000004 0.082499999999999976 1.0000000180025095e-35 0.68950000000000011 9.3809523809523832 8.6833333333333353 0.11769230769230767 0.22500000000000003 -0.034166666666666547 2.5000000000000004 0.45707142857142863 -0.43333333333333318 0.4642857142857143 0.90000000000000013 1589.3640871511532 0.040156249999999956 1514.0558395883638 1.7238095238095241 0.19242713807931197 1441.1372270454165 1.0000000180025095e-35 11.625000000000002 2.5750000000000006 0.30875000000000002 2.6050000000000004 0.11968821475863727 5.4722222222222232 0.41428571428571431 1.6547619047619049 2.691391941391942 0.17000000000000001 2.3350000000000004 1668.3951347148206 0.41428571428571431 1.2750000000000001 1494.6312747027243 0.20797551842538048 -0.49041666666666656 0.31000000000000005 1434.3659651942851 143.26237402220877 1508.6100649942405 1.5450000000000002 3.4550000000000005 -0.16999999999999993 1529.3414242787119 8.6125000000000025 2.4650000000000003 0.55000000000000016 0.68950000000000011 3.9666666666666672 -0.047717391304347843 1611.6643068542187 0.22768252434999597
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 5 8 7 -7 -4 -5 -10 61 -2 13 14 15 16 30 20 19 -19 -18 23 -17 -21 -14 27 -27 28 29 -20 31 40 33 -33 -35 -36 -37 38 39 -38 51 43 -43 44 49 46 -45 -46 -48 -42 56 52 55 -52 -55 58 57 -50 59 -13 -49 -11 -63
right_child=1 -3 3 4 -6 6 -8 -9 9 10 -12 12 24 -15 -16 22 17 18 25 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 32 -34 34 35 36 37 -39 -40 -41 41 42 -44 45 47 -47 48 60 50 -51 53 -53 -54 54 -56 -57 -58 -59 -60 -61 -62 62 -64
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leaf_weight=7.555253268685191 4.9281928865239015 5.1546896900981656 8.8186495201662165 4.4684425280429414 10.6658025435172 19.685525504406545 4.5069686993956557 4.8548771874047807 4.8798305965028694 4.2486054338514831 4.2761468589305869 3613.7775554023683 5.3494017310440523 7.2259965837001792 9.3101255595684034 7.7031572610139829 9.4819993004202825 7.1379648745059994 3.9149936586618486 5.4426939263939875 25.446842648088932 6.5611864328384391 5.5199193768203259 6.6350347772240639 5.6705485656857491 4.7536187991499883 5.4690948501229286 6.563385270535945 12.083473104983566 3.5230624973773956 7.4799962490797034 7.0918255038559428 3.9728112146258345 2.9525181651115409 14.493619062006472 6.8500863201916244 3.5184587612748173 4.3376641012728205 9.0551746971905214 3.0318624824285507 6.0792398191988459 5.0230056121945408 11.268887534737585 5.4572217613458625 13.55575028806925 9.2918055728077871 4.9112361371517173 5.1806947290897369 21.747998636215929 9.2132237702608091 6.6100339703261879 6.3657633364200583 12.885144427418707 4.2832406125962716 6.202931210398674 10.258715935051439 8.1762979403138143 9.6984025686979276 8.3466009795665723 7.4225696548819533 6.5458498150110227 19.179852110799406 6.1813894635997704
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internal_weight=4102.28 4094.73 4089.57 91.7661 53.9001 37.866 24.1925 13.6735 43.2343 38.7658 33.886 3997.81 3992.88 3981.86 3974.63 3965.32 3952.1 97.0134 62.0845 25.7769 34.9288 18.6389 13.2231 12.0777 11.02 36.3076 10.2227 26.0849 19.5215 7.43806 3855.09 3847.61 55.304 51.3312 44.2394 41.2869 26.7932 19.9432 15.6055 6.55032 3792.3 133.246 16.2919 116.954 40.5748 76.3792 67.0874 25.2823 61.6301 15.2925 56.7189 3659.06 3652.69 17.0962 10.4862 3639.81 39.6227 31.4464 3629.55 3621.2 11.7265 29.6098 25.3612
internal_count=15849 15622 15443 476 262 214 146 68 205 189 170 14967 13837 13794 13768 13735 13686 403 261 90 142 68 49 43 43 171 40 131 102 41 13283 13223 330 307 270 254 162 128 107 44 12893 621 65 556 173 383 344 110 321 63 282 12272 12250 86 52 12202 196 145 12165 12139 49 153 135
is_linear=0
shrinkage=0.05


Tree=235
num_leaves=64
num_cat=0
split_feature=73 73 73 73 23 73 73 23 9 4 27 71 9 70 9 27 44 26 26 12 27 31 25 70 69 74 55 24 72 14 8 1 28 8 71 59 6 60 4 60 71 3 70 5 2 3 74 39 28 42 6 3 8 36 3 19 1 31 65 39 9 20 27
split_gain=16.837 14.4756 3.96649 31.8603 2.56907 2.44654 11.5281 1.77805 4.01079 2.83109 6.01381 3.40344 3.21659 2.68187 3.6428 3.28032 3.65899 3.41462 3.68068 2.81284 2.62538 3.27412 3.38153 2.61524 2.60179 2.40203 2.97326 3.48249 2.32035 2.31886 3.94248 5.25759 4.01286 3.7535 3.49954 4.122 3.93515 3.77153 3.25529 4.67754 2.99465 3.007 3.59794 2.81659 2.59492 2.42293 3.65666 3.41431 3.60761 5.02528 2.73414 2.31681 2.30997 2.22397 2.13906 2.48336 4.11394 8.22088 4.60089 3.67071 3.66187 3.53475 3.12949
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 6.166666666666667 4.5000000000000009 5.5000000000000009 3.3095238095238098 2.2583333333333337 1682.9912980740912 0.54211111111111121 -0.34041666666666665 0.96666666666666667 -0.2987499999999999 1.0333333333333337 0.43050000000000005 6.3550000000000013 0.47612500000000008 0.45645833333333335 1.0000000180025095e-35 0.41050000000000003 0.21181455633100699 0.43650793650793651 -0.39874999999999988 0.41000000000000009 1.5000000000000002 1.7450000000000003 0.81666666666666676 -0.35625000000000001 0.63333333333333341 1.4083333333333334 1637.9737089763355 3.2361111111111116 1.4833333333333336 -0.15999999999999992 2.8737319920451134 1505.5617991691197 0.079924068825888761 1586.5514302404833 0.058149767143676707 0.18166666666666667 1473.8254867724656 -0.10374999999999994 1484.2759071461162 -34.277745472098438 1460.022285470264 2.5000000000000004 0.3572097885899273 4.3875000000000011 3.8850000000000002 1498.9975026149996 1415.8169634770315 1.3785714285714288 1.8450000000000004 1354.5326946938499 1.0000000180025095e-35 1500.9535838773975 0.13550494350282483 -0.23643132220795887 0.26379718421122106 0.96666666666666667 1.5000000000000002 0.47763888888888895
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=2 -3 3 4 -6 6 -8 8 -10 -11 11 12 -14 20 15 16 17 24 -20 -21 29 -23 -24 25 -26 26 -28 51 -30 30 32 -33 33 54 38 44 -38 -39 39 53 -42 42 -44 -45 -46 47 -48 -49 50 -51 -52 52 -54 -55 55 56 57 58 -60 -61 -62 -63 -64
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leaf_weight=9.2305549583397788 1285.4758287221193 58.972512655658647 72.255267939530313 11.817361958324907 6.2993547928053877 27.873718910617754 172.72785929194652 7.7081160098314276 21.397546634078026 13.957212716341017 5.2628066986799267 8.2604212537407893 16.518846444785595 6.9388106912374559 12.00068525969982 9.8669440373778361 12.583577349781992 12.993668962270023 8.7299656867980939 26.366806762292981 13.120938636362554 6.8231337293982497 11.600608542561529 27.219192735850811 13.427901253104208 12.209444820880888 8.1967050209641439 5.6640117615461376 6.6447671204805365 10.035421073436739 14.021883571520446 14.687880992889403 7.666041560471057 5.4509562999010077 22.109955683350563 7.4304311871528625 14.143862307071684 13.182409748435019 7.3225466012954739 5.639664910733698 10.677726000547407 10.867069309577344 32.482426701113582 18.94865607470274 6.7570891231298429 15.736382916569712 9.7158546745777148 10.951161205768583 8.8346111774444562 5.7441240400075904 6.4600908905267707 11.730358868837358 8.14793663471937 6.5790708661079407 8.6843898221850377 5.3591286838054684 13.225269615650175 9.3149304538965207 41.377772081643343 19.908361652866006 11.87372090667486 16.083377957344055 25.479354415088892
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internal_count=15849 4005 11844 8083 4675 4628 2257 2371 479 414 371 104 88 1892 379 337 299 150 64 149 1513 89 66 267 86 242 155 126 54 1424 944 319 625 581 480 174 130 83 306 63 274 237 145 92 44 243 94 149 113 67 46 86 69 40 556 539 363 220 178 143 65 176 124
is_linear=0
shrinkage=0.05


Tree=236
num_leaves=64
num_cat=0
split_feature=73 26 40 31 60 22 46 28 26 72 26 3 46 24 26 3 71 72 7 7 72 36 52 65 42 25 20 1 64 7 31 36 28 61 21 70 70 27 72 28 70 29 60 66 30 8 25 0 31 30 18 42 5 39 34 7 31 53 30 65 27 31 1
split_gain=1.55205 3.93869 2.92127 4.31203 2.94828 3.5797 4.51412 6.65309 4.88392 3.53423 3.86632 3.42106 3.21794 2.95209 3.32848 4.23578 3.96605 3.00587 2.5711 3.42043 6.27524 2.22707 2.13234 2.62477 3.35871 1.85706 1.79832 2.06712 1.78645 1.72543 1.55448 1.53386 3.11205 1.79919 2.62359 3.66626 5.28478 3.63234 3.19871 3.07652 2.63347 2.34335 2.24832 1.70544 4.07453 6.03586 4.6566 4.24687 4.19324 3.91656 3.53567 4.58657 3.93824 3.38736 4.80828 3.40201 5.22796 4.55526 4.93219 4.91411 4.73627 4.37493 4.40732
threshold=5.5000000000000009 0.54707142857142876 3.8550000000000004 0.2175666199158485 0.066073294521570361 0.23611111111111113 2.7550000000000003 4.3875000000000011 0.49950000000000006 -0.41999999999999987 0.53050000000000008 1446.551001336185 4.2150000000000007 0.73214285714285732 0.46118055555555559 1499.9968048655444 -0.11291666666666664 0.052916666666666605 8.8813393273733272 -2.30324395056607 -0.077083333333333295 1.9750000000000003 4.2750000000000012 -0.17462962962962963 6.0450000000000008 0.64583333333333337 1.0000000180025095e-35 1476.6286352690402 0.13553571428571429 -7.5974404736477927 0.16060405643738976 11.675000000000002 7.4722222222222232 0.22500000000000003 0.81666666666666676 0.15166666666666667 0.21541666666666667 0.50816666666666677 -1.0000000180025095e-35 4.1833333333333345 0.09166666666666666 5.5857142857142863 0.068074314881466813 2.9199857752489335 0.19245014245014247 0.93095238095238109 0.18333333333333332 1351.4734781303157 0.17731727235606373 0.092206477732793515 3.5000000000000004 3.7850000000000006 1506.1141500558108 0.47422650683545176 2.4650000000000003 -6.3881375204831548 0.10683317275624392 2.2250000000000005 0.084072881489044168 -0.07959252971137519 0.49683333333333335 0.12755527743012099 1502.0273518570373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 4 30 9 -6 7 8 11 -2 12 -7 13 14 29 -16 -17 -15 19 21 -21 -3 28 -24 -25 -14 27 -8 31 -11 -4 33 -33 43 35 37 -37 -35 -36 -39 -40 -41 -38 -1 46 -46 47 -45 50 -49 53 52 -52 54 55 56 -48 59 -59 60 -57 -60 -63
right_child=1 18 3 -5 5 6 26 -9 -10 10 -12 -13 25 17 15 16 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31 -32 32 -34 34 38 36 42 39 40 41 -42 -43 -44 44 45 -47 48 49 -50 -51 51 -53 -54 -55 -56 57 -58 58 61 -61 -62 62 -64
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leaf_count=11548 46 35 26 22 97 18 26 24 24 19 27 25 28 23 37 19 26 27 194 28 27 29 13 19 72 20 29 28 30 23 39 157 12 127 25 30 30 22 20 55 24 33 33 24 60 659 19 26 564 324 26 54 45 106 103 45 187 22 89 157 27 61 35
internal_value=5.94084e-05 -0.00416023 -0.000207532 0.0167032 -0.00299154 -0.010826 -0.00245107 0.0117193 -0.00449421 0.0040718 0.00888319 0.0153328 0.0048533 0.0106524 0.0186619 0.00616035 0.026263 -0.0103168 -0.0162666 -0.00626748 0.0147955 -0.0205981 0.000308525 0.0226254 0.00849453 -0.0209174 -0.0213039 -0.0106852 0.000239991 0.039595 0.0299391 0.000195873 -0.0206746 0.00024883 -0.00752568 -0.0112479 0.00704534 -0.019184 0.0166623 -0.0063079 0.0362732 -0.0163236 -0.0146562 0.000416007 0.00284234 -0.00430153 0.00523205 -0.00528682 0.00770731 -0.00860439 0.0117903 0.0285191 0.0416807 0.00949019 0.0069779 0.0107461 0.0206205 0.00482175 0.015279 -0.0071629 0.014756 0.0203861 0.00496942
internal_weight=3691.19 205.771 155.124 21.9279 133.196 63.1507 42.243 24.1164 17.461 70.0449 59.1835 11.1773 53.8307 43.9425 31.7972 19.9079 11.3131 12.1453 50.6474 28.3293 11.4703 16.8589 3485.42 10.6709 8.05519 9.88825 18.1266 12.4613 3474.75 11.8892 16.1669 3469.5 8.7813 3460.72 72.8501 63.1345 19.1023 44.0322 9.71565 24.4092 6.62166 18.5148 11.3641 3387.87 596.677 149.564 447.113 85.1711 361.942 78.2613 229.72 27.7674 19.5615 201.952 175.532 145.386 54.5183 90.8682 48.5265 42.3418 15.9428 44.009 22.4956
internal_count=15849 966 653 87 566 271 174 91 67 295 249 43 222 174 124 82 45 50 313 119 55 64 14883 104 91 48 83 54 14779 42 65 14749 169 14580 399 330 93 237 69 110 44 88 63 14181 2633 719 1914 374 1540 350 976 125 71 851 745 642 206 436 207 229 72 185 96
is_linear=0
shrinkage=0.05


Tree=237
num_leaves=64
num_cat=0
split_feature=65 65 1 71 4 1 11 10 60 28 19 3 31 4 2 56 3 59 30 27 5 18 20 11 12 71 72 8 1 2 66 41 3 30 13 9 9 59 65 40 12 11 38 70 48 27 69 0 73 54 38 31 31 38 40 27 73 8 72 55 55 14 42
split_gain=3.5891 1.76268 4.45088 4.5556 3.82527 3.52157 5.76096 6.18463 3.72938 4.65888 4.61358 3.97216 3.68855 3.49755 3.49117 4.81793 4.07797 5.60037 3.48977 3.48725 5.01238 3.28791 3.51667 3.21059 3.10672 3.2604 4.80667 3.76115 3.20355 4.04191 3.14324 5.60705 3.53747 3.68987 3.30586 4.39665 3.48111 3.82433 3.37596 5.11101 3.23645 4.14265 3.61672 3.30483 3.28156 3.1013 3.0919 3.61174 3.06158 3.04193 3.80153 3.39877 4.62479 2.99638 2.99631 2.91533 3.52745 2.88752 4.15944 3.68489 4.21607 3.19468 4.98158
threshold=-0.84307692307692295 0.046629588431590603 1420.4203074930117 -0.091249999999999928 1524.0053657215692 1478.2835589767419 1.861904761904762 1.2071428571428573 0.054411350449050759 3.7321428571428572 1.5000000000000002 1436.5584944130262 0.13864999638649997 1508.0015614687754 -1.0660440550900601 1.635 1410.6155123601543 2.6364747387384928 0.23660018057949603 0.41236111111111112 1500.1691654087838 3.5000000000000004 1.5000000000000002 1.3095238095238098 0.63333333333333341 -0.12499999999999993 -0.13499999999999993 0.20714285714285713 1475.5614295021999 -34.277745472098438 3.2667984189723325 2.0450000000000004 1702.9124570477377 0.21960458240946049 1.0000000180025095e-35 0.86190476190476206 1.1833333333333336 3.0455707190046786 0.22835164835164823 3.0650000000000004 1.0000000180025095e-35 1.1833333333333336 0.24821000313659444 -0.14624999999999991 1.5450000000000002 0.52133928571428589 0.53000000000000014 1524.4273140740877 2.5000000000000004 1.3150000000000002 0.250575152473275 0.10544848035581912 0.16489180922170613 0.26635481928609545 2.6850000000000005 0.5338750000000001 1.5000000000000002 1.7928571428571431 0.22374999999999998 2.0150000000000001 1.7750000000000001 0.70833333333333337 3.1750000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 14 18 5 6 7 21 12 13 11 -11 -7 23 -3 -16 17 -17 24 -18 -21 22 -5 48 25 27 -27 -4 -28 -30 32 -32 33 34 35 -29 38 40 39 53 43 -42 -43 -38 -45 -37 47 -22 55 50 -12 -52 -53 -36 -40 56 -10 58 59 60 61 -6 -63
right_child=1 2 3 4 57 8 -8 -9 9 10 49 -13 -14 -15 15 16 19 -19 -20 20 46 -23 -24 -25 -26 26 28 30 29 -31 31 -33 -34 -35 36 45 37 -39 54 -41 41 42 -44 44 -46 -47 -48 -49 -50 -51 51 52 -54 -55 -56 -57 -58 -59 -60 -61 -62 62 -64
leaf_value=-0.03496530092283915 -0.00042165558819063671 -0.028468649612473713 -0.038055409645051989 0.011124632283485486 0.003335394579416031 -0.0093837761018105079 -0.022914540163242847 0.034126183417704202 0.020314559706469688 -0.061452976009881172 0.066313346443185178 -0.015953108965046592 0.036784469895906384 0.041937995866937326 0.0057150560097243763 -0.019020807507759203 0.016682303219608875 0.044615190766488677 0.02589320034895562 -0.040196178929874711 0.017504415677047996 0.037732625416608566 -0.024071571289283597 0.029010555932061283 0.034549551369793902 0.052172263833473037 0.037626506535243097 -0.0073792844294113327 0.023701330694013745 -0.027448555636342582 -0.028030886723090356 0.014837419409990133 -0.02645347901772507 -0.024110402081692562 0.037759699555228426 0.044829729723482196 -0.03184353227099692 -0.034693158124809415 0.012621011678436489 0.054997868318651257 -0.0086408003369676748 -0.020853829102345921 0.027897083817743987 -0.022792930850992627 0.026507906662379871 0.011781461557296299 0.01628727222291184 -0.037179262515562687 0.014013806595210523 -0.018155077309771464 0.040067652072261054 -0.018890841180544751 0.019062434855276617 0.0036825690795187598 -0.033215168539167686 -0.042300246938972268 -0.030539014457489397 0.0043845357087919732 -0.048026976434467843 0.028975786301649955 -0.02837105210213859 -0.022634767847986875 0.0086084836814213275
leaf_weight=7.2944592097774139 3166.2165031712502 15.161626323126255 5.2690572398714712 18.191666181199256 64.464841856621206 6.5086991996504393 9.4905191487632674 33.356593885924667 7.7334351660683769 5.9623788492754128 2.5050823902711263 24.536056466866285 12.901867524720727 7.2139384732581666 72.520313201006502 7.2752027153037471 5.9853356666862956 6.5884605823084712 26.18470308650285 23.418039964977652 4.2441336638294187 6.0811925022862843 11.637004041112958 10.420370937325059 9.7111293375492078 8.8291749507188815 6.6386610982008305 9.2473188638687116 7.1660731411539045 8.3771948306821233 18.15690058562905 13.153880659956483 7.5713202916085711 8.3329782332293671 9.0737235527485627 18.376373735256497 11.151837343815716 7.334930393844842 9.7707523708231729 9.7372282953001541 18.204480761662126 4.409217905253171 27.736443439032882 6.0269729658029956 7.6716794692911208 11.567265356890855 8.637630829587577 10.464944415725766 15.889867347665129 17.745458217337728 5.2616114099510005 19.408336671069264 13.687181470915673 22.31526508089155 5.6139904437586656 6.6960569042712441 6.0996478050947189 69.751522618811578 6.183086635079234 7.1007807534188023 21.459078285843134 40.382246278692037 18.650899372529238
leaf_count=227 11920 55 19 65 251 26 35 137 35 22 10 98 58 27 312 26 25 26 113 81 18 27 39 39 44 29 26 37 27 34 74 74 27 35 46 75 41 34 54 35 69 22 97 21 29 46 36 44 61 85 18 69 58 79 20 24 22 301 20 31 80 162 72
internal_value=7.58863e-05 0.000138421 0.00206334 0.00362218 0.000553418 0.00494099 0.0136188 0.0186244 0.00073702 -0.00205152 -0.00907671 -0.0248482 0.0213035 0.0095294 -0.00568505 -0.00320229 -0.0129103 0.0112211 0.00846119 -0.0192525 -0.0238517 0.00422486 -0.0026064 0.00453801 0.00677962 0.00574926 0.0209709 0.00370333 0.0085517 -0.0038664 0.00467928 -0.0100216 0.00705021 0.00840984 0.00993023 0.0227565 0.00631508 -0.000231203 0.0158761 0.0233507 0.00313015 0.0104174 0.0212102 -0.0116346 0.0048171 0.0320631 -0.00745734 -0.0214009 -0.00246419 -0.000869479 0.00663723 0.00273982 -0.00319466 0.0135334 -0.0041049 -0.0152184 -0.00210914 -0.00409077 -0.00782662 -0.00619197 -0.00791467 -0.00436016 -0.0127638
internal_weight=4094.75 4087.46 921.244 766.948 469.319 241.327 78.757 69.2665 162.57 143.159 89.1061 30.4984 19.4106 54.0533 154.296 139.134 66.6137 13.8637 297.629 52.7501 46.7647 35.9099 29.8287 46.8394 271.444 261.733 31.0111 230.722 22.1819 15.5433 225.453 31.3108 194.142 186.57 178.237 39.191 139.047 82.5356 56.511 41.1262 75.2006 50.3501 32.1457 24.8505 13.6987 29.9436 23.3467 14.7091 36.419 58.6077 40.8622 38.3571 33.0955 31.389 15.3847 20.5291 13.8331 227.992 158.241 152.058 144.957 123.498 59.0331
internal_count=15849 15622 3702 3079 1872 955 303 268 652 568 360 120 84 208 623 568 256 52 1207 204 179 131 104 181 1094 1050 116 934 87 61 915 148 767 740 705 158 547 313 234 160 279 188 119 91 50 121 98 62 142 240 155 145 127 125 74 81 57 917 616 596 565 485 234
is_linear=0
shrinkage=0.05


Tree=238
num_leaves=64
num_cat=0
split_feature=73 73 73 73 23 73 73 23 9 47 4 69 54 26 60 60 19 7 70 49 70 9 27 44 26 26 12 27 25 29 3 23 69 66 66 0 31 28 53 60 59 69 30 70 12 2 40 29 40 26 44 10 71 3 5 31 30 14 65 1 29 69 49
split_gain=16.417 13.7735 3.70303 30.8232 2.43704 2.31704 11.1631 1.66973 3.72255 2.64713 6.61523 5.10859 4.10361 3.29914 3.52916 3.36105 4.6192 3.00054 2.99118 2.88934 2.5131 3.46347 3.0852 3.45346 3.18962 3.4122 2.65521 2.4598 2.88598 4.00315 2.59883 2.57835 2.4507 2.40219 2.34651 2.62985 3.33281 2.19562 2.14869 2.13576 3.47456 5.81405 4.42654 3.94129 3.39039 3.81046 3.77549 4.51944 5.65989 3.37889 3.31349 3.2065 3.12976 3.03278 2.84781 2.82796 4.3933 4.14107 3.38187 4.64407 4.59475 3.28805 3.0825
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 6.166666666666667 4.5000000000000009 5.5000000000000009 3.3095238095238098 2.2583333333333337 1.2850000000000004 1566.1728997200003 0.29000000000000009 1.3450000000000004 0.44133928571428577 0.080634195075344611 0.066073294521570361 1.0000000180025095e-35 -15.485121387032335 0.039583333333333255 2.2850000000000006 -0.2987499999999999 1.0333333333333337 0.43050000000000005 6.3550000000000013 0.47612500000000008 0.45645833333333335 1.0000000180025095e-35 0.44527777777777783 0.43650793650793651 3.7888888888888892 1576.4385957658553 1.6904761904761907 0.41000000000000009 2.7393887945670632 3.0715909090909097 1543.0237878805701 0.22179813401187448 3.3875000000000006 1.7650000000000003 0.061999252645874657 2.605624516636674 0.55000000000000016 0.12864214992927861 0.031249999999999906 0.22500000000000003 -70.348610683809952 2.2550000000000003 4.6833333333333345 2.5150000000000001 0.49527777777777787 8.5050000000000008 1.7238095238095241 0.060416666666666605 1495.6769700307602 1497.3516035012485 0.17251642036124795 0.16015267175572517 0.70833333333333337 -0.21705882352941172 1462.6617866870058 5.1833333333333345 0.57000000000000017 2.1750000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 7 -7 20 9 13 11 19 -12 -9 15 16 -15 -13 -19 -11 21 -5 -23 26 25 -25 37 28 29 31 34 -22 -26 -14 35 36 -30 -24 -28 55 44 50 -43 -44 46 -46 -41 48 -48 54 51 -42 -50 -51 -47 56 57 62 -57 -60 -61 -58 -29
right_child=2 -3 3 4 -6 6 -8 8 -10 10 12 17 33 14 -16 -17 -18 18 -20 -21 27 22 23 24 32 -27 38 39 30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 40 41 42 43 -45 45 49 47 -49 52 53 -52 -53 -54 -55 -56 58 61 -59 59 60 -62 -63 -64
leaf_value=0.033500707714176646 0.0022626808020111012 -0.03381045059700339 -0.033828196437894906 -0.031521592732910428 -0.030629191502301104 -0.033850928066184414 0.00075031188345522795 0.022291521323441629 0.026169541149844128 0.033807893217853491 0.04302404481861475 -0.04726704528470977 -0.017204621224224562 0.018208355450035185 -0.049759016685712837 0.01899485950432701 -0.030089790542598107 0.0083359940758513298 -0.034664832504833709 -0.0020672661635115067 0.0015737561930403592 0.021035208116464282 -0.028296266587133648 0.0010087851493239374 0.0071210893248231715 0.041664040567667253 -0.015862195488982298 0.040455110204301876 -0.02328068157738479 -0.017233959918521943 -0.042001393003180371 0.040377162928145437 -0.023393927217383849 0.02625413870660533 -0.036843090566484764 0.017784277086474846 0.018494208998369108 0.01146727343783694 -0.046115531736833117 0.026922742509355703 -0.00041763130555982079 -0.018935580585842361 0.047636912262536357 0.0046489676537155777 -0.032060461751533972 -0.010068524237002278 -0.048955435975485316 0.030799015258162168 -0.01468229405479296 0.017941271302025108 -0.036692305848541461 -0.031742892905403011 0.023912350476349504 -0.016871204291055642 0.028333066146102565 0.024674826350220655 0.018342968147685802 -0.011226400339790605 0.027537603257438426 -0.025699981143163055 0.0042516650684544686 0.050665504215598317 -0.0017170655904111738
leaf_weight=8.7684047073125821 1284.9717449005693 57.033017357229255 69.846315849456005 11.65511606633663 6.1947680201847097 26.953860124573112 172.42886104271747 8.6394687965512258 21.464472889900208 10.451969526708128 17.719021707773212 6.6128065437078503 5.9964032322168332 7.0015133619308498 5.3062844425439826 9.6697848588228208 16.89898632094264 10.863891318440439 6.4424124956130973 12.121224254369734 8.1077154651284271 12.026239722967146 4.9755346179008511 12.578546714037659 12.998877434059979 8.7521634697914106 17.181195816025141 9.5201844274997729 18.098112352192405 10.407579094171522 6.6794810667634001 9.0700509995222074 13.32376144826412 6.7693701237440109 6.1537664998322716 10.350043825805185 6.4852853566408148 11.485068038105963 8.9140287432819587 30.642923057079315 29.614889532327652 8.9476415961980837 9.2346840873360652 12.616411924362181 9.1100733727216703 6.7895034700632122 6.3174090832471874 10.759128555655478 10.291779130697252 8.4959576576948148 14.764414533972738 11.281147450208662 10.728778421878813 23.731417370960116 16.709580630064011 13.140348047018049 33.193950477987528 22.364024966955185 10.222075996920465 23.453984118998051 28.199745152145624 10.312434978783129 7.9525435715913764
leaf_count=1176 3761 2829 3408 42 47 1303 954 26 65 33 51 22 20 25 17 32 70 35 22 39 27 38 18 39 43 25 60 28 60 35 34 28 43 22 25 35 20 36 35 92 96 29 29 41 29 21 20 32 32 26 49 40 33 80 50 42 116 76 33 95 102 33 25
internal_value=-0.000219912 -0.0248409 0.000492533 -0.00180731 0.000625899 0.000837972 -0.00392731 0.00216942 0.0069391 0.00362348 0.00935177 -0.0025172 0.0274531 -0.00565648 -0.0118673 -0.00587796 -0.0159411 -0.0186182 -0.00767141 0.0145439 0.000942985 -0.00569754 -0.00275353 -0.00592493 0.00332003 0.01769 -0.0162773 0.00260976 -0.00563994 0.0072364 -0.013076 0.0220624 -0.00832473 0.00584047 -0.0083737 -0.00335862 -0.0122602 -0.000552023 -0.0261966 0.00425257 0.00106581 -0.00674386 0.0106867 0.0228165 0.00612072 -0.00208137 0.0138571 0.00334783 -0.00745586 0.00281956 -0.0163887 -0.00905869 0.0050162 -0.00769375 0.0172378 0.00868048 0.0150196 0.00302278 0.00163773 -0.00325458 -0.00934823 0.0260045 0.0212609
internal_weight=2339.79 65.8014 2273.99 989.019 919.173 912.978 199.383 713.595 145.958 124.493 76.9771 46.4923 30.4848 47.516 38.8766 33.5703 23.9005 23.9191 17.3063 22.5732 567.638 113.891 102.235 90.2092 47.6533 21.3307 42.5558 453.747 75.352 27.5853 47.7667 17.1778 26.3226 12.7658 41.0872 34.9334 24.5834 16.4606 26.0952 378.395 220.036 86.4592 30.7987 21.8511 133.577 64.8365 68.74 38.0971 27.338 55.7265 55.6605 40.896 21.0206 32.2274 23.4991 158.359 83.3431 39.8368 75.0162 61.8758 51.6537 43.5064 17.4727
internal_count=15849 4005 11844 8083 4675 4628 2257 2371 479 414 244 151 93 170 144 127 95 79 57 72 1892 379 337 299 150 64 149 1513 264 90 174 55 86 42 140 115 80 54 95 1249 699 284 99 70 415 206 209 117 85 177 185 136 65 106 71 550 278 129 272 230 197 149 53
is_linear=0
shrinkage=0.05


Tree=239
num_leaves=64
num_cat=0
split_feature=44 5 5 0 22 3 10 44 29 42 30 16 70 70 26 2 38 34 35 53 19 71 72 40 42 12 46 3 6 41 6 49 53 46 30 35 23 31 22 71 73 49 14 30 23 18 30 30 0 3 65 37 39 61 55 72 44 31 59 46 65 36 0
split_gain=1.50329 2.83211 2.02971 3.74462 2.43412 3.74001 2.11476 1.76463 3.07713 1.50377 3.17962 2.50031 2.85245 4.31901 2.83983 4.65067 2.63633 3.10297 3.95977 5.36568 3.0441 3.03882 5.26234 2.94077 2.39917 2.34398 2.27261 1.90742 1.90373 2.92752 2.0378 3.01663 3.85745 2.18 3.3269 2.54885 2.87368 2.88448 2.77772 2.66435 2.57503 2.48317 2.21819 2.0143 3.43955 4.31092 3.59485 4.778 5.62084 4.59037 4.34565 4.45966 4.17973 3.84907 3.72659 4.85184 4.29242 4.82641 4.23079 4.74596 4.09261 3.79639 3.88238
threshold=11.950000000000001 1485.7123400859589 1527.4659041731875 1503.6640724292672 0.18333333333333332 1548.6376161286066 1.7238095238095241 11.825000000000001 4.7888888888888896 5.4650000000000007 0.20554346434515428 1.0000000180025095e-35 -1.0000000180025095e-35 0.042083333333333257 0.6170714285714286 301.53750036809805 0.306381223906741 1.405 3.6450000000000005 2.5550000000000002 1.0000000180025095e-35 0.13166666666666668 -0.28624999999999995 2.0650000000000004 6.1850000000000014 0.36666666666666675 4.1450000000000005 1539.6682649085521 1452.0438646543937 1.7750000000000001 1471.8714751896109 4.2550000000000008 2.9950000000000006 3.9150000000000005 0.23112535612535609 3.4550000000000005 1.7750000000000001 0.16929280397022334 0.58571428571428574 -0.24041666666666661 1.5000000000000002 2.6350000000000002 0.55000000000000016 0.12168037602820211 4.6333333333333337 2.5000000000000004 0.15260706430327337 0.15735538909696214 1386.1729129006858 1718.120257009881 -0.30795986622073573 0.44492653299255752 0.28491482611654151 0.22500000000000003 1.6650000000000003 0.39041666666666669 6.2950000000000008 0.24778483494079823 2.8737319920451134 4.7650000000000006 -0.17462962962962963 4.9250000000000007 1545.8098822947707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 6 -5 -6 -3 9 -9 28 11 16 -13 -14 -15 -16 17 18 -11 20 24 26 -23 -19 -20 -26 -22 -27 29 -1 31 32 33 34 35 36 38 41 40 -37 -30 42 -38 -32 46 -46 49 48 -48 53 -50 52 -52 -45 58 56 57 -56 59 61 -57 62 -49
right_child=1 2 -4 4 5 -7 -8 8 -10 10 -12 12 13 14 15 -17 -18 23 19 -21 21 22 -24 -25 25 27 -28 -29 30 -31 43 -33 -34 -35 -36 39 37 -39 -40 -41 -42 -43 -44 44 45 -47 47 54 50 -51 51 -53 -54 -55 55 60 -58 -59 -60 -61 -62 -63 -64
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leaf_weight=4.349214080721139 4.4869883693754664 7.0910437246784586 5.7392634989228091 5.0421520993113509 4.8195247754920256 4.6643099971115589 5.1302662761881948 7.2452401886694116 6.1004721010103822 6.793323330814018 27.245828598039225 12.50463649840094 3.7950862811412653 26.75555052026175 3.6176620095502576 1.9646296873688696 4.8297184905968598 4.6560390368103963 9.6342937506269681 3.0598298518452784 8.9023726515006327 4.1067479418125004 4.559754762798546 5.4043049628380686 4.3097340196836722 2.5865527912974358 7.1464953543618313 1.978871085681021 5.045245461631569 3.4321667607873678 952.68268031603657 4.5108772350940844 5.1971387043595305 5.9950968946795902 7.1008342332206658 3.9166727571282536 6.1705036778003004 7.0995664494112125 6.9203206971287718 4.7101574402768147 8.2347882613539678 18.155017071170732 23.763607699656859 742.66990628489293 114.7711756604258 36.063905745279044 8.7942586336284858 421.86602404341102 8.0831153008621168 10.23367122816853 4.9288310036063185 20.146134714595973 75.240925303660333 12.181187890935687 93.027438655495644 4.2423282265663174 145.42457014322281 6.3121442170813671 428.16768789570779 17.626839657314122 21.25716473069042 10.15153628727421 242.53533439594321
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internal_weight=3685.18 36.9735 32.4866 26.7473 14.526 9.48383 12.2213 3648.21 13.3457 3634.86 143.851 116.606 48.6376 36.1329 32.3378 5.58229 67.968 63.1383 53.078 46.2847 43.2248 24.7154 8.6665 10.0603 18.5095 8.87516 16.0489 4.56542 3491.01 7.78138 3483.23 106.82 102.309 97.1118 91.1167 84.0159 75.389 55.1887 20.2004 8.62683 13.28 48.0891 29.9341 3376.41 2423.72 150.835 2272.89 1507.8 117.193 765.085 108.399 100.316 80.1698 754.851 1390.61 270.264 244.764 99.3396 1120.35 692.18 25.4995 674.553 664.401
internal_count=15849 197 178 132 75 49 57 15652 52 15600 1442 1077 519 383 349 64 558 481 436 391 374 226 70 45 148 103 156 45 14158 40 14118 510 488 469 434 405 356 269 87 49 56 238 149 13608 9814 597 9217 6197 478 3020 447 408 298 2982 5719 1159 1030 415 4560 2821 129 2734 2678
is_linear=0
shrinkage=0.05


Tree=240
num_leaves=64
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split_feature=65 10 31 26 65 44 28 69 26 70 5 25 27 3 3 26 71 1 1 35 26 31 6 31 27 34 29 59 56 74 5 72 59 4 26 72 60 2 7 6 42 44 64 64 34 65 36 30 30 70 9 3 8 26 5 4 35 59 30 31 31 59 8
split_gain=3.47791 2.05845 2.71308 3.47019 1.68504 2.25053 1.53373 3.32296 2.80785 1.94288 2.15182 2.55217 3.57101 3.1664 3.89595 4.32811 3.0365 3.16816 2.17536 3.17822 3.55446 3.68885 3.51318 2.64257 2.08034 1.63926 2.93647 2.02573 2.35794 1.69989 7.36728 4.00915 4.05796 4.18826 3.11406 2.91955 3.26361 3.01841 2.81061 3.69744 2.79075 2.59368 1.98392 2.9164 3.87767 3.05218 2.5384 2.43268 2.03713 2.42492 4.01682 2.02949 1.89878 3.93283 6.87009 5.32131 4.35481 3.91054 4.40878 3.80475 4.17327 4.09573 3.79945
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=4 -3 3 -5 5 -7 25 8 -10 -11 -12 12 -14 14 18 -17 17 -19 23 -21 21 -23 -24 -25 -26 26 -28 -29 -30 30 31 32 33 -35 38 -37 -38 -39 39 -41 -42 -43 46 44 45 -47 -48 -49 49 50 -52 -53 53 -55 55 56 -58 -59 -60 60 61 -63 -64
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leaf_weight=5.8646633035969007 4.8994050237815854 14.122399770654736 3.285615447210148 2.7729837819933891 6.3534918008372179 1.3728086641058324 1392.0945725764614 6.2543524361681175 7.3111932284664363 5.5179968848824492 9.3951231469400209 11.611251188442113 5.965199365746229 5.7179063828662064 10.845420191064475 15.022158309351651 5.8157261759042722 7.2918432401493192 6.3041047160513681 13.097617939114569 10.674038276076322 8.8893900527618808 9.1802356396801752 4.0805894611403346 8.1699315775185806 2.6750068590045037 2.3434056299738577 9.7681737164966744 3.7997740306891501 5.7926466464996329 10.244743458926683 7.0913029387593252 21.194510046392683 9.7861572057008726 6.3325658068060902 7.6921335868537417 6.1604976616799823 10.733368761837481 12.237495087087156 8.423639237880705 6.8380080647766581 5.7380397692322731 7.7660999130457622 13.7894045598805 9.1311355689540488 6.7038381164893499 4.984065803932026 4.181697280611842 4.8750305557623532 7.0366925643756968 7.6433473955839872 5.4168257880955926 12.165598475839944 1821.0267074441072 38.529907579300925 5.9919802430085829 13.873813045676796 47.69032465852797 10.953816546127198 202.59572019730695 31.776754417922348 83.412390872370452 29.530568111687899
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internal_weight=4087.84 26.0457 11.9233 6.0586 4061.79 7.7263 4054.07 156.043 13.5655 142.478 136.96 127.565 17.5765 109.988 91.9814 28.91 18.007 13.1076 63.0714 52.6867 39.5891 28.7437 19.8543 10.3847 13.8878 3898.02 18.5864 16.243 6.47478 3879.44 118.265 85.4788 43.81 30.9807 32.7863 41.6688 33.9766 27.8161 26.9937 20.6611 17.0828 12.8293 3761.17 3748.42 39.2229 15.835 12.7502 23.3879 3709.2 19.5551 14.68 19.2062 3689.64 2297.55 476.521 405.711 367.181 70.8097 23.1194 353.307 347.315 115.189 232.126
internal_count=15849 336 124 56 15513 200 15313 628 54 574 551 512 81 431 361 117 70 53 244 199 143 99 68 45 56 14685 177 164 57 14508 465 349 190 140 116 159 129 109 95 68 61 50 14043 13990 165 59 53 106 13825 75 55 89 13750 8603 1758 1492 1352 266 85 1283 1264 411 853
is_linear=0
shrinkage=0.05


Tree=241
num_leaves=64
num_cat=0
split_feature=73 73 73 73 23 73 73 23 9 4 27 71 9 70 9 3 59 23 74 13 27 56 6 39 0 70 27 31 25 66 72 72 37 0 70 27 60 24 70 71 34 60 66 55 26 0 15 6 6 35 44 31 66 26 72 26 71 36 71 60 30 26 72
split_gain=15.8595 13.3056 3.46143 29.8288 2.30101 2.18005 10.8169 1.56962 3.46015 2.55813 5.49479 3.08568 3.06352 2.35695 3.30233 2.95259 3.46033 2.68667 3.43436 3.00624 2.90073 2.62444 2.59151 2.6872 2.53674 2.35507 2.33346 2.97827 3.1737 2.3144 2.20466 3.4122 3.6135 3.46287 3.7802 2.34069 2.24308 2.14726 2.86879 3.08883 3.1162 2.96843 2.99528 3.6019 2.84708 3.33156 2.76275 3.4639 4.963 4.64792 3.21312 2.86127 2.51814 4.0591 2.93942 4.58434 3.47925 3.18301 4.59449 3.14688 2.69836 2.61632 2.7163
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 6.166666666666667 4.5000000000000009 5.5000000000000009 3.3095238095238098 2.2583333333333337 1682.9912980740912 0.54211111111111121 -0.34041666666666665 0.96666666666666667 -0.2987499999999999 1.0333333333333337 1589.7958729242685 3.1083861715372376 2.7321428571428577 1.0000000180025095e-35 1.0000000180025095e-35 0.42950000000000005 1.7450000000000003 1506.3169007392314 0.40823484369463986 1437.8436278659185 -0.39874999999999988 0.41050000000000003 0.21181455633100699 0.43650793650793651 2.4027027027027033 -0.5379166666666666 -0.33875 0.30703119108131421 1521.3577017573684 -0.095416666666666636 0.46472222222222226 0.061999252645874657 0.5277777777777779 -0.25291666666666662 0.29833333333333334 2.1250000000000004 0.057088340494627111 3.0801282051282057 1.4650000000000001 0.58612500000000012 1632.9704282663454 0.55000000000000016 1519.0244831284915 1491.3637871227411 3.0050000000000003 6.9850000000000012 0.16987298063879638 2.7257053291536053 0.56050000000000011 -0.10291666666666664 0.50211111111111129 -0.56958333333333322 2.1350000000000002 -0.28124999999999994 0.079924068825888761 0.14438717067583043 0.49707142857142861 0.0079166666666666014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=2 -3 3 4 -6 6 -8 8 -10 -11 11 12 -14 26 15 21 -18 -19 19 20 22 -23 23 -25 -26 30 37 -29 -30 -31 31 32 33 34 35 36 -38 46 39 40 -42 42 43 -45 -46 -47 47 -49 50 -51 51 -53 53 -55 56 60 57 -59 61 -61 -62 62 -64
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leaf_count=1176 3761 2829 3408 42 47 1303 954 25 65 43 16 29 59 22 22 25 29 34 16 14 35 21 48 23 32 10 78 23 44 38 21 11 83 28 31 27 31 36 214 36 24 31 34 44 59 49 24 59 70 26 32 22 114 23 16 21 34 192 64 25 27 19 51
internal_value=-0.000209423 -0.0248303 0.000481294 -0.00175106 0.00061403 0.000819113 -0.00381443 0.00211197 0.00674263 0.00353092 0.000976328 -0.0174787 -0.0249941 0.000920659 -0.00552648 -0.00265836 0.000592554 0.00382247 0.00734308 0.0109978 0.00502105 -0.0249511 0.00097674 0.0130839 0.0309373 0.00773743 0.00253607 -0.0123121 -0.0229076 -0.0112589 0.00495129 0.00673798 0.00311945 0.0059599 -0.00516326 0.00435013 -0.00694873 0.0034045 0.0050888 0.00385565 -0.0167606 0.00500936 0.00177312 -0.0160291 0.0124678 0.00854272 -0.00405241 -0.00777323 -0.0147949 0.00955958 -0.0251857 -0.00883844 0.00373486 0.0144557 0.000694447 0.0135808 -0.00309556 -0.00502084 0.0036922 -0.00416171 0.0324708 0.0107353 -0.00152124
internal_weight=2331.46 63.6222 2267.84 983.45 915.886 909.794 198.473 711.321 145.552 124.026 110.093 29.5187 24.2727 565.768 113.357 101.853 88.8903 80.2842 69.9246 63.0645 48.5208 12.9627 43.7345 21.9826 14.5437 80.5741 452.411 24.9982 18.1552 21.7519 72.8365 69.8882 63.1173 59.7492 32.2288 24.6276 16.0201 427.413 348.661 324.66 17.2054 307.455 214.418 21.2828 93.0371 77.4422 78.7521 68.0155 49.0293 14.6625 34.3668 16.0345 193.135 42.6714 150.463 34.1955 116.268 110.779 53.8583 17.6333 16.5622 43.695 21.8088
internal_count=15849 4005 11844 8083 4675 4628 2257 2371 479 414 371 104 88 1892 379 337 291 262 228 206 158 46 144 71 48 267 1513 89 66 73 242 232 211 200 117 89 58 1424 1155 1077 60 1017 695 78 322 263 269 233 174 50 124 54 617 137 480 104 376 360 168 56 48 134 70
is_linear=0
shrinkage=0.05


Tree=242
num_leaves=64
num_cat=0
split_feature=31 37 71 3 9 64 9 5 66 37 27 6 28 4 59 71 71 65 64 47 44 65 66 66 27 56 5 70 36 26 30 30 72 27 72 23 26 14 44 73 39 10 28 11 4 30 1 29 20 1 5 56 64 7 29 71 66 1 0 6 60 1 4
split_gain=1.48614 3.61703 3.58848 3.12426 3.44759 2.84551 4.6372 5.2266 2.59301 1.92408 1.74586 1.65689 1.64679 3.39176 2.53339 2.51897 6.18691 5.16205 7.89889 4.45951 2.96869 2.90563 4.23712 5.19117 3.79852 3.75516 3.40964 3.77201 3.23818 2.85556 3.32626 4.78493 3.16027 2.80297 4.71836 2.9638 4.34038 5.1413 2.79921 2.86176 3.61492 2.89638 2.79257 2.78283 2.76104 2.60433 2.4961 2.48965 2.41025 3.24697 4.65251 3.7444 3.06224 2.36264 2.35898 2.35128 3.92137 2.33525 2.62548 2.20784 4.92029 4.49369 6.4573
threshold=0.06322451698867422 0.2974473165423972 0.24124999999999999 1469.8925995478378 1.3785714285714288 0.011079545454545451 1.0333333333333337 1505.9042116366895 2.0180546519193236 0.33001502461479454 0.46118055555555559 1491.742824130393 5.6833333333333345 1407.8024166238331 3.0455707190046786 0.015416666666666651 0.10291666666666667 0.15334525939177088 0.011458333333333301 1.3750000000000002 11.075000000000001 -0.18120857699805074 2.8973684210526325 2.7958333333333338 0.46707142857142864 2.1750000000000003 1518.154010383829 -0.21874999999999997 4.3550000000000013 0.55118055555555567 0.16875293381317477 0.14509972913075597 0.32875000000000004 0.57354166666666673 0.048749999999999953 4.7750000000000012 0.53612500000000007 0.63333333333333341 10.675000000000002 4.5000000000000009 0.36182224990209982 2.2583333333333337 5.7888888888888896 0.79285714285714304 1506.2671368696119 0.14334637964774946 1606.2962638895242 5.6833333333333345 1.5000000000000002 1592.5264333629086 1512.5195581089076 1.6250000000000002 0.032132352941176459 -8.4399642049759205 4.5857142857142863 0.21874999999999997 2.3291666666666671 1871.7490571067162 1553.80263904766 1544.2480990864231 0.069435023138726806 1649.3428525138359 1557.798762223247
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 9 7 -7 -3 11 -6 -5 57 14 -14 21 17 18 -17 44 33 24 23 29 28 45 27 -26 -15 38 31 -31 -33 35 43 36 37 -18 39 40 41 42 -23 -35 -20 54 -46 -28 49 50 -32 52 -52 -39 -24 -55 -57 59 -59 61 -61 -2 -63
right_child=12 2 -4 5 10 6 -8 -9 -10 -11 -12 -13 13 15 -16 16 20 -19 19 -21 -22 22 25 -25 26 -27 47 -29 -30 30 48 32 -34 34 -36 -37 -38 53 -40 -41 -42 -43 -44 -45 46 -47 -48 -49 -50 -51 51 -53 -54 55 -56 56 -58 58 -60 60 -62 62 -64
leaf_value=0.034789760882935748 0.00089684766330746515 -0.00060530940335422356 0.036532659344544152 0.0067954030526411399 0.0060559652563698836 0.048906961327216905 -0.031645030051647413 -0.017021507721391965 0.046214145854177748 -0.040396934067996361 -0.032574651853641272 -0.031521138230926081 -0.031155537203239228 0.072138297358075212 0.010751439412734223 0.041267793470124124 0.044102111337960465 0.057433436890140327 0.041852977841427649 -0.02898262259517817 -0.040479026651346534 0.008168335496485709 -0.029677543077919005 0.045010409835414933 -0.017069830438990137 0.0083428776232538238 -0.031099843524997613 0.028864293930512291 0.0089866607578941802 -0.0098160448346933625 -0.026765779551054802 0.057418890560039938 0.0028507721452625309 0.018544126589766421 0.05111548780611265 0.027026627330924542 -0.019221958771528044 -0.033358205602978842 0.026357255916524602 0.012270421269376594 0.0059983622852334438 0.0070260406175568979 -0.036978743511012518 -0.014787386268952396 -0.03044689217502505 -0.037778587241543551 0.020422177101230912 0.011294202975455617 -0.029926442342284327 -0.019709064055639866 0.041639194409315572 0.06184321350754475 -0.037696754540670577 -0.014949198429991132 0.030835000772005846 -0.014291339677666395 0.04936227803732407 0.0061752002459611651 -0.04205977822346002 0.000878811722314659 0.020404836445138554 0.0082152438052023533 -0.01153193205052512
leaf_weight=4.9589225165545932 2813.3267159047537 6.0709553544875252 4.052389782620593 5.2868539988994616 5.1475761553738248 5.8915517244022357 9.3716282751411182 6.138187654549256 5.7659785891883075 16.531873426632956 6.7729728515259922 6.0500003176275641 16.846755231497813 3.6047836614306998 4.58865638449788 14.169975301716475 6.6532586202956763 7.1011645526159546 5.2780584029387709 11.178536702645941 5.1246020020917049 3.8359262533485881 3.5538466896396157 5.1890733635518691 6.8439743476919821 7.7752599269151679 11.220210398780184 12.88103776657954 4.6462003164924681 8.791386120021345 4.5119482108857509 7.8122313208878023 4.017915268894285 12.389526532962924 5.9838734206277868 6.1266099938657126 44.248990334104747 5.7910243915394011 4.1542342379689208 7.733007635921239 10.401746367570011 5.4352987098973236 31.988006278173998 12.661626875633372 4.4830427840352041 25.023269076365978 5.2189465910196304 5.0092370533384374 8.7428226473275554 11.429386859294025 2.4272047993727011 5.601610729470849 2.4379966557025909 9.2387516878079605 2.9453260216396302 4.4583911374211294 5.2908247329760343 4.8593452796339971 6.7259731392841786 114.02070402936079 44.994339748751372 55.413333193166181 163.68061684002168
leaf_count=18 11754 29 18 23 26 25 63 43 23 92 32 25 130 16 34 53 26 40 28 62 28 19 26 29 27 31 64 63 35 55 27 36 25 49 22 32 287 28 20 36 34 24 169 53 28 212 22 23 66 55 21 32 21 50 18 18 25 19 23 444 171 217 605
internal_value=5.22162e-05 -0.00660195 -0.00926488 -0.0118062 0.00308708 -0.0189876 -0.00527577 0.0152669 0.0222013 -0.0295174 -0.015893 -0.0136525 0.000203945 -0.00284278 -0.0221846 -0.00173247 0.00287295 0.018124 0.0112022 -0.00508412 -0.00325884 -0.00539438 -0.00846422 -0.00394649 0.00598121 -0.0227781 -0.00104006 0.0129266 0.0365771 -0.00607555 0.00218102 0.0181232 0.0388857 -0.00156854 0.0112257 -0.00642221 -0.00912999 0.00507706 -0.0133218 -0.0160971 -0.0203434 -0.0269844 -0.0321445 0.00169735 0.0127496 -0.0304543 -0.00308313 -0.0180149 -0.00717152 0.000361842 0.0156767 0.0339725 0.00188323 -0.00540132 -0.00225418 0.00312508 0.020253 0.000579523 -0.0218281 0.000660866 0.00640383 0.000359715 -0.00653747
internal_weight=3679.91 82.0389 77.08 73.0276 23.7575 49.2701 21.4014 12.0297 11.8369 27.8687 11.9205 11.3369 3597.87 394.846 21.4354 373.41 165.397 47.4297 40.3286 26.1586 117.967 208.013 163.807 124.51 44.2054 39.2977 35.9545 19.725 8.25098 119.321 55.7725 20.6215 11.8301 112.843 31.035 81.8079 75.6812 31.4323 63.5482 59.394 51.661 41.2592 35.8239 25.0512 14.98 31.5224 9.70199 16.2294 35.151 26.4081 14.9788 10.4668 4.8652 24.779 6.49917 18.988 9.74922 3203.02 11.5853 3191.44 159.015 3032.42 219.094
internal_count=15849 417 399 381 110 271 131 68 52 140 58 48 15432 2199 164 2035 851 233 193 140 618 1184 956 669 228 287 177 90 51 640 338 116 61 590 124 466 434 147 302 282 246 212 188 102 78 256 50 87 222 156 101 74 42 121 44 93 43 13233 42 13191 615 12576 822
is_linear=0
shrinkage=0.05


Tree=243
num_leaves=64
num_cat=0
split_feature=65 65 1 71 4 6 9 74 14 70 11 3 54 4 2 7 1 11 10 60 28 19 30 31 29 30 4 18 20 31 27 11 12 71 72 8 1 2 66 41 3 30 13 9 18 2 4 11 40 29 8 53 9 56 0 0 1 27 30 73 31 31 48
split_gain=3.37734 1.62741 4.16551 4.19688 3.59659 3.36098 3.62641 3.83479 3.39232 4.98218 3.98793 3.95524 3.9665 3.8009 3.71063 3.33831 3.32963 5.44925 5.8487 3.51938 4.37668 4.24449 3.85257 3.4362 3.26426 3.25652 3.24989 3.10471 3.26119 3.01941 3.07445 3.00741 2.91841 3.05467 4.57424 3.50774 3.06344 3.75791 2.97874 5.15968 3.32999 3.41086 3.13109 4.1549 3.39375 3.02796 3.94241 3.94999 3.45614 4.06591 3.89799 3.34381 3.26154 3.58863 3.19831 4.26519 3.1287 3.69248 3.01151 2.8579 2.84619 3.79806 4.55923
threshold=-0.84307692307692295 0.046629588431590603 1420.4203074930117 -0.091249999999999928 1524.0053657215692 1484.0115364705439 0.93095238095238109 1.5000000000000002 0.77500000000000013 -0.3241666666666666 1.591666666666667 1410.6155123601543 1.1250000000000002 1425.9326625313556 76.068761906963587 23.560386949180955 1478.2835589767419 1.861904761904762 1.2071428571428573 0.054411350449050759 3.7321428571428572 1.5000000000000002 0.17179608585858588 0.1398924731182796 2.7638888888888893 0.23660018057949603 1508.0015614687754 3.5000000000000004 1.5000000000000002 0.098678490697270013 0.45645833333333335 1.3095238095238098 0.63333333333333341 -0.12499999999999993 -0.13499999999999993 0.20714285714285713 1475.5614295021999 -34.277745472098438 3.2667984189723325 2.0450000000000004 1702.9124570477377 0.21960458240946049 1.0000000180025095e-35 0.86190476190476206 4.5000000000000009 -115.32899988957523 1608.3664285654288 0.79285714285714304 2.4350000000000005 3.3875000000000006 1.3166666666666669 2.3150000000000004 1.5166666666666668 1.655 1478.5841169281257 1508.3286695588638 1460.8988497512578 0.51105555555555571 0.15735538909696214 2.5000000000000004 0.10480030721966201 0.17208707914683588 2.0350000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 25 16 6 7 15 9 10 -8 -10 -13 14 -11 -3 17 18 27 23 26 22 -22 -18 -14 32 31 28 -5 -17 -31 59 33 35 -35 -4 -36 -38 40 -40 41 42 43 -37 45 52 47 -47 49 -49 -51 -50 -44 -54 -53 -56 -52 -58 -45 -21 -23 -62 -63
right_child=1 2 3 4 -6 -7 8 -9 11 13 -12 12 24 -15 -16 29 19 -19 -20 20 21 60 -24 -25 -26 -27 -28 -29 -30 30 -32 -33 -34 34 36 38 37 -39 39 -41 -42 -43 44 58 -46 46 -48 48 51 50 56 54 53 -55 55 -57 57 -59 -60 -61 61 62 -64
leaf_value=-0.034907979497266282 -0.00040846076714371799 0.031785413518693822 -0.036777113236604077 0.010829503670473428 -0.0039633724122324241 -0.024797456153069299 0.03569820309392726 0.039053461954828575 0.030916874973955757 -0.042251605723017428 -0.015661198909849822 0.024343894410844898 0.022245791925829782 -0.044360854019988002 0.011641209027961038 -0.037750976591330289 -0.0066363959931112285 -0.022241606499203311 0.033391276226257698 -0.014763436963600133 -0.034505000906541738 0.03200692870914814 0.0058860930015473432 0.037063020753881099 -0.01916071754978553 0.025108469389004941 0.040502972093221616 0.037054130981187115 -0.023108711786942349 0.03025676380310682 -0.021777652203258512 0.028173782830424817 0.033647426307046306 0.051088333532121499 0.036923592739085194 -0.0071354818158251426 0.022757258609833006 -0.026622531225217672 -0.027107294348369344 0.014146416308140706 -0.02569182170373396 -0.023091265727978844 0.034729181588911466 0.016440296124946307 0.028262855827933722 0.032368820722010479 0.026239663257153652 0.041245645346408177 0.012997682477082106 0.012447430992820294 -0.050383812336372492 -0.041676360088232341 0.023563862337186232 -0.030606554480879525 0.024659804490231547 -0.029947750482222368 0.02193013386588864 -0.035913899694400085 0.048393743365047884 0.013579529447222649 -0.017538869164894843 0.020222625167749184 -0.032312886477429803
leaf_weight=6.8892677510157219 3157.5767938925419 6.5003231407608864 5.2672017249278715 18.118042784277353 227.10005612461828 19.721618229756132 6.4836106249131253 9.203228581696747 9.2178621543571335 5.1809455128386643 9.0627442449331266 9.1353346633259189 5.6583182613831005 17.435273948358372 8.3278557211160642 6.3418826377019313 7.1672169552184668 9.4809862875845266 32.945631716866046 20.343235830776393 22.505054299719635 5.9071208625100544 8.0030155109707248 12.081342780496923 29.973851813701913 25.861263347323984 7.2152543980628243 5.9800793514586976 11.61704497807659 5.920207027345894 5.4538831231184304 10.36980666592717 9.5731227071955782 8.6797427386045474 6.5452234195545342 9.2346582170575839 7.1455589407123652 8.3613717665430105 18.114446667721499 13.032451326260341 7.5685700352769336 8.3471707233693433 14.110696925316008 15.885513113113122 15.343213242478667 6.6666269975248715 11.834811430890111 5.7794312986079595 6.8303452483378342 17.585411679930985 5.9437202513217953 15.49334076466039 6.903669676743446 5.487550939200446 5.7302638622932127 9.5105995922349376 5.8370547781232727 5.2317688930779696 13.761690261075271 15.803039591759442 27.260045218281448 20.01637566625141 5.2033175379037848
leaf_count=227 11920 31 19 65 917 69 25 47 34 19 33 41 29 60 33 26 29 35 137 81 80 21 40 55 124 113 27 27 39 27 25 39 44 29 26 37 27 34 74 74 27 35 46 69 65 33 47 34 23 70 22 51 28 27 18 32 30 21 52 61 106 87 26
internal_value=7.07514e-05 0.000129902 0.0019849 0.0034977 0.000547026 -0.00552688 -0.00268849 0.0115793 -0.00743413 -0.0173343 0.00575825 0.0010916 -0.00504958 -0.0289361 -0.00902796 0.00113794 0.0048147 0.0132908 0.0181973 0.000723038 -0.00198536 -0.00879491 -0.0239094 0.0207915 -0.0125854 0.0081594 0.00928057 0.00418145 -0.00242964 -0.0101072 0.00530623 0.00443757 0.0065348 0.00553741 0.0203411 0.00355509 0.00823891 -0.00386843 0.00450249 -0.00984596 0.00681705 0.00814331 0.00961489 0.0221504 0.00609035 0.00332329 -0.000790023 -0.00457086 -0.00773043 0.00242503 -0.00405978 -0.0186463 0.0182921 -0.000425939 -0.0256789 -0.00941639 -0.0211228 -0.00541032 0.0312725 -0.00237198 -0.000897327 -0.00460103 0.00938352
internal_weight=4080.87 4073.98 916.4 762.783 467.117 153.617 133.895 33.4195 100.476 46.4904 15.5464 53.9854 44.7675 30.9441 13.5088 24.2163 240.017 78.1418 68.6608 161.875 142.626 88.8949 30.5081 19.2486 35.6322 295.666 53.7313 35.7152 29.7351 17.716 11.3741 46.5161 269.805 260.232 30.7319 229.5 22.0522 15.5069 224.233 31.1469 193.086 185.518 177.17 38.8819 138.289 122.945 96.4434 84.6086 77.9419 40.3774 34.598 37.5645 26.5019 12.3912 30.7342 15.2409 17.0125 11.0688 29.6472 36.1463 58.3869 52.4797 25.2197
internal_count=15849 15622 3702 3079 1872 623 554 156 398 170 58 228 194 112 52 109 955 303 268 652 568 360 120 84 153 1207 208 131 104 78 52 181 1094 1050 116 934 87 61 915 148 767 740 705 158 547 482 381 334 301 177 143 124 101 55 101 50 73 51 121 142 240 219 113
is_linear=0
shrinkage=0.05


Tree=244
num_leaves=64
num_cat=0
split_feature=73 73 73 73 23 73 73 9 28 12 10 26 31 8 31 27 60 1 0 70 72 56 6 6 3 59 27 1 72 72 74 36 37 9 72 28 2 10 0 30 13 70 40 40 9 2 26 7 26 2 3 8 40 3 26 70 29 17 72 22 30 70 35
split_gain=15.3245 12.8573 3.20932 28.8883 2.18776 2.01382 10.5067 1.51828 1.48647 2.83577 1.97834 1.70014 3.17942 2.86308 3.23641 3.83842 2.40688 2.753 2.1733 2.24537 2.08799 1.69103 1.47008 3.59197 3.51859 3.9768 3.80753 2.84014 3.48984 2.81366 2.23107 3.4608 3.75372 3.46676 3.45135 4.75062 3.62632 4.26149 5.4513 3.73612 3.36366 2.83115 2.72997 5.04739 4.17011 5.35556 5.63875 4.35057 3.89762 3.47003 3.35711 3.35253 3.97761 3.59399 3.12006 2.5799 2.27924 3.93927 5.5318 5.02829 4.09318 3.74552 3.49318
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 6.166666666666667 4.5000000000000009 5.5000000000000009 0.30952380952380959 7.0500000000000007 0.36666666666666675 1.3166666666666669 0.59050000000000014 0.20524267399267396 0.96666666666666667 0.18702111481546466 0.4141428571428572 0.057088340494627111 1560.9913414445944 1573.3861450789529 -0.020416666666666649 0.22958333333333328 1.6450000000000002 1569.3282434774826 1544.2480990864231 1543.8872957085093 2.7822673972755543 0.56050000000000011 1698.5612300961604 -0.023749999999999997 -0.20291666666666666 1.5000000000000002 4.8850000000000007 0.53272346391500669 0.51666666666666672 -0.5379166666666666 5.4142857142857155 -21.32910633499068 2.183333333333334 1401.1594441784889 0.18208556149732616 0.36666666666666675 -0.74666666666666659 3.0250000000000004 3.4050000000000007 1.4555555555555557 92.494000870074061 0.45527777777777784 -14.031775281199314 0.44267857142857142 -23.77292563936464 1490.531599183932 0.86190476190476206 2.5750000000000006 1491.5742650840466 0.46316666666666667 -0.22791666666666663 3.8660714285714293 1.0000000180025095e-35 0.17416666666666666 0.69047619047619058 0.19796823432343233 0.10874999999999992 2.9950000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 -5 -7 -8 11 10 -10 22 13 -13 15 -15 -17 18 -18 -20 -14 -11 23 27 26 -26 -25 30 -29 -28 34 32 33 -32 35 36 37 38 -2 -38 -40 -36 44 -44 45 46 -35 48 -46 -48 -51 -49 53 -53 -45 -55 57 -43 59 60 61 -59 -62
right_child=2 -3 3 4 -6 6 7 -9 9 21 -12 12 20 14 -16 16 17 -19 19 -21 -22 -23 -24 24 25 -27 29 28 -30 -31 31 -33 -34 42 41 -37 39 -39 40 -41 -42 56 43 54 47 -47 49 51 -50 50 -52 52 -54 55 -56 -57 -58 58 -60 -61 62 -63 -64
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leaf_weight=8.1949340566061419 11.284800350666048 53.328512271866202 65.361153401201591 709.36891734600067 5.9957181659992775 25.18589859327767 3.6999350916594258 168.47227654489689 7.9004890024662044 6.5528436303138724 9.2509772442281228 13.324630729854105 11.631578847765924 5.195473685860633 7.5240177810192099 11.27840620279312 9.9255244880914741 7.3479533791542044 5.2124529853463146 6.7232959121465692 7.0451920926570883 8.5270420387387258 9.7657051682472211 7.1601793467998531 7.7609407380223301 11.469416111707686 6.5005994588136682 9.9772029332816619 7.1776506304740897 7.8434219360351536 9.3068417161703092 12.572464369237421 15.709336593747137 13.599646508693693 3.4146633744239798 6.7161105722188941 11.463071972131731 10.963806778192518 8.3950686156749743 7.6854248493909827 10.391632407903669 233.82962038740516 19.806333243846893 9.8714248985052127 7.2858385592699078 11.10522949695587 18.744620900601141 7.899785302579402 12.599201291799544 7.9404799640178778 16.623215779662132 11.663005053997042 8.0280031859874708 6.6770558059215519 11.2103074491024 8.7796724736690521 485.68028245680034 48.570894315838814 15.400461360812185 7.4679581224918357 7.5175324678421003 12.747846502810715 7.9454648345708847
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internal_weight=2323.6 61.5234 2262.08 978.084 912.723 906.727 197.358 172.172 1283.99 32.2314 17.1515 1251.76 85.2085 66.5318 53.2071 45.6831 40.4876 29.2092 21.8613 11.9357 18.6768 15.0799 1166.55 1156.79 40.7346 19.2304 21.5042 1116.05 17.1549 14.344 1098.9 209.422 196.85 181.141 889.475 66.8999 60.1838 41.0353 30.0715 19.1485 18.7867 822.575 171.834 40.8881 130.946 68.0132 56.908 62.9326 19.885 43.3083 24.5637 43.0475 35.1477 27.1197 21.0817 15.4567 819.16 333.48 99.6502 84.2497 76.7817 61.3187 15.463
internal_count=15849 4005 11844 8083 4675 4628 2257 954 3761 105 57 3656 268 206 165 144 128 90 69 40 62 48 3388 3360 121 57 64 3239 50 43 3189 622 576 528 2567 194 174 118 86 56 54 2373 500 118 382 199 167 183 57 126 71 126 103 79 62 45 2363 970 293 247 225 179 46
is_linear=0
shrinkage=0.05


Tree=245
num_leaves=64
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split_feature=29 10 55 10 10 40 74 59 45 51 27 2 9 29 73 36 38 30 3 71 22 55 31 13 4 8 11 46 36 31 4 65 12 29 12 72 18 24 27 27 16 6 70 30 9 29 1 13 46 3 10 5 27 72 4 3 27 26 29 19 1 66 2
split_gain=1.4256 2.45878 3.75897 3.7949 3.68633 2.92482 2.72459 4.46057 2.43703 2.59938 2.87596 3.44212 4.75172 3.34779 2.54213 1.94866 1.81188 1.44795 1.72876 2.42311 1.39073 3.08014 4.48677 3.88993 3.46249 3.05584 2.92516 2.73746 2.94419 2.56874 2.67323 2.42662 3.60822 3.53941 5.73609 4.4623 4.325 4.14077 3.63206 3.25705 3.07012 3.06528 3.7747 3.53647 2.45402 3.85238 2.33949 2.72689 3.67589 2.26986 2.22878 2.37908 3.98628 2.15752 2.15296 3.08049 3.30581 2.14518 2.07346 1.9804 1.95427 1.99307 2.13483
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=17 2 -4 4 15 -7 7 -9 -10 16 11 12 -14 -15 -16 -17 -18 18 19 -21 21 22 27 -25 25 -27 29 28 -30 -31 -32 32 -34 34 38 53 59 -39 40 -41 -42 49 43 46 -46 -47 -48 -49 -50 58 51 52 -54 57 -56 -57 -58 -59 -60 -61 -62 62 -64
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leaf_weight=2.9149413653649381 3209.2065560398623 7.7383955917321172 5.8423697084654114 7.3417320186272281 5.0113564745988679 6.6576834882143885 5.0269457027316076 5.9048973703756928 9.2320358809083682 13.544320699060338 8.1481255267281103 3.3575498985592258 5.3052974713500589 13.052346545271574 3.8579889158718288 4.0554653501603752 4.0411591422744086 5.8324055860284743 5.2205573869869122 5.2264457286801163 5.2164284635800922 7.974921956658366 9.9796984745189565 7.2771380953490725 9.6431919571477902 15.880369819235055 9.968771704938268 4.3821697134990227 6.1715062749572098 9.1816150546073896 10.647172596538438 5.6687023157719549 6.4004995799623421 3.4327767640352205 3.9061163640581054 9.9749751575291175 5.1511366898193938 33.495170472422615 11.419079359387981 5.4783331779763094 9.5378524404950422 9.9173266063444334 3.6658961623907151 4.9898550428915822 6.1900305971503249 4.7473304094746709 7.4286881389562032 5.864596150815486 7.3435820788145065 6.3555643209256214 7.8435845393687513 5.5521339727565628 4.0639783977530897 4.6867924581747484 9.9926074014510942 4.2701437799260011 7.1794494523201138 4.5520036804955453 6.9107082784175873 6.1683178802486509 14.173740650992839 6.1269671842455855 8.9661090760491771
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internal_weight=3674.3 111.033 47.5788 41.7365 23.0662 13.9994 18.6702 10.9318 63.4538 54.2217 36.6362 20.669 12.5208 15.9673 7.21554 9.06682 17.5855 3563.26 16.2794 10.447 3546.98 337.777 45.968 291.809 284.532 257.873 241.993 20.5334 10.5537 29.7976 20.6159 212.195 41.336 170.859 103.029 67.8305 67.2284 48.6167 35.8004 15.1215 20.9569 55.909 32.7254 29.2926 14.8435 8.65345 25.6267 18.198 12.3334 23.1836 25.4346 17.4597 9.61611 19.2138 26.6586 16.666 12.3959 9.2388 13.2663 11.3195 34.9355 20.7618 15.0931
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is_linear=0
shrinkage=0.05


Tree=246
num_leaves=64
num_cat=0
split_feature=65 27 65 53 27 44 56 30 73 20 0 10 24 4 71 28 1 21 4 39 0 4 39 31 11 1 70 70 10 27 18 66 73 17 72 29 44 70 3 71 46 31 71 70 71 60 27 71 6 30 70 28 6 6 29 12 71 3 1 31 40 22 69
split_gain=3.25699 1.59512 4.14736 2.94144 2.82364 3.21956 3.31869 3.49053 4.21757 3.62024 4.56702 4.36489 5.52708 3.06863 4.65322 2.80541 2.77618 3.53155 3.14986 2.91559 4.75026 6.95117 4.52966 4.35103 3.27392 3.27277 4.07983 5.63997 3.31852 3.10474 3.51444 3.86337 3.08432 2.88589 4.84085 4.87035 4.23856 4.14461 4.34916 3.96043 3.66958 5.84895 5.05165 4.21611 5.07438 3.974 5.29821 4.58935 5.56532 3.85306 4.13332 3.77597 4.30054 3.65029 5.25705 5.22766 4.20607 4.17768 3.6385 4.12913 3.92026 3.63011 3.55152
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 4 3 -5 -6 -7 15 8 -10 11 -12 12 -14 14 -16 -17 17 -19 -20 20 32 -23 29 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 34 35 -37 -38 40 39 -41 42 -43 43 44 62 46 47 -49 -50 53 -52 -53 -54 55 56 61 -58 -59 -60 -61 -62 -63 -64
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leaf_count=227 120 24 192 47 6521 236 34 23 20 19 33 33 28 38 29 67 16 37 29 26 316 34 19 34 20 17 22 42 44 21 41 37 21 2284 118 231 55 76 1749 24 458 85 102 75 32 27 190 42 19 357 38 153 40 18 14 40 83 42 38 666 193 87 46
internal_value=6.69492e-05 0.000124156 0.00101598 0.0208013 -0.000975137 -0.00746834 -0.00152837 -0.0072719 0.00168304 -0.00446124 -0.0246216 0.00795221 0.0202308 -0.0217732 -0.0111738 0.0142245 0.000782627 0.0196425 -0.00177792 0.000616828 -0.00749302 0.0114423 0.00102532 0.0279108 0.00627504 0.000739114 -0.0182577 -0.0309028 0.000947843 0.0199138 0.0277741 0.0117071 -0.0134371 0.0010908 0.00360973 0.0143284 0.0020608 -0.000319577 0.00203464 0.00286535 -0.0037003 -0.000846796 -0.00971608 -0.0205432 -0.00986263 -0.00252134 -0.00946591 -2.86664e-06 0.00566423 0.0016997 -0.0138527 -0.0203903 -0.00010221 0.0046379 0.000619727 0.0174472 -0.019498 0.00546017 0.00321513 0.00278787 0.00506357 0.0241092 0.00855146
internal_weight=4074.3 4067.64 2245.74 26.1777 1821.9 153.338 91.6997 67.1989 41.5442 36.1648 13.7819 22.3829 17.096 25.6547 18.6484 24.5009 2219.56 19.3424 9.64603 2200.22 105.511 25.2084 2094.71 18.091 10.1719 2063.44 22.4259 16.5924 2041.02 31.2665 25.0356 14.4249 80.3027 2030.8 728.932 92.0366 636.895 1301.87 767.449 731.804 534.424 362.484 171.939 66.2332 38.579 338.925 128.127 68.6555 57.5883 210.798 33.4963 59.4715 16.5515 177.302 134.964 42.3372 26.1753 108.789 725.246 714.841 526.15 37.0154 18.9935
internal_count=15849 15622 8517 239 7105 584 348 247 156 136 56 80 61 91 67 101 8278 82 45 8196 451 114 7745 80 46 7627 81 59 7546 118 97 56 337 7502 2688 349 2339 4814 2790 2670 2024 1311 713 255 153 1226 471 251 209 755 114 220 67 641 496 145 97 399 2646 2608 1942 127 78
is_linear=0
shrinkage=0.05


Tree=247
num_leaves=64
num_cat=0
split_feature=73 73 73 73 23 65 53 14 49 3 42 3 23 72 23 17 74 19 4 24 3 6 65 27 31 47 4 71 69 44 2 22 8 25 69 23 37 53 26 18 66 6 3 7 2 27 74 46 9 11 69 26 30 69 26 29 73 48 2 4 42 2 42
split_gain=14.8156 12.4241 2.98482 27.9584 2.0769 1.98826 1.75793 2.57831 2.50995 1.88674 3.84118 2.641 1.63885 3.92652 3.03573 3.76747 2.94511 2.92485 3.67486 2.78509 3.75688 3.35758 3.25797 2.75673 2.68817 5.34015 3.38498 3.52802 4.6041 3.3805 2.82233 4.42281 2.62738 3.32928 3.20792 3.07471 2.6266 3.26446 2.5849 2.5605 2.54356 2.48962 2.4856 3.1197 4.90433 2.9694 2.88977 2.87651 3.17747 2.71729 2.44877 4.93314 3.35129 3.13483 3.78429 3.48408 4.18896 3.28511 4.458 3.84574 3.63261 3.50461 3.41358
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 6.166666666666667 0.51650793650793658 3.3650000000000007 0.77500000000000013 4.4250000000000007 1313.4077985226997 3.8150000000000004 1270.243249676678 3.8660714285714293 -0.33416666666666661 4.291666666666667 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1598.8655919456032 0.5277777777777779 1656.0352309501066 1516.9539405599478 -0.28474501108647449 0.63422222222222235 0.10135754907356447 1.9150000000000003 1616.8961297123572 -0.17666666666666661 0.63000000000000012 7.4650000000000007 115.36399222337833 0.58571428571428574 1.3166666666666669 0.86607142857142871 0.57000000000000017 2.6458333333333335 0.55030534349057747 2.2050000000000005 0.45118055555555558 3.5000000000000004 2.3397435897435899 1540.6505243310082 1579.1207045111826 2.2657578495911825 82.251658418693083 0.54707142857142876 1.5000000000000002 2.7750000000000004 1.1833333333333336 1.1222222222222225 0.67000000000000015 0.57732142857142865 0.090567327409432671 0.55000000000000016 0.56816666666666682 3.5857142857142867 4.5000000000000009 1.8050000000000004 -70.348610683809952 1473.8703151821203 3.6750000000000003 86.755541788523047 2.6550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 8 -8 9 10 11 -5 19 17 15 16 39 -14 -19 20 23 24 -22 42 25 -21 27 28 30 -29 31 -26 33 35 41 -23 -24 -38 -18 -15 -17 -34 50 45 46 -44 -45 48 49 -46 53 52 -52 57 55 -55 -57 60 62 61 -11 -60 -59
right_child=2 -3 3 4 -6 -7 7 -9 -10 12 -12 -13 13 14 -16 40 38 18 -20 21 22 32 36 -25 26 -27 -28 29 -30 -31 -32 -33 34 -35 -36 -37 37 -39 -40 -41 -42 -43 43 44 47 -47 -48 -49 -50 -51 51 -53 -54 54 -56 56 -58 58 59 -61 -62 -63 -64
leaf_value=0.033484474626640164 0.0020492478217147866 -0.03376415762871289 -0.033780856738876444 0.00024737736595400214 -0.02895344189157071 -0.029738950527928066 -0.029380919412986064 0.011339013271666955 0.029297303828615302 0.0011784990289297288 0.02943940508270353 -0.035610158537594652 0.03802138905489881 0.035313209970527309 -0.0063702408219886196 -0.037602502550043694 0.034041358478186567 -0.016054055009073236 0.030320558258559328 -0.0072622087780288115 0.024632719934982221 0.0055190248923570814 -0.031110925662073931 0.02177983905368383 -0.019592446442199801 0.062890034743794052 -0.041345542391862805 -0.027615987228671892 -0.038143336902414018 -0.0016123932025352531 0.036620999198228157 0.035668057615393815 0.044301086845243448 0.019315232061757212 -0.009574645339010885 -0.047685625330715409 -0.022667587425260555 0.032156178635921337 -0.031471660909951016 -0.0022425480412466771 0.0060921045089039607 0.00014709508539500655 0.035154226070675525 0.0092451433907545701 0.03032167816345073 0.0010930355329066041 -0.046191982771285139 0.023102409829138693 -0.042674341354321382 -0.022063920194712715 -0.028974115533117285 -0.045535203576815869 0.0017544563094825747 -0.0076785185875174761 -0.026406987651715192 0.042150237501008464 -0.00312151827831849 -0.001714404807087307 0.018290421447856954 -0.026090273439010065 0.017114284451622518 -0.021087443519296117 0.036684186153054361
leaf_weight=7.9228907041251651 1281.3867586199194 51.589411371620372 63.203203264041804 8.6028259508311802 5.9033272900851435 5.2984807250322765 10.969566782005133 6.0212421333417288 7.9256240967661133 192.67563787847757 4.5512400008738032 12.739173389039932 14.869236562866719 21.299713729880754 54.277258763089776 5.4484358802437773 2.2617736123502246 8.3401706982404011 8.7575984699651581 11.434585373848675 4.7765421234071246 4.7921239975839871 19.069160984829072 19.090759298764169 9.9106963360682183 3.5565024614334098 9.726768469437955 33.207488940097392 5.35495417471975 20.041444799862802 8.3411298179998976 5.7052156478166571 10.662529728375377 7.0626372043043366 7.1229250291362396 6.266263397410512 6.7748207096010429 4.5314096957445145 4.5039740856736898 5.767399499192833 8.5686331437900645 4.5569337978959075 19.144489829428498 3.5649354169145209 6.1324788946658355 9.6109303031116706 6.9017475992441177 21.627836815547198 4.1460661049932233 4.1510653235018253 10.473552837967871 7.5464431457221499 58.059871233999729 7.755759608000516 4.6163331931456915 19.699056953191761 6.8992191180586806 21.908345717936758 12.465738219209017 34.060860678553581 43.911165206693113 10.334806085564194 7.8659429149702182
leaf_count=1176 3761 2829 3408 37 47 118 64 30 31 871 23 69 72 93 284 28 10 46 37 71 19 18 119 93 53 10 61 194 37 93 44 29 49 28 34 35 56 18 40 25 52 21 79 16 28 44 46 126 31 35 40 39 277 35 29 57 57 105 58 195 222 62 35
internal_value=-0.000186502 -0.0248113 0.000463023 -0.00162199 0.000607548 0.000800218 0.00097992 -0.0149505 0.0012863 0.00103273 -0.012263 -0.0211562 0.00143793 0.00651058 0.00172374 0.0109049 0.0199355 0.0218034 0.00769935 0.000487298 0.00207852 -0.005628 -0.0137533 0.00312335 -0.0102572 0.00938079 -0.0134472 -0.0101604 0.0037706 -0.0178289 0.0131393 0.000596774 0.00664517 -0.00750213 0.0181195 -0.0246295 -0.0197895 -0.00069484 -0.00957081 0.0273109 -0.010892 0.0310807 0.00242981 0.010823 0.00282081 0.0237699 -0.0273102 0.0115672 -0.00572243 0.00917566 0.000988162 -0.00716651 -0.00294161 0.00270108 0.0160976 0.0218091 0.0304074 0.00108589 -0.00724404 -0.0154514 0.00413622 0.000441611 0.00842996
internal_weight=2315.75 59.5123 2256.23 974.846 911.643 905.74 900.441 16.9908 883.45 875.525 25.8932 21.342 849.631 134.094 102.127 47.8499 33.8329 31.967 17.0978 715.537 567.795 147.742 35.1519 532.643 107.279 14.9911 92.2877 82.5609 29.312 53.2489 23.957 15.6159 40.4634 18.121 22.3424 11.0584 30.3754 11.3062 6.76575 27.0671 14.0171 15.2195 513.552 75.2796 46.5241 28.7554 10.4667 36.0574 14.4296 10.2835 438.273 76.0799 68.5334 362.193 38.9704 34.354 26.5983 323.222 86.6357 56.8614 236.587 22.8005 29.7743
internal_count=15849 4005 11844 8083 4675 4628 4510 94 4416 4385 129 106 4256 687 532 248 168 155 83 3569 2792 777 212 2580 592 81 511 450 163 287 126 82 185 81 104 53 193 74 50 118 80 70 2487 405 282 123 62 220 94 63 2082 356 317 1726 178 149 114 1548 455 315 1093 120 140
is_linear=0
shrinkage=0.05


Tree=248
num_leaves=64
num_cat=0
split_feature=5 6 31 72 9 27 15 70 5 4 9 55 44 13 31 9 2 0 9 38 0 72 37 66 10 28 38 3 1 4 29 71 3 14 20 31 11 11 8 70 5 30 9 52 65 42 36 59 6 60 4 1 72 69 71 8 20 73 45 49 4 5 30
split_gain=1.40181 3.1751 4.2047 1.87639 1.7722 4.23279 3.43786 3.77415 3.91587 3.66992 4.64909 3.42756 3.27741 2.49473 2.8007 2.04336 2.21665 1.81971 4.24913 2.42081 1.80242 3.84714 3.81473 3.68695 4.39229 7.13194 5.57123 4.70057 3.41692 3.29316 2.86825 2.81232 2.44365 2.06949 2.06943 2.93892 2.73757 2.97522 2.93487 2.58997 2.42949 2.01101 1.94571 1.87185 2.84993 2.66235 2.41431 1.71888 3.63482 6.51855 4.76888 4.12376 4.22807 3.39646 4.91656 4.40365 3.51056 4.33649 3.38549 4.48102 3.50711 3.37434 3.65374
threshold=1456.79471105365 1503.8683578211894 0.1155435473617291 -0.15833333333333321 2.7416666666666671 0.6041428571428572 0.77500000000000013 -0.57791666666666652 1474.6879281548415 1551.6389331904288 2.8777777777777782 1.385 7.6150000000000011 1.0000000180025095e-35 0.16875293381317477 3.2361111111111116 -69.226288408524155 1303.3847927451086 1.5773809523809526 0.29249447449339377 1355.6304315944024 -0.51541666666666652 0.4160109969854488 2.8452991452991463 1.0333333333333337 3.5857142857142867 0.29847926882354125 1389.0475550396827 1443.2694755406428 1542.9694291221215 4.1833333333333345 0.13166666666666668 1333.9388887760244 0.77500000000000013 5.5000000000000009 0.12456896551724136 1.6904761904761907 0.93095238095238109 2.0972222222222228 -0.18249999999999991 1507.3617980508886 0.11968821475863727 1.6904761904761907 4.2750000000000012 -0.17462962962962963 6.0450000000000008 11.675000000000002 2.8342706772590578 1544.2480990864231 0.073091751428731713 1615.1869419708901 1438.5618867864353 0.27791666666666676 0.73000000000000009 0.027499999999999952 0.93095238095238109 1.5000000000000002 2.5000000000000004 1.155 2.4350000000000005 1695.8437651031818 1527.9980449797251 0.11853256021409452
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 6 9 8 -8 10 -6 13 -12 -9 -15 16 -10 18 -2 -20 21 31 23 24 26 27 -23 32 -25 -29 -27 -19 -26 42 43 -36 37 38 -37 -39 -41 -28 -30 46 -45 -46 47 48 50 58 61 52 -52 -53 56 -56 -55 -58 59 60 -50 62 -22
right_child=4 -3 3 -5 5 -7 7 11 15 -11 12 -13 -14 14 -16 -17 -18 20 19 -21 34 22 -24 28 25 30 41 29 33 -31 -32 -33 -34 -35 35 36 -38 39 -40 40 -42 -43 -44 44 45 -47 -48 -49 49 -51 51 53 -54 54 55 -57 57 -59 -60 -61 -62 -63 -64
leaf_value=0.029427228445236993 -0.056010791421315126 0.032035697153221902 -0.038635383257177768 0.0013198536339948175 -0.041603633758894198 0.033866983894626342 0.048387384359336739 -0.040171343856478386 0.0071246732002647507 0.038334320073112674 0.030228075775545916 -0.039455713345609461 -0.012305575813900398 0.025416884763033165 -0.017909760614469028 0.015293280031193771 -0.038377070083779503 -0.038831157205504702 -0.025895740415058439 0.018920053669428338 -0.0033743466499137026 -0.0081266248201532897 -0.019640449704570243 0.068403881468889371 0.013318331331853773 -0.052958271558961073 0.027137616598572813 -0.031989979500762232 0.033334556051219766 0.016137670613290803 -0.0075916320838211168 0.0015901906986633776 0.053387190075628511 0.047703892257921002 -0.017371582884022151 0.010493017621988371 0.039175592117968089 0.020568025351582774 0.057285809905000665 -0.033615920014777416 0.0094335650475485255 0.065499946547230695 -0.0086157306232429922 0.067187137402284686 0.036068352141503481 -0.022544974176144782 -0.026370656043613105 0.001361936171296018 0.010745390896856969 0.024424938353577355 -0.0030999647360751459 -0.011616951004393514 0.05487135115304459 -0.03192732685562423 0.061262088021623022 0.0079475206539924969 -0.025604595247630188 0.034319513065900767 0.025314269375110377 -0.035375309654474101 -0.029513765999722576 -0.0093546008354620704 0.0016541702009568783
leaf_weight=6.8438213905319634 4.8034897600300637 11.093205442419274 6.2461594091728356 5.5488011995330409 6.2499290455598446 6.0505586424842468 3.6384004876017597 5.3101617842912701 4.3191515803337133 6.3219052981585255 8.8268628548830765 20.33116054115817 9.3016893912572396 6.2441936279647043 9.263063613092525 5.8535820024553677 7.0380934961140138 7.2698364704847362 5.3249491904862207 6.9410997852683067 529.73219059268013 7.51995847770013 9.5104167643003148 4.9061273485422161 8.2306826177518833 7.125001354608683 7.1609104606322944 7.1560412803664786 4.7696164918597805 7.0620681350119412 6.8179579165298492 10.544639823259784 7.0766571396961799 4.9745279103517523 8.4487904927227628 10.724460208322851 9.1560317385010404 7.1798099670559141 4.8738620728254309 8.2487170535605419 5.4378617762122312 6.5327565332408994 6.5735283575486392 2.5338310822844505 3.7900379300117475 3.9633103548549116 8.7959159128367883 1211.9766040563118 23.020409073680643 38.398727943887934 8.0169147767592204 213.25857752165757 5.1759010255336753 11.280896462500097 5.2434837033506509 14.81986230611801 5.582831774838267 6.5743851400911808 8.7688380812760425 11.528881013626231 7.0711747573222956 101.06322256266139 1135.7418408179656
leaf_count=26 19 49 27 22 29 26 13 20 15 24 34 84 36 27 35 25 28 23 21 23 2212 31 49 15 27 24 26 25 20 26 27 39 28 19 47 42 38 30 22 33 24 22 29 17 17 77 193 5239 89 149 35 837 19 43 21 62 27 23 30 44 30 678 4758
internal_value=4.33667e-05 0.0108561 -0.00174928 -0.0198389 -4.49665e-05 -0.0066517 -0.00929642 -0.0160722 0.00125877 0.004387 -0.00441633 -0.0248535 0.00840423 -0.0105925 -0.000463738 -0.00870431 -0.0210728 0.000139292 -0.0161466 -0.000535423 0.000218186 0.00642436 0.0104066 0.0137331 0.00779956 -0.00130259 0.0264506 0.0126151 0.0318162 -0.0080852 -0.0307745 -0.0149052 0.0318424 0.0208156 1.21316e-05 0.00971608 0.0147326 0.00859515 0.0251139 -0.00375318 -0.0165118 0.0454389 0.00902371 -0.000144196 0.0211514 0.00610674 -0.000209668 -0.000140716 -0.000997629 0.00890539 -0.00142939 -0.00761887 0.0196438 -0.00901967 0.00371304 0.0218811 -0.0118391 0.00680119 -0.00292115 -0.00886995 0.00128495 -0.000483542 5.47653e-05
internal_weight=3669.19 29.732 18.6388 11.795 3639.46 98.7488 92.6982 61.9978 20.8492 30.7004 24.3785 41.1486 18.1286 20.8174 15.5073 17.2108 11.3572 3540.71 17.0695 12.266 3523.64 113.231 95.4163 85.9058 64.682 43.4684 21.2136 29.5254 21.2238 14.2181 13.943 17.8145 15.3073 16.3177 3410.41 54.0695 45.6207 36.4647 15.5983 20.8664 13.6866 13.6937 11.3431 3356.34 10.2872 7.75335 3346.05 3337.25 2125.28 88.788 2036.49 269.953 13.1928 256.76 43.5015 20.0633 23.4381 12.1572 50.3893 41.6205 30.0916 1766.54 1665.47
internal_count=15849 124 75 49 15725 396 370 247 81 123 99 166 70 82 62 68 43 15329 63 44 15266 430 368 319 236 157 79 106 83 51 51 62 55 68 14836 236 189 151 64 87 57 48 49 14600 111 94 14489 14296 9057 342 8715 1067 54 1013 176 83 93 50 193 163 119 7648 6970
is_linear=0
shrinkage=0.05


Tree=249
num_leaves=64
num_cat=0
split_feature=65 65 44 31 40 40 65 3 3 31 22 8 39 3 26 1 3 51 70 2 55 42 29 1 27 27 72 18 3 72 28 5 22 9 2 37 28 69 31 70 49 39 42 30 3 26 71 26 5 65 65 72 70 72 6 27 27 42 24 3 29 9 29
split_gain=3.13079 1.53355 2.14488 1.50665 3.2395 3.11473 2.83821 4.2605 3.7689 4.49527 4.62795 3.75241 3.56906 3.92287 4.32089 3.41485 3.40319 3.56232 3.70602 5.02353 4.65807 4.42693 3.55172 4.38445 3.92941 4.78 3.84405 5.6046 3.29648 3.29598 3.25593 3.44055 3.44456 3.27837 3.13765 6.3517 4.20234 3.0796 3.44694 4.72648 3.18729 3.53675 4.44159 5.1705 3.10732 3.68363 2.93807 4.45927 2.96876 2.92079 2.86158 2.90571 2.84174 2.80496 2.7924 4.56564 2.71972 3.39344 2.70682 2.82452 2.83111 2.70465 3.19809
threshold=-0.84307692307692295 0.78329670329670331 9.0850000000000026 0.12681311751103638 3.5050000000000003 3.4450000000000007 -0.047717391304347843 1283.4079048720594 1537.6690423584041 0.10683317275624392 0.61250000000000016 2.4555555555555562 0.18622783499693221 1551.7504278597087 0.53211111111111131 1341.2125046137342 1378.2473283853578 1.3450000000000004 0.0087499999999999523 -39.023731210323028 1.8250000000000004 3.3050000000000002 5.0500000000000007 1414.3557134482619 0.48050000000000004 0.46527777777777785 0.43125000000000008 1.5000000000000002 1517.9313257247036 -0.14166666666666664 3.2678571428571432 1492.5957589332418 0.30785714285714288 2.0333333333333337 -5.9649025117080319 0.36913133747720733 4.2928571428571436 0.11000000000000001 0.1155435473617291 0.13374999999999998 3.9250000000000003 0.31993582218242539 3.7550000000000003 0.091287878787878765 1449.955981977658 0.48612500000000008 -0.11624999999999994 0.50527777777777783 1481.8635867187365 0.11851851851851845 -0.13320346320346324 -0.014999999999999949 -0.36958333333333332 -0.62708333333333321 1487.8816526264156 0.50472222222222241 0.53436507936507949 5.8950000000000005 0.88194444444444453 1473.8254867724656 3.183333333333334 2.077380952380953 3.9500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 8 -8 11 12 56 15 -10 -14 -15 -2 46 22 19 -19 -20 -22 23 24 25 30 27 -26 -29 -16 -18 32 -32 -33 35 36 -24 -17 40 -40 44 42 -42 -44 45 52 54 48 -48 -36 51 -47 -39 -6 -9 -56 57 -11 59 -46 -61 -25 -63
right_child=1 2 -4 -5 53 -7 7 16 9 10 -12 -13 13 14 29 37 17 18 20 -21 21 -23 34 61 26 -27 -28 28 -30 -31 31 33 -34 -35 49 -37 -38 38 39 -41 41 -43 43 -45 58 50 47 -49 -50 -51 -52 -53 -54 -55 55 -57 -58 -59 -60 60 -62 62 -64
leaf_value=-0.034805124692484098 0.021111542278533312 0.035966132831198386 -0.032820281354338461 0.00071899349216494434 0.018276472984128503 0.030232048884766324 -0.029630066465377348 0.01374692616857344 0.030094574264203353 0.00023382788500907016 0.022544210365047918 -0.038206381895092491 0.034532366918386778 -0.013769785343838065 -0.013438016404213191 -0.038769553984541336 -0.027269666431115336 0.0051873850758351143 -0.026848893361779452 -0.023772435205060085 0.067156942740036113 0.0065460420398040639 -0.029078024251518914 0.0071774732769179662 0.013669818619104095 -0.033155425081328786 0.030917360335881463 -0.040596898319971306 0.0034179706165250404 0.040277327564422039 -0.0081504856864458609 -0.01143269876028815 0.041322406782161154 0.028136470875325354 -0.023406936225023992 0.034842691579872756 0.019536412393430784 0.019364993636451579 -0.0024606050751884998 0.037905772229341952 0.052727652719004287 -0.035627661897752141 -0.051136851576294134 0.011591291810725282 -0.038966340615508917 0.037479769811709647 0.0065549171286409039 -0.0047062692838993883 0.040657125361288009 0.010167198164842997 -0.021385051141181569 0.00038569037290739653 -0.024744423142988997 -0.014272955024839296 -0.049502470439722092 0.0097273771869972117 -0.042058532759594397 -0.040163887146411247 -0.046811214001316555 0.014743614293244625 -0.017459261488443668 0.0071017718054733588 -0.023558250334829417
leaf_weight=6.4285563009325406 10.464587192051111 5.9689579769037655 1.3988779156934468 2800.6519761229865 7.3016342241317025 8.0765259666368348 11.400026689050717 14.924927276326345 18.251609269762412 21.278316139709208 9.2277842047624272 9.9170483713969571 8.7122215088456851 27.095164870144799 4.3705840341281137 7.9011090931016943 13.356317289173601 21.48279598238878 9.5718231166247261 49.430265411967412 3.3640820900909594 28.83390656276606 13.404617486055946 352.21130456007086 27.068586830748245 18.556569928536192 12.339691214961929 10.391932316124441 7.2021366162225595 8.23978563537821 5.9308583438396445 42.193096866365522 8.6494232763070595 5.9760093125514677 35.489699301309884 10.635949524585156 6.6508909675758323 4.2921765742357847 48.422518006293103 8.5289501214865577 5.0078722257167128 4.991737872362136 3.9701996722724315 19.03724958258681 12.328150951536371 9.1513244239613467 9.1626070786733198 13.012600572779773 21.028679579030722 7.924250002950429 6.667907011229544 12.477852722397072 24.459289218299091 70.77692084107548 6.0985571159981173 6.9744175106752664 8.3964708114508522 6.8788912664167574 9.0119770816527289 8.1355689358897489 42.370241139316931 17.769679740769789 16.3134673202876
leaf_count=227 41 177 23 10677 30 28 39 54 73 80 36 36 34 103 17 29 47 73 30 174 14 107 47 1274 103 68 49 37 30 40 22 190 33 27 123 39 26 17 194 28 20 19 19 71 49 31 34 46 69 33 23 46 91 337 22 24 34 28 38 32 158 69 60
internal_value=6.04473e-05 0.000115638 0.0229062 7.42153e-05 -0.00136686 -0.000711527 -0.000925692 0.000719967 -0.00462055 0.00296806 -0.00909577 -0.00807349 0.0112522 0.00414938 -0.00251728 -0.00681377 0.00115466 0.000129897 -0.00803992 -0.0149992 0.00377489 0.0128787 0.00163398 0.00304763 -0.00415631 -0.0104016 0.006215 -0.000609925 -0.0225794 0.0216603 -0.00485356 -8.22565e-05 0.0211982 -0.00652362 -0.00862822 0.00360817 -0.0129563 -0.00810251 -0.00699535 0.00358459 -0.010717 0.00314636 0.0100551 0.00076683 -0.0142671 -0.005555 0.0115855 0.0197618 0.0303076 -0.0172787 0.00725193 0.0160802 -0.0181595 -0.011229 -0.00103147 -0.0179034 -0.0170831 -0.00963546 -0.0211849 -0.0175095 -0.012272 0.005876 -0.00757326
internal_weight=4067.54 4061.11 7.36784 4053.74 1253.09 1175.01 1166.94 807.349 359.587 112.451 45.7815 247.136 66.6694 48.4178 39.7055 237.219 795.949 724.747 112.683 70.9131 41.7698 32.198 612.064 537.959 151.665 94.6623 57.0023 44.6627 17.5941 12.6104 76.1057 62.7494 14.5803 48.1691 74.1054 30.6915 20.0555 226.754 218.853 56.9515 161.902 33.0071 28.0153 23.0074 128.894 57.0485 71.2018 43.2039 30.1913 43.4139 28.2971 21.6292 28.7515 78.0786 27.9979 13.073 36.5537 28.1572 71.8459 62.834 50.5058 386.294 34.0831
internal_count=15849 15622 200 15422 4745 4378 4350 2963 1387 445 178 942 267 194 160 906 2924 2675 398 247 151 121 2277 2009 606 387 219 170 67 57 319 272 55 217 268 112 73 865 836 222 614 129 110 90 485 208 249 149 103 156 100 77 108 367 100 46 142 108 277 239 190 1403 129
is_linear=0
shrinkage=0.05


Tree=250
num_leaves=64
num_cat=0
split_feature=73 73 73 73 23 73 73 20 28 27 27 27 71 26 23 72 41 66 72 3 4 16 34 19 34 44 44 55 59 8 70 0 26 74 24 31 56 29 11 8 0 27 72 30 30 23 4 31 42 8 51 3 71 29 28 26 31 26 36 34 11 9 29
split_gain=14.3232 12.004 2.78113 27.0642 1.9615 1.87391 10.1406 1.46591 1.46513 1.52746 1.98129 2.73083 3.00728 2.49173 2.36525 3.06321 3.44747 4.48439 3.11209 4.21759 3.18702 2.62751 3.24453 3.08055 3.61207 2.77501 2.48362 3.16606 2.28038 3.11739 2.14766 2.18488 2.43466 2.49704 2.55542 2.03321 3.35539 3.15387 2.95271 3.44272 3.001 2.93874 2.84254 3.73542 3.08636 2.82125 2.74969 3.54902 3.29499 2.65883 2.82611 3.78669 2.73943 2.67236 2.62453 3.43016 2.54127 2.51683 2.39883 2.64169 2.80478 2.25108 2.24371
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 6.166666666666667 4.5000000000000009 5.5000000000000009 6.5000000000000009 0.89444444444444449 0.67225000000000013 0.63816666666666677 0.61162500000000009 1.0000000180025095e-35 0.6638750000000001 3.0625000000000004 -0.33875 1.8150000000000002 2.908134642356242 -0.16624999999999993 1491.5742650840466 1368.0486526137154 1.0000000180025095e-35 3.2650000000000001 4.5000000000000009 1.6150000000000004 10.525000000000002 9.3600000000000012 1.4950000000000003 2.2179468107965161 0.20714285714285713 -0.27374999999999988 1417.3208629923656 0.45118055555555558 1.5000000000000002 0.69047619047619058 0.13804446460980038 1.905 3.7888888888888892 1.5166666666666668 1.2583333333333335 1486.3878286567817 0.51050000000000006 -0.25583333333333319 0.22926223241590213 0.18727517985611511 2.5857142857142867 1579.1321349456739 0.12795348837209303 4.5050000000000008 1.3166666666666669 1.155 1567.3376455414748 -0.11624999999999994 5.3875000000000011 3.683333333333334 0.50707142857142873 0.10994505494505492 0.45050000000000007 3.0450000000000004 2.3650000000000007 1.2321428571428574 1.3785714285714288 4.3875000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=2 -3 3 4 -6 6 -8 -9 9 -11 -12 12 -14 -15 15 18 17 -19 20 -21 30 22 -24 24 -26 -27 27 -29 29 35 31 32 33 34 -36 42 41 46 -40 40 -42 -43 45 -45 -46 62 -48 -49 -50 50 -52 -53 -54 -55 55 -57 -58 -59 -60 -61 -62 -63 -64
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leaf_weight=7.659064434003084 1271.6806114204228 49.889991836855188 61.125800691312179 6.0393286086618891 5.8017975593684232 24.251414829515852 171.51177623937838 9.0246944129466993 15.508470386266707 6.4983599931001654 12.578721426427363 12.560998864471914 13.618215756490825 8.5604862626641971 9.2182304710149783 9.4947744309902209 12.84787365794182 6.112984098494052 7.0747451037168494 12.470451757311819 7.6368821859359732 115.55055111274123 10.508581653237341 10.76004806533456 12.964877124875782 9.5614666417241079 7.3587339222431174 8.6303214877843839 8.0709715783596021 19.969527065753937 6.9736171513795844 9.3200843296945077 20.813251905143261 7.6270308718085316 23.124253675341606 12.075742438435556 8.2456402089446765 17.388448476791385 15.205044351518152 5.6280933767557126 7.1823049634695053 7.3371019959449759 7.8030181936919636 7.1911465674638739 11.212479175999759 11.295812562108042 12.619569614529608 10.700240634381769 6.5908367037773123 6.6280047670006779 20.015462055802345 5.7491549346595994 25.398172974586494 7.7317974790930739 6.3631109297275525 6.6809695512056351 13.513090044260023 7.6712958067655563 9.1132739931344968 16.36892843991518 6.2292803078889838 9.0052132178097946 14.683704094961284
leaf_count=1176 3735 2829 3408 19 47 1303 954 26 53 28 41 44 53 40 29 28 37 22 21 43 23 401 32 39 39 37 25 28 26 64 23 28 67 27 82 37 31 53 53 18 25 23 26 25 36 38 40 32 20 23 68 26 77 25 19 23 43 25 34 55 20 27 50
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internal_count=15849 4005 11844 8083 4675 4628 2257 3761 2371 2352 2324 2283 97 2186 2146 430 88 59 342 71 271 1716 601 569 78 491 454 53 1115 1062 250 227 204 176 109 1036 402 348 160 107 43 54 634 207 182 427 188 148 116 339 144 76 195 118 93 42 96 51 146 112 57 50 88
is_linear=0
shrinkage=0.05


Tree=251
num_leaves=64
num_cat=0
split_feature=44 5 5 0 38 10 59 44 29 44 66 44 26 26 28 20 4 52 21 3 27 44 60 65 8 11 17 38 41 51 11 26 20 30 29 47 13 7 8 38 73 39 27 22 6 7 64 72 9 71 26 27 11 46 25 71 74 37 44 11 26 26 70
split_gain=1.41837 2.69092 1.93616 3.58575 2.29197 2.02464 1.79868 1.64818 3.18366 1.78538 5.47827 1.70508 3.05837 3.64218 2.60048 1.91262 4.40643 2.99433 3.90236 3.41819 2.55119 2.41295 3.60683 2.25494 1.8119 2.96292 3.57425 3.45277 3.46232 3.05154 2.85756 2.65369 4.02364 3.63175 4.25896 3.11482 2.95576 2.5032 2.27729 9.20595 4.39181 4.29174 5.16503 3.7874 5.0145 6.71027 4.51586 4.30412 4.06128 3.66809 5.2548 3.39654 3.25247 3.13757 3.07259 2.76442 4.49081 2.58018 2.49638 2.2986 2.28768 2.21553 2.17683
threshold=11.950000000000001 1485.7123400859589 1527.4659041731875 1503.6640724292672 0.22343114909564682 1.7238095238095241 3.0085938828972889 11.775000000000002 4.9500000000000011 11.675000000000002 1.9772727272727273 11.475000000000001 0.46414285714285713 0.50950000000000017 4.7321428571428585 5.5000000000000009 1436.0860986558603 2.7350000000000008 0.35416666666666669 1451.9229663310646 0.48414285714285721 11.175000000000002 0.056211301563708453 -0.11574468085106383 2.755555555555556 2.183333333333334 1.0000000180025095e-35 0.26595229728012387 2.2050000000000005 1.3050000000000004 0.51666666666666672 0.57133928571428594 1.5000000000000002 0.20614621861965843 4.2928571428571436 1.5850000000000002 0.22500000000000003 9.1580684605716023 2.2111111111111117 0.26253399252613974 3.5000000000000004 0.22910925337302274 0.41707142857142859 0.38750000000000007 1486.342114940305 33.365406072883168 0.015416666666666601 0.13291666666666668 1.3785714285714288 -0.19999999999999993 0.52683333333333338 0.46472222222222226 1.3785714285714288 2.6650000000000005 0.73214285714285732 -0.25541666666666657 1.5000000000000002 0.37988300967407834 9.3800000000000008 3.2111111111111117 0.52527777777777784 0.52414285714285735 0.21874999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 5 -5 -3 -6 9 -9 11 -11 15 -13 -14 -15 21 -17 18 19 -18 -19 24 -23 -22 38 26 29 28 -27 -26 -28 32 35 34 -33 36 -32 -34 59 40 58 -41 -43 44 46 47 -44 48 51 55 -51 -46 -45 -50 60 56 -49 -53 -40 -1 62 -60 -42
right_child=1 2 -4 4 6 -7 -8 8 -10 10 -12 12 13 14 -16 16 17 20 -20 -21 23 22 -24 -25 25 27 30 -29 -30 -31 31 33 37 -35 -36 -37 -38 -39 39 41 54 42 43 52 45 -47 -48 49 53 50 -52 57 -54 -55 -56 -57 -58 -59 61 -61 -62 -63 -64
leaf_value=-3.6282781984349428e-05 0.026719656209620347 -0.046899624140313401 -0.041741868934973218 0.036194091117864917 -0.027525102191518377 -0.0054097938724548562 0.015246997354937012 0.02936262726093173 -0.014782131184052319 0.028580710150932977 -0.0413595392287366 0.045208762002061913 -0.033221804759773675 0.050169448308128299 -0.0074212848396915942 -0.018862420869490075 -0.0085715256205185133 0.053402118267730836 -0.025871176136188098 0.036446149649420355 0.045524120035570249 0.0087568594286186047 -0.032042197436171219 0.00035227683511860171 -0.024455835770193862 0.078647328025784821 -0.029297992032047145 -0.011378948593279146 0.0057043916829986156 0.027667233858549679 -0.014344443852018579 0.046702152629768651 0.055545468074460314 -0.040866274178549239 -0.014771322011049562 -0.037298577492182794 0.025983749310494037 0.0088461344248004746 0.0079911198480922974 0.055961394129986901 -0.030599668704030192 -0.039759493849788372 0.073366511722467678 -0.023377539350649856 -0.0073950732715152793 -0.039564149705416961 0.0060668830307493999 -0.017755232168510698 0.023041201472612571 -0.039881004829279421 0.015880285148044172 0.057258778999294206 0.022051693631138819 -0.01380681504464549 0.0014353285644562066 0.047554362003920561 0.039810943556915813 0.015373841190336596 -0.033107728007044111 -0.021202338598355054 -0.045584640162930921 0.0031807781500783369 0.019877195705657134
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leaf_count=13201 19 36 46 29 28 21 18 49 26 18 43 20 25 17 23 53 25 29 37 38 16 38 68 38 251 13 41 44 31 13 40 23 21 60 52 28 48 27 220 28 41 30 28 55 12 45 26 36 80 35 31 64 32 35 57 19 20 22 40 83 91 50 16
internal_value=4.06743e-05 -0.00975884 -0.0148036 -0.00920857 0.00750729 -0.0293754 -0.0062299 0.000139439 0.014986 6.29236e-05 -0.0186092 0.000129167 0.0153024 0.00142312 0.0223127 5.10384e-05 0.00926096 0.0163191 0.00471193 0.0176438 0.0308567 -9.40874e-05 -0.0162881 0.0164931 1.1681e-05 -0.00613836 -0.00887781 0.0172121 0.0420426 -0.0205251 -0.00147538 0.00257667 0.0109853 -0.0116877 0.00348148 -0.00106995 0.00821221 0.034964 0.000222178 0.00510363 -0.00743743 0.013327 0.0114599 0.0134122 0.0169575 0.0133162 0.0492055 0.0166233 0.0256337 0.00339572 -0.0136354 0.040691 -0.00805867 0.0130771 -0.0220605 0.018115 0.00615112 0.0479225 0.00105812 -0.000122548 -0.0321268 -0.0150446 -0.0134357
internal_weight=3663.73 36.5566 32.1153 26.5922 14.5402 12.052 9.83195 3627.18 18.5977 3608.58 12.7569 3595.82 18.4204 12.5815 7.84891 3577.4 55.4966 44.3628 24.6675 17.3368 19.6952 3521.91 22.8535 12.0306 3499.05 115.798 103.639 12.1589 6.50738 40.2726 63.3668 55.3113 34.7983 20.513 13.4965 23.1564 18.4335 11.6418 3383.25 223.164 88.38 134.784 129.129 124.388 106.759 95.9277 10.8318 90.2816 53.7011 36.5805 16.9585 24.419 17.6283 29.2821 32.4776 19.6221 13.9521 21.2268 55.9024 3160.09 22.7366 16.8248 9.51778
internal_count=15849 197 178 132 75 57 46 15652 75 15577 61 15516 85 65 40 15431 236 183 100 63 83 15195 106 54 15089 692 604 88 44 264 340 299 164 135 75 116 88 48 14397 1113 515 598 570 540 453 399 54 354 213 141 66 98 87 115 205 75 56 86 310 13284 148 90 57
is_linear=0
shrinkage=0.05


Tree=252
num_leaves=64
num_cat=0
split_feature=65 10 18 30 65 44 1 27 4 72 64 5 70 38 29 8 4 42 27 29 29 64 64 61 72 72 73 27 4 64 64 14 64 6 10 31 1 31 40 40 53 3 29 65 71 30 11 55 3 4 30 1 37 0 37 31 6 29 10 30 34 3 73
split_gain=3.01475 1.98719 2.53425 2.18001 1.45637 2.05447 1.41783 2.49894 3.69225 3.24727 3.36082 3.36717 3.31906 2.80418 1.98431 1.97915 2.37415 1.91491 1.78708 2.21782 1.9863 1.9507 1.68877 2.82835 2.78881 3.11378 2.98698 3.268 2.37536 2.04503 3.05631 1.9475 1.92572 1.81213 2.81233 2.50111 1.84512 1.66971 3.14899 2.92391 2.81025 2.54386 5.25 3.94442 4.4673 4.49226 3.87667 3.59238 5.00531 6.42055 3.63651 3.55816 3.26875 4.7845 3.47641 3.24635 4.93837 3.92475 3.4464 6.07217 6.47318 3.83699 3.65598
threshold=-0.57833333333333325 1.2761904761904763 3.5000000000000004 0.12970031099802093 0.78329670329670331 9.0850000000000026 1767.6845169171197 0.49472222222222223 1751.5454524854242 0.37708333333333338 0.033605769230769154 1533.5949809512497 -0.10374999999999994 0.250575152473275 8.1714285714285726 1.7928571428571431 1640.8713698562715 2.7850000000000006 0.68950000000000011 9.3809523809523832 8.6833333333333353 0.040156249999999956 0.11769230769230767 0.22500000000000003 -0.034166666666666547 -0.43333333333333318 2.5000000000000004 0.43387500000000007 1448.6551747652195 0.08378289473684207 0.088465909090909053 0.90000000000000013 0.08213235294117642 1514.0558395883638 1.7238095238095241 0.19242713807931197 1441.1372270454165 0.12637628554143981 3.5050000000000003 3.4450000000000007 2.0550000000000002 1537.6690423584041 4.6833333333333345 -0.025823068309070548 1.0000000180025095e-35 0.082521517071786607 1.6547619047619049 1.7750000000000001 1378.2473283853578 1506.2671368696119 0.14110105580693819 1341.2125046137342 0.50964717640392998 1444.8925471660084 0.45635624669014674 0.081190947044605513 1484.0115364705439 2.7638888888888893 0.87777777777777788 0.17487864077669904 2.0750000000000006 1360.338030439565 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 18 -8 9 10 14 12 -12 -10 15 -9 -17 -13 19 20 22 -20 23 37 25 -25 27 -26 -29 -27 -31 -24 -30 35 -35 36 -28 38 39 41 -40 43 -43 51 45 46 -45 -46 -49 50 -50 -2 53 -44 -55 56 -47 -57 59 60 61 -59 -60
right_child=4 -3 -4 -5 5 -7 7 8 13 -11 11 17 -14 -15 -16 16 -18 -19 21 -21 -22 -23 31 24 26 29 33 28 32 30 -32 -33 -34 34 -36 -37 -38 -39 40 -41 -42 42 52 44 47 55 -48 48 49 -51 -52 -53 -54 54 -56 57 -58 58 62 -61 -62 -63 -64
leaf_value=0.019853127721327427 0.019484695263118704 -0.030479933261851166 0.042036757443763964 -0.032138248133507387 0.035904077296163579 -0.030995387606322828 0.035129183590926046 -0.035659824824426971 -0.012078454651667937 0.015275524121283425 -0.013870898358946948 -0.038486598892699848 0.043516735867952232 0.034218181660009887 0.010757961528659916 0.016970594694762645 -0.029111025188383662 0.0028428247470752769 0.042036292199458015 -0.027742917050264583 0.023375251242575359 -0.00074422063167527098 -0.0013509143038597498 -0.0042867369788057762 -0.050503778656134063 0.043859134424293955 0.0082756483274665522 0.029441606251720084 -0.028171091969620032 -0.02171258774175111 0.032385118444801735 -0.040469390619963415 0.0061674746714225348 -0.034314413126605374 0.01868193773018479 -0.0076908025676489765 0.040719008478843827 0.00076142043113241586 0.018486023118741573 0.029041956933678947 -0.014456879011178023 0.0056045736328558249 0.031806314372805948 0.0032926747285266047 0.0091049110585330658 -0.01071766423637998 0.043528699666678244 0.026129689081591037 0.018684918588151314 -0.044029681995244624 -0.021029180814724588 -0.0091975023611810171 0.010825468485135589 -0.014386429882427807 -0.049963977145006187 0.012321626481905398 0.017371799047958322 0.037194560442073386 0.00083649018101787436 -0.040062432758095325 -0.041141864096617568 -0.0070474252770598199 -0.019050875385064937
leaf_weight=3.0465479909908044 11.336454656906424 13.300704524619503 2.5349686911795279 5.9616303208749741 5.7779199653305104 1.4320467156358061 3.5328615084290496 26.234528709668666 5.3887476641684762 9.3242217665538174 4.2574202159885317 6.0466187377460283 6.1721942946314829 8.3216197274159622 3.6106089912354937 4.6160490512847883 7.0852919977623969 5.2240495877340436 5.3457216271199268 7.0828368014190337 9.2726299893110973 5.3129125908017159 7.5961306579411012 9.2939082528464478 4.2897380718495723 12.492024420062082 7.0845594219863477 4.5318577713333097 8.3944250342901814 3.8553402484394601 8.0881200376898033 5.4747960504610091 7.9492892718408248 4.7057136297225934 5.348618857562542 6.500307358801364 11.489904519170521 2615.3278418469708 7.1470766817219546 8.1338483043946308 68.726108029019088 274.7999951178208 4.7996710201259694 21.25518907932565 159.1876479012426 29.481950900750235 8.3335404773242754 9.1362393451854569 12.444663653615864 12.62060665595345 10.737647388130425 234.11602347204462 14.772691715508698 39.596108592115343 8.3066895171068591 20.214805516414344 33.344367896206677 5.4661912233568719 79.539881911827251 23.283515911083668 13.608312284806741 47.374567548278719 32.573202542960644
leaf_count=29 44 212 22 73 177 23 14 179 34 39 21 28 26 33 20 20 42 18 25 27 35 19 31 37 15 52 41 19 33 16 44 22 31 18 22 29 61 9770 38 28 319 1083 16 70 550 112 34 33 45 47 37 887 58 148 27 83 122 18 292 83 48 164 106
internal_value=5.78369e-05 -0.0173063 -0.00212689 -0.0145549 0.000164702 0.0226165 0.00012453 -0.00608724 -0.00777488 -0.0122706 -0.0163316 -0.000383554 0.0200908 0.0160217 -0.0246615 -0.0280326 -0.0109323 -0.0193301 0.000266138 0.000210674 0.000261156 0.0207119 0.000206379 0.000266518 0.00883331 0.0203465 0.00239271 -0.0107559 -0.00258809 0.0297156 0.0149224 -0.0177358 -0.0114694 0.0118119 -0.00612186 0.0190029 0.0283447 5.48642e-05 -0.00149753 -0.000826519 -0.0113537 -0.00104611 0.00253608 -0.00265084 -0.000179307 -0.0039181 0.014625 0.00558064 -0.00690335 -0.0153328 0.000290031 -0.00787279 -0.00996071 -0.0157872 -0.0205558 -0.00584401 0.00419051 -0.00868302 -0.0107866 -0.0180895 -0.0103903 -0.00247075 -0.00494156
internal_weight=4061.64 24.8439 11.5431 9.00818 4036.8 7.20997 4029.59 89.8142 86.2814 72.571 63.2468 21.7003 10.4296 13.7104 41.5465 37.9359 11.7013 11.2707 3939.77 3929.12 3922.03 10.6586 3912.76 3899.69 94.0238 33.7294 60.2944 25.1653 20.8756 24.4355 11.9435 13.0709 16.3437 35.1291 10.0543 25.0748 18.5745 3805.66 1190.34 1114.46 75.8732 1106.33 342.275 764.055 518.602 314.476 29.5887 204.127 44.9392 35.8029 23.1823 245.452 67.4752 52.7025 47.9028 284.887 62.8263 222.06 201.846 89.7326 66.4491 52.8408 112.113
internal_count=15849 336 124 102 15513 200 15313 474 460 393 354 93 47 67 261 241 62 46 14839 14795 14768 44 14733 14680 418 149 269 98 83 112 60 53 64 171 40 131 102 14262 4492 4135 357 4107 1332 2775 1844 1132 104 712 162 129 82 931 249 191 175 1028 234 794 711 313 230 182 398
is_linear=0
shrinkage=0.05


Tree=253
num_leaves=64
num_cat=0
split_feature=73 73 73 73 23 65 53 14 49 3 42 3 23 3 72 35 74 55 0 37 19 3 24 3 65 6 27 37 47 8 71 69 71 3 7 7 27 11 46 9 0 8 69 26 30 3 69 26 30 48 29 9 10 9 29 4 2 3 26 23 35 22 46
split_gain=13.8519 11.5999 2.62937 26.1744 1.85916 1.84428 1.64882 2.44856 2.29103 1.79539 4.6099 2.28772 1.63386 3.95607 3.38076 3.08694 4.08448 3.02592 3.98503 4.73515 2.93752 5.47676 2.65126 3.51215 3.11012 3.09713 2.53094 2.51444 2.97512 2.45629 3.16002 2.89691 2.47823 2.30435 2.89495 4.59105 2.70806 2.66669 3.04118 3.47106 2.73711 2.79839 2.45175 4.59894 3.06946 2.92248 3.04723 3.72428 3.13872 2.96938 2.93518 2.96717 2.86416 3.92925 2.79492 2.90395 3.23236 4.46999 3.00453 2.78449 2.77673 2.75052 2.72391
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 6.166666666666667 0.51650793650793658 3.3650000000000007 0.77500000000000013 4.4250000000000007 1320.5080023669641 3.8150000000000004 1270.243249676678 3.8660714285714293 1360.338030439565 -0.34458333333333324 3.0250000000000004 1.5000000000000002 1.6850000000000003 1509.1638989710634 0.30703119108131421 2.5000000000000004 1470.8792656542637 0.5277777777777779 1656.0352309501066 -0.28474501108647449 1516.9539405599478 0.63422222222222235 0.55030534349057747 1.5350000000000004 1.3166666666666669 0.17416666666666666 0.57000000000000017 0.046249999999999958 1579.1207045111826 2.2657578495911825 8.3317449203046881 0.54707142857142876 2.4142857142857146 2.7750000000000004 1.1833333333333336 1561.4606613004373 1.9666666666666668 0.67000000000000015 0.57732142857142865 0.090567327409432671 1576.4385957658553 0.55000000000000016 0.56816666666666682 0.21575680631965019 1.6850000000000003 3.4722222222222228 1.861904761904762 2.3095238095238098 2.6214285714285719 5.8944444444444457 1473.8703151821203 86.755541788523047 1457.9606685880744 0.39950000000000002 2.8660714285714293 3.0950000000000002 0.23611111111111113 3.7450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 8 -8 9 10 11 -5 22 -14 20 16 -16 18 19 -17 -15 -22 23 26 -25 -24 33 -26 -29 30 -27 32 -31 42 36 -36 -35 38 39 40 -37 -42 45 44 -44 46 49 48 50 52 -48 -52 53 60 55 56 57 -51 -57 -60 -11 -46 -58
right_child=2 -3 3 4 -6 -7 7 -9 -10 12 -12 -13 13 14 15 17 -18 -19 -20 -21 21 -23 25 24 27 29 -28 28 -30 31 -32 -33 -34 34 35 37 -38 -39 -40 -41 41 -43 43 -45 61 -47 47 -49 -50 54 51 -53 -54 -55 -56 58 62 -59 59 -61 -62 -63 -64
leaf_value=0.033474541805048393 0.0019403537442452797 -0.03373594750499901 -0.033751365913791319 0.0001970779846096029 -0.027845780511546687 -0.029271416179588061 -0.028840172037017244 0.010993562247283531 0.028058562814115846 0.0060203747761299661 0.030731045286456433 -0.032014560408380376 0.040597394142420008 0.037454827832089171 0.01194201952922113 -0.02318009417033676 -0.021335754476108134 0.031706094930960937 -0.0094937483646099583 0.036885072537406013 -0.036941499593931948 0.027346019946041196 -0.010057149667131735 0.024227848426447603 -0.030579940767098614 -0.019325832172857701 0.020884101235012786 -0.018884168652750426 0.035690421434450337 0.050644594067969943 0.029624409370597828 -0.0091429127475459067 0.010268014962664572 0.033819616109779425 -0.045456250733138033 0.052618727883346039 0.0012152386698173179 -0.03116970728175655 0.023046339620118803 -0.043887402629566488 -0.042272135995310704 0.020140428197148355 -0.02826032191598046 -0.044899573442776224 0.016746283674931833 -0.036796153579261845 -0.019420755360924243 -0.026018492702431714 0.053793976495732233 -0.017071672735755508 0.011602820307057303 0.052857870772232578 -0.013157960535053807 -0.037210884309261762 0.011576656381014549 0.030406611324566648 0.017189909316795829 0.034654803539896056 -0.021386218265023044 0.019579795556455063 0.025675622321153259 -0.0064320974686303259 -0.034891595163235679
leaf_weight=7.4048424889333537 1280.1812818422914 48.258421003585681 59.11495982890483 8.5706835854798609 5.712751815095543 5.0806148898554957 10.778989555314185 6.0083043854683629 7.8892815187573424 161.97951414156705 5.3684996962547293 15.445889596361665 7.9985057394951573 12.709868694655599 13.779527019709347 4.4445558832958367 27.871411237865686 10.599830244667826 28.21612721029669 12.535184646025298 5.1383739672601214 9.3253421615809184 105.36836708243936 4.7417789101600638 18.708356732036922 13.644880525767805 19.135007742792368 7.4720866056159121 3.7508232872933149 7.2950747087597865 4.347501214593648 7.0570640200749031 7.9330151006579399 19.098719536326829 4.4669977985322467 2.7288982132449728 9.5547676300629956 3.9598137638531616 23.478889706544578 4.2800455475226036 3.0893431641161442 4.2899463372305036 10.343680662102996 7.3208415349945417 19.239382347092032 4.6272123297676435 5.0737167708575752 4.5266026137396684 6.4009248837828627 6.390693396329886 16.132570263929669 5.9717461969703427 19.425255920737982 4.8912614416331044 20.487171341665089 3.3893604855984441 3.7913040630519372 12.055023475550113 51.343485597521067 4.5125616500154129 20.210692442022264 38.237842713482678 7.4316293364390731
leaf_count=1176 3761 2829 3408 37 47 118 64 30 31 719 26 84 32 63 55 38 147 56 168 52 25 47 590 19 119 63 93 59 15 33 18 34 37 79 27 9 44 29 132 30 29 26 40 39 83 19 23 29 22 33 77 23 102 30 102 15 20 52 286 21 97 192 46
internal_value=-0.000156053 -0.024795 0.000454865 -0.00151627 0.000587813 0.000768307 0.000938858 -0.0145834 0.00123562 0.000992434 -0.0111562 -0.0205193 0.00141701 0.00651034 0.00432252 -2.631e-05 -0.0103264 0.00766257 0.00202362 0.0211626 0.0199178 0.00450726 0.000463207 0.00201988 -0.0133952 -0.00554922 0.00303243 -0.0193555 -0.000644724 0.00624377 -0.00749798 0.0173385 0.0296106 0.00236096 0.0104567 0.00272568 0.0229474 0.00787138 0.011954 -0.00614674 0.00983355 -0.00598862 0.000962206 -0.00725003 -0.003186 0.00268282 0.00319884 0.0165555 0.0222947 0.00158772 0.014876 0.0227484 0.00511603 0.00701348 -0.00507234 -0.00890853 0.00386049 0.0167337 -0.0153029 -0.0180766 0.00820077 0.00132641 -0.0172975
internal_weight=2300.62 55.6633 2244.95 964.773 905.658 899.945 894.864 16.7873 878.077 870.188 29.3851 24.0166 840.803 132.619 124.62 97.4466 41.6509 55.7957 45.1959 16.9797 27.1736 14.4637 708.184 562.538 34.673 145.646 527.865 29.9313 11.2229 40.2775 17.9924 22.2852 15.2281 508.73 74.9474 46.2939 28.6535 41.8269 37.8671 14.3882 10.1082 7.37929 433.782 75.1417 67.8209 358.641 354.014 38.1056 33.579 315.908 27.178 22.1043 206.507 187.081 109.401 88.9141 29.6687 18.4457 59.2454 55.856 182.19 57.4772 11.2229
internal_count=15849 4005 11844 8083 4675 4628 4510 94 4416 4385 147 121 4238 683 651 516 202 314 258 90 135 72 3555 2780 212 775 2568 193 74 185 81 104 70 2475 405 282 123 255 226 94 64 55 2070 354 315 1716 1697 174 145 1523 123 100 948 846 575 473 151 85 322 307 816 275 66
is_linear=0
shrinkage=0.05


Tree=254
num_leaves=64
num_cat=0
split_feature=31 3 9 64 66 2 0 2 27 36 64 39 0 7 31 6 12 70 31 71 71 31 21 39 1 60 40 70 8 30 59 11 72 5 0 3 34 31 27 15 44 24 73 65 59 8 27 59 46 34 66 4 2 5 4 30 69 69 31 72 1 73 15
split_gain=1.39518 3.45462 4.06344 4.11309 4.05514 3.05442 2.97256 2.02419 1.73999 2.00474 2.58857 1.6911 1.54592 1.51673 1.47535 5.16075 3.96455 4.50196 4.70922 5.00828 4.58178 3.91821 3.38682 4.14303 3.0729 4.38174 5.586 3.93387 3.71712 3.34381 2.95222 2.87473 4.82659 3.11638 5.16151 4.57167 5.36463 3.724 3.69007 3.08569 4.82054 3.73762 4.33893 3.99474 4.05223 4.46839 3.89501 4.47562 3.98985 3.83574 5.162 5.25996 3.71772 3.60496 3.47462 3.3662 3.34554 3.26134 3.68276 3.19337 4.13154 2.9398 2.83841
threshold=0.06322451698867422 1533.9749811607956 1.4083333333333334 0.011458333333333301 2.0480549199084677 -49.592283221802852 1475.7219448525623 71.927712011486747 0.52354166666666679 4.0850000000000009 0.011079545454545451 0.31778851248445611 1540.961858423062 3.5243579438036936 0.10930934873949581 1502.8292927981331 1.0000000180025095e-35 -0.48041666666666655 0.10848043336135237 -0.12499999999999993 -0.040416666666666642 0.10760959470636891 0.73214285714285732 0.52058213929726749 1533.9807021925533 0.069435023138726806 2.3850000000000002 -0.23208333333333322 0.90277777777777779 0.092206477732793515 2.605624516636674 2.1547619047619051 -0.18166666666666662 1531.567084536465 1569.6847666107681 1535.842321147112 1.5250000000000001 0.10033557046979867 0.49211111111111117 0.77500000000000013 7.5750000000000011 0.88194444444444453 1.5000000000000002 -0.24624113475177309 2.7434025437780138 1.767857142857143 0.49950000000000006 2.9411713151518279 2.9050000000000007 1.8550000000000002 2.4027027027027033 1438.6946264626138 25.892414471675014 1480.8346754277411 1471.3976337786305 0.099054500044599064 0.45000000000000007 0.35000000000000003 0.098678490697270013 0.18416666666666651 1468.0606215257915 2.5000000000000004 0.45000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -1 -6 9 10 -3 -7 -8 -13 15 21 -17 -18 19 -19 30 22 23 31 -22 27 28 -26 -27 -28 -21 33 -33 34 39 37 -37 38 -36 41 59 43 -43 52 45 49 47 -46 -48 50 51 -45 61 -51 -53 -56 -49 58 -55 -41 -61 -2 -57
right_child=14 8 5 -5 7 11 12 -9 -10 -11 -12 13 -14 -15 -16 16 17 18 -20 20 24 -23 -24 -25 25 26 29 -29 -30 -31 -32 32 -34 -35 35 36 -38 -39 -40 40 -42 42 -44 44 46 -47 48 56 -50 53 -52 54 -54 57 55 62 -58 -59 -60 60 -62 -63 -64
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leaf_weight=6.4502863101661267 6.0356212714687008 5.0739186862483674 4.5879346306901452 8.2612832959275675 4.7708305157721025 7.5514636600855765 6.076333867851643 5.4086466236039996 5.845352145144715 5.7891884143464258 5.4468936268240213 5.2918688310310227 3.6369810616597533 6.663690647110343 2993.2248642919585 29.756641118787229 8.6551818221341801 26.195328034926206 4.8595557969529173 6.9780346720945072 20.533499344019219 19.749098912579939 51.364999669138342 7.0837025716900817 4.0780385397374657 4.9136292859911936 3.5915229225065586 13.541236018994821 7.5846005708444864 14.587469439720733 5.5744229946285486 3.9645267056766924 25.563407977344468 8.9238552169408631 6.2704169054049981 10.981033214600759 10.1975167079363 5.0607838772702953 4.4692785167135298 53.909512804122642 17.664712591795251 10.691264563705774 18.306703984737396 13.787111826939507 10.355200030608104 12.203877574997021 11.327387409051882 4.8994941741693747 10.773480244446544 8.2239471033681166 10.288034244673325 5.2010903565678772 9.2631477627437544 9.2196197737939638 4.8274551269132671 6.0493384550791225 5.0163749845232815 16.790316604776308 6.7061890275217584 7.5446418451610935 5.192498363321647 7.0342559367418289 9.0816491590812785
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internal_value=3.39184e-05 -0.0064611 -0.000111581 0.0108658 0.0012124 -0.0158769 -0.0143556 0.0259323 -0.0232838 -0.0148953 -0.00189192 -0.0245103 -0.0318288 -0.0128102 0.000180687 0.00247753 -0.00548921 -0.00147104 -0.00414586 -0.00632069 -0.000200017 0.00524646 0.0042092 0.00591002 -0.00526639 0.00162218 -0.0097914 0.0214946 0.0159406 -0.0274824 0.0275809 0.0066638 -0.00827584 0.00801575 0.00883512 0.0263933 0.0112082 0.046747 0.030084 0.0065195 -0.00147954 0.00995893 -0.00661143 0.0128348 0.0158715 0.0104896 0.0288754 0.0447043 0.014357 0.0143324 0.00492883 0.0132498 -0.00684787 0.0256411 -0.00035246 0.00913296 0.0206955 0.0330799 0.0168706 0.00467561 0.0271922 0.0103264 -0.00246555
internal_weight=3658.95 80.8547 58.6993 34.6044 26.3431 24.095 16.1636 10.1795 22.1554 16.31 10.5208 19.507 9.71331 11.9556 3578.1 584.871 150.849 121.093 112.437 107.578 81.3825 434.022 414.272 362.907 68.83 48.2965 30.6772 17.6193 12.4982 18.179 12.5525 355.824 29.5279 326.296 317.372 36.979 21.1785 15.8005 10.7397 280.393 84.3114 196.082 28.998 167.084 144.751 102.379 42.3719 20.2711 22.1009 90.1748 49.2347 38.9466 22.333 40.9401 25.1595 19.9584 9.91587 32.7161 15.9258 66.6467 12.7371 13.0699 15.131
internal_count=15849 417 277 162 123 115 78 45 140 111 56 97 48 54 15432 2590 627 510 477 459 339 1963 1881 1590 291 196 123 73 49 74 48 1565 169 1396 1331 174 107 67 47 1157 350 807 120 687 587 420 167 82 85 363 218 168 100 145 115 89 40 114 56 272 54 59 68
is_linear=0
shrinkage=0.05


Tree=255
num_leaves=64
num_cat=0
split_feature=65 27 65 53 16 27 44 56 22 4 55 45 10 71 9 1 27 26 56 8 9 66 38 6 4 27 65 5 70 71 0 50 31 66 10 39 9 9 31 11 4 29 4 40 29 35 70 4 44 4 27 21 66 31 69 6 5 65 8 5 5 9 65
split_gain=2.95064 1.49215 3.78162 2.83021 2.75633 2.62177 2.96897 3.08269 3.39688 3.71284 2.75984 3.46397 3.23878 4.77016 4.51309 4.14456 4.16025 4.40022 3.13686 5.30412 4.01989 5.0178 4.82436 4.07143 6.5034 3.04388 3.90632 3.70855 3.40263 3.27351 3.28149 4.34543 4.14668 4.48168 5.79542 5.15866 3.57049 3.64516 3.40591 3.25151 3.18173 3.13937 4.66014 4.16806 3.74363 4.18782 5.29115 4.90604 5.53481 4.98336 4.84193 4.17006 4.2542 3.48625 5.45142 3.63869 3.3357 3.27113 3.20869 3.14384 3.11618 3.69624 3.96537
threshold=-0.84307692307692295 0.50472222222222241 0.47565217391304343 2.5350000000000006 1.0000000180025095e-35 0.51105555555555571 7.0250000000000012 1.5750000000000004 0.61250000000000016 1579.1321349456739 1.425 1.0750000000000004 2.1222222222222227 0.33458333333333329 2.183333333333334 1704.3935490644774 0.53866071428571438 0.55527777777777787 1.6950000000000001 1.1833333333333336 0.96666666666666667 2.753378378378379 0.25210296209782784 1533.0744076119322 1521.142609191721 0.57472222222222225 -0.22217391304347822 1472.0262295241746 0.1145833333333333 -0.27666666666666662 1415.8509338427036 1.4150000000000003 0.18655367231638417 1.6794871794871797 1.8452380952380951 0.39263662584528564 0.79285714285714304 1.2583333333333335 0.22768252434999597 0.96666666666666667 1631.2941624281573 4.5857142857142863 1563.933801333065 1.7450000000000003 4.6125000000000007 3.2050000000000005 0.13749999999999998 1465.4116332492051 7.8550000000000013 1500.0037383068272 0.53436507936507949 0.38750000000000007 2.4788359788359791 0.13025804171085187 0.6100000000000001 1493.1961998759482 1496.8274963296722 -1.0000000180025095e-35 0.96666666666666667 1466.8935251927144 1497.3516035012485 1.5166666666666668 0.051050454921422607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 9 -3 11 -7 13 25 15 18 -17 -18 19 -14 -20 23 -23 24 -22 41 28 -28 -27 40 -31 32 33 36 35 60 -32 -38 -34 -39 -29 42 59 -43 -45 46 47 50 49 -49 -46 52 -48 -44 55 -55 57 -51 -50 -12 -35 62 -62
right_child=1 5 3 4 -6 10 -8 -9 -10 -11 12 -13 14 -15 -16 16 17 -19 20 -21 21 22 -24 -25 -26 26 27 29 -30 30 31 -33 38 34 -36 -37 37 39 -40 -41 -42 43 53 44 45 -47 51 48 58 56 -52 -53 -54 54 -56 -57 -58 -59 -60 -61 61 -63 -64
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leaf_weight=6.092507438035681 2209.1698608053848 43.12328910198994 15.927767852321269 5.7695420195814204 3.7413388355635107 718.1314493753016 61.243262955220416 24.355427188565955 8.4161543955560756 15.164998662890865 4.123434290289878 30.000404972350225 23.802142423810437 22.244490527082235 14.52210613992065 5.4630555361509314 24.249691129662097 11.522203082451595 25.663862043991685 24.65192288835533 16.181187901180238 6.2981197480112341 10.417604577029122 5.0454689750913522 16.534679099684581 19.571125024231154 5.6783708834554991 25.358886023983363 7.3886837626341721 10.836673354264347 8.6681493925862032 5.2655068496242157 11.45129409292713 7.768164381152018 7.7229956137016407 9.4440583926625532 9.1856595398858207 5.8182602673768988 7.4181026380974791 8.092386548407374 6.4929281214717767 15.421103925677015 28.412163528846577 17.463393586920574 9.6038998414296675 62.660642734030262 10.821312960702931 7.2073629081714889 11.929794893600045 5.8244128380902112 14.312541837105526 5.412343982839956 11.307121101766823 5.4088613837957373 12.304727654438464 31.557556944899261 15.594330658437682 7.967451083473863 22.666139334207401 223.94487173645757 11.197242798516532 6.7269572804216287 9.208994822110979
leaf_count=227 8278 162 186 32 21 2673 236 101 31 54 18 112 87 94 81 27 151 48 99 110 57 26 39 21 74 94 30 105 31 45 33 35 48 26 26 47 37 23 32 31 22 84 114 68 35 275 40 26 45 20 48 20 38 19 51 128 56 29 80 856 43 24 40
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internal_weight=4054.97 4048.88 2234.61 25.4386 9.51088 1814.27 152.303 91.0599 66.7044 58.2883 1661.97 748.132 913.834 729.482 184.352 169.83 41.2349 35.7719 128.595 48.4541 80.1409 54.4771 16.7157 37.7613 32.7159 707.238 183.294 156.335 26.9598 150.656 118.804 107.968 102.702 83.8329 52.0684 44.3454 31.7645 23.0963 18.8694 13.9106 31.8518 523.943 305.752 218.192 202.771 185.307 122.647 95.1059 71.1895 36.5936 23.9164 27.5408 22.1284 77.6833 49.2711 36.9664 29.3862 13.7919 34.5959 228.068 34.9014 27.1332 20.4062
internal_count=15849 15622 8517 239 53 7105 584 348 247 216 6521 2785 3736 2916 820 739 226 199 513 197 316 217 65 152 131 2822 772 647 125 617 490 445 410 330 206 180 124 91 80 54 127 2050 1186 864 780 712 437 339 256 131 83 98 78 312 198 147 105 49 125 874 133 107 83
is_linear=0
shrinkage=0.05


Tree=256
num_leaves=64
num_cat=0
split_feature=73 73 73 73 73 73 21 6 69 23 23 74 71 52 71 0 59 60 55 18 51 28 66 27 15 41 20 27 42 3 59 30 5 9 30 8 27 11 70 27 27 71 26 7 0 41 5 26 29 18 7 40 12 12 41 4 4 3 54 7 44 0 51
split_gain=13.3844 11.2067 2.46256 25.3095 1.85165 9.73959 1.49747 2.09904 2.71483 1.88459 2.8215 1.88885 2.46201 2.25081 2.48245 2.64711 2.45186 3.01738 2.15946 2.69422 2.12107 1.97389 2.71305 1.83118 2.87855 2.08574 1.93714 1.79843 1.74798 1.56337 1.50102 2.29652 1.46274 2.5349 2.76129 2.52979 3.65739 2.46376 2.44825 1.96796 2.26853 2.55048 2.17346 2.5252 2.13412 2.52973 2.60414 2.85128 2.68927 4.5953 3.13712 2.50942 2.47277 2.41622 5.28706 4.36145 3.52734 3.41619 3.40061 3.53861 2.94752 2.70142 9.37377
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 0.58571428571428574 1488.5830718326517 0.63000000000000012 4.6333333333333337 3.7750000000000004 1.5000000000000002 -0.58833333333333326 3.2450000000000006 -0.18458333333333327 1431.1499583324987 2.7822673972755543 0.080634195075344611 1.5950000000000004 1.5000000000000002 1.1650000000000003 5.3875000000000011 2.9868421052631584 0.49950000000000006 0.70833333333333337 1.9150000000000003 1.0000000180025095e-35 0.55292857142857155 2.5250000000000004 1463.255688561951 2.7822673972755543 0.16525332375134746 1546.0473982788512 1.1833333333333336 0.21778185883104437 2.6214285714285719 0.52763888888888899 1.4555555555555557 0.42458333333333337 0.36050000000000004 0.39133928571428572 -0.32041666666666663 0.53211111111111131 13.65923770057441 1647.1964768778728 2.6750000000000003 1521.1734443597625 0.57211111111111124 3.9500000000000006 1.5000000000000002 25.627986051473616 2.1350000000000002 0.36666666666666675 0.55000000000000016 2.0350000000000006 1382.9258157629224 1631.2941624281573 1452.7732286898211 1.1650000000000003 -0.68202682303603968 7.2550000000000008 1584.1571719893275 1.1050000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 32 -4 -5 -6 9 -8 30 10 11 18 -13 14 16 29 17 20 19 -7 -14 23 -23 24 -17 26 -25 -12 -27 -16 -9 -32 38 34 35 36 37 -34 39 -2 41 -41 43 -43 45 46 53 48 49 -48 52 -49 -50 61 55 -55 57 -57 59 -59 -60 -42 -63
right_child=2 -3 3 4 5 6 7 8 -10 -11 27 12 13 -15 15 21 -18 -19 -20 -21 -22 22 -24 25 -26 28 -28 -29 -30 -31 31 -33 33 -35 -36 -37 -38 -39 -40 40 44 42 -44 -45 -46 -47 47 51 50 -51 -52 -53 -54 54 -56 56 -58 58 60 -61 -62 62 -64
leaf_value=0.033469798507702132 -0.016356996585179126 -0.033722544127663193 -0.033737449706140621 0.001762500680035022 -0.033785355816566255 -0.025546169725749926 -0.032434274406533556 -0.013785954640920263 -0.039953351732571946 -0.023922837987925074 0.04025398814893149 0.036810700615093707 0.040522164125231915 -0.024042455938666572 -0.036465193393684141 -0.0031023765233532826 -0.02909402655483713 -0.024925489656550778 0.040169996749418235 0.025631127463935189 -0.0083778294327122565 -0.025196618069068047 0.020497547377009456 -0.001565715984032494 0.03865734362037291 0.010630306047352836 0.038848623431756144 0.0035111101669631295 -0.031698696734232625 0.004232856672116583 -0.010781709668666642 0.037143573121118482 -0.032753861888117936 0.031311477771264508 0.033084324465541659 -0.03047055820136825 0.026668549763425788 0.0098431449044421148 -0.028413994022813638 -0.014110326634325154 0.0027305929136080538 0.025027405536385428 0.04383612486732319 -0.011430554838916569 -0.0066150468434111528 0.03221174918311958 0.031773228699613278 -0.026374620197339084 -0.0036342281876261665 -0.015168279275000857 0.041176648400237353 0.013590660886979475 0.025297385195489838 -0.041501018461047319 -0.030356069308235867 -0.013144002361327534 -0.031372679417614339 0.016549255673501208 0.042726250160375179 -0.012702811147670558 0.0095854227486390081 -0.042676681599312649 0.0076191313975215169
leaf_weight=7.1571697792969635 14.8924693018198 46.670107382698916 57.159524443442933 706.95401075296104 23.69600882474333 4.6077512744814175 7.7032616781070855 5.5306326858699384 3.752143138088285 6.4752566581591955 8.1073277741670591 4.1129830330610266 5.144663539715113 10.976475532166658 5.4623169507831317 5.9073242936283377 12.41805059276521 6.6496025323867789 6.2584477299824348 5.8199305795133114 3.8976092003285885 8.1563277244567853 5.3985680676996699 5.8039236681070197 13.690077379345892 4.5455753654241544 6.0618525967001915 5.6521192248910657 5.262600839138031 4.1543147433549166 4.1050594858825189 6.3916848725639284 7.0424476563930565 11.149972960352896 6.7647027447819701 6.2937363982200614 10.886072292923926 6.5532764717936516 6.7831201851367942 6.3888711780309668 845.972112827003 13.925285339355474 7.5567397624254218 7.2079931646585456 74.816611006855965 6.9365733638405791 7.9584249109029779 8.8526372164487821 12.957213401794435 15.116667553782463 14.476704269647596 7.0603735297918311 17.175124675035477 6.2646965384483329 18.039898429065943 21.545920386910439 7.5253510102629653 18.990181162953377 11.40213328227401 22.692876674234867 16.300807043910027 14.499537140130995 25.654868740588427
leaf_count=1176 45 2829 3408 2389 1320 27 74 28 25 47 35 16 23 84 33 36 81 33 24 23 23 48 29 32 56 19 27 27 33 16 28 39 26 36 22 23 33 21 21 19 2441 41 24 21 231 28 24 29 37 45 42 20 48 18 60 61 23 54 33 66 48 45 76
internal_value=-0.000149936 -0.0247883 0.000442246 -0.00147215 0.000570916 -0.00373269 0.000406487 -0.0102921 -0.00166866 0.00244038 0.00367662 0.00129897 -0.00112748 -0.00263468 -9.578e-05 0.00531248 -0.0124944 0.000642039 0.016952 0.00301706 0.0194442 0.00955658 -0.0069978 0.0149936 0.0260695 0.00497882 0.0190807 0.0251607 -0.0120814 -0.0188839 0.00729411 0.018401 0.00187818 0.010378 0.00416048 -0.00219721 0.00507125 -0.0122217 0.00154199 0.00170797 0.00193043 0.0144597 0.0208219 0.0125926 0.00155613 0.00211219 0.00192108 0.0104015 0.014879 0.00102149 0.0220471 -0.0086426 0.0128565 0.00121838 -0.00535566 -0.00104898 0.00152493 0.00424747 0.00964792 0.000623995 0.0232257 0.00212913 -0.0105424
internal_weight=2293.37 53.8273 2239.54 959.855 902.696 195.742 172.046 27.4828 19.7795 144.563 138.088 124.328 107.642 103.529 92.5528 64.4429 28.1099 15.6919 16.6861 10.4277 9.04227 54.8262 13.5549 41.2714 19.5974 21.674 11.8658 13.7594 9.80818 9.61663 16.0274 10.4967 1279.68 48.6902 37.5402 30.7755 24.4818 13.5957 1230.99 1224.21 1209.32 35.0789 28.69 21.1333 1174.24 1099.42 1092.49 83.5971 67.6841 23.0751 44.609 15.913 30.1323 1008.89 122.762 104.722 98.4573 90.9319 69.386 41.6831 27.7029 886.127 40.1544
internal_count=15849 4005 11844 8083 4675 2286 966 194 120 772 725 663 589 573 489 329 160 79 74 50 46 280 77 203 92 111 59 62 52 49 95 67 3761 161 125 103 80 47 3600 3579 3534 105 86 62 3429 3198 3170 245 196 69 127 49 85 2925 363 303 285 262 201 120 81 2562 121
is_linear=0
shrinkage=0.05


Tree=257
num_leaves=64
num_cat=0
split_feature=44 22 10 34 29 66 47 65 53 4 34 52 34 41 3 70 44 18 53 72 8 47 26 31 47 27 31 36 69 72 59 39 35 52 52 40 71 54 5 66 51 1 8 20 29 29 27 60 70 73 8 72 9 66 4 20 27 7 53 26 71 48 28
split_gain=1.37005 1.8863 2.6948 1.4384 2.91811 2.97078 3.73118 4.83761 4.95619 2.44228 2.31842 3.1119 2.6552 1.65528 5.22421 3.99462 3.82931 3.5868 3.55208 3.37772 3.40519 3.3366 3.02178 2.9359 3.97402 2.83859 6.45556 4.64031 2.76638 3.21242 2.53434 2.31116 4.22514 4.84597 3.76391 3.13598 2.9649 2.36205 2.17504 2.12994 1.98369 1.95667 1.9081 1.90745 2.55666 2.80027 1.90401 1.88825 1.83425 1.81806 3.17966 3.71681 4.52342 3.48158 3.32332 3.79783 2.98594 4.49518 3.52069 3.59336 2.87736 2.86249 2.74833
threshold=12.125000000000002 0.33166666666666672 1.7238095238095241 6.205000000000001 8.0500000000000025 2.7759856630824378 1.2350000000000001 1.0000000180025095e-35 1.905 1675.5081560395495 5.7950000000000008 2.8850000000000002 5.6250000000000009 2.2950000000000004 1682.8792304714605 0.30875000000000002 11.775000000000002 3.5000000000000004 1.8650000000000004 -0.48666666666666658 2.2761904761904765 1.2450000000000003 0.51612500000000006 0.20060975609756099 1.1950000000000001 0.45816666666666667 0.25463121783876502 6.0250000000000012 0.25000000000000006 -0.41999999999999987 2.8186716689095852 0.56214627045025001 3.4750000000000005 2.7250000000000005 2.5750000000000006 4.785000000000001 0.0062499999999999509 1.3750000000000002 1486.4863237619591 2.237903225806452 1.2550000000000001 1871.7490571067162 1.591666666666667 1.0000000180025095e-35 4.2928571428571436 4.4722222222222232 0.61612500000000014 0.054411350449050759 -0.044999999999999943 5.5000000000000009 1.2071428571428573 -0.43958333333333327 0.79285714285714304 2.7161172161172167 1506.2671368696119 1.5000000000000002 0.49950000000000006 -11.561466264794033 2.0950000000000002 0.47683333333333339 -0.33499999999999991 2.4450000000000007 5.3166666666666673
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 10 5 6 -5 8 -8 -10 12 -12 13 31 16 17 18 21 19 -15 22 -16 23 24 -21 26 27 -20 39 -30 -31 41 40 34 -34 36 -35 -38 -37 47 -33 49 -40 -27 -45 -46 -22 -24 -23 61 51 -51 -53 60 -55 -56 58 -58 -52 -60 -54 -1 -59
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 11 -13 -14 14 15 -17 -18 -19 25 20 46 48 28 -25 -26 43 -28 -29 29 30 -32 32 33 35 -36 38 37 -39 42 -41 -42 -43 -44 44 45 -47 -48 -49 -50 50 56 52 53 54 55 -57 57 62 59 -61 -62 -63 -64
leaf_value=0.00030601290865724958 -0.041549803736092697 0.014581465454713633 -0.0019977415772670414 0.040066993586312882 -0.028752911860490334 0.028932796875699902 -0.044274979974281425 -0.044769441386161166 0.029814104272047698 -0.011853852132547367 -0.045723566428738094 0.00056136507488705855 0.037481199058189911 -0.032951529384205036 -0.013856060749439831 0.070767940068089882 0.040065011612794146 -0.030297644269157837 0.025580000338616623 0.017269843524919712 -0.022149284796545366 0.021538501239042579 0.044538557286613337 0.031206526016070199 -0.042863835119057843 -0.041277143227621479 0.089096290559113459 -0.035936013491980917 0.069891327510460427 0.025728440079329392 -0.024071191976788701 0.047203842575974153 0.00091093639666205845 -0.021360136752501719 -0.050858021524527355 0.0022784408626962843 -0.009026276036685035 0.032008678387368573 0.045400754568345685 0.058891160104210985 0.010952942068519206 -0.022274598996155266 0.0088134851413855346 -0.039054401473872236 0.032335068743996769 -0.016240992496755622 0.026417644654872258 -0.0032619283008125757 0.071782964640783015 -0.022575602505334687 -0.036408708856301264 -0.020987711432039199 0.0022248589085990802 -0.022561667109853238 -0.009562732953393405 0.046680966080760944 -0.027112266059372066 0.013119874539302693 0.018085806829070791 -0.025409581147191641 0.036602840426309645 0.029781848126464672 -0.01472031952382466
leaf_weight=3134.8093702953774 7.9516277988441351 5.0547315846197298 9.3945675748400372 5.6348772558849296 4.8694721313659093 16.75910086533986 3.9217356776353034 5.8827301892451933 12.383669513277711 4.9113933935295782 6.4853079617023459 8.2526183105073851 4.7355188638903192 7.7106647696346036 3.821702691260727 3.1936757992953053 3.9617350548505774 4.1657128096558145 5.1188324037939292 4.4346102578565461 15.781397542450579 4.1145390653982759 3.9063512855209428 3.6864156140945843 7.2217495017684996 11.81459038867615 1.8325413279235352 7.6424971430096775 1.5828130878508044 3.9794129708316195 7.1362316757440567 9.0422304766252619 7.651997921522705 11.140477738808842 6.4881180205848068 8.3824550504796225 6.4917256494518352 7.6270881863310933 11.061363957589494 5.7340336227789512 6.4769420551601788 9.7899254639632982 5.2571806311607352 10.815849810838698 3.3648841716349152 25.080704317195341 2.3139224899932733 4.3854024293832481 3.2521844450384378 11.952802188694475 19.747456975281239 11.0869779959321 8.8536285981535894 9.6804022900760192 6.4090573554858548 5.6450603455305099 15.022561050951479 29.460892834234983 8.442798141390087 10.851881541311739 19.475048147141937 8.2583726420998556 12.680153559893368
leaf_count=12962 57 29 41 34 21 106 16 26 55 21 22 34 20 60 44 23 20 46 25 31 178 25 22 22 53 120 10 115 8 36 73 33 30 39 25 34 23 31 42 44 26 33 18 125 21 143 15 43 15 47 114 49 34 39 24 19 52 115 33 61 70 30 67
internal_value=3.09451e-05 -0.0122964 -0.0201287 0.000106983 0.00817903 0.0118126 0.00304757 -0.00464998 0.00647385 0.0179814 -1.56849e-05 -0.019806 6.6185e-05 1.63852e-05 -0.00501898 0.0198901 -0.00837893 0.00930742 -0.00981609 -0.00179496 0.0021982 0.0240533 0.00999992 -0.00768613 -0.0199862 -0.0181063 0.00134108 -0.0112607 0.0201537 0.00324696 -0.00624287 0.000247376 0.00866582 0.00299842 -0.022843 0.0103122 -0.00207548 0.0131411 0.0229799 0.0354606 0.0320745 4.56182e-05 0.0336138 -0.023663 -0.0183625 -0.0104948 -0.0159388 0.0192575 0.0437199 0.000111587 -0.0049355 0.00292506 0.00790959 0.0143092 -0.000744311 0.0167767 -0.0109084 -0.00362868 -0.0215671 -0.00637725 0.0258586 0.00038346 0.00474282
internal_weight=3654.08 22.4009 17.3462 3631.67 54.363 49.4935 32.7344 27.0995 21.2168 17.2951 3577.31 14.7379 3562.57 3557.84 156.052 18.5478 137.505 15.3541 133.543 67.873 60.1623 11.1884 42.067 15.3428 11.6564 65.6699 14.5939 12.7613 26.7242 12.6985 11.1156 3401.79 79.6196 64.1004 14.1401 49.9603 25.2593 14.1188 24.701 14.0258 15.5192 3322.17 16.3185 51.076 39.2614 28.4456 18.0953 8.29175 7.36672 3312.38 169.309 73.103 61.1502 50.0632 21.7345 12.0541 96.2057 57.1636 39.0421 19.2947 28.3287 3143.07 42.141
internal_count=15849 127 98 15722 279 258 152 118 92 76 15443 56 15387 15367 1317 153 1164 130 1144 585 525 84 332 106 84 559 150 140 226 117 109 14050 301 242 55 187 93 54 94 109 59 13749 60 409 289 164 193 65 40 13716 724 282 235 186 82 43 442 234 208 94 104 12992 182
is_linear=0
shrinkage=0.05


Tree=258
num_leaves=64
num_cat=0
split_feature=65 30 11 44 26 8 54 29 42 10 42 73 26 31 3 70 31 1 30 7 5 5 47 72 27 66 7 9 36 42 66 30 26 74 2 72 42 71 28 71 70 42 26 7 23 70 47 31 60 6 30 72 30 23 54 44 26 66 54 3 2 1 9
split_gain=2.83646 1.45424 6.07398 2.87362 1.91277 1.6264 3.69024 6.04982 2.84204 3.12212 2.52666 3.27238 1.96998 2.71387 1.78313 1.72095 4.43618 4.08179 3.68296 3.56543 3.01137 3.40631 2.84753 2.80976 5.54961 2.67321 2.6592 2.25836 4.02876 2.20858 2.0413 1.94046 1.87223 4.80096 4.61943 4.57091 7.5364 3.64804 3.16034 3.02179 4.85964 5.26097 4.5695 5.29133 4.24168 4.46487 4.20169 4.18109 3.84593 3.69874 3.68876 3.6852 4.16469 5.95695 5.88521 4.17246 3.98796 3.52789 3.79271 4.86391 4.29067 3.80749 3.74861
threshold=-0.84307692307692295 0.038711288711288656 1.7928571428571431 4.7250000000000005 0.48816666666666669 0.25833333333333336 1.2750000000000001 5.2678571428571432 3.5150000000000001 0.93095238095238109 2.6050000000000004 1.5000000000000002 0.44950000000000007 0.14239631336405525 1439.2419530684606 -0.62583333333333324 0.21118935837245698 1491.3424518341378 0.074696610405914313 21.956524808281078 1487.4353253124916 1478.4005711424345 1.4950000000000003 -0.81583333333333319 0.50211111111111129 2.7119815668202771 -19.649471956708563 3.1380952380952385 1.6850000000000003 12.250000000000002 2.6814634146341469 0.13929238431209792 0.46816666666666668 3.5000000000000004 71.927712011486747 0.24666666666666667 2.4850000000000008 -0.080416666666666636 6.7071428571428582 -0.061249999999999943 0.11166666666666666 3.8050000000000002 0.44050000000000006 10.79514210848413 1.4500000000000002 0.14041666666666669 2.4450000000000007 0.09466571834992886 0.054411350449050759 1464.3698733553454 0.13423734983618493 -0.054583333333333296 0.15961916681566243 2.3095238095238098 1.175 7.9250000000000007 0.42950000000000005 2.691391941391942 1.3550000000000002 1529.3414242787119 -231.19227590763782 1720.9581650501545 0.7238095238095239
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 10 -10 11 -3 -13 -14 -8 16 17 19 -19 20 21 -7 -20 24 -17 -24 -26 29 -29 32 -22 -30 38 37 35 36 -35 -34 39 46 57 42 -42 44 -44 -46 49 -48 -47 -25 -43 52 53 -51 -55 -56 -57 58 61 60 -60 -41 -59
right_child=1 5 -4 4 -6 15 14 -9 9 -11 -12 12 13 -15 -16 23 -18 18 22 -21 30 -23 25 27 26 -27 -28 28 31 -31 -32 -33 33 34 -36 -37 -38 -39 -40 40 41 50 43 -45 45 48 47 -49 -50 51 -52 -53 -54 54 55 56 -58 62 59 -61 -62 -63 -64
leaf_value=-0.034649873584677693 -0.040023322506130443 0.042082733489346567 0.033319456498797258 -0.026923507583182956 0.0087160950857327387 0.023529181381214584 -0.033280866794613562 0.054220189263752064 0.00092892258557054929 0.047453854018518343 -0.022887477864552863 0.025066121185502784 0.011660689163725748 -0.032295756533766949 0.0055953442141311576 0.043978817517315062 -0.026597265049287378 0.056833943492779218 -0.023270046778516261 -0.021348880882092802 0.038953263075992603 -0.019995162739522728 -0.012570858217814639 0.014957025733194063 0.018825312299647554 0.023211933370393303 -0.02758064067899553 -0.0066424771981286523 0.0129362856794972 0.029675327455079566 0.0047764458414092216 0.055543630684467063 0.0024824970194859499 -0.02452430558259296 0.028152131186875425 0.031543466596421377 0.017508151769853712 -0.0013122353881119724 0.034843874591691019 0.0056579875580543074 -0.012114374485995068 -0.051849197166563971 0.040142818500382184 0.043578232995770849 0.031631679292336387 0.019711702207803477 -0.016505934186657061 0.030097585611899787 -0.026318658783750101 -0.033338548515514321 -0.013133256454503101 -0.0044050575547958217 -0.029561669101890453 0.024635236852557973 -0.040624908922411912 0.039896914910964219 -0.020113326431377226 -0.033823649573844275 -0.0046278552559763713 -0.017219818804671754 0.055367160412493871 -0.035664981116697608 -0.0011313069518520493
leaf_weight=5.8796270573511711 11.284986110404136 5.3039769262541112 6.4166029244661322 6.6589802205562583 8.6618717848323268 8.5748697663657385 7.1069142334163171 7.7630502923857412 6.9009678901638818 7.5521066128276289 9.6451073901262117 4.8737414786592153 6.5774852335453016 7.5329328030347824 5.0421657175756991 10.713276396505536 21.162750735180452 1.9480944722890843 30.070631826296449 7.8193361326120785 14.492887139320375 9.4487368057016266 14.658269769744949 21.17805145890452 5.9661271201912314 8.1057032563257945 6.3971182233653945 9.8349883691407758 4.6431066768709552 6.279824072495102 6.2544765556231132 6.2954765248578042 1117.7994879109319 21.664198843762279 30.124676535837352 11.616486337035893 21.003422482870519 1461.3169848092366 5.8744883835315695 263.44489320623688 57.995496901683509 9.9249954998958874 5.7704766555689266 8.9071330116130394 6.192615783307704 5.9003119170665768 6.8386211937759098 16.246026790002361 19.652272673789412 15.344053320121018 16.185443427413702 411.81312787043862 33.484427246265113 17.699211617466062 8.8370235394686478 4.7872119918465597 6.565112067386508 9.4230198408476991 3.9765426493249842 4.7756068620365104 11.893262112746015 5.6948648435063651 126.20759992487729
leaf_count=227 51 20 20 23 30 35 33 30 27 28 36 20 22 26 21 38 83 6 124 32 45 33 54 79 25 29 25 45 17 61 24 24 4296 82 155 46 77 5631 22 975 233 34 23 30 24 22 28 60 73 64 62 1548 136 60 39 16 26 38 28 23 54 40 511
internal_value=5.31861e-05 0.000103665 -0.010346 -0.0208769 -0.00677413 0.000189737 0.00783949 0.0132457 0.00667178 0.0252394 -0.00123667 0.00736112 -0.00233974 -0.0118057 -0.0171463 5.71587e-05 -0.00577546 -0.00142868 -0.0106812 0.00945081 0.0156625 0.000711879 -0.0131706 0.000244339 0.0176385 0.000170533 -0.00518654 0.000138575 0.0165792 4.80888e-05 0.0286504 0.0374581 -1.28672e-06 0.000716446 0.0124505 0.00373693 -0.00383355 0.000332417 -0.00173194 -0.00192749 0.000663439 -0.00777593 -0.00275634 0.00893455 0.000709297 -0.00645872 -0.00458121 0.0162917 -0.0156899 -0.00550835 -0.0278498 -0.00637774 -0.0157459 -0.00705543 0.00358868 -0.014862 0.00519266 0.00325286 0.00636789 0.0270209 0.040334 0.00478361 -0.00340263
internal_weight=4048 4042.12 33.0224 26.6058 15.3209 4009.1 68.2984 56.1494 48.3863 14.4531 33.9332 24.2881 18.9842 14.1104 12.1491 3940.8 122.536 101.373 54.7827 46.5903 38.771 18.0236 52.8346 3818.27 23.0765 22.764 12.3632 3795.19 20.7736 3774.42 20.7474 10.9386 3768.14 2663.53 84.4088 54.2841 42.6676 2579.12 1104.61 1098.74 555.945 130.529 104.418 46.4228 37.5157 31.7452 542.793 23.0846 25.5526 519.708 26.1104 498.53 86.717 53.2326 37.8886 20.1893 11.3523 425.416 289.785 20.6454 15.8698 269.14 135.631
internal_count=15849 15622 124 104 53 15498 263 209 179 55 124 88 68 48 54 15235 465 382 213 169 137 68 207 14770 88 83 50 14682 86 14596 69 41 14535 10287 360 205 159 9927 4248 4226 2170 501 405 172 142 119 2056 88 95 1968 96 1889 341 205 141 81 42 1669 1120 105 82 1015 549
is_linear=0
shrinkage=0.05


Tree=259
num_leaves=64
num_cat=0
split_feature=73 73 52 73 73 54 54 73 73 5 39 26 28 10 54 24 20 48 29 56 23 23 2 65 24 65 11 10 10 8 44 15 72 31 69 8 42 4 70 21 53 70 11 41 31 1 5 6 23 5 31 11 23 19 10 17 30 29 65 60 56 65 71
split_gain=12.9271 10.8293 2.37655 2.22535 24.5305 2.4291 2.26761 1.83931 9.07369 2.08452 1.92188 1.81221 4.61199 1.79933 1.59129 3.02022 2.88191 2.70762 2.25212 1.84704 3.56476 1.97085 4.19948 4.15684 3.541 3.86242 4.06505 3.03154 3.10655 3.71117 3.54837 4.79657 4.62778 3.18299 3.99133 4.45429 3.09313 5.30478 4.48316 5.19769 4.15509 3.12675 2.96334 4.12801 3.48124 2.8963 3.75627 2.87197 3.52873 3.20466 2.78423 4.05038 3.99477 5.15766 4.08578 3.36249 3.51322 3.59057 3.096 3.25579 4.13383 3.8076 4.21682
threshold=1.5000000000000002 1.0000000180025095e-35 4.5650000000000004 2.5000000000000004 3.5000000000000004 1.675 1.5950000000000004 4.5000000000000009 5.5000000000000009 1569.3252730481834 0.11105947461281181 0.59950000000000003 6.0500000000000007 1.2583333333333335 1.4750000000000003 0.73214285714285732 1.5000000000000002 2.2150000000000003 4.7071428571428582 2.1850000000000005 2.7321428571428577 2.5857142857142867 -369.63199859079879 0.19437908496732029 0.30952380952380959 0.16831168831168822 1.3785714285714288 0.93095238095238109 0.40833333333333338 0.42261904761904762 6.4250000000000007 0.55000000000000016 0.24666666666666667 0.09466571834992886 0.33000000000000007 1.1833333333333336 3.0250000000000004 1482.2869567144701 0.18541666666666667 0.4642857142857143 3.1850000000000005 -0.26124999999999993 1.1833333333333336 1.7950000000000002 0.16525332375134746 1424.4522589848584 1493.7369789755037 1486.8855006305341 1.8660714285714286 1499.7192595450904 0.19456735496558503 1.4555555555555557 1.8660714285714286 3.5000000000000004 2.5694444444444451 1.0000000180025095e-35 0.11639196206818692 4.7888888888888896 -0.46248366013071895 0.078096924372835913 1.5250000000000001 -0.26166666666666666 0.0029166666666666004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 -5 6 7 9 -9 -6 -10 12 -7 -8 17 -16 -17 19 -19 21 -21 22 -2 24 42 26 45 28 33 -30 36 32 -32 -24 -35 -36 38 40 39 41 -38 -31 43 -23 -44 46 -26 -33 -49 -50 58 52 53 -52 -54 56 -53 -58 -29 61 -61 -60 -63
right_child=2 -3 -4 4 5 11 13 8 10 -11 -12 -13 -14 -15 15 16 -18 18 -20 20 -22 23 27 -25 25 -27 -28 50 29 30 31 47 -34 34 35 -37 37 -39 -40 -41 -42 -43 44 -45 -46 -47 -48 48 49 -51 51 55 54 -55 -56 -57 57 -59 59 60 -62 62 -64
leaf_value=0.033465256468745638 0.069223747026734547 -0.033709539176518553 -0.037085308969447832 -0.033721791767054726 0.0016473072750026177 0.0022386243330619424 0.012583831959677758 -0.033774281749482347 -0.037034322232618141 0.03097050095142926 0.0011694307022655196 -0.0071742578492479687 0.090829913931426601 -0.029647574671457386 0.016729670662158292 0.010574657030946994 -0.032229457510181567 -0.037871877111165742 -0.003063004326880617 0.034142268604215292 -0.0058080084756515155 0.0053966419487059521 -0.020608035389620621 0.02621114724065067 0.051369716686477412 -0.031066663633105264 -0.00052130316335682414 0.023801709551215491 0.037447329347470436 -0.00865741647094595 -0.017296130479907228 0.040272456216595476 0.031639314794140165 0.028121680466689909 0.017585930160468274 -0.035263065688698296 -0.02148293348045336 -0.033434130487806468 -0.026016842332431196 -0.02056331372472953 0.029490196447230062 0.029534446988721381 -0.012356678377583604 -0.039983088547093891 0.030870008087672623 0.0088583793735382329 0.0050758328821093254 0.044614405272899178 0.023036419686864065 -0.014662114371591969 -0.023832502063672906 0.025681941170878044 -0.025742086302925071 0.030338849044648716 0.001651594422811354 0.024019014457194302 -0.029015742042341169 0.011214999054468627 -0.021775802350533592 0.00063164349560972252 -0.01398643185750202 -0.0019040451172618899 0.011918207632212923
leaf_weight=6.9197626430541268 2.1916733980178824 45.12244308879599 4.2134266435168675 55.060946526471525 684.80545895826072 3.2309924364089948 3.3081281683407715 22.095405820058659 3.361573106609284 6.1148207709193221 158.96124512027018 2.657443230971694 2.6940091950818896 10.616435370524412 43.219364639371634 8.7004559710621816 7.1753346621990195 7.7852630615234402 11.526664093136786 12.270010292530062 10.246991366147993 7.9153918921947506 21.27122089266777 20.822524420917034 9.6084349751472491 7.2293033599853507 135.90327079594135 13.229092538356779 10.22770483791828 6.6283730864524761 17.268464580178264 17.031198903918266 6.7080852687358847 11.191217511892321 7.42634388804436 8.6088164001703245 7.0934047400951412 15.806360177695749 8.6215733885765058 8.9301598221063596 9.1615436077117902 27.985878184437759 12.83205930888653 13.659384399652479 7.3115926980972281 150.76893974840641 8.0552364289760572 7.3613697439432171 11.620882987976076 10.948459699749945 7.702987655997279 7.1069331169128445 57.039251463487744 10.228403121232985 17.878162484616041 14.435411032289265 15.215540260076525 8.7271731793880445 14.296509236097334 116.06652019917965 82.910136267542839 112.92287133447826 107.90370625257492
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internal_value=-0.000143247 -0.0247777 0.000430652 0.000501546 -0.00132689 0.000659746 0.000404251 0.000722701 -0.0037136 0.00190683 0.000378262 0.0271326 0.0425198 -0.0196144 0.00186618 0.00987886 -0.00877139 0.00147732 -0.0170956 0.00177662 0.0159618 0.00150498 0.000106684 0.00450167 0.00322211 0.00505384 0.00591186 -8.2774e-05 0.00501177 0.00827475 0.00635184 0.0145908 -0.00360512 -0.0061161 0.00520605 -0.0107872 -0.000587224 -0.0128093 0.00692449 0.0134467 0.00724632 0.022221 -0.0104577 -0.0233341 0.00333342 0.0111026 0.0302581 0.0238808 0.0145536 0.00474874 -0.00194336 -0.00814274 -0.014131 0.00706786 -0.0192049 0.0040811 -0.00518831 -0.0143515 -2.62418e-05 -0.000752393 -0.00545946 0.00323103 0.00485
internal_weight=2285.94 52.0422 2233.9 2229.68 952.906 897.846 889.263 875.339 184.418 690.92 162.323 8.58244 5.925 13.9246 1276.78 59.0952 15.8758 1217.68 19.3119 1198.37 22.517 1175.85 801.745 374.106 353.284 311.565 304.336 799.554 213.891 165.393 155.166 70.9385 23.9765 48.4976 27.2264 16.0352 84.2273 32.0613 52.166 43.5444 16.2549 34.6143 41.7184 21.5748 20.1437 168.433 17.6637 46.9619 29.9307 22.5693 585.663 138.334 92.8488 17.9314 74.9174 45.4851 31.0496 23.9427 447.329 434.1 198.977 235.123 220.827
internal_count=15849 4005 11844 11782 8028 4634 4565 4444 2150 2294 894 69 44 121 3754 204 54 3550 62 3488 66 3422 2333 1089 1022 899 878 2327 625 483 453 210 70 142 79 47 243 93 150 125 48 99 123 64 59 487 53 140 89 66 1702 410 278 51 227 132 89 69 1292 1247 568 679 638
is_linear=0
shrinkage=0.05


Tree=260
num_leaves=64
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split_feature=45 66 53 66 30 5 22 71 9 27 15 12 9 44 70 71 55 13 71 10 2 0 10 13 36 59 6 60 30 14 59 53 6 22 38 47 65 69 21 8 71 8 72 30 26 72 4 74 72 72 8 27 42 10 8 30 30 70 6 49 46 7 9
split_gain=1.34225 2.75975 2.36987 2.11 1.93853 1.40957 3.00825 3.37808 1.79075 4.02215 3.29582 3.60311 4.72958 4.83132 3.54179 3.30864 2.85835 2.65499 2.35179 2.2671 2.17619 2.10223 2.76252 1.7766 2.79441 1.62199 3.77084 5.19898 3.65149 4.55621 5.25656 3.62948 3.54969 3.68167 3.52494 3.47799 3.4496 3.33074 3.94285 2.92879 2.87683 3.68031 3.53319 2.76015 2.88214 2.71106 5.24851 3.80174 3.10672 3.80799 2.90575 5.03955 4.15015 4.1562 3.70294 4.21197 4.0139 3.31024 3.25607 3.73889 3.44475 3.74492 3.43732
threshold=1.5250000000000001 1.8856209150326799 3.9050000000000007 1.0909090909090913 0.13004065040650406 1456.79471105365 0.15476190476190474 -0.20791666666666661 2.7416666666666671 0.6041428571428572 0.77500000000000013 1.0000000180025095e-35 2.9666666666666672 7.8850000000000007 -0.60958333333333325 -0.25041666666666657 1.385 1.0000000180025095e-35 -0.19999999999999993 1.7928571428571431 -69.226288408524155 1303.3847927451086 1.1222222222222225 0.36666666666666675 1.9950000000000003 2.8342706772590578 1544.2480990864231 0.069435023138726806 0.070505385252692607 0.45000000000000007 2.8737319920451134 2.5050000000000003 1533.7134402591912 1.0000000180025095e-35 0.18587161442557223 1.5850000000000002 -0.17462962962962963 0.6100000000000001 0.15476190476190474 0.13809523809523808 0.07541666666666666 1.0333333333333337 -0.31874999999999992 0.16371473354231972 0.47950000000000004 0.22374999999999998 1782.5626883873877 3.5000000000000004 0.23374999999999999 0.23750000000000007 0.69047619047619058 0.40050000000000008 2.5050000000000003 1.3166666666666669 0.59166666666666679 0.12092343140730231 0.15961916681566243 0.22249999999999998 1502.4464904732019 2.4650000000000003 4.0750000000000011 -20.454180607860618 0.93095238095238109
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 -3 4 -5 -6 8 7 -9 9 -11 14 18 13 -15 16 20 23 19 -20 -21 -22 25 -24 -25 -26 28 27 37 39 -31 -32 -33 33 34 40 -37 43 38 -40 45 42 -43 -44 -45 -46 47 -48 -49 49 -51 57 52 54 -55 56 -57 -58 58 60 -61 62 -63 -64
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leaf_weight=15.284309392096477 4.7378179195802677 10.082509557018055 7.8273722163867188 5.0735626767855138 5.2421498524490744 6.7896351506933597 4.5111684799194327 9.0925929993391019 6.4237520752940354 5.9882762043271205 3.6615494485013214 4.2940389513969421 8.0883983583189529 5.7037463879678389 5.5927324816584614 7.572208561003209 4.8107205349952 6.8975568073801723 5.9410222170408833 9.7996753756888193 6.933883634861556 2028.8914680075832 9.7786861909553391 8.7800682100933027 6.8725710855796933 5.8853319510817546 5.3285679034888735 29.583140823058784 6.8749427068978539 13.196608793921767 7.8218606328591704 9.0278444762807322 39.39935065060854 2.0774853676557532 7.5789787441026446 5.2855359471868715 7.694708734750753 12.41820315574296 9.7952112355269474 7.0036162335891268 6.8353862203657654 15.158362118992953 11.174926603445781 10.344936366425825 7.6480544651858509 9.4826175626367313 9.7890503720846009 10.672526836395262 4.3125504993367931 288.05026127584279 755.24084818433039 18.652989333495498 8.0252337872516382 35.385321288602427 10.97139395563863 15.155408795224501 4.6097290739417067 12.244746289215984 6.4119427162222591 6.0855942389462134 4.7412725463509542 20.17554307798855 3.791539577068761
leaf_count=73 18 43 31 22 22 24 16 34 27 26 13 16 31 24 21 27 18 28 25 39 32 8823 38 37 31 19 20 116 27 57 31 32 148 12 25 19 33 49 37 26 30 58 44 46 27 39 43 69 17 1382 3287 69 38 135 49 62 21 62 22 30 24 89 16
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internal_weight=3648.6 19.8939 3628.71 9.81138 13.0695 3615.64 28.8881 13.6038 3586.75 97.3602 91.3719 30.451 20.2159 13.7921 60.921 18.1676 42.7533 22.29 10.2351 16.6972 14.5061 3489.39 16.5683 20.4634 11.6833 3472.82 2208.24 97.1262 1264.58 26.9038 13.7072 45.3296 2111.12 82.2245 42.8251 36.3018 31.0163 51.7966 22.2134 1237.68 40.7477 22.7373 18.0103 25.6877 15.3428 1230.8 918.284 312.518 301.845 292.363 908.495 99.8037 92.8001 54.0383 38.7618 23.1806 15.5811 808.691 53.4506 18.3303 35.1203 26.5875 8.53281
internal_count=15849 83 15766 40 53 15713 123 50 15590 395 369 123 82 55 246 72 174 88 41 67 59 15195 62 86 49 15133 9519 379 5614 107 50 177 9140 317 169 145 126 202 86 5507 157 83 74 106 60 5480 3973 1507 1438 1399 3930 400 374 204 170 100 70 3530 243 92 151 111 40
is_linear=0
shrinkage=0.05


Tree=261
num_leaves=64
num_cat=0
split_feature=65 29 26 4 23 71 71 28 28 3 29 31 59 26 11 3 45 54 6 18 3 22 29 0 5 65 60 71 4 46 5 7 31 5 6 27 44 30 15 0 38 0 27 7 7 31 5 4 37 49 3 60 3 70 70 29 29 69 72 10 60 19 2
split_gain=2.69561 1.90463 2.92352 2.26858 1.36415 4.13414 3.6989 3.36718 3.09323 3.63082 3.32926 3.22761 3.04712 6.29972 3.42734 3.11227 3.49641 3.99072 3.26646 3.17568 3.09892 2.75455 3.14315 3.80656 3.55943 3.47589 2.87479 2.79667 2.89136 2.60537 3.03004 2.69909 3.4404 3.99353 3.93842 3.65207 3.25255 3.16364 2.94852 3.06488 2.56835 2.86035 2.55431 4.09947 2.61582 2.55008 2.52166 3.31503 2.72688 2.66223 2.50144 2.49745 2.73226 4.26425 2.43742 2.42692 3.53989 4.59462 3.29394 3.41096 4.27873 3.21381 2.96237
threshold=-0.57833333333333325 4.0500000000000007 0.5505000000000001 1428.8065138753202 3.8452380952380958 0.14791666666666667 -0.76458333333333317 1.9500000000000002 4.9500000000000011 1559.7571055584901 2.8944444444444448 0.17029156816390859 2.605624516636674 0.49612500000000009 1.4226190476190479 1538.6112261961578 1.175 1.1850000000000003 1510.219775811302 1.0000000180025095e-35 1494.6176395585019 0.23611111111111113 5.9500000000000011 1638.6427861328148 1494.0923509511963 -0.14653958944281528 0.056211301563708453 -0.12499999999999993 1490.3358457484944 5.7750000000000012 1466.8935251927144 -24.339499533215413 0.22179813401187448 1499.7192595450904 1491.9642782414551 0.49527777777777787 10.275000000000002 0.13655788655788653 0.90000000000000013 1462.6900250951044 0.24966534761602152 1709.5375182834059 0.43894444444444453 17.920754789994593 4.4927836468317546 0.1522458969190901 1486.0042066178969 1575.4476722260067 0.34480316967007224 2.9150000000000005 1585.0624091625266 0.066073294521570361 1445.2723714290644 -0.037499999999999943 -0.14624999999999991 6.8166666666666673 7.2111111111111121 0.79000000000000015 0.40375000000000011 1.9666666666666668 0.058149767143676707 1.5000000000000002 -190.72328074735432
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=4 -3 -4 -5 5 8 7 12 9 40 -12 -13 14 15 29 18 17 -19 -20 50 -22 27 24 25 26 -27 -28 28 -30 -31 31 32 33 -35 35 36 -38 -39 -40 -41 41 -43 43 -45 -46 -47 47 -49 -50 -51 -52 52 53 -55 -56 56 57 -59 -60 61 -62 62 -64
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leaf_count=16 12798 192 29 99 19 17 21 23 33 37 349 51 141 15 17 18 23 22 23 20 93 23 28 15 28 50 33 32 84 40 23 195 15 45 17 41 26 50 26 47 27 23 26 25 19 31 25 25 22 20 24 30 31 26 76 173 46 40 38 44 50 55 99
internal_value=4.73427e-05 -0.0166798 -0.00301715 -0.0168396 0.000147031 -0.00219358 0.000278503 0.000825582 -0.00995035 0.00122223 -0.0152639 0.0160758 0.00133797 0.00828964 -0.00141272 -0.00330076 -0.0124678 0.00902911 0.011454 0.0232247 0.0203206 -0.00722292 -0.0122716 -0.0169772 0.00633883 0.00613525 -0.00753357 0.00292977 0.0110645 0.00375377 0.00242053 0.00351465 0.000925091 0.0234144 -0.00215109 -0.0104162 -0.000858911 0.021884 -0.0257791 -0.0370073 -0.0133334 0.00164169 -0.0239279 -0.0157191 -0.0332009 -0.0163327 0.00951757 -0.00272371 0.0110347 0.0265681 0.00763824 -0.0227262 -0.00965592 0.00177869 -0.00806109 0.000509712 -0.00642612 -0.000929317 0.00232451 0.00587761 0.0203581 -0.00241699 0.00506143
internal_weight=4041.39 23.9426 12.3503 9.33614 4017.44 538.992 408.73 403.394 130.262 41.9838 88.2782 20.7792 398.382 112.944 285.438 57.5253 35.4811 12.3379 22.0441 16.0437 55.4188 134.349 89.7293 71.6203 18.1091 14.2663 13.0128 44.6199 31.3715 151.088 145.105 141.852 124.326 14.9596 109.366 62.1827 38.3346 17.5264 23.8481 16.9391 21.2046 12.1825 23.1433 18.6007 11.9645 13.2484 30.2038 17.5814 12.5441 12.6224 10.7608 57.354 22.3232 15.6401 30.8022 3478.45 121.711 85.9815 79.6678 70.9966 25.8566 45.1399 34.3476
internal_count=15849 336 144 115 15513 2170 1633 1614 537 171 366 84 1593 423 1170 215 130 45 85 62 208 552 382 293 89 65 61 170 116 618 578 561 488 60 428 233 143 73 90 64 87 50 85 70 45 54 115 72 47 43 44 228 87 57 117 13343 545 372 332 294 96 198 154
is_linear=0
shrinkage=0.05


Tree=262
num_leaves=64
num_cat=0
split_feature=73 73 52 73 73 54 54 23 28 23 72 19 4 71 23 27 4 27 3 49 4 29 5 6 9 8 4 11 59 31 29 11 48 31 46 7 5 54 70 2 8 26 42 3 11 11 23 11 59 0 66 59 3 70 70 11 10 65 30 28 10 71 7
split_gain=12.5012 10.4631 2.25567 2.05975 23.7599 2.2807 2.13122 1.77733 3.10709 1.89686 2.98545 3.79863 4.40266 2.87608 3.5922 3.5536 2.52173 2.3133 3.0805 2.89218 2.89883 2.02506 1.88086 1.90945 3.31723 3.2705 2.92259 3.38441 3.98059 3.07266 3.03417 2.95471 2.88374 5.44902 3.71097 3.15514 2.90024 5.08473 2.83005 3.21487 3.37288 2.82182 2.85818 2.7104 2.63111 5.13279 3.13449 2.61993 2.53871 2.6365 2.4857 2.45946 3.37024 3.96005 3.32219 3.31035 5.33569 3.55985 2.89154 4.73226 3.98002 2.91125 2.84995
threshold=1.5000000000000002 1.0000000180025095e-35 4.5650000000000004 2.5000000000000004 3.5000000000000004 1.675 1.5950000000000004 5.5833333333333348 4.0500000000000007 3.8660714285714293 -0.33416666666666661 2.5000000000000004 1547.9113869101973 -0.23624999999999999 4.7083333333333348 0.52612500000000006 1686.9355220634013 0.52763888888888899 1566.1877283385027 2.4350000000000005 1547.0117966111056 5.1833333333333345 1456.79471105365 1524.6979005492512 0.59166666666666679 0.65476190476190488 1579.1321349456739 1.4555555555555557 3.0085938828972889 0.10683317275624392 5.8944444444444457 2.1222222222222227 1.6850000000000003 0.10544848035581912 2.8450000000000002 49.21377428094673 1525.2998708497871 1.405 0.058749999999999955 -64.572765628797683 1.0333333333333337 0.61354166666666676 2.0750000000000006 1682.8792304714605 1.3785714285714288 1.861904761904762 2.7321428571428577 2.3095238095238098 2.7434025437780138 1466.6023200164602 2.7200854700854706 2.8186716689095852 1477.1850197292031 -0.18999999999999992 -0.45749999999999991 1.4833333333333336 1.1833333333333336 0.12173913043478256 0.12546296296296297 3.6125000000000003 1.2928571428571431 -0.036249999999999942 5.5333406015304272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 7 9 -9 22 11 -11 -13 14 -12 -16 17 18 19 20 -15 -14 -6 26 -25 -26 32 29 -29 -28 38 -30 34 -34 35 51 47 -38 39 -31 -41 42 48 -44 46 -46 -36 -35 49 -27 -50 55 -53 54 -54 57 -57 58 59 60 61 -24 -61
right_child=2 -3 -4 4 5 -7 -8 8 -10 10 13 12 21 16 15 -17 -18 -19 -20 -21 -22 -23 23 24 25 41 27 28 31 30 -32 -33 33 36 44 -37 37 -39 -40 40 -42 -43 43 -45 45 -47 -48 -49 50 -51 -52 52 53 -55 -56 56 -58 -59 -60 62 -62 -63 -64
leaf_value=0.03346083822124226 0.0018110943279002418 -0.03369693812915469 -0.036887120673449666 -0.033708973127522093 -0.032693667864187946 0.026286422034652004 -0.019130770047955128 0.010088532100256791 -0.034232814723274073 0.039428681997333084 0.02385261861530593 -0.036484647210726709 0.043780556938511177 0.034383259612426317 -0.045965867138624703 0.020377468857493704 0.026556325042911846 -0.021332606156789714 -0.024208409949570894 -0.01702959079133055 -0.0073070511321058481 0.00026379377453401078 -0.0094869327337250738 -0.026446864516335013 -0.022416390456557134 0.038299139696603215 0.024763819689558299 -0.028562206147476173 -0.016942703386529794 0.017564677585793505 0.026823442696182677 0.044072664156037063 -0.02731906920781664 -0.0065778501741615 0.029524198817999406 -0.027547987096609022 0.037577216830801799 -0.010248888791078579 -0.030243139956285414 -0.038621030996556643 -0.00028567574320597088 0.041340831508945269 0.020365688931872589 -0.020297220067187316 -0.018046749052458583 0.026370601438200331 -0.0067404169966614391 0.015017622901128748 -0.025590712901397535 -0.004005573891152533 0.0067809921737822026 -0.020178436189906248 0.010234607301685439 0.0096053121569385051 -0.037270825805149968 0.00035337411125551158 0.031422720096595802 -0.025824998860154793 -0.0027498712128556945 0.044033097083515091 -0.031766682517470383 0.040251197409480313 0.0083767513848957767
leaf_weight=6.6887507513165465 1274.6504366770387 43.634558389429003 4.0421432482544324 53.26563252042979 4.3544020084664217 8.6008662255480868 13.731271676835602 6.8057738507632193 9.4378930841339734 14.075354989618063 24.61735431465786 4.7589477743022153 5.1789542362093908 11.933888696134096 4.2611934461165202 3.834978437749669 6.0623834459111086 19.341269057709724 9.4754331773146969 7.5044543370604506 6.4087440753355613 5.5258982190862298 6.2103735180571684 7.2249888954684129 7.8574659107252947 6.6273601055145255 9.4680783096700889 30.264152764924802 4.3141518505290142 12.547304661944503 6.2756703291088334 3.6738089704886079 22.71308411564678 114.3425935144769 30.993184548802674 9.4191577717429009 12.072817724198105 10.297932563815264 12.918163291178642 8.700663388706749 16.84899983741343 7.1559600075706831 45.062678024522029 4.5080060232430688 14.402366520836951 11.860175639390944 7.3767713932320467 16.011053220368922 13.579481134191157 8.2894706297665817 10.527152018621562 25.912561051081866 5.8266263315454117 41.76093720109202 9.9905904217157495 28.60615071002394 26.731993518769741 11.499964095652102 72.168824035674334 13.350229173898699 7.9076147172600022 5.5901835216209301 9.6584159946069104
leaf_count=1176 3754 2829 62 3394 30 69 121 43 59 62 115 32 20 55 30 20 32 105 63 38 28 25 27 51 45 25 39 162 25 59 29 17 156 608 135 74 66 85 73 38 80 30 196 26 63 55 36 88 76 41 57 133 30 211 67 133 107 65 318 56 39 22 44
internal_value=-0.000126582 -0.0247706 0.000429944 0.000497757 -0.00126491 0.000662847 0.000414626 0.000721657 -0.0156631 0.0010319 0.00677933 0.020635 0.00352867 0.00239914 0.0143508 -0.0145405 -0.0040393 -0.00743245 0.000178753 0.00911898 0.0198171 0.021317 7.01161e-05 0.000265404 0.00630993 0.0085942 -0.000815627 -0.00841747 -0.0202757 -0.00162282 -0.00598357 0.0111194 0.00073532 -0.00446917 0.00342661 0.000889772 -0.00107095 0.0155614 -0.0100193 -0.00316174 -0.0133404 0.011139 0.00869952 0.0166678 0.014206 0.00201215 0.0225522 -0.00392533 -0.00142237 0.0147899 -0.0114543 0.00189975 -0.00520384 0.00153535 -0.0197711 0.0051634 0.0153619 0.00069796 0.00335289 0.0136633 -0.00431823 0.0140751 0.0290655
internal_weight=2278.74 50.3233 2228.41 2224.37 949.722 896.456 887.855 874.124 16.2437 857.88 122.979 29.5392 15.4638 93.4397 32.7135 8.09617 60.7262 54.6638 35.3225 25.8471 18.3426 10.7049 734.902 730.547 110.833 103.608 619.715 105.011 38.2521 66.7589 57.2908 7.98796 514.704 175.437 339.266 274.634 152.724 22.3708 51.0151 38.097 25.5497 95.7501 88.5941 49.5707 64.6325 26.2625 38.37 130.354 39.0235 14.9168 24.1066 265.214 83.4907 57.5782 15.8172 181.724 55.3381 126.386 114.886 42.7168 19.7082 11.8006 23.0086
internal_count=15849 4005 11844 11782 8028 4634 4565 4444 102 4342 625 139 77 486 165 50 321 289 184 121 83 45 3717 3687 547 496 3140 522 204 318 279 42 2618 1003 1615 1326 847 151 250 177 118 451 421 222 289 118 171 696 199 66 133 1252 441 308 97 811 240 571 506 188 88 49 100
is_linear=0
shrinkage=0.05


Tree=263
num_leaves=64
num_cat=0
split_feature=31 70 3 65 64 56 8 30 30 59 37 15 28 72 7 7 4 71 71 2 1 0 6 71 59 29 9 44 22 59 26 27 28 69 40 4 42 70 27 29 71 9 11 42 72 1 28 7 22 2 23 70 71 10 73 71 70 30 72 9 14 40 2
split_gain=1.3034 3.32439 3.67585 3.72638 2.77155 3.54093 3.46962 2.77161 2.75299 2.86292 2.64134 2.0523 1.41566 2.02783 1.51836 2.78821 4.20748 3.40851 2.33777 2.12822 1.61371 4.6666 1.81218 2.7238 3.30511 1.69157 1.5446 4.11772 2.97726 4.99722 4.17508 4.04908 3.53015 4.58948 3.38035 3.07462 3.80896 3.45923 3.22008 2.79891 2.78579 2.65577 5.52397 4.60884 3.93875 5.33441 4.87032 5.96494 5.23334 4.14271 4.08646 3.9535 3.18385 3.27332 3.0052 3.25477 2.99556 2.71 2.69535 2.81978 3.25293 2.61321 2.60393
threshold=0.06322451698867422 -0.40541666666666659 1476.2233770020091 -0.20801843317972349 0.011079545454545451 1.6850000000000003 1.3785714285714288 0.1155435473617291 0.1482928240740741 2.5345147802959445 0.33001502461479454 0.55000000000000016 8.4500000000000011 0.10791666666666662 75.504392162239142 66.807097500684918 1387.959991246458 0.0062499999999999509 -0.10999999999999995 314.99668621882569 1291.6416815433988 1483.4835361799953 1465.7978521122714 -0.18041666666666661 2.605624516636674 3.4722222222222228 2.5916666666666672 10.025000000000002 0.15476190476190474 2.7434025437780138 0.5010555555555557 0.52527777777777784 4.5857142857142863 0.23000000000000001 3.2050000000000005 1459.4712648346192 2.7150000000000003 -0.27374999999999988 0.48950000000000005 4.8944444444444457 -0.0045833333333332492 2.2071428571428577 1.861904761904762 4.0750000000000011 -0.44874999999999993 1565.9948010256537 3.5857142857142867 -16.143909697580622 0.43650793650793651 -168.6199524192111 2.4642857142857149 -0.17291666666666664 -0.3529166666666666 1.1833333333333336 2.5000000000000004 0.012499999999999952 -0.33624999999999988 0.16836894215737361 -0.98874999999999991 2.183333333333334 0.90000000000000013 3.2550000000000003 -273.58719182112105
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 11 -4 9 -5 -9 -6 14 -14 15 19 -17 18 -18 20 21 -2 23 24 -22 -26 41 28 29 -28 62 32 35 -34 39 -30 37 38 -37 -33 -29 58 43 44 45 57 48 49 51 61 -49 -46 53 -44 55 -52 -47 -43 -24 -60 -61 -48 -31
right_child=12 2 4 8 5 -7 -8 10 -10 -11 -12 -13 13 -15 -16 16 17 -19 -20 -21 22 -23 26 -25 25 -27 27 40 31 30 -32 34 33 -35 -36 36 -38 -39 -40 -41 -42 42 52 -45 46 56 47 50 -50 -51 54 -53 -54 -55 -56 -57 -58 -59 59 60 -62 -63 -64
leaf_value=-0.032040752549667491 0.040910178729146096 0.054159463790078854 -0.043999845466976648 -0.0089378805884073841 0.027288189266084006 0.04069023513132309 -0.03574717046561747 0.012555964821149668 -0.020112078404211805 0.042480642378202996 -0.028174842638310407 -0.020866945354788859 -0.033304737309672643 0.010120867421095267 -0.021327017764338239 -0.036560740383228006 0.034419430497015825 -0.0068379451483101096 0.095345049521123854 -0.028950890924115014 -0.024666785320516395 -0.021719612965939935 0.029678222117000431 -0.027169763486413201 -0.002259072399108292 0.03683952684179511 0.025774815144621016 -0.0092444717418221529 -0.044562621301643096 0.046091737325923643 -0.029336507138916969 0.019992685140248136 -0.028590012965843892 0.035772134817990929 0.032286587578664039 0.024827364868884299 -0.037569888278549284 -0.028701645983602742 -0.019444698959945841 -0.019706448742946626 -0.050262968904477512 -0.030773579941506819 0.02519902123896315 -0.031609359572666668 0.054380718084550785 0.029631386010097484 0.026995299213123925 0.04847267558320812 -0.013491053818624272 -0.031124195761090736 0.05028218854852088 0.014586452107160502 0.035938991950196605 -0.020269140157011842 -0.011038853379942402 -0.0087387927661484923 -0.015054420862813517 0.0016897045719111556 0.00029102688051334496 -0.018099460634601338 0.017644712706578563 -0.011246723840562446 0.00045169486684555409
leaf_weight=10.833135658409445 8.1164815232623351 4.6426760058384415 8.9228409966453928 4.8585011388640869 6.4778830306604558 4.7987671263981602 6.7306675736326715 7.4451402125414452 7.1788697347510597 6.1136346182320267 8.5528530480805767 3.3603014824911952 7.296775939408688 4.2565245823934674 8.1533546959981305 2.244835313409566 3.8248712071217588 2.7578247827477753 2.6761048398911944 6.2523401845246545 7.2878827003296491 4.6945607108063987 7.7248299457132807 15.057494873646645 5.1714809425175172 5.9481989243067801 22.049027675995603 9.0627089100889879 10.51890006335452 3.6451574750244609 11.481029744958503 7.2676733555272284 4.6052121389657241 6.9494358883239329 9.568670880282296 11.535013770451767 11.990240839542819 9.1665210046339833 6.378309649648144 11.410629023797808 7.6194107928313306 20.200099918060008 9.7396753584034759 9.5568817395251227 13.844590959139172 11.272914267843591 7.3619749841745934 8.2689161859452742 6.6271645349916062 15.553889389615508 5.9366604625247437 11.364867435768247 21.591688253218308 6.6685279011726371 10.985456942580639 3.8511464742477983 5.6202079178765407 9.4297636682167632 3071.3239137916826 38.407526853261515 7.6294857501052311 11.360781522467731 21.908938186941672
leaf_count=51 37 18 49 28 36 25 50 31 38 25 47 19 60 24 109 27 41 31 11 76 35 31 34 82 32 37 94 37 43 16 46 27 25 28 37 40 50 33 26 42 34 69 41 65 53 42 24 32 23 57 28 42 88 23 39 17 20 37 13174 158 31 39 85
internal_value=2.66574e-05 -0.0062884 -0.00225004 0.0141859 -0.0103435 0.00286935 -0.00808456 -0.0216725 0.00396146 0.0197123 -0.00921955 0.0108405 0.000168291 -0.0173057 0.000225132 0.000274722 0.0248506 0.0397401 0.0594993 0.000194679 0.000246364 0.0179597 0.000181767 -0.0113979 0.00150359 0.0186558 0.000293138 -0.00442607 -0.00177971 0.00692917 -0.00429067 -0.00753598 -0.0147689 0.01012 0.00812041 -0.0205682 -0.0141081 -0.00371991 0.00906363 -0.00425963 -0.0279793 0.000528302 0.00628002 0.0019979 0.00426487 -0.00765799 0.0100941 0.00207313 0.0260469 -0.012053 0.0187453 0.0364408 0.0233224 0.00672011 0.00691211 0.0270596 0.0147648 -0.0204421 0.000180015 0.000106918 -0.0121758 0.00379042 0.00696201
internal_weight=3643.13 79.9153 69.0821 22.7937 46.2885 21.3676 16.5689 24.9208 18.151 10.9721 15.998 9.83818 3563.22 11.5533 3551.66 3543.51 11.5036 9.2588 6.50098 3532.01 3525.75 12.811 3512.94 33.4651 18.4076 11.1197 3479.48 165.157 148.475 59.0842 37.0351 89.3906 61.1436 11.5546 28.247 49.589 39.0701 27.0798 17.9133 18.6783 16.6821 3314.32 189.235 151.235 141.678 46.523 95.1554 63.3188 31.8366 34.2766 29.0422 25.2095 37.9999 16.4082 20.7733 9.78781 16.8931 29.6299 3125.09 3117.36 46.037 18.7228 25.5541
internal_count=15849 417 366 109 257 130 105 127 91 53 78 55 15432 84 15348 15239 110 83 52 15129 15053 68 14985 186 104 69 14799 663 592 241 147 351 245 53 106 192 149 99 66 69 71 14136 739 587 522 168 354 236 118 120 116 95 152 64 84 45 62 106 13397 13363 189 63 101
is_linear=0
shrinkage=0.05


end of trees

feature_importances:
total_goals=1419
referee_home_bias=995
away_avg_possession=607
home_home_elo=507
away_shot_conversion=484
away_away_elo=482
away_momentum_score=473
home_avg_possession=463
away_avg_shots_on_target=462
home_shot_conversion=459
home_momentum_score=448
home_avg_shots_on_target=446
momentum_diff=434
elo_diff=432
home_goals_avg=357
referee_avg_goals=334
away_conceded_avg=325
home_overall_elo=324
away_goals_avg=323
away_overall_elo=321
home_conceded_avg=313
form_elo_diff=302
away_form_elo=282
home_form_elo=281
referee_experience=261
odds_ms_h=254
odds_ms_a=253
odds_ht_ms_a=212
league_avg_goals=209
odds_ou05_u=199
h2h_avg_goals=193
odds_ht_ms_h=190
league_zero_goal_rate=189
odds_ms_d=167
implied_away=167
implied_draw=164
odds_btts_n=163
upset_potential=163
implied_home=153
odds_btts_y=140
away_unbeaten_streak=135
h2h_draw_rate=130
odds_ht_ou05_u=121
odds_ht_ms_d=120
h2h_total_matches=115
home_unbeaten_streak=114
ht_total_goals=114
h2h_btts_rate=110
away_clean_sheet_rate=106
away_scoring_rate=99
home_clean_sheet_rate=98
odds_ht_ou15_o=97
h2h_home_win_rate=94
odds_ou15_u=92
odds_ou35_o=89
home_scoring_rate=86
h2h_over25_rate=83
odds_ou25_u=79
odds_ou25_o=71
odds_ht_ou15_u=65
home_winning_streak=60
away_winning_streak=60
odds_ht_ou05_o=60
odds_ou15_o=40
odds_ou35_u=28
upset_atmosphere=15
away_avg_corners=1

parameters:
[boosting: gbdt]
[objective: multiclass]
[metric: multi_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 500]
[learning_rate: 0.05]
[num_leaves: 64]
[num_threads: 1]
[seed: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[bagging_by_query: 0]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 5]
[num_class: 3]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
