iddaai-be/ai-engine/models/v25/lgb_v25_ms.txt

tree
version=v4
num_class=3
num_tree_per_iteration=3
label_index=0
max_feature_idx=151
objective=multiclass num_class:3
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14 Column_15 Column_16 Column_17 Column_18 Column_19 Column_20 Column_21 Column_22 Column_23 Column_24 Column_25 Column_26 Column_27 Column_28 Column_29 Column_30 Column_31 Column_32 Column_33 Column_34 Column_35 Column_36 Column_37 Column_38 Column_39 Column_40 Column_41 Column_42 Column_43 Column_44 Column_45 Column_46 Column_47 Column_48 Column_49 Column_50 Column_51 Column_52 Column_53 Column_54 Column_55 Column_56 Column_57 Column_58 Column_59 Column_60 Column_61 Column_62 Column_63 Column_64 Column_65 Column_66 Column_67 Column_68 Column_69 Column_70 Column_71 Column_72 Column_73 Column_74 Column_75 Column_76 Column_77 Column_78 Column_79 Column_80 Column_81 Column_82 Column_83 Column_84 Column_85 Column_86 Column_87 Column_88 Column_89 Column_90 Column_91 Column_92 Column_93 Column_94 Column_95 Column_96 Column_97 Column_98 Column_99 Column_100 Column_101 Column_102 Column_103 Column_104 Column_105 Column_106 Column_107 Column_108 Column_109 Column_110 Column_111 Column_112 Column_113 Column_114 Column_115 Column_116 Column_117 Column_118 Column_119 Column_120 Column_121 Column_122 Column_123 Column_124 Column_125 Column_126 Column_127 Column_128 Column_129 Column_130 Column_131 Column_132 Column_133 Column_134 Column_135 Column_136 Column_137 Column_138 Column_139 Column_140 Column_141 Column_142 Column_143 Column_144 Column_145 Column_146 Column_147 Column_148 Column_149 Column_150 Column_151
feature_infos=[1150.3663761896189:1903.4781806887747] [1158.5088961211511:1916.84579108047] [-496.81477567713546:573.10259120534784] [1159.8767670517543:1884.5959848901657] [1151.7894548779084:1919.4116678360419] [1426.1496448360797:1585.9817930954068] [1427.9817118206745:1588.9895054335384] [-113.02538114266532:114.69704651598067] [0:6.7333333333333334] [0:7.5333333333333332] [0:7.7333333333333334] [0:6.583333333333333] [0:1] [0:1] [0:1] [0:1] [0:5] [0:5] [0:5] [0:5] [0:8] [0:1] [0:1] [0:12] [0:1] [0:1] [0.20999999999999999:0.81000000000000005] [0.22500000000000001:0.76000000000000001] [0:13] [0:13] [0:30] [0:24] [0:4.5] [0:4.5] [0:22.550000000000001] [0:17.5] [0:35.5] [0.065285302506677897:0.80962131918207236] [0.090561906180844906:0.4288719106684401] [0.056651501780225801:0.79902050363656307] [0:26] [0:5.0899999999999999] [0:26.5] [0:1.0900000000000001] [0:13.050000000000001] [0:1.76] [0:13.25] [0:3.7400000000000002] [0:12.6] [0:8.5600000000000005] [0:3.5299999999999998] [0:1.72] [0:7.3300000000000001] [0:5.0199999999999996] [0:2.5800000000000001] [0:3.77] [0:4.9100000000000001] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:7.5333333333333332] [0:6.583333333333333] [2.0046118370484245:4.1840324763193504] [0.018042399639151999:0.1552651806302843] [0:0.45000000000000001] none none [0:0.1575] [-0.92000000000000004:1] [0:7] none none [0:1] [-1:0.61250000000000004] [-1:0.59166666666666667] [-1.3574999999999999:1.3799999999999999] [0:40.799999999999997] [0:36.299999999999997] [-29.999999999999996:31.499999999999996] [0:10] [0:10] [0:1] [0:1] [0:5.7999999999999998] [0:5] [0:5] [0:6.25] [0:4] [0:5] [0:1] [0:1] [0:10] [0:11] [0:42.100000000000001] [0:41.799999999999997] [0:1] [0:1] [0:11] [0:9] [-1:1] [0:1] [0:6.2000000000000002] [0:7] [0:5.2000000000000002] [0:6.5] [0:5] [0:6.5] [0:6] [0:7] [0:5.3330000000000002] [0:7] [0:1] [0:1] [0:8] [0:8] [0:11] [0:8.5] [-2.2999999999999998:1.8] [-2.2000000000000002:2] [1:30] [1:30] [1:12] [0:1] [0:1] [-5.1669999999999998:5.4000000000000004] [-6.4669999999999996:5.7329999999999997] [-4.5830000000000002:5.7329999999999997] [-0.045499999999999999:0.088099999999999998] [0.063600000000000004:1] [0:0.088800000000000004] [0.35623409669211198:0.51556156968876865] [0.1051136363636363:0.32744043043812449] [0.40430438124519602:0.64185836716283262] [0.32129131437355879:0.77537212449255755] [0.70399999999999996:1]
tree_sizes=983 972 968 1002 1021 1006 994 1017 1007 1013 1002 1008 1010 1017 1003 1009 1001 1005 1017 1019 1010 1010 1014 1008 996 1010 1007 1017 1017 1012 1013 1020 1009 1012 1018 1021 1006 1020 1011 1011 1017 1013 1013 1016 1000 1017 1017 993 999 1020 1010 1009 1013 1004 1013 1022 1019 979 1017 1010 999 1030 1015 1011 1021 1009 1014 1005 1014 1012 1017 1012 1017 1023 1011 1004 899 1010 1013 1026 996 1012 1015 1010 1014 1025 1012 1014 1015 1015 1016 999 995 1013 1014 998 1000 987 1013 999 1018 1007 1017 1013 1000 1013 1014 998 1007 1020 1002 1010 1019 1018 998 1012 1016 1008 1002 1013 1011 1022 1019 1013 1028 1016 1020 1019 1009 1019 1020 1015 1019 995 1022 996 1019 1016 1002 1024 1017 1019 1020 1003 1006 1021 1002 1015 1018 1000 1016 1008 1016 998 1019 968 1015 1017 1014 1010 1021 1008 985 1020 977 1010 1009 1014 1020 1025 1017 1024 916 1009 1020 1023 1012 1015 1024 1017 1027 1015 1015 1014 1029 989 1015 1007 1010 1017 1024 1014 1017 1020 1012 1011 911 1021 1006 1013 1015 1000 894 1020 1010 1013 997 1011 892 1015 1015 906 1009 1006 998 993 1007 912 992 1023 1012 987 995 1015 1020 1015 1020 1017 1007 1027 1012 1026 1022 1003 914 1022 1017 1027 1019 1014 1013 916 909 1016 1016 1017 997 1014 908 1016 1021 1011 1015 1013 1011 992 1018 1017 897 1017 902 912 1016 1021 911 1010 1006 1011 1024 1019 920 1017 1009 1011 701 1015 1005 992 1018 1018 1016 1018 914 987 1022 1015 1028 1019 996 801 1016 1016 995 1021 1015 1022 1018 1015 1017 1015 1014 910 1018 917 1024 1017 915 1022 1019 914 999 1014 1012 1035 1013 1000 1024 1015 993 1022 1022 1010 994 1020 1017 1015 1007 1018 914 1023 1014 1013 1006 1005 910 1026 1016 1019 1009 1008 1014 994 1017 992 1022 1005 1013 904 1002 994 1001 896 1023 1006 912 1022 996 909 905 896 1024 1015 1010 1024 1018 1011 1020 1015 1023 912 1014 1023 1017 1030 1018 915 1014 1010 914 1021 1021 909 1023 1019 913 1013 1013 914 1017 1013 1004 1018 1018 898 1007 1009 913 1024 1023 914 1011 1016 987 1015 994 1003 1021 1002 898 1009 1013 896 1015 1020 910 906 1012 999 1023 1014 911 1014 1020 901 911 908 916 1004 902 1019 912 909 1013 1008 907 1019 875 1020 1015 900 1010 1020 901 1017 1024 902 1022 1013 876 1027 1003 899 912 1001 980 1028 1017 782 913 1019 1010 1020 981 1023 1010 1014 906 910 978 994 1033 1004 998 1017 1017 909 1007 907 1018 1016 914 1016 991 886 918 900 1017 1001 911 1017 912 912 1009 1022 905 896 897 1001 797 1014 1002 812 903 1025 796 906 1008 1011 901 997 1018 903 1020

Tree=0
num_leaves=8
num_cat=0
split_feature=36 34 40 95 40 36 95
split_gain=636.586 242.043 84.2336 52.209 35.0935 19.5912 8.0902
threshold=3.9850000000000008 2.5850000000000004 1.7150000000000001 -1.499999999999998 3.9050000000000007 7.5550000000000006 -1.499999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=-0.7981608433633155 -0.7776094275415244 -0.80255711435650046 -0.79032213508306415 -0.79194552793829043 -0.81044136184767124 -0.76968023586377055 -0.78380121761061972
leaf_weight=880.00293350219727 276.11578530073166 587.90736520290375 103.68277806043625 1840.2764048576355 437.40010672807693 285.03473395109177 491.65704435110092
leaf_count=2368 743 1582 279 4952 1177 767 1323
internal_value=-0.793028 -0.797233 -0.779415 -0.793954 -0.805925 -0.773573 -0.784929
internal_weight=4902.08 3745.59 1156.49 2720.28 1025.31 561.151 595.34
internal_count=13191 10079 3112 7320 2759 1510 1602
is_linear=0
shrinkage=1


Tree=1
num_leaves=8
num_cat=0
split_feature=35 148 85 35 105 85 134
split_gain=119.903 37.8179 24.7314 9.12888 8.60588 6.25258 3.27733
threshold=4.0750000000000011 0.24185130950380487 -0.27388994307400377 6.0150000000000006 0.34550000000000003 -0.20436657681940704 -0.7054999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -2 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-1.4109173392382051 -1.4039769184247228 -1.3947823259782937 -1.4043333700601308 -1.4070476722667375 -1.4061018289779921 -1.4147896348756452 -1.4212342539340179
leaf_weight=482.70429074764252 24.412630796432495 126.50181412696838 2254.8393535614014 8.3224877715110761 244.95855674147606 386.71826511621475 130.94047427177429
leaf_count=1740 88 456 8128 30 883 1394 472
internal_value=-1.4067 -1.4051 -1.40382 -1.41573 -1.40929 -1.41414 -1.42042
internal_weight=3659.4 3109 2381.34 550.394 727.663 411.131 139.263
internal_count=13191 11207 8584 1984 2623 1482 502
is_linear=0
shrinkage=1


Tree=2
num_leaves=8
num_cat=0
split_feature=34 42 34 42 95 35 39
split_gain=647.163 203.38 113.545 49.828 43.345 27.8435 8.85724
threshold=2.6850000000000005 3.7050000000000005 4.0750000000000011 4.9850000000000012 -2.2499999999999982 4.7750000000000012 0.41933867900776389
decision_type=2 2 2 2 2 2 2
left_child=1 4 6 -3 -1 -4 -2
right_child=2 3 5 -5 -6 -7 -8
leaf_value=-1.1898318271360329 -1.1900699127279419 -1.2019989020502915 -1.1713658192943726 -1.2097530422965375 -1.1968636191584092 -1.1559913118928642 -1.1827242763492791
leaf_weight=545.00665032863617 89.884952783584595 902.33098727464676 189.26479494571686 617.80080223083496 1324.853564620018 73.743640840053558 432.01746672391891
leaf_count=1722 284 2851 598 1952 4186 233 1365
internal_value=-1.19547 -1.19945 -1.1783 -1.20515 -1.19482 -1.16704 -1.18398
internal_weight=4174.9 3389.99 784.911 1520.13 1869.86 263.008 521.902
internal_count=13191 10711 2480 4803 5908 831 1649
is_linear=0
shrinkage=1


Tree=3
num_leaves=8
num_cat=0
split_feature=36 34 34 39 34 36 6
split_gain=608.366 231.269 79.0591 37.1853 33.2555 16.8379 5.4233
threshold=3.9850000000000008 2.5850000000000004 1.2650000000000003 0.273686900712033 3.8350000000000004 7.5550000000000006 1532.2642713046325
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.0025588616694635822 0.014966305418080625 -0.010038554827639726 0.0084268928713181791 -0.0027368832125185508 -0.018041054103713535 0.022585908204485215 -0.0031170547745502982
leaf_weight=848.87922862172127 240.58776605129242 671.47400534152985 612.80559808015823 1871.0680468082428 351.5785037279129 287.38244989514351 17.859374612569809
leaf_count=2284 646 1810 1647 5036 949 771 48
internal_value=-0.00016883 -0.00428453 0.0131229 -0.00108236 -0.0127933 0.0191228 0.00809241
internal_weight=4901.63 3743 1158.64 2719.95 1023.05 527.97 630.665
internal_count=13191 10079 3112 7320 2759 1417 1695
is_linear=0
shrinkage=0.0209926


Tree=4
num_leaves=8
num_cat=0
split_feature=35 79 85 36 35 85 134
split_gain=115.265 26.9693 25.1339 10.0312 8.94208 6.13374 3.24633
threshold=4.0750000000000011 3.104222280902261 0.039452054794520457 2.0450000000000004 6.0150000000000006 -0.20436657681940704 -0.7054999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0032972146826059454 0.0027946248626895265 -0.0061478954249105013 -0.0027388213202718266 -0.00023968837093423488 -0.00018696020625574988 -0.0079211942803015228 -0.014338838928043652
leaf_weight=2240.3937763869762 24.390138238668442 220.8656422495842 350.8697424530983 301.01291224360466 8.2866565585136396 384.23047116398811 129.39737415313721
leaf_count=8061 88 797 1263 1086 30 1394 472
internal_value=3.82081e-05 0.00160023 0.00247806 -0.00274928 -0.00885429 -0.00726988 -0.0135218
internal_weight=3659.45 3113.14 2591.26 521.879 546.305 408.621 137.684
internal_count=13191 11207 9324 1883 1984 1482 502
is_linear=0
shrinkage=0.0209926


Tree=5
num_leaves=8
num_cat=0
split_feature=34 42 34 42 95 35 106
split_gain=615.111 196.479 106.11 48.3281 41.4082 25.7298 8.47135
threshold=2.6850000000000005 3.7050000000000005 4.0750000000000011 4.9850000000000012 -2.2499999999999982 4.7750000000000012 0.8590000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 4 6 -3 -1 -4 -2
right_child=2 3 5 -5 -6 -7 -8
leaf_value=0.0056700592435614565 0.012513517457896932 -0.006258810871922431 0.023445615236186362 -0.01392135240649028 -0.0011953017919931548 0.03809416190484026 0.0052506821509819106
leaf_weight=546.86101666092873 438.40274354815483 899.28738766908646 191.90441599488258 612.25145378708839 1323.844143897295 75.282820671796799 87.330728143453598
leaf_count=1722 1375 2851 598 1952 4186 233 274
internal_value=0.000163573 -0.00373665 0.0168062 -0.0093657 0.000809086 0.0275909 0.0113162
internal_weight=4175.16 3382.24 792.921 1511.54 1870.71 267.187 525.733
internal_count=13191 10711 2480 4803 5908 831 1649
is_linear=0
shrinkage=0.0209926


Tree=6
num_leaves=8
num_cat=0
split_feature=36 34 34 95 34 36 95
split_gain=581.522 221.154 75.3717 49.2428 31.8161 16.1567 9.7164
threshold=3.9850000000000008 2.5850000000000004 1.2650000000000003 -1.499999999999998 3.8350000000000004 7.5550000000000006 9.75
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=-0.0051534128606179064 0.014597923104833762 -0.0098317949425470695 0.0067897436062459814 0.00088484925312496158 -0.017671689312272164 0.022055570382266701 0.014126101724138281
leaf_weight=879.01990568637848 241.03664276003838 670.3171159029007 535.98016926646233 1840.570807158947 350.29375579953194 288.05973345041275 95.365350395441055
leaf_count=2368 646 1810 1439 4952 949 771 256
internal_value=-0.000165167 -0.00419411 0.0128163 -0.00106507 -0.0125273 0.0186672 0.00790548
internal_weight=4900.64 3740.2 1160.44 2719.59 1020.61 529.096 631.346
internal_count=13191 10079 3112 7320 2759 1417 1695
is_linear=0
shrinkage=0.0209926


Tree=7
num_leaves=8
num_cat=0
split_feature=41 148 38 36 37 120 8
split_gain=76.5439 38.6323 24.4875 10.6401 10.1017 10.5016 3.59414
threshold=2.3650000000000007 0.24185130950380487 0.24127714511317527 5.4350000000000014 0.39146013920548833 3.5355000000000003 2.1083333333333338
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=-0.0022698341191360115 -0.0097422093671680927 -0.0022098815215003862 0.0033468049780632963 -0.011321823361836495 -0.0060288001000936469 0.025627678922010108 -0.016048974110765311
leaf_weight=683.51028552651405 123.96386140584946 419.66396597027779 2063.9981783330441 62.876313656568527 235.57851600646973 4.6567733585834494 65.108580261468887
leaf_count=2467 453 1514 7412 230 859 17 239
internal_value=3.81598e-05 0.00114634 0.00240597 -0.00303879 -0.00828846 -0.00539527 -0.0119393
internal_weight=3659.36 3230.05 2483.66 746.387 429.308 240.235 189.072
internal_count=13191 11623 8926 2697 1568 876 692
is_linear=0
shrinkage=0.0209926


Tree=8
num_leaves=8
num_cat=0
split_feature=34 36 34 36 95 36 145
split_gain=584.809 236.305 99.0302 46.8429 33.4448 21.9029 9.20416
threshold=2.6850000000000005 3.0650000000000004 4.0750000000000011 4.5250000000000012 2.9999999999999987 1.1850000000000003 0.7793500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 4 6 -3 -1 -4 -2
right_child=2 3 5 -5 -6 -7 -8
leaf_value=0.0034044251484838658 0.0098732310363122168 -0.00620009474815633 0.035951509713025936 -0.013336544167379833 -0.0034786034755563706 0.022694486559061158 0.018072948484124149
leaf_weight=1314.6162290871143 457.76571589708328 927.20776680111885 79.921020984649658 725.69943732023239 406.93164166808128 191.28193542361259 71.565948724746704
leaf_count=4145 1426 2948 243 2331 1287 588 223
internal_value=0.000159282 -0.00366635 0.0162912 -0.0093362 0.00177467 0.0266188 0.0109909
internal_weight=4174.99 3374.46 800.535 1652.91 1721.55 271.203 529.332
internal_count=13191 10711 2480 5279 5432 831 1649
is_linear=0
shrinkage=0.0209926


Tree=9
num_leaves=8
num_cat=0
split_feature=36 37 36 85 37 85 148
split_gain=555.128 182.639 71.391 58.0295 27.888 19.0522 5.30026
threshold=3.9850000000000008 0.32526759334079197 7.4050000000000011 -0.22602006688963208 0.21841302704895793 0.063535762483130864 0.27064914705796966
decision_type=2 2 2 2 2 2 2
left_child=1 4 5 -3 -1 -2 -4
right_child=2 3 6 -5 -6 -7 -8
leaf_value=-0.016709781908472329 0.008172044023198214 -0.012675915920312843 0.022228926906868354 -0.00042106818754308379 -0.0092577940173115252 0.017124262555206372 0.011078337587772867
leaf_weight=328.77124837040901 742.06310433149338 182.66265258193016 274.33240833878517 2529.4448271691799 696.24267569184303 123.51852071285248 22.076216250658035
leaf_count=894 1989 492 733 6810 1883 331 59
internal_value=-0.000161877 -0.00410321 0.0125099 -0.0012482 -0.0116527 0.00945505 0.0214146
internal_weight=4899.11 3737.12 1161.99 2712.11 1025.01 865.582 296.409
internal_count=13191 10079 3112 7302 2777 2320 792
is_linear=0
shrinkage=0.0209926


Tree=10
num_leaves=8
num_cat=0
split_feature=35 148 38 35 97 112 134
split_gain=107.294 34.816 16.4487 8.59733 7.38968 4.62979 3.25299
threshold=4.0750000000000011 0.24185130950380487 0.27987396680607773 6.0150000000000006 1.5000000000000002 0.77250000000000008 -0.7054999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -2 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.0045477810022861295 -0.0075990130259599165 0.0011441193278993846 0.0046414828885149974 0 -0.00029472264266410442 0.0020672737952671803 -0.014069981391405802
leaf_weight=373.5192688703537 381.80687975883484 1292.0480678677559 1102.1401409506798 8.1730818152427656 352.48426693677902 22.349792152643204 126.61909756064415
leaf_count=1352 1400 4636 3948 30 1271 82 472
internal_value=3.87385e-05 0.00153403 0.00275609 -0.00860925 -0.00248945 -0.00705264 -0.0132411
internal_weight=3659.14 3120.19 2394.19 538.949 726.004 404.157 134.792
internal_count=13191 11207 8584 1984 2623 1482 502
is_linear=0
shrinkage=0.0209926


Tree=11
num_leaves=8
num_cat=0
split_feature=42 40 42 2 42 39 42
split_gain=508.27 208.66 90.7201 67.424 34.0987 22.7261 10.7912
threshold=3.1050000000000004 3.9050000000000007 4.7950000000000008 53.786763732429115 1.6250000000000002 0.273686900712033 6.3650000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.006676395843039285 -0.0059288216517136153 0.033741872162848921 -0.010950499489431101 -0.0044775273309761018 0.018502083828381678 -0.00070778575561621451 -0.016442901568181446
leaf_weight=1267.1517061889172 922.43584397435188 83.836648523807526 433.10323745012283 293.76770895719528 301.56534269452095 614.34028971195221 258.20908951759338
leaf_count=3969 2941 251 1400 928 923 1938 841
internal_value=0.000154878 0.00799345 -0.00669027 0.00457415 0.0218296 -0.00384478 -0.0130089
internal_weight=4174.41 1946.32 2228.09 1560.92 385.402 1536.78 691.312
internal_count=13191 6071 7120 4897 1174 4879 2241
is_linear=0
shrinkage=0.0209926


Tree=12
num_leaves=8
num_cat=0
split_feature=36 34 40 34 40 36 3
split_gain=530.267 203.786 71.479 34.1502 30.4988 15.9937 7.69983
threshold=3.9850000000000008 2.5850000000000004 1.7150000000000001 1.9550000000000003 3.9050000000000007 7.5550000000000006 1617.4602110860146
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.00092753235922618418 0.013932208629017354 -0.0088941449856064451 0.0081674555464523856 -0.0038616127990454274 -0.016285101160114928 0.02107905039909333 0.0015266988092780666
leaf_weight=1614.1868911087513 277.8723227083683 583.85953679680824 504.99138951301575 1104.3664980530739 431.58169168233871 287.40963846445084 92.938033014535904
leaf_count=4344 743 1582 1353 2976 1177 767 249
internal_value=-0.000158925 -0.0040154 0.0122165 -0.00101622 -0.0120401 0.0175744 0.00714326
internal_weight=4897.21 3733.99 1163.21 2718.55 1015.44 565.282 597.929
internal_count=13191 10079 3112 7320 2759 1510 1602
is_linear=0
shrinkage=0.0209926


Tree=13
num_leaves=8
num_cat=0
split_feature=41 148 85 36 37 149 27
split_gain=71.1948 36.2095 23.1942 10.0488 9.87705 6.79838 3.14662
threshold=2.3650000000000007 0.24185130950380487 -0.27388994307400377 5.4350000000000014 0.39146013920548833 0.56872619447711881 0.59950000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=-0.0022167242399630514 -0.012661595051750041 0.010771913288378216 0.0018275530145304237 -0.011079436963443292 -0.010163178316030514 -0.0026005151028831845 -0.0035473733227410179
leaf_weight=682.05499842762947 165.69501656293869 135.40184777975082 2355.6959241628647 61.88667169213295 80.483001530170441 157.34613528847694 20.241063177585602
leaf_count=2467 617 482 8444 230 298 578 75
internal_value=3.97091e-05 0.00110086 0.00231564 -0.00296042 -0.00804986 -0.00517987 -0.0116951
internal_weight=3658.8 3235.04 2491.1 743.942 423.765 237.829 185.936
internal_count=13191 11623 8926 2697 1568 876 692
is_linear=0
shrinkage=0.0209926


Tree=14
num_leaves=8
num_cat=0
split_feature=34 36 34 36 95 35 145
split_gain=532.502 220.874 87.5808 44.105 31.9559 21.5813 8.7603
threshold=2.6850000000000005 3.0650000000000004 4.0750000000000011 4.5250000000000012 2.9999999999999987 4.7750000000000012 0.7793500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 4 6 -3 -1 -4 -2
right_child=2 3 5 -5 -6 -7 -8
leaf_value=0.0032871965819788731 0.009325878290503015 -0.0060245061658357685 0.02121140763085138 -0.012992678385553054 -0.00344154063089815 0.034339777648853556 0.017268702629128056
leaf_weight=1318.5373886525631 463.10149729251862 921.47517797350883 199.0064640045166 713.35082158446312 406.4526073038578 79.027533859014511 72.612115055322647
leaf_count=4145 1426 2948 598 2331 1287 233 223
internal_value=0.000150523 -0.00353861 0.0153882 -0.00906797 0.00169896 0.0249602 0.0104114
internal_weight=4173.56 3359.82 813.748 1634.83 1724.99 278.034 535.714
internal_count=13191 10711 2480 5279 5432 831 1649
is_linear=0
shrinkage=0.0209926


Tree=15
num_leaves=8
num_cat=0
split_feature=36 40 36 85 85 40 36
split_gain=502.497 117.367 117.316 43.2167 30.1367 23.4858 17.4493
threshold=2.9650000000000003 3.2450000000000006 5.285000000000001 -0.15205128205128196 0.20097560975609763 3.9050000000000007 7.6950000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=-0.01167059454266926 0.0037849156790716273 -0.0087813334015808785 0.01217154152506821 -0.0017526096053344128 0.016811554268209076 -0.015629791119671728 0.019310631459521978
leaf_weight=219.23389425873756 1412.5628232955933 456.28497099876404 344.31633779406548 1677.6909188330173 83.139956146478653 436.73535150289536 277.82738396525383
leaf_count=592 3792 1238 920 4524 223 1196 741
internal_value=-5.50018e-06 -0.00585895 0.00770328 -0.00290138 0.00451221 -0.012136 0.0153673
internal_weight=4907.79 2789.95 2117.85 1896.92 1495.7 893.02 622.144
internal_count=13226 7550 5676 5116 4015 2434 1661
is_linear=0
shrinkage=0.0209926


Tree=16
num_leaves=8
num_cat=0
split_feature=51 38 54 34 103 42 37
split_gain=89.5196 29.8563 16.5415 9.86679 7.99321 7.31891 4.14648
threshold=1.1650000000000003 0.28546990148648149 1.635 4.995000000000001 1.3015000000000001 2.0850000000000004 0.39146013920548833
decision_type=2 2 2 2 2 2 2
left_child=2 5 3 -1 -3 -2 -4
right_child=1 4 6 -5 -6 -7 -8
leaf_value=-0.0024494815562784412 -0.00485955875904654 0.0054220063977200878 -0.012956818091712312 -0.0099283176473694661 0.011776560038983877 0.0014640581215293051 -0.0063685251466698853
leaf_weight=1345.8882429003716 86.073635399341583 652.48155111074448 88.96668204665184 83.060608923435211 102.68548631668091 1221.5863670706749 87.974103361368179
leaf_count=4881 309 2326 334 307 366 4379 324
internal_value=7.31926e-05 0.00296778 -0.00364204 -0.00288755 0.00629241 0.00104417 -0.00970817
internal_weight=3668.72 2062.83 1605.89 1428.95 755.167 1307.66 176.941
internal_count=13226 7380 5846 5188 2692 4688 658
is_linear=0
shrinkage=0.0209926


Tree=17
num_leaves=8
num_cat=0
split_feature=34 42 34 95 42 42 34
split_gain=485.71 213.65 58.0277 45.6008 41.9839 10.9588 9.61562
threshold=2.8950000000000005 3.5250000000000004 4.9350000000000014 2.9999999999999987 4.8350000000000009 2.0850000000000004 8.3450000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.0036679856077463497 0.016775229979364936 -0.0058406716361666961 0.023648354162235444 -0.0043413777872919361 -0.012593473949336052 0.010204766042221017 0.034951874823187637
leaf_weight=1401.9438415765762 184.10510942339897 1048.4019316732883 125.88496726751328 402.93919357657433 666.63822287321091 304.09514203667641 48.809285223484039
leaf_count=4394 554 3359 372 1276 2200 929 142
internal_value=-5.66004e-05 -0.00316213 0.0164263 0.00187725 -0.00846828 0.0126923 0.0268339
internal_weight=4182.82 3519.92 662.895 1804.88 1715.04 488.2 174.694
internal_count=13226 11229 1997 5670 5559 1483 514
is_linear=0
shrinkage=0.0209926


Tree=18
num_leaves=8
num_cat=0
split_feature=40 42 40 39 40 40 44
split_gain=422.562 158.594 61.7487 42.5831 30.8226 11.6541 7.55066
threshold=2.7050000000000005 4.8350000000000009 3.9050000000000007 0.24274753391511222 1.6950000000000001 2.9850000000000008 7.7350000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.0057095019062457543 -0.0036053385368009089 0.016154140019125577 -0.017537678224845189 -0.00023849010807724865 0.0079589733726320826 -0.0077806429686651064 -0.011708899985758959
leaf_weight=790.59401619434357 490.05263429880142 445.71688684821129 270.48624181747437 1607.6165832281113 376.22061315178871 760.20791766047478 164.41338178515434
leaf_count=2120 1322 1189 744 4331 1006 2062 452
internal_value=-6.17547e-06 0.00445004 -0.00852433 0.00172033 0.0124088 -0.00614791 -0.0153451
internal_weight=4905.31 3220.15 1685.16 2398.21 821.938 1250.26 434.9
internal_count=13226 8646 4580 6451 2195 3384 1196
is_linear=0
shrinkage=0.0209926


Tree=19
num_leaves=8
num_cat=0
split_feature=51 38 35 148 110 42 35
split_gain=86.1977 28.6281 25.43 12.8873 9.19951 7.09895 5.87451
threshold=1.1650000000000003 0.28546990148648149 4.3750000000000009 0.19779146634615383 1.7500000000000002 2.0850000000000004 6.0150000000000006
decision_type=2 2 2 2 2 2 2
left_child=2 5 3 -1 -3 -2 -4
right_child=1 4 6 -5 -6 -7 -8
leaf_value=-0.0058631463092501295 -0.0047990081914176331 0.0017099429762672434 -0.0064948367733377622 -0.00087369667963331347 0.0073713884652144655 0.0014363452204051008 -0.012182557479893495
leaf_weight=304.43658608198166 85.843874782323837 163.63974353671074 250.85523292422295 923.28156921267509 594.5476146042347 1222.7381034493446 122.92686888575554
leaf_count=1111 309 582 938 3325 2110 4379 472
internal_value=7.46871e-05 0.00290867 -0.00357964 -0.00211482 0.00615578 0.00102365 -0.00837816
internal_weight=3668.27 2066.77 1601.5 1227.72 758.187 1308.58 373.782
internal_count=13226 7380 5846 4436 2692 4688 1410
is_linear=0
shrinkage=0.0209926


Tree=20
num_leaves=8
num_cat=0
split_feature=34 42 34 95 39 42 34
split_gain=462.433 141.213 112.023 44.5618 26.2677 19.1275 17.5986
threshold=2.3550000000000004 4.2950000000000008 3.9850000000000008 1.5000000000000007 0.41933867900776389 6.3650000000000011 8.3450000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=0.00069863162314378214 0.0033078426937471926 -0.0092053342130992716 0.019946443351166493 -0.0062097198887801821 0.010670039886563979 -0.015958807509839235 0.033842325809931025
leaf_weight=1461.81368714571 392.75454649329185 729.12451285123825 249.31193628907204 572.19525256752968 474.38645949959755 251.69966393709183 49.451241612434387
leaf_count=4617 1223 2391 733 1828 1445 847 142
internal_value=-5.71429e-05 -0.00440003 0.0111687 -0.00124243 0.00734099 -0.0109433 0.0222625
internal_weight=4180.74 3014.83 1165.9 2034.01 867.141 980.824 298.763
internal_count=13226 9683 3543 6445 2668 3238 875
is_linear=0
shrinkage=0.0209926


Tree=21
num_leaves=8
num_cat=0
split_feature=40 37 41 40 85 85 41
split_gain=404.147 120.208 82.2155 59.4811 24.4082 20.7914 5.26148
threshold=2.7050000000000005 0.53997147567241133 2.4650000000000003 3.9050000000000007 0.20347560975609758 0.30335600907029486 2.3550000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -2 -5
right_child=3 4 -4 6 -6 -7 -8
leaf_value=0.0003969157482062486 -0.0064239054773533701 0.0091266243352512606 0.017757336144145517 -0.013684742514022047 0.021268058672906209 0.012148319764941158 -0.019213527250857947
leaf_weight=2002.0294541418552 1221.7129859030247 1011.4477207958698 127.94870552420616 325.90455207228661 79.395243793725967 26.979714244604111 107.01889914274216
leaf_count=5389 3311 2703 342 899 212 73 297
internal_value=-7.31251e-06 0.00434693 0.00144201 -0.0083499 0.0100147 -0.0060188 -0.0150625
internal_weight=4902.44 3220.82 2129.98 1681.62 1090.84 1248.69 432.923
internal_count=13226 8646 5731 4580 2915 3384 1196
is_linear=0
shrinkage=0.0209926


Tree=22
num_leaves=8
num_cat=0
split_feature=51 35 35 148 40 42 35
split_gain=83.0588 24.5409 23.3366 12.5482 9.5393 7.31613 5.80823
threshold=1.1650000000000003 4.3750000000000009 2.9250000000000003 0.19779146634615383 3.2250000000000005 2.3450000000000002 6.0150000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -4 -3
right_child=2 6 5 -5 -6 -7 -8
leaf_value=-0.0057886156496533541 0.0042352704552195792 -0.0063770048668897157 -0.0028541293012282545 -0.00085824219088576938 0.0094033307267398138 0.0017076518713708422 -0.012056212367210299
leaf_weight=303.36090070009232 601.26255130767822 249.35186636447906 180.45431917905807 922.73744091391563 216.90950295329094 1071.8768754601479 121.74482914805412
leaf_count=1111 2130 938 647 3325 765 3838 472
internal_value=7.67026e-05 -0.0035188 0.0028526 -0.00208201 0.00561124 0.00104651 -0.00825305
internal_weight=3667.7 1597.2 2070.5 1226.1 818.172 1252.33 371.097
internal_count=13226 5846 7380 4436 2895 4485 1410
is_linear=0
shrinkage=0.0209926


Tree=23
num_leaves=8
num_cat=0
split_feature=34 42 42 95 42 35 42
split_gain=442.338 140.27 105.91 36.5349 27.4245 24.3671 18.75
threshold=2.1050000000000004 2.0850000000000004 4.2950000000000008 -2.2499999999999982 2.6550000000000007 4.3750000000000009 6.3650000000000011
decision_type=2 2 2 2 2 2 2
left_child=2 5 3 -1 -3 -2 -4
right_child=1 4 6 -5 -6 -7 -8
leaf_value=0.0034955257974577394 0.016340116096715596 0.0087061889821080946 -0.0090729126549061578 -0.0038122511842001781 0.0022058747848385579 0.027993522445266442 -0.015794512908335983
leaf_weight=395.31814697384834 275.86708146333694 528.36787107586861 723.52130979299545 1263.6567175388336 629.19587951898575 113.5969772040844 248.86701285839081
leaf_count=1245 817 1611 2388 4026 1967 325 847
internal_value=-5.76042e-05 0.00884924 -0.00529592 -0.002068 0.00517706 0.0197514 -0.0107981
internal_weight=4178.39 1547.03 2631.36 1658.97 1157.56 389.464 972.388
internal_count=13226 4720 8506 5271 3578 1142 3235
is_linear=0
shrinkage=0.0209926


Tree=24
num_leaves=8
num_cat=0
split_feature=36 34 36 2 34 34 34
split_gain=444.784 118.607 104.212 25.8186 25.1318 23.7515 17.0774
threshold=2.9650000000000003 2.5850000000000004 5.285000000000001 85.132567092395576 1.635 3.8350000000000004 1.0650000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=-0.0033294269601549268 0.0065850054751985373 -0.0089495554071150427 0.020529381266274672 0.0037680866833237404 0.0010802038361256662 -0.015783596630795427 0.012422917262728103
leaf_weight=1509.1755511164665 855.34371945261955 660.54472216963768 155.44317322969437 265.02538022398949 642.26091623306274 344.52442634105682 467.01375824213028
leaf_count=4073 2289 1805 415 714 1726 958 1246
internal_value=-8.59006e-06 -0.00553392 0.00723252 -0.00226653 0.00422741 -0.0112969 0.014455
internal_weight=4899.33 2779.27 2120.06 1774.2 1497.6 1005.07 622.457
internal_count=13226 7550 5676 4787 4015 2763 1661
is_linear=0
shrinkage=0.0209926


Tree=25
num_leaves=8
num_cat=0
split_feature=51 85 48 36 34 126 44
split_gain=79.9223 22.4718 19.855 17.1247 16.0478 8.93745 4.18987
threshold=1.1650000000000003 -0.34582417582417579 1.5050000000000001 7.6950000000000012 4.9350000000000014 2.2930000000000006 11.725000000000001
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 4 -1 -2 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=-0.0020544366665086766 0.015896519613003215 0.0050262145379563429 0.00071496023384364285 -0.010263187920688007 -0.010633456923377678 -0.013256563876395686 0.0079191000848257385
leaf_weight=1313.8958204984665 71.333433508872986 764.37178814411163 1233.7953961789608 169.34301367402077 104.07643583416939 4.7760463058948508 5.4768193066120139
leaf_count=4776 251 2700 4412 655 394 17 21
internal_value=7.88735e-05 0.00279588 0.00236656 -0.00345646 -0.00268749 0.0140043 -0.00966622
internal_weight=3667.07 2074.28 1998.17 1592.79 1417.97 76.1095 174.82
internal_count=13226 7380 7112 5846 5170 268 676
is_linear=0
shrinkage=0.0209926


Tree=26
num_leaves=8
num_cat=0
split_feature=36 35 38 36 36 36 6
split_gain=461.668 139.034 44.3265 43.8475 12.6498 10.9593 8.53232
threshold=2.8550000000000004 3.9550000000000005 0.27813609933936484 4.4650000000000007 1.3450000000000004 7.1550000000000011 1508.5357279473994
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -3 -5 -2
right_child=3 4 -4 5 -6 -7 -8
leaf_value=0.0079163486414047541 -0.0042067419337645552 0.02551201416963635 0.0018445803943577101 -0.0100100223506013 0.008599372035253813 -0.015494105065121958 -0.0084649767277708531
leaf_weight=983.00731161236763 840.9682380259037 165.21950879693031 1155.1188310682774 477.64731320738792 23.108402758836746 250.61054787039757 280.15490290522575
leaf_count=3009 2714 471 3603 1599 69 859 902
internal_value=-5.80408e-05 0.00616418 0.00463832 -0.00788795 0.0234622 -0.0119038 -0.00527509
internal_weight=4175.84 2326.45 2138.13 1849.38 188.328 728.258 1121.12
internal_count=13226 7152 6612 6074 540 2458 3616
is_linear=0
shrinkage=0.0209926


Tree=27
num_leaves=8
num_cat=0
split_feature=40 35 95 40 39 95 35
split_gain=371.408 140.317 56.7925 55.7185 43.8794 10.8731 4.82318
threshold=2.7050000000000005 3.7050000000000005 -1.499999999999998 3.9050000000000007 0.44036617197580247 1.0000000180025095e-35 4.6550000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -2 -5
right_child=3 4 -4 6 -6 -7 -8
leaf_value=-0.0038186554830593358 -0.0068674434960337713 0.012138001449222485 0.0034934523543163087 -0.013494842368464077 -0.016139840908657936 -0.0022187759469826924 -0.019549746926625304
leaf_weight=645.36634150147438 952.18880888819695 850.37010252475739 1700.6847802996635 354.19667226076126 24.746777564287186 293.39781674742699 74.821222126483917
leaf_count=1739 2589 2272 4567 985 68 795 211
internal_value=-9.75902e-06 0.00415825 0.00147995 -0.00802995 0.0113329 -0.00577629 -0.014562
internal_weight=4895.77 3221.17 2346.05 1674.6 875.117 1245.59 429.018
internal_count=13226 8646 6306 4580 2340 3384 1196
is_linear=0
shrinkage=0.0209926


Tree=28
num_leaves=8
num_cat=0
split_feature=51 38 85 41 85 85 149
split_gain=76.9697 25.336 18.8248 18.3128 17.3529 14.04 8.29338
threshold=1.1650000000000003 0.28546990148648149 -0.41468085106382974 2.3050000000000002 -0.85333333333333328 -0.068542159180456988 0.57302186860974946
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 -5
right_child=1 5 -4 6 -6 -7 -8
leaf_value=0.024933921488065565 0.015736719383171494 0.011578809328786334 0.00053309461020200699 -0.010202778448592078 -0.0021303715774378638 0.004367426501253888 -0.0045796950029938317
leaf_weight=10.517386406660078 36.971937149763107 148.99425074458122 1274.2188056707382 189.98271116614342 1079.1852466315031 617.64890053868294 308.81870433688164
leaf_count=38 130 521 4558 726 3920 2171 1162
internal_value=8.15844e-05 0.00274235 0.00096544 -0.00339581 -0.00186477 0.00577517 -0.00673099
internal_weight=3666.34 2077.83 1311.19 1588.5 1089.7 766.643 498.801
internal_count=13226 7380 4688 5846 3958 2692 1888
is_linear=0
shrinkage=0.0209926


Tree=29
num_leaves=8
num_cat=0
split_feature=36 34 36 42 38 42 1
split_gain=442.321 182.596 42.6174 36.1198 14.5692 11.461 10.8194
threshold=2.8550000000000004 3.1150000000000007 4.4650000000000007 1.7450000000000003 0.27813609933936484 6.3650000000000011 1565.6953960582962
decision_type=2 2 2 2 2 2 2
left_child=1 4 6 -3 -1 -4 -2
right_child=2 3 5 -5 -6 -7 -8
leaf_value=0.0051085397584716852 -0.0042345111037357143 0.024483026240939291 -0.0098272609864786774 0.012878619396334352 0.0012180700104771761 -0.015485789932653293 -0.0097442360113433549
leaf_weight=701.70431673526764 925.94115462899208 175.64298975467682 478.62458854913712 372.70889091491699 1083.767016351223 243.16977936029434 191.5205454826355
leaf_count=2170 2997 498 1612 1099 3385 846 619
internal_value=-5.90829e-05 0.00600704 -0.00775896 0.0166044 0.00274973 -0.0117402 -0.00518309
internal_weight=4173.08 2333.82 1839.26 548.352 1785.47 721.794 1117.46
internal_count=13226 7152 6074 1597 5555 2458 3616
is_linear=0
shrinkage=0.0209926


Tree=30
num_leaves=8
num_cat=0
split_feature=34 42 34 85 42 85 34
split_gain=415.633 112.506 78.9983 45.528 35.2778 23.6303 22.6297
threshold=1.8550000000000002 4.8350000000000009 2.5250000000000004 -0.23643132220795887 6.7750000000000012 0.23842293906810033 4.4150000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=-0.010176396441815385 -0.0033591178086537902 0.0094034554917267078 -0.008800294654653925 0.0038067176596785967 0.018806382770836204 0.010982722931045782 -0.016120177030979305
leaf_weight=109.31178662180901 1260.5419027507305 569.53547686338425 816.18457105755806 1637.1684502363205 257.16911721229553 52.606209635734558 244.25685834884644
leaf_count=294 3406 1520 2242 4393 688 142 688
internal_value=0.000107222 0.00595241 -0.00622747 0.00292878 0.0123343 -0.00278093 -0.0104908
internal_weight=4946.77 2573.18 2373.59 1746.48 826.705 1313.15 1060.44
internal_count=13373 6895 6478 4687 2208 3548 2930
is_linear=0
shrinkage=0.0209926


Tree=31
num_leaves=8
num_cat=0
split_feature=49 38 38 150 50 150 122
split_gain=60.2398 29.5498 21.4537 16.3974 9.50941 8.59134 5.55136
threshold=2.6750000000000003 0.19509469876784688 0.26292293542630313 0.63244830539581554 1.0850000000000002 0.40982842020780469 3.3820000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 6 5 -3 -4 -2 -1
right_child=2 3 4 -5 -6 -7 -8
leaf_value=-0.0082558758124664892 0.01141422036129709 -0.00036835124079979509 0.0067007921128935978 -0.005790580118286647 0.002885206646701389 -0.0036004277585114158 0.015607174330276752
leaf_weight=331.68317833542824 18.055722117424011 1632.8545324802399 487.79972329735756 289.86953774094582 719.79722821712494 220.69571799039841 4.2155974805355063
leaf_count=1265 65 5900 1708 1081 2544 794 16
internal_value=-5.15083e-05 -0.00219483 0.00329221 -0.00118829 0.00443044 -0.00244491 -0.00794216
internal_weight=3704.97 2258.62 1446.35 1922.72 1207.6 238.751 335.899
internal_count=13373 8262 5111 6981 4252 859 1281
is_linear=0
shrinkage=0.0209926


Tree=32
num_leaves=8
num_cat=0
split_feature=34 34 42 95 34 39 42
split_gain=411.449 115.125 96.9179 48.519 26.8335 14.3955 11.7766
threshold=2.1150000000000007 3.5150000000000001 4.8350000000000009 1.5000000000000007 6.6650000000000009 0.42737264099363187 6.3650000000000011
decision_type=2 2 2 2 2 2 2
left_child=2 5 3 -1 -3 -2 -4
right_child=1 4 6 -5 -6 -7 -8
leaf_value=-0.00052308492454221128 0.0035503304154770759 0.015227450742299998 -0.0099319446777995056 -0.007429742880557086 0.028520475977265512 0.0087734017700489639 -0.015845480795975204
leaf_weight=1342.3077744841576 815.47340536117554 327.04643639922142 396.0787193775177 674.24122607707977 85.681854486465454 328.79042261838913 245.9840515255928
leaf_count=4280 2528 944 1347 2186 238 985 865
internal_value=-7.94158e-05 0.0084894 -0.00509946 -0.00283472 0.0179986 0.00505529 -0.012205
internal_weight=4215.6 1556.99 2658.61 2016.55 412.728 1144.26 642.063
internal_count=13373 4695 8678 6466 1182 3513 2212
is_linear=0
shrinkage=0.0209926


Tree=33
num_leaves=8
num_cat=0
split_feature=36 34 40 85 34 85 85
split_gain=442.775 145.787 61.6901 52.4273 22.5802 20.7628 7.24745
threshold=3.7750000000000004 2.4950000000000006 1.6250000000000002 0.26550368550368558 4.4150000000000009 -0.11189852700490999 -0.20102564102564102
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -3 -4 -2
right_child=2 4 5 -5 -6 -7 -8
leaf_value=-0.0015438569178467547 0.0063210505697276374 -0.0085418645722875955 -0.0014490436910551659 0.015039801770490278 -0.015843526420073126 0.0083570906132531299 0.017483450519433671
leaf_weight=2415.47389498353 28.791066616773605 843.65025818347931 107.00715851783752 87.00084576010704 242.68619012832642 803.94075581431389 414.09597337245941
leaf_count=6511 77 2322 286 234 688 2147 1108
internal_value=0.000102893 -0.00375523 0.0103337 -0.0009654 -0.0101774 0.00719994 0.0167686
internal_weight=4942.65 3588.81 1353.83 2502.47 1086.34 910.948 442.887
internal_count=13373 9755 3618 6745 3010 2433 1185
is_linear=0
shrinkage=0.0209926


Tree=34
num_leaves=8
num_cat=0
split_feature=35 35 85 55 42 85 39
split_gain=92.3276 34.6031 20.7918 16.5008 9.73404 8.39814 5.75364
threshold=3.1950000000000007 4.1350000000000007 -0.13132376395534293 1.6250000000000002 2.4050000000000007 -0.47050505050505048 0.29292442295862059
decision_type=2 2 2 2 2 2 2
left_child=2 4 5 -4 -2 -1 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=0.017537390147464322 -0.004850115155110816 -0.0064754077861643904 0.00026001601044670704 0.0043424809526560948 -0.00055012095523966555 0.006794268237748014 -0.011159568126848611
leaf_weight=37.921924859285355 322.2864853143692 293.9313285946846 976.18290936946869 792.84923261404037 839.77439296245575 240.21744883060455 200.55275017023087
leaf_count=132 1170 1124 3497 2781 3039 843 787
internal_value=-4.53118e-05 -0.00373117 0.0029349 0.00209241 -0.0017468 0.00827619 -0.00838488
internal_weight=3703.72 1656.54 2047.17 1769.03 1162.06 278.139 494.484
internal_count=13373 6120 7253 6278 4209 975 1911
is_linear=0
shrinkage=0.0209926


Tree=35
num_leaves=8
num_cat=0
split_feature=36 36 57 36 85 85 36
split_gain=406.706 62.8828 91.3523 48.0056 14.3006 12.3926 5.31155
threshold=2.8950000000000005 1.9750000000000003 1.0000000180025095e-35 5.495000000000001 -0.25830845771144278 0.16893280632411059 7.5550000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=0.00079627202019121187 0.0041639363347457138 0.0026896528158309994 0.013037855257149428 -0.011238868633601698 -0.0061375227062800668 -0.0063175540807971194 -0.015949285241823308
leaf_weight=405.05847585201263 61.689346671104431 1134.8408980071545 802.73690021038055 220.99912643432617 1291.0840367972851 71.273244470357895 224.48231637477875
leaf_count=1275 202 3532 2340 763 4241 223 797
internal_value=-7.97595e-05 0.00554923 0.00893635 -0.00763856 -0.00566422 0.00215342 -0.0136232
internal_weight=4212.16 2413.91 1207.8 1798.25 1352.77 1206.11 445.481
internal_count=13373 7370 3615 6003 4443 3755 1560
is_linear=0
shrinkage=0.0209926


Tree=36
num_leaves=8
num_cat=0
split_feature=36 34 34 95 34 95 36
split_gain=423.731 140.085 54.5555 43.3918 22.2683 14.9662 6.82491
threshold=3.7750000000000004 2.4950000000000006 1.2150000000000001 1.5000000000000007 4.4150000000000009 4.3499999999999988 14.175000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -3 -4 -2
right_child=2 4 5 -5 -6 -7 -8
leaf_value=-0.002697548570782676 0.015068852093712757 -0.0083622019960579545 0.0049577583766626677 0.0034189156189741374 -0.015629948724477014 0.010394529601786615 0.022260216712926939
leaf_weight=1786.4798022806644 352.7874299287796 841.46335023641586 538.80663099884987 715.52182984352112 241.41802582144737 387.72153463959694 74.008329391479492
leaf_count=4821 945 2322 1439 1924 688 1035 199
internal_value=9.8646e-05 -0.00367862 0.010108 -0.000946453 -0.00998689 0.00723803 0.0163271
internal_weight=4938.21 3584.88 1353.32 2502 1082.88 926.528 426.796
internal_count=13373 9755 3618 6745 3010 2474 1144
is_linear=0
shrinkage=0.0209926


Tree=37
num_leaves=8
num_cat=0
split_feature=35 35 85 47 42 85 28
split_gain=88.9647 33.5471 20.0803 17.1469 9.48257 8.05156 4.34927
threshold=3.1950000000000007 4.1350000000000007 -0.13132376395534293 1.6250000000000002 2.4050000000000007 -0.47050505050505048 3.5857142857142863
decision_type=2 2 2 2 2 2 2
left_child=2 4 5 -4 -2 -1 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=0.01714590756428996 -0.0047835539521758758 -0.011136474142619384 -0.00065755082542311117 0.0036232868059110704 -0.00053446410146360175 0.0066650507744931749 -0.0068463967292778823
leaf_weight=38.242454797029495 321.32416436076164 161.6474529504776 649.21220475435257 1122.1655061841011 839.27584263682365 241.09584203362465 329.38206149637699
leaf_count=132 1170 631 2338 3940 3039 843 1280
internal_value=-3.89003e-05 -0.00366622 0.00288018 0.00205166 -0.00171499 0.00811703 -0.00826843
internal_weight=3702.35 1651.63 2050.72 1771.38 1160.6 279.338 491.03
internal_count=13373 6120 7253 6278 4209 975 1911
is_linear=0
shrinkage=0.0209926


Tree=38
num_leaves=8
num_cat=0
split_feature=34 34 35 39 35 56 39
split_gain=377.478 104.82 76.2903 44.0778 29.2202 13.2072 12.366
threshold=2.1150000000000007 3.5150000000000001 3.7850000000000006 0.27944918421124476 4.3150000000000004 1.8550000000000002 0.42737264099363187
decision_type=2 2 2 2 2 2 2
left_child=2 6 3 -1 -3 -4 -2
right_child=1 4 5 -5 -6 -7 -8
leaf_value=-0.0057880723659499075 0.0034036230225382787 0.013351193011229093 -0.014011387138045305 0.00040914538599533403 0.025456866618750941 -0.0075766206499263107 0.0082258320068771262
leaf_weight=1117.8855514526367 818.32465901970863 289.1217982172966 365.94882795214653 921.21686312556267 128.54749125242233 235.31331712007523 332.28767374157906
leaf_count=3689 2528 828 1294 2898 354 797 985
internal_value=-8.03898e-05 0.00807603 -0.00492682 -0.00298598 0.0170884 -0.011501 0.00480039
internal_weight=4208.65 1568.28 2640.36 2039.1 417.669 601.262 1150.61
internal_count=13373 4695 8678 6587 1182 2091 3513
is_linear=0
shrinkage=0.0209926


Tree=39
num_leaves=8
num_cat=0
split_feature=34 35 34 95 34 34 95
split_gain=366.245 124.366 69.6289 52.1982 20.9298 19.8294 16.0081
threshold=1.8550000000000002 4.1350000000000007 2.5250000000000004 1.5000000000000007 4.4150000000000009 1.3450000000000004 1.5000000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -4 -3 -2
right_child=2 5 4 -5 -6 -7 -8
leaf_value=0.00037407755372092545 -0.0039661726872151871 0.015167407539930382 -0.0082793929020898698 0.007266181844802838 -0.015375808807735977 -0.0053045816725643237 0.001417485995776602
leaf_weight=1205.0789238214493 990.30191299319267 534.2464627623558 809.99320307374001 811.38650426268578 239.81984719634056 21.342706948518753 321.18433168530464
leaf_count=3234 2682 1433 2242 2171 688 57 866
internal_value=9.43586e-05 0.00557577 -0.00587426 0.0031497 -0.00990506 0.0143724 -0.00264406
internal_weight=4933.35 2572.05 2361.3 2016.47 1049.81 555.589 1311.49
internal_count=13373 6895 6478 5405 2930 1490 3548
is_linear=0
shrinkage=0.0209926


Tree=40
num_leaves=8
num_cat=0
split_feature=35 35 47 80 45 118 37
split_gain=85.6277 32.3271 17.5378 11.4936 8.74643 7.36762 5.7268
threshold=3.1950000000000007 4.1350000000000007 1.8750000000000002 0.032923425780568609 1.1950000000000001 2.5500000000000003 0.51909562314761881
decision_type=2 2 2 2 2 2 2
left_child=2 5 3 -1 -4 -2 -3
right_child=1 6 4 -5 -6 -7 -8
leaf_value=-0.0082256228512485163 -0.0022326877301698162 -0.010932762156783226 0.016000491643903304 0.001796344756312741 0.0049529417008851995 0.0034639588561349906 -0.0062250336967368675
leaf_weight=52.344426095485687 1049.3833540976048 197.1815230101347 33.583830386400223 1285.2064331769943 683.14319002628326 109.98744958639145 290.05002471804619
leaf_count=193 3808 787 117 4569 2374 401 1124
internal_value=-3.22757e-05 -0.00360017 0.00282523 0.00140057 0.00547727 -0.00168813 -0.00814005
internal_weight=3700.88 1646.6 2054.28 1337.55 716.727 1159.37 487.232
internal_count=13373 6120 7253 4762 2491 4209 1911
is_linear=0
shrinkage=0.0209926


Tree=41
num_leaves=8
num_cat=0
split_feature=34 34 35 95 35 56 39
split_gain=361.301 99.367 74.025 45.9883 29.4842 12.9682 10.3348
threshold=2.1150000000000007 3.3750000000000004 3.7850000000000006 1.5000000000000007 4.3150000000000004 1.8550000000000002 0.35101022428147804
decision_type=2 2 2 2 2 2 2
left_child=2 6 3 -1 -3 -4 -2
right_child=1 4 5 -5 -6 -7 -8
leaf_value=-0.00057801935933599578 0.0010367414241699167 0.012736365017973209 -0.01385642411612339 -0.0071696026551749071 0.024631045616853475 -0.0074554337095067659 0.0056815566028760355
leaf_weight=1308.9885089993477 286.77674704790115 327.61846509575844 361.92514652013779 726.23375731706619 129.71936053037643 234.03632393479347 829.36740407347679
leaf_count=4196 896 936 1294 2391 355 797 2508
internal_value=-8.11659e-05 0.00787524 -0.00484101 -0.00293246 0.0161206 -0.0113508 0.00449242
internal_weight=4204.67 1573.48 2631.18 2035.22 457.338 595.961 1116.14
internal_count=13373 4695 8678 6587 1291 2091 3404
is_linear=0
shrinkage=0.0209926


Tree=42
num_leaves=8
num_cat=0
split_feature=36 34 85 34 85 34 36
split_gain=390.019 128.653 50.5574 50.0876 21.3331 20.984 6.66684
threshold=3.7750000000000004 2.4950000000000006 0.26550368550368558 1.2150000000000001 -0.11189852700490999 4.1250000000000009 7.6950000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=-0.0014954871022318801 0.011878278502406336 -0.0078651213845601919 0.014779759626450825 -0.0017749784558809113 0.0081099879331601454 -0.014591738366526589 0.017581887036985232
leaf_weight=2414.0577915012836 143.09113359451294 796.90186360478401 87.113538563251495 108.15700832009315 818.51709648966789 278.55369207262993 281.94005730748177
leaf_count=6511 383 2207 234 289 2185 803 761
internal_value=8.99157e-05 -0.00353958 -0.000926724 0.00969715 0.0069511 -0.00961183 0.015673
internal_weight=4928.33 3576.63 2501.17 1351.71 926.674 1075.46 425.031
internal_count=13373 9755 6745 3618 2474 3010 1144
is_linear=0
shrinkage=0.0209926


Tree=43
num_leaves=8
num_cat=0
split_feature=51 38 54 38 11 141 37
split_gain=67.6913 26.0916 15.2847 11.691 11.2155 8.55029 6.41729
threshold=1.1650000000000003 0.28546990148648149 1.6250000000000002 0.19509469876784688 2.7928571428571431 -2.3664999999999998 0.39146013920548833
decision_type=2 2 2 2 2 2 2
left_child=2 5 3 -1 -3 -2 -4
right_child=1 4 6 -5 -6 -7 -8
leaf_value=-0.0068124655055114627 0.028736551804901922 0.0053089461997194521 -0.01271495194151573 -0.0016657732346210205 0.034846737296678677 0.0005633035010837766 -0.0048230950702996475
leaf_weight=233.84301623702049 4.7725183963775626 764.59804087877274 96.361554443836212 1189.0109489262104 5.7687365710735312 1314.1406989395618 90.890485987067223
leaf_count=918 17 2646 385 4349 20 4689 349
internal_value=-2.56416e-05 0.00246591 -0.00326166 -0.00251498 0.00553634 0.000668874 -0.00890984
internal_weight=3699.39 2089.28 1610.11 1422.85 770.367 1318.91 187.252
internal_count=13373 7372 6001 5267 2666 4706 734
is_linear=0
shrinkage=0.0209926


Tree=44
num_leaves=8
num_cat=0
split_feature=36 34 36 95 36 95 36
split_gain=362.291 142.662 44.6138 35.5365 26.7609 19.9792 5.23862
threshold=2.8950000000000005 3.3150000000000004 5.495000000000001 -3.75 1.2150000000000001 1.0000000180025095e-35 7.5550000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.0072779856202374845 -0.0029816258858641688 0.024865293329960264 -0.010785287064803233 0.00089864692111358679 0.012771009778100931 -0.0081342286024582346 -0.015533132724871558
leaf_weight=529.73977002501488 710.3958657681942 103.90935692191124 215.41123327612877 1414.9674242436886 380.717529296875 628.87683415412903 216.58994877338409
leaf_count=1616 2335 282 763 4390 1082 2108 797
internal_value=-8.1773e-05 0.00518135 -0.00730293 0.00263884 0.015374 -0.00540468 -0.0131768
internal_weight=4200.61 2429.33 1771.27 1944.71 484.627 1339.27 432.001
internal_count=13373 7370 6003 6006 1364 4443 1560
is_linear=0
shrinkage=0.0209926


Tree=45
num_leaves=8
num_cat=0
split_feature=36 34 36 85 85 34 85
split_gain=321.651 99.2485 81.7777 46.4076 28.949 20.2214 7.8883
threshold=3.0350000000000006 3.1550000000000007 4.6350000000000007 -0.070757575757575741 -0.36222222222222217 1.0650000000000002 0.11128054740957956
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -4 -3
right_child=2 6 5 -5 -6 -7 -8
leaf_value=-0.0091282509581292956 -0.017349123357982325 -0.013226314238489337 0.018272205940939427 -0.0012975260860233189 0.0033464172818992149 0.0098050337158804898 -0.0030104149782884072
leaf_weight=404.85224586725235 30.495220333337784 518.88698899745941 154.4824706017971 1906.3065423369408 1173.9307716488838 678.02242735028267 36.910125643014908
leaf_count=1104 82 1482 419 5174 3143 1815 105
internal_value=-5.66423e-05 -0.00458936 0.00632076 -0.00267132 0.00281845 0.011382 -0.0125565
internal_weight=4903.89 2866.96 2036.93 2311.16 1204.43 832.505 555.797
internal_count=13324 7865 5459 6278 3225 2234 1587
is_linear=0
shrinkage=0.0209926


Tree=46
num_leaves=8
num_cat=0
split_feature=51 85 38 85 41 122 85
split_gain=53.1207 19.0653 17.7202 20.0087 17.1886 8.27786 4.69594
threshold=1.2050000000000003 0.11128054740957956 0.28546990148648149 -0.53249999999999986 2.6650000000000005 2.1940000000000004 0.34969696969696962
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -4 -3
right_child=2 6 5 -5 -6 -7 -8
leaf_value=-0.00043695329244818716 0.026075799982113099 -0.0061256805849683009 0.0060397363408709413 0.0010365778519123019 -0.0083641567047042942 -0.01382233862744223 -0.014120893822590005
leaf_weight=1729.4732561260462 14.315765321254728 114.23218037188053 763.03924566507339 877.72776815295219 129.74551033973694 9.2164537906646711 47.690671592950821
leaf_count=6355 49 425 2632 3121 530 32 180
internal_value=0.000688074 -0.00159733 0.00346637 0.00144377 -0.000992724 0.0057965 -0.00851001
internal_weight=3685.44 2021.14 1664.3 892.044 1859.22 772.256 161.923
internal_count=13324 7490 5834 3170 6885 2664 605
is_linear=0
shrinkage=0.0209926


Tree=47
num_leaves=8
num_cat=0
split_feature=34 36 95 36 36 95 49
split_gain=325.813 164.136 37.4194 34.0827 22.478 8.08727 6.47006
threshold=3.0650000000000004 3.0350000000000006 -3.75 5.7750000000000012 1.3450000000000004 -5.2499999999999973 2.5650000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.0059169475064616839 0.020593461851055324 -0.0062655037014771068 -0.00064348308275252904 -0.013521891908133854 0.014178880967064596 0.0081758811406310826 0.0060164330351580265
leaf_weight=519.0400225520134 182.2357325553894 1220.2142153978348 1459.935241997242 374.74664783477783 180.8739441037178 232.68799513578415 15.510748118162153
leaf_count=1587 497 4086 4551 1373 518 669 43
internal_value=-0.000538393 -0.0029619 0.00107475 -0.00797344 0.0136225 0.0108129 0.0194742
internal_weight=4185.24 3573.94 1978.98 1594.96 611.308 413.562 197.746
internal_count=13324 11597 6138 5459 1727 1187 540
is_linear=0
shrinkage=0.0209926


Tree=48
num_leaves=8
num_cat=0
split_feature=34 35 34 95 95 35 34
split_gain=305.805 95.7899 68.9599 42.1146 22.6485 22.0349 6.99322
threshold=1.925 3.7950000000000004 3.1950000000000007 -1.5000000000000002 5.9999999999999991 6.0150000000000006 5.0550000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=-0.0038755989315436851 -0.0046403622191540008 0.0092530221498112932 -0.010857872735501532 0.0037359429348271999 0.003439752321461311 0.018509553832561376 -0.01616964557642785
leaf_weight=401.51575690507889 1463.8893265426159 611.14209246635437 371.92037814855576 1575.8526378273964 170.00859245657921 140.98437434434891 163.26082336902618
leaf_count=1081 3998 1639 1058 4223 461 384 480
internal_value=-5.83623e-05 0.0046164 -0.00594312 0.00218796 -0.00379669 0.0109945 -0.0124872
internal_weight=4898.57 2729.49 2169.08 1977.37 1633.9 752.126 535.181
internal_count=13324 7327 5997 5304 4459 2023 1538
is_linear=0
shrinkage=0.0209926


Tree=49
num_leaves=8
num_cat=0
split_feature=35 148 85 85 37 85 30
split_gain=61.4277 27.4073 24.4089 15.9862 16.3414 6.88855 1.43665
threshold=3.4650000000000003 0.22751819289406963 -0.36222222222222217 0.18657596371882076 0.40963514220760305 -0.18201372997711676 0.17405329593267879
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=0.0061494947318428963 -0.0066248031163819859 0.015393468466339492 0.0029199634131232967 -0.017206048252041892 -0.0009523751774251387 -0.0034077754876345647 -0.010336170759719402
leaf_weight=36.127468347549438 344.21518133580685 71.656390517950058 2145.2461249828339 31.170184135437012 647.00527095794678 376.74926656484604 33.666494891047478
leaf_count=128 1339 244 7553 120 2439 1370 131
internal_value=0.000681034 0.0023995 0.0033253 -0.00359373 -0.00292703 -0.00255992 -0.0137126
internal_weight=3685.84 2629.78 2216.9 1056.06 991.22 412.877 64.8367
internal_count=13324 9295 7797 4029 3778 1498 251
is_linear=0
shrinkage=0.0209926


Tree=50
num_leaves=8
num_cat=0
split_feature=34 36 95 36 34 47 148
split_gain=311.267 158.05 36.7717 33.3384 21.8162 8.41687 7.22523
threshold=3.0650000000000004 3.0350000000000006 4.3499999999999988 5.7750000000000012 4.0250000000000012 1.5150000000000003 0.28102765672619562
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.002298648118402294 0.010251915006716135 -0.0061604208350351823 -0.0054800913670681167 -0.013372134682230244 0.019377248574000413 0.011814640288262394 -0.00025893194993831779
leaf_weight=1661.4891531467438 262.87956076860428 1214.9968423545361 319.03965866565704 370.51633256673813 222.27544161677361 97.371056795120239 31.377378076314926
leaf_count=5126 758 4086 1012 1373 607 271 91
internal_value=-0.00053099 -0.00290895 0.00104317 -0.00784873 0.0132743 0.0170885 0.00911487
internal_weight=4179.95 3566.04 1980.53 1585.51 613.903 319.646 294.257
internal_count=13324 11597 6138 5459 1727 878 849
is_linear=0
shrinkage=0.0209926


Tree=51
num_leaves=8
num_cat=0
split_feature=36 34 36 95 34 34 95
split_gain=294.727 91.8639 76.1691 36.5988 18.9343 16.1829 14.8302
threshold=3.0350000000000006 2.6850000000000005 4.6350000000000007 5.9999999999999991 1.0650000000000002 4.3450000000000006 -2.2499999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -4 -3 -2
right_child=2 5 4 -5 -6 -7 -8
leaf_value=-0.003019315844641786 -0.002070759191066225 -0.0082219319539050331 0.017638432687702911 0.0053248171284924423 0.0094161199377794519 -0.014556339405335768 0.0038117842946294926
leaf_weight=1705.578529715538 233.29606139659882 633.0516916513443 153.26846781373024 267.71438354253769 676.83424040675163 251.75972145795822 971.66371229290962
leaf_count=4626 626 1776 419 721 1815 742 2599
internal_value=-5.96214e-05 -0.00440801 0.00604503 -0.00188485 0.01094 -0.0100297 0.00266888
internal_weight=4893.17 2858.1 2035.06 1973.29 830.103 884.811 1204.96
internal_count=13324 7865 5459 5347 2234 2518 3225
is_linear=0
shrinkage=0.0209926


Tree=52
num_leaves=8
num_cat=0
split_feature=35 148 145 35 10 145 26
split_gain=58.8502 26.494 16.3928 13.5413 6.75793 5.84916 4.95509
threshold=3.4650000000000003 0.22751819289406963 0.20935000000000004 6.0150000000000006 0.79285714285714304 0.5152500000000001 0.36050000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.015297012736745642 0.0015613990985930697 0.00018996298327213324 0.0043225675938638715 -0.011889266960687973 -0.0034287227866085595 0.0042929786310701669 -0.0028335705160015333
leaf_weight=6.6773705780506125 139.22046107053757 572.2290395796299 1649.1689306497574 103.53996352851391 799.23394964635372 10.416313067078589 405.65768215060234
leaf_count=24 527 2014 5783 438 3020 44 1474
internal_value=0.000674293 0.0023521 0.00326017 -0.00352 -0.00268334 -0.0103682 -0.00252837
internal_weight=3686.14 2633.73 2221.4 1052.41 938.454 113.956 412.335
internal_count=13324 9295 7797 4029 3547 482 1498
is_linear=0
shrinkage=0.0209926


Tree=53
num_leaves=8
num_cat=0
split_feature=36 34 95 36 34 95 85
split_gain=298.433 151.07 35.6897 32.6086 20.7352 9.55436 3.83759
threshold=3.0350000000000006 3.0650000000000004 -3.75 5.7750000000000012 3.9850000000000008 1.0000000180025095e-35 -0.43190476190476185
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -2 -5
right_child=3 4 -4 6 -6 -7 -8
leaf_value=0.005738537851706936 -0.0042874899615821197 0.0087816963090736992 -0.00065894067153910699 0.0033173885259850295 0.016550563178177293 -0.008050244218150664 -0.013499247147214337
leaf_weight=521.07752019166946 640.68825393915176 288.30161273479462 1460.4335681498051 5.6189122796058646 328.04934030771255 569.42612841725349 360.80101808905602
leaf_count=1587 2141 829 4551 21 898 1945 1352
internal_value=-0.000524393 0.00384695 0.00102099 -0.00773066 0.0129244 -0.00606203 -0.0132283
internal_weight=4174.4 2597.86 1981.51 1576.53 616.351 1210.11 366.42
internal_count=13324 7865 6138 5459 1727 4086 1373
is_linear=0
shrinkage=0.0209926


Tree=54
num_leaves=8
num_cat=0
split_feature=36 40 36 85 85 36 40
split_gain=281.442 85.2415 73.1765 43.4274 27.8358 18.4019 12.0135
threshold=3.0350000000000006 3.3250000000000006 4.6350000000000007 0.28714285714285709 -0.36222222222222217 10.425000000000002 3.9050000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -4 -3
right_child=2 6 5 -5 -6 -7 -8
leaf_value=-0.0026128333990764951 -0.017193229585222188 -0.0074046656552444251 0.0093270392973521001 0.015438229655694788 0.0031145812157685228 0.017906469676236544 -0.012670155692599988
leaf_weight=2011.4517184197903 30.454048246145248 363.95518982410431 695.81485000252724 60.4359390437603 1174.7423620522022 132.86816421151161 417.63841927051544
leaf_count=5465 82 1015 1869 163 3143 365 1222
internal_value=-6.13777e-05 -0.00431538 0.00590453 -0.00208399 0.00259746 0.0107084 -0.0102244
internal_weight=4887.36 2853.48 2033.88 2071.89 1205.2 828.683 781.594
internal_count=13324 7865 5459 5628 3225 2234 2237
is_linear=0
shrinkage=0.0209926


Tree=55
num_leaves=8
num_cat=0
split_feature=35 85 148 85 35 85 119
split_gain=56.3995 26.2889 20.9083 15.8055 13.6237 9.23325 1.25059
threshold=3.4650000000000003 -0.068542159180456988 0.22751819289406963 0.18657596371882076 6.0150000000000006 -0.36222222222222217 1.9000000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=0.013002368649105166 -0.0019147461526248289 -0.0033231334721285691 0.0022340644084086476 -0.014779250709288788 -0.0098618203422332334 0.0053597792001712713 -0.0051987756175613832
leaf_weight=86.033627808094025 877.64075377583504 357.23277458548546 1795.5748047828674 55.470133230090141 107.14118641614914 398.69776317477226 8.5582676380872709
leaf_count=292 3320 1303 6308 218 458 1392 33
internal_value=0.000668456 0.00230694 0.00130969 -0.00344744 -0.00278422 0.0067261 -0.0135733
internal_weight=3686.35 2637.54 2152.81 1048.81 984.782 484.731 64.0284
internal_count=13324 9295 7611 4029 3778 1684 251
is_linear=0
shrinkage=0.0209926


Tree=56
num_leaves=8
num_cat=0
split_feature=36 34 95 36 36 95 35
split_gain=286.584 144.036 34.599 31.9284 19.8995 9.30341 2.74697
threshold=3.0350000000000006 3.0650000000000004 4.3499999999999988 5.7750000000000012 1.3450000000000004 1.0000000180025095e-35 5.745000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -2 -5
right_child=3 4 -4 6 -6 -7 -8
leaf_value=0.0022046752581009132 -0.0042071635045970923 0.018077604336781291 -0.0053532003320164714 -0.011777613595972437 0.0099710582482337422 -0.0079285870173736138 -0.015919675495258578
leaf_weight=1665.2019306719303 638.74973073601723 199.83915027976036 317.65046915411949 249.08811259269714 418.72843024134636 566.24281775951385 113.23702001571655
leaf_count=5126 2141 540 1012 936 1187 1945 437
internal_value=-0.000518001 0.00375308 0.000991502 -0.00761016 0.0125977 -0.00595988 -0.0130853
internal_weight=4168.74 2601.42 1982.85 1567.32 618.568 1204.99 362.325
internal_count=13324 7865 6138 5459 1727 4086 1373
is_linear=0
shrinkage=0.0209926


Tree=57
num_leaves=8
num_cat=0
split_feature=34 35 34 37 35 40 56
split_gain=270.205 83.98 61.7372 23.2617 20.0661 12.5502 6.82659
threshold=1.925 3.7950000000000004 3.1950000000000007 0.50241193761721725 6.0150000000000006 2.9850000000000008 2.5850000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.00024462355819860243 -0.002038081474047678 0.008663363411832152 -0.012361083019880818 0.0049231889277350782 0.017552440646900147 -0.0057897932418923635 0
leaf_weight=1211.6021556854248 954.84403303265572 609.04676949977875 505.20652940869331 765.8053817152977 138.98549875617027 674.79878482222557 21.097823083400726
leaf_count=3259 2592 1639 1477 2045 384 1867 61
internal_value=-6.33919e-05 0.00432842 -0.00561752 0.00205894 0.0103214 -0.00359451 -0.0118725
internal_weight=4881.39 2725.44 2155.95 1977.41 748.032 1629.64 526.304
internal_count=13324 7327 5997 5304 2023 4459 1538
is_linear=0
shrinkage=0.0209926


Tree=58
num_leaves=8
num_cat=0
split_feature=51 85 85 85 4 145 85
split_gain=46.6825 18.0658 15.8904 14.0138 12.2071 10.6315 4.55503
threshold=1.2050000000000003 0.11128054740957956 -0.36222222222222217 -0.26471871412169917 1458.7261131133671 0.20745000000000002 0.34969696969696962
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=0.010493387514350735 0.026069154596845969 -0.0059201701247881509 -0.0012387922843328666 -0.00028303983242713478 0.0072078201763793211 0.0037420356378263511 -0.013871379594598889
leaf_weight=52.289371535181999 19.341948747634888 112.99035626649857 1799.423778668046 377.98450607061386 76.019116699695587 1201.8193193823099 46.613527417182922
leaf_count=186 65 425 6699 1328 256 4185 180
internal_value=0.000662342 -0.00149192 -0.000904913 0.00325174 0.0110836 0.00277597 -0.00827233
internal_weight=3686.48 2011.32 1851.71 1675.16 95.3611 1579.8 159.604
internal_count=13324 7490 6885 5834 321 5513 605
is_linear=0
shrinkage=0.0209926


Tree=59
num_leaves=8
num_cat=0
split_feature=36 34 36 36 2 132 34
split_gain=275.373 137.506 31.2831 19.1946 18.0955 6.92118 2.30587
threshold=3.0350000000000006 3.0650000000000004 5.7750000000000012 1.3450000000000004 -288.57641642458196 1.1340000000000001 1.0650000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 4 5 -3 -1 -2 -4
right_child=2 3 6 -5 -6 -7 -8
leaf_value=0.025021636062283265 -0.0042719718202355135 0.017665134346578314 -0.015671655683709023 0.009714338547832501 0.00079396889572034407 -0.0074901084929625732 -0.011771554846026346
leaf_weight=13.695844054222105 609.39103454351425 200.34243726730347 106.7297620177269 420.26373407244682 1970.4589771926403 590.5846494436264 251.59210059046745
leaf_count=42 2081 540 419 1187 6096 2005 954
internal_value=-0.00051104 0.00366374 -0.00749244 0.0122887 0.000963612 -0.00585981 -0.0129466
internal_weight=4163.06 2604.76 1558.3 620.606 1984.15 1199.98 358.322
internal_count=13324 7865 5459 1727 6138 4086 1373
is_linear=0
shrinkage=0.0209926


Tree=60
num_leaves=8
num_cat=0
split_feature=34 42 85 34 40 85 85
split_gain=297.5 110.978 58.2591 42.3761 20.9816 18.6519 9.19851
threshold=2.1650000000000005 4.8350000000000009 -0.27388994307400377 3.1950000000000007 1.675 0.36285714285714293 0.12880952380952385
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -2 -5
right_child=3 4 -4 6 -6 -7 -8
leaf_value=-0.012636327153372104 -0.0055362402712652017 0.013500506063005964 0.0020551123082055791 -0.013277082178093189 0.006717753586951516 0.016865177563299395 -0.0012494965858188282
leaf_weight=125.1603210568428 1046.3324694037437 422.62249949574471 2374.1338637769222 478.69932568073273 391.04870626330376 16.538218230009079 30.701883733272552
leaf_count=339 2882 1156 6383 1408 1045 45 89
internal_value=-5.58844e-05 0.00351193 0.00131748 -0.00757674 0.0102466 -0.00518318 -0.0125616
internal_weight=4885.24 3312.97 2499.29 1572.27 813.671 1062.87 509.401
internal_count=13347 8923 6722 4424 2201 2927 1497
is_linear=0
shrinkage=0.0209926


Tree=61
num_leaves=8
num_cat=0
split_feature=35 148 124 38 35 111 135
split_gain=54.6933 21.9298 12.3255 11.4162 7.06442 8.40067 3.8893
threshold=3.7550000000000003 0.24638784998920046 0.3665000000000001 0.26394704956425169 4.5250000000000012 13.750000000000002 -0.51249999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.019389741746291243 -0.0050621286130580305 -2.2214850748485576e-05 -0.0019841480068114995 0.0033124910100408998 -0.00038496319059608454 0.0023686997877089065 -0.0083850740218139822
leaf_weight=12.024001806974409 296.10013888776302 645.66246831417084 841.16816061735153 1489.7164538502693 30.871542349457741 85.693036764860153 291.96950134634972
leaf_count=43 1124 2314 3038 5164 128 324 1212
internal_value=-7.48122e-05 0.00116433 -0.00167732 0.00230196 -0.00533719 -0.00338177 -0.00763487
internal_weight=3693.21 2988.57 853.192 2135.38 704.634 381.793 322.841
internal_count=13347 10559 3081 7478 2788 1448 1340
is_linear=0
shrinkage=0.0209926


Tree=62
num_leaves=8
num_cat=0
split_feature=37 95 37 38 35 95 92
split_gain=228.585 108.484 65.1731 21.3237 13.4772 12.6051 4.15892
threshold=0.29082135122661279 1.5000000000000007 0.51055549902679409 0.18816005263041802 4.6150000000000011 -5.2499999999999973 0.060416666666666605
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 6 -3 -5 -1
right_child=1 4 -4 5 -6 -7 -8
leaf_value=0.022287745116105536 0.002315992189174808 -0.0066713243592992806 -0.0061967177903364057 0.013214978954055134 -0.014151524025600057 0.0070566827655256488 0.0083068808722565456
leaf_weight=79.509994864463806 1833.2030928581953 993.46010035276413 505.55975367128849 252.41883614659309 120.44922482967377 363.01766532659531 11.936892271041868
leaf_count=213 5746 3362 1778 710 475 1031 32
internal_value=0.000133208 -0.00209233 0.000473794 0.0110103 -0.00748446 0.00959025 0.020515
internal_weight=4159.56 3452.67 2338.76 706.883 1113.91 615.437 91.4469
internal_count=13347 11361 7524 1986 3837 1741 245
is_linear=0
shrinkage=0.0209926


Tree=63
num_leaves=8
num_cat=0
split_feature=34 42 34 95 95 42 34
split_gain=286.373 75.8398 69.5232 40.9774 27.4032 20.2919 5.71005
threshold=1.8750000000000002 4.8350000000000009 3.1950000000000007 -1.499999999999998 1.5000000000000007 6.4850000000000012 6.1950000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=-0.0033795267262419042 -0.0048712077464797077 0.0074850211202660269 -0.011268486848592054 0.0040565970088212487 0.0015789466803618781 0.014422425751046923 -0.017135162644963797
leaf_weight=428.2497416138649 1400.9472369849682 514.53141224384308 412.4109191596508 1368.5600159168243 364.83009386062622 295.73752078413963 93.991237014532089
leaf_count=1153 3844 1380 1208 3667 990 816 289
internal_value=-5.74542e-05 0.00468944 -0.0055061 0.00228162 -0.00353582 0.010023 -0.0123668
internal_weight=4879.26 2607.08 2272.18 1796.81 1765.78 810.269 506.402
internal_count=13347 7016 6331 4820 4834 2196 1497
is_linear=0
shrinkage=0.0209926


Tree=64
num_leaves=8
num_cat=0
split_feature=35 85 85 121 85 35 27
split_gain=52.5016 22.584 19.4331 7.36427 6.98293 6.82468 0.602648
threshold=3.7550000000000003 -0.15973727422003284 0.37285714285714294 1.1550000000000002 0.23470085470085458 4.5250000000000012 0.41763888888888895
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.010759549851441098 -0.0028312232019736829 0.00076978928094624034 -0.011842122144562258 0.0040357622643879204 -0.0055430092857946811 -0.0071133793447272168 -0.016581266693349448
leaf_weight=112.3734039068222 365.53085175156593 2613.7180677056313 54.941417038440704 209.46206742525101 3.8830064833164242 305.82819747924805 25.704123094677925
leaf_count=384 1388 9252 201 722 16 1278 106
internal_value=-6.69296e-05 0.00114382 0.000508348 0.00639832 -0.00523926 -0.00478902 -0.0152942
internal_weight=3691.44 2990.49 2668.66 321.835 700.946 671.359 29.5871
internal_count=13347 10559 9453 1106 2788 2666 122
is_linear=0
shrinkage=0.0209926


Tree=65
num_leaves=8
num_cat=0
split_feature=36 40 36 9 35 36 90
split_gain=286.646 93.329 40.1559 25.7799 20.3878 13.9379 7.99109
threshold=2.8250000000000006 3.7050000000000005 4.1050000000000013 2.9666666666666672 4.3550000000000013 6.5250000000000012 -0.3874999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -3 -4 -2
right_child=2 4 5 -5 -6 -7 -8
leaf_value=0.002170339185006291 0.0038690831384685688 0.010674711923467963 -0.007654526217667516 0.014221801288724981 0.021097195951969457 -0.013522500141597659 -0.0038319577910314187
leaf_weight=1747.6116869747639 62.806911259889603 419.01548188924789 533.25482454895973 82.083999067544937 104.80211761593819 274.14620539546013 931.85846668481827
leaf_count=5356 208 1170 1911 245 280 1085 3092
internal_value=0.000128064 0.00495367 -0.00617157 0.00271361 0.0127691 -0.00965287 -0.00334088
internal_weight=4155.58 2353.51 1802.07 1829.7 523.818 807.401 994.665
internal_count=13347 7051 6296 5601 1450 2996 3300
is_linear=0
shrinkage=0.0209926


Tree=66
num_leaves=8
num_cat=0
split_feature=34 35 95 34 34 85 85
split_gain=275.136 110.787 62.1786 39.5174 25.5151 18.0109 9.04751
threshold=2.1650000000000005 3.7050000000000005 6.7499999999999991 3.1950000000000007 1.2650000000000003 0.36285714285714293 0.12880952380952385
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -2 -5
right_child=3 4 -4 6 -6 -7 -8
leaf_value=-0.00029007463445283524 -0.0053590976895989987 0.012912339289560773 0.0088369142626565263 -0.012884628585084703 0.0053039968500310708 0.016636030509584811 -0.00091445444301579395
leaf_weight=2089.412592291832 1043.6821374595165 512.45260301232338 390.21905142068863 472.72951531410217 317.12781059741974 16.566209524869919 30.485093027353287
leaf_count=5624 2882 1407 1044 1408 848 45 89
internal_value=-5.95948e-05 0.00336818 0.00114431 -0.00731786 0.0100096 -0.00501092 -0.012169
internal_weight=4872.68 3309.21 2479.63 1563.46 829.58 1060.25 503.215
internal_count=13347 8923 6668 4424 2255 2927 1497
is_linear=0
shrinkage=0.0209926


Tree=67
num_leaves=8
num_cat=0
split_feature=148 36 47 54 15 49 134
split_gain=35.3855 21.8996 10.4061 10.3018 8.06392 7.25249 5.19308
threshold=0.24638784998920046 4.6350000000000007 1.8550000000000002 1.635 0.36666666666666675 3.1350000000000002 0.8620000000000001
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 -5
right_child=1 5 -4 6 -6 -7 -8
leaf_value=0.0079955515293097194 0.0011631757893095251 -0.0050430583329198449 0.0043140735722967732 -0.0092435182939661197 -0.0025865025621005051 0.00360734907341822 0.012939869614230014
leaf_weight=32.493543967604637 1439.6694162636995 272.39387904107571 684.67352786660194 129.91456824541092 1075.8224435299635 49.991852998733521 4.6466222256422034
leaf_count=121 5113 1068 2332 529 3985 180 19
internal_value=-5.80696e-05 0.00140585 0.00218096 -0.00294379 -0.00227195 -0.00368683 -0.00844196
internal_weight=3689.61 2446.73 2124.34 1242.88 1108.32 322.386 134.561
internal_count=13347 8693 7445 4654 4106 1248 548
is_linear=0
shrinkage=0.0209926


Tree=68
num_leaves=8
num_cat=0
split_feature=7 2 2 51 96 96 57
split_gain=162.413 43.851 34.8091 19.0562 18.4969 13.887 13.1506
threshold=-3.9590242017402484 -161.15975704978572 49.851993366629024 1.0950000000000004 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.01601158597114305 0.0023156359118972512 0.004709775036764406 -0.010726413497982217 0.0071457098921454808 -0.00030313193557251935 -0.0027474397770171533 -0.0049335712352385451
leaf_weight=165.11265057325363 411.43413029611111 864.96358443796635 207.0062018185854 312.90166130661964 516.26842698454857 567.43703736364841 1105.8935849070549
leaf_count=472 1309 2645 724 901 1623 1849 3824
internal_value=0.000122722 0.00473401 -0.00361619 0.0102181 0.00283262 -0.00061447 -0.00585058
internal_weight=4151.02 1859.25 2291.77 478.014 1381.23 978.871 1312.9
internal_count=13347 5641 7706 1373 4268 3158 4548
is_linear=0
shrinkage=0.0209926


Tree=69
num_leaves=8
num_cat=0
split_feature=34 35 85 34 34 85 85
split_gain=265.539 106.761 53.7309 38.5139 24.8476 17.514 8.86166
threshold=2.1650000000000005 3.7050000000000005 -0.27388994307400377 3.1950000000000007 1.2650000000000003 0.36285714285714293 0.12880952380952385
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -2 -5
right_child=3 4 -4 6 -6 -7 -8
leaf_value=-0.012436231572235326 -0.0052703654226578861 0.012704495008352294 0.0018299144504643026 -0.012718644941690612 0.0051911482178237474 0.016399773789213309 -0.00086256811425481045
leaf_weight=122.32557159662247 1042.3517538607121 510.93412375450134 2357.2955293357372 470.12465617060661 317.0405869781971 16.595680445432663 30.450808882713318
leaf_count=332 2882 1407 6336 1408 848 45 89
internal_value=-6.01791e-05 0.00330576 0.0011242 -0.00720208 0.00983333 -0.00492624 -0.012007
internal_weight=4867.12 3307.6 2479.62 1559.52 827.975 1058.95 500.575
internal_count=13347 8923 6668 4424 2255 2927 1497
is_linear=0
shrinkage=0.0209926


Tree=70
num_leaves=8
num_cat=0
split_feature=51 85 36 40 91 47 85
split_gain=36.7033 16.0815 15.2212 12.1403 11.2763 6.3348 5.15157
threshold=1.1650000000000003 0.10226620484908451 4.6350000000000007 5.4150000000000009 0.086666666666666656 1.7350000000000001 0.22718614718614713
decision_type=2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -3 -4
right_child=1 5 6 -5 -6 -7 -8
leaf_value=-0.00083733103421145428 0.0016847205331302015 -0.0078871418202547151 -0.0055390742326718763 -0.01078948982859146 0.0064146637077642597 -0.00012353773089606923 -0.01622121107177096
leaf_weight=1129.9094643741846 1677.8585089296103 95.846540376543999 356.46284177899361 56.868796691298485 257.32552061975002 92.094152808189392 21.651154085993767
leaf_count=4139 5853 350 1463 237 892 321 92
internal_value=-5.14285e-05 0.0017452 -0.002492 -0.00131825 0.00231614 -0.00410828 -0.00616339
internal_weight=3688.02 2123.12 1564.89 1186.78 1935.18 187.941 378.114
internal_count=13347 7416 5931 4376 6745 671 1555
is_linear=0
shrinkage=0.0209926


Tree=71
num_leaves=8
num_cat=0
split_feature=36 40 36 95 35 95 42
split_gain=268.629 86.124 38.3697 35.2125 19.2153 19.1071 14.1327
threshold=2.8250000000000006 3.7050000000000005 4.1050000000000013 2.9999999999999987 4.3550000000000013 1.5000000000000007 6.3650000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.004055681937683236 -0.0010927245772971959 0.010234721526309951 -0.0077486594555783214 -0.0032693780887169881 0.020345325578526374 -0.0072034146462430322 -0.014121119163145238
leaf_weight=1474.1043271422386 641.83737790584564 421.1823755800724 585.28366421163082 359.07279428839684 104.9005728662014 349.62048652768135 211.93851378560066
leaf_count=4465 2109 1170 2129 1136 280 1191 867
internal_value=0.000117492 0.00477025 -0.0060168 0.00261828 0.0122599 -0.00325238 -0.00944875
internal_weight=4147.94 2359.26 1788.68 1833.18 526.083 991.458 797.222
internal_count=13347 7051 6296 5601 1450 3300 2996
is_linear=0
shrinkage=0.0209926


Tree=72
num_leaves=8
num_cat=0
split_feature=42 37 85 42 85 85 85
split_gain=221.869 101.25 54.7478 37.894 22.9125 10.0623 7.16429
threshold=4.0750000000000011 0.29082135122661279 -0.23503759398496235 6.4850000000000012 0.26550368550368558 0.10501563477173227 -0.19050997782705095
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.010940149432135201 0.0045458749584297688 -0.012175763276989028 -0.00036580348767800176 0.00087191912293751116 0.019355903139385271 -0.00083054884048584831 0.014565581050416639
leaf_weight=625.72977429628372 1067.2300323843956 185.43416714668274 2593.8308618068695 18.73754757642746 48.358008533716202 47.726238876581192 273.29506441950798
leaf_count=1848 2861 509 7045 52 130 138 764
internal_value=-6.22435e-05 -0.00292702 -0.00115549 0.00696131 0.00519214 -0.0102308 0.0137033
internal_weight=4860.34 3452.72 2779.27 1407.62 1115.59 673.456 292.033
internal_count=13347 9540 7554 3807 2991 1986 816
is_linear=0
shrinkage=0.0209926


Tree=73
num_leaves=8
num_cat=0
split_feature=35 148 35 109 20 95 145
split_gain=46.708 15.2564 13.5592 10.7874 8.87797 6.73773 4.55684
threshold=3.3450000000000002 0.24638784998920046 4.5250000000000012 3.5000000000000004 3.5000000000000004 7.4999999999999991 0.53595000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=-0.0019622026204011902 -0.0024896636808875009 0.0030200554974228015 -0.0082029884767052773 0.0094790911134313774 0.0088281565681829263 -0.0010285575677535987 -0.00083585498308615352
leaf_weight=576.92894539237022 878.39711409807205 1645.6554869413376 268.79262205958366 38.65250951051712 31.476127058267593 201.65908727049828 44.611576735973358
leaf_count=2070 3277 5702 1151 138 116 704 189
internal_value=-4.31658e-05 0.0016209 -0.00339744 -0.00123604 -0.00209288 0.00257551 -0.00716956
internal_weight=3686.17 2462.9 1223.28 615.581 909.873 1847.31 313.404
internal_count=13347 8614 4733 2208 3393 6406 1340
is_linear=0
shrinkage=0.0209926


Tree=74
num_leaves=8
num_cat=0
split_feature=36 34 34 2 36 85 85
split_gain=258.105 98.6898 38.1209 27.4947 17.1461 17.0318 4.70595
threshold=2.8250000000000006 3.1150000000000007 1.2750000000000001 60.81126278537625 1.2150000000000001 -0.3342156862745097 -0.43190476190476185
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -3 -4 -2
right_child=2 4 5 -5 -6 -7 -8
leaf_value=0.0033585929053857608 0.0086058500296042617 0.019772694376929589 0.0074720431543978151 -0.0036616510864017457 0.010412067274636862 -0.0047986749701264039 -0.012217396685998185
leaf_weight=1481.9026095271111 4.5761598050594321 107.12057575583458 51.446366757154465 294.14339283108711 479.47342917323112 1360.8833448588848 363.59157507121563
leaf_count=4519 18 286 172 922 1324 4651 1455
internal_value=0.000112577 0.00466225 -0.00592195 0.00219323 0.0121296 -0.00434831 -0.0119456
internal_weight=4143.14 2362.64 1780.5 1776.05 586.594 1412.33 368.168
internal_count=13347 7051 6296 5441 1610 4823 1473
is_linear=0
shrinkage=0.0209926


Tree=75
num_leaves=8
num_cat=0
split_feature=36 34 34 2 96 34 36
split_gain=237.14 71.1904 51.4748 20.8505 14.27 13.6237 7.87758
threshold=3.0350000000000006 2.7050000000000005 1.2150000000000001 85.132567092395576 4.5000000000000009 4.9350000000000014 14.175000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -4 -3 -2
right_child=2 5 4 -5 -6 -7 -8
leaf_value=-0.002806560970197154 0.010733362923087146 -0.0079017378196602171 0.0020090796825956037 0.0033649708620275458 0.0060626346113810906 -0.014682448072076896 0.018810315055062678
leaf_weight=1715.6243524849415 338.47709247469902 662.97498884797096 946.65919640660286 280.06291189789772 648.48733425140381 165.6049270927906 65.643450319766998
leaf_count=4672 940 1921 2535 756 1736 521 187
internal_value=-0.000171487 -0.00408868 0.00535975 -0.00193809 0.00366 -0.00926274 0.0120572
internal_weight=4823.53 2824.27 1999.27 1995.69 1595.15 828.58 404.121
internal_count=13268 7870 5398 5428 4271 2442 1127
is_linear=0
shrinkage=0.0209926


Tree=76
num_leaves=7
num_cat=0
split_feature=148 41 46 95 145 54
split_gain=37.037 13.8185 9.82865 7.46084 7.30148 6.74547
threshold=0.24638784998920046 1.925 3.0350000000000006 -15.749999999999996 0.40095000000000008 1.6250000000000002
decision_type=2 2 2 2 2 2
left_child=3 4 -3 -1 -2 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.017939570242349642 0.0014504340003129096 -0.0051939508962148837 0.00071640617715704885 -0.0020755959175753564 0.0047049860191918647 -0.0069348799287206392
leaf_weight=14.348611414432524 575.05621956288815 140.57163782417774 1051.0526667237282 1079.5519885122776 657.03274960815907 143.88772809505463
leaf_count=54 1992 522 3836 4015 2256 593
internal_value=0.000120918 0.00163099 1.51711e-05 -0.00283209 0.00318986 -0.002651
internal_weight=3661.5 2423.71 1191.62 1237.79 1232.09 1223.44
internal_count=13268 8606 4358 4662 4248 4608
is_linear=0
shrinkage=0.0209926


Tree=77
num_leaves=8
num_cat=0
split_feature=36 37 36 35 85 39 36
split_gain=259.949 68.8411 38.9504 27.6426 15.7151 10.3256 9.76461
threshold=2.7050000000000005 0.25241985507875292 4.1850000000000014 5.2550000000000008 -0.29715517241379302 0.672172232790753 7.2750000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 5 4 -3 -2 -1 -4
right_child=2 3 6 -5 -6 -7 -8
leaf_value=0.010483790366496101 0.0078867780364152845 0.0026246368062968978 -0.0079047405724044957 0.022062259546172403 -0.0037647055427458389 0.018592580115036395 -0.013392173462861676
leaf_weight=402.47788885235786 53.226064085960388 1703.6828257441521 531.1395143866539 32.942996978759766 1108.0701395273209 86.115655511617661 201.14630199968815
leaf_count=1103 174 5187 1964 88 3681 230 841
internal_value=9.21749e-05 0.00495829 -0.00562366 0.00299611 -0.00322656 0.0119228 -0.00941857
internal_weight=4118.8 2225.22 1893.58 1736.63 1161.3 488.594 732.286
internal_count=13268 6608 6660 5275 3855 1333 2805
is_linear=0
shrinkage=0.0209926


Tree=78
num_leaves=8
num_cat=0
split_feature=36 34 34 85 85 34 36
split_gain=226.908 68.6666 49.6815 45.278 25.4036 13.2274 7.74634
threshold=3.0350000000000006 2.7050000000000005 1.2150000000000001 0.26550368550368558 -0.23643132220795887 4.9350000000000014 14.175000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -4 -3 -2
right_child=2 5 4 -5 -6 -7 -8
leaf_value=-0.0024835980433707619 0.010524044081509093 -0.0077634603495686681 -0.0068811382728189499 0.015215170863103287 0.0042460403662411151 -0.014474536524906129 0.018559163709862513
leaf_weight=1928.9704254567623 337.27822971343994 660.73559293150902 95.909855574369431 65.81258949637413 1499.0826115608215 163.95254996418953 65.183563202619553
leaf_count=5251 940 1921 258 177 4013 521 187
internal_value=-0.000170837 -0.00400676 0.0052413 -0.00189728 0.00357395 -0.00910346 0.0118373
internal_weight=4816.93 2819.47 1997.45 1994.78 1594.99 824.688 402.462
internal_count=13268 7870 5398 5428 4271 2442 1127
is_linear=0
shrinkage=0.0209926


Tree=79
num_leaves=8
num_cat=0
split_feature=148 85 39 85 105 105 47
split_gain=35.8885 23.8852 13.0809 7.30736 8.21626 7.14078 7.09742
threshold=0.24638784998920046 0.051334971334971259 0.5002235920042275 -0.00606701940035275 0.78450000000000009 0.33350000000000007 1.7350000000000001
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=0.0033504313311104972 0.0028317402499437277 -0.0064963080894136511 -0.0037190788351258585 -0.0048031858615806269 -0.0065288978632309586 -0.0011543116518751798 0.00018805639354967576
leaf_weight=149.62167456746101 1986.3825075477362 184.74926407635212 143.46293906867504 662.91799460351467 49.174284264445305 373.40127392113209 110.5133740901947
leaf_count=546 7007 687 530 2552 178 1386 382
internal_value=0.00012642 0.00161114 0.00238824 -0.0027849 0.000882629 -0.00349305 -0.00397824
internal_weight=3660.22 2425.11 2129.85 1235.12 198.796 1036.32 295.263
internal_count=13268 8606 7537 4662 724 3938 1069
is_linear=0
shrinkage=0.0209926


Tree=80
num_leaves=8
num_cat=0
split_feature=36 40 36 2 85 36 53
split_gain=249.348 71.8502 37.9056 25.4089 15.2888 9.61883 8.02722
threshold=2.7050000000000005 4.2550000000000008 4.1850000000000014 65.213256806531845 -0.29715517241379302 9.8100000000000023 1.885
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -4 -3
right_child=2 6 5 -5 -6 -7 -8
leaf_value=0.0042506096548059992 0.0077769797594451767 0.019314646027415627 -0.0082939823734925356 -0.002868857622112577 -0.0037012063167876121 -0.015281627701146288 0.011869711470291758
leaf_weight=1657.0228707790375 53.367448151111603 94.2125623524189 623.11693409085274 254.06810685992241 1105.4820942282677 103.33217938244343 223.24148833751678
leaf_count=4957 174 253 2363 794 3681 442 604
internal_value=8.63917e-05 0.00484116 -0.00553152 0.00330162 -0.00316849 -0.00929451 0.0140942
internal_weight=4113.84 2228.55 1885.3 1911.09 1158.85 726.449 317.454
internal_count=13268 6608 6660 5751 3855 2805 857
is_linear=0
shrinkage=0.0209926


Tree=81
num_leaves=8
num_cat=0
split_feature=36 34 34 85 85 34 36
split_gain=217.401 66.4086 48.0605 43.8346 24.4805 12.8943 7.59165
threshold=3.0350000000000006 2.7050000000000005 1.2150000000000001 0.26550368550368558 -0.23643132220795887 4.9350000000000014 14.175000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -4 -3 -2
right_child=2 5 4 -5 -6 -7 -8
leaf_value=-0.0024338576194422343 0.010332169959508785 -0.0076326784234195186 -0.0067749509498171425 0.014970072104725432 0.0041514681895218064 -0.014286379261939012 0.01831361887428699
leaf_weight=1927.9019703865051 336.13428205251694 658.60063681006432 95.84498342871666 65.894967913627625 1498.9511896371841 162.41415512561798 64.708557218313217
leaf_count=5251 940 1921 258 177 4013 521 187
internal_value=-0.000169767 -0.00392842 0.00512935 -0.00185626 0.00349181 -0.00895474 0.0116326
internal_weight=4810.45 2814.81 1995.64 1993.8 1594.8 821.015 400.843
internal_count=13268 7870 5398 5428 4271 2442 1127
is_linear=0
shrinkage=0.0209926


Tree=82
num_leaves=8
num_cat=0
split_feature=51 85 85 85 39 147 51
split_gain=31.9756 17.9481 17.6951 12.1751 10.4877 10.1765 6.59037
threshold=1.1650000000000003 0.04424010217113656 -0.85333333333333328 0.21484848484848482 0.44924963208620794 0.47199397614381194 1.2750000000000001
decision_type=2 2 2 2 2 2 2
left_child=2 4 5 -4 -2 -1 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=0.047861372182166892 0.0031836935058440897 -0.0059746266664020206 -0.0019336648633669251 -0.01113612409107979 -0.0017397150392735399 0.0069970668399700047 0.00050448951430302888
leaf_weight=4.6338473856449109 1597.0873422473669 156.54457005858421 1490.1496655642986 66.457468330860138 215.19969969987869 7.1943229287862778 121.70426863431931
leaf_count=16 5531 570 5678 265 761 26 421
internal_value=0.000131777 0.00183282 -0.00213246 -0.00232962 0.00259643 0.0234104 -0.00312352
internal_weight=3658.97 2090.54 1568.44 1556.61 1812.29 11.8282 278.249
internal_count=13268 7283 5985 5943 6292 42 991
is_linear=0
shrinkage=0.0209926


Tree=83
num_leaves=8
num_cat=0
split_feature=2 2 35 35 93 93 143
split_gain=132.539 48.2828 34.9097 19.8772 18.9962 16.9825 5.0256
threshold=-69.909144194352947 66.896487797661976 4.1950000000000012 4.5450000000000008 17.550000000000004 14.550000000000002 1.3310000000000002
decision_type=2 2 2 2 2 2 2
left_child=2 4 5 -3 -2 -1 -4
right_child=1 3 6 -5 -6 -7 -8
leaf_value=0.006775520265166788 0.0013618879663865335 -0.0045641238068453265 0.012151808543396734 -0.011950090131466628 -0.003166503865933157 0.0015478782705469394 0.020451407218896062
leaf_weight=629.99745288491249 1122.1102824211121 886.18303625285625 84.543022483587265 197.65468613803387 641.36324486136436 489.37788599729538 57.739360049366951
leaf_count=1861 3554 3043 236 826 2114 1477 157
internal_value=8.02413e-05 -0.00242829 0.0057453 -0.00591548 -0.000282347 0.00449433 0.0155535
internal_weight=4108.97 2847.31 1261.66 1083.84 1763.47 1119.38 142.282
internal_count=13268 9537 3731 3869 5668 3338 393
is_linear=0
shrinkage=0.0209926


Tree=84
num_leaves=8
num_cat=0
split_feature=36 34 34 85 85 34 36
split_gain=209.825 64.4112 46.3449 42.3424 23.7344 12.5557 7.46864
threshold=3.0350000000000006 2.7050000000000005 1.2150000000000001 0.26550368550368558 -0.23643132220795887 5.0550000000000006 14.175000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -4 -3 -2
right_child=2 5 4 -5 -6 -7 -8
leaf_value=-0.0023932768412934405 0.010150897923594677 -0.0075916904223137837 -0.0066774910458370657 0.014701816937174381 0.0040835150309810921 -0.014411395638372095 0.018092815762127835
leaf_weight=1926.9993617236614 335.01560160517693 670.46690431237221 95.795847356319427 65.974990636110306 1498.815943479538 147.32651054859161 64.256666988134384
leaf_count=5251 940 1964 258 177 4013 478 187
internal_value=-0.000167799 -0.00386365 0.00503983 -0.00182497 0.00343405 -0.00882611 0.011441
internal_weight=4804.65 2810.77 1993.88 1992.97 1594.61 817.793 399.272
internal_count=13268 7870 5398 5428 4271 2442 1127
is_linear=0
shrinkage=0.0209926


Tree=85
num_leaves=8
num_cat=0
split_feature=148 85 34 85 105 105 53
split_gain=34.2557 22.463 14.0802 6.95015 8.01632 6.88594 6.83597
threshold=0.24638784998920046 0.051334971334971259 3.5650000000000004 -0.00606701940035275 0.78450000000000009 0.33350000000000007 2.5650000000000004
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=0.0032899020086952216 0.0027979629939136642 -0.0062017254057364548 -0.0039441032537597606 -0.0047002256218066215 -0.0064764549549942178 -0.001111162436656359 0.00047690394966536185
leaf_weight=149.88641947507858 1987.2025908529758 191.12263303995132 146.01035006344318 659.43260285258293 49.039716452360153 372.66747303307056 102.48387618362904
leaf_count=546 6994 714 543 2552 178 1386 355
internal_value=0.000135439 0.00158357 0.00233425 -0.0027155 0.000858248 -0.00340893 -0.00385426
internal_weight=3657.85 2426.82 2133.21 1231.03 198.926 1032.1 293.607
internal_count=13268 8606 7537 4662 724 3938 1069
is_linear=0
shrinkage=0.0209926


Tree=86
num_leaves=8
num_cat=0
split_feature=36 40 36 95 95 35 36
split_gain=232.37 66.9369 36.0992 23.9887 14.6786 11.0953 9.32414
threshold=2.7050000000000005 3.9050000000000007 4.1850000000000014 4.3499999999999988 1.5000000000000007 4.2750000000000012 9.8100000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=0.0037861715658722983 -0.0013279088516538547 0.0099527604992063184 -0.0081018770280747547 -0.0034273787752067825 -0.0062964481420184201 0.017586766268959678 -0.015072085990993593
leaf_weight=1562.4624608159065 749.10515987873077 321.22774544358253 616.11766283214092 232.83448296785355 405.83017864823341 117.19877034425735 100.4432692527771
leaf_count=4684 2461 876 2363 734 1394 314 442
internal_value=7.45435e-05 0.00464729 -0.00538071 0.00284797 -0.00307793 0.0120044 -0.00908559
internal_weight=4105.22 2233.72 1871.5 1795.3 1154.94 438.427 716.561
internal_count=13268 6608 6660 5418 3855 1190 2805
is_linear=0
shrinkage=0.0209926


Tree=87
num_leaves=8
num_cat=0
split_feature=36 34 34 85 85 34 36
split_gain=201.004 62.269 44.8475 40.994 23.0308 12.2552 7.32788
threshold=3.0350000000000006 2.7050000000000005 1.2150000000000001 0.26550368550368558 -0.23643132220795887 4.9350000000000014 14.175000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -4 -3 -2
right_child=2 5 4 -5 -6 -7 -8
leaf_value=-0.0023454738201497067 0.0099666244420722958 -0.0073943792016997207 -0.0066078925597215874 0.014467673884826797 0.0039944315402217169 -0.013934287370851924 0.017861466768870189
leaf_weight=1925.9423159062862 333.83832284808159 654.65818527340889 95.755332767963409 66.036716520786285 1498.6063886582851 159.43841797113419 63.759855359792709
leaf_count=5251 940 1921 258 177 4013 521 187
internal_value=-0.000166755 -0.00378788 0.00493193 -0.0017857 0.00335467 -0.00868107 0.0112447
internal_weight=4798.04 2806.08 1991.96 1991.98 1594.36 814.097 397.598
internal_count=13268 7870 5398 5428 4271 2442 1127
is_linear=0
shrinkage=0.0209926


Tree=88
num_leaves=8
num_cat=0
split_feature=148 38 3 80 40 36 141
split_gain=33.1713 16.2004 9.92859 8.67561 6.52255 6.37936 0.816009
threshold=0.24638784998920046 0.23774643750210531 1358.1464470716089 0.071160648519139058 6.7800000000000002 14.175000000000002 -1.0024999999999997
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.0022460856275755359 0.00045571577057790203 -0.0039207581662269548 0.0026915909247056777 -0.0056423413808600643 -0.0036196913703810656 -0.013177738526454274 -0.016796717466113449
leaf_weight=1184.4820034652948 233.34102708101273 105.03987921774387 1907.7876503765583 181.9887058287859 3.493602171540263 24.207648798823357 16.200739562511444
leaf_count=4458 899 364 6637 706 16 115 73
internal_value=0.000140714 0.00156409 0.00234415 -0.00220481 -0.002669 -0.00246898 -0.0147019
internal_weight=3656.54 2428.16 2012.83 415.33 1228.38 1208.69 19.6943
internal_count=13268 8606 7001 1605 4662 4573 89
is_linear=0
shrinkage=0.0209926


Tree=89
num_leaves=8
num_cat=0
split_feature=39 95 39 7 35 95 39
split_gain=182.404 60.8374 37.2743 35.8586 14.4915 10.7489 8.05147
threshold=0.34667527727003772 1.0000000180025095e-35 0.5002235920042275 12.764060984579375 3.7050000000000005 -17.249999999999993 0.672172232790753
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.0015644330467760171 0.023460042692818563 -0.0054477709685941617 0.0099739073570981919 -0.0051744980345374177 -0.010981741260116088 0.0036957822346406605 0.01726627718529343
leaf_weight=1136.4338630586863 12.387841254472731 811.5137717872858 347.24860519170761 501.32499288022518 284.55696611106396 920.85431656241417 85.761925786733627
leaf_count=3649 36 2770 942 1771 1159 2711 230
internal_value=6.84837e-05 -0.0030605 0.00633298 -0.000495464 -0.00688884 0.00396326 0.0114293
internal_weight=4100.08 2733.83 1366.25 1637.76 1096.07 933.242 433.011
internal_count=13268 9349 3919 5420 3929 2747 1172
is_linear=0
shrinkage=0.0209926


Tree=90
num_leaves=8
num_cat=0
split_feature=34 36 85 34 85 85 36
split_gain=190.524 75.0669 42.1304 37.0305 17.7961 17.0453 6.85929
threshold=2.1050000000000004 4.0650000000000004 -0.29715517241379302 3.1950000000000007 0.39666666666666667 0.063535762483130864 1.2150000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=-0.013834613153401325 -0.0038875608089461561 0.0066255180785658573 0.001467553456006607 -0.016110852145330336 0.016408798495518968 0.014424958675690453 -0.0093217103349285228
leaf_weight=82.617379724979401 1153.2653531432152 966.17245417833328 1948.1745907664299 81.710895031690598 19.272286117076874 143.15834531188011 396.75740325450897
leaf_count=226 3211 2648 5240 275 52 395 1216
internal_value=0.00020782 0.00324424 0.000842672 -0.00556438 -0.00354989 0.00763634 -0.0104911
internal_weight=4791.13 3140.12 2030.79 1651.01 1172.54 1109.33 478.468
internal_count=13263 8509 5466 4754 3263 3043 1491
is_linear=0
shrinkage=0.0209926


Tree=91
num_leaves=8
num_cat=0
split_feature=35 148 41 46 35 78 29
split_gain=34.3662 16.4718 11.1252 6.32744 6.28016 7.80162 1.57893
threshold=4.1350000000000007 0.22116209262435679 1.925 3.6050000000000004 7.8550000000000013 3.2071428571428577 1.6125000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.0034510841337719554 -0.005067371587777432 0.002964418893637731 0.00024560480781712842 0.0021026383262210987 -0.0045085132543952414 0.0097974889643618786 -0.015362513765843411
leaf_weight=437.30404631793499 377.7735458612442 1410.1013647019863 1260.0599985867739 112.83114567399025 8.8810998201370221 16.01824639737606 32.345911592245102
leaf_count=1626 1604 4841 4509 418 42 68 155
internal_value=0.000251295 0.00100067 0.00168319 -0.00230334 -0.00528509 -0.00445058 -0.0131403
internal_weight=3655.32 3220.3 2670.16 550.135 435.019 393.792 41.227
internal_count=13263 11394 9350 2044 1869 1672 197
is_linear=0
shrinkage=0.0209926


Tree=92
num_leaves=8
num_cat=0
split_feature=34 36 95 36 36 34 23
split_gain=205.2 85.38 29.4259 23.895 18.5023 10.2065 3.47567
threshold=2.6850000000000005 3.0350000000000006 -3.75 1.2150000000000001 4.0650000000000004 3.1950000000000007 2.2250000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -3 -5 -2
right_child=3 4 -4 5 -6 -7 -8
leaf_value=0.0050935217878379279 0.0060943324252647141 -0.0041816122598391557 -0.0013219714137077327 0.0044324543087950951 -0.0089059021527236864 0.009292285713757233 0.019378736951196227
leaf_weight=414.98993003368378 10.793798744678496 703.66836795210838 1307.6134423017502 340.82056212425232 772.23973718285561 446.88026422262192 91.464128643274307
leaf_count=1256 29 2412 4081 980 3043 1216 246
internal_value=-0.000469377 -0.00295125 0.000220801 0.0084451 -0.00665674 0.00719561 0.0180233
internal_weight=4088.47 3198.51 1722.6 889.959 1475.91 787.701 102.258
internal_count=13263 10792 5337 2471 5455 2196 275
is_linear=0
shrinkage=0.0209926


Tree=93
num_leaves=8
num_cat=0
split_feature=34 35 85 34 85 56 35
split_gain=182.372 70.4474 43.396 35.7109 17.2848 14.4956 7.67532
threshold=2.1050000000000004 3.7050000000000005 -0.27857142857142853 3.1950000000000007 0.39666666666666667 1.5350000000000004 4.7750000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=-0.011632457064636495 -0.0038155773633605831 0.013521238468276688 0.0019440615565150139 -0.0092263019269381418 0.016174952511082263 0.0069040044837193918 -0.017088626869873134
leaf_weight=108.77534997463226 1151.9361885786057 194.06075677275658 2216.2090107500553 409.95022371411324 19.295699536800385 618.94706785678864 65.279371052980423
leaf_count=297 3211 551 5956 1268 52 1705 223
internal_value=0.000199488 0.00316924 0.00130682 -0.00545766 -0.00348216 0.00848938 -0.0103164
internal_weight=4784.45 3137.99 2324.98 1646.46 1171.23 813.008 475.23
internal_count=13263 8509 6253 4754 3263 2256 1491
is_linear=0
shrinkage=0.0209926


Tree=94
num_leaves=8
num_cat=0
split_feature=85 79 36 85 0 53 4
split_gain=25.5616 23.4479 17.4999 8.70005 8.40039 6.31669 3.39272
threshold=0.048719452590420258 3.2489714609078679 6.0650000000000004 0.37285714285714294 1456.9129701383056 2.5750000000000006 1402.9831929688851
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -2 -5
right_child=3 4 -4 6 -6 -7 -8
leaf_value=0.0019801697083979678 -0.0050030057661423315 -0.0093319944266681415 -0.0044636050777856545 0.006550075504119659 -0.0021127685024074326 0.00090072217022988744 -0.012452800187620423
leaf_weight=2668.1695142090321 257.51549099385738 101.92665272951126 199.22146604955196 4.0776048749685279 243.05213512480259 113.94735497236252 66.143906086683273
leaf_count=9397 974 407 845 16 969 394 261
internal_value=0.000255186 0.000907477 0.0015308 -0.0044781 -0.0042596 -0.00317915 -0.0112813
internal_weight=3654.05 3212.37 2867.39 441.684 344.979 371.463 70.2215
internal_count=13263 11618 10242 1645 1376 1368 277
is_linear=0
shrinkage=0.0209926


Tree=95
num_leaves=8
num_cat=0
split_feature=34 36 36 34 93 34 23
split_gain=196.533 82.508 22.9482 17.9885 11.0405 9.69078 3.3945
threshold=2.6850000000000005 3.0350000000000006 1.2150000000000001 1.425 15.900000000000002 3.1950000000000007 2.2250000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 4 6 -3 -1 -4 -2
right_child=2 3 5 -5 -6 -7 -8
leaf_value=0.0016781522165178217 0.0058554861402017452 -0.009357734219141765 0.0043398844082087155 -0.0046123664410684696 -0.0017153118118060336 0.0090724653105973291 0.018996377376456392
leaf_weight=981.32915264368057 10.77803200483322 600.13502192497253 341.36941421031952 868.01719933748245 741.39560759067535 447.64877334237099 91.201647222042084
leaf_count=3010 29 2429 980 3026 2327 1216 246
internal_value=-0.000463436 -0.00289864 0.00825225 -0.00655538 0.000214959 0.00703097 0.0176544
internal_weight=4081.87 3190.88 890.998 1468.15 1722.72 789.018 101.98
internal_count=13263 10792 2471 5455 5337 2196 275
is_linear=0
shrinkage=0.0209926


Tree=96
num_leaves=8
num_cat=0
split_feature=34 36 34 95 36 35 95
split_gain=174.668 69.3537 34.37 33.3229 14.0817 7.55602 6.7513
threshold=2.1050000000000004 4.2650000000000006 3.1950000000000007 -3.75 8.5450000000000017 4.7750000000000012 -7.4999999999999973
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -3 -4 -2
right_child=2 4 5 -5 -6 -7 -8
leaf_value=-0.0050353819597600659 -0.0067281776394970553 0.0063970611539811125 -0.0090610256278793322 0.0021148767617328985 0.012590863535515223 -0.01691236668805729 -0.0026393858957156338
leaf_weight=341.28199791908264 222.06558692455292 781.12261918187141 407.57347527146339 1806.3720400631428 207.06852144002914 64.369652956724167 947.92911231517792
leaf_count=925 625 2125 1268 4853 606 223 2638
internal_value=0.000191253 0.00309665 -0.00535469 0.000976409 0.00769977 -0.010142 -0.00341953
internal_weight=4777.78 3135.85 1641.94 2147.65 988.191 471.943 1169.99
internal_count=13263 8509 4754 5778 2731 1491 3263
is_linear=0
shrinkage=0.0209926


Tree=97
num_leaves=8
num_cat=0
split_feature=148 41 46 134 5 54 91
split_gain=25.9056 18.3017 11.0271 8.06398 7.73207 6.47318 5.5648
threshold=0.22116209262435679 1.925 3.0550000000000002 0.92900000000000016 1488.8854172272634 1.635 -0.5562499999999998
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.010779228572613962 0.0027479122245034466 -0.0049422662749796752 0.00025116968405497654 0.027763154407910107 -0.0013764874191605854 -0.0076737762083774691 -0.0089794133434788932
leaf_weight=6.4051115065813056 1415.302036523819 209.17331597208977 1290.774360910058 5.7457880973815909 518.98365651071072 84.245910376310349 122.24635784327984
leaf_count=25 4855 786 4752 20 1986 359 480
internal_value=0.000258635 0.00114476 -0.000469888 0.00285242 -0.00327143 -0.00226388 -0.00795854
internal_weight=3652.88 2921 1499.95 1421.05 731.881 603.23 128.651
internal_count=13263 10413 5538 4875 2850 2345 505
is_linear=0
shrinkage=0.0209926


Tree=98
num_leaves=8
num_cat=0
split_feature=34 36 36 36 96 34 108
split_gain=188.403 79.8024 22.1375 17.5342 12.3544 9.21982 1.82287
threshold=2.6850000000000005 3.0350000000000006 1.2150000000000001 4.0650000000000004 2.5000000000000004 3.1950000000000007 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 4 6 -3 -1 -4 -2
right_child=2 3 5 -5 -6 -7 -8
leaf_value=0.0021561829153125783 0.018089693447150591 -0.0040466898968909114 0.0042487437322521488 -0.0086691699756502299 -0.0014126841175987278 0.008862241442128686 0.0056127822899819579
leaf_weight=784.76825803518295 95.02037638425827 699.93009883165359 341.90651312470436 760.68651428818703 938.06672322750092 448.35435298085213 6.6585462987422934
leaf_count=2404 257 2412 980 3043 2933 1216 18
internal_value=-0.00045721 -0.00284747 0.00806859 -0.00645734 0.000210195 0.00687226 0.0173196
internal_weight=4075.39 3183.45 891.94 1460.62 1722.83 790.261 101.679
internal_count=13263 10792 2471 5455 5337 2196 275
is_linear=0
shrinkage=0.0209926


Tree=99
num_leaves=8
num_cat=0
split_feature=34 36 34 95 36 35 95
split_gain=167.438 66.5096 33.1229 30.1119 15.635 7.4373 6.56397
threshold=2.1050000000000004 4.0650000000000004 3.1950000000000007 -3.75 6.0650000000000004 4.7750000000000012 -7.4999999999999973
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -3 -4 -2
right_child=2 4 5 -5 -6 -7 -8
leaf_value=-0.005045380093198425 -0.0066243524201534494 0.0051146974359194191 -0.0089031055844954795 0.00189594976425546 0.01023822877469033 -0.016742789207498873 -0.0025890211330752947
leaf_weight=328.34691572189331 221.63926228880882 659.49894452095032 405.27896064519882 1702.5350531637669 443.26573577523232 63.473073929548264 947.1781177520752
leaf_count=891 625 1774 1268 4575 1269 223 2638
internal_value=0.00018379 0.00302761 -0.00525521 0.000771343 0.00717848 -0.00997486 -0.00335832
internal_weight=4771.22 3133.65 1637.57 2030.88 1102.76 468.752 1168.82
internal_count=13263 8509 4754 5466 3043 1491 3263
is_linear=0
shrinkage=0.0209926


Tree=100
num_leaves=8
num_cat=0
split_feature=35 148 38 0 3 133 141
split_gain=30.8742 15.0485 11.0776 7.57588 7.06828 10.1524 5.80135
threshold=4.1350000000000007 0.22116209262435679 0.26394704956425169 1476.2452154837335 1725.1029725996457 1.4720000000000002 -1.1379999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=-0.0061015279963455666 0.0010414933712802699 -0.00019051169435645328 0.0026243380597199303 -0.00062196624237444414 0.040720691152071782 -0.001315563313558271 -0.0064197527718762182
leaf_weight=156.76099935173988 51.292301014065742 955.20071989297867 1720.2661848962307 390.91013841331005 3.5291105955839148 8.2530534416437131 365.50776246190071
leaf_count=591 224 3457 5893 1453 15 37 1593
internal_value=0.00026246 0.000967575 0.00161759 -0.00219912 -0.00502918 0.0108699 -0.00549009
internal_weight=3651.72 3223.14 2675.47 547.671 428.582 11.7822 416.8
internal_count=13263 11394 9350 2044 1869 52 1817
is_linear=0
shrinkage=0.0209926


Tree=101
num_leaves=8
num_cat=0
split_feature=42 40 95 42 85 47 95
split_gain=162.101 78.9979 31.9812 20.7083 11.255 9.93214 9.4541
threshold=3.4850000000000008 3.7050000000000005 -3.75 4.8350000000000009 -0.43190476190476185 1.2050000000000003 1.5000000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=0.0054762018462721652 -0.0024329446486862655 0.017868641476288711 -0.00064657618075935404 0.020937929506935231 -0.0094711551634813328 0.0089229438513351474 -0.0066360741574788733
leaf_weight=502.72628244757652 626.85174936056137 63.418977528810501 1487.2197664231062 5.3220707625150672 528.89308190345764 470.66288521885872 383.71173578500748
leaf_count=1491 2124 172 4607 22 2200 1282 1365
internal_value=-0.000452248 0.0028245 0.000897838 -0.00580925 -0.00915926 0.00999414 -0.00403361
internal_weight=4068.81 2524.03 1989.95 1544.78 534.215 534.082 1010.56
internal_count=13263 7552 6098 5711 2222 1454 3489
is_linear=0
shrinkage=0.0209926


Tree=102
num_leaves=8
num_cat=0
split_feature=36 37 85 85 36 37 85
split_gain=153.119 66.1612 52.7509 17.5672 18.5287 10.9934 4.48978
threshold=4.0150000000000006 0.31128310796124509 -0.29715517241379302 0.063535762483130864 6.0650000000000004 0.21841302704895793 0.56333333333333335
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.010626384423674303 0.0036120881825767643 -0.014343371178501863 0.0001805136136498066 0.012196109143331179 0.0095469493119004611 -0.005429834844025482 0.023129095894748094
leaf_weight=277.82634821534157 601.6841521859169 114.84393146634102 2716.4327085912228 124.41114816069603 381.3952462375164 527.35549291968346 20.573366314172745
leaf_count=911 1618 318 7376 346 1095 1541 58
internal_value=0.000176264 -0.00191874 -0.000406925 0.00693402 0.00591944 -0.00722883 0.0137805
internal_weight=4764.52 3636.46 2831.28 1128.06 983.079 805.182 144.985
internal_count=13263 10146 7694 3117 2713 2452 404
is_linear=0
shrinkage=0.0209926


Tree=103
num_leaves=8
num_cat=0
split_feature=35 85 85 85 3 141 35
split_gain=29.5096 20.8264 15.3132 7.239 6.89652 5.68913 5.61812
threshold=4.1350000000000007 0.046629588431590603 -0.57686274509803914 0.37285714285714294 1725.1029725996457 -1.1379999999999997 5.8550000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.013832382713381384 0.0010888877602517025 -0.002351226201366212 0.0013897651006583118 -0.010404504577263555 0.022435914556411189 -0.0063096352711028633 -0.006624423463233429
leaf_weight=44.383498519659042 51.187021479010582 338.84698221087456 2782.9748783707619 58.256963536143303 7.232832342386244 363.00402371585369 4.5892273038625717
leaf_count=145 224 1219 9806 224 30 1593 22
internal_value=0.000266042 0.000953334 0.00158678 -0.00354472 -0.00492481 -0.00538376 0.0107506
internal_weight=3650.48 3224.46 2827.36 397.104 426.013 414.191 11.8221
internal_count=13263 11394 9951 1443 1869 1817 52
is_linear=0
shrinkage=0.0209926


Tree=104
num_leaves=8
num_cat=0
split_feature=34 42 35 2 34 34 34
split_gain=173.556 63.6461 19.8783 18.012 16.1427 7.91948 2.41861
threshold=2.6850000000000005 3.6750000000000003 4.5250000000000012 91.457802684427648 1.425 3.1950000000000007 5.1450000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.00064455681214701545 0.0041487645747881859 -0.0090349116222477651 0.0051674533950223272 -0.0051997285454161348 -0.004312065698287482 0.0084283830054340779 0.017427843280209344
leaf_weight=1566.5183860063553 342.09554001688957 544.88073602318764 8.9006990492343885 272.79565800726414 784.89201876521111 448.07246389985085 94.349106043577194
leaf_count=4866 978 2267 24 898 2761 1212 257
internal_value=-0.000446959 -0.00275189 0.00772364 -0.000219633 -0.00625087 0.00658161 0.0164172
internal_weight=4062.5 3169.09 893.418 1839.31 1329.77 790.168 103.25
internal_count=13263 10792 2471 5764 5028 2190 281
is_linear=0
shrinkage=0.0209926


Tree=105
num_leaves=8
num_cat=0
split_feature=34 36 34 95 95 36 36
split_gain=154.238 53.3488 36.6642 31.8591 19.4437 8.94828 2.26797
threshold=1.8750000000000002 5.285000000000001 4.4150000000000009 -1.499999999999998 -6.7499999999999973 10.825000000000001 1.1450000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=-0.0029691101542743087 -0.0074130541836745249 0.0079189022367629307 -0.016474892777653224 0.0034185380817422233 -0.0020684923647797827 0.014624941694382478 -0.011058877990548216
leaf_weight=443.22760382294655 370.94580739736557 480.37005358934402 50.623189389705658 1529.3201771974564 1596.4803482294083 110.2024986743927 154.29558426141739
leaf_count=1195 1066 1348 181 4100 4464 332 514
internal_value=0.000152238 0.00364108 -0.003962 0.00198082 -0.00307861 0.00917836 -0.0124202
internal_weight=4735.47 2563.12 2172.34 1972.55 1967.43 590.573 204.919
internal_count=13200 6975 6225 5295 5530 1680 695
is_linear=0
shrinkage=0.0209926


Tree=106
num_leaves=8
num_cat=0
split_feature=51 85 85 35 85 121 27
split_gain=25.42 20.4027 13.7558 12.6626 10.1146 6.91124 6.71943
threshold=1.1650000000000003 0.046629588431590603 -0.7533333333333333 5.5650000000000004 -0.53249999999999986 1.3875000000000002 0.49527777777777787
decision_type=2 2 2 2 2 2 2
left_child=2 4 5 -4 -2 -1 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=0.034563164636200801 0.013789808728243796 0.00013165125848605674 -0.0017192890915601819 -0.0085814727169314809 0.0020205061807188843 0.0030214243326603927 -0.0065508609723866273
leaf_weight=6.5707213729619962 32.926423504948616 108.03951302170753 1385.0841304808855 130.1520776450634 1796.2039353251457 6.4134515821933746 166.18611687421799
leaf_count=23 106 386 5241 620 6202 22 600
internal_value=-6.29428e-05 0.00143277 -0.00212469 -0.00231188 0.00223498 0.0193515 -0.00390065
internal_weight=3631.58 2103.36 1528.22 1515.24 1829.13 12.9842 274.226
internal_count=13200 7294 5906 5861 6308 45 986
is_linear=0
shrinkage=0.0209926


Tree=107
num_leaves=8
num_cat=0
split_feature=36 37 95 36 95 31 106
split_gain=163.233 50.2868 33.2661 24.7844 16.6139 5.4848 4.69298
threshold=3.0350000000000006 0.19634023622899147 -7.4999999999999973 6.0650000000000004 8.25 0.69631093544137035 0.59050000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.015132813478434381 -0.0033106173841281001 0.00746944191518814 0.00089263314008909342 -0.012035586202881683 -0.010096415932790554 0.002417944654384867 0.0092616336913659749
leaf_weight=112.16196101903915 974.20904310047626 412.0918348133564 1923.3997506797314 266.69233275949955 191.32830379903316 11.524715676903723 145.18879348039627
leaf_count=302 3490 1198 5845 1206 718 51 390
internal_value=-0.000120784 0.00302808 0.00205514 -0.00577915 -0.00442864 -0.0114197 0.0118391
internal_weight=4036.6 2592.84 2335.49 1443.75 1165.54 278.217 257.351
internal_count=13200 7735 7043 5465 4208 1257 692
is_linear=0
shrinkage=0.0209926


Tree=108
num_leaves=8
num_cat=0
split_feature=34 35 85 34 85 85 26
split_gain=147.69 45.4829 36.4835 35.5751 26.7341 14.8001 4.16655
threshold=1.8750000000000002 3.5550000000000002 -0.18598639455782312 4.4150000000000009 -0.31767441860465112 0.1416698292220113 0.57816666666666683
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=-0.0087893649184789813 -0.014969677274968275 0.0064164415103621034 0.0023911035767784704 -0.012729175139346779 -0.0025123776184177659 0.016007760501280988 0.0066279596168244649
leaf_weight=140.80261424183846 79.30493625998497 869.49804466962814 1472.2415651977062 198.36126211285591 1886.0143857002258 78.0826256275177 4.695891708135604
leaf_count=382 229 2423 3948 679 5301 222 16
internal_value=0.000145389 0.00356027 0.0014122 -0.00388502 -0.00301749 0.00721183 -0.012258
internal_weight=4729 2560.62 1613.04 2168.38 1965.32 947.581 203.057
internal_count=13200 6975 4330 6225 5530 2645 695
is_linear=0
shrinkage=0.0209926


Tree=109
num_leaves=8
num_cat=0
split_feature=148 35 15 35 137 123 147
split_gain=25.6475 17.2214 9.31881 6.79345 6.51408 6.38015 5.79658
threshold=0.24185130950380487 4.4750000000000005 0.36666666666666675 3.0650000000000004 5.0500000000000007 1.0250000000000001 0.43682066489192423
decision_type=2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 -4 -3
right_child=1 6 5 -5 -6 -7 -8
leaf_value=0.029646238262005239 0.0023353347882037949 -0.00030813034680040864 0.00021388714005328438 0.00015379137275628216 0.0034170039079559358 -0.004312906269152891 -0.0089040562829884404
leaf_weight=5.6149844080209759 1436.2858593761921 55.063098505139351 167.0305899977684 1128.0781722515821 18.479621067643166 720.49086612462997 98.561164394021034
leaf_count=22 4888 245 647 4075 74 2799 450
internal_value=-5.36144e-05 0.000967023 -0.00310189 0.00137753 0.00972784 -0.00345558 -0.00585416
internal_weight=3629.6 2717.99 911.616 2564.36 24.0946 887.521 153.624
internal_count=13200 9658 3542 8963 96 3446 695
is_linear=0
shrinkage=0.0209926


Tree=110
num_leaves=8
num_cat=0
split_feature=36 34 95 34 95 53 36
split_gain=156.947 62.7157 31.8378 25.6741 8.22375 7.43725 5.61085
threshold=3.0350000000000006 4.2350000000000012 -2.2499999999999982 1.425 6.7499999999999991 2.2650000000000001 6.4750000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=0.0050618382085835705 -0.0073540666315410697 0.014279244366209171 -5.0931512097593372e-05 -0.0023972265456846348 -0.0076827904249571468 0.0062905092895754987 -0.011642040498201845
leaf_weight=844.8633559346199 337.486198335886 211.96009340882301 1466.7337103188038 701.39364956319332 160.90900337696075 71.019570857286453 236.99454146623611
leaf_count=2476 1319 573 4496 2459 590 190 1097
internal_value=-0.000121093 0.00296003 0.00181566 -0.00568838 -0.00338908 0.0122912 -0.00913134
internal_weight=4031.36 2594.58 2311.6 1436.78 862.303 282.98 574.481
internal_count=13200 7735 6972 5465 3049 763 2416
is_linear=0
shrinkage=0.0209926


Tree=111
num_leaves=8
num_cat=0
split_feature=34 36 34 95 95 36 4
split_gain=141.367 49.6187 34.4133 30.5266 18.4406 8.74714 2.49461
threshold=1.8750000000000002 5.285000000000001 4.4150000000000009 -1.499999999999998 -6.7499999999999973 10.825000000000001 1396.067012156215
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=-0.0029630986106892621 -0.0071910929887715079 0.0075999765152372865 0.0021873056463335146 0.0032908508664658358 -0.0019752440966050136 0.014269844322144112 -0.01245352059094044
leaf_weight=443.02103555202484 369.17227032780647 477.50828325748444 4.6988213658332816 1528.9998673200607 1594.159163326025 108.70786342024803 196.38750624656677
leaf_count=1195 1066 1348 16 4100 4464 332 679
internal_value=0.000138792 0.00348055 -0.0038088 0.00188346 -0.00295843 0.00884499 -0.0120876
internal_weight=4722.65 2558.24 2164.42 1972.02 1963.33 586.216 201.086
internal_count=13200 6975 6225 5295 5530 1680 695
is_linear=0
shrinkage=0.0209926


Tree=112
num_leaves=8
num_cat=0
split_feature=148 35 78 15 38 97 145
split_gain=24.8166 16.5648 12.228 9.06105 6.08502 5.57729 4.61959
threshold=0.24185130950380487 4.4750000000000005 1.0333333333333337 0.36666666666666675 0.27987396680607773 3.5000000000000004 0.19775000000000001
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=0.018415164230501525 0.0032758133628758707 -0.0092050039421576677 0.00025997045497115509 -0.0044823551679786374 -0.0026071032489964566 -0.00080995535453234175 -0.0017899883619523029
leaf_weight=14.248848885297777 933.66993434727192 80.967250183224678 1632.0319033265114 622.61050845682621 9.9494875967502576 262.50613476336002 71.693007797002792
leaf_count=55 3239 370 5724 2458 41 988 325
internal_value=-4.48026e-05 0.000958075 0.00135931 -0.00304812 0.00957403 -0.0033986 -0.00575404
internal_weight=3627.68 2718.36 2565.7 909.315 24.1983 885.117 152.66
internal_count=13200 9658 8963 3542 96 3446 695
is_linear=0
shrinkage=0.0209926


Tree=113
num_leaves=8
num_cat=0
split_feature=39 95 0 40 39 95 13
split_gain=126.891 61.2031 28.329 21.0087 17.7753 9.81089 6.3985
threshold=0.38860638606080361 1.5000000000000007 1525.2106485119523 2.0850000000000004 0.55430650072090015 -7.4999999999999973 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0020045641034814915 0.008687460120685336 -0.0094150339604854132 -0.0030566947361676884 -0.0033415481356315977 0.0025088308951849354 0.0031289858022741776 0.012035741038017567
leaf_weight=1139.1095913052559 189.8082592189312 525.7207270860672 851.59998418390751 486.49576522409916 37.135030806064606 553.57531002163887 242.46493011713028
leaf_count=3651 530 2084 2946 1661 100 1575 653
internal_value=-0.000121254 -0.00229768 -0.000158176 -0.00650069 0.00626289 0.00455466 0.0107875
internal_weight=4025.91 3002.93 1990.71 1012.22 1022.98 743.384 279.6
internal_count=13200 10342 6597 3745 2858 2105 753
is_linear=0
shrinkage=0.0209926


Tree=114
num_leaves=8
num_cat=0
split_feature=34 35 34 97 34 40 4
split_gain=135.675 44.1037 32.2007 16.7324 13.6345 11.1384 2.45584
threshold=1.9150000000000003 3.5550000000000002 4.4150000000000009 3.5000000000000004 1.175 2.9850000000000008 1396.067012156215
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.0029114897206821153 -0.0014804642210084059 0.010497286901054777 0.0022377044853117661 -0.0013489223329122479 0.0051173508025464205 -0.0047389249333060967 -0.012299093236213357
leaf_weight=1045.2794694304466 971.15530809760094 314.38881558179855 4.6915177702903739 662.73437929153442 631.34653922915459 892.36399081349373 194.60887798666954
leaf_count=2804 2660 934 16 1783 1718 2606 679
internal_value=0.000132722 0.00327279 -0.00390456 0.00125559 0.00691085 -0.00304337 -0.0119329
internal_weight=4716.57 2653.75 2062.82 1708.01 945.735 1863.52 199.3
internal_count=13200 7239 5961 4587 2652 5266 695
is_linear=0
shrinkage=0.0209926


Tree=115
num_leaves=8
num_cat=0
split_feature=51 85 85 35 85 40 27
split_gain=22.8282 19.6613 13.1563 11.7508 9.59799 6.60844 6.54462
threshold=1.1650000000000003 0.046629588431590603 -0.7533333333333333 5.5650000000000004 -0.53249999999999986 1.9750000000000003 0.49527777777777787
decision_type=2 2 2 2 2 2 2
left_child=2 4 5 -4 -2 -1 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=0.03236042779107938 0.01336912883178553 0.00010959691964803863 -0.001616883407149082 -0.0082980430340767394 0.0019524390437672496 0.0014588083478399101 -0.0064878307241924551
leaf_weight=7.2423304766416532 33.211570769548416 108.10118059813976 1378.7563352584839 127.22628085315228 1799.8206685185432 5.8540443778038025 165.63992488384247
leaf_count=25 106 386 5241 620 6202 20 600
internal_value=-3.65481e-05 0.00137653 -0.00199946 -0.00218449 0.0021619 0.0189125 -0.00386502
internal_weight=3625.85 2106.77 1519.08 1505.98 1833.03 13.0964 273.741
internal_count=13200 7294 5906 5861 6308 45 986
is_linear=0
shrinkage=0.0209926


Tree=116
num_leaves=8
num_cat=0
split_feature=42 2 42 35 41 95 42
split_gain=137.01 57.5927 38.2527 24.9079 15.9766 14.1151 5.91503
threshold=3.1050000000000004 51.059356249691525 4.8350000000000009 4.2950000000000008 1.6950000000000001 -2.2499999999999982 6.2950000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.0044828838468017242 0.0011170135225490115 -0.0083747071908479853 -0.0073132334769195765 0.013846252446349187 0.0011075591111649489 -0.0035569609011619516 -0.012139752237045656
leaf_weight=1578.5205459445715 382.15064865350723 188.66282527148724 320.11823581159115 136.65948477387428 132.48969694972038 1101.3519206345081 180.98124673962593
leaf_count=4600 1229 636 1298 382 398 3787 870
internal_value=-0.000121538 0.00370277 -0.00404794 0.00523171 -0.00444797 -0.00234972 -0.00906596
internal_weight=4020.93 2036.33 1984.6 1715.18 321.153 1483.5 501.099
internal_count=13200 6016 7184 4982 1034 5016 2168
is_linear=0
shrinkage=0.0209926


Tree=117
num_leaves=8
num_cat=0
split_feature=36 36 85 40 85 85 85
split_gain=129.958 38.715 38.6342 32.8556 26.0421 11.4613 5.695
threshold=2.8950000000000005 5.285000000000001 0.32662162162162156 3.7050000000000005 -0.32270270270270268 -0.40479262672811062 0.77047619047619054
decision_type=2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -3 -4
right_child=1 5 6 -5 -6 -7 -8
leaf_value=-0.0023453893734369934 -0.012126024101653289 -0.016925699332277677 0.011497282088707683 -0.0086740399672386535 0.0027034177284507568 0.00887661066353157 0.029985547432754205
leaf_weight=2047.9090216457844 53.919565379619598 7.5623028576374045 40.472585141658783 440.22714647650719 1536.0045305788517 574.31600826978683 9.6076088547706586
leaf_count=5674 147 21 111 1443 4119 1659 26
internal_value=0.000126445 0.00389715 -0.00309804 -0.00346704 0.0021975 0.00853306 0.0151396
internal_weight=4710.02 2171.8 2538.22 2488.14 1589.92 581.878 50.0802
internal_count=13200 5946 7254 7117 4266 1680 137
is_linear=0
shrinkage=0.0209926


Tree=118
num_leaves=8
num_cat=0
split_feature=148 35 11 15 123 147 57
split_gain=23.4929 15.2548 11.804 8.86448 6.21423 5.7649 5.38234
threshold=0.24185130950380487 4.4750000000000005 1.0333333333333337 0.36666666666666675 1.0250000000000001 0.43682066489192423 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -3 -1
right_child=1 5 -4 4 -6 -7 -8
leaf_value=-0.0051376083378510875 0.0032089028532774309 0 0.0002477605951384565 0.00032253989129863911 -0.0041575042355692666 -0.0086216431228441307 0.016053577601172521
leaf_weight=7.2430752813816097 935.49148268997669 54.226551398634911 1632.5242989361286 166.23070147633553 714.83362014591694 96.390000253915787 16.978755608201027
leaf_count=32 3239 245 5724 647 2799 450 64
internal_value=-2.80321e-05 0.000945992 0.00132832 -0.00295837 -0.00330683 -0.00554104 0.00951941
internal_weight=3623.92 2718.63 2568.02 905.286 881.064 150.617 24.2218
internal_count=13200 9658 8963 3542 3446 695 96
is_linear=0
shrinkage=0.0209926


Tree=119
num_leaves=8
num_cat=0
split_feature=34 42 34 95 95 49 42
split_gain=136.356 45.9573 38.1823 28.9653 11.5041 7.77415 5.69646
threshold=2.1050000000000004 4.8350000000000009 4.2350000000000012 1.5000000000000007 -7.4999999999999973 1.6850000000000003 6.2950000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -4 -3
right_child=2 6 5 -5 -6 -7 -8
leaf_value=-1.6526420350970802e-05 0.0067280584319898478 -0.0072650921506013429 0.016953669804694642 -0.005558869810120653 0.002045532421658793 0.0092546283119135514 -0.012029052441758656
leaf_weight=1286.4242181628942 299.91611537337303 317.83744947612286 85.767567157745361 615.06641541421413 1035.7206841409206 196.09867262840271 178.72290129959583
leaf_count=4213 853 1297 235 2167 3037 528 870
internal_value=-0.000121824 -0.00330004 0.00458713 -0.0018118 0.00310057 0.0116143 -0.00898937
internal_weight=4015.55 2398.05 1617.5 1901.49 1335.64 281.866 496.56
internal_count=13200 8547 4653 6380 3890 763 2167
is_linear=0
shrinkage=0.0209926


Tree=120
num_leaves=8
num_cat=0
split_feature=40 95 36 40 54 54 6
split_gain=127.619 74.3781 32.7486 16.0364 12.2156 9.05864 3.60095
threshold=2.9850000000000008 -1.499999999999998 8.3350000000000026 4.5450000000000008 1.1850000000000003 1.7050000000000003 1564.2219930126657
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -2 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.0065292463735551779 -0.0054158675214637858 0.002976310700306246 0.011925200885893014 -0.012394343789736938 -0.0014627764085332823 0.011372273239195058 0.0046201147452502719
leaf_weight=330.94239979982376 880.35872036218643 2530.9230933189392 194.52999922633171 184.02308067679405 581.79407954216003 14.215478062629698 5.2330065965652457
leaf_count=908 2573 6872 595 650 1592 44 19
internal_value=-3.67391e-06 0.00187896 0.00361679 -0.00632768 -0.00330503 -0.00514375 -0.0118986
internal_weight=4722.02 3638.19 2725.45 1083.83 912.736 894.574 189.256
internal_count=13253 9967 7467 3286 2500 2617 669
is_linear=0
shrinkage=0.0209926


Tree=121
num_leaves=8
num_cat=0
split_feature=49 41 136 110 143 11 120
split_gain=27.6525 17.6057 8.14458 8.04993 13.4889 7.39102 6.94063
threshold=3.2050000000000005 2.2750000000000004 22.150000000000002 1.6500000000000001 1.7260000000000002 3.2583333333333337 1.7070000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=0.0002683298328309317 0.00098833107647100776 -0.0051009434659267357 -0.0042159313665700963 0.0040569468811431659 0.026324596243538997 0.0064360567239323237 -0.011810523183701611
leaf_weight=2080.9689433276653 169.15886555612087 466.88317927718163 195.17335745692253 666.52967554330826 12.297247380018232 25.464890703558922 20.958463251590729
leaf_count=7498 572 2007 709 2241 41 113 72
internal_value=0.000129247 -0.000894828 -0.000114084 0.00339749 0.00446738 -0.00449453 -0.000397468
internal_weight=3637.43 2768.49 2276.14 868.944 678.827 492.348 190.117
internal_count=13253 10327 8207 2926 2282 2120 644
is_linear=0
shrinkage=0.0209926


Tree=122
num_leaves=8
num_cat=0
split_feature=36 34 95 34 85 34 85
split_gain=135.637 52.3698 27.1177 20.9719 15.8712 9.94603 7.98005
threshold=2.8450000000000002 3.5950000000000002 -1.0000000180025095e-35 1.2550000000000001 -0.34582417582417579 6.6650000000000009 -0.43190476190476185
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=0.0045115057589234613 0.019552911428854191 0.0081480152905609223 -0.00043719281327847954 0.009239585478642072 -0.004127706813401094 0.016350197583393292 -0.010405417458213181
leaf_weight=832.80336585640907 3.863735005259513 333.81136900186539 1174.8892002999783 40.167898774147034 1278.2321898341179 83.10968092083931 284.0019083917141
leaf_count=2441 17 897 3595 135 4601 231 1336
internal_value=-0.000111142 0.00302196 0.00161318 -0.00484345 -0.00371682 0.00979452 -0.00998671
internal_weight=4030.88 2424.61 2007.69 1606.27 1318.4 416.921 287.866
internal_count=13253 7164 6036 6089 4736 1128 1353
is_linear=0
shrinkage=0.0209926


Tree=123
num_leaves=8
num_cat=0
split_feature=40 36 94 40 36 56 141
split_gain=122.541 50.6136 23.3606 15.6105 14.3813 10.0798 3.45003
threshold=2.9850000000000008 4.6350000000000007 16.050000000000004 4.5450000000000008 8.3350000000000026 2.7850000000000006 -1.1379999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -2 -5
right_child=3 4 -4 6 -6 -7 -8
leaf_value=0.0022489619181693533 -0.0053374235669718922 0.0048570317496207981 -0.0015692830147032925 -0.0011298080971378411 0.01136139677114106 0.012451759431066495 -0.012540410492940439
leaf_weight=1577.2657257318497 878.52071422338486 575.90968239307404 1277.3707067966461 13.512570410966871 205.1889221072197 14.107269048690794 173.94389455020428
leaf_count=4267 2575 1599 3470 49 631 42 620
internal_value=-7.22935e-06 0.00183618 0.000538729 -0.00621688 0.0065718 -0.00505092 -0.0117434
internal_weight=4715.82 3635.74 2854.64 1080.08 781.099 892.628 187.456
internal_count=13253 9967 7737 3286 2230 2617 669
is_linear=0
shrinkage=0.0209926


Tree=124
num_leaves=8
num_cat=0
split_feature=35 46 55 110 143 91 135
split_gain=31.5637 12.4249 10.9528 12.3271 8.03205 7.48838 5.26954
threshold=3.3350000000000004 2.0950000000000002 1.6250000000000002 1.7500000000000002 -1.8679999999999997 -0.48208333333333325 -0.28049999999999992
decision_type=2 2 2 2 2 2 2
left_child=2 4 5 -4 -2 -1 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=0.0075174837342161897 0.0060629236974276803 0.0015898823942387995 -0.0010697853055327707 0.0043850175966177306 -0.0068150651630545719 -2.7917289298030719e-05 -0.0022317631959423738
leaf_weight=60.519725650548935 22.429741680622101 210.8831851631403 234.82606565952301 800.45911419391632 329.02161520719528 1345.1695796251297 632.75866031646729
leaf_count=214 103 828 799 2694 1386 4746 2483
internal_value=0.000134275 -0.00265956 0.00150409 0.00314313 -0.00597959 0.000293538 -0.00127081
internal_weight=3636.07 1195.09 2440.97 1035.29 351.451 1405.69 843.642
internal_count=13253 4800 8453 3493 1489 4960 3311
is_linear=0
shrinkage=0.0209926


Tree=125
num_leaves=8
num_cat=0
split_feature=34 34 42 97 85 151 34
split_gain=129.018 34.1829 26.9534 18.1571 12.2795 10.876 9.7332
threshold=2.1050000000000004 3.5950000000000002 4.7650000000000006 3.5000000000000004 -0.43190476190476185 0.84100000000000008 6.6650000000000009
decision_type=2 2 2 2 2 2 2
left_child=2 5 3 -1 -4 -2 -3
right_child=1 6 4 -5 -6 -7 -8
leaf_value=-0.0037810582584286078 0.010950660531436347 0.0079681440871722728 0.023492769212297111 0.00044702502259718132 -0.0078106484088199752 0.0021595938725353873 0.016097799910463388
leaf_weight=1098.2502521574497 65.848754912614822 333.84571218490601 5.5076565146446219 752.39145448803902 515.76855337619781 1171.2340965867043 82.709179908037186
leaf_count=3716 191 897 23 2489 2268 3438 231
internal_value=-0.000111627 0.00438813 -0.00325076 -0.00205952 -0.00747073 0.0026314 0.00959381
internal_weight=4025.56 1653.64 2371.92 1850.64 521.276 1237.08 416.555
internal_count=13253 4757 8496 6205 2291 3629 1128
is_linear=0
shrinkage=0.0209926


Tree=126
num_leaves=8
num_cat=0
split_feature=34 95 85 34 85 85 1
split_gain=120.601 60.1315 34.1691 21.6556 16.8931 15.8678 4.8371
threshold=2.1050000000000004 -1.499999999999998 -0.35223443223443218 3.7650000000000001 -0.22602006688963208 -0.32270270270270268 1656.4809490721989
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -2 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.014731704648333087 -0.01433136438998087 -0.013604256160850354 0.0043290819004236864 -0.0077817903272428433 -0.0021049355446446584 -0.0030414656146519324 -0.013554110600861381
leaf_weight=50.544759750366211 57.654354065656662 47.645088285207748 2362.6303625404835 182.59964045882225 645.62548580765724 1257.6301276385784 105.37709356844425
leaf_count=141 169 131 6469 630 1755 3583 375
internal_value=-1.02377e-05 0.00240207 0.0039726 -0.00468725 -0.00302856 -0.00353998 -0.00991061
internal_weight=4709.71 3106.45 2410.28 1603.26 696.17 1315.28 287.977
internal_count=13253 8496 6600 4757 1896 3752 1005
is_linear=0
shrinkage=0.0209926


Tree=127
num_leaves=8
num_cat=0
split_feature=41 49 110 136 52 78 20
split_gain=25.6754 16.6475 12.1402 9.63089 8.08986 5.83297 5.59022
threshold=2.2750000000000004 3.3850000000000002 1.8500000000000003 22.150000000000002 3.3250000000000006 3.2583333333333337 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.00042032155347341942 -0.0075388667365494585 -0.001525202028651438 0.0051636788943539525 -0.0043145017294156998 -0.0017493810070201828 0.021914024450730873 0.0036661172990715852
leaf_weight=2243.1321763694286 257.59543320536613 151.90931035578251 544.79412443935871 206.75893184542656 205.16525313258171 4.6740102022886267 20.643313303589821
leaf_count=8054 1124 512 1816 751 888 20 88
internal_value=0.000138847 0.000835012 0.00369837 1.87743e-05 -0.00433947 -0.00119952 -0.00669036
internal_weight=3634.67 3146.59 696.703 2449.89 488.078 209.839 278.239
internal_count=13253 11133 2328 8805 2120 908 1212
is_linear=0
shrinkage=0.0209926


Tree=128
num_leaves=8
num_cat=0
split_feature=36 40 95 95 36 35 98
split_gain=126.566 46.7254 23.3766 18.2646 14.9431 13.0974 4.26849
threshold=2.8450000000000002 3.7550000000000003 -1.0000000180025095e-35 8.25 6.0650000000000004 4.1150000000000011 0.68990384615384626
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=0.0042428006015225016 -0.0027678131379053057 0.0066104399563785762 -0.00049035294942377451 -0.010574169028923821 -0.0093726010440098734 0.014479103426215443 -0.0029269627069904635
leaf_weight=764.81874656677246 1135.3678483963013 385.9586888551712 1149.4652718603611 245.29258728027344 175.17218741774559 125.21105706691742 39.10027340054512
leaf_count=2248 4062 1043 3525 1019 841 348 167
internal_value=-0.000112344 0.00290684 0.0013982 -0.00470669 -0.00365428 0.00854722 -0.00953959
internal_weight=4020.39 2425.45 1914.28 1594.93 1310.54 511.17 284.393
internal_count=13253 7164 5773 6089 4903 1391 1186
is_linear=0
shrinkage=0.0209926


Tree=129
num_leaves=8
num_cat=0
split_feature=34 85 85 34 85 144 1
split_gain=115.567 53.5128 42.9859 20.9964 15.5271 5.43989 4.7736
threshold=2.1050000000000004 -0.35223443223443218 0.26550368550368558 3.7650000000000001 -0.32270270270270268 0.013550000000000001 1656.4809490721989
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.017331479743498333 -0.014173359059993965 0.0022548306529621897 0.014917874550995703 -0.0076465950357230954 -0.0029789682345641218 0.0033409222050934202 -0.013406169682216881
leaf_weight=65.665095835924149 57.374485552310944 2909.9165581464767 123.31463712453842 181.45092248916626 1256.1042464673519 5.7177863121032706 104.29445111751556
leaf_count=182 169 7957 341 630 3583 16 375
internal_value=-1.35091e-05 0.00234708 0.00277122 -0.00459916 -0.00347159 -0.0156087 -0.00976552
internal_weight=4703.84 3104.61 3033.23 1599.22 1313.48 71.3829 285.745
internal_count=13253 8496 8298 4757 3752 198 1005
is_linear=0
shrinkage=0.0209926


Tree=130
num_leaves=8
num_cat=0
split_feature=49 148 41 112 118 127 37
split_gain=24.87 16.1111 8.91003 7.16712 7.49479 6.05753 5.4261
threshold=3.2050000000000005 0.15750136840413273 2.2950000000000004 0.13650000000000004 1.7085000000000001 2.1835000000000004 0.37875607246939763
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.0096994890795857533 0.0015499962652898349 9.3028816585684424e-05 -0.0036508854881601278 0.0040837544787548545 -0.0095189007515534916 0.01978278439743883 -0.0027860223248617642
leaf_weight=109.39972257614136 196.6113271266222 2234.3271677196026 319.95212295651436 633.97825318574905 31.239013165235519 11.194703251123427 96.679369434714317
leaf_count=475 663 8045 1408 2118 107 38 399
internal_value=0.000143766 -0.000831596 -0.000374067 0.00323318 1.14354e-05 0.00436357 -0.00647932
internal_weight=3633.38 2760.36 2554.28 873.023 227.85 645.173 206.079
internal_count=13253 10327 9453 2926 770 2156 874
is_linear=0
shrinkage=0.0209926


Tree=131
num_leaves=8
num_cat=0
split_feature=42 39 7 42 39 148 26
split_gain=109.543 40.9151 19.17 17.1505 10.926 6.06955 3.363
threshold=3.5250000000000004 0.41473994351961047 23.293978971058667 6.3650000000000011 0.62217343927731328 0.27704162465792886 0.57816666666666683
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -2 -5
right_child=3 4 -4 6 -6 -7 -8
leaf_value=0.0012976522539941823 -0.0046246410687210337 0.0051272556746102859 -0.0064715231897028783 -0.013126699218589591 0.011447409409504986 -0.00083571213503429002 -0.0063901389574971129
leaf_weight=1576.2894524782896 1032.9530442357063 707.35392686724663 153.48279201984406 116.26466064155102 147.47208684682846 231.23331263661385 50.071501716971397
leaf_count=4854 3839 1951 518 589 406 839 257
internal_value=-0.00011308 0.00246535 0.000605529 -0.00477501 0.00622318 -0.00393539 -0.0111276
internal_weight=4015.12 2584.6 1729.77 1430.52 854.826 1264.19 166.336
internal_count=13253 7729 5372 5524 2357 4678 846
is_linear=0
shrinkage=0.0209926


Tree=132
num_leaves=8
num_cat=0
split_feature=34 95 85 34 85 85 1
split_gain=110.801 57.5967 32.3036 20.4311 16.1715 15.198 4.71773
threshold=2.1050000000000004 -1.499999999999998 -0.35223443223443218 3.7650000000000001 -0.22602006688963208 -0.32270270270270268 1656.4809490721989
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -2 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.014499380843459062 -0.014017626379391539 -0.013283360321930511 0.0041791224449930385 -0.0075205343735559255 -0.002119610724463543 -0.0029159844668045108 -0.013269663925375753
leaf_weight=50.329682648181915 57.092094361782074 47.501448690891266 2359.8988092541695 180.38842409849167 645.39792165160179 1254.568287730217 103.2992630302906
leaf_count=141 169 131 6469 630 1755 3583 375
internal_value=-1.62344e-05 0.00229422 0.00383258 -0.00451331 -0.00302205 -0.00340285 -0.00963082
internal_weight=4698.48 3103.13 2407.4 1595.35 695.728 1311.66 283.688
internal_count=13253 8496 6600 4757 1896 3752 1005
is_linear=0
shrinkage=0.0209926


Tree=133
num_leaves=8
num_cat=0
split_feature=35 85 85 46 55 90 89
split_gain=28.8008 15.8556 14.0091 12.3236 11.1075 7.989 1.88642
threshold=3.3350000000000004 -0.15431372549019606 0.22718614718614713 2.0950000000000002 1.6850000000000003 -0.65249999999999997 0.73000000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -2 -3 -1 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=-0.012421386868233139 -0.0054131854165328595 -0.0002343565763510253 -0.01420931138060086 -0.00060499855317977232 0.0029674801118125447 0.0066867352938378231 0
leaf_weight=9.8124008774757367 334.47091589868069 1438.0188290327787 49.335278525948524 798.75505697727203 713.09928667545319 283.67372572422028 5.0352823436260215
leaf_count=33 1429 5079 218 3131 2402 939 22
internal_value=0.000147734 0.00145189 -0.00253277 -0.00202835 0.000824836 0.00603159 -0.0129582
internal_weight=3632.2 2444.6 1187.6 1133.23 2151.12 293.486 54.3706
internal_count=13253 8453 4800 4560 7481 972 240
is_linear=0
shrinkage=0.0209926


Tree=134
num_leaves=8
num_cat=0
split_feature=42 40 95 85 42 35 4
split_gain=105.549 49.2573 27.9563 19.5125 16.2523 12.2625 6.30951
threshold=3.5250000000000004 3.7550000000000003 -1.0000000180025095e-35 -0.34020373514431235 6.3650000000000011 4.1150000000000011 1472.9765406443792
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=0.0040598013663471185 -0.0024962517627819185 0.0063905763471922361 -0.00094737338546907468 -0.0042999740295719827 -0.011422358693515093 0.014029155626327295 0.014813450121751403
leaf_weight=797.59322091937065 12.999407559633253 385.67725411057472 1277.4436191767454 1222.3816177546978 160.86138965189457 124.24000385403633 29.042249858379364
leaf_count=2350 46 1041 3990 4548 827 348 103
internal_value=-0.000113595 0.00241409 0.000974958 -0.00470126 -0.00513171 0.00826107 0.00934754
internal_weight=4010.24 2584.95 2075.04 1425.28 1383.24 509.917 42.0417
internal_count=13253 7729 6340 5524 5375 1389 149
is_linear=0
shrinkage=0.0209926


Tree=135
num_leaves=8
num_cat=0
split_feature=36 40 40 97 36 56 96
split_gain=112.217 37.3249 26.2313 15.1363 10.5376 10.0305 8.68157
threshold=3.0450000000000004 1.7150000000000001 3.1350000000000002 3.5000000000000004 14.925000000000002 2.7450000000000006 3.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -4 -3
right_child=1 6 5 -5 -6 -7 -8
leaf_value=0.00015834300010983957 0.0074131517425334546 0 -0.0062679984222371822 -0.0036542019367339388 0.017350701267820384 0.013286743675008681 0.0033082191527661611
leaf_weight=1012.9194375276566 468.58957794308662 619.66655769944191 851.52302274107933 835.59172803163528 53.279600620269775 11.564719185233114 801.36004468798637
leaf_count=2769 1369 1664 2676 2305 172 36 2154
internal_value=-0.000216723 0.00363294 -0.00297682 -0.00156247 0.00843687 -0.00600044 0.00186534
internal_weight=4654.49 1942.9 2711.6 1848.51 521.869 863.088 1421.03
internal_count=13145 5359 7786 5074 1541 2712 3818
is_linear=0
shrinkage=0.0209926


Tree=136
num_leaves=8
num_cat=0
split_feature=35 52 149 37 77 143 41
split_gain=22.9422 11.7209 9.93287 7.31831 8.02813 5.96898 5.43142
threshold=4.1350000000000007 1.6850000000000003 0.48455842601173932 0.5903130302757974 0.25833333333333336 0.99750000000000016 2.5150000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.00082086171337143971 -0.003462146102895801 0.0044912055199924378 0.00083424477488831404 0.026313111540821919 -0.0027562368499509178 -0.0061103773881672875 -0.011371804630459097
leaf_weight=543.53734144568443 68.450294762849808 387.09470061957836 2161.9008726030588 4.2382684499025336 230.10540418326855 114.55208921432495 93.323108315467834
leaf_count=2012 315 1315 7557 19 1021 430 476
internal_value=0.000155603 0.00074559 0.00139147 -0.00460904 -0.0022101 -0.00174886 -0.00805458
internal_weight=3603.2 3207.09 2549 396.117 234.344 658.089 161.773
internal_count=13145 11314 8872 1831 1040 2442 791
is_linear=0
shrinkage=0.0209926


Tree=137
num_leaves=8
num_cat=0
split_feature=42 95 2 34 95 40 85
split_gain=113.544 43.0843 23.4893 21.1568 14.1332 12.131 8.85623
threshold=3.4450000000000007 -5.9999999999999973 -20.720752812552515 1.2550000000000001 -15.749999999999996 2.8050000000000002 -0.34582417582417579
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 6 -1 -5 -2
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.017415964851903536 0.015613312161923843 0.0032716267187346197 -0.0015602516559595789 -0.0038863062722363242 0.0064503755724712765 0.0046204829317814944 -0.010742218417097814
leaf_weight=57.222118467092514 5.6080066263675681 1018.6826352775097 783.56964929401875 1170.6347914487123 619.64053255319595 78.346929520368576 238.80417774617672
leaf_count=160 25 2998 2479 4294 1760 251 1178
internal_value=0.000111588 0.00286734 0.00116821 -0.0044599 0.00738447 -0.00334886 -0.0101179
internal_weight=3972.51 2479.11 1802.25 1493.39 676.863 1248.98 244.412
internal_count=13145 7397 5477 5748 1920 4545 1203
is_linear=0
shrinkage=0.0209926


Tree=138
num_leaves=8
num_cat=0
split_feature=36 40 95 95 95 36 53
split_gain=107.39 35.8977 34.3614 21.7989 15.253 10.3805 6.13542
threshold=3.0450000000000004 1.7150000000000001 -5.9999999999999973 8.25 7.4999999999999991 14.925000000000002 2.1050000000000004
decision_type=2 2 2 2 2 2 2
left_child=2 5 6 -4 -3 -2 -1
right_child=1 4 3 -5 -6 -7 -8
leaf_value=-0.0099410834850933247 0.0072629572394975663 0.00067077740591776262 -0.0021447211866667962 0.006411602803933476 0.0059502395845989799 0.017176889872388985 -0.0056125547923323296
leaf_weight=218.36780418455601 466.85632753372192 1111.8672724068165 1890.4723630100489 140.77151522040367 308.97521752119064 52.692357778549194 458.2078060656786
leaf_count=668 1369 2985 5361 382 833 172 1375
internal_value=-0.000215139 0.00355314 -0.00291721 -0.00154939 0.00182221 0.00827762 -0.00701667
internal_weight=4648.21 1940.39 2707.82 2031.24 1420.84 519.549 676.576
internal_count=13145 5359 7786 5743 3818 1541 2043
is_linear=0
shrinkage=0.0209926


Tree=139
num_leaves=8
num_cat=0
split_feature=85 35 39 85 85 147 91
split_gain=24.4574 18.7092 12.584 10.8647 7.93333 6.25244 5.83423
threshold=-0.13132376395534293 4.0750000000000011 0.39712314583238512 0.37285714285714294 -0.7533333333333333 0.46727212695799086 0.38250000000000001
decision_type=2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 -3 -4
right_child=1 5 6 -5 -6 -7 -8
leaf_value=0.017290515167504867 0.00029548910955623568 -0.0026068475080958339 -0.0026921001610359968 -0.0088561149624279446 0.0056273601470685705 -0.0081148017023523443 0.021494076530234309
leaf_weight=28.442647755146027 2698.6345020085573 228.20239013433456 102.14464072883129 58.393480196595192 326.43259859085083 155.12821842730045 4.5636763572692862
leaf_count=90 9554 1045 357 229 1123 731 16
internal_value=0.000159254 -0.000502562 0.00467224 9.99255e-05 0.00657561 -0.00484831 -0.00161291
internal_weight=3601.94 3140.36 461.584 2757.03 354.875 383.331 106.708
internal_count=13145 11559 1586 9783 1213 1776 373
is_linear=0
shrinkage=0.0209926


Tree=140
num_leaves=8
num_cat=0
split_feature=36 34 85 34 109 85 85
split_gain=130.905 38.4894 19.1746 18.9052 10.5777 8.95711 7.33939
threshold=3.0450000000000004 3.0750000000000006 0.52155844155844167 1.2550000000000001 3.5000000000000004 0.25519181585677758 -0.34582417582417579
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -3 -5 -2
right_child=3 4 -4 5 -6 -7 -8
leaf_value=0.0016623300416961095 0.011818046768058647 0.0084473035425781436 -0.018033675868216824 -0.0035346430203704398 -0.00034985086805094457 -0.013039458520540816 -0.010702668759298688
leaf_weight=1985.475213944912 6.3332835733890525 541.79237914085388 21.987476319074631 1035.0235829651356 66.600217193365097 46.073852315545082 265.08020243048668
leaf_count=6059 28 1476 70 3847 181 176 1308
internal_value=0.000106242 0.00284901 0.00144422 -0.00519494 0.00747643 -0.00394414 -0.0101595
internal_weight=3968.37 2615.86 2007.46 1352.51 608.393 1081.1 271.413
internal_count=13145 7786 6129 5359 1657 4023 1336
is_linear=0
shrinkage=0.0209926


Tree=141
num_leaves=8
num_cat=0
split_feature=34 35 95 34 95 37 54
split_gain=99.0963 33.2978 25.3945 24.8265 16.5368 7.53842 6.11862
threshold=1.7750000000000001 4.4350000000000014 4.3499999999999988 3.1950000000000007 -5.2499999999999973 0.65387188951914721 1.2050000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=0.0001307653027008055 -0.0057132218208005188 0.013049389027195126 0.0053047680197235757 -0.011775303041739382 -0.0011197459903749328 0.0065593210508224642 -0.0061504240145009402
leaf_weight=1272.0903977751732 449.9197036921978 124.41039603948593 624.11946734786034 121.45298005640507 1504.9577755331993 231.12537837028503 313.73932713270187
leaf_count=3433 1282 396 1691 407 4157 691 1088
internal_value=-0.00021414 0.00294483 0.00183626 -0.00319228 -0.00217939 0.00884379 -0.00773119
internal_weight=4641.82 2251.75 1896.21 2390.07 1954.88 355.536 435.192
internal_count=13145 6211 5124 6934 5439 1087 1495
is_linear=0
shrinkage=0.0209926


Tree=142
num_leaves=8
num_cat=0
split_feature=85 35 85 34 85 104 136
split_gain=23.7203 17.869 10.7109 10.1707 11.3777 7.23972 6.0988
threshold=-0.13132376395534293 4.0750000000000011 0.37285714285714294 2.2050000000000005 -0.65214285714285702 0.26850000000000007 3.1500000000000008
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=0.020402966399758946 0.00029191140353004201 0.0041455687068561627 -0.0088081632325476972 0.0053686055322181179 0.0056739668964214561 -0.0033225851142137295 -0.0055412760744318716
leaf_weight=25.681805789470673 2698.9269015341997 30.618136540055275 58.216934397816658 75.809187203645706 265.89450643956661 95.041830345988274 350.44370928406715
leaf_count=81 9554 144 229 259 923 323 1632
internal_value=0.000163509 -0.000489175 9.80301e-05 0.0046032 0.00698768 0.00050585 -0.0047504
internal_weight=3600.63 3138.21 2757.14 462.427 291.576 170.851 381.062
internal_count=13145 11559 9783 1586 1004 582 1776
is_linear=0
shrinkage=0.0209926


Tree=143
num_leaves=8
num_cat=0
split_feature=36 40 85 36 40 85 96
split_gain=125.73 32.9091 18.336 18.1438 10.9362 9.64435 8.6489
threshold=3.0450000000000004 3.7050000000000005 0.48588235294117649 6.6750000000000007 2.8950000000000005 -0.32270270270270268 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=0.0018133555627650906 -0.0042685226552510907 0.0099088217537045588 -0.016553321216851543 0.018571097046614093 0.023235975348366397 -0.011872473540759886 0.0044515579473232208
leaf_weight=2066.1825835704803 1148.9115239977837 291.01818054914474 24.188387125730515 4.580788940191268 6.3536965847015372 186.50332398712635 236.19495204091072
leaf_count=6270 4346 796 77 21 22 970 643
internal_value=0.000101032 0.00278355 0.00159854 -0.0051108 -0.00411312 -0.0111176 0.007473
internal_weight=3963.93 2617.58 2090.37 1346.35 1155.27 191.084 527.213
internal_count=13145 7786 6347 5359 4368 991 1439
is_linear=0
shrinkage=0.0209926


Tree=144
num_leaves=8
num_cat=0
split_feature=36 40 95 95 95 36 95
split_gain=98.2193 33.3599 32.7713 20.9465 14.5272 10.1796 5.85148
threshold=3.0450000000000004 1.7150000000000001 -5.9999999999999973 8.25 7.4999999999999991 14.925000000000002 -15.749999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 5 6 -4 -3 -2 -1
right_child=1 4 3 -5 -6 -7 -8
leaf_value=-0.013898894409650244 0.0069719106629748326 0.00060779913644342612 -0.0020506998614662512 0.0063367100617353041 0.0057627964531185112 0.016878802832525571 -0.0062563971170556745
leaf_weight=48.806181505322456 463.30819761753082 1111.5479532182217 1886.7546674907207 140.79419623315334 308.58807030320168 51.668156951665878 623.88948000967503
leaf_count=159 1369 2985 5361 382 833 172 1884
internal_value=-0.000213174 0.00339541 -0.00280102 -0.00146592 0.00173132 0.00797516 -0.00681799
internal_weight=4635.36 1935.11 2700.24 2027.55 1420.14 514.976 672.696
internal_count=13145 5359 7786 5743 3818 1541 2043
is_linear=0
shrinkage=0.0209926


Tree=145
num_leaves=8
num_cat=0
split_feature=85 47 39 36 85 85 124
split_gain=23.0087 17.662 11.8533 11.3317 7.31507 7.25939 5.76872
threshold=-0.13132376395534293 1.6250000000000002 0.39712314583238512 8.7550000000000008 -0.53249999999999986 0.42848484848484841 1.9000000000000001
decision_type=2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 -3 -4
right_child=1 5 6 -5 -6 -7 -8
leaf_value=0.014756652188966825 -0.0014233169352635164 0.0015491412568184228 0.0020253471456634668 -0.0087035412876545204 0.0052635333400991337 -0.011336936973077546 -0.0081282562685327155
leaf_weight=41.206598103046417 1705.278931170702 1311.2413347959518 68.316886529326439 100.09884376823902 315.51500678062439 19.472710788249969 38.225491896271706
leaf_count=130 6484 4479 235 521 1083 75 138
internal_value=0.000167765 -0.000475946 0.00453572 -0.00182962 0.00637353 0.00135698 -0.00157272
internal_weight=3599.36 3136.09 463.264 1805.38 356.722 1330.71 106.542
internal_count=13145 11559 1586 7005 1213 4554 373
is_linear=0
shrinkage=0.0209926


Tree=146
num_leaves=8
num_cat=0
split_feature=37 95 7 95 37 56 92
split_gain=93.3278 47.1528 34.6991 16.2103 9.18655 6.2276 2.48088
threshold=0.47004377417094695 -3.75 23.293978971058667 -15.749999999999996 0.66738770436256944 2.7550000000000003 0.75291666666666679
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.017053463580032537 -0.0044651853432284916 0.0012186590942693655 -0.0084380237622878069 0.0054259863655584471 -0.0097628255916146801 0.0053764683561314149 0.0081198695156371754
leaf_weight=56.984287023544312 931.57499307394028 1766.5229491144419 180.72093719244003 818.71517159044743 172.93140105903149 28.786071047186852 3.194987177848815
leaf_count=159 3527 5440 692 2357 856 98 16
internal_value=9.58509e-05 0.00214201 0.000319981 0.00618808 -0.00498243 -0.00416521 -0.00941129
internal_weight=3959.43 2822.94 1947.24 875.699 1136.49 960.361 176.126
internal_count=13145 8648 6132 2516 4497 3625 872
is_linear=0
shrinkage=0.0209926


Tree=147
num_leaves=8
num_cat=0
split_feature=36 40 34 94 36 93 56
split_gain=94.0068 32.1369 26.6952 14.3498 10.0474 8.06846 6.43287
threshold=3.0450000000000004 1.7150000000000001 3.1950000000000007 16.050000000000004 14.925000000000002 17.550000000000004 2.7450000000000006
decision_type=2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -3 -4
right_child=1 5 6 -5 -6 -7 -8
leaf_value=-0.00013367512403196339 0.0068326762839683733 0.00013775531576428149 -0.007894643556107292 -0.0034800756926757228 0.016723969179277296 0.0033108886778588503 0.010844107055720984
leaf_weight=1117.8056614398956 461.6409293115139 726.88993719220161 423.33457668125629 1147.6611062586308 51.116493970155716 692.8951630294323 8.0170846581459028
leaf_count=3071 1369 1953 1469 3220 172 1865 26
internal_value=-0.00021187 0.00332085 -0.00274519 -0.00183104 0.00782806 0.0016897 -0.00753528
internal_weight=4629.36 1932.54 2696.82 2265.47 512.757 1419.79 431.352
internal_count=13145 5359 7786 6291 1541 3818 1495
is_linear=0
shrinkage=0.0209926


Tree=148
num_leaves=8
num_cat=0
split_feature=51 55 137 136 48 108 92
split_gain=19.0328 10.2495 8.49893 8.33143 9.43056 9.09013 4.46539
threshold=1.1050000000000002 1.5550000000000004 5.9500000000000011 3.7500000000000004 1.4550000000000003 1.5000000000000002 -0.31874999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.0054287572497646649 0.0016716219975564273 0.0077936959777622989 -0.00036782790173734662 0.00306946214034593 -2.0006654921330703e-07 0.010452926305542823 -0.0086764837007039276
leaf_weight=185.95720520615578 139.42797455191612 7.3948166370391837 696.39587023854256 585.61822845041752 1774.0335602611303 84.384858086705208 124.93556760251522
leaf_count=722 490 35 2734 1938 6344 299 583
internal_value=0.00017106 -0.00226358 -0.00143984 0.00112914 0.000759603 0.00500382 -0.00771998
internal_weight=3598.15 1014.68 882.353 2583.46 2359.65 223.813 132.33
internal_count=13145 4074 3456 9071 8282 789 618
is_linear=0
shrinkage=0.0209926


Tree=149
num_leaves=8
num_cat=0
split_feature=36 34 95 34 85 34 85
split_gain=116.635 35.2271 20.3096 17.691 8.94729 8.04663 7.18493
threshold=3.0450000000000004 3.0650000000000004 -3.75 1.2550000000000001 0.25519181585677758 6.6650000000000009 -0.34582417582417579
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=0.0047625847532181938 0.011930743514202877 0.0061223653846121879 1.4870577024399841e-05 -0.0033424496005591752 -0.012895388474314193 0.013380489662902036 -0.010397482461957673
leaf_weight=546.81291398406029 6.3134835064411154 537.7631830573082 1457.4036980867386 1026.27146486938 45.533961027860641 78.620885521173477 257.02442783117294
leaf_count=1595 28 1454 4511 3847 176 226 1308
internal_value=9.11442e-05 0.00266528 0.00131258 -0.00495775 -0.00375275 0.00705591 -0.00984401
internal_weight=3955.74 2620.6 2004.22 1335.14 1071.81 616.384 263.338
internal_count=13145 7786 6106 5359 4023 1680 1336
is_linear=0
shrinkage=0.0209926


Tree=150
num_leaves=8
num_cat=0
split_feature=36 85 85 85 40 85 85
split_gain=96.4697 38.4023 32.2462 27.0454 24.2032 16.007 2.96274
threshold=3.1450000000000005 0.031600312256049805 -0.3342156862745097 -0.43190476190476185 1.6650000000000003 0.54060606060606065 -0.7533333333333333
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=-0.015206893326128769 -0.024433520460781229 0.0027355504137096288 -0.0029888677276306871 0.0081605729021226973 0.0025394385082293156 0.021816465833017211 -0.0099037701862436777
leaf_weight=99.404050007462502 12.998471826314928 340.65823981165886 2378.8189761638641 452.24749431014061 1349.9699989557266 20.656794279813766 14.905735522508619
leaf_count=300 36 966 6862 1381 3638 56 41
internal_value=-0.000124363 -0.00254769 -0.00348087 0.00363296 0.00395266 0.00383966 -0.0168434
internal_weight=4669.66 2839.54 2478.22 1830.12 1802.22 361.315 27.9042
internal_count=13280 8184 7162 5096 5019 1022 77
is_linear=0
shrinkage=0.0209926


Tree=151
num_leaves=8
num_cat=0
split_feature=148 85 85 94 134 8 98
split_gain=23.0688 19.2966 16.0057 6.75886 9.42022 6.00847 5.10512
threshold=0.22751819289406963 -0.85333333333333328 0.04424010217113656 17.550000000000004 1.1500000000000001 0.44761904761904764 0.5590277777777779
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.0044267443134045435 0.0047765209069103127 0.0014186571319381557 -0.0034096422742389536 0.019143926206965561 0.021121662854849753 -0.000425122231030496 0.029814350091581624
leaf_weight=604.06360307335854 5.672025382518771 2453.0142354667187 344.69622266292572 7.1591277867555609 6.3656286895275107 197.11200171709061 12.77503791451454
leaf_count=2468 18 8675 1277 27 26 750 39
internal_value=6.36552e-05 0.000964949 0.00082207 -0.00304596 -0.00415249 0.000237318 0.022375
internal_weight=3630.86 2816.16 2797.71 814.7 610.429 204.271 18.4471
internal_count=13280 10009 9952 3271 2494 777 57
is_linear=0
shrinkage=0.0209926


Tree=152
num_leaves=8
num_cat=0
split_feature=42 42 95 85 37 85 85
split_gain=81.0327 21.2707 18.6862 18.3985 14.4352 11.6835 9.31302
threshold=3.1050000000000004 6.035000000000001 5.9999999999999991 0.16514492753623178 0.18599440929606256 -0.10634259259259259 -0.34582417582417579
decision_type=2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 -4 -3
right_child=1 6 5 -5 -6 -7 -8
leaf_value=0.0087233851361302722 -0.0017011210241981308 0.020270671207631642 0.0088942787341772002 -0.010415600812563684 0.0029098448783738142 -0.0059885801605019211 -0.010378584827587717
leaf_weight=213.10080087184906 1608.5941003412008 4.3699261993169776 27.410791009664536 114.68579359352589 1689.453129991889 146.42603346705437 187.88289915025234
leaf_count=587 5723 20 87 420 4969 471 1003
internal_value=8.6382e-05 -0.00302636 0.00296028 -0.00228385 0.00356352 -0.00361434 -0.00965706
internal_weight=3991.92 1915.53 2076.39 1723.28 1902.55 173.837 192.253
internal_count=13280 7166 6114 6143 5556 558 1023
is_linear=0
shrinkage=0.0209926


Tree=153
num_leaves=8
num_cat=0
split_feature=36 95 36 95 95 28 80
split_gain=92.7841 31.0987 22.1724 15.9688 15.162 10.6991 7.89398
threshold=3.1450000000000005 5.9999999999999991 5.285000000000001 7.4999999999999991 -3.75 6.1833333333333345 0.089597366200098713
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=-0.005658962692611489 0.0007971475646984294 0.0026178468263679446 0.0078025476546842807 0.0065831714949559162 -0.0021622727798167362 0.01853062055174446 -0.0010547308217951953
leaf_weight=810.43490594625473 1000.3171103000641 303.68665181100368 512.963537722826 267.05418190360069 1702.4071354269981 19.991269052028656 47.512146294116974
leaf_count=2451 2687 829 1552 720 4850 54 137
internal_value=-0.000124287 -0.00250203 0.00356296 0.00202012 -0.00329192 0.00361543 0.00704318
internal_weight=4664.37 2836.52 1827.85 1267.37 2512.84 323.678 560.476
internal_count=13280 8184 5096 3407 7301 883 1689
is_linear=0
shrinkage=0.0209926


Tree=154
num_leaves=8
num_cat=0
split_feature=148 38 3 122 110 122 134
split_gain=22.3283 11.5892 10.8087 9.97075 7.3608 8.16592 8.02126
threshold=0.24269371034620571 0.26394704956425169 1537.1742464688909 1.6055000000000004 4.9500000000000011 1.9485000000000003 1.1500000000000001
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.0043767285724404621 -0.0025029651853325711 0.0031920188705954178 -0.00052848424062983004 0.0017637190928630616 0.0015712475391528858 -0.0054669315911773826 0.019896167814413487
leaf_weight=587.03943967819214 583.4560150206089 1195.062216296792 480.379948168993 410.54403902590275 267.42848877608776 99.620805710554123 5.9933218061923972
leaf_count=2387 2174 4051 1662 1570 1013 399 24
internal_value=6.75654e-05 0.0010563 0.00212243 -0.000735921 -0.00267655 -0.000325961 -0.00412336
internal_weight=3629.52 2669.44 1675.44 994 960.082 367.049 593.033
internal_count=13280 9457 5713 3744 3823 1412 2411
is_linear=0
shrinkage=0.0209926


Tree=155
num_leaves=8
num_cat=0
split_feature=34 95 34 95 2 38 3
split_gain=71.432 32.2653 24.2835 16.7565 10.645 8.84633 4.86535
threshold=2.1850000000000005 -2.2499999999999982 6.1950000000000012 8.25 -288.57641642458196 0.25335275555457365 1557.6549962783831
decision_type=2 2 2 2 2 2 2
left_child=1 4 5 -3 -1 -2 -4
right_child=2 3 6 -5 -6 -7 -8
leaf_value=0.035213663661843718 0.005589677558253122 -0.0024907514171480737 0.01530909019185674 -0.0076724862581940339 0.0021917748667283289 0.0019054203370613399 0
leaf_weight=4.3598689883947364 402.28527909517288 1598.2481848597527 88.559330254793167 333.9419866502285 520.81802624464035 1029.800863713026 10.42082619667053
leaf_count=13 1100 5816 254 1398 1696 2973 30
internal_value=8.26663e-05 -0.00213366 0.003643 -0.00338879 0.00247502 0.0029437 0.0137125
internal_weight=3988.43 2457.37 1531.07 1932.19 525.178 1432.09 98.9802
internal_count=13280 8923 4357 7214 1709 4073 284
is_linear=0
shrinkage=0.0209926


Tree=156
num_leaves=8
num_cat=0
split_feature=36 85 85 85 40 85 85
split_gain=89.2332 37.0274 31.5083 26.1202 22.4862 15.4909 4.40615
threshold=3.1450000000000005 0.031600312256049805 -0.3342156862745097 -0.41468085106382974 1.6650000000000003 0.54060606060606065 -0.7533333333333333
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=-0.015010866772793353 -0.024140711082127606 0.0027282344979487286 -0.0028897677393831286 0.0079252964641470195 0.0024868095490463639 0.021495099855565795 -0.0083490515761446005
leaf_weight=98.66675266623497 12.93549871444702 340.44977211952209 2373.3823773264885 448.88061231374741 1340.6127245128155 20.669636517763138 23.355486661195755
leaf_count=300 36 966 6862 1381 3615 56 64
internal_value=-0.000123977 -0.00245721 -0.00337549 0.00349401 0.00385368 0.00381564 -0.0141095
internal_weight=4658.95 2833.17 2472.05 1825.78 1789.49 361.119 36.291
internal_count=13280 8184 7162 5096 4996 1022 100
is_linear=0
shrinkage=0.0209926


Tree=157
num_leaves=8
num_cat=0
split_feature=148 95 9 97 142 134 109
split_gain=21.6427 15.013 9.99702 6.75771 10.7336 8.73667 6.07413
threshold=0.22751819289406963 7.4999999999999991 2.0690476190476197 4.5000000000000009 -0.93649999999999989 1.1500000000000001 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=-0.0041762204228330642 0.0021206630482429492 -0.0038782359796072502 -0.001781035512548518 0.01935125207652081 -0.00070367375075615867 0.02016156731285737 0.0031332413926794815
leaf_weight=638.06095649302006 2073.4207175523043 345.09382218122482 335.00679413974285 12.714185386896132 153.44541929662228 6.5022518783807746 63.89087487757206
leaf_count=2614 7273 1300 1197 48 583 26 239
internal_value=7.21832e-05 0.000943212 0.00157596 -0.00294891 0.00080212 -0.00392329 -0.00277123
internal_weight=3628.14 2817.41 2408.43 810.723 166.16 644.563 408.985
internal_count=13280 10009 8470 3271 631 2640 1539
is_linear=0
shrinkage=0.0209926


Tree=158
num_leaves=8
num_cat=0
split_feature=36 2 36 35 35 1 42
split_gain=78.7835 27.3785 22.9609 20.1311 9.49906 7.94072 6.70503
threshold=2.6550000000000007 62.32840372334875 3.9850000000000008 4.7750000000000012 2.7250000000000005 1560.0334848074938 6.3650000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.0031796759409270141 -0.00034249753790751105 -0.0074280976425659742 -0.0050441986597712677 0.014132386380081012 0.00057940911453477676 -0.0047083187641868973 -0.010066928091696552
leaf_weight=1848.061404466629 865.41090081632137 137.16431266069412 547.02812676131725 77.348933726549149 122.62251037359238 234.06282317638397 152.82772308588028
leaf_count=5342 2970 443 2285 226 369 793 852
internal_value=7.80348e-05 0.00275779 -0.00317374 0.00362216 -0.00363006 -0.00127627 -0.00614784
internal_weight=3984.53 2185.2 1799.33 1925.41 259.787 1099.47 699.856
internal_count=13280 6380 6900 5568 812 3763 3137
is_linear=0
shrinkage=0.0209926


Tree=159
num_leaves=8
num_cat=0
split_feature=36 85 85 85 85 85 85
split_gain=85.4683 36.0216 30.8674 25.4408 22.1534 15.0301 5.09236
threshold=3.1450000000000005 0.031600312256049805 -0.3342156862745097 -0.36222222222222217 0.24397849462365598 0.54060606060606065 -0.7533333333333333
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=-0.014865145835373943 -0.023914565024216586 0.002705273109138939 -0.0028359713801787471 0.003255576097946947 0.013945197075831906 0.021185583774358918 -0.0076129266348571667
leaf_weight=98.126216158270836 12.883433967828749 340.48515498638153 2370.7226929664612 1691.270780980587 90.336005330085754 20.684568881988525 28.805578827857971
leaf_count=300 36 966 6862 4720 261 56 79
internal_value=-0.000124523 -0.00240912 -0.00331602 0.00341888 0.00380027 0.0037769 -0.0127654
internal_weight=4653.31 2830.02 2468.85 1823.3 1781.61 361.17 41.689
internal_count=13280 8184 7162 5096 4981 1022 115
is_linear=0
shrinkage=0.0209926


Tree=160
num_leaves=8
num_cat=0
split_feature=85 97 85 23 36 85 4
split_gain=21.3638 16.1116 13.4327 10.4563 9.96354 9.09915 5.11481
threshold=-0.084728682170542594 2.5000000000000004 0.34491228070175434 2.9285714285714293 4.0850000000000009 -0.65214285714285702 1490.3039202162208
decision_type=2 2 2 2 2 2 2
left_child=3 4 -3 5 -2 -1 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.01610565135302762 -0.0012834987809361147 0.00094890272203845133 -0.012184144804534698 0.0038438668830605657 -0.0054595774364300581 0.0043479678982363632 -0.0055540273280081237
leaf_weight=31.480429902672768 948.81613512337208 1721.3489776402712 34.980111256241798 40.044381976127625 345.15525114536285 436.30327911674976 68.690679982304573
leaf_count=99 3478 6172 144 140 1494 1513 240
internal_value=7.6283e-05 -0.000622823 0.000684615 0.00378347 -0.00240112 0.00514944 -0.00204906
internal_weight=3626.82 3050.3 1756.33 576.519 1293.97 467.784 108.735
internal_count=13280 11288 6316 1992 4972 1612 380
is_linear=0
shrinkage=0.0209926


Tree=161
num_leaves=8
num_cat=0
split_feature=36 35 36 7 6 1 42
split_gain=75.7125 23.4674 22.1885 20.341 8.28311 6.74507 6.57782
threshold=2.6550000000000007 4.7750000000000012 3.9850000000000008 10.487177011274868 1509.4895059793491 1799.6812647759878 6.3650000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=0.0031126448926775425 -0.00017853461026876323 0.0158073794759159 -0.0049623212775651649 -0.0028175013543126084 -0.004356745794444521 -0.0073450450873395103 -0.0099618534508729636
leaf_weight=1812.9802278578281 816.31604659557343 71.961914598941803 544.568354845047 295.76594293117523 282.34110222756863 5.7147500514984122 151.11084967851639
leaf_count=5233 2804 211 2285 919 959 17 852
internal_value=7.48601e-05 0.00269875 -0.00311973 0.00227863 -0.00125663 0.0140425 -0.00605516
internal_weight=3980.76 2186.42 1794.34 2108.75 1098.66 77.6767 695.679
internal_count=13280 6380 6900 6152 3763 228 3137
is_linear=0
shrinkage=0.0209926


Tree=162
num_leaves=8
num_cat=0
split_feature=34 95 95 95 34 50 4
split_gain=82.2092 29.2893 20.5491 17.9172 14.6604 10.198 6.26497
threshold=1.7750000000000001 -1.5000000000000002 9.75 5.9999999999999991 4.4150000000000009 1.155 1652.6694716368809
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.0066672984282737146 -0.0029380736463160526 0.002808456662705139 0.0087996972720956607 0.0032789293026383426 -0.0092814695507512177 0.00064854803897578612 -0.010933891802365108
leaf_weight=166.35427287220955 1964.827663898468 1621.6171385347843 300.16694632172585 237.41078822314739 175.82244680821896 167.38695240020752 14.371526211500166
leaf_count=456 5631 4499 862 651 683 458 40
internal_value=-0.000125551 0.00274873 0.00374673 -0.00283735 -0.00346132 -0.00298373 0.00244869
internal_weight=4647.96 2255.53 1921.78 2392.43 2140.65 333.741 251.782
internal_count=13280 6275 5361 7005 6314 914 691
is_linear=0
shrinkage=0.0209926


Tree=163
num_leaves=8
num_cat=0
split_feature=85 97 85 23 96 85 4
split_gain=20.4614 15.6451 12.9781 10.1298 9.70098 8.54557 4.97973
threshold=-0.084728682170542594 2.5000000000000004 0.34491228070175434 2.9285714285714293 4.5000000000000009 -0.65214285714285702 1490.3039202162208
decision_type=2 2 2 2 2 2 2
left_child=3 4 -3 5 -2 -1 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.015614176984235582 -0.0016657779258549726 0.00094069574187619358 -0.012044179533892408 0.003761637092222343 -0.0071754932956573057 0.0042655934410739272 -0.0055072758509529729
leaf_weight=31.766160488128662 1129.6531172245741 1721.7480046153069 34.562365263700485 40.137196585536003 161.85505056381226 437.31363573670387 68.543982490897179
leaf_count=99 4334 6172 144 140 638 1513 240
internal_value=8.0081e-05 -0.000605205 0.000682445 0.00370339 -0.00235997 0.00504431 -0.00204018
internal_weight=3625.58 3047.82 1756.31 577.761 1291.51 469.08 108.681
internal_count=13280 11288 6316 1992 4972 1612 380
is_linear=0
shrinkage=0.0209926


Tree=164
num_leaves=8
num_cat=0
split_feature=36 34 34 7 85 85 3
split_gain=72.8368 26.2978 21.7545 18.7785 11.0365 10.9092 4.76436
threshold=2.6550000000000007 6.1950000000000012 1.425 10.487177011274868 -0.43190476190476185 -0.20102564102564102 1557.6549962783831
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -4 -3
right_child=2 6 5 -5 -6 -7 -8
leaf_value=0.0029508152651770338 0.018666574237795507 0.014881453766540426 0.004935419804213111 -0.0027553946293572998 -0.0071137483770842566 -0.0021768896001991963 0
leaf_weight=1794.4935233592987 7.3261112719774237 87.516191422939301 103.03602936863899 295.23542657494545 503.06361709535122 1176.1811461448669 10.353407770395277
leaf_count=5178 29 254 346 918 2386 4139 30
internal_value=7.25227e-05 0.00264319 -0.00306717 0.00214236 -0.00673433 -0.00160028 0.0132882
internal_weight=3977.21 2187.6 1789.61 2089.73 510.39 1279.22 97.8696
internal_count=13280 6380 6900 6096 2415 4485 284
is_linear=0
shrinkage=0.0209926


Tree=165
num_leaves=8
num_cat=0
split_feature=34 95 35 42 34 38 91
split_gain=63.3947 38.8197 16.7868 12.7161 12.478 11.0046 4.95914
threshold=2.1650000000000005 -1.499999999999998 5.955000000000001 2.8950000000000005 3.8350000000000004 0.20718274706276324 -0.10999999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.0078374135659687368 0.019036245261697931 0.0025386664818003585 0.01106826246573968 -0.0011204556353857447 -0.0006504705787968685 -0.0029658374723266563 -0.0091065183417873511
leaf_weight=157.66274875402451 10.050373911857603 2346.0893100202084 106.7065791785717 597.39329570531845 36.945643454790115 1149.073129683733 219.32740254700184
leaf_count=437 29 6427 363 1638 138 3355 825
internal_value=-2.33385e-06 0.0016295 0.00291169 -0.00252935 -0.0037041 -0.00277094 -0.0079061
internal_weight=4623.25 3207.85 2452.8 755.056 1415.4 1159.12 256.273
internal_count=13212 8865 6790 2075 4347 3384 963
is_linear=0
shrinkage=0.0209926


Tree=166
num_leaves=8
num_cat=0
split_feature=148 41 149 145 36 28 56
split_gain=16.8715 11.8325 9.97786 9.26604 4.92926 4.53312 4.34298
threshold=0.15750136840413273 1.925 0.5661226627981949 0.41745000000000004 2.2050000000000005 1.0000000180025095e-35 3.3550000000000004
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.010729278989258999 0.00014484803831697001 -0.0021859179141615268 0.00095950830621868374 0.0033194414476546362 0.011942477959533938 -0.0039797792819743936 0.006178788692683004
leaf_weight=84.50927072763443 786.69115297496319 931.84321843087673 847.27564644813538 842.75413089990616 8.4437909722328168 98.6438949406147 6.9003845900297156
leaf_count=362 2735 3554 3175 2875 37 445 29
internal_value=0.000148711 0.000496467 -0.000685274 0.00178969 -0.00579881 -0.00267968 -0.00940062
internal_weight=3607.06 3408.56 1779.12 1629.45 198.497 107.088 91.4097
internal_count=13212 12339 6729 5610 873 482 391
is_linear=0
shrinkage=0.0209926


Tree=167
num_leaves=8
num_cat=0
split_feature=39 7 93 85 93 39 0
split_gain=69.3944 31.984 22.2144 15.7457 9.81585 6.37259 6.34262
threshold=0.31409412172849244 22.166209032685632 20.550000000000004 -0.23091011871113623 12.900000000000002 0.32846747663679837 1555.8596920232162
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -3 -1
right_child=1 5 -4 4 -6 -7 -8
leaf_value=0.0076975858991345687 0.00401911424441956 0.0088603538192142724 -0.001967553507729646 -0.0014905592389677892 -0.0049519127664764502 -0.0077849089941800205 -0.002162083597667275
leaf_weight=76.775636240839958 1713.0711818933487 10.606000334024428 323.80544471740723 548.27100521326065 1083.7016999870539 150.04772378504276 44.961178347468376
leaf_count=265 4973 33 977 2025 4181 588 170
internal_value=-0.000131817 0.00235219 0.00306506 -0.00324719 -0.00379198 -0.00665627 0.00401684
internal_weight=3951.24 2197.53 2036.88 1753.71 1631.97 160.654 121.737
internal_count=13212 6571 5950 6641 6206 621 435
is_linear=0
shrinkage=0.0209926


Tree=168
num_leaves=8
num_cat=0
split_feature=34 85 85 85 85 85 1
split_gain=60.8163 44.1374 31.8226 17.2162 14.6067 13.1851 1.73472
threshold=2.1650000000000005 -0.11189852700490999 0.27459459459459462 -0.7533333333333333 -0.35223443223443218 0.10382302892796368 1485.9136331204988
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=-0.022614133307035943 -0.0057263380383669139 0.0020554526687463783 0.013302710850481415 -0.0038526733963805534 -0.0038557106308706188 0.0038377472719958263 -0.017994480610948035
leaf_weight=23.023185312747955 7.4068804681301108 2693.0157844126225 115.82668593525887 374.21563735604286 1265.1629009991884 105.80838537216187 34.162963017821312
leaf_count=66 23 7438 325 1036 3899 313 112
internal_value=-4.36936e-06 0.00159354 0.00252095 -0.00495208 -0.00363457 -0.00325846 -0.0159235
internal_weight=4618.62 3206.08 2808.84 397.239 1412.54 1370.97 41.5698
internal_count=13212 8865 7763 1102 4347 4212 135
is_linear=0
shrinkage=0.0209926


Tree=169
num_leaves=8
num_cat=0
split_feature=85 85 80 135 45 40 123
split_gain=22.8038 13.8631 13.1603 6.83148 8.40153 5.46326 0.678759
threshold=-0.043475609756097537 0.56333333333333335 0.032923425780568609 -0.30549999999999994 1.1250000000000002 3.5650000000000004 1.3605000000000003
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=0.010397344649457603 -0.0050698899088645367 -0.017134340527233605 -6.7696226603069368e-05 0.00057511006143336609 0.0056864276163246137 -0.0029789498098294746 -0.0092803021278770274
leaf_weight=91.899351730942726 254.49014627933502 20.452450245618824 2622.1622700542212 350.47061544656754 240.68475019931793 15.145607084035872 10.861917197704313
leaf_count=316 1111 90 9539 1267 787 56 46
internal_value=0.000151756 -0.000664839 -0.000511889 0.00355968 0.00266423 0.0084601 -0.0145627
internal_weight=3606.17 2907.97 2876.65 698.2 591.155 107.045 31.3144
internal_count=13212 10786 10650 2426 2054 372 136
is_linear=0
shrinkage=0.0209926


Tree=170
num_leaves=8
num_cat=0
split_feature=36 96 34 85 36 49 92
split_gain=83.9315 24.3715 21.5835 14.9378 13.4889 9.35191 7.01587
threshold=2.6550000000000007 4.5000000000000009 3.9850000000000008 -0.30278388278388274 6.0650000000000004 1.5150000000000003 0.62291666666666679
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=0.0027780550476001302 0.0040403640869519433 -0.0070316833732058789 0.0092586451950236338 -0.0031773362627392763 -0.0087707428716018859 1.6093578361724567e-05 0.031433971742977032
leaf_weight=1430.2756612300873 68.383705765008926 108.12158116698265 270.31114730238914 1495.641915127635 219.2145916223526 350.9417799115181 4.4674126952886573
leaf_count=4172 239 348 750 5461 1200 1026 16
internal_value=-0.000132316 0.00265147 0.00381097 -0.00349796 -0.00389514 -0.00163343 0.00578583
internal_weight=3947.36 2159.65 1700.59 1787.71 1714.86 459.063 72.8511
internal_count=13212 6296 4922 6916 6661 1374 255
is_linear=0
shrinkage=0.0209926


Tree=171
num_leaves=8
num_cat=0
split_feature=95 85 34 85 85 85 111
split_gain=58.2393 43.6181 35.5309 20.8094 17.1032 12.4036 11.3206
threshold=-2.2499999999999982 -0.12344827586206894 1.9150000000000003 1.0000000180025095e-35 -0.5116666666666666 0.48588235294117649 8.4500000000000011
decision_type=2 2 2 2 2 2 2
left_child=3 4 -3 6 -2 -5 -1
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.0085324301362255783 -0.018322202248865951 0.0039506412294715324 -0.00086648276358425465 0.0011203596710335905 -0.0036942533406726643 0.025970723266486747 -0.003679054730997792
leaf_weight=299.95004858076572 39.478232771158218 1953.252453148365 1028.7372824549675 190.34297862648964 348.02334761619568 9.3222223520278913 745.04048493504524
leaf_count=887 115 5432 2993 556 983 26 2220
internal_value=-7.27508e-06 0.0014251 0.00228721 -0.00388879 -0.00519687 0.00230455 -0.00507672
internal_weight=4614.15 3369.49 2981.99 1244.66 387.502 199.665 1044.99
internal_count=13212 9523 8425 3689 1098 582 3107
is_linear=0
shrinkage=0.0209926


Tree=172
num_leaves=7
num_cat=0
split_feature=80 51 54 38 7 37
split_gain=18.1976 10.8022 8.12193 7.69678 6.30795 6.00246
threshold=0.032923425780568609 1.2750000000000001 2.1150000000000007 0.26033832357418657 -33.443114532354222 0.41101535744265122
decision_type=2 2 2 2 2 2
left_child=2 4 5 -3 -2 -1
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0085398030279101329 -0.0035140645449032643 -0.0069547461443099983 0.024336642942701256 0.0028344627709289316 0.00016395592784501778 -0.0019622208929320748
leaf_weight=143.51622781157494 226.89067582786083 36.546938240528107 3.9733717590570441 919.71142613887787 2164.196818754077 110.39517748355865
leaf_count=637 869 132 20 3037 8044 473
internal_value=0.000153986 0.000569244 -0.00521753 0.00245533 -0.000183053 -0.00569884
internal_weight=3605.23 3347.35 257.885 956.258 2391.09 253.911
internal_count=13212 12082 1130 3169 8913 1110
is_linear=0
shrinkage=0.0209926


Tree=173
num_leaves=8
num_cat=0
split_feature=39 7 2 85 53 56 91
split_gain=64.201 30.3189 17.0758 14.8906 9.47652 7.96308 6.28641
threshold=0.31409412172849244 22.166209032685632 -185.64896188391432 -0.23091011871113623 3.9050000000000007 2.0850000000000004 0.29791666666666666
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -3 -1
right_child=1 5 -4 4 -6 -7 -8
leaf_value=0.0026602981402699664 0.007238381425445195 -0.0082726709319570924 0.0020808139156714006 -0.0038280801381570897 0.012952159047196479 0.0061719004881256008 0.022821467234645211
leaf_weight=114.73234210908413 340.99679127335548 140.84602968394756 1697.4000649005175 1608.2379821389914 14.842526808381079 18.713086694478989 7.3496324717998496
leaf_count=409 960 559 4990 6155 51 62 26
internal_value=-0.000131066 0.00225452 0.00294595 -0.00313835 -0.00367169 -0.00654865 0.00391321
internal_weight=3943.12 2197.96 2038.4 1745.16 1623.08 159.559 122.082
internal_count=13212 6571 5950 6641 6206 621 435
is_linear=0
shrinkage=0.0209926


Tree=174
num_leaves=8
num_cat=0
split_feature=85 95 85 85 36 36 85
split_gain=56.5956 52.2291 32.1942 23.521 12.0998 9.0515 1.84553
threshold=0.046629588431590603 -1.5000000000000002 -0.12344827586206894 0.56333333333333335 1.5250000000000001 2.4050000000000007 0.77047619047619054
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -2 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.0096240313407909596 0.00099358843913647144 -0.0050925711659978506 0.0014098911622382956 0.015314287426196595 -0.0038017222497214354 0.0067089267707933593 0.024514898589764769
leaf_weight=192.95351810753345 186.99055904150009 386.46873785555363 2539.5156086236238 22.849918812513351 892.77168671786785 363.83364123106003 24.760224789381027
leaf_count=654 548 1096 7187 65 2579 1012 71
internal_value=-8.83907e-06 -0.000908221 0.000549402 0.00601234 -0.00484086 0.0047774 0.0201996
internal_weight=4610.14 4011.71 2925.98 598.434 1085.73 550.824 47.6101
internal_count=13212 11516 8283 1696 3233 1560 136
is_linear=0
shrinkage=0.0209926


Tree=175
num_leaves=8
num_cat=0
split_feature=85 85 80 135 45 89 29
split_gain=21.3198 13.4221 12.341 6.58374 8.02949 6.09679 0.971463
threshold=-0.043475609756097537 0.56333333333333335 0.032923425780568609 -0.30549999999999994 1.1250000000000002 0.23000000000000001 4.6458333333333348
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=0.020272419349121492 -0.0049207714802352856 -0.017098396627850704 -5.7913023408960621e-05 0.00052240567470374089 0.0055111554255636436 0.0060685231634262553 -0.0077785044765032799
leaf_weight=16.121754348278046 252.34404611587524 21.455296918749813 2620.7850253283978 351.05708907544613 241.75077778100967 91.505124270915985 9.3417397737503034
leaf_count=54 1111 95 9539 1267 787 318 41
internal_value=0.00015538 -0.00063616 -0.000486677 0.00344385 0.00256491 0.00824058 -0.0144266
internal_weight=3604.36 2903.93 2873.13 700.435 592.808 107.627 30.797
internal_count=13212 10786 10650 2426 2054 372 136
is_linear=0
shrinkage=0.0209926


Tree=176
num_leaves=8
num_cat=0
split_feature=36 95 34 85 36 6 31
split_gain=78.258 32.4081 20.6176 12.5757 11.9259 7.74824 5.73555
threshold=2.8250000000000006 4.3499999999999988 5.1450000000000005 -0.23091011871113623 6.0650000000000004 1519.8670347813536 0.064665471923536402
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=0.0025631263575206218 0.023418294461849311 -0.0061556906767191487 0.010580547043556194 -0.0035209801520446051 -0.0089628485388838289 0.0027614147496792005 0.0019209451093719428
leaf_weight=1953.9459232985973 5.8574789762496939 226.26043170690536 152.91879212856293 1239.0040223449469 209.0387374907732 52.184586614370346 100.2484575510025
leaf_count=5677 21 724 439 4662 1159 159 371
internal_value=-0.000130606 0.00225642 0.00314731 -0.0037973 -0.00430987 -0.00446733 0.00315274
internal_weight=3939.46 2385.31 2106.86 1554.15 1448.04 278.445 106.106
internal_count=13212 6999 6116 6213 5821 883 392
is_linear=0
shrinkage=0.0209926


Tree=177
num_leaves=8
num_cat=0
split_feature=36 40 36 120 40 41 96
split_gain=53.9897 16.5576 16.3182 15.2535 8.93791 7.154 5.26734
threshold=2.8250000000000006 4.0050000000000008 5.285000000000001 1.8945000000000001 1.3350000000000002 1.9150000000000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -4 -2 -3
right_child=2 6 4 -5 -6 -7 -8
leaf_value=-0.0024077093216555083 -0.00037357663188601837 -0.010401338642697726 0.011177348131267006 0.0022450586436707971 0.0042006541248331784 0.002418229801458891 -0.0045121317528085013
leaf_weight=1716.4120423942804 666.22379460930824 117.94509221613407 100.67441573739052 378.06251405179501 442.14006662368774 1019.2457501888275 165.40496261417866
leaf_count=4886 1798 449 338 1053 1326 2751 611
internal_value=-1.16691e-05 -0.00221284 0.00233508 -0.00156558 0.00550341 0.00131186 -0.0069804
internal_weight=4606.11 2377.82 2228.28 2094.47 542.814 1685.47 283.35
internal_count=13212 6999 6213 5939 1664 4549 1060
is_linear=0
shrinkage=0.0209926


Tree=178
num_leaves=8
num_cat=0
split_feature=148 148 35 110 31 37 48
split_gain=15.0604 6.93636 6.88075 7.15768 6.63507 6.41352 5.95321
threshold=0.24423393900191323 0.15750136840413273 3.1950000000000007 21.950000000000003 0.07513440860215051 0.41101535744265122 1.4350000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -2 -3 -1 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=-0.0089488445554837051 0.0022260065757803101 -0.013510655586178829 -0.010720948094221479 -0.0033258967292630346 -0.00084551614941597453 -0.001224424679253546 -0.00014784943182416979
leaf_weight=107.354222625494 1529.3435740619898 18.687747538089752 24.169272899627686 109.01231807470322 870.98847691714764 87.635585635900497 856.34783247113228
leaf_count=492 5150 72 100 364 3368 381 3285
internal_value=0.000156973 -0.00190958 0.00104876 0.00185368 -0.00111692 -0.00550172 -0.000443499
internal_weight=3603.54 1084.67 2518.87 1638.36 889.676 194.99 880.517
internal_count=13212 4313 8899 5514 3440 873 3385
is_linear=0
shrinkage=0.0209926


Tree=179
num_leaves=8
num_cat=0
split_feature=36 96 34 27 85 36 31
split_gain=75.7444 26.9287 21.6225 13.5329 12.1642 11.7315 5.48788
threshold=2.8250000000000006 4.5000000000000009 3.9850000000000008 0.51050000000000006 -0.23091011871113623 6.0650000000000004 0.064665471923536402
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.0024704687206062756 0.022778488048447589 -0.0053994280909462284 0.0089170538184856745 0.0013181709324965678 -0.0034676865892457362 -0.0088834247540603411 0.0018717107279167995
leaf_weight=1589.3735946714878 5.9306744188070288 258.32794269919395 269.0110327899456 268.84887340664864 1236.0762446820736 207.47032622992992 100.42248192429543
leaf_count=4655 21 799 750 795 4662 1159 371
internal_value=-0.000128861 0.00221735 0.00340622 -0.00196453 -0.00374317 -0.00424936 0.0030825
internal_weight=3935.46 2385.56 1858.38 527.177 1549.9 1443.55 106.353
internal_count=13212 6999 5405 1594 6213 5821 392
is_linear=0
shrinkage=0.0209926


Tree=180
num_leaves=8
num_cat=0
split_feature=34 36 26 36 34 100 91
split_gain=66.0797 31.0497 16.4488 12.8578 10.4158 8.43679 4.71416
threshold=2.3050000000000002 3.9850000000000008 0.52612500000000006 8.7550000000000008 3.7650000000000001 0.22500000000000003 -0.034999999999999941
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0010461016860042679 0.0030713729990056236 0.0032736671508556531 0.0030777777780471691 0.0095920208111642501 -0.0024220707335041673 -0.0039945384393266893 -0.0095462919115764551
leaf_weight=1751.6595419049263 80.892654240131378 899.58645376563072 563.27311483025551 169.97209760546684 53.211188524961472 844.64554676413536 210.16591274738312
leaf_count=4763 234 2528 1527 577 202 2508 809
internal_value=-0.000170417 0.00132407 -4.06078e-05 0.00428224 -0.00442881 -0.00337181 -0.0081251
internal_weight=4573.41 3384.49 2314.93 1069.56 1188.92 925.538 263.377
internal_count=13148 9395 6290 3105 3753 2742 1011
is_linear=0
shrinkage=0.0209926


Tree=181
num_leaves=8
num_cat=0
split_feature=35 85 85 147 5 127 26
split_gain=17.624 11.0754 9.66369 7.61547 6.731 5.231 2.91152
threshold=3.2750000000000004 0.18657596371882076 0.041481481481481355 0.48544710124560408 1480.9301596122448 1.3875000000000002 0.62236111111111125
decision_type=2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -4 -3
right_child=1 6 5 -5 -6 -7 -8
leaf_value=0.0022269571365576284 -0.0059838198822986513 -0.011063927584388022 -0.0045690575604302478 -0.0028674061456064963 -0.00070988758516579112 0.0011833284413522854 0.0038679365077027568
leaf_weight=1879.4231904894114 118.73148131370544 65.224143594503403 171.34147883951664 138.0731342881918 1089.9766694754362 115.57072702050209 5.8091965466737738
leaf_count=6363 496 293 613 503 4434 418 28
internal_value=0.000263839 -0.00170986 0.00136199 0.00187594 -0.0012319 -0.00223529 -0.00977549
internal_weight=3584.15 1279.74 2304.41 2017.5 1208.71 286.912 71.0333
internal_count=13148 5251 7897 6866 4930 1031 321
is_linear=0
shrinkage=0.0209926


Tree=182
num_leaves=8
num_cat=0
split_feature=42 2 36 39 56 42 93
split_gain=70.5358 22.0191 15.3856 13.9385 8.86995 7.2234 6.85214
threshold=3.1050000000000004 66.896487797661976 3.8050000000000002 0.55430650072090015 2.0850000000000004 7.3150000000000004 26.550000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -3 -4 -2
right_child=2 4 5 -5 -6 -7 -8
leaf_value=0.0026690796471461366 -0.0011187187486016482 -0.0051089349920980945 -0.0046159149134928227 0.0078353803992984011 0.0053307331421266714 -0.011201702551089064 -0.009145088693485539
leaf_weight=1527.8255676478148 1090.8220780640841 201.62040315568447 640.24355705082417 272.66951397061348 43.204417809844017 84.414366111159325 49.215129017829895
leaf_count=4443 3671 678 2766 758 133 521 178
internal_value=-4.12969e-05 0.00264965 -0.00299547 0.00345413 -0.00324711 -0.00538968 -0.00146941
internal_weight=3910.02 2045.32 1864.7 1800.5 244.825 724.658 1140.04
internal_count=13148 6012 7136 5201 811 3287 3849
is_linear=0
shrinkage=0.0209926


Tree=183
num_leaves=8
num_cat=0
split_feature=34 85 85 85 85 85 85
split_gain=63.4361 51.3158 37.7056 12.0994 8.164 6.48036 5.32135
threshold=2.3050000000000002 0.25914438502673803 -0.19466150870406182 0.0063775971093043508 -0.31767441860465112 0.48588235294117649 0.50016806722689089
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=-0.0066744895354688754 -0.013785865243636758 0.01092989282612025 0.0014585931398135138 8.9483423845675554e-05 -0.0047610246352516004 0.02050775726736229 0.020033663125482198
leaf_weight=274.23625728487968 46.920069381594658 86.686277478933334 2975.4014294147491 149.6069103628397 981.98322525620461 7.2050070762634268 45.691257372498512
leaf_count=770 157 243 8250 460 3116 20 132
internal_value=-0.000169503 0.00129424 0.000770773 -0.00434856 -0.00517722 0.00105812 0.0141082
internal_weight=4567.73 3382.02 3249.64 1185.72 1028.9 156.812 132.378
internal_count=13148 9395 9020 3753 3273 480 375
is_linear=0
shrinkage=0.0209926


Tree=184
num_leaves=8
num_cat=0
split_feature=35 120 42 109 147 121 26
split_gain=16.8456 7.19683 7.79899 7.25431 7.14018 8.3344 7.21909
threshold=3.2750000000000004 1.3540000000000003 7.2150000000000007 1.0000000180025095e-35 0.48544710124560408 0.81650000000000011 0.52527777777777784
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.0022997238288615654 -0.0074005089973266189 7.6502826669974235e-05 -0.0065937707093806641 -0.0016646470841090619 0.0066014838680684669 -0.0051189919715904373 -0.00068173936042318403
leaf_weight=1685.5377746671438 163.33883632719517 781.2433298677206 85.570322886109352 246.98946352303028 32.971420809626579 136.08805568516254 451.48572459816933
leaf_count=5736 680 3137 458 976 118 504 1539
internal_value=0.000265336 -0.00166715 -0.00057646 -0.00395956 0.00133765 -0.00280489 0.0016676
internal_weight=3583.22 1277.14 866.814 410.328 2306.08 169.059 2137.02
internal_count=13148 5251 3595 1656 7897 622 7275
is_linear=0
shrinkage=0.0209926


Tree=185
num_leaves=8
num_cat=0
split_feature=42 34 85 2 42 35 142
split_gain=67.7524 23.895 16.2654 15.0557 14.577 6.66204 2.35839
threshold=3.1050000000000004 3.8050000000000002 0.26550368550368558 60.81126278537625 6.3650000000000011 4.7750000000000012 -1.1974999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=0.0023953535825418119 -0.0020184848839068614 0.0060065092661660182 0 -0.0030786079703741241 -0.0092106047835370363 0.013094808536908979 -0.014338331049148183
leaf_weight=1427.5437781363726 1658.2135230600834 280.45028540492058 5.8881184607744208 261.38720202445984 134.7972447425127 76.111534595489502 61.134666740894318
leaf_count=4153 6052 762 23 866 803 231 258
internal_value=-4.39715e-05 0.00259142 -0.0029447 0.00154535 -0.00256185 0.00753298 -0.0131156
internal_weight=3905.53 2045.49 1860.03 1688.93 1793.01 356.562 67.0228
internal_count=13148 6012 7136 5019 6855 993 281
is_linear=0
shrinkage=0.0209926


Tree=186
num_leaves=8
num_cat=0
split_feature=95 85 85 34 85 1 145
split_gain=75.9628 43.9218 31.8275 14.2722 13.0848 6.80058 6.77692
threshold=4.3499999999999988 0.32662162162162156 -0.19888888888888887 2.3550000000000004 -0.21570747217806038 1515.6324769475134 0.16445000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=-0.008807505461201846 -0.0031375711296535011 0.0081882335142252956 -0.0014507582220721273 0.018454969636544909 0.0059894798613905759 0.021009146648304885 -0.0045619329965137538
leaf_weight=283.34860908985138 73.978303909301758 42.874671086668968 3086.4378416389227 5.9475077688693991 945.49436348676682 34.254701018333435 90.568228587508202
leaf_count=847 205 120 8938 17 2659 97 265
internal_value=-0.000168808 -0.00171103 -0.00207077 0.0045903 0.00532248 0.0139442 -0.00309405
internal_weight=4562.9 3446.92 3369.79 1115.99 1019.47 77.1294 96.5157
internal_count=13148 10002 9785 3146 2864 217 282
is_linear=0
shrinkage=0.0209926


Tree=187
num_leaves=8
num_cat=0
split_feature=147 85 126 35 7 34 56
split_gain=16.4595 15.4834 9.92868 9.57094 8.94558 7.45292 4.83978
threshold=0.48544710124560408 0.04424010217113656 2.2360000000000002 3.3450000000000002 2.8166329846876583 1.155 3.1850000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.0021061913794591085 -0.0068655949896873408 -0.0040893962612292044 0.009823434910266363 -0.00067921679540579847 -0.0061191768423430369 0.0026190295596116723 0.004563740309203897
leaf_weight=2012.0462101846933 237.20971724390984 351.41256864368916 23.978270649909973 741.77360185980797 62.824634850025177 136.25415347516537 17.021200329065323
leaf_count=6821 972 1333 95 3005 311 538 73
internal_value=0.000264938 0.000807754 -0.00318797 0.00135417 -0.00347159 -0.000114534 -0.00608158
internal_weight=3582.52 3129.21 375.391 2753.82 453.31 199.079 254.231
internal_count=13148 11254 1428 9826 1894 849 1045
is_linear=0
shrinkage=0.0209926


Tree=188
num_leaves=8
num_cat=0
split_feature=42 2 85 42 39 41 91
split_gain=65.3052 20.5342 15.7138 14.356 12.8713 8.23186 2.1423
threshold=3.1050000000000004 66.896487797661976 0.26550368550368558 6.3650000000000011 0.55430650072090015 2.0750000000000006 -0.3479166666666666
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=0.0025644653378555705 -0.0019842400241738365 -0.0048466603587391868 -0.0039228595548698262 -0.0091445527504720407 0.007537783673517603 0.0056777512498808304 -0.014693339766029023
leaf_weight=1529.791677698493 1656.0136883556843 205.45206205546856 11.051441878080366 133.88043528795242 271.54789206385612 38.576015830039978 55.059343889355659
leaf_count=4443 6052 695 48 803 758 116 233
internal_value=-4.46276e-05 0.00254136 -0.00289703 -0.00252249 0.00331684 -0.00316337 -0.0129652
internal_weight=3901.37 2045.37 1856 1789.89 1801.34 244.028 66.1108
internal_count=13148 6012 7136 6855 5201 811 281
is_linear=0
shrinkage=0.0209926


Tree=189
num_leaves=8
num_cat=0
split_feature=36 7 36 47 112 94 148
split_gain=58.5028 23.4237 22.6171 9.24497 8.86098 7.31775 5.45959
threshold=2.6350000000000002 17.061299487805858 7.6950000000000012 1.7150000000000001 0.59050000000000014 19.050000000000004 0.27654902553509503
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -2 -3 -1 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=-0.0023887094224882273 0.0024670959495670755 0.0018858184122674748 0.0093103365553483235 -0.00027359546996860614 0.013144479661165895 -0.0050641686491081205 -0.0046013135260169436
leaf_weight=1116.1381800621748 1369.7379384934902 154.3402992784977 205.01799426972866 893.17118093371391 38.98077654838562 768.61631570756435 12.760400444269179
leaf_count=3298 3772 424 696 2423 107 2386 42
internal_value=-0.000167882 -0.00276713 0.00200759 0.00138323 0.00418071 -0.00348232 0.00847325
internal_weight=4558.76 2078.08 2480.69 2262.91 193.321 1884.75 217.778
internal_count=13148 6215 6933 6195 531 5684 738
is_linear=0
shrinkage=0.0209926


Tree=190
num_leaves=8
num_cat=0
split_feature=147 95 7 10 37 110 80
split_gain=16.0103 10.6668 8.6915 8.03263 7.34408 7.32453 4.66705
threshold=0.48544710124560408 4.3499999999999988 2.8166329846876583 2.378571428571429 0.44281453657787723 8.0500000000000025 0.045785126783846462
decision_type=2 2 2 2 2 2 2
left_child=1 5 6 -3 -4 -1 -2
right_child=2 3 4 -5 -6 -7 -8
leaf_value=0.00041665181763058653 -0.0081907468511403653 -0.0018455568079565833 -0.0048219883450333562 0.0078511548749755182 0.0033300532867646623 0.0027689786000248168 -0.0021970055403646056
leaf_weight=1274.1847005039454 160.13422892987728 731.20567132532597 84.826706409454346 39.539639964699745 114.25006248056889 1084.7300578355789 93.035579353570938
leaf_count=4597 687 2729 364 146 485 3782 358
internal_value=0.000264123 0.000798878 -0.00342595 -0.00134191 -0.000119524 0.00150038 -0.00600703
internal_weight=3581.91 3129.66 452.247 770.745 199.077 2358.91 253.17
internal_count=13148 11254 1894 2875 849 8379 1045
is_linear=0
shrinkage=0.0209926


Tree=191
num_leaves=8
num_cat=0
split_feature=36 95 35 95 35 36 85
split_gain=60.2686 24.0127 17.4961 13.1677 10.9841 9.20374 8.6746
threshold=2.8550000000000004 -7.4999999999999973 3.1850000000000005 -1.5000000000000002 5.955000000000001 1.5550000000000004 -0.22602006688963208
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.009930483215720716 0.013778919767261401 -0.00039014284915380197 0.003999275856990803 -0.003830187804740572 -0.012882016004906479 0.0039587439311557625 -0.00025077639442981875
leaf_weight=177.83469608426094 21.047616481781006 1338.2246089726686 569.9822615981102 1154.9026112109423 62.820428192615509 328.37522667646408 244.64341646432877
leaf_count=502 69 4037 1634 4711 394 921 880
internal_value=-4.51403e-05 0.00199971 0.000918474 -0.00337658 -0.00430108 0.0060661 0.000842643
internal_weight=3897.83 2414.42 1908.21 1483.41 1217.72 506.21 265.691
internal_count=13148 7094 5671 6054 5105 1423 949
is_linear=0
shrinkage=0.0209926


Tree=192
num_leaves=8
num_cat=0
split_feature=95 85 85 85 40 113 1
split_gain=71.9766 42.3312 30.9277 13.7093 10.7126 8.68509 6.67109
threshold=4.3499999999999988 0.32662162162162156 -0.19888888888888887 -0.19466150870406182 2.9450000000000007 0.47750000000000009 1515.6324769475134
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.008677329968421665 -0.00052081019542862274 0.0080091816941293137 -0.0014119080367105475 0.005875254028938728 -0.0014932222050619663 -0.018978324729810644 0.020722949674416822
leaf_weight=282.25586169958115 81.965261459350586 42.778898507356644 3081.0101646929979 923.60287728905678 94.875072240829468 13.135960578918455 34.172894522547722
leaf_count=847 229 120 8938 2605 275 37 97
internal_value=-0.000167021 -0.00166959 -0.00202307 0.00447063 0.00518416 -0.00312054 0.0137173
internal_weight=4553.8 3440.22 3363.27 1113.58 1018.48 95.1012 76.9518
internal_count=13148 10002 9785 3146 2880 266 217
is_linear=0
shrinkage=0.0209926


Tree=193
num_leaves=8
num_cat=0
split_feature=147 35 7 37 26 17 56
split_gain=15.4998 9.92512 8.53491 7.14891 6.98014 6.01436 4.7699
threshold=0.48544710124560408 3.2750000000000004 2.8166329846876583 0.44281453657787723 0.52527777777777784 3.5000000000000004 3.1850000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 4 6 -4 -1 -3 -2
right_child=2 5 3 -5 -6 -7 -8
leaf_value=0.0022147140425711289 -0.0067207333543614139 -0.0012797000161214136 -0.0047497074615573303 0.0033012025319214479 -0.0007151641888975492 0.0071856296432037765 0.0046467863085203412
leaf_weight=1689.6615130901337 235.16681644320488 950.3087941557169 84.483183801174164 114.36474347114563 451.93674577772617 38.346491441130638 16.969276696443558
leaf_count=5736 972 3824 364 485 1539 155 73
internal_value=0.000264766 0.000790211 -0.00337172 -9.52946e-05 0.0015942 -0.000946524 -0.00593672
internal_weight=3581.24 3130.25 450.984 198.848 2141.6 988.655 252.136
internal_count=13148 11254 1894 849 7275 3979 1045
is_linear=0
shrinkage=0.0209926


Tree=194
num_leaves=8
num_cat=0
split_feature=42 2 36 40 41 40 29
split_gain=60.8963 19.3921 14.319 12.1738 7.90824 6.90275 6.66935
threshold=3.1050000000000004 66.896487797661976 3.8050000000000002 4.955000000000001 2.0750000000000006 1.3750000000000002 3.4722222222222228
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -3 -4 -2
right_child=2 4 5 -5 -6 -7 -8
leaf_value=0.0026477352072153322 0.0012445022885057481 -0.0047623886873399759 -0.013286235367668296 0.0086503846569897826 0.0055449117889882008 -0.0046046692791552176 -0.0023400747459148166
leaf_weight=1637.6557326465845 315.42904113233089 204.71139720082283 43.687963709235191 164.81010833382607 38.66649666428566 669.73544502258301 819.2230990678072
leaf_count=4725 1078 695 290 476 116 2997 2771
internal_value=-4.69535e-05 0.00244692 -0.00281029 0.00319924 -0.00310518 -0.005143 -0.00133936
internal_weight=3893.92 2045.84 1848.08 1802.47 243.378 713.423 1134.65
internal_count=13148 6012 7136 5201 811 3287 3849
is_linear=0
shrinkage=0.0209926


Tree=195
num_leaves=8
num_cat=0
split_feature=36 7 40 36 40 6 36
split_gain=52.306 28.1744 19.1297 11.1694 10.8705 8.98339 8.86444
threshold=2.3850000000000002 17.061299487805858 2.1450000000000005 14.175000000000002 5.0650000000000004 1522.6865171875847 1.7150000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -4 -3
right_child=2 6 5 -5 -6 -7 -8
leaf_value=-0.0033254160790800297 0.0031499973962402119 0.0086532863993122721 -0.00043275641908482204 0.013255258249709143 -0.010471104352288133 0.0050664688457236189 -0.0021951828363924795
leaf_weight=1457.9861029982567 1287.1053873002529 112.83873537182808 1373.5475524365902 50.434604927897453 101.08334183692932 144.66544532775879 46.136371344327927
leaf_count=4351 3662 306 3748 187 436 396 130
internal_value=-3.61849e-05 -0.00293153 0.001704 0.00353461 -0.00379178 8.80979e-05 0.00547487
internal_weight=4573.8 1718.04 2855.75 1337.54 1559.07 1518.21 158.975
internal_count=13216 5223 7993 3849 4787 4144 436
is_linear=0
shrinkage=0.0209926


Tree=196
num_leaves=7
num_cat=0
split_feature=148 145 134 94 10 92
split_gain=15.3811 10.3149 10.2893 9.88111 8.4236 5.80636
threshold=0.24423393900191323 0.45300000000000007 1.2250000000000003 29.550000000000004 0.20714285714285713 0.11624999999999996
decision_type=2 2 2 2 2 2
left_child=2 5 4 -3 -1 -2
right_child=1 3 -4 -5 -6 -7
leaf_value=0.015099769316913186 -0.00062688385601778601 0.0024616493030021436 0.026671490372667341 0.021352483986709737 -0.0021835463437080635 0.0029966125483861105
leaf_weight=12.510834991931914 1170.0893124192953 1113.0459862351418 5.5324112623929969 12.410581499338148 1053.1699800640345 233.80989280343056
leaf_count=50 4220 3808 22 44 4216 856
internal_value=0.000282854 0.00117691 -0.00182374 0.00267421 -0.00197616 -2.00102e-05
internal_weight=3600.57 2529.36 1071.21 1125.46 1065.68 1403.9
internal_count=13216 8928 4288 3852 4266 5076
is_linear=0
shrinkage=0.0209926


Tree=197
num_leaves=8
num_cat=0
split_feature=42 2 93 42 85 85 136
split_gain=53.0205 25.7736 16.8763 11.907 10.1914 8.42439 2.97222
threshold=3.4850000000000008 49.851993366629024 12.900000000000002 6.2950000000000008 -0.21289215686274501 0.22005602240896346 6.9500000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -2 -5
right_child=3 4 -4 6 -6 -7 -8
leaf_value=0.0045246154241615454 -0.0024794485351209493 0.0077126919966915173 0.00076381482891809272 -0.0061626816106661354 -0.0040874805786184311 -0.010698365187595909 -0.012396716587122471
leaf_weight=990.1050790399313 1166.4444644451141 34.876695290207863 1129.1846988201141 72.808228597044945 393.92482735216618 58.124748811125755 71.137163281440735
leaf_count=2868 4503 109 3317 447 1291 243 438
internal_value=-0.000216553 0.00157214 0.00252307 -0.00355048 -0.00311656 -0.00287347 -0.00927672
internal_weight=3916.61 2548.09 2119.29 1368.51 428.802 1224.57 143.945
internal_count=13216 7585 6185 5631 1400 4746 885
is_linear=0
shrinkage=0.0209926


Tree=198
num_leaves=8
num_cat=0
split_feature=85 36 85 85 85 34 36
split_gain=50.4905 46.1514 20.1662 17.0543 7.3215 6.2887 0.0347283
threshold=0.30762951334379912 2.6350000000000002 -0.61504643962848293 -0.31767441860465112 0.77047619047619054 1.6150000000000004 4.1350000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.012281138752687354 0.016151359090566822 -0.018927135573036047 0.0017574381976688312 -0.0023268336641828137 0.026152518905134755 0.0051044190459122894 0.019912479152480782
leaf_weight=79.16655658185482 46.879854932427406 20.918492257595062 2378.5112829506397 1971.1998149752617 14.312081426382067 47.291237875819206 10.865370586514471
leaf_count=255 140 60 6651 5905 39 131 35
internal_value=-3.74661e-05 -0.000399913 0.00157512 -0.00271351 0.013436 0.0106545 0.0236495
internal_weight=4569.14 4449.8 2399.43 2050.37 119.349 94.1711 25.1775
internal_count=13216 12871 6711 6160 345 271 74
is_linear=0
shrinkage=0.0209926


Tree=199
num_leaves=8
num_cat=0
split_feature=148 145 94 10 12 92 105
split_gain=14.8756 9.96021 9.48686 9.0755 6.40895 5.65386 5.10186
threshold=0.24423393900191323 0.45300000000000007 29.550000000000004 0.20714285714285713 0.22500000000000003 0.11624999999999996 0.53250000000000008
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 4 -1 -2 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.028082212539125219 -0.00061419117462438086 0.002422735186689123 0.020840887429628818 -0.0029869870193578729 -0.001180186649409522 0.002959898710088912 0.00015212571531494936
leaf_weight=7.5886102020740491 1169.4896367043257 1114.3434729874134 12.537930727005003 728.6299060434103 5.3021097332239151 234.07522214949131 328.06729651987553
leaf_count=29 4220 3808 44 2983 22 856 1254
internal_value=0.000283535 0.001162 0.0026319 -0.00179029 0.0156754 -1.47276e-05 -0.00200788
internal_weight=3600.03 2530.45 1126.88 1069.59 12.8907 1403.56 1056.7
internal_count=13216 8928 3852 4288 51 5076 4237
is_linear=0
shrinkage=0.0209926


Tree=200
num_leaves=8
num_cat=0
split_feature=36 34 2 36 98 36 105
split_gain=55.2093 19.2693 14.6576 12.3386 5.86866 5.29885 2.55999
threshold=2.8250000000000006 4.5650000000000004 65.213256806531845 7.1550000000000011 0.77525252525252542 1.1450000000000002 0.59450000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=0.0018306342930172446 -0.0035776161684884038 0.013318668390744944 -0.0032557546124341741 -0.010980620539711343 -0.00043259333011779871 0.0057272700253218744 -0.0041165988686941678
leaf_weight=1903.7739102840424 1008.4675147235394 56.6365946829319 286.79286786913872 105.28378756344318 357.86590015888214 159.59376379847527 34.235624492168427
leaf_count=5523 3947 176 909 650 1347 446 218
internal_value=-0.000215907 0.00175525 0.00116253 -0.00336957 -0.00275738 0.00773777 -0.00933057
internal_weight=3912.65 2406.8 2190.57 1505.85 1366.33 216.23 139.519
internal_count=13216 7054 6432 6162 5294 622 868
is_linear=0
shrinkage=0.0209926


Tree=201
num_leaves=8
num_cat=0
split_feature=95 36 36 95 36 145 3
split_gain=51.8187 27.005 13.755 13.2458 11.3778 6.00093 5.03614
threshold=-2.2499999999999982 2.8650000000000007 1.5050000000000001 8.25 14.175000000000002 0.99645000000000017 1592.5747728104304
decision_type=2 2 2 2 2 2 2
left_child=2 3 6 -2 -3 -4 -1
right_child=1 4 5 -5 -6 -7 -8
leaf_value=-0.0094594019431594057 -0.0012719099127897328 0.0028096778155951743 -0.0025124746446717654 0.0060991976808742942 0.013048743175188296 -0.019850243993211836 0.0024758130739777067
leaf_weight=197.28412419557571 1408.7749643325806 1731.1743855476379 1036.9419978559017 116.15870186686516 49.484352514147758 8.9590448439121229 16.242446839809418
leaf_count=693 4070 4852 3019 318 186 26 52
internal_value=-3.8978e-05 0.00134051 -0.00366348 -0.000707296 0.00309691 -0.00266556 -0.00852913
internal_weight=4565.02 3305.59 1259.43 1524.93 1780.66 1045.9 213.527
internal_count=13216 9426 3790 4388 5038 3045 745
is_linear=0
shrinkage=0.0209926


Tree=202
num_leaves=7
num_cat=0
split_feature=54 85 148 85 54 37
split_gain=16.4357 16.7889 10.0173 7.53208 6.09058 3.66179
threshold=1.6250000000000002 0.048719452590420258 0.27064914705796966 0.42848484848484841 2.1050000000000004 0.68151292009651776
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2
right_child=4 3 -4 -5 -6 -7
leaf_value=0.00048159598255432591 -0.009035647848954529 -0.0023696248178282915 0.0033946268227611682 -0.011689394082661208 0.013768844454875341 0
leaf_weight=2355.9087134897709 116.78679974377155 384.15480341017246 669.74948081374168 42.886765152215958 6.0418592989444724 24.000410526990891
leaf_count=8576 562 1452 2280 195 31 120
internal_value=0.000283067 0.000576865 0.00112799 -0.00331678 -0.00659308 -0.00750086
internal_weight=3599.53 3452.7 3025.66 427.042 146.829 140.787
internal_count=13216 12503 10856 1647 713 682
is_linear=0
shrinkage=0.0209926


Tree=203
num_leaves=8
num_cat=0
split_feature=95 36 0 34 36 102 3
split_gain=57.4562 28.9872 18.3212 12.7346 7.54291 5.81758 3.60375
threshold=1.0000000180025095e-35 2.3850000000000002 1522.2859111795026 8.3450000000000006 3.9850000000000008 0.48850000000000005 1500.9645994691407
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0031074179621565189 -0.0078047888022588123 0.0014421366961537814 -0.0036574279299673939 0.015058930761332974 -0.009983021940100336 -0.002328253753372366 -0.0052503681825555289
leaf_weight=1443.694222599268 98.112960800528526 674.14527250826359 574.38310514390469 40.631412208080292 105.23029999434948 725.89050641655922 246.56514144688845
leaf_count=4102 326 2276 2180 127 500 2456 1249
internal_value=-0.000213933 0.00145425 -0.00090008 0.0034378 -0.00409528 -0.00298614 -0.0066796
internal_weight=3908.65 2732.85 1248.53 1484.33 1175.8 824.003 351.795
internal_count=13216 8685 4456 4229 4531 2782 1749
is_linear=0
shrinkage=0.0209926


Tree=204
num_leaves=8
num_cat=0
split_feature=85 36 85 85 85 40 36
split_gain=48.7899 42.4751 19.6385 16.7191 7.15428 4.04234 0.0091528
threshold=0.30762951334379912 2.6350000000000002 -0.61504643962848293 -0.31767441860465112 0.77047619047619054 2.0850000000000004 4.1350000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.01212648311197486 0.015282146953034526 -0.018771633088570321 0.0016783159412858436 -0.0022371869140978039 0.025794573526030082 0.0062964319316130149 0.019710337266944024
leaf_weight=78.616227924823761 43.177643194794655 20.841548979282379 2375.8307859152555 1966.5384081453085 14.266761481761934 50.616726458072662 10.721522673964499
leaf_count=255 131 60 6651 5905 39 140 35
internal_value=-4.04475e-05 -0.000396564 0.00149849 -0.00261967 0.0132361 0.0104839 0.0233754
internal_weight=4560.61 4441.83 2396.67 2045.15 118.783 93.7944 24.9883
internal_count=13216 12871 6711 6160 345 271 74
is_linear=0
shrinkage=0.0209926


Tree=205
num_leaves=8
num_cat=0
split_feature=85 80 85 31 51 85 27
split_gain=15.3557 10.7425 7.98162 7.96281 4.15467 3.5211 0.701772
threshold=0.37285714285714294 0.032064909297052156 0.048719452590420258 2.1742424242424243 1.2050000000000003 0.77047619047619054 0.5631666666666667
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=-0.0051648917302439456 -0.016059699078497483 0.0011018354431610949 -0.0021638127216686608 0.020459575430813778 0.0009131386342370422 -0.016610988091363486 -0.0045136895530121044
leaf_weight=183.5347548276186 31.188392281532288 2979.4266670197248 370.0445396900177 5.4363833218812934 18.786380410194401 6.7038047164678565 3.7991075664758673
leaf_count=834 151 10684 1400 24 75 29 19
internal_value=0.0002831 0.000463662 0.000739624 -0.00440242 -0.0102022 -0.00350811 -0.0149426
internal_weight=3598.92 3538.44 3349.47 188.971 60.4777 25.4902 34.9875
internal_count=13216 12942 12084 858 274 104 170
is_linear=0
shrinkage=0.0209926


Tree=206
num_leaves=8
num_cat=0
split_feature=95 36 5 34 85 42 99
split_gain=55.368 27.8282 16.2118 12.4589 8.04248 7.90549 1.51784
threshold=1.0000000180025095e-35 2.3850000000000002 1502.4161583723244 8.3450000000000006 0.29583850931677019 6.035000000000001 0.93933823529411764
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0030405145239340652 -0.0031467479446490496 0.0015429074990842026 -0.0032409733119088814 0.014903662745522473 -0.014791784612279606 -0.0093307343611881942 0
leaf_weight=1444.6009422838688 1032.2569494098425 613.47839677333832 634.09314329922199 40.337489098310471 35.27741676568985 101.03357902169228 3.6125733554363242
leaf_count=4102 3738 2065 2391 127 155 622 16
internal_value=-0.000212464 0.00142351 -0.000884726 0.00336599 -0.00403021 -0.00370227 -0.0134638
internal_weight=3904.69 2732.51 1247.57 1484.94 1172.18 1133.29 38.89
internal_count=13216 8685 4456 4229 4531 4360 171
is_linear=0
shrinkage=0.0209926


Tree=207
num_leaves=8
num_cat=0
split_feature=36 7 36 6 34 36 93
split_gain=44.9408 26.6448 16.8559 10.6137 9.46304 8.57372 8.30365
threshold=2.3850000000000002 17.061299487805858 5.285000000000001 1531.4346073955037 5.0550000000000006 1.7150000000000001 23.550000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 4 6 -4 -1 -3 -2
right_child=2 5 3 -5 -6 -7 -8
leaf_value=-0.0031277652202932184 0.00030733589450066077 0.0085654230035628019 0.0054021779193628473 -0.016406690989259284 -0.0096627394628580419 -0.0021087253027522223 0.0039934464122552034
leaf_weight=1443.6838816255331 2013.9872823953629 112.80573581159115 512.89559927582741 9.9222116470336896 105.65620650351048 46.056042462587357 311.64401504397392
leaf_count=4321 5495 306 1621 30 466 130 847
internal_value=-4.19335e-05 -0.0027351 0.00157147 0.00497914 -0.0035765 0.00544076 0.000803345
internal_weight=4556.65 1708.2 2848.45 522.818 1549.34 158.862 2325.63
internal_count=13216 5223 7993 1651 4787 436 6342
is_linear=0
shrinkage=0.0209926


Tree=208
num_leaves=7
num_cat=0
split_feature=54 148 97 10 54 39
split_gain=15.7051 10.2675 9.38724 7.56079 5.95789 3.79667
threshold=1.6250000000000002 0.27350937747107446 8.5000000000000018 2.2583333333333337 2.1050000000000004 0.15255684118373378
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2
right_child=4 3 -4 -5 -6 -7
leaf_value=-0.00012814744969493535 0 0.0021556273571935766 0.011912083412029288 0.0098221431717448026 0.013620639663969814 -0.0090046022850048205
leaf_weight=2736.7800047695637 25.216522768139839 624.40128441154957 28.837078735232353 62.913916528224945 6.0667996853590003 114.28176595270634
leaf_count=10048 126 2131 108 216 31 556
internal_value=0.000282048 0.000568069 -8.75553e-07 0.00286434 -0.00646979 -0.00737779
internal_weight=3598.5 3452.93 2765.62 687.315 145.565 139.498
internal_count=13216 12503 10156 2347 713 682
is_linear=0
shrinkage=0.0209926


Tree=209
num_leaves=8
num_cat=0
split_feature=95 36 0 2 85 36 136
split_gain=53.6977 26.8227 16.751 12.989 7.81737 7.04621 1.23964
threshold=1.0000000180025095e-35 2.1350000000000002 1522.2859111795026 -194.22300924024793 0.29583850931677019 5.9850000000000012 20.950000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0080002986164568642 -0.0030760706372715838 0.0014380381595850275 -0.0030307639592064071 0.0026101757440738478 -0.014563711074592315 -0.0084912761515278847 -0.00022633764311103942
leaf_weight=248.9221468269825 1010.9075032621622 864.08153077960014 645.3202578574419 973.67707765102386 34.783528372645378 119.76792725920677 3.6154470741748801
leaf_count=704 3633 2822 2394 2765 156 727 15
internal_value=-0.000209966 0.00139988 -0.000469359 0.00371152 -0.00397609 -0.00365391 -0.0133383
internal_weight=3901.08 2732 1509.4 1222.6 1169.07 1130.68 38.399
internal_count=13216 8685 5216 3469 4531 4360 171
is_linear=0
shrinkage=0.0209926


Tree=210
num_leaves=8
num_cat=0
split_feature=95 85 85 85 40 94 20
split_gain=63.0267 43.6926 33.5551 14.5867 10.0323 1.81565 0.697618
threshold=5.2499999999999991 0.48588235294117649 -0.37141065830721004 -0.5116666666666666 1.6250000000000002 4.0500000000000007 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=-0.014074235610097399 -0.024644962920479879 0.011262390929738905 -0.0013865757108243899 0.0088670623151079816 0.0037078632632528041 0.022431229296938901 -0.011807980789581967
leaf_weight=94.418831184506416 5.7558198869228345 10.567811623215674 3534.9583887159824 221.8838998824358 689.81524278223515 31.667361691594124 5.9612401127815247
leaf_count=296 16 32 10287 690 1906 91 17
internal_value=-0.000235748 -0.00146971 -0.00171796 0.00466548 0.00496872 0.0197498 -0.0185219
internal_weight=4595.03 3671.61 3629.38 923.416 911.699 42.2352 11.7171
internal_count=13335 10706 10583 2629 2596 123 33
is_linear=0
shrinkage=0.0209926


Tree=211
num_leaves=7
num_cat=0
split_feature=148 4 3 6 92 92
split_gain=18.7494 9.09137 9.31862 7.85477 7.475 6.03087
threshold=0.24423393900191323 1668.7432866572144 1358.1464470716089 1525.0158885066114 -1.0170833333333331 -0.010416666666666649
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.031449585939048966 -0.0051072742344422488 0.012342868994778492 0.0011777124830379801 0.0015497284404305397 0.00043203713902960898 -0.0031583108496158001
leaf_weight=2.8946259766817084 108.56821997463703 58.467669099569321 2335.2726149559021 62.767403140664101 275.79927869141102 791.4066940844059
leaf_count=12 378 201 8226 227 1103 3188
internal_value=0.000202182 0.00117716 0.000896544 0.00679433 -0.00213041 -0.00222597
internal_weight=3635.18 2565.08 2443.84 121.235 1070.1 1067.21
internal_count=13335 9032 8604 428 4303 4291
is_linear=0
shrinkage=0.0209926


Tree=212
num_leaves=8
num_cat=0
split_feature=36 40 2 40 36 93 20
split_gain=43.437 27.0729 17.3216 10.2255 7.24526 6.28871 3.55385
threshold=3.8050000000000002 3.6850000000000005 -288.57641642458196 7.4350000000000014 10.425000000000002 17.550000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.020077478512167228 -0.0017822816993899946 0.0047432929865913092 0.00013557729164624492 0.017490714820756832 -0.013247925845168288 -0.0058221846667932771 0.0084390458791106966
leaf_weight=19.343007862567902 331.99936600029469 506.31098872423172 2630.3108280152082 29.697617024183273 51.580459803342819 357.23886287212372 3.2845307886600486
leaf_count=56 1457 1391 8286 96 349 1677 23
internal_value=8.74151e-05 0.00115528 0.000282961 0.00545848 -0.0044779 -0.00388314 -0.0118625
internal_weight=3929.77 3185.66 2649.65 536.009 744.103 689.238 54.865
internal_count=13335 9829 8342 1487 3506 3134 372
is_linear=0
shrinkage=0.0209926


Tree=213
num_leaves=8
num_cat=0
split_feature=95 95 34 51 142 1 23
split_gain=60.9593 32.1629 20.7687 9.90394 8.6071 7.89764 5.10252
threshold=5.2499999999999991 -5.9999999999999973 1.6250000000000002 1.135 -0.8879999999999999 1613.5591977533297 1.7083333333333337
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.00046012505282755058 0.0086250813493976338 0.0018406546539470434 -0.0018235625903425684 -0.0028256869168837274 0.004064352767825961 -0.0022069192768448802 -0.005826686772519356
leaf_weight=90.171686753630638 294.0118054151535 1103.6738943457603 1780.805735245347 94.182769566774368 501.89465519785881 32.232389137148857 694.37756471335888
leaf_count=271 878 3118 5153 260 1398 93 2164
internal_value=-0.000232967 -0.00144674 -0.000419884 0.00459027 0.00296768 0.00754025 -0.00521598
internal_weight=4591.35 3669.03 2884.48 922.322 596.077 326.244 784.549
internal_count=13335 10706 8271 2629 1658 971 2435
is_linear=0
shrinkage=0.0209926


Tree=214
num_leaves=8
num_cat=0
split_feature=85 85 28 49 115 86 125
split_gain=18.2582 10.7176 8.84173 8.68514 8.314 4.02086 1.59897
threshold=-0.068542159180456988 0.56333333333333335 6.2678571428571432 2.0750000000000006 1.1835000000000002 2.1180555555555558 2.1000000000000005
decision_type=2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 -4 -3
right_child=1 6 5 -5 -6 -7 -8
leaf_value=0.0051380106338098537 -0.0019774158878709922 -0.014474537249728622 0.0096547009807538969 0.00043955679639194731 -0.0012200507125183055 -0.0092768824157048058 0
leaf_weight=504.58233101665974 979.89828358590603 27.516977578401569 5.5925469547510138 1971.8183078467846 109.07534541189671 32.53671358525753 3.6331916749477378
leaf_count=1705 4017 132 20 6947 373 124 17
internal_value=0.000201971 -0.000492135 0.00338584 -0.0003612 0.0040001 -0.00637476 -0.0127458
internal_weight=3634.65 2982.87 651.787 2951.72 613.658 38.1293 31.1502
internal_count=13335 11113 2222 10964 2078 144 149
is_linear=0
shrinkage=0.0209926


Tree=215
num_leaves=8
num_cat=0
split_feature=95 42 95 39 42 56 42
split_gain=49.1076 22.3534 13.2003 9.80816 9.80275 5.77996 5.30445
threshold=4.3499999999999988 3.0850000000000004 -15.749999999999996 0.42348336153828614 4.8350000000000009 1.7050000000000003 5.995000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -3 -5 -2
right_child=3 4 -4 5 -6 -7 -8
leaf_value=0.012674187223788108 -0.0045265186499425687 -2.2114362110567065e-05 0.002431364734169955 0.01648402425625967 -0.0049209013822304297 0 -0.010044572549162568
leaf_weight=57.501431584358215 649.90077640116215 1092.7258357107639 1775.9022379666567 13.200342029333113 215.99198300391436 32.535443902015686 89.158949173986912
leaf_count=162 2508 3732 5158 36 1088 91 560
internal_value=8.42285e-05 0.00125865 0.00275522 -0.00461176 -0.000834267 0.00476783 -0.00519868
internal_weight=3926.92 3142.12 1833.4 784.796 1308.72 45.7358 739.06
internal_count=13335 10140 5320 3195 4820 127 3068
is_linear=0
shrinkage=0.0209926


Tree=216
num_leaves=8
num_cat=0
split_feature=40 85 85 85 85 13 89
split_gain=51.2637 27.2925 26.2966 24.7708 20.6123 2.32261 1.45476
threshold=2.2150000000000003 0.25519181585677758 0.54060606060606065 -0.37141065830721004 -0.7533333333333333 0.55000000000000016 0.15000000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=-0.022703260289585216 -0.015182949825667856 0.015307865857823219 0.025743196057567599 -0.002049795377283648 0.0019498759628680216 0.0050753237314457023 0.011700508136783687
leaf_weight=15.035221934318541 65.082347437739372 73.424895465373993 13.959552526474001 2486.1894271224737 1913.8295638263226 12.98730283975601 6.2045366764068595
leaf_count=44 214 224 38 7316 5444 38 17
internal_value=-0.000230611 0.00227515 -0.00219628 -0.00238669 0.00175523 0.0138253 0.0216593
internal_weight=4586.71 2015.28 2571.44 2551.27 1928.86 86.4122 20.1641
internal_count=13335 5750 7585 7530 5488 262 55
is_linear=0
shrinkage=0.0209926


Tree=217
num_leaves=7
num_cat=0
split_feature=148 85 3 92 2 35
split_gain=17.959 14.5701 8.66477 7.16772 6.99313 6.83711
threshold=0.24423393900191323 -0.043475609756097537 1352.7882054507452 -1.0170833333333331 -181.56587454947848 6.4450000000000012
decision_type=2 2 2 2 2 2
left_child=3 4 -3 -1 -2 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.030519196132464909 -0.0048650830699409576 -0.0058800715302488316 0.00062776431846259966 -0.001847348938488938 0.0047662497844378716 -0.010907021642756884
leaf_weight=2.9439920932054511 34.983908534049988 94.540791258215904 1912.8977538794279 1026.3188298791647 523.84217019379139 38.344074621796608
leaf_count=12 128 330 6831 4052 1743 239
internal_value=0.00020298 0.00115605 0.000318895 -0.00208348 0.00415475 -0.00217812
internal_weight=3633.87 2566.26 2007.44 1067.61 558.826 1064.66
internal_count=13335 9032 7161 4303 1871 4291
is_linear=0
shrinkage=0.0209926


Tree=218
num_leaves=8
num_cat=0
split_feature=95 40 85 49 85 119 4
split_gain=47.095 23.8123 20.7573 9.89807 6.59746 5.6468 0.763654
threshold=4.3499999999999988 3.6850000000000005 0.25028985507246387 1.885 0.28714285714285709 1.3665 1554.5945392565027
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.00076876334511044922 -0.0058566734150535095 0.010939992574451631 -0.0095945626845950604 0.0038164384619514026 -0.017138376273067881 -0.0021877824580293437 -0.0068389278824966789
leaf_weight=2542.0493479222059 405.65175800025463 111.03088280558586 88.086222626268864 401.31871894001961 20.119770392775539 349.78075058758259 5.8246779739856711
leaf_count=8390 1716 328 326 1096 94 1360 25
internal_value=8.03701e-05 0.00122838 0.000419866 0.00536951 -0.00453048 -0.00416423 -0.0150103
internal_weight=3923.86 3142.49 2630.14 512.35 781.377 755.433 25.9444
internal_count=13335 10140 8716 1424 3195 3076 119
is_linear=0
shrinkage=0.0209926


Tree=219
num_leaves=8
num_cat=0
split_feature=95 95 40 40 136 1 23
split_gain=57.5771 30.8003 16.7845 9.42596 7.32458 6.80338 4.98325
threshold=5.2499999999999991 -5.9999999999999973 2.1450000000000005 1.6250000000000002 4.6500000000000012 1619.5900377508699 1.7083333333333337
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.00040020037530242024 0.0092035462981770455 0.0015328493511007101 -0.0017293222734422878 -0.00096967260788254322 0.0043432584229442395 -0.0056021611008679265 -0.0057089701889618937
leaf_weight=90.016563430428505 208.67032566666603 1169.5401616245508 1711.0888294279575 142.26497231423855 555.28544096648693 14.225428521633146 691.77541843056679
leaf_count=271 655 3323 4948 395 1536 43 2164
internal_value=-0.000227328 -0.00140793 -0.000403216 0.00446504 0.00325284 0.00823719 -0.00510383
internal_weight=4582.87 3662.42 2880.63 920.446 697.55 222.896 781.792
internal_count=13335 10706 8271 2629 1931 698 2435
is_linear=0
shrinkage=0.0209926


Tree=220
num_leaves=8
num_cat=0
split_feature=51 3 41 56 31 144 26
split_gain=13.8666 9.52256 8.18186 9.18089 7.62848 7.01169 5.16459
threshold=1.135 1517.0908334305454 1.8150000000000002 1.9450000000000001 0.093491561890674355 -0.0010499999999999999 0.40763888888888894
decision_type=2 2 2 2 2 2 2
left_child=1 5 4 -4 -2 -1 -3
right_child=2 6 3 -5 -6 -7 -8
leaf_value=0.0059075170674067826 -0.0017758323749254702 0.0095416269875265493 -0.00048706063791799153 0.0030050005706193199 0.0041325669910396851 -0.00072674290739925583 -0.003923477806035267
leaf_weight=81.145098924636841 115.64925211668015 12.641861602663992 1361.6178786605597 438.17802354693413 546.58587531745434 518.76503299176693 558.59540973603725
leaf_count=323 375 48 4843 1536 1776 2104 2330
internal_value=0.000201897 -0.00167688 0.00109754 0.00036046 0.00309354 0.000162653 -0.00361712
internal_weight=3633.18 1171.15 2462.03 1799.8 662.235 599.91 571.237
internal_count=13335 4805 8530 6379 2151 2427 2378
is_linear=0
shrinkage=0.0209926


Tree=221
num_leaves=8
num_cat=0
split_feature=95 34 85 39 85 56 111
split_gain=45.7116 25.9637 21.5012 9.49734 6.05747 5.61294 4.70782
threshold=4.3499999999999988 6.3350000000000009 0.13131578947368419 0.42348336153828614 0.28714285714285709 1.7050000000000003 19.250000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=0.001376489954377152 -0.0046903263708801719 0.015464699967988093 -0.0056024802171112031 0.016292591397533147 -0.015393023996283901 0 0.0014282605570459512
leaf_weight=2854.868976905942 708.80530326813459 65.180012583732605 208.56427107006311 13.213870018720625 24.547689467668533 32.51080596446991 13.473492950201033
leaf_count=9175 2952 205 718 36 116 91 42
internal_value=7.74018e-05 0.00120723 0.000899788 -0.00447317 -0.0050551 0.00475547 0.013121
internal_weight=3921.16 3142.09 3063.43 779.078 733.353 45.7247 78.6535
internal_count=13335 10140 9893 3195 3068 127 247
is_linear=0
shrinkage=0.0209926


Tree=222
num_leaves=8
num_cat=0
split_feature=95 85 85 85 51 94 86
split_gain=55.2273 40.9374 32.0255 13.9731 9.2467 1.78127 0.559924
threshold=5.2499999999999991 0.48588235294117649 -0.37141065830721004 -0.5116666666666666 1.135 4.0500000000000007 2.9811752287121753
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=-0.013775787870880976 -0.023817803966072824 0.010806183929534556 -0.0012986154739282867 0.0075458029293854374 0.0030900633861311094 0.021924792070123537 -0.011807285258321892
leaf_weight=93.154253304004669 5.9783855378627759 10.443324908614157 3524.4148197323084 321.06599162518978 586.60376842319965 31.370784014463425 5.687288373708725
leaf_count=296 17 32 10287 962 1634 91 16
internal_value=-0.000224714 -0.0013813 -0.00162123 0.00437383 0.00467144 0.0192622 -0.0183722
internal_weight=4578.72 3659.38 3617.57 919.335 907.67 41.8141 11.6657
internal_count=13335 10706 10583 2629 2596 123 33
is_linear=0
shrinkage=0.0209926


Tree=223
num_leaves=8
num_cat=0
split_feature=35 97 115 47 135 54 37
split_gain=14.7466 8.00721 10.731 7.99088 5.56664 6.19138 5.61702
threshold=4.0750000000000011 8.5000000000000018 2.2680000000000002 1.8750000000000002 -0.58899999999999986 1.6250000000000002 0.41227939801621305
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-3.2463314730385102e-05 0.0096828853522389728 0.019539469233116606 -0.011258724572623216 0.0023823101500974929 -0.0081010827481151019 -0.0096799329406408955 -0.0024994418348858326
leaf_weight=2411.828628718853 25.818318784236908 20.555807814002041 6.3700774461030951 803.98014253377914 122.92819524556398 9.9256408363580686 231.09589503705502
leaf_count=8668 123 71 23 2624 689 53 1084
internal_value=0.000201811 0.000666778 0.0120758 0.000569765 -0.00365429 0.00417234 -0.00445801
internal_weight=3632.5 3242.73 26.9259 3215.81 389.768 35.744 354.024
internal_count=13335 11386 94 11292 1949 176 1773
is_linear=0
shrinkage=0.0209926


Tree=224
num_leaves=8
num_cat=0
split_feature=36 34 85 34 85 34 142
split_gain=38.9995 26.0244 14.7221 12.0678 8.38856 8.62568 1.30304
threshold=3.8050000000000002 3.1950000000000007 0.26550368550368558 6.3350000000000009 0.25028985507246387 1.2050000000000003 -0.70699999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.00049615496910718529 -0.0080608288415699222 0.0039668150935044432 -0.0088498511584698125 0.012866343800810379 -0.0035974471526961892 -0.0024978055399438419 -0.016356960096852332
leaf_weight=2569.3497988432646 160.92251273244619 458.18024027347565 76.461394444108009 79.555239766836166 5.1672683730721465 540.38274408876896 28.630740247666836
leaf_count=8072 994 1244 262 251 27 2329 156
internal_value=7.42714e-05 0.00108181 0.000224258 0.00529234 -0.00428264 -0.00378112 -0.0145476
internal_weight=3918.65 3183.55 2645.81 537.735 735.103 701.305 33.798
internal_count=13335 9829 8334 1495 3506 3323 183
is_linear=0
shrinkage=0.0209926


Tree=225
num_leaves=8
num_cat=0
split_feature=85 95 85 106 142 95 121
split_gain=45.6401 44.7281 28.1527 11.3347 5.40612 6.07585 0.0056638
threshold=0.30762951334379912 -2.2499999999999982 -0.45393665158371038 0.52250000000000008 1.2405000000000002 -9.7499999999999964 0.95000000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.0098566326436169346 -0.0096942288349012359 -0.015859214090118066 0.0010069501067886157 -0.003257548864988974 0.020637504967389694 0.012340822441028312 0.028192983129343468
leaf_weight=129.6758618503809 5.6247878223657599 44.190006047487259 3195.7464165389538 1063.0052490979433 9.0864411443471926 90.991017758846283 7.4526655077934256
leaf_count=399 16 135 9146 3235 28 268 21
internal_value=-0.000165655 -0.000502773 0.000775434 -0.00397905 0.012998 0.0110085 0.0243311
internal_weight=4545.77 4432.62 3239.94 1192.68 113.155 96.6158 16.5391
internal_count=13248 12915 9281 3634 333 284 49
is_linear=0
shrinkage=0.0209926


Tree=226
num_leaves=8
num_cat=0
split_feature=85 35 150 38 29 136 39
split_gain=15.7876 10.3885 8.7571 4.5964 4.54459 3.08833 2.98611
threshold=0.11128054740957956 6.3250000000000011 0.47790319171422535 0.24364864683873241 4.6458333333333348 3.1500000000000008 0.086871655850083412
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=0.0026018179487138338 0.0098113837729395855 0.0062270073805696033 6.1579333708827676e-05 -0.0052870846044558786 0.0015783835109279846 -0.0098911011964288188 -0.010684217183094752
leaf_weight=788.60421833395958 3.0537686049938193 5.4440616071224204 2492.335809186101 138.16051720827818 60.018445275723934 52.443668991327286 62.729742422699928
leaf_count=2654 18 33 9179 522 229 324 289
internal_value=0.000124694 0.000516719 0.000673606 -0.00481588 -0.00318376 -0.00829269 -0.00966012
internal_weight=3602.79 3338.83 3280.94 263.962 198.179 57.8877 65.7835
internal_count=13248 12190 11833 1058 751 357 307
is_linear=0
shrinkage=0.0209926


Tree=227
num_leaves=8
num_cat=0
split_feature=36 95 77 85 34 142 11
split_gain=49.254 24.2608 17.8836 11.2884 12.0129 11.0059 7.04334
threshold=2.8950000000000005 -7.4999999999999973 2.7928571428571431 -0.34582417582417579 1.2250000000000003 1.5250000000000001 1.1547619047619049
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.0068829629688057547 -0.0039667404277193971 0.00022695182882498762 0.0079447557862151828 -0.0083740862506423222 -0.0025993010741913983 -0.0037253636940593328 0.014013423258092574
leaf_weight=469.63087072968483 14.301251754164694 1815.233440965414 142.86243924498558 184.60339748114347 1184.7512065917253 46.845026761293411 27.188862234354019
leaf_count=1324 51 5416 418 1149 4661 132 97
internal_value=7.69556e-05 0.00186283 0.000792483 -0.00305201 -0.00338129 0.00591152 0.00770062
internal_weight=3885.42 2474.57 1958.1 1410.84 1369.35 516.476 41.4901
internal_count=13248 7290 5834 5958 5810 1456 148
is_linear=0
shrinkage=0.0209926


Tree=228
num_leaves=8
num_cat=0
split_feature=95 95 40 40 56 9 146
split_gain=43.233 27.8794 16.6989 7.90937 6.36955 5.64002 5.55788
threshold=-5.9999999999999973 8.25 2.2150000000000003 3.0350000000000006 1.7150000000000001 0.62142857142857155 0.021150000000000006
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.00041837920654728939 0.0016562579440955879 0.0058383255784218799 -0.001352571421597419 -0.0078291515783719193 -0.0031776589223575921 -0.0078304984154937574 0.017396139044190014
leaf_weight=54.565785080194473 1514.8358606100082 491.26807850599289 1754.0136501640081 19.101978123188019 391.92713697254658 310.57674196362495 5.8063699603080741
leaf_count=166 4300 1426 5078 56 1215 989 18
internal_value=-0.000164863 0.000754225 4.03047e-05 0.00531742 -0.0047242 -0.00673595 -0.00286529
internal_weight=4542.1 3779.22 3268.85 510.37 762.876 365.143 397.734
internal_count=13248 10860 9378 1482 2388 1155 1233
is_linear=0
shrinkage=0.0209926


Tree=229
num_leaves=8
num_cat=0
split_feature=85 35 119 143 92 141 26
split_gain=15.2281 8.90483 7.59483 4.29094 5.11775 3.16316 3.03193
threshold=0.19583184257602856 6.3250000000000011 3.3665000000000007 -1.0000000180025095e-35 -0.20499999999999993 -1.6974999999999998 0.61683333333333346
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=0.00066770841124986666 -0.010748526413363496 0.0056478735948281445 -0.0091775795612581788 -0.0088494654619605401 0.0016086019649156839 -0.0094315530830512469 0.0070044563956611983
leaf_weight=3347.1473981291056 73.834144569933414 6.5321697592735282 34.832770556211472 35.459328934550285 47.897393919527531 52.22640597820282 4.1655468195676795
leaf_count=12061 317 39 147 146 192 326 20
internal_value=0.000125925 0.000422809 0.000564893 -0.00617514 -0.00278284 -0.00767383 -0.00973915
internal_weight=3602.1 3440.74 3381.98 161.356 83.3567 58.7586 77.9997
internal_count=13248 12573 12208 675 338 365 337
is_linear=0
shrinkage=0.0209926


Tree=230
num_leaves=8
num_cat=0
split_feature=36 40 142 85 36 96 53
split_gain=47.7688 18.5051 11.4516 10.8508 11.0739 8.16129 7.04684
threshold=2.8950000000000005 4.2950000000000008 1.2690000000000001 -0.34582417582417579 6.6750000000000007 2.5000000000000004 1.6650000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=0.0017279334178126199 0.027357445057427026 0.0099015930963805374 -0.0030084493777308391 -0.0026604066338348819 -0.0086842873855665689 0.0026019314972921463 0.0035727593787188211
leaf_weight=1938.0217683315277 6.6873066723346701 165.50076654553413 253.8599279075861 1213.6949311196804 152.35889357328415 117.54856756329536 35.027849867939949
leaf_count=5738 24 478 743 4819 991 331 124
internal_value=7.48052e-05 0.00183213 0.00117719 -0.00301127 -0.00333576 0.00688698 0.00750025
internal_weight=3882.7 2474.93 2191.88 1407.77 1366.05 283.049 41.7152
internal_count=13248 7290 6481 5958 5810 809 148
is_linear=0
shrinkage=0.0209926


Tree=231
num_leaves=8
num_cat=0
split_feature=95 40 36 40 106 95 31
split_gain=41.9772 26.8163 11.6466 10.8216 10.0538 8.1152 7.18284
threshold=-2.2499999999999982 2.2150000000000003 14.175000000000002 3.9550000000000005 0.59050000000000014 -7.4999999999999973 0.15638586956521741
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.011124538614222586 0.0025727900692744969 -0.00042052599325344324 0.013520669604071214 -0.0069844115007709935 -0.0047068084097601492 -0.00084776915867272639 -0.0037173701620205049
leaf_weight=116.74348901212215 1698.1729076206684 1459.0453669726849 44.169727504253387 120.01465356349945 433.17201931774616 547.24190074205399 119.20760852098465
leaf_count=354 4836 4060 174 466 1377 1608 373
internal_value=-0.000164076 0.00105668 0.00285307 -0.000922434 -0.00350141 -0.00255767 -0.00740254
internal_weight=4537.77 3321.4 1742.34 1579.06 1216.37 980.414 235.951
internal_count=13248 9536 5010 4526 3712 2985 727
is_linear=0
shrinkage=0.0209926


Tree=232
num_leaves=8
num_cat=0
split_feature=148 6 133 7 39 130 48
split_gain=12.5325 8.06352 9.37528 7.95378 8.49476 7.01808 5.1226
threshold=0.22116209262435679 1485.2136472719408 2.2680000000000002 16.174955801645414 0.30504877332452007 1.3540000000000003 3.1050000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=0.013571814802655081 5.1664874024694313e-05 -0.0028994992826525635 -0.0014151691547442306 4.6016122494329778e-05 -0.0054071719260802261 0.0024193276421494423 -0.013031988507518045
leaf_weight=28.035830661654472 1023.1959506124258 569.08634192496538 52.145770654082298 533.42617020010948 164.09530401229858 1208.0681971460581 23.204699143767357
leaf_count=119 3528 2356 242 2038 621 4229 115
internal_value=0.000128367 -0.00245444 0.00376548 0.000723034 -0.00123002 0.00133573 -0.00330454
internal_weight=3601.26 672.473 80.1816 2928.79 697.521 2231.26 592.291
internal_count=13248 2832 361 10416 2659 7757 2471
is_linear=0
shrinkage=0.0209926


Tree=233
num_leaves=8
num_cat=0
split_feature=36 95 77 142 85 36 11
split_gain=46.0765 22.9969 18.2797 15.6358 10.5656 10.8537 6.77106
threshold=2.8950000000000005 -3.75 2.7928571428571431 1.3845000000000003 -0.34582417582417579 6.6750000000000007 1.1547619047619049
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.0057741400107786875 -0.0040447996289814355 -0.00023403067597902485 0.0080539708756524001 -0.0034012478836534608 -0.002618666773088473 -0.0086049746185698512 0.013533632794007027
leaf_weight=710.53666162490845 14.34520401060581 1546.1095215678215 126.83535254001617 91.818469166755676 1211.3191860318184 151.10887512564659 27.489877924323082
leaf_count=2006 51 4652 373 259 4819 991 97
internal_value=7.15227e-05 0.00179588 0.000391472 0.00471819 -0.00296461 -0.00328613 0.00739175
internal_weight=3879.56 2475.3 1672.94 802.355 1404.26 1362.43 41.8351
internal_count=13248 7290 5025 2265 5958 5810 148
is_linear=0
shrinkage=0.0209926


Tree=234
num_leaves=7
num_cat=0
split_feature=85 85 34 85 134 31
split_gain=43.8632 34.5714 32.4482 4.94296 5.20092 2.35981
threshold=0.30762951334379912 -0.53249999999999986 3.1550000000000007 0.77047619047619054 -0.38899999999999996 0.093491561890674355
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.0034049569066185543 -0.0018331680570072614 0.00027234710917837276 -0.0060159395187932016 0.022049830929614683 0.012531255691699529 -0.019891386533335158
leaf_weight=4.9884556382894507 12.273211970925329 3975.4209106564522 397.72477826476097 21.465799599885941 78.751271456480026 42.723692864179611
leaf_count=16 36 11249 1511 65 232 139
internal_value=-0.000163046 -0.000493477 -0.000298461 0.0127804 0.0105419 -0.0182679
internal_weight=4533.35 4420.86 4373.15 112.49 91.0245 47.7121
internal_count=13248 12915 12760 333 268 155
is_linear=0
shrinkage=0.0209926


Tree=235
num_leaves=8
num_cat=0
split_feature=85 148 134 85 40 103 146
split_gain=14.9299 11.7686 7.58386 7.01374 4.41718 4.22007 4.16875
threshold=0.11128054740957956 0.24423393900191323 1.1500000000000001 -0.36222222222222217 2.1750000000000003 1.1085000000000003 0.0092500000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.001606152038003301 -0.0049307448381945675 0.0072943903531437673 0.018189048017971769 0.0010911576856505276 -0.0030727263023178392 -0.013819455933450967 0.014047765113312181
leaf_weight=966.37279717624187 74.79756136238575 83.607805266976357 8.5695386379957181 2279.7576457858086 144.46635887026787 36.411198765039444 6.4691599309444419
leaf_count=3897 337 259 34 8000 533 161 27
internal_value=0.000130921 0.000511023 -0.00142725 0.00131263 -0.00469131 -0.00788401 -0.00230726
internal_weight=3600.45 3338.31 974.942 2363.37 262.144 111.209 150.936
internal_count=13248 12190 3931 8259 1058 498 560
is_linear=0
shrinkage=0.0209926


Tree=236
num_leaves=8
num_cat=0
split_feature=34 34 42 121 143 142 31
split_gain=40.6362 15.9496 14.5422 10.7396 10.3096 8.18136 6.66377
threshold=2.1050000000000004 4.1250000000000009 5.3150000000000004 1.7320000000000002 1.3310000000000002 1.9415000000000002 0.69631093544137035
decision_type=2 2 2 2 2 2 2
left_child=2 5 3 -1 -3 -2 -4
right_child=1 4 6 -5 -6 -7 -8
leaf_value=-0.0019313429667829093 0.0019710149846648597 0.0046378338144148481 -0.0068824873026941394 0.0019223492437700129 0.013790846058808181 -0.0064002156915470582 0.013897780324693085
leaf_weight=1560.8233499526978 1317.6283942162991 198.44358611106873 263.97593722492456 399.29242026805878 76.185858130455017 53.29711240530014 6.8324539810419074
leaf_count=5616 3755 569 1534 1356 227 150 41
internal_value=6.78419e-05 0.00257162 -0.00177683 -0.00114387 0.00719441 0.00164208 -0.00634055
internal_weight=3876.48 1645.55 2230.92 1960.12 274.629 1370.93 270.808
internal_count=13248 4701 8547 6972 796 3905 1575
is_linear=0
shrinkage=0.0209926


Tree=237
num_leaves=8
num_cat=0
split_feature=95 40 36 40 106 95 31
split_gain=39.874 25.3864 11.3487 10.1794 9.82386 7.75839 7.03262
threshold=-2.2499999999999982 2.2150000000000003 14.175000000000002 3.9550000000000005 0.59050000000000014 -7.4999999999999973 0.15638586956521741
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.010977363026880604 0.0025020029715859798 -0.00041364828009581467 0.013377391783389835 -0.0068088146099922189 -0.0045933632690219432 -0.00081445879088583458 -0.0036331822611641584
leaf_weight=116.19192722439766 1695.8859573155642 1458.4908376336098 43.602656468749046 118.85070693492889 431.40494412183762 546.49945823848248 118.83398322761059
leaf_count=354 4836 4060 174 466 1377 1608 373
internal_value=-0.000162128 0.00102781 0.00277736 -0.000898547 -0.00342004 -0.00248642 -0.00728433
internal_weight=4529.76 3316.83 1739.49 1577.34 1212.93 977.904 235.026
internal_count=13248 9536 5010 4526 3712 2985 727
is_linear=0
shrinkage=0.0209926


Tree=238
num_leaves=8
num_cat=0
split_feature=85 35 150 40 103 119 130
split_gain=14.3728 9.61175 8.15896 4.32586 4.17553 4.118 3.25062
threshold=0.11128054740957956 6.3250000000000011 0.47790319171422535 2.1750000000000003 1.1085000000000003 2.5500000000000003 0.64600000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=0.0025120766623555769 -0.0048440871528572854 0.013975276866036548 6.225648793479105e-05 -0.0030104165960403509 -0.013725562089475002 0.014078669706587933 -0.0092313467566549658
leaf_weight=790.56338161230087 74.414754651486874 2.6390417367219916 2491.5451517254114 144.16270039975643 36.013532876968384 6.4130709320306769 53.976587012410164
leaf_count=2654 337 16 9179 534 161 26 341
internal_value=0.000132348 0.000504521 0.000653803 -0.00461012 -0.00778385 -0.00225084 -0.00806518
internal_weight=3599.73 3338.72 3282.11 261.004 110.428 150.576 56.6156
internal_count=13248 12190 11833 1058 498 560 357
is_linear=0
shrinkage=0.0209926


Tree=239
num_leaves=8
num_cat=0
split_feature=42 7 42 96 56 85 85
split_gain=36.6714 19.5496 12.7134 11.6272 9.96498 9.19417 7.30847
threshold=3.0650000000000004 23.293978971058667 5.3150000000000004 2.5000000000000004 1.9650000000000001 -0.31767441860465112 -0.43190476190476185
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.0041122250918131549 0.0063704175779286552 -0.0092595508020326903 0.023919627597782746 0.00081075332081680313 0.0068394901664876797 -0.0016685939349492783 -0.0066817485553023175
leaf_weight=994.0460916608572 65.159734547138214 94.409971937537193 3.4185578078031531 899.97271253168583 20.300734847784042 1529.9411084204912 266.04410855472088
leaf_count=2881 212 347 14 2617 64 5552 1561
internal_value=6.53721e-05 0.00203453 -0.00205348 0.002546 -0.00636878 -0.0013372 -0.00627578
internal_weight=3873.29 2008.73 1864.56 1894.02 114.711 1595.1 269.463
internal_count=13248 5909 7339 5498 411 5764 1575
is_linear=0
shrinkage=0.0209926


Tree=240
num_leaves=8
num_cat=0
split_feature=85 85 95 85 101 85 136
split_gain=43.1968 37.8815 30.7066 12.2509 6.46811 5.74149 2.93254
threshold=0.25028985507246387 -0.37141065830721004 3.1500000000000012 0.56333333333333335 2.5500000000000003 -0.7533333333333333 16.950000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.019673694777192857 0.0080823378379150639 -0.0011788472661928395 0.0029591462817748918 0.021392525024656602 -0.011472720457994154 -0.0091787346244893309 0.0040374222596058313
leaf_weight=36.803802564740181 109.90370319783688 3259.7462684512138 1043.0285966396332 42.15291440486908 7.8020399808883658 69.695970132946968 5.5536325722932807
leaf_count=121 322 9606 2980 129 23 216 16
internal_value=-8.57607e-05 -0.000481902 -0.000174652 0.010445 0.00674553 -0.0128504 0.0194724
internal_weight=4574.69 4409.27 4302.77 165.412 117.706 106.5 47.7065
internal_count=13413 12923 12586 490 345 337 145
is_linear=0
shrinkage=0.0209926


Tree=241
num_leaves=7
num_cat=0
split_feature=26 147 84 37 92 41
split_gain=10.8167 9.04775 7.98324 6.00623 5.93547 5.81773
threshold=0.38527777777777789 0.48544710124560408 0.042500000000000003 0.39693094175022042 -0.18874999999999992 2.7950000000000004
decision_type=2 2 2 2 2 2
left_child=2 5 4 -3 -1 -2
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0068769531046842082 0.00052335695636354879 -0.0053483448382779346 0.027916241225383893 -0.00037870185021821501 0.0076482363988423941 -0.0085364547760317221
leaf_weight=14.44822160899639 3077.6737455129623 210.84076079726219 7.5886716097593299 222.5032971650362 76.652706995606422 31.504486784338951
leaf_count=52 11008 927 28 937 267 194
internal_value=0.000224941 3.26133e-05 0.00708024 -0.00280768 0.00529213 0.000430019
internal_weight=3641.21 3542.52 98.6896 433.344 91.1009 3109.18
internal_count=13413 13066 347 1864 319 11202
is_linear=0
shrinkage=0.0209926


Tree=242
num_leaves=7
num_cat=0
split_feature=95 95 85 93 49 27
split_gain=43.033 24.2307 13.673 10.3569 8.15513 6.13241
threshold=4.3499999999999988 -7.4999999999999973 0.14904761904761898 11.400000000000002 5.2150000000000007 0.58828571428571441
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=0.0079109847898741707 -0.0052876267969737137 0.00046469059065244094 -0.0059760912773999721 0.0023315479390121465 0.016037143861219901 0.003028482275989747
leaf_weight=260.92474128305912 710.01944575458765 2408.7515170201659 154.55283739417791 342.36473308503628 8.240853086113928 40.605480805039406
leaf_count=755 2989 7926 554 1000 30 159
internal_value=-0.000107491 0.000967252 7.44828e-05 0.0047526 -0.00459847 -0.00483139
internal_weight=3925.46 3166.59 2563.3 603.289 758.866 750.625
internal_count=13413 10235 8480 1755 3178 3148
is_linear=0
shrinkage=0.0209926


Tree=243
num_leaves=8
num_cat=0
split_feature=85 85 34 85 124 85 136
split_gain=41.8622 36.9915 26.7599 12.0609 6.29876 5.68639 2.87952
threshold=0.25028985507246387 -0.37141065830721004 2.4950000000000006 0.56333333333333335 2.5500000000000003 -0.7533333333333333 16.950000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.019550425480884016 0.0079490061373250053 0.00066244504501966736 -0.0034537753202147003 0.021199821247388808 -0.011353072166167428 -0.0090732264408430203 0.0039774857682577805
leaf_weight=36.508059203624725 109.7765050381422 3427.7077450156212 873.20456998050213 41.868699446320534 7.7968387156724921 69.499431282281876 5.5472520738840094
leaf_count=121 322 9622 2964 129 23 216 16
internal_value=-8.55151e-05 -0.000475229 -0.000172151 0.0102949 0.00662834 -0.0127266 0.0192858
internal_weight=4571.91 4406.92 4300.91 164.989 117.573 106.007 47.416
internal_count=13413 12923 12586 490 345 337 145
is_linear=0
shrinkage=0.0209926


Tree=244
num_leaves=8
num_cat=0
split_feature=85 85 26 5 3 0 49
split_gain=21.2297 12.8048 9.39695 8.5975 6.93482 5.83908 2.69215
threshold=-0.070757575757575741 0.37285714285714294 0.37050000000000005 1487.9441043520508 1452.8573223866999 1384.635763552865 3.0250000000000004
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=0.0055686643758432299 0.0091578662894090702 -0.012834588597872629 -0.00046296722861680431 0.010388953969219341 0.0037849867231831507 -0.004640001636549553 -0.0021652658301221342
leaf_weight=35.580974578857422 45.405977889895439 44.000057578086853 2905.816989377141 85.228881433606148 430.50595140457153 79.264741808176041 15.157616659998892
leaf_count=127 160 222 10819 286 1471 266 62
internal_value=0.000223416 -0.000508839 -0.000313326 0.00372677 0.00488561 -0.00143558 -0.0101817
internal_weight=3640.96 3010.38 2951.22 630.581 515.735 114.846 59.1577
internal_count=13413 11263 10979 2150 1757 393 284
is_linear=0
shrinkage=0.0209926


Tree=245
num_leaves=8
num_cat=0
split_feature=36 96 94 94 36 93 94
split_gain=33.3732 23.4868 20.4465 17.956 6.75635 5.28808 2.95162
threshold=4.1050000000000013 2.5000000000000004 17.550000000000004 16.050000000000004 10.125000000000002 12.900000000000002 20.550000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0013997553544380409 -0.00092539993630943768 -0.0045273623149087892 0.0074793098851825765 0.00029374394785317107 -0.013095240521754583 -0.0054439019836479861 0.0052199033487562605
leaf_weight=1238.848085090518 171.60274994373322 455.84198082983494 304.55622853338718 1338.9137160629034 51.601628594100475 358.06741669774055 3.8024940192699423
leaf_count=3801 804 1596 873 4155 377 1779 28
internal_value=-0.000106469 0.000702863 0.00260252 -0.000928084 -0.00473231 -0.00398902 -0.011752
internal_weight=3923.23 3338.16 1543.4 1794.76 585.074 529.67 55.4041
internal_count=13413 10425 4674 5751 2988 2583 405
is_linear=0
shrinkage=0.0209926


Tree=246
num_leaves=8
num_cat=0
split_feature=85 85 95 85 101 85 136
split_gain=40.5097 36.0056 29.0769 11.8247 6.11982 5.63545 2.83778
threshold=0.25028985507246387 -0.37141065830721004 9.75 0.56333333333333335 2.5500000000000003 -0.7533333333333333 16.950000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.019417977602864046 0.0078196229566333073 -0.00067149393426348721 0.0057945243527374214 0.020998693234893263 -0.011214124515057064 -0.0089519541205225987 0.0038747090882555245
leaf_weight=36.18343149125576 109.5942722260952 3966.182657673955 332.10388094186783 41.52702796459198 7.7885756194591513 69.278881654143333 5.5368181467056266
leaf_count=121 322 11607 979 129 23 216 16
internal_value=-8.6201e-05 -0.000469249 -0.00017079 0.0101424 0.00651597 -0.0125881 0.0190857
internal_weight=4568.2 4403.75 4298.29 164.447 117.383 105.462 47.0638
internal_count=13413 12923 12586 490 345 337 145
is_linear=0
shrinkage=0.0209926


Tree=247
num_leaves=8
num_cat=0
split_feature=148 145 110 26 126 135 36
split_gain=11.5114 8.92665 11.2994 8.28872 7.24133 5.47512 4.98909
threshold=0.25070180469638537 0.89865000000000006 21.650000000000002 0.35055555555555556 1.7890000000000004 0.28750000000000003 12.675000000000002
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 4 -1 -2 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.0033716527613545924 0.00014343368542410305 0.0069080410015115688 -0.010652987002413832 -0.0012477554215481088 0.037496672809762994 0.0027436496911685333 -0.010663397469695055
leaf_weight=8.2367359548807126 1571.9032689034939 184.919771656394 17.491626352071762 1364.7544129788876 4.3979620337486258 463.42861220240593 25.418197050690651
leaf_count=29 5520 622 59 5366 16 1632 169
internal_value=0.000222928 0.00115868 0.00536687 -0.00126636 0.0156285 0.00073783 -0.00142335
internal_weight=3640.55 2237.74 202.411 1402.81 12.6347 2035.33 1390.17
internal_count=13413 7833 681 5580 45 7152 5535
is_linear=0
shrinkage=0.0209926


Tree=248
num_leaves=7
num_cat=0
split_feature=95 95 77 110 53 27
split_gain=40.3983 22.9682 16.6995 11.2665 8.62405 5.82093
threshold=4.3499999999999988 -7.4999999999999973 2.9309523809523812 5.2500000000000009 3.6750000000000003 0.58828571428571441
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=0.0093304467070059564 -0.0051470291681625022 -0.0003203156786484798 0.00751098784152659 0.0028517813258063418 0.018260199844745664 0.002938135675760711
leaf_weight=163.74893233180046 705.9749580770731 2436.3908239603043 126.2018334120512 440.05901631712914 7.1973693221807471 40.781021684408188
leaf_count=472 2992 8093 387 1283 26 160
internal_value=-0.000105352 0.000933258 6.34928e-05 0.00461667 -0.00447358 -0.00469909
internal_weight=3920.35 3166.4 2562.59 603.808 753.953 746.756
internal_count=13413 10235 8480 1755 3178 3152
is_linear=0
shrinkage=0.0209926


Tree=249
num_leaves=8
num_cat=0
split_feature=85 85 36 85 39 85 136
split_gain=39.4717 35.1501 26.5601 11.6356 5.76312 5.5813 2.78913
threshold=0.25028985507246387 -0.37141065830721004 3.9850000000000008 0.56333333333333335 0.36409473993775027 -0.7533333333333333 16.950000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.019299412020876358 0.0086238224433741219 -0.0010727419304881714 0.0028489904966350599 0.020836253228152971 -0.0033456386709624156 -0.0088496587155127582 0.0038369025005742957
leaf_weight=35.878175541758537 96.163808181881905 3308.2965077906847 988.23383805155754 41.249789148569107 21.090263441205025 69.082009628415108 5.5321103781461707
leaf_count=121 282 9640 2946 129 63 216 16
internal_value=-8.60849e-05 -0.000463943 -0.000169602 0.0100236 0.00643013 -0.0124672 0.0189282
internal_weight=4565.53 4401.49 4296.53 164.036 117.254 104.96 46.7819
internal_count=13413 12923 12586 490 345 337 145
is_linear=0
shrinkage=0.0209926


Tree=250
num_leaves=8
num_cat=0
split_feature=85 85 26 5 41 95 89
split_gain=20.1972 12.0401 8.99291 8.25833 6.5523 5.76059 3.36112
threshold=-0.070757575757575741 0.37285714285714294 0.37050000000000005 1487.9441043520508 2.1350000000000002 5.9999999999999991 0.21000000000000005
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=-0.0027848400961536252 0.0089303584052475883 -0.014129113660289152 -0.00045374763514848476 0.0058611124272196103 -0.00028150835540389173 0.015263019483835705 -0.003480578488103903
leaf_weight=106.43773323297501 45.677389547228813 34.892925016582012 2904.509344086051 425.78866286575794 91.506004333496094 8.3600442558526975 23.103322207927704
leaf_count=364 160 181 10819 1386 371 29 103
internal_value=0.00022066 -0.000494717 -0.000306834 0.00363276 0.00476528 -0.00142888 -0.0099696
internal_weight=3640.28 3008.18 2950.19 632.092 517.295 114.798 57.9962
internal_count=13413 11263 10979 2150 1757 393 284
is_linear=0
shrinkage=0.0209926


Tree=251
num_leaves=8
num_cat=0
split_feature=34 36 35 0 35 38 143
split_gain=32.2848 14.8983 12.5045 8.30999 7.54762 6.84342 2.89887
threshold=2.1050000000000004 4.1550000000000011 5.1350000000000007 1514.2826195061248 3.1450000000000005 0.2777184014666339 0.46200000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=0.0006526376745619385 0.00061390826337826346 -0.0038729628663526318 0.0040104972030585752 -0.0023080619786692486 0.0035455505974044026 -0.011173271528985253 0.015387468644207111
leaf_weight=868.20002818107605 998.97204248607159 494.4515174254775 15.139228671789168 802.16860255599022 636.97989368438721 64.984055295586586 37.28175562620163
leaf_count=2892 2881 2474 50 2800 1769 422 125
internal_value=-0.000103482 -0.0017628 0.00208511 -0.000766331 0.0017583 -0.00472951 0.012193
internal_weight=3918.18 2229.8 1688.37 1670.37 1635.95 559.436 52.421
internal_count=13413 8588 4825 5692 4650 2896 175
is_linear=0
shrinkage=0.0209926


Tree=252
num_leaves=8
num_cat=0
split_feature=85 85 34 85 101 85 89
split_gain=38.1952 34.2251 24.913 11.3686 5.92767 5.53377 1.34707
threshold=0.25028985507246387 -0.37141065830721004 2.4950000000000006 0.56333333333333335 2.5500000000000003 -0.7533333333333333 0.17000000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.019174351842558612 0.0076149506128888279 0.00063650434053329945 -0.0033421305651592007 0.020746362206342892 -0.011139998478894396 -0.0087327991122851441 0.010794308887797709
leaf_weight=35.553271248936653 109.24176515638828 3423.9669660627842 869.5912259221077 36.489403143525124 7.7698843926191321 68.861359775066376 9.9142346978187543
leaf_count=121 322 9622 2964 115 23 216 30
internal_value=-8.67821e-05 -0.000458111 -0.000168191 0.0098775 0.00632872 -0.0123339 0.0187231
internal_weight=4561.39 4397.97 4293.56 163.415 117.012 104.415 46.4036
internal_count=13413 12923 12586 490 345 337 145
is_linear=0
shrinkage=0.0209926


Tree=253
num_leaves=8
num_cat=0
split_feature=26 147 146 31 145 36 35
split_gain=9.96516 8.44547 7.25401 6.95032 6.05004 5.76362 5.32055
threshold=0.38527777777777789 0.48544710124560408 0.0014500000000000001 2.1742424242424243 0.82045000000000012 2.3350000000000004 2.9350000000000005
decision_type=2 2 2 2 2 2 2
left_child=2 6 4 -3 -1 -4 -2
right_child=1 3 5 -5 -6 -7 -8
leaf_value=0.0018535436383300603 0.0015502242536381231 -0.0030709208323315882 0.035827878450914036 0.017849396648538178 0.016115348272248531 0.0057108501987195763 -0.00024647272397289901
leaf_weight=70.916364461183548 1151.8647441416979 424.05878336727619 6.4472908377647382 7.054379701614379 16.404250666499138 5.71934974193573 1957.0886792168021
leaf_count=249 3832 1832 23 32 55 20 7370
internal_value=0.000220013 3.45093e-05 0.00677276 -0.00271751 0.00458754 0.0220632 0.000417665
internal_weight=3639.55 3540.07 99.4873 431.113 87.3206 12.1666 3108.95
internal_count=13413 13066 347 1864 304 43 11202
is_linear=0
shrinkage=0.0209926


Tree=254
num_leaves=8
num_cat=0
split_feature=34 2 147 85 35 122 24
split_gain=31.2128 15.6912 14.465 13.9149 12.9696 8.15237 7.63618
threshold=2.1050000000000004 -276.88569938982658 0.47660668427820335 0.25028985507246387 3.1450000000000005 1.1715000000000002 0.55000000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 5 4 -3 -2 -1 -4
right_child=2 3 6 -5 -6 -7 -8
leaf_value=0.036515403722100617 -0.00033444185844261478 -0.001545716308651576 0.0049005203639269357 -0.010498025746791165 0.0038017620220600428 0.0012304213938131162 0.014427378247370162
leaf_weight=7.0994672179222089 891.84381298720837 2134.5444535911083 218.30742710828781 79.598721660673618 532.46574437618256 5.350380152463913 45.669163525104523
leaf_count=21 2575 8185 625 366 1494 16 131
internal_value=-0.000102205 -0.00173558 0.00204913 -0.00186971 0.00120849 0.0217355 0.00656682
internal_weight=3914.88 2226.59 1688.29 2214.14 1424.31 12.4498 263.977
internal_count=13413 8588 4825 8551 4069 37 756
is_linear=0
shrinkage=0.0209926


Tree=255
num_leaves=8
num_cat=0
split_feature=95 36 95 42 133 141 67
split_gain=46.167 26.4815 18.3044 8.56343 8.52203 5.79013 4.6407
threshold=-3.75 8.7550000000000008 9.75 2.7550000000000003 2.0500000000000003 1.1155000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=-0.0072046594988255473 0.00015900673395837287 0.015891654744937585 0.0054366102380870801 -0.0012624343689825277 -0.0095327211204827862 0.00065974234486360019 0.0073639743400035745
leaf_weight=390.08158864080906 3140.0145939737558 40.999873116612434 319.306636095047 433.34682846069336 63.300297111272812 44.904570728540421 104.0365334302187
leaf_count=1350 8966 159 904 1238 178 151 386
internal_value=-5.82073e-05 0.00101745 0.000647529 -0.0042249 -0.00232615 -0.00638181 0.0098076
internal_weight=4535.99 3604.36 3459.32 931.633 496.647 434.986 145.036
internal_count=13332 10415 9870 2917 1416 1501 545
is_linear=0
shrinkage=0.0209926


Tree=256
num_leaves=8
num_cat=0
split_feature=148 85 145 35 52 90 38
split_gain=12.3779 11.3252 9.09881 7.16258 6.33351 4.22896 4.20253
threshold=0.25001118310045645 0.11128054740957956 0.91915000000000013 6.0150000000000006 3.5650000000000004 0.10541666666666666 0.13308652242640667
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 -5
right_child=1 5 -4 6 -6 -7 -8
leaf_value=-0.0014631502811188217 0.0010906869208241801 -0.0062240571868267492 0.0064007689459307775 0.0097700783208839494 0.0059812070524527501 0.0014477803028317743 -0.010541252712469128
leaf_weight=1213.5592629462481 1978.9444037228823 122.12416031956673 153.79558718204498 4.6681270971894255 52.328399300575256 41.495007388293743 52.142103970050812
leaf_count=4694 6876 482 513 27 238 163 339
internal_value=0.00013288 0.00106585 0.00147585 -0.00148325 -0.00115164 -0.00424921 -0.00878812
internal_weight=3619.06 2296.36 2132.74 1322.7 1265.89 163.619 56.8102
internal_count=13332 8034 7389 5298 4932 645 366
is_linear=0
shrinkage=0.0209926


Tree=257
num_leaves=8
num_cat=0
split_feature=95 36 9 36 104 1 36
split_gain=39.5289 19.5731 12.1531 10.4674 8.50634 8.19511 5.81549
threshold=-2.2499999999999982 4.495000000000001 2.9309523809523812 2.1350000000000002 0.060500000000000005 1464.2430571409957 8.5450000000000017
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=0.010176772028914222 -0.0010995599694140228 -0.0045405812138155071 0.0063015484042818646 0.0051704217794182926 0.0037572824884922968 -0.000328914087416973 -0.011006446668843713
leaf_weight=111.66856324672699 2127.6501127332449 318.49752627313137 102.33850693702698 159.60924287140369 525.52454191446304 468.96806082129478 77.962162725627422
leaf_count=312 7046 1624 312 529 1467 1476 566
internal_value=-5.44911e-05 -0.00152435 -0.000757765 0.00299165 0.0048898 0.00105988 -0.00582412
internal_weight=3892.22 2626.45 2229.99 1265.77 637.193 628.577 396.46
internal_count=13332 9548 7358 3784 1779 2005 2190
is_linear=0
shrinkage=0.0209926


Tree=258
num_leaves=7
num_cat=0
split_feature=95 85 36 85 42 85
split_gain=44.3524 26.8951 25.1481 9.88772 8.14921 5.82751
threshold=-3.75 0.30762951334379912 8.7550000000000008 0.45651821862348174 2.7550000000000003 0.77047619047619054
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=-0.0064925821694432929 0.0003202447961058115 0.0087510129825096837 0.0094267182949554097 0.016970597704288399 -0.0025093088620749535 0.02086513672616086
leaf_weight=429.37326808273792 3361.3663521707058 77.912023976445198 139.25907810032368 9.5762117207050306 490.61272984743118 23.843222573399544
leaf_count=1490 9580 234 524 27 1400 77
internal_value=-5.92875e-05 0.000994581 0.000683877 -0.00414854 -0.00437357 0.0116366
internal_weight=4531.94 3602.38 3500.63 929.562 919.986 101.755
internal_count=13332 10415 10104 2917 2890 311
is_linear=0
shrinkage=0.0209926


Tree=259
num_leaves=8
num_cat=0
split_feature=148 85 24 35 52 90 38
split_gain=11.9919 11.0219 9.02447 6.89838 6.15585 4.1303 4.10918
threshold=0.25001118310045645 0.11128054740957956 0.22500000000000003 6.0150000000000006 3.5650000000000004 0.10541666666666666 0.13308652242640667
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 -5
right_child=1 5 -4 6 -6 -7 -8
leaf_value=-0.0014410478162298064 -0.0012425993492373513 -0.0061559480912274861 0.0021463670159733357 0.0096058205130419676 0.0058864553740949031 0.0014261962664699444 -0.010433689967910574
leaf_weight=1212.4258670806885 432.86797323822975 121.68608702719212 1701.064738035202 4.6946138590574256 52.502363175153732 41.526699855923653 51.422599829733372
leaf_count=4694 1507 482 5882 27 238 163 339
internal_value=0.000135161 0.00105286 0.00145668 -0.001457 -0.00113313 -0.00419751 -0.00867206
internal_weight=3618.19 2297.15 2133.93 1321.05 1264.93 163.213 56.1172
internal_count=13332 8034 7389 5298 4932 645 366
is_linear=0
shrinkage=0.0209926


Tree=260
num_leaves=7
num_cat=0
split_feature=34 2 5 36 35 131
split_gain=30.3067 19.8145 16.6673 10.3525 8.6493 4.97453
threshold=2.1150000000000007 -276.88569938982658 1504.2370153551199 1.3150000000000002 3.9750000000000005 1.7320000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.026994083107052296 0.0042463105551340087 2.7239613948049983e-05 -0.0036109569125014674 0.0017908452217553369 -0.0094502625158739521 0.012213467677209603
leaf_weight=10.564365968108175 92.584461987018585 1102.1432556957006 1112.358215264976 1482.9485511928797 30.667679756879807 57.947027802467346
leaf_count=31 284 3932 4614 4205 84 182
internal_value=-5.54275e-05 -0.00165924 -0.00179809 0.0020861 0.00155993 0.00734502
internal_weight=3889.21 2225.07 2214.5 1664.15 1513.62 150.531
internal_count=13332 8577 8546 4755 4289 466
is_linear=0
shrinkage=0.0209926


Tree=261
num_leaves=7
num_cat=0
split_feature=85 85 34 85 85 134
split_gain=34.0381 31.9479 25.9704 10.6271 4.27839 3.39821
threshold=0.42848484848484841 -0.26471871412169917 2.5250000000000004 -0.7533333333333333 0.91500000000000015 -0.36149999999999993
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=-0.019154053721215005 -0.002598965169115812 0.00090804640851495897 -0.0032612105795799652 -0.0061565638955007789 0.021573584665313773 0.012757047545770148
leaf_weight=33.405404150485992 6.9557174593210211 3427.8484263569117 814.84716165065765 180.40989220142365 24.593955487012863 40.104576930403709
leaf_count=114 21 9648 2797 550 78 124
internal_value=-5.98871e-05 -0.000291725 0.000106177 -0.00820958 0.0142925 0.0103858
internal_weight=4528.17 4456.51 4242.7 213.815 71.6542 47.0603
internal_count=13332 13109 12445 664 223 145
is_linear=0
shrinkage=0.0209926


Tree=262
num_leaves=8
num_cat=0
split_feature=148 145 138 127 35 120 38
split_gain=11.5951 9.23057 11.0407 6.95785 6.63902 6.33501 4.02911
threshold=0.25001118310045645 0.91915000000000013 10.500000000000002 0.26800000000000007 6.0150000000000006 1.3540000000000003 0.13308652242640667
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.0029562717394987156 0.022821922218648445 0.0031386917308563467 0.017019652381808987 0.0005981901804101358 0.0094897254073293639 7.8827043207036618e-05 -0.010326114493876893
leaf_weight=498.58974614739418 6.239415079355239 133.3498227596283 31.59062460064888 2126.8677261695266 4.7133064046502104 765.32056444883347 50.715280197560787
leaf_count=1893 20 447 106 7461 27 3039 339
internal_value=0.000136179 0.00103793 0.00582626 0.000665436 -0.00143089 -0.00111468 -0.00855486
internal_weight=3617.39 2298.05 164.94 2133.11 1319.34 1263.91 55.4286
internal_count=13332 8034 553 7481 5298 4932 366
is_linear=0
shrinkage=0.0209926


Tree=263
num_leaves=8
num_cat=0
split_feature=95 36 119 36 104 1 36
split_gain=37.0091 18.6533 12.4198 9.77249 8.22225 7.92775 5.59901
threshold=-2.2499999999999982 4.495000000000001 3.1000000000000005 2.1350000000000002 0.060500000000000005 1464.2430571409957 8.5450000000000017
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=0.0099227767196186836 -0.00099262175306959188 -0.0044454707234651974 0.0088614962613266443 0.0050605728244413947 0.0036108415670790704 -0.000343081565383765 -0.010853286250551137
leaf_weight=111.64297196269035 2169.4840589463711 316.58931390196085 57.792336106300354 160.01899312436581 525.54736232757568 469.01783515512943 76.202357836067677
leaf_count=312 7184 1624 174 529 1467 1476 566
internal_value=-5.57477e-05 -0.00148109 -0.000734785 0.00288979 0.00472427 0.00102394 -0.00570077
internal_weight=3886.3 2620.07 2227.28 1266.23 637.19 629.037 392.792
internal_count=13332 9548 7358 3784 1779 2005 2190
is_linear=0
shrinkage=0.0209926


Tree=264
num_leaves=7
num_cat=0
split_feature=85 85 34 85 85 134
split_gain=33.2035 31.1187 24.993 10.4874 4.22896 3.32473
threshold=0.42848484848484841 -0.26471871412169917 2.5250000000000004 -0.7533333333333333 0.91500000000000015 -0.36149999999999993
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=-0.019040652222145786 -0.0025723728852705837 0.00088921463512183288 -0.0032043565127218192 -0.0060797131607708901 0.021418712736450175 0.012615596455982247
leaf_weight=33.117767974734306 6.9554013162851325 3426.8735037595034 813.16741901636124 180.08781227469444 24.411348402500153 39.961549893021584
leaf_count=114 21 9648 2797 550 78 124
internal_value=-6.07376e-05 -0.000289384 0.00010301 -0.00811539 0.0141474 0.0102621
internal_weight=4524.57 4453.25 4240.04 213.206 71.3283 46.917
internal_count=13332 13109 12445 664 223 145
is_linear=0
shrinkage=0.0209926


Tree=265
num_leaves=8
num_cat=0
split_feature=35 145 97 126 53 40 144
split_gain=9.48881 6.63347 6.61136 9.34014 6.35564 5.78382 5.15418
threshold=6.0150000000000006 0.54105000000000014 8.5000000000000018 1.7890000000000004 3.3350000000000004 1.3050000000000004 0.0079500000000000022
decision_type=2 2 2 2 2 2 2
left_child=2 6 4 -4 -1 -3 -2
right_child=1 5 3 -5 -6 -7 -8
leaf_value=9.7192879382168315e-06 -0.012536478058059693 0.031011653181962862 0.026626607672730698 0.0016463470451367715 0.0042891533344526543 -0.0048196755799542962 0.0021521111450958853
leaf_weight=3353.4189350232482 52.132755517959595 3.4744476377964011 10.052931457757952 20.529683813452721 160.36585915088654 4.2064812481403351 12.526764214038847
leaf_count=12235 342 22 36 77 511 27 82
internal_value=0.000137449 -0.00738656 0.000292363 0.010014 0.000206389 0.0107662 -0.00961687
internal_weight=3616.71 72.3404 3544.37 30.5826 3513.78 7.68093 64.6595
internal_count=13332 473 12859 113 12746 49 424
is_linear=0
shrinkage=0.0209926


Tree=266
num_leaves=8
num_cat=0
split_feature=95 95 9 111 106 85 137
split_gain=35.8637 16.5879 13.0541 9.55883 10.1487 9.2802 6.89205
threshold=-2.2499999999999982 8.25 2.7928571428571431 8.3500000000000032 0.52250000000000008 0.45651821862348174 2.8500000000000001
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=0.0058778769694165121 -0.0012158896091251294 0.018211438849870375 0.0055924444049805736 0.0082043213649520535 0.00075924578814709877 -0.018023705394036776 -0.0062432390253922589
leaf_weight=409.13262547552586 2154.4068872407079 5.0624478906393042 131.50225415825844 90.614767730236053 759.42933376133442 7.1916063725948325 325.98360769450665
leaf_count=1224 7610 21 411 266 2270 24 1506
internal_value=-5.60145e-05 -0.0014606 -0.000822133 0.00284279 0.00155851 0.00545352 -0.00585483
internal_weight=3883.32 2616.96 2285.91 1266.37 850.044 416.324 331.046
internal_count=13332 9548 8021 3784 2536 1248 1527
is_linear=0
shrinkage=0.0209926


Tree=267
num_leaves=8
num_cat=0
split_feature=36 28 97 6 36 93 3
split_gain=33.4219 13.9662 13.3084 12.3362 9.42982 6.5884 4.62421
threshold=4.6350000000000007 5.7071428571428582 4.5000000000000009 1529.4980118605843 8.7550000000000008 19.050000000000004 1543.5085155049076
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=-0.00034589309654640992 0.0033145107101058991 0.00030403899028936474 -0.0031483528683086373 0.0018979011775117835 0.0094051087617640517 0.0066214058664396695 -0.020708425360464362
leaf_weight=2446.8935084193945 541.79993431270123 143.91648134589195 1077.7922016382217 5.4607077538967159 143.11147139966488 150.63658878207207 11.832037255167959
leaf_count=6996 1610 413 3290 16 549 422 36
internal_value=-6.12613e-05 -0.000836206 -0.0012042 0.0041468 0.00459411 0.00355101 -0.0132934
internal_weight=4521.44 3819.24 3524.69 702.204 684.911 294.553 17.2927
internal_count=13332 11121 10286 2211 2159 835 52
is_linear=0
shrinkage=0.0209926


Tree=268
num_leaves=8
num_cat=0
split_feature=148 15 134 135 11 0 134
split_gain=11.2063 8.03308 12.5833 7.89124 6.80911 6.67109 5.0087
threshold=0.24638784998920046 0.36666666666666675 -1.0000000180025095e-35 0.28750000000000003 0.93095238095238109 1659.5930954292755 1.1500000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=-0.0083092338091681119 0.002251667510020823 -0.0020021068020865248 0.019644519131529252 0.0037472223076851427 -0.00049989169851269823 -0.0056454899287212519 0.015191426602887428
leaf_weight=11.101966187357904 556.85695354640484 1098.2423494234681 18.828800916671753 518.02883120626211 1370.4775666743517 35.225258678197861 7.4560180604457846
leaf_count=44 1918 4468 78 1803 4851 140 30
internal_value=0.000137822 -0.00158777 0.00911617 0.000929736 0.000292625 0.00314056 -0.00188184
internal_weight=3616.22 1135.63 29.9308 2480.59 1927.33 553.254 1105.7
internal_count=13332 4620 122 8712 6769 1943 4498
is_linear=0
shrinkage=0.0209926


Tree=269
num_leaves=8
num_cat=0
split_feature=42 85 85 7 42 145 104
split_gain=22.8577 15.7 12.8863 5.80279 5.60176 3.10282 2.81279
threshold=4.8150000000000004 0.42848484848484841 -0.21570747217806038 26.234134776855402 7.3150000000000004 0.16985000000000003 1.4525000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=0.0048734152556795304 -0.0015129261959468522 0.0044787991660701475 0.00024490786569246882 -0.0088033061560785567 -0.012074475148898714 -0.014333359574191578 0.00090683733595483239
leaf_weight=289.67259028553963 202.38029477000237 3.8968366980552664 3162.2047887295485 147.18340009450912 25.139383181929588 37.101035550236702 13.467140935361384
leaf_count=886 1009 15 10122 878 185 146 91
internal_value=-5.58162e-05 0.000480004 0.000634705 -0.00488961 -0.00270092 -0.0124287 -0.00795956
internal_weight=3881.05 3492.88 3451.88 388.17 227.52 40.9979 160.651
internal_count=13332 11169 11008 2163 1194 161 969
is_linear=0
shrinkage=0.0209926


Tree=270
num_leaves=7
num_cat=0
split_feature=85 95 85 85 40 144
split_gain=36.6533 31.2939 25.0667 11.5432 10.4297 8.98514
threshold=-0.19050997782705095 4.3499999999999988 0.0020647773279351507 -0.85333333333333328 1.3950000000000002 -0.013849999999999998
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -3 -5
right_child=1 4 -4 5 -6 -7
leaf_value=-0.019641790005024286 -0.0015589031584289526 0.008870605757372434 0.0034733587480499841 0.016178681719570324 0.0026825612608013085 -0.0059422808464220673
leaf_weight=27.420652747154236 2610.8772057145834 141.25845476984978 523.32826407253742 8.1709922552108747 840.05040372908115 352.17442272603512
leaf_count=96 7740 442 1526 26 2397 1062
internal_value=-0.000274337 0.000305895 -0.000717125 -0.0064449 0.0035782 -0.00542741
internal_weight=4503.28 4115.51 3134.21 387.766 981.309 360.345
internal_count=13289 12105 9266 1184 2839 1088
is_linear=0
shrinkage=0.0209926


Tree=271
num_leaves=8
num_cat=0
split_feature=85 85 4 143 29 137 131
split_gain=12.1257 7.72614 15.3623 7.18646 4.0812 5.80686 3.67948
threshold=0.25914438502673803 -0.043475609756097537 1493.4869524763656 0.59750000000000003 5.5857142857142863 7.7500000000000009 0.7320000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.0064028666642061199 -0.0012827399389906268 0.0008447786868587189 0.0001277913153977777 -0.0015401830240070217 -0.0038773351724253119 0.025979647354140222 -0.010972277225748233
leaf_weight=285.88688430190086 25.240180864930153 2003.0765856206417 435.3477475643158 770.54278700053692 11.255549699068068 3.786511853337287 64.135178342461586
leaf_count=976 119 7467 1485 2878 51 18 295
internal_value=0.000473811 0.000685662 0.00262177 0.000180486 -0.00657108 0.00332074 -0.00828937
internal_weight=3599.27 3494.85 721.235 2773.62 104.417 15.0421 89.3754
internal_count=13289 12806 2461 10345 483 69 414
is_linear=0
shrinkage=0.0209926


Tree=272
num_leaves=8
num_cat=0
split_feature=34 7 96 85 27 85 31
split_gain=23.9945 14.4486 12.8949 12.5261 7.97692 7.02829 4.61329
threshold=2.1150000000000007 -41.87796814540399 2.5000000000000004 -0.21289215686274501 0.63422222222222235 0.33657894736842103 0.22926223241590213
decision_type=2 2 2 2 2 2 2
left_child=1 6 4 -3 -2 -4 -1
right_child=2 3 5 -5 -6 -7 -8
leaf_value=0.005444918470401538 0.0041278958562548365 0.0036861373439068673 0.00023821417108056502 -0.0022120052380090677 -0.0082194672384801118 -0.016332440477608005 0.021923186811863515
leaf_weight=19.557179778814316 761.01181957125664 171.63462521135807 833.48031902313232 2020.8069393485785 23.528032183647156 11.434189811348913 13.299800515174864
leaf_count=61 2164 603 2387 7931 67 36 40
internal_value=-0.000120676 -0.0015391 0.0018135 -0.00174809 0.00375151 8.30652e-06 0.0122605
internal_weight=3854.75 2225.3 1629.45 2192.44 784.54 844.915 32.857
internal_count=13289 8635 4654 8534 2231 2423 101
is_linear=0
shrinkage=0.0209926


Tree=273
num_leaves=8
num_cat=0
split_feature=95 36 35 123 90 35 89
split_gain=27.751 19.59 15.2352 9.08607 8.16255 8.13638 7.25399
threshold=4.3499999999999988 5.0250000000000012 4.8550000000000013 1.4725000000000004 -0.48916666666666658 2.3850000000000002 0.030000000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -2 -5
right_child=3 4 -4 6 -6 -7 -8
leaf_value=-0.0015312833361495173 0.010396716657881434 -0.012211497665671943 -0.014457595465098293 0.0020905424719538821 0.0045665867044229176 0.0031333305725276179 -0.0046258460266602984
leaf_weight=3065.3849132955074 76.031195759773254 13.212367594242094 40.815702363848686 187.14346452057362 296.00915332138538 708.30869799852371 113.81367033720016
leaf_count=8952 205 43 209 528 949 2080 323
internal_value=-0.0002698 -0.00119998 -0.00170267 0.00265307 0.00383424 0.00384351 -0.000433527
internal_weight=4500.72 3415.42 3106.2 1085.3 309.222 784.34 300.957
internal_count=13289 10153 9161 3136 992 2285 851
is_linear=0
shrinkage=0.0209926


Tree=274
num_leaves=5
num_cat=0
split_feature=134 130 91 123
split_gain=8.26202 9.11372 10.1426 5.86126
threshold=1.3500000000000003 2.6835000000000004 -0.48208333333333325 1.1940000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0065023065762368007 0.02959678738311727 0.00020534202992402771 0.00047428841747901063 -0.0066039379723027269
leaf_weight=128.05732423067093 4.2905750125646582 96.206673637032509 3243.0282123535872 128.14411862939596
leaf_count=477 17 414 11836 545
internal_value=0.000466937 0.000430846 0.000704693 -0.00366266
internal_weight=3599.73 3595.44 3371.09 224.351
internal_count=13289 13272 12313 959
is_linear=0
shrinkage=0.0209926


Tree=275
num_leaves=8
num_cat=0
split_feature=42 93 34 2 132 90 99
split_gain=25.481 12.1417 12.0795 9.28371 8.63548 7.34217 6.62487
threshold=3.5250000000000004 17.550000000000004 3.3150000000000004 -288.57641642458196 1.2680000000000002 0.39333333333333342 0.55277777777777792
decision_type=2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -3 -4
right_child=1 5 6 -5 -6 -7 -8
leaf_value=0.017267274511362563 0.0011219407403767301 -0.0049994494770003606 0.0078911567507525416 0.00026713347789608449 -0.0037612926244121221 0.020778240247079409 0.002463154533596129
leaf_weight=14.266047626733778 436.58265314996243 579.79297187924385 142.21177080273628 2082.4621746689081 250.88343773782253 4.8405984789133063 341.58372747898102
leaf_count=40 1789 2704 410 6319 1047 24 956
internal_value=-0.000119859 -0.00255256 0.00107752 0.000385082 -0.00065319 -0.00477784 0.0040686
internal_weight=3852.62 1272.1 2580.52 2096.73 687.466 584.634 483.795
internal_count=13289 5564 7725 6359 2836 2728 1366
is_linear=0
shrinkage=0.0209926


Tree=276
num_leaves=8
num_cat=0
split_feature=34 95 35 35 95 3 26
split_gain=29.8333 16.7062 13.4671 8.37848 8.20204 8.17371 0.98956
threshold=1.635 -2.2499999999999982 4.8550000000000013 3.3350000000000004 -8.2499999999999964 1426.0609589551068 0.53050000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=-0.006492380550094168 -0.0045125381560662094 -0.0018536875518602753 -0.014743801930778205 0.0012136930893679283 -0.0010370790908786993 0.0031146543437823681 -0.00023251160882455961
leaf_weight=145.44883853197098 345.96485440433025 161.4494766741991 36.963269844651222 107.03389830887318 2282.6595664024353 1415.1171838641167 2.9069161117076865
leaf_count=409 1142 454 193 300 6627 4148 16
internal_value=-0.000265601 0.00179828 -0.00168202 -0.00320665 -0.00149632 0.00260284 -0.0138057
internal_weight=4497.54 1829.05 2668.49 252.483 2628.62 1576.57 39.8702
internal_count=13289 5311 7978 709 7769 4602 209
is_linear=0
shrinkage=0.0209926


Tree=277
num_leaves=8
num_cat=0
split_feature=123 90 31 141 119 0 120
split_gain=6.57684 9.1288 6.83645 6.72812 7.94938 6.22335 4.89004
threshold=2.1025000000000005 -0.29291666666666655 0.1993150684931507 -2.3284999999999996 1.5500000000000003 1799.7851983138164 1.5855000000000004
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=0.024905173587517003 0.010979969032073576 -0.0081620228857542682 -0.0041262690504874858 0.00053922788120634008 0 0.01189955701727634 -0.00065967311734055237
leaf_weight=11.009627744555475 30.721191346645355 106.86875803768635 22.57349120080471 3333.1503132209182 12.39159110188484 21.433103762567043 61.928632594645023
leaf_count=43 120 437 104 12170 49 102 264
internal_value=0.000461768 -0.00303354 0.00449188 0.000692989 0.0119213 0.000613236 -0.00543787
internal_weight=3600.08 222.092 53.2947 3377.98 23.4012 3354.58 168.797
internal_count=13289 925 224 12364 92 12272 701
is_linear=0
shrinkage=0.0209926


Tree=278
num_leaves=8
num_cat=0
split_feature=36 95 123 96 51 40 26
split_gain=31.7358 13.4512 11.4553 8.71054 8.19758 6.53594 5.92624
threshold=3.0350000000000006 -15.749999999999996 2.1145000000000005 4.5000000000000009 1.0850000000000002 2.5750000000000006 0.44950000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=0.030332342561914201 -0.0053200770790990531 0.00049215067011312895 0.0052296635890775062 0.0028136420519447084 -0.00023155104833365382 0.0084689897631756109 -0.0058471839532924048
leaf_weight=7.1622076630592337 186.38199093937874 2322.0638688951731 249.54685723781586 37.073405608534813 563.75635415315628 49.165826380252838 434.58484001457691
leaf_count=20 907 6919 731 163 2301 141 2107
internal_value=-0.000120286 0.00117804 0.000953734 -0.00291675 -0.00150224 0.0113338 -0.00515629
internal_weight=3849.74 2627.94 2571.61 1221.8 750.138 56.328 471.658
internal_count=13289 7811 7650 5478 3208 161 2270
is_linear=0
shrinkage=0.0209926


Tree=279
num_leaves=8
num_cat=0
split_feature=95 36 35 144 93 4 26
split_gain=26.3986 18.6983 15.4422 7.74265 8.03133 7.16787 4.1488
threshold=6.7499999999999991 5.0250000000000012 4.8550000000000013 0.0034500000000000004 15.900000000000002 1702.4760819216276 0.46950000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=-0.0012513886601859818 -0.0097234790080248275 0.0038830156303257439 -0.014339266377549339 0.0076161001358419208 0.0051437873332650713 -0.020414608516254356 -0.0033441598553035383
leaf_weight=3430.6788930892944 16.30181460082531 370.32067315280437 40.274203613400459 18.171366274356842 523.58113688230515 5.3701126724481574 89.438705623149872
leaf_count=9966 47 1191 211 51 1534 16 273
internal_value=-0.000261026 -0.000922119 -0.00140463 0.00365903 0.00468601 0.00352298 -0.00144896
internal_weight=4494.14 3846.64 3470.95 647.493 539.883 375.691 107.61
internal_count=13289 11384 10177 1905 1581 1207 324
is_linear=0
shrinkage=0.0209926


Tree=280
num_leaves=8
num_cat=0
split_feature=85 148 3 15 38 133 4
split_gain=11.7659 9.94224 7.65263 6.20781 3.98706 4.14953 2.46843
threshold=0.25914438502673803 0.24638784998920046 1388.1214344456387 0.36666666666666675 0.24719535342993873 1.0500000000000003 1421.9678235423862
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.0085801153057468386 0.00058874108807394781 -0.0022622382078360927 0.0018054321910582543 -0.0012496556879777248 0.0044010348537408409 -0.0068022304558013041 -0.014932357989558399
leaf_weight=28.97940382361412 4.6757315546274176 223.90880581736565 2173.8144880533218 1069.8195158466697 19.844828434288502 51.08486682921648 28.318046629428864
leaf_count=118 26 775 7582 4331 87 219 151
internal_value=0.000456845 0.000664975 0.00142358 -0.000986058 -0.00649974 -0.00360037 -0.0125879
internal_weight=3600.45 3496.52 2397.72 1098.8 103.923 70.9297 32.9938
internal_count=13289 12806 8357 4449 483 306 177
is_linear=0
shrinkage=0.0209926


Tree=281
num_leaves=8
num_cat=0
split_feature=36 95 35 93 132 24 85
split_gain=30.5322 13.0168 13.1054 10.2898 9.78051 6.38952 3.54506
threshold=3.0350000000000006 -15.749999999999996 5.1350000000000007 17.550000000000004 1.2680000000000002 0.61250000000000016 -0.34020373514431235
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=0.0075329516056756741 0.00095776717740024694 0.00073491812220054427 0.012554925409377891 0.0042473773750055319 -0.0043097028472123553 0.025777842072598995 -0.0052473035037226895
leaf_weight=45.417370587587357 401.66235911101103 2529.8196388781071 42.090361267328262 17.337051331996918 252.3301480486989 10.88074731826782 547.33021715283394
leaf_count=130 1711 7505 145 67 1076 31 2624
internal_value=-0.000121392 0.00115082 0.000930216 -0.00286902 -0.00106727 0.0111441 -0.00494732
internal_weight=3846.87 2628.21 2571.91 1218.66 653.993 56.2981 564.667
internal_count=13289 7811 7650 5478 2787 161 2691
is_linear=0
shrinkage=0.0209926


Tree=282
num_leaves=7
num_cat=0
split_feature=85 95 85 85 40 4
split_gain=35.1633 28.0722 24.1542 11.4179 10.07 8.76404
threshold=-0.19050997782705095 4.3499999999999988 0.0020647773279351507 -0.85333333333333328 1.3950000000000002 1682.5124341884391
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -3 -5
right_child=1 4 -4 5 -6 -7
leaf_value=-0.019520967385601058 -0.0014863470305053704 0.0086278567127250419 0.0034586155051570216 -0.0057253322265179629 0.002534725235808609 0.02070417485711161
leaf_weight=27.094251871109009 2603.7041095942259 140.61400291323662 522.32968206703663 353.52257533371449 838.02015164494514 5.5420027822256079
leaf_count=96 7740 442 1526 1069 2397 19
internal_value=-0.000257137 0.000311513 -0.000658563 -0.00631398 0.00341509 -0.00530409
internal_weight=4490.83 4104.67 3126.03 386.159 978.634 359.065
internal_count=13289 12105 9266 1184 2839 1088
is_linear=0
shrinkage=0.0209926


Tree=283
num_leaves=8
num_cat=0
split_feature=85 148 3 15 133 137 134
split_gain=11.481 9.63127 7.42717 6.02482 3.40527 5.38673 3.27542
threshold=0.25914438502673803 0.24638784998920046 1388.1214344456387 0.36666666666666675 1.0500000000000003 4.8500000000000005 -0.27099999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0084343318675590417 -0.016363830423132882 -0.002230502433616896 0.0017787035161225665 -0.0012295560134745413 0 0.0054748342881898795 -0.01090178942839101
leaf_weight=29.10167433321476 6.6279914602637318 223.64053970575333 2175.5427290797234 1068.8249734416604 16.025447696447372 19.986232869327068 60.828659109771252
leaf_count=118 33 775 7582 4331 73 91 286
internal_value=0.000451774 0.000656916 0.00140299 -0.000969051 -0.00643558 0 -0.00867671
internal_weight=3600.58 3497.11 2399.18 1097.93 103.468 26.6142 76.8541
internal_count=13289 12806 8357 4449 483 124 359
is_linear=0
shrinkage=0.0209926


Tree=284
num_leaves=8
num_cat=0
split_feature=36 96 6 93 36 97 90
split_gain=29.4771 11.7919 10.8219 9.98816 8.9926 8.81334 6.85897
threshold=3.0350000000000006 2.5000000000000004 1514.6963483296902 17.550000000000004 10.425000000000002 3.5000000000000004 0.39333333333333342
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=0.0013331489825786562 -0.00053585827051466097 -0.0031908343755461498 0.0056156013404046294 -0.0050881704555206381 -0.013014637177194492 0.00073352294025868484 0.021481532202805614
leaf_weight=893.60881827771664 626.86819725483656 333.55685411393642 369.47390174865723 558.07611314952374 26.595930472016335 1031.5865538269281 4.2476671636104575
leaf_count=2625 2584 1082 1071 2669 203 3033 22
internal_value=-0.000121516 0.00112748 0.00258963 -0.00282547 -0.00105106 -0.000221846 -0.00487897
internal_weight=3844.01 2628.23 1263.08 1215.79 653.464 1365.14 562.324
internal_count=13289 7811 3696 5478 2787 4115 2691
is_linear=0
shrinkage=0.0209926


Tree=285
num_leaves=8
num_cat=0
split_feature=85 85 95 39 89 85 129
split_gain=30.3525 26.7762 25.2713 10.0033 8.50607 6.9892 3.62985
threshold=0.26550368550368558 -0.32858505564387913 -6.7499999999999973 0.37732763856445378 0.11000000000000001 0.39666666666666667 0.55000000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 6 -1 -5 -2
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.018274394943649568 0.013613010874745686 -0.0043142729744342695 0.0006725089547619513 -0.01161247281497365 -0.0061993091855808381 0.01055184407378007 0.0021587786164650818
leaf_weight=35.038996323943138 102.48581518232822 509.42475387454033 3702.4846708923578 14.866590037941934 105.66755382716656 10.712864220142363 14.992697998881338
leaf_count=122 317 1661 10749 45 333 31 45
internal_value=8.00554e-05 -0.000231586 6.82295e-05 0.00959534 -0.00924024 -0.00214302 0.0121919
internal_weight=4495.67 4352.62 4211.91 143.058 140.707 25.5795 117.479
internal_count=13303 12865 12410 438 455 76 362
is_linear=0
shrinkage=0.0209926


Tree=286
num_leaves=8
num_cat=0
split_feature=85 148 24 90 128 133 144
split_gain=12.0145 12.9577 7.70304 7.07698 5.80949 5.79399 2.24125
threshold=0.11128054740957956 0.24423393900191323 0.22500000000000003 -0.48208333333333325 0.45000000000000007 1.2680000000000002 -0.0046499999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0057909842880431196 0.0014267126913775729 -0.0010876253184607127 0.0018978573929745116 -0.0020210399640008558 0.0025754981249001573 -0.0055300625058314831 -0.013191629778467754
leaf_weight=53.864784933626652 84.802826277911663 473.48603011667728 1910.8868153989315 910.43734150379896 3.9027396291494361 135.75586473941803 36.572998031973839
leaf_count=224 343 1657 6625 3712 17 572 153
internal_value=0.000132027 0.000471451 0.001303 -0.00157971 -0.00420395 -0.00283357 -0.0115532
internal_weight=3609.71 3348.67 2384.37 964.302 261.034 220.559 40.4757
internal_count=13303 12218 8282 3936 1085 915 170
is_linear=0
shrinkage=0.0209926


Tree=287
num_leaves=8
num_cat=0
split_feature=95 36 103 4 95 36 92
split_gain=29.6907 16.8122 11.3363 10.4219 10.097 8.4082 4.12061
threshold=-2.2499999999999982 4.035000000000001 0.39350000000000007 1482.9095794439654 -17.249999999999993 1.5750000000000004 -0.028749999999999998
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=0.02315526787674314 0.00095237686984388377 -0.0091628883985759232 -0.0021572234836534604 0.007177220625800302 -0.001004033783564214 0.0024586333470835234 -0.0040378975381811658
leaf_weight=7.7759099006652823 996.5742813795805 84.698672458529472 1070.034265846014 225.47447828948498 368.81738860160112 659.00605851411819 435.63579808175564
leaf_count=22 3132 456 3593 654 1136 1971 2339
internal_value=-0.000218623 -0.00150723 -0.000655377 0.002421 -0.000492498 0.00366691 -0.00488132
internal_weight=3848.02 2586.94 2066.61 1261.07 376.593 884.481 520.334
internal_count=13303 9520 6725 3783 1158 2625 2795
is_linear=0
shrinkage=0.0209926


Tree=288
num_leaves=8
num_cat=0
split_feature=95 40 95 42 54 148 40
split_gain=26.4256 19.0136 13.5446 7.82548 6.42413 6.37839 5.48579
threshold=-7.4999999999999973 3.8050000000000002 9.75 1.7050000000000003 1.2150000000000001 0.27654902553509503 1.7650000000000003
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -3 -1 -5
right_child=1 4 -4 6 -6 -7 -8
leaf_value=-0.012780970384701161 0.00060171944976905123 -0.011040160370030461 0.004882106859000067 0.01400519147336554 -0.0029731025987045859 0.0056947861615710849 -0.0035392050122774799
leaf_weight=67.135918125510216 3383.846192702651 64.841344028711319 361.1409900188446 7.886761099100112 140.00198282301426 9.00326259434223 458.8983845859766
leaf_count=262 9636 240 1081 23 568 27 1466
internal_value=7.61015e-05 0.000674048 0.00101577 -0.00426522 -0.00554999 -0.0105335 -0.00323254
internal_weight=4492.75 3949.83 3744.99 542.924 204.843 76.1392 466.785
internal_count=13303 11525 10717 1778 808 289 1489
is_linear=0
shrinkage=0.0209926


Tree=289
num_leaves=6
num_cat=0
split_feature=148 127 0 10 0
split_gain=11.1275 8.35165 7.65093 5.27909 4.86705
threshold=0.24423393900191323 0.26800000000000007 1799.7851983138164 0.099999999999999964 1692.4767945709073
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=0.020244808836336201 0.02481272679962291 0.00073821476602156275 0.01885155897530225 -0.0014214919371200983 -0.0073179958874170529
leaf_weight=4.7734854370355597 6.4204991459846488 2553.2104179859161 10.341986849904059 967.85500049591064 66.454668916761875
leaf_count=18 21 8947 50 3966 301
internal_value=0.000132554 0.000874971 0.000813153 -0.00169907 -0.00180497
internal_weight=3609.06 2569.97 2563.55 1039.08 1034.31
internal_count=13303 9018 8997 4285 4267
is_linear=0
shrinkage=0.0209926


Tree=290
num_leaves=8
num_cat=0
split_feature=95 40 36 34 2 35 102
split_gain=28.684 19.5494 12.9012 8.54183 6.77723 6.29331 4.44131
threshold=1.5000000000000007 3.9250000000000003 4.0850000000000009 1.5250000000000001 -106.74008791182983 4.2950000000000008 1.2365000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=0.00070486249490680315 0.0079911019973901102 0.0037390263349830416 -0.0040011235114328463 -0.0030728343119464261 -0.0064030666265649881 0.01015344028231608 0.00075349258619579224
leaf_weight=2207.6956041902304 14.722628727555273 291.90782427787781 290.41514068841934 388.42091776430607 361.0222233235836 89.719296559691429 201.17611210048199
leaf_count=6751 55 795 1435 1387 1863 301 716
internal_value=-0.000214581 0.00083387 0.00015586 -0.0033472 -0.00582634 0.00525956 -0.00175915
internal_weight=3845.08 2879.74 2498.11 965.342 375.745 381.627 589.597
internal_count=13303 9282 8186 4021 1918 1096 2103
is_linear=0
shrinkage=0.0209926


Tree=291
num_leaves=8
num_cat=0
split_feature=85 85 95 39 89 85 13
split_gain=29.3967 26.103 23.4679 9.65219 8.39369 6.87618 3.54485
threshold=0.26550368550368558 -0.32858505564387913 -6.7499999999999973 0.37732763856445378 0.11000000000000001 0.56333333333333335 0.55000000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 6 -1 -5 -2
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.01816717061976381 0.013429282780232537 -0.0041726305872626865 0.00064311070541481327 -0.0081423530287802193 -0.0061290495404874865 0.017824231248429908 0.0020921430747415271
leaf_weight=34.740577444434166 101.91246128082275 507.02645906805992 3699.8611571192741 19.736209943890575 105.38438248634338 5.7676650285720816 14.961960062384604
leaf_count=122 317 1661 10749 60 333 16 45
internal_value=7.21659e-05 -0.000234193 6.15671e-05 0.0094593 -0.00914772 -0.00208261 0.0120188
internal_weight=4489.39 4347.01 4206.89 142.378 140.125 25.5039 116.874
internal_count=13303 12865 12410 438 455 76 362
is_linear=0
shrinkage=0.0209926


Tree=292
num_leaves=8
num_cat=0
split_feature=148 141 127 90 4 120 31
split_gain=10.7962 8.94654 8.09401 7.65802 7.49798 7.45092 5.69511
threshold=0.24423393900191323 -2.3664999999999998 0.26800000000000007 -0.48916666666666658 1412.3279341323353 1.3875000000000002 0.13807120829828987
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.02616633587887441 0 0.024224238540983569 0.00071468776201207419 -0.0045878327753580313 0.0028263178505876139 -0.00074760115498709973 0.028773187281806882
leaf_weight=7.043421819806098 4.6118341237306586 6.4835195392370215 2551.2964490354061 346.12916929274797 49.556419752538204 634.98174890875816 8.2610340863466245
leaf_count=29 18 21 8949 1376 209 2671 30
internal_value=0.000135171 0.000865958 0.000776149 -0.00167055 0.00581527 -0.00210728 0.0183393
internal_weight=3608.36 2570.65 2557.78 1037.71 56.5998 981.111 12.8729
internal_count=13303 9018 8970 4285 238 4047 48
is_linear=0
shrinkage=0.0209926


Tree=293
num_leaves=8
num_cat=0
split_feature=36 34 85 92 34 36 141
split_gain=26.8395 16.5436 15.167 6.84243 6.77373 4.71169 2.3812
threshold=4.0850000000000009 3.1150000000000007 -0.2899248120300752 -0.041666666666666539 6.6650000000000009 7.2750000000000012 -0.29649999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -3 -5 -2
right_child=3 4 -4 5 -6 -7 -8
leaf_value=0.0068204206419633104 -0.0040247772400494649 0.002892740876695255 -0.00052282164192284531 -0.0023867440452907339 0.0098843901078157475 -0.0077352455989414572 -0.01198781901746386
leaf_weight=130.18007934093475 25.0582390204072 498.58453774452209 2578.2829589396715 383.1937545388937 70.547020554542542 91.293208949267864 64.198696903884411
leaf_count=391 131 1366 8295 1846 243 683 348
internal_value=-0.000212558 0.000513874 -0.00016811 -0.0044445 0.00376779 -0.00342589 -0.00980581
internal_weight=3841.34 3277.59 2708.46 563.744 569.132 474.487 89.2569
internal_count=13303 10295 8686 3008 1609 2529 479
is_linear=0
shrinkage=0.0209926


Tree=294
num_leaves=8
num_cat=0
split_feature=85 85 95 39 85 85 13
split_gain=28.6348 25.2817 22.7391 9.39731 8.03223 6.72924 3.46797
threshold=0.26550368550368558 -0.32858505564387913 -6.7499999999999973 0.37732763856445378 -0.85333333333333328 0.39666666666666667 0.55000000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 6 -1 -5 -2
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.019246743622431461 0.013281813645057204 -0.0041152831356339918 0.00062906938881433089 -0.01139350790264596 -0.0064571273115720329 0.010400453468355693 0.0020576161769124755
leaf_weight=27.644212231040001 101.48519368469715 506.07746013998985 3699.0375679135323 14.75445105135441 111.86290864646435 10.694687917828558 14.950875237584112
leaf_count=100 317 1661 10749 45 355 31 45
internal_value=6.8414e-05 -0.000233589 5.6959e-05 0.00934964 -0.00902574 -0.00204703 0.0118816
internal_weight=4486.51 4344.62 4205.12 141.885 139.507 25.4491 116.436
internal_count=13303 12865 12410 438 455 76 362
is_linear=0
shrinkage=0.0209926


Tree=295
num_leaves=8
num_cat=0
split_feature=85 148 92 90 12 40 28
split_gain=11.3882 11.9017 7.58431 6.68043 5.71796 5.02591 2.57339
threshold=0.11128054740957956 0.24423393900191323 0.17375000000000004 -0.48208333333333325 0.45000000000000007 2.5950000000000002 5.7888888888888896
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0056371943252953687 -0.005260643047455789 0.00079424066067295903 0.0042820690407124181 -0.0019360041318130568 -0.013567327303597131 0.0012284839039021684 0.0011285161001200366
leaf_weight=54.128348678350449 134.89223565906286 2069.1473443806171 318.13675621151924 906.90527118742466 34.552001595497131 84.552970811724663 5.4969098567962638
leaf_count=224 591 7184 1098 3712 143 324 27
internal_value=0.000136233 0.000465853 0.00126104 -0.00150448 -0.00409852 -0.00273858 -0.0114309
internal_weight=3607.81 3348.32 2387.28 961.034 259.494 219.445 40.0489
internal_count=13303 12218 8282 3936 1085 915 170
is_linear=0
shrinkage=0.0209926


Tree=296
num_leaves=8
num_cat=0
split_feature=36 93 97 97 92 36 31
split_gain=26.0884 14.2399 17.7652 9.58586 6.72437 4.6372 2.61908
threshold=4.0850000000000009 12.900000000000002 3.5000000000000004 4.5000000000000009 -0.041666666666666539 7.2750000000000012 0.24336075205640423
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.0013763149882484629 -0.011271832712713408 -0.0039752946464416345 0.00058532010769685356 0.0063131152115326068 -0.0023506108504800266 -0.0076717746035745056 -0.0008664225231244494
leaf_weight=1224.8969543725252 74.97208458930254 525.42114067077637 1323.1524986028671 203.00726869702339 382.43969237804413 90.699816778302193 13.606876738369463
leaf_count=3757 404 1855 4101 582 1846 683 75
internal_value=-0.000209271 0.00050603 -0.00070836 0.00208153 -0.0043901 -0.00338077 -0.00972739
internal_weight=3838.2 3276.48 1848.57 1427.9 561.718 473.14 88.579
internal_count=13303 10295 5956 4339 3008 2529 479
is_linear=0
shrinkage=0.0209926


Tree=297
num_leaves=8
num_cat=0
split_feature=85 85 95 39 89 85 85
split_gain=27.7371 24.6423 21.8881 9.12309 8.2456 6.57996 3.21715
threshold=0.26550368550368558 -0.32858505564387913 -6.7499999999999973 0.37732763856445378 0.11000000000000001 0.56333333333333335 0.69818181818181835
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 6 -1 -5 -2
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.017951139490155539 0.010063653935578081 -0.0040439035970161802 0.00061525809962122071 -0.0079721055677577611 -0.0059401387474932003 0.017444800870059313 0.019841861568567161
leaf_weight=34.18659807741642 96.732654839754105 504.9988062530756 3698.2609599679708 19.638518974184993 104.81676828861237 5.7661218643188468 19.168269425630569
leaf_count=122 296 1661 10749 60 333 16 66
internal_value=6.46741e-05 -0.000232109 5.43479e-05 0.00921851 -0.00892852 -0.00201504 0.0117221
internal_weight=4483.57 4342.26 4203.26 141.306 139.003 25.4046 115.901
internal_count=13303 12865 12410 438 455 76 362
is_linear=0
shrinkage=0.0209926


Tree=298
num_leaves=8
num_cat=0
split_feature=85 85 4 135 12 133 89
split_gain=10.9406 7.43624 9.83101 5.95768 5.624 5.60438 4.0847
threshold=0.11128054740957956 -0.00606701940035275 1493.4869524763656 -0.52899999999999991 0.45000000000000007 1.2680000000000002 0.89000000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.00506902772001438 0.0015187714947602427 0.0032411228225590824 0.00029473404432874543 -0.00039981158122446951 -0.013951767381330998 -0.0053475408316404714 0.005557413919416645
leaf_weight=321.21634989976883 84.442105934023857 216.28851237893105 471.19432193040848 2340.0698780715466 34.622154258191586 134.27769174426794 5.0976944267749777
leaf_count=1090 343 824 1607 8697 150 572 20
internal_value=0.000136622 0.000459077 0.0022361 -8.98893e-05 -0.00402313 -0.00267478 -0.0113276
internal_weight=3607.21 3348.77 792.411 2556.36 258.44 218.72 39.7198
internal_count=13303 12218 2697 9521 1085 915 170
is_linear=0
shrinkage=0.0209926


Tree=299
num_leaves=8
num_cat=0
split_feature=95 36 77 34 85 39 77
split_gain=26.7013 15.2424 13.4939 9.20477 7.85182 5.02358 4.22751
threshold=-2.2499999999999982 4.5250000000000012 2.8916666666666671 5.5500000000000007 0.45651821862348174 0.17599313520975973 1.591666666666667
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 -5
right_child=1 5 -4 6 -6 -7 -8
leaf_value=0.0020542056485697651 -0.0011282373832633367 -0.0040756616625272565 0.0066370400305152139 0.0034184272955109455 -0.015764954929847457 -0.010142229602947172 0.014953487512552705
leaf_weight=1188.7931474000216 2095.0497393757105 299.09597629308701 103.35636383295059 25.060723870992661 10.940398417413233 77.479005426168442 35.776423960924149
leaf_count=3544 7004 1691 318 80 39 507 120
internal_value=-0.000205336 -0.00143199 -0.000760984 0.00229656 0.00188773 -0.00533653 0.0102804
internal_weight=3835.55 2574.98 2198.41 1260.57 1199.73 376.575 60.8371
internal_count=13303 9520 7322 3783 3583 2198 200
is_linear=0
shrinkage=0.0209926


Tree=300
num_leaves=8
num_cat=0
split_feature=36 53 35 40 149 3 144
split_gain=23.5503 15.3313 12.5531 10.6475 8.78619 8.1805 3.5025
threshold=5.705000000000001 2.4650000000000003 4.9750000000000005 2.1450000000000005 0.52887135189419909 1673.4169804970632 -0.0036499999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 5 3 -1 -3 -2 -4
right_child=1 4 6 -5 -6 -7 -8
leaf_value=0.0007877446322625978 0.0066187142692620445 -0.01626309289375278 0.0058700533147892529 -0.0014794571520969093 0.0073985151038170318 -0.0037315668849823855 -0.0146072622762425
leaf_weight=1402.4176499396563 347.71620777249336 23.354970544576645 3.7469452619552603 2604.5433007776737 9.506294831633566 36.643166199326515 35.961105033755302
leaf_count=3891 1209 69 20 7730 29 132 191
internal_value=-0.000311808 0.00443513 -0.000802409 -0.000684754 -0.00927266 0.00561953 -0.0125546
internal_weight=4463.89 417.221 4046.67 4006.96 32.8613 384.359 39.7081
internal_count=13271 1439 11832 11621 98 1341 211
is_linear=0
shrinkage=0.0209926


Tree=301
num_leaves=7
num_cat=0
split_feature=3 149 147 92 27 97
split_gain=6.44452 5.97105 7.63553 6.70252 4.89248 3.73608
threshold=1323.8751103931506 0.43653066094010978 0.48722211194918619 0.07958333333333327 0.59563492063492074 1.5000000000000002
decision_type=2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00054973694937223501 0.0059328264988355445 0.00055693829452848904 -0.0028233005565471529 -0.0043475480185285872 0.015916023593333328 -0.010304051267854091
leaf_weight=18.325051546096802 154.51099723577499 3010.8593541458249 326.1899444013834 33.57059184461832 4.1299329400062552 49.588464215397835
leaf_count=69 520 10903 1468 116 16 179
internal_value=0.000303436 0.000431725 0.000225094 0.00407247 -0.00590749 -0.007305
internal_weight=3597.17 3525.13 3337.05 188.082 72.0434 67.9135
internal_count=13271 13007 12371 636 264 248
is_linear=0
shrinkage=0.0209926


Tree=302
num_leaves=8
num_cat=0
split_feature=34 0 148 2 146 26 48
split_gain=22.3195 16.8244 12.6405 11.3588 9.58361 8.25032 6.30478
threshold=2.1150000000000007 1525.2106485119523 0.24933358173482909 -208.67480890372914 0.0072500000000000004 0.42683333333333334 1.1650000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.012318694910599105 -0.0020160993073367922 -0.0024291067960202678 0.011952605899934229 0.00012011497255030445 -0.00847488572141257 0.0053090999317221615 0.00029247939177534958
leaf_weight=34.7730952501297 76.860993027687073 948.11172672361135 20.888797163963318 1063.2463156208396 132.66011682897806 521.0883933454752 1028.619109749794
leaf_count=104 219 3929 62 3841 680 1490 2946
internal_value=7.72516e-05 -0.00131563 0.00192227 0.000510784 -0.00317562 0.00435952 0.000529111
internal_weight=3826.25 2178.79 1647.46 1098.02 1080.77 597.949 1049.51
internal_count=13271 8554 4717 3945 4609 1709 3008
is_linear=0
shrinkage=0.0209926


Tree=303
num_leaves=7
num_cat=0
split_feature=85 95 85 85 144 40
split_gain=29.9174 26.3245 19.153 13.1393 10.2333 7.751
threshold=-0.074700854700854732 5.2499999999999991 0.48588235294117649 -0.85333333333333328 -0.013849999999999998 1.2650000000000003
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -3
right_child=1 5 -4 4 -6 -7
leaf_value=-0.01926065008131253 -0.00060359865710689212 0.0099709103340121594 0.015872050269481627 0.016172749951633481 -0.0040929777609619101 0.0032052706721307964
leaf_weight=25.151254296302795 3004.4874629825354 85.408514305949211 31.404118955135345 11.077248871326445 655.48493894934654 647.66629296541214
leaf_count=92 8911 257 101 38 1977 1895
internal_value=-0.000306257 0.000429102 -0.000431595 -0.00431995 -0.00374902 0.00400004
internal_weight=4460.68 3768.97 3035.89 691.713 666.562 733.075
internal_count=13271 11164 9012 2107 2015 2152
is_linear=0
shrinkage=0.0209926


Tree=304
num_leaves=8
num_cat=0
split_feature=148 126 115 85 135 102 31
split_gain=10.464 12.5637 8.46784 8.13577 6.85004 6.62256 6.25528
threshold=0.27350937747107446 2.2930000000000006 0.41450000000000004 -0.27388994307400377 -0.17649999999999996 0.71750000000000014 0.056710977701543708
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 -5
right_child=1 5 -4 6 -6 -7 -8
leaf_value=0.011912190881818753 -0.0041949273084402475 0.03110064037462892 0.0029353085091162502 -0.010561154804042037 0.0017458218348360831 0.0085168416168837514 -0.00041569485900272998
leaf_weight=40.270160853862762 83.341210678219795 9.5011459141969699 589.30104298889637 27.096946276724339 111.98635523021221 16.564471662044525 2718.9872072935104
leaf_count=126 285 33 1986 106 357 58 10320
internal_value=0.000300327 0.00260698 0.00204476 -0.000254094 0.00446611 0.0169322 -0.000517546
internal_weight=3597.05 698.708 672.642 2898.34 152.257 26.0656 2746.08
internal_count=13271 2362 2271 10909 483 91 10426
is_linear=0
shrinkage=0.0209926


Tree=305
num_leaves=8
num_cat=0
split_feature=95 34 26 7 134 122 96
split_gain=34.1434 13.8978 12.5632 10.6886 8.71211 9.86788 7.89866
threshold=-2.2499999999999982 2.1150000000000007 0.47354166666666675 -19.445674779955763 0.49450000000000005 0.97500000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.0067827754390008387 0.0029583433735300359 -0.0028607834609771861 0.0025447278347178284 -0.0029547107361876843 0.018562272744440861 -0.004511838889819134 0.0025252351208785891
leaf_weight=246.48478999733925 146.85936567187309 277.17407901585102 596.18145650625229 1537.284347102046 8.8100598454475385 103.61286903917789 907.61834235489368
leaf_count=725 493 812 1730 6440 26 319 2726
internal_value=7.34947e-05 -0.00132114 0.000823725 -0.00243625 0.00289345 -0.00266111 0.00343867
internal_weight=3824.03 2557.5 873.356 1684.14 1266.53 112.423 1154.1
internal_count=13271 9475 2542 6933 3796 345 3451
is_linear=0
shrinkage=0.0209926


Tree=306
num_leaves=7
num_cat=0
split_feature=85 85 36 85 35 85
split_gain=28.9848 19.3756 17.6127 12.9256 9.62593 6.58686
threshold=-0.074700854700854732 0.25519181585677758 8.5450000000000017 -0.85333333333333328 3.5950000000000002 0.77047619047619054
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -3
right_child=1 5 -4 4 -6 -7
leaf_value=-0.01915292724663617 -0.00016269953639097033 0.0061689510286284934 0.0076838995317779612 -0.0048767180375267789 0.0016645038479142971 0.019679331806100903
leaf_weight=24.895190924406052 3491.3890513926744 126.16336745023727 130.76752443611622 545.92397657036781 119.91155895590782 18.742617398500443
leaf_count=92 10195 387 516 1618 397 66
internal_value=-0.000301962 0.000421728 0.00011926 -0.0042557 -0.00369152 0.00794942
internal_weight=4457.79 3767.06 3622.16 690.731 665.836 144.906
internal_count=13271 11164 10711 2107 2015 453
is_linear=0
shrinkage=0.0209926


Tree=307
num_leaves=8
num_cat=0
split_feature=148 85 0 120 92 120 110
split_gain=10.2921 7.25297 8.81503 7.22697 7.23465 6.62503 6.40973
threshold=0.24638784998920046 -0.12881782945736439 1455.7654483594927 1.3540000000000003 -0.70958333333333323 0.31650000000000006 22.050000000000004
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -3 -1
right_child=1 5 -4 4 -6 -7 -8
leaf_value=-0.0039826166891987333 -0.0015756910616557412 0.01580751051718278 0.0056688102694436998 0.014390663347210168 -0.00041150880653774218 0.00047478836719657823 0.015949716770468719
leaf_weight=396.95597226917744 99.772491544485092 12.516351372003554 276.78137771785259 14.857020691037176 696.86673877388239 2092.1066958606243 7.1490436196327201
leaf_count=1569 323 45 890 64 2930 7424 26
internal_value=0.000296883 0.00105101 0.0037366 -0.00137573 -9.58014e-05 0.000568245 -0.00361816
internal_weight=3597.01 2481.18 376.554 1115.83 711.724 2104.62 404.105
internal_count=13271 8682 1213 4589 2994 7469 1595
is_linear=0
shrinkage=0.0209926


Tree=308
num_leaves=8
num_cat=0
split_feature=34 5 148 143 85 26 101
split_gain=20.8386 17.3504 12.1654 9.65764 8.32573 7.9332 7.87427
threshold=2.1150000000000007 1504.2370153551199 0.24933358173482909 2.4835000000000007 -0.2899248120300752 0.42683333333333334 0.45000000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.00044397914930171888 -0.0020086273126497076 0.0055037627369960446 0.0096759426617912814 0.024023467071514617 -0.0035170059908753845 0.0051754856898393554 0.00012231202929322417
leaf_weight=1066.226364530623 76.821440726518631 46.702904358506203 39.561069279909134 7.7209097146987906 1053.6985941156745 521.10724587738514 1010.2370116859674
leaf_count=3829 219 164 114 24 4537 1490 2894
internal_value=7.15359e-05 -0.00127653 0.00185335 0.00061795 -0.00312981 0.00424448 0.000486889
internal_weight=3822.08 2174.35 1647.73 1073.95 1100.4 597.929 1049.8
internal_count=13271 8554 4717 3853 4701 1709 3008
is_linear=0
shrinkage=0.0209926


Tree=309
num_leaves=7
num_cat=0
split_feature=85 85 36 85 36 85
split_gain=27.9841 18.8727 17.1375 12.7229 9.03371 6.5051
threshold=-0.074700854700854732 0.25519181585677758 8.5450000000000017 -0.85333333333333328 4.6350000000000007 0.77047619047619054
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -3
right_child=1 5 -4 4 -6 -7
leaf_value=-0.019044282816284813 -0.00016152746882706936 0.0060871943334000773 0.0075972428735077355 -0.004650727646488639 0.0022049506721233013 0.019566041272690942
leaf_weight=24.637810274958611 3490.6343602985144 125.99947682023048 130.11432699859142 566.3976413756609 98.577780976891518 18.578844293951988
leaf_count=92 10195 387 516 1719 296 66
internal_value=-0.000296587 0.000414295 0.00011597 -0.00418497 -0.00362723 0.00785234
internal_weight=4454.94 3765.33 3620.75 689.613 664.975 144.578
internal_count=13271 11164 10711 2107 2015 453
is_linear=0
shrinkage=0.0209926


Tree=310
num_leaves=8
num_cat=0
split_feature=85 115 86 31 131 112 85
split_gain=8.23981 6.37295 5.94379 5.57693 5.4513 5.22634 2.3224
threshold=-0.13132376395534293 2.7750000000000004 3.8660714285714293 0.11077027948193592 1.8945000000000001 0.38200000000000006 0.072307692307692267
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -2 -3 -1 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.0020528320478275064 -0.001828402850143749 -0.0088793429124133065 0 0.00040926254814021971 0.01482074409405245 0.0070761289363266196 -0.016690107510206671
leaf_weight=316.08065867424011 611.58878992497921 31.323901623487473 4.4000048637390163 2484.4649597555399 4.8247158080339423 130.99448862671852 13.182540722191332
leaf_count=1033 2296 105 17 9300 17 435 68
internal_value=0.000292458 0.00284329 -0.000101885 -3.12178e-05 -0.00558388 0.00353537 -0.0122736
internal_weight=3596.86 483.224 3113.64 3096.05 36.1486 447.075 17.5825
internal_count=13271 1590 11681 11596 122 1468 85
is_linear=0
shrinkage=0.0209926


Tree=311
num_leaves=8
num_cat=0
split_feature=95 9 85 134 36 85 30
split_gain=32.8926 15.4116 11.629 8.4336 8.41066 7.19495 6.10188
threshold=-2.2499999999999982 2.9309523809523812 -0.27388994307400377 0.49450000000000005 3.5250000000000004 0.012183908045976952 0.11785130718954247
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -3 -1 -5
right_child=1 4 -4 6 -6 -7 -8
leaf_value=0.0040652907914453642 0.0045208289191068316 0.008455538761188092 -0.001985679092095165 0.0081508762085856327 -0.010963543402722754 -0.00056620565031950307 -0.0048655775737127416
leaf_weight=982.7776300907135 127.30895439535379 96.714473336935043 2318.4980278834701 18.903122186660767 10.737223222851751 171.90328441560268 93.407080113887787
leaf_count=2925 416 292 8716 57 51 526 288
internal_value=6.92535e-05 -0.00130164 -0.00164505 0.00283566 0.00647058 0.00337164 -0.00263219
internal_weight=3820.25 2553.26 2445.81 1266.99 107.452 1154.68 112.31
internal_count=13271 9475 9132 3796 343 3451 345
is_linear=0
shrinkage=0.0209926


Tree=312
num_leaves=8
num_cat=0
split_feature=95 85 85 85 4 85 135
split_gain=27.1924 20.0462 18.0495 11.9225 8.84618 8.10415 4.91368
threshold=5.2499999999999991 -0.073194263363754938 0.48588235294117649 -0.18598639455782312 1627.6629003460819 -0.85333333333333328 -0.1055
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.018242347228218443 -0.012827684267088931 -0.00059670333241935297 0.015515526101485112 0.0043895779161321428 -0.0045559559254561999 -0.0042875330358171796 -0.001223561185772153
leaf_weight=19.245104357600212 23.452199697494507 2996.3990458548069 30.940105825662613 742.8355690985918 51.615317389369011 532.86633129417896 54.729779705405235
leaf_count=76 67 8897 101 2185 149 1638 158
internal_value=-0.00029205 -0.00110309 -0.000430454 0.00302926 0.00380237 -0.00478262 -0.00476558
internal_weight=4452.08 3579.45 3027.34 872.633 794.451 552.111 78.182
internal_count=13271 10712 8998 2559 2334 1714 225
is_linear=0
shrinkage=0.0209926


Tree=313
num_leaves=8
num_cat=0
split_feature=148 29 125 85 146 103 31
split_gain=9.93092 11.1204 10.4519 7.43875 6.65207 6.54731 6.09717
threshold=0.27350937747107446 4.0500000000000007 1.9000000000000001 -0.27388994307400377 0.00035000000000000005 0.47750000000000004 0.056710977701543708
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 -5
right_child=1 5 -4 6 -6 -7 -8
leaf_value=0.0078949272267499274 -0.0014604127157299676 0.0097460675441855479 0.0096759513237230279 -0.010458209744200638 -0.00094935996761393406 0.0033353931611041407 -0.00040448934317089026
leaf_weight=90.458837375044823 307.46294884383678 99.887972295284271 42.231665194034576 26.894461922347546 62.48117259144783 250.48527343571186 2716.9377515688539
leaf_count=282 1027 338 151 106 201 846 10320
internal_value=0.000288703 0.00253314 -0.000101835 -0.000252064 0.00425048 0.00517666 -0.000504776
internal_weight=3596.84 700.068 349.695 2896.77 152.94 350.373 2743.83
internal_count=13271 2362 1178 10909 483 1184 10426
is_linear=0
shrinkage=0.0209926


Tree=314
num_leaves=8
num_cat=0
split_feature=95 9 95 93 36 29 1
split_gain=31.9265 14.9794 10.5381 9.43131 8.17713 6.35345 6.08008
threshold=-2.2499999999999982 2.9309523809523812 5.2499999999999991 11.400000000000002 3.5250000000000004 3.7888888888888892 1688.188038388641
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -3 -1 -5
right_child=1 4 -4 6 -6 -7 -8
leaf_value=0.0091884649441536601 -0.00087037693607397806 0.0083274356494484197 -0.0041604226816701782 0.00095517472029919164 -0.010882061442408933 0.0035377813601986832 0.0067270474393539177
leaf_weight=135.45547199249268 1885.9462277442217 96.794137194752693 557.78138611465693 779.62924087047577 10.656759187579153 262.29307606816292 90.235550194978714
leaf_count=405 6607 292 2525 2360 51 766 265
internal_value=6.73076e-05 -0.00128442 -0.00162329 0.00279155 0.00637779 0.00547417 0.00155942
internal_weight=3818.79 2551.18 2443.73 1267.61 107.451 397.749 869.865
internal_count=13271 9475 9132 3796 343 1171 2625
is_linear=0
shrinkage=0.0209926


Tree=315
num_leaves=8
num_cat=0
split_feature=34 1 34 124 5 56 48
split_gain=19.2658 15.6956 10.7467 10.978 8.43488 7.8617 3.90034
threshold=1.6250000000000002 1619.5900377508699 4.6050000000000013 0.77500000000000013 1481.9703486673575 1.905 3.4150000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=-0.0036024092339114219 -0.0047034324985441795 -0.0081322050339795969 -0.0072881172728791197 -0.0001680030680898437 0.0028273372807863183 0.0046273552442052937 0.016266397059240448
leaf_weight=94.913579270243645 261.97618456184864 96.35254317522049 131.52736730128527 2328.5546641498804 1523.4470951408148 26.798487648367882 3.0511259734630576
leaf_count=264 745 277 640 6823 4486 76 16
internal_value=0.000169959 0.00189551 -0.000931019 -0.000628509 0.00244729 -0.00531682 -0.00671858
internal_weight=4466.62 1741.51 2725.11 2590.53 1618.36 123.151 134.578
internal_count=13327 5103 8224 7568 4750 353 656
is_linear=0
shrinkage=0.0209926


Tree=316
num_leaves=8
num_cat=0
split_feature=148 85 141 143 122 85 108
split_gain=13.0373 9.77364 8.02956 6.3859 6.35345 5.51758 3.74611
threshold=0.28102765672619562 0.32066924066924068 3.1665000000000005 0.92850000000000021 1.1145000000000003 0.061424148606811058 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.00026887253136499717 0.0052155025982615526 -0.01139105861767321 0.019884071566774172 -0.0097286799413957847 0.0034082810347073104 -0.0039607025323239037 0.0017949479662505072
leaf_weight=3097.3350403010845 355.16546252369881 47.97506033629179 8.7321524024009687 30.011578410863876 34.624657720327377 30.831673011183739 11.088601820170878
leaf_count=11472 1177 249 35 99 117 119 59
internal_value=0.000101159 -0.000373116 -0.000210677 0.00344295 -0.00261745 0.00447017 -0.00883459
internal_weight=3615.76 3165.13 3106.07 450.633 64.6362 385.997 59.0637
internal_count=13327 11815 11507 1512 216 1296 308
is_linear=0
shrinkage=0.0209926


Tree=317
num_leaves=8
num_cat=0
split_feature=95 34 95 123 110 148 26
split_gain=18.6654 14.8792 11.0903 6.13801 4.03974 4.1737 0.1256
threshold=6.7499999999999991 6.1950000000000012 -15.749999999999996 1.6200000000000003 1.8500000000000003 0.18605733897494806 0.58732142857142866
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.009847259166439434 -0.017096915095089305 0.0016901163556792647 -0.00016799882233810352 0.013187405558607918 0.0077450461892729977 -0.0045643934032327648 -0.0076876232734103631
leaf_weight=49.451123625040054 11.66631346195936 34.817245095968246 3308.5628907084465 53.497784003615379 12.266260579228399 373.2320861145854 2.848891705274581
leaf_count=137 55 114 11010 186 66 1742 17
internal_value=-0.000293705 0.000203186 -1.90876e-05 0.00870885 -0.00458663 -0.00416032 -0.0155795
internal_weight=3846.34 3446.33 3358.01 88.315 400.014 385.498 14.5152
internal_count=13327 11447 11147 300 1880 1808 72
is_linear=0
shrinkage=0.0209926


Tree=318
num_leaves=8
num_cat=0
split_feature=85 85 95 85 85 95 105
split_gain=28.969 25.845 19.5133 7.51172 4.16843 6.26626 2.17136
threshold=0.30762951334379912 -0.2899248120300752 4.3499999999999988 -0.85333333333333328 0.56333333333333335 -3.75 0.21750000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.018783299838423941 -0.0045399909510506643 -0.00057410843060347913 0.0028065119594686623 -0.0062208498923458488 0.010200952620050075 0.010644693290655156 0.020990817820664993
leaf_weight=25.146879181265831 14.478666290640829 3195.584980070591 983.85950641334057 146.6108613461256 17.120874166488647 59.869652777910233 21.630195781588554
leaf_count=96 42 9559 2852 463 59 183 73
internal_value=0.00016524 -0.000106307 0.000220561 -0.00808794 0.0106546 0.00762332 0.016347
internal_weight=4464.3 4351.2 4179.44 171.758 113.099 74.3483 38.7511
internal_count=13327 12970 12411 559 357 225 132
is_linear=0
shrinkage=0.0209926


Tree=319
num_leaves=8
num_cat=0
split_feature=148 48 143 3 122 48 97
split_gain=12.6234 6.93111 6.20345 6.38851 6.20476 5.29165 3.29614
threshold=0.28102765672619562 3.0550000000000002 0.92850000000000021 1639.0496242148024 1.1145000000000003 2.7650000000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -2 -4 -1 -3
right_child=2 6 4 -5 -6 -7 -8
leaf_value=-0.00034870403637774129 0.0050342138983615614 -0.003471293660924437 -0.0096392517564746899 -0.0070892784758338941 0.0033511154512598064 0.0064303091356510576 -0.014448533195023218
leaf_weight=3059.2258810922503 366.82707739621401 32.152734711766243 29.894813373684883 19.89141221344471 34.679645776748657 51.549998335540295 20.928417019546032
leaf_count=11283 1225 169 99 71 117 248 115
internal_value=0.000102376 -0.000364763 0.00338791 0.00439826 -0.00258876 -0.000234829 -0.00788937
internal_weight=3615.15 3163.86 451.293 386.718 64.5745 3110.78 53.0812
internal_count=13327 11815 1512 1296 216 11531 284
is_linear=0
shrinkage=0.0209926


Tree=320
num_leaves=8
num_cat=0
split_feature=96 5 97 2 103 27 112
split_gain=14.0749 13.1506 11.7484 9.59989 8.10254 7.34231 5.55484
threshold=2.5000000000000004 1507.8099179837386 3.5000000000000004 -264.40330739040786 0.99950000000000017 0.4870714285714286 0.22750000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -3 -4 -2
right_child=2 4 5 -5 -6 -7 -8
leaf_value=0.010480254044436766 -0.0083132140101023766 -0.0031749841221128195 -0.0026718907462011431 0.0017613103087687773 0.006390598460014359 0.00060773209583140665 -0.002906579357864412
leaf_weight=58.547890394926071 99.433640480041504 366.43348332494497 426.05217047780752 1246.7096530199051 43.393161758780479 1019.8421370610595 583.32648002356291
leaf_count=181 385 1422 1532 3901 138 3309 2459
internal_value=-0.000289449 0.00112421 -0.00143069 0.00215606 -0.0021505 -0.000355347 -0.00370097
internal_weight=3843.74 1715.08 2128.65 1305.26 409.827 1445.89 682.76
internal_count=13327 5642 7685 4082 1560 4841 2844
is_linear=0
shrinkage=0.0209926


Tree=321
num_leaves=8
num_cat=0
split_feature=95 143 40 34 6 136 52
split_gain=21.1777 12.6307 11.3768 9.84621 9.62395 8.00146 2.42755
threshold=4.3499999999999988 -2.3664999999999998 1.3350000000000002 4.6050000000000013 1528.9188700452112 5.9500000000000011 2.5250000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 6 4 -3 -2 -4 -1
right_child=2 3 5 -5 -6 -7 -8
leaf_value=0.020482625279806547 0.0097987558529266591 -0.00051673649127749628 -0.0010168118177484328 -0.0063918466374203557 -0.016812265469290245 0.0032141284392171237 0.0033362195865131966
leaf_weight=14.555880263447763 126.12245701253414 3251.3951440155506 281.3192852884531 130.98920223116875 6.160718470811843 645.75544127821922 5.8044718056917182
leaf_count=46 388 9526 825 646 17 1861 18
internal_value=0.000160711 -0.000645094 0.00275354 -0.000745674 0.00852329 0.0019251 0.0158292
internal_weight=4462.1 3402.74 1059.36 3382.38 132.283 927.075 20.3604
internal_count=13327 10236 3091 10172 405 2686 64
is_linear=0
shrinkage=0.0209926


Tree=322
num_leaves=8
num_cat=0
split_feature=51 141 29 120 120 132 14
split_gain=10.4773 8.68105 9.90843 9.07402 8.42656 5.78684 0.203151
threshold=1.3150000000000002 3.1665000000000005 4.4142857142857155 2.6835000000000004 2.1835000000000004 2.3875000000000006 0.90000000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.00026833144512164849 0.0025639795908876275 0.042459703873855115 0 -0.0063959117111178996 -0.0097531504629778318 0.021059446461396784 -0.018995304129037476
leaf_weight=2823.7968545332551 651.85718834400177 4.4448116868734342 4.8430311977863312 110.81303565204144 4.8123986423015577 7.6207113265991202 6.4488665759563446
leaf_count=10623 2094 18 19 511 16 25 21
internal_value=0.000102477 -0.000435622 0.0198149 -0.000501342 0.00247134 0.00278496 -0.0154702
internal_weight=3614.64 2943.9 9.28784 2934.61 670.739 659.478 11.2613
internal_count=13327 11171 37 11134 2156 2119 37
is_linear=0
shrinkage=0.0209926


Tree=323
num_leaves=8
num_cat=0
split_feature=95 34 95 123 91 27 1
split_gain=17.6397 14.2228 10.6657 6.04237 4.62986 5.22856 3.90343
threshold=6.7499999999999991 6.1950000000000012 -15.749999999999996 1.6200000000000003 0.15041666666666667 0.50950000000000017 1447.912725860225
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0096573941816778409 -0.0053551545802476286 0.0015781475627160376 -0.00016511351595271929 0.013020167570042715 0.0012517491273333827 0.00015515063186194331 -0.015045894028169152
leaf_weight=49.442949920892715 254.51284670829773 34.693638890981674 3306.8178449347615 52.956873565912247 7.6154138818383208 105.75598873198032 29.601466186344624
leaf_count=137 1250 114 11010 186 36 465 129
internal_value=-0.000284351 0.000197604 -1.89884e-05 0.00854575 -0.00447215 -0.00372435 -0.0115826
internal_weight=3841.4 3443.91 3356.26 87.6505 397.486 360.269 37.2169
internal_count=13327 11447 11147 300 1880 1715 165
is_linear=0
shrinkage=0.0209926


Tree=324
num_leaves=8
num_cat=0
split_feature=85 85 95 85 130 85 39
split_gain=28.5677 24.666 16.3394 12.968 7.52706 4.10994 0.319088
threshold=-0.082040510127531843 0.30762951334379912 3.1500000000000012 -0.7533333333333333 2.3540000000000005 0.56333333333333335 0.45234196683893491
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -3 -1
right_child=1 5 -4 4 -6 -7 -8
leaf_value=-0.018988073510479989 -0.00020381082991204448 0.0075269180136274217 0.0031115238642441274 -0.0041066587985117819 0.0028669278908652353 0.016214829301190309 -0.008620438860017926
leaf_weight=24.554821148514751 2837.2016646713018 74.143683105707169 850.96198000013828 554.49576763808727 76.946787521243095 38.469196364283562 3.2832007259130469
leaf_count=89 8473 225 2475 1683 232 132 18
internal_value=0.000155945 0.00085671 0.000559833 -0.00387673 -0.0032493 0.0105372 -0.017937
internal_weight=4460.06 3800.78 3688.16 659.281 631.443 112.613 27.838
internal_count=13327 11305 10948 2022 1915 357 107
is_linear=0
shrinkage=0.0209926


Tree=325
num_leaves=8
num_cat=0
split_feature=51 141 120 120 99 132 98
split_gain=10.1458 8.33248 8.84925 8.23649 7.78813 5.56243 0.207099
threshold=1.3150000000000002 3.1665000000000005 2.6835000000000004 2.1835000000000004 0.57518796992481214 2.3875000000000006 0.62202380952380965
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -2 -5
right_child=3 4 -4 6 -6 -7 -8
leaf_value=-0.00026160313426414452 0.0025243464126487973 0.036156247150646297 -0.0063257038492307415 -0.0096101977413510821 -0.0013166677915468739 0.020580464003073104 -0.018896884143730124
leaf_weight=2822.9614938274026 652.54662494361401 5.2967299222946149 110.32608284801245 4.7747489213943464 4.0999144017696381 7.6886231005191794 6.4158327877521515
leaf_count=10623 2094 20 511 16 17 25 21
internal_value=0.000103414 -0.0004265 -0.000491314 0.00243301 0.0192975 0.00274186 -0.0153616
internal_weight=3614.11 2942.68 2933.29 671.426 9.39664 660.235 11.1906
internal_count=13327 11171 11134 2156 37 2119 37
is_linear=0
shrinkage=0.0209926


Tree=326
num_leaves=8
num_cat=0
split_feature=95 95 34 110 1 134 110
split_gain=17.2418 12.5504 9.2218 9.00275 5.94737 4.63689 3.99306
threshold=-7.4999999999999973 6.7499999999999991 4.5650000000000004 4.4500000000000011 1464.2430571409957 -0.1055 1.8500000000000003
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=0.013272281120907635 -0.00066473627010290388 -0.015439891436795668 0.0051379344012302854 0.0070927357669585602 0.00056051280835637206 0.004907650364057296 -0.0039740824834174999
leaf_weight=44.994651392102242 2700.6003514230251 14.215088143944739 126.21648718416691 72.858752638101578 405.99046447873116 92.338820457458496 381.69820999354124
leaf_count=128 9270 72 389 216 1176 268 1808
internal_value=-0.000279781 -0.00089609 -0.000403958 0.00293585 0.0015644 0.00768297 -0.00439783
internal_weight=3838.91 3222.73 2826.82 616.183 478.849 137.333 395.913
internal_count=13327 11539 9659 1788 1392 396 1880
is_linear=0
shrinkage=0.0209926


Tree=327
num_leaves=8
num_cat=0
split_feature=85 85 2 85 35 85 37
split_gain=27.7902 24.062 15.522 12.7675 7.52311 4.06128 0.253041
threshold=-0.082040510127531843 0.30762951334379912 74.546517663376918 -0.7533333333333333 2.8050000000000002 0.56333333333333335 0.26935819915038167
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -3 -1
right_child=1 5 -4 4 -6 -7 -8
leaf_value=-0.0097215214380464727 -0.00029060889247159232 0.0074296519347225153 0.0027546468968813807 -0.0071256843780342352 -0.0018496784524145195 0.016087818319944869 -0.018955412167569866
leaf_weight=3.8312331885099438 2668.7187228351831 74.029108718037605 1018.2824897170067 161.59680940210819 469.25694362819195 38.207981407642365 23.755687549710274
leaf_count=21 7950 225 2998 476 1439 132 86
internal_value=0.000150931 0.000841992 0.000549139 -0.00382927 -0.00320873 0.0104197 -0.0178463
internal_weight=4457.68 3799.24 3687 658.441 630.854 112.237 27.5869
internal_count=13327 11305 10948 2022 1915 357 107
is_linear=0
shrinkage=0.0209926


Tree=328
num_leaves=7
num_cat=0
split_feature=148 141 120 29 37 38
split_gain=12.0376 6.87594 9.80054 8.31343 6.42411 5.64737
threshold=0.28102765672619562 3.1665000000000005 2.6835000000000004 4.4142857142857155 0.16669944508000398 0.29106947178613651
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=-0.00018418647364758562 0.033243528677355978 0.038913308085124068 -0.0065843812025177554 -0.00011669513717246225 0.00054166122196881185 0.0052889475418740825
leaf_weight=3042.7864568829536 3.1698205620050421 4.3351248651742917 109.32450548559427 4.8628171682357788 209.33050861954689 239.66852948069572
leaf_count=11270 12 17 509 19 727 773
internal_value=0.000103559 -0.000353312 -0.000407681 0.0177591 0.00330832 0.00308633
internal_weight=3613.48 3161.31 3152.11 9.19794 452.169 448.999
internal_count=13327 11815 11779 36 1512 1500
is_linear=0
shrinkage=0.0209926


Tree=329
num_leaves=8
num_cat=0
split_feature=95 85 95 95 103 36 142
split_gain=16.716 12.8827 10.7404 6.17351 8.63153 7.49478 3.46058
threshold=-7.4999999999999973 0.28714285714285709 6.7499999999999991 -15.749999999999996 0.76750000000000018 2.2950000000000004 -1.1974999999999998
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=0.011950580454225547 -0.00021492819580566086 0.0061806920384064306 -0.0039745274264850463 0.0074387516404383677 0.00087778684761996302 -0.011984345912574761 -0.010665125992024694
leaf_weight=53.185255080461502 2762.0758480653167 5.4439932331442824 381.65274146199226 110.96053667366505 445.94429402053356 6.2699387371540061 70.977830179035664
leaf_count=154 9387 25 1800 326 1290 18 327
internal_value=-0.000274153 -0.000881529 -0.000672869 0.00289131 0.00219361 0.00934609 -0.00940255
internal_weight=3836.51 3220.15 3143.73 616.36 556.905 59.4552 76.4218
internal_count=13327 11539 11187 1788 1616 172 352
is_linear=0
shrinkage=0.0209926


Tree=330
num_leaves=8
num_cat=0
split_feature=95 118 56 95 34 46 141
split_gain=25.6296 10.877 8.6227 7.9943 7.49698 5.48324 4.91935
threshold=5.2499999999999991 2.1000000000000005 1.2250000000000003 -8.2499999999999964 1.3450000000000004 2.6150000000000007 0.72850000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -3 -4 -2
right_child=2 4 5 -5 -6 -7 -8
leaf_value=-0.0043919285516106745 0.0056945168477048128 0.0049945621270338532 -0.0010232189611751124 -0.0010322763831419276 -7.0244595200635008e-05 0.0031986722130546144 0.015919695145774834
leaf_weight=355.27828712761402 73.457429841160774 201.82021604478359 171.24054525792599 2653.96478292346 350.93300606310368 623.45180116593838 30.459887951612473
leaf_count=1226 205 628 498 7811 1015 1856 89
internal_value=-0.000132186 -0.000932457 0.00303469 -0.00143051 0.00177036 0.00228292 0.00873769
internal_weight=4460.61 3562 898.61 3009.24 552.753 794.692 103.917
internal_count=13328 10680 2648 9037 1643 2354 294
is_linear=0
shrinkage=0.0209926


Tree=331
num_leaves=8
num_cat=0
split_feature=85 35 130 147 107 144 4
split_gain=9.20875 6.50267 5.46748 4.89931 3.14569 5.82067 3.22077
threshold=0.37285714285714294 6.0150000000000006 2.7640000000000007 0.42111881931569756 0.90450000000000019 -0.00024999999999999995 1378.2870001380754
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.0009215775184778965 0.01417813399340693 0.022121348275000455 -0.0030228127663588758 -0.0068950179936596977 0.023614870289142605 -0.0095876784808874259 -0.01288476355982246
leaf_weight=3328.966100782156 1.8812353014945973 2.5957565158605567 161.92500601708889 66.880248703062534 3.5102388337254524 6.7887748852372152 36.107909843325615
leaf_count=11936 10 15 649 459 18 38 203
internal_value=0.000484715 0.000609469 0.000737248 -0.00574211 -0.00861461 0.00126471 -0.0114188
internal_weight=3608.66 3560.37 3490.89 69.476 48.2882 10.299 37.9891
internal_count=13328 13059 12585 474 269 56 213
is_linear=0
shrinkage=0.0209926


Tree=332
num_leaves=8
num_cat=0
split_feature=95 85 8 80 28 137 46
split_gain=19.8223 12.5023 12.3791 6.95312 5.84211 6.26854 0.810614
threshold=8.25 -0.21570747217806038 1.4083333333333334 0.08149201090889617 6.2111111111111121 5.0500000000000007 5.9450000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0070657492106624012 0.0011829294902150965 0.0008751360141111183 -0.0017645721776435282 0.00033773757247358428 -0.016374766373984592 -0.0061743834779143204 -0.0025816306773656064
leaf_weight=169.75740510225296 65.031067095696926 1876.6877672374249 1342.3950261324644 115.15496326982975 23.014261521399025 220.89945625141263 2.9643046706914893
leaf_count=525 314 6103 4794 360 138 1068 26
internal_value=-0.000302617 0.000147472 -0.000224168 0.00436322 -0.00537425 -0.00448434 -0.0149849
internal_weight=3815.9 3504 3219.08 284.912 311.909 285.931 25.9786
internal_count=13328 11782 10897 885 1546 1382 164
is_linear=0
shrinkage=0.0209926


Tree=333
num_leaves=8
num_cat=0
split_feature=95 120 95 95 75 120 34
split_gain=24.7715 13.2206 9.68367 7.12525 6.8844 5.21112 5.0614
threshold=8.25 2.7070000000000003 -8.2499999999999964 -1.499999999999998 1.0000000180025095e-35 1.3165000000000002 2.2850000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0040865695452254993 0.00029707513114143386 -0.0091716096016944745 -0.00055513851275230659 0.0081181333023608859 0.0038968294874103995 0.014849498820585689 -0.0052500769611774191
leaf_weight=380.72594685852528 15.462742567062376 11.44982950389385 3450.1769312024117 102.62161639332771 427.03136157989502 42.548639059066772 28.002599358558655
leaf_count=1306 43 37 10114 325 1300 122 81
internal_value=-0.000131191 -0.000696554 -0.00090735 0.00634078 0.00420675 0.011053 0.00332343
internal_weight=4458.02 3944.97 3830.9 114.071 513.045 58.0114 455.034
internal_count=13328 11782 11420 362 1546 165 1381
is_linear=0
shrinkage=0.0209926


Tree=334
num_leaves=7
num_cat=0
split_feature=85 48 40 37 4 105
split_gain=8.99868 7.88479 6.25453 4.10855 3.04846 2.50096
threshold=0.37285714285714294 3.0250000000000004 7.1050000000000013 0.41908508230080793 1362.9662126513729 0.99850000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=0.00078515723940615341 0.018479102556610873 -0.013048692511335188 -0.011926810885840798 -0.00091093031506435146 -0.011938527971396667 9.5370830361906923e-05
leaf_weight=3492.6164582297206 1.6551432758569706 27.740404151380062 17.097499690949917 23.68630875647068 37.778091073036194 8.5508471429347974
leaf_count=12666 9 170 113 110 211 49
internal_value=0.000478124 0.000601055 0.000721869 -0.00755119 -0.00854561 -0.00961428
internal_weight=3609.12 3561.14 3509.71 51.4267 47.9841 46.3289
internal_count=13328 13059 12779 280 269 260
is_linear=0
shrinkage=0.0209926


Tree=335
num_leaves=8
num_cat=0
split_feature=36 96 85 5 34 11 146
split_gain=20.3311 12.3205 11.0647 10.3497 5.68984 6.77309 1.43102
threshold=4.1850000000000014 2.5000000000000004 0.019975990396158404 1504.0425374527351 1.0650000000000002 1.1083333333333336 0.026000000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.0027806382469828966 -0.012069007296716106 -0.00022162280563514905 -0.0050488453369278031 -0.0010702207706776269 -0.0074698019249946892 -0.001807435235403064 0.00015484856209145052
leaf_weight=1089.0174346119165 45.651667974889278 1551.8617723733187 242.35028444230556 426.50917150080204 133.05179852247238 321.76447397470474 3.8041669763624659
leaf_count=3271 386 5033 829 1354 704 1714 37
internal_value=-0.000297842 0.000299071 -0.000876316 0.00169375 -0.0042251 -0.00347441 -0.0110321
internal_weight=3814.01 3309.74 1794.21 1515.53 504.272 454.816 49.4558
internal_count=13328 10487 5862 4625 2841 2418 423
is_linear=0
shrinkage=0.0209926


Tree=336
num_leaves=8
num_cat=0
split_feature=40 2 48 28 111 2 91
split_gain=18.6685 16.0322 19.2737 9.50922 7.56062 7.20623 6.58048
threshold=2.1450000000000005 -129.17192959044641 1.9750000000000003 5.9500000000000011 8.2500000000000018 162.52510205106628 -0.0012499999999999497
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.010412132150280884 -0.0021839710648365249 0.0014174629734445101 0.010902654285125012 0.0061826154742739116 0.003435475417516752 -0.012641635132146743 -0.00076886000557484214
leaf_weight=92.03981126844883 1232.9040603637695 1503.6502852961421 23.259367853403091 211.47366978228092 190.64388234913349 29.961967542767525 1171.4515454769135
leaf_count=271 3716 4400 77 668 577 82 3537
internal_value=-0.000129789 0.0014963 -0.00607083 0.00200779 -0.00126551 -0.00243587 -0.000176896
internal_weight=4455.38 1830.42 115.299 1715.12 2624.96 1262.87 1362.1
internal_count=13328 5416 348 5068 7912 3798 4114
is_linear=0
shrinkage=0.0209926


Tree=337
num_leaves=8
num_cat=0
split_feature=85 54 47 134 135 56 131
split_gain=8.90463 8.1907 5.85209 5.82285 5.45219 15.0145 5.09081
threshold=0.097266608135791507 1.6250000000000002 1.1950000000000001 0.92900000000000016 0.31250000000000006 1.8750000000000002 0.52800000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.00088384605192439456 0.003996284329406072 -0.0053234301911310004 0.018593754316697495 0.0099803180430488424 -0.0048290261793378659 0.023367767409098184 -0.0056596533752551166
leaf_weight=3186.2866731211543 26.782076604664326 123.71197063475847 4.5989020690321913 31.43094103038311 25.931789718568325 12.148744896054266 198.65348282456398
leaf_count=11417 118 646 24 118 109 51 845
internal_value=0.000471799 0.000765563 -0.00442894 0.000974187 -0.00324017 0.00404101 -0.00449131
internal_weight=3609.54 3346.03 128.311 3217.72 263.516 38.0805 225.436
internal_count=13328 12205 670 11535 1123 160 963
is_linear=0
shrinkage=0.0209926


Tree=338
num_leaves=8
num_cat=0
split_feature=95 42 85 34 121 107 141
split_gain=18.6442 13.0422 11.4779 10.0886 3.82717 3.11187 2.27464
threshold=8.25 4.8350000000000009 -0.21570747217806038 2.7750000000000004 0.88200000000000012 0.77250000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -2 -5
right_child=3 4 -4 6 -6 -7 -8
leaf_value=0.004676429794961739 -0.0041236917585864806 -8.9862193531697708e-05 0.00013490107981109606 0.023582688213892908 -0.0058062834667669998 -0.008566044257075911 0.0038303418096750641
leaf_weight=267.63425193727016 173.25458233058453 72.205149129033089 2965.126258559525 5.6407196223735809 197.39139471948147 124.3492240011692 5.981508404016493
leaf_count=801 889 416 9452 16 1113 624 17
internal_value=-0.000293826 0.000141103 0.000512364 -0.00523538 -0.004293 -0.00599592 0.0138282
internal_weight=3811.58 3502.36 3232.76 309.226 269.597 297.604 11.6222
internal_count=13328 11782 10253 1546 1529 1513 33
is_linear=0
shrinkage=0.0209926


Tree=339
num_leaves=8
num_cat=0
split_feature=34 2 48 97 34 2 27
split_gain=17.3747 16.0688 19.2797 9.31612 8.1624 7.9345 2.57298
threshold=1.6250000000000002 -129.17192959044641 1.9750000000000003 3.5000000000000004 6.8900000000000015 162.52510205106628 0.63211111111111118
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.010553911193076679 -0.0008685699595005628 0.0030420734521751417 0.018387729164767611 -0.00032112920583854556 -0.013359701897418724 -0.0083555856178067107 0.001115835253951341
leaf_weight=82.170902371406555 2591.7938626855612 1136.3952317610383 11.468328922986982 529.70720027387142 31.389148779213428 64.104866057634354 5.8175773471593848
leaf_count=231 7746 3379 32 1545 184 176 35
internal_value=-0.00012888 0.00149213 -0.00695828 0.00196993 -0.00118986 -0.00105108 -0.0109679
internal_weight=4452.85 1759.74 93.6392 1666.1 2693.11 2655.9 37.2067
internal_count=13328 5187 263 4924 8141 7922 219
is_linear=0
shrinkage=0.0209926


Tree=340
num_leaves=8
num_cat=0
split_feature=85 148 29 40 107 104 98
split_gain=8.71371 7.48871 7.05697 6.66304 3.09858 4.40174 1.87644
threshold=0.37285714285714294 0.28102765672619562 3.9500000000000006 7.1050000000000013 0.90450000000000019 0.47350000000000003 0.69782608695652182
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.00029728442579974901 -0.016132621377487059 0.00027339777725320715 0.0055889072404729382 -0.012232367857922654 0.022852309758268925 -0.0071044381912997246 -0.0061290476668414947
leaf_weight=3096.9034517630935 18.723678663372993 207.63254091143608 239.08103177696466 18.803716912865639 3.056243568658827 7.1888386607170105 18.61377314478159
leaf_count=11446 109 693 793 127 16 40 104
internal_value=0.000465777 0.000586229 0.00312896 0.000220132 -0.00845178 0.0013655 -0.0112736
internal_weight=3610 3562.42 446.714 3115.71 47.5825 10.2451 37.3375
internal_count=13328 13059 1486 11573 269 56 213
is_linear=0
shrinkage=0.0209926


Tree=341
num_leaves=8
num_cat=0
split_feature=36 123 95 143 34 11 123
split_gain=19.1048 12.0539 10.2261 7.535 5.62451 6.66615 2.26815
threshold=4.1850000000000014 2.1145000000000005 11.25 1.393 1.0650000000000002 1.1083333333333336 0.64500000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.00010147917493434339 0.0024838865508618308 0.0015898120845174372 -0.0076270867681637461 0.0086862293808994545 -0.0073511400147552195 -0.0017109964084471817 -0.012394581476359561
leaf_weight=2954.3007330298424 4.4471966698765746 165.12045304477215 77.408508628606796 112.14714106917381 131.80851064622402 320.03482818603516 44.224689930677414
leaf_count=9332 39 497 317 341 704 1714 384
internal_value=-0.000289487 0.000287347 -9.42773e-05 0.00447736 -0.00411257 -0.00336688 -0.0109369
internal_weight=3809.49 3308.98 3031.71 277.268 500.515 451.843 48.6719
internal_count=13328 10487 9649 838 2841 2418 423
is_linear=0
shrinkage=0.0209926


Tree=342
num_leaves=8
num_cat=0
split_feature=95 36 40 95 97 141 148
split_gain=23.2448 11.4803 9.75148 8.74323 5.62776 4.60069 4.0523
threshold=5.2499999999999991 10.425000000000002 1.3550000000000002 -7.4999999999999973 2.5000000000000004 -0.13799999999999998 0.28102765672619562
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -4 -3 -2
right_child=2 5 4 -5 -6 -7 -8
leaf_value=-0.0036098619951280869 0.0095645489069359178 0.0005831330401999973 0.0038841175126771575 -0.0006047101999391612 0.00028869984454502355 0.01402323356156486 -0.0046177996251904729
leaf_weight=498.7138497158885 111.78890766948462 18.698282539844513 371.71924608945847 3005.7908871769905 402.91785648465157 31.279570505023003 9.1712729185819608
leaf_count=1692 352 77 1095 8778 1175 133 26
internal_value=-0.000127425 -0.00089003 0.00289389 -0.00103373 0.00202018 0.00909052 0.00844972
internal_weight=4450.08 3554.48 895.597 3504.5 774.637 49.9779 120.96
internal_count=13328 10680 2648 10470 2270 210 378
is_linear=0
shrinkage=0.0209926


Tree=343
num_leaves=8
num_cat=0
split_feature=85 54 10 11 85 4 58
split_gain=8.57039 7.87394 5.75827 4.6649 4.5223 5.27442 1.19033
threshold=0.097266608135791507 1.6250000000000002 4.2071428571428582 3.2583333333333337 0.56333333333333335 1312.0271413885068 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.00090810282666814218 0.04872728716324428 -0.0057135704905746307 0.019854423450591522 0.0075633856779528195 0 -0.0025651488109297792 -0.014548413832609474
leaf_weight=3212.7423935905099 0.87805202603340049 115.04398058354855 7.1102931872010222 12.684440642595289 2.4901417940855053 241.24516154080629 18.139968827366829
leaf_count=11505 4 607 30 63 16 983 120
internal_value=0.000459721 0.000747428 0.000951426 -0.00435764 -0.0031876 -0.00235939 -0.012676
internal_weight=3610.33 3347.58 3219.85 127.728 262.753 242.123 20.6301
internal_count=13328 12205 11535 670 1123 987 136
is_linear=0
shrinkage=0.0209926


Tree=344
num_leaves=8
num_cat=0
split_feature=36 96 85 0 37 11 123
split_gain=18.424 11.6741 10.8903 10.7944 5.51163 5.93562 2.38588
threshold=4.1850000000000014 2.5000000000000004 0.10226620484908451 1522.2859111795026 0.52321925628993837 1.1083333333333336 0.64500000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.0027287797275337405 0.0035438992175774726 -0.00039406575847526635 -0.0065870776513705931 -0.0012329604559826604 -0.0071178409422097289 -0.0017571310274201717 -0.012258075106344581
leaf_weight=1099.2571727484465 4.1493769437074652 1657.0503596514463 135.60561317205429 416.55465039610863 129.26672556251287 320.5983520373702 44.431690890341997
leaf_count=3304 34 5385 477 1321 704 1747 356
internal_value=-0.000285773 0.000279726 -0.000865203 0.00163692 -0.00404889 -0.00330813 -0.01081
internal_weight=3806.91 3308.47 1792.66 1515.81 498.446 449.865 48.5811
internal_count=13328 10487 5862 4625 2841 2451 390
is_linear=0
shrinkage=0.0209926


Tree=345
num_leaves=8
num_cat=0
split_feature=95 36 35 6 136 122 120
split_gain=19.4815 13.0447 13.8397 8.06159 6.24298 6.93476 5.64263
threshold=8.25 5.7750000000000012 4.9050000000000011 1532.2642713046325 4.1500000000000012 2.6305000000000005 2.4720000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.00083102921420626812 0.00069590567940738509 0.0044413807125271449 -0.013041081933514291 -0.019701938324858177 0.0041548263822228475 -0.020338739855493761 0.013025941189888982
leaf_weight=3610.9151796102524 100.24430483579636 257.83819623291492 41.442050486803055 6.1758281439542762 361.31247862428427 7.400057226419448 35.349658504128456
leaf_count=10574 309 897 223 20 1070 29 117
internal_value=-0.000142978 -0.000644097 -0.000970881 0.00385851 0.00373917 -0.000705725 0.00495745
internal_weight=4420.68 3916.37 3652.36 264.014 504.306 107.644 396.662
internal_count=13239 11714 10797 917 1525 338 1187
is_linear=0
shrinkage=0.0209926


Tree=346
num_leaves=8
num_cat=0
split_feature=35 3 136 114 28 36 10
split_gain=7.10992 8.95116 8.84505 7.3159 6.89894 6.85053 5.60807
threshold=2.9450000000000007 1540.6662049113318 3.1500000000000008 0.9285000000000001 0.31666666666666671 3.5250000000000004 2.378571428571429
decision_type=2 2 2 2 2 2 2
left_child=1 4 5 -3 -1 -2 -4
right_child=2 3 6 -5 -6 -7 -8
leaf_value=-0.011022590577685993 -5.2771180591553295e-05 0.0051633593355990201 -0.0011509506637173651 -0.0027546771108400447 0.0028238618002830898 0.0088861527703430771 0.0020461119004355987
leaf_weight=15.99114817380905 71.718780212104321 62.397247910499573 1842.0851856321096 285.97529625892639 956.8153368383646 77.441061154007912 277.420514293015
leaf_count=64 259 206 7108 962 3173 332 1135
internal_value=0.000330692 0.00155564 -0.000380562 -0.00132275 0.00259134 0.00455611 -0.000730234
internal_weight=3589.84 1321.18 2268.67 348.373 972.806 149.16 2119.51
internal_count=13239 4405 8834 1168 3237 591 8243
is_linear=0
shrinkage=0.0209926


Tree=347
num_leaves=7
num_cat=0
split_feature=36 35 3 96 92 3
split_gain=13.0259 10.4973 8.46094 8.37479 5.41183 2.40177
threshold=3.9850000000000008 5.205000000000001 1303.6205861597634 2.5000000000000004 0.4341666666666667 1395.1862482366871
decision_type=2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -3
right_child=2 5 4 -5 -6 -7
leaf_value=0.0014153929481622333 0.037861142619451511 0.0026712440993707271 -0.0038327125111755635 -0.00075016883781610345 0.0036000744774781581 0.014365730281569731
leaf_weight=1447.2082161009312 2.2001720517873755 12.129592999815939 526.16942431405187 1722.7374299317598 46.365609861910343 28.442263245582581
leaf_count=4359 10 44 2881 5579 258 108
internal_value=-0.000145379 0.000374332 -0.00305684 0.00023699 -0.00322243 0.0109873
internal_weight=3785.25 3210.52 574.735 3169.95 572.535 40.5719
internal_count=13239 10090 3149 9938 3139 152
is_linear=0
shrinkage=0.0209926


Tree=348
num_leaves=8
num_cat=0
split_feature=95 36 95 6 136 27 120
split_gain=18.8596 12.6055 7.8096 7.80255 6.03991 6.49003 5.52517
threshold=8.25 5.7750000000000012 -9.7499999999999964 1532.2642713046325 4.1500000000000012 0.4157777777777778 2.4720000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0045029838502043864 0.013491193124629066 0.0043741958646226712 -0.00068762542555101573 -0.019292295294570997 0.0040871310910048633 -0.0025948052948491594 0.012885155442031214
leaf_weight=254.83842526376247 12.470471099019049 257.19957859814167 3396.1508540436625 6.2209986746311179 360.90916725248098 95.251920148730278 35.183680713176727
leaf_count=893 41 897 9904 20 1070 297 117
internal_value=-0.000141119 -0.000634213 -0.000955246 0.00379714 0.0036805 -0.000688236 0.0048807
internal_weight=4418.23 3914.41 3650.99 263.421 503.815 107.722 396.093
internal_count=13239 11714 10797 917 1525 338 1187
is_linear=0
shrinkage=0.0209926


Tree=349
num_leaves=8
num_cat=0
split_feature=85 54 85 145 130 25 53
split_gain=13.1272 8.51854 7.27852 5.52597 5.43663 5.52837 2.78667
threshold=0.11128054740957956 1.635 -0.074700854700854732 0.19645000000000004 1.3875000000000002 0.73214285714285732 2.6850000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.0029179566927102279 -0.011152993393472836 -0.010675127486723751 0.00038892043440241401 -0.0012566863673922771 0 -0.0098440705446618381 -0.0031491311445337061
leaf_weight=623.44760359823704 59.240394927561283 44.732819341123104 2598.4349668547511 74.643893539905548 126.99165274947882 31.276110403239727 31.176027685403824
leaf_count=2065 258 257 9462 381 557 147 112
internal_value=0.000326938 0.000674496 0.000879783 -0.00482601 -0.00432354 -0.00193818 -0.00844609
internal_weight=3589.94 3341.26 3221.88 119.377 248.684 158.268 90.4164
internal_count=13239 12165 11527 638 1074 704 370
is_linear=0
shrinkage=0.0209926


Tree=350
num_leaves=8
num_cat=0
split_feature=95 85 143 53 42 131 137
split_gain=19.1096 16.1721 11.2794 8.2678 11.3675 7.75511 7.00591
threshold=8.25 0.10226620484908451 1.0690000000000002 2.9850000000000008 3.8450000000000002 2.4365000000000001 2.8500000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=0.00019187025289809612 0.018098848110155507 -0.0052923994947146284 0.0037174378782759599 0.022392585248442738 -0.0059727137197000324 0.016630566947066477 -0.0067132602148851266
leaf_weight=2745.5545641332865 5.0080069825053206 258.57438640296459 468.8341308683157 10.95240902900696 14.028498962521551 7.2133601158857337 273.04026047512889
leaf_count=9302 22 958 1431 38 69 23 1396
internal_value=-0.000144166 0.000294788 0.000707578 -0.00520117 0.00627217 -0.00467943 -0.00624917
internal_weight=3783.21 3480.18 3214.39 303.029 24.9809 265.788 278.048
internal_count=13239 11714 10733 1525 107 981 1418
is_linear=0
shrinkage=0.0209926


Tree=351
num_leaves=7
num_cat=0
split_feature=85 85 95 85 122 45
split_gain=40.7533 20.5569 18.3892 8.27161 7.83526 0.0830562
threshold=0.11128054740957956 -0.7533333333333333 8.25 0.77047619047619054 1.2820000000000003 1.2050000000000003
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.018746920108614607 0.010062637114659765 -0.0011127600700801654 0.0033600321553196298 0.019705029482329633 0.003354670234664031 -0.010839933413925685
leaf_weight=26.678968340158466 124.43151147663593 3574.6694325134158 456.47928209602833 20.58349484950304 208.91139286756516 3.7839903682470313
leaf_count=103 364 10675 1371 76 634 16
internal_value=-0.000139742 -0.000736139 -0.000605084 0.00669093 0.00587299 -0.0179217
internal_weight=4415.54 4061.61 4031.15 353.926 333.343 30.463
internal_count=13239 12165 12046 1074 998 119
is_linear=0
shrinkage=0.0209926


Tree=352
num_leaves=8
num_cat=0
split_feature=85 85 19 136 130 35 147
split_gain=12.9008 8.23784 8.27398 6.46482 5.33247 5.86658 5.4343
threshold=0.11128054740957956 -0.074700854700854732 3.5000000000000004 3.6500000000000008 1.3875000000000002 3.4450000000000007 0.41641356115479727
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.0016485288985500681 0.0026518242478645471 0.0036650115220542472 0.0077880317368381113 -0.0001348181819957439 0.00049306717566660043 -0.0085736604479711136 -0.01075588699847378
leaf_weight=509.27267982065678 15.564925029873846 214.11175739765167 120.51195387542248 2497.7145276740193 115.37336719036102 42.808726996183395 74.485373295843601
leaf_count=1690 58 800 404 9271 462 242 312
internal_value=0.000323369 0.000667602 0.00283094 0.000163434 -0.00429131 -0.00193044 -0.00838532
internal_weight=3589.84 3341.61 629.785 2711.83 248.232 158.182 90.0503
internal_count=13239 12165 2094 10071 1074 704 370
is_linear=0
shrinkage=0.0209926


Tree=353
num_leaves=8
num_cat=0
split_feature=95 143 95 53 37 137 102
split_gain=18.3843 13.5298 8.87777 8.06344 8.36955 6.79738 5.73198
threshold=8.25 1.0690000000000002 -2.2499999999999982 2.9850000000000008 0.40720702809694381 2.8500000000000001 1.3045000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=0.001291426121748117 0.017711267755499832 0.0025269794524612689 -0.0011010323262081189 0.020809757120862204 -0.0036703217772672478 -0.0066200331604476352 0.008882683056466922
leaf_weight=1060.5997332111001 5.0526768788695327 425.84236797690392 1919.1930740326643 10.281865656375887 14.724266290664671 271.38878424838185 74.429578110575676
leaf_count=3196 22 1301 6986 35 72 1396 231
internal_value=-0.000142544 0.000286949 -0.000247879 -0.00511669 0.00620409 -0.00615802 0.00348213
internal_weight=3781.51 3480.06 2979.79 301.448 25.0061 276.441 500.272
internal_count=13239 11714 10182 1525 107 1418 1532
is_linear=0
shrinkage=0.0209926


Tree=354
num_leaves=7
num_cat=0
split_feature=85 85 34 85 105 47
split_gain=39.3047 20.1617 13.7015 8.19061 7.01777 0.0932318
threshold=0.11128054740957956 -0.7533333333333333 2.1750000000000003 0.77047619047619054 1.0835000000000001 1.9150000000000003
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.018686408475736972 0.0047139951009432437 0.00020276571916673074 -0.0024699772659712103 0.019593095600941593 0.014878537247102782 -0.010793312669619123
leaf_weight=26.279916584491733 299.17301796376705 2825.060353666544 1204.4941019564867 20.375139884650707 33.920312762260437 3.8831398487091056
leaf_count=102 896 8032 4014 76 102 17
internal_value=-0.000138557 -0.000724193 -0.000594971 0.00657416 0.00576344 -0.0178287
internal_weight=4413.19 4059.72 4029.55 353.468 333.093 30.1631
internal_count=13239 12165 12046 1074 998 119
is_linear=0
shrinkage=0.0209926


Tree=355
num_leaves=8
num_cat=0
split_feature=35 26 91 131 136 34 111
split_gain=6.76886 9.86055 10.8003 8.94204 8.37438 7.59922 5.38499
threshold=2.9450000000000007 0.51292857142857151 -0.23666666666666661 0.81650000000000011 3.1500000000000008 1.5450000000000002 27.050000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0084517920235158521 0.0097108291123097074 0.0028692466894008699 0.0017380444575603683 -0.0042745279470174152 -0.00086442835636625485 0.00013500418202877539 0.0069767783612522255
leaf_weight=120.8535845130682 66.483083866536617 121.97815504670143 871.55533729493618 208.17495961487293 2078.310918521136 83.333575248718262 39.211298853158951
leaf_count=405 293 405 2904 691 8098 298 145
internal_value=0.000318834 0.00151308 0.00256045 -0.00162072 -0.000375676 0.00441631 -0.000716971
internal_weight=3589.9 1322.56 992.409 330.153 2267.34 149.817 2117.52
internal_count=13239 4405 3309 1096 8834 591 8243
is_linear=0
shrinkage=0.0209926


Tree=356
num_leaves=8
num_cat=0
split_feature=95 85 36 53 36 2 27
split_gain=17.7038 15.5943 8.85877 7.87299 10.5999 6.91491 2.90376
threshold=8.25 0.10226620484908451 4.5250000000000012 2.9850000000000008 3.0650000000000004 -238.18518204977758 0.63645833333333346
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=0.0010150912559022515 -0.0063171098784944209 0.015328903527529449 -0.0030071146116456924 0.021490776940286928 -0.0058223728225080106 -0.0051979628749870598 0.013220158717982962
leaf_weight=2952.6167493015528 271.64711374789476 7.3301911503076544 262.30757102370262 11.139533132314684 13.889420151710508 257.63314490020275 3.2383800372481337
leaf_count=9261 1401 22 1472 38 69 959 17
internal_value=-0.000139775 0.0002807 0.00068543 -0.00503445 0.0061428 -0.00461205 -0.00606955
internal_weight=3779.8 3479.89 3214.92 299.914 25.029 264.963 274.885
internal_count=13239 11714 10733 1525 107 981 1418
is_linear=0
shrinkage=0.0209926


Tree=357
num_leaves=7
num_cat=0
split_feature=85 85 34 85 2 45
split_gain=37.879 19.8006 13.2274 8.10352 7.49002 0.0819717
threshold=0.11128054740957956 -0.7533333333333333 2.1750000000000003 0.77047619047619054 -238.18518204977758 1.2050000000000003
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.018572610965432453 -0.018461857013554454 0.00019896200356671925 -0.0024283562439281173 0.019473446067231802 0.0060717208096399602 -0.010646126863021996
leaf_weight=26.151697926223282 5.4843921512365332 2824.4971800297499 1202.9765839129686 20.172424539923668 327.43267211318016 3.7278439402580252
leaf_count=103 19 8032 4014 76 979 16
internal_value=-0.00013718 -0.000712154 -0.000584612 0.00645631 0.0056532 -0.0177437
internal_weight=4410.44 4057.35 4027.47 353.089 332.917 29.8795
internal_count=13239 12165 12046 1074 998 119
is_linear=0
shrinkage=0.0209926


Tree=358
num_leaves=7
num_cat=0
split_feature=49 126 52 123 9 8
split_gain=6.5435 6.10249 7.77457 7.73536 5.45601 5.20788
threshold=3.2550000000000003 1.9500000000000002 2.0450000000000004 1.2425000000000004 4.3000000000000007 3.4833333333333338
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1
right_child=1 3 -4 -5 -6 -7
leaf_value=-1.6174948292958553e-05 0.005055824273652568 0.014209908832590056 0.00025434684873401728 -0.0028352711615401674 -0.01619420171126694 -0.0079087501038448572
leaf_weight=2692.3781929798424 198.73800724744797 36.754005268216133 598.83433663845062 16.613226622343063 9.35128255933523 37.374010793864727
leaf_count=10264 625 120 1951 55 50 174
internal_value=0.000315355 0.00192381 0.00145677 0.00881417 -0.000182588 -0.000125986
internal_weight=3590.04 850.94 797.572 53.3672 2739.1 2729.75
internal_count=13239 2751 2576 175 10488 10438
is_linear=0
shrinkage=0.0209926


Tree=359
num_leaves=7
num_cat=0
split_feature=95 85 9 2 137 49
split_gain=17.2342 14.9106 9.45797 8.87351 6.04039 4.90692
threshold=8.25 0.17262435677530005 1.3095238095238098 -224.51497023346926 2.8500000000000001 3.7250000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=-0.00065165227192133437 0.017508862101332592 0.025193529472098727 0.0016063312437984848 -0.0063981070377746143 -0.0062813063465098629 0.0027397176539366128
leaf_weight=1476.8137549012899 5.075372025370597 3.9522197693586341 1825.5557918921113 172.66767640411854 264.98218251764774 28.753828138113022
leaf_count=5131 22 12 5892 679 1381 122
internal_value=-0.000138263 0.000275977 0.000595118 -0.00566412 -0.00497716 -0.00538196
internal_weight=3777.8 3478.99 3302.37 176.62 298.811 293.736
internal_count=13239 11714 11023 691 1525 1503
is_linear=0
shrinkage=0.0209926


Tree=360
num_leaves=8
num_cat=0
split_feature=85 95 85 42 122 85 149
split_gain=23.3198 16.7745 15.0595 6.40694 4.81045 6.90264 2.84805
threshold=-0.35223443223443218 -5.9999999999999973 0.15846153846153843 3.0450000000000004 1.6395000000000002 -0.61504643962848293 0.48455842601173932
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.0038822349521595314 -0.0044407946047070757 0.00029560377853210708 0.0057278502293862301 -0.00029631403066238609 -0.016843098368952467 0.0041203598327176983 -0.014953293755815679
leaf_weight=13.872106939554213 438.57932949066162 3378.4056490063667 241.18087264150381 267.03735989332199 10.354677051305773 20.319300815463066 59.390369638800621
leaf_count=51 1563 9885 745 758 42 63 212
internal_value=-0.000154443 8.05904e-05 0.000658887 -0.00287911 -0.00998109 -0.00280049 -0.0129223
internal_weight=4429.14 4325.2 3619.59 705.617 103.936 30.674 73.2625
internal_count=13319 12951 10630 2321 368 105 263
is_linear=0
shrinkage=0.0209926


Tree=361
num_leaves=8
num_cat=0
split_feature=85 81 52 102 85 26 3
split_gain=8.42444 5.78006 7.85222 5.56885 5.37572 5.06992 1.38975
threshold=-0.15973727422003284 1.0000000180025095e-35 3.6450000000000005 1.9995000000000003 0.5947058823529412 0.49950000000000006 1466.6613980637442
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.00324817696717448 0.00087114882131146261 -0.010317893051436881 0.024678898819872848 0.014032311050113449 -0.00049623507326603401 -0.00082875736335532896 -0.015449996001235859
leaf_weight=375.39084573090076 1326.5447432845831 23.814681231975559 7.7687414586544028 4.866197556257247 4.3491555564105537 1851.2792045623064 12.746517233550547
leaf_count=1210 4684 84 34 17 27 7175 88
internal_value=0.000180525 0.00300701 0.00369517 -0.0060198 -0.000182326 -0.000117648 -0.0119254
internal_weight=3606.76 411.84 383.16 28.6809 3194.92 3177.82 17.0957
internal_count=13319 1345 1244 101 11974 11859 115
is_linear=0
shrinkage=0.0209926


Tree=362
num_leaves=8
num_cat=0
split_feature=95 95 29 31 36 107 141
split_gain=16.792 9.21594 8.67463 7.81584 6.29355 4.67171 3.47439
threshold=4.3499999999999988 -15.749999999999996 6.6833333333333345 0.69631093544137035 2.2950000000000004 0.13650000000000004 0.30250000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -2 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=0.011522116269784641 0.017980035089791482 0.00027919658962868133 0.0060639509787272436 0.033433867646787185 -0.0083554678935162108 -0.0033323853253648243 0.0037895713339974719
leaf_weight=51.934693917632103 4.4948497936129561 2923.4210836440325 119.0412245169282 3.5409821420907965 7.8305986672639838 681.96347771584988 4.258188858628273
leaf_count=152 19 9627 362 15 23 3102 19
internal_value=7.41675e-06 0.000669138 0.000507106 -0.00294254 0.00883772 -0.00318587 0.0178616
internal_weight=3796.49 3102.23 3042.46 694.257 59.7653 686.458 7.79917
internal_count=13319 10164 9989 3155 175 3121 34
is_linear=0
shrinkage=0.0209926


Tree=363
num_leaves=8
num_cat=0
split_feature=95 119 36 53 47 147 148
split_gain=17.1635 9.0822 7.27533 6.84172 6.27652 5.76028 4.96645
threshold=-5.9999999999999973 1.1000000000000003 4.1850000000000014 3.1150000000000007 1.2650000000000003 0.39487318826102363 0.30672192291753003
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.0089574457893895777 0.0023397017992030822 -0.00091437061833094435 0.0020122439362620652 -0.0026788265785064598 -0.016271580266052049 -0.0019836384895855052 0.010813540333245298
leaf_weight=100.16232305020094 1179.4488845989108 1923.6964370384812 464.1761776432395 132.37712314724922 12.805598765611647 608.39057636260986 5.7152223885059348
leaf_count=341 3488 5580 1462 374 42 2015 17
internal_value=-0.000152563 0.000425772 -0.000343467 0.00182964 -0.00310198 -0.00228587 -0.00784507
internal_weight=4426.77 3699.7 2387.87 1311.83 727.074 621.196 105.878
internal_count=13319 10904 7042 3862 2415 2057 358
is_linear=0
shrinkage=0.0209926


Tree=364
num_leaves=8
num_cat=0
split_feature=85 135 31 27 114 0 5
split_gain=8.07775 8.10827 8.43292 5.85497 5.33855 13.2724 8.2614
threshold=-0.15973727422003284 -0.18899999999999997 0.34641025641025641 0.54527777777777786 2.5500000000000003 1538.5435648836719 1506.6986789937841
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.0063464336154351658 0.00091015688624712177 0.0025291891446466105 0.034608561992633853 -0.0049143426457848288 -0.0088445853898509851 0.0014654854185574728 -0.0013772169043634909
leaf_weight=114.70332796871662 1864.2090031020343 235.0124069750309 4.9474059343338004 57.795781940221786 102.79448299109936 117.02211418002844 1110.0105646327138
leaf_count=370 6831 765 17 193 389 502 4252
internal_value=0.000178744 0.00294411 0.00755499 0.00104363 -0.000176862 -0.00333414 5.48773e-05
internal_weight=3606.5 412.459 119.651 292.808 3194.04 219.817 2974.22
internal_count=13319 1345 387 958 11974 891 11083
is_linear=0
shrinkage=0.0209926


Tree=365
num_leaves=8
num_cat=0
split_feature=95 95 29 31 50 107 141
split_gain=16.2744 8.92279 8.41147 7.5703 4.80693 4.51442 3.27405
threshold=4.3499999999999988 -15.749999999999996 6.6833333333333345 0.69631093544137035 1.3350000000000002 0.13650000000000004 0.30250000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -2 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=0.012472083098784181 0.017561498875470878 0.00027401180751708879 0.0059698624554698591 0.032433080531752152 -0.00046524043847227559 -0.0032868279504854208 0.0037417297159263118
leaf_weight=42.642157196998596 4.5379888489842406 2923.3842979371548 119.06446630507708 3.6008499637246123 17.005035310983658 680.47318302839994 4.2641688957810402
leaf_count=120 19 9627 362 15 55 3102 19
internal_value=6.83646e-06 0.000657796 0.000498487 -0.00290069 0.0087036 -0.00314174 0.0174853
internal_weight=3794.97 3102.1 3042.45 692.876 59.6472 685.011 7.86502
internal_count=13319 10164 9989 3155 175 3121 34
is_linear=0
shrinkage=0.0209926


Tree=366
num_leaves=8
num_cat=0
split_feature=85 85 34 85 130 145 49
split_gain=22.6242 15.8923 10.6029 4.52452 5.13633 2.94741 0.0277666
threshold=-0.35223443223443218 0.56333333333333335 5.7250000000000005 -0.7533333333333333 1.2360000000000002 0.87185000000000012 3.4850000000000008
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -3 -1
right_child=1 5 -4 4 -6 -7 -8
leaf_value=-0.018120767144373627 8.4049711487726991e-05 0.01588811953050542 -0.0088475665431185097 -0.015259085886351087 -0.003304071562604535 -0.00045170147107730948 -0.010704945342698211
leaf_weight=23.720926694571975 4223.8232781738043 32.970288619399071 59.391776978969574 23.746667638421059 52.090747907757759 5.0456268638372412 3.7166309505701056
leaf_count=96 12479 120 334 85 171 18 16
internal_value=-0.000150828 8.01427e-05 -3.86816e-05 -0.00986137 -0.00711053 0.0135937 -0.0172905
internal_weight=4424.51 4321.23 4283.22 103.275 75.8374 38.0159 27.4376
internal_count=13319 12951 12813 368 256 138 112
is_linear=0
shrinkage=0.0209926


Tree=367
num_leaves=8
num_cat=0
split_feature=85 84 52 102 85 114 29
split_gain=7.8429 9.76337 7.19784 6.08203 5.24407 5.19485 1.17311
threshold=-0.15973727422003284 0.034642857142857052 3.6550000000000007 2.0255000000000005 0.5947058823529412 2.5500000000000003 4.6458333333333348
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0035806180567620311 0.00011971331298434795 -0.01028314899162793 0.025889211643399222 0.011426728547676852 -0.015445207000213453 -0.0032343373638035102 -0.0019660409673193679
leaf_weight=364.84024782478809 2958.0773278921843 34.889021724462509 6.5662494301795951 6.5990360379219046 12.016888428479435 218.42736387997866 4.8616190180182448
leaf_count=1172 10975 122 28 23 83 884 32
internal_value=0.000177662 0.0029009 0.00398789 -0.00671479 -0.000172948 -0.000109418 -0.0118459
internal_weight=3606.28 412.895 371.406 41.4881 3193.38 3176.5 16.8785
internal_count=13319 1345 1200 145 11974 11859 115
is_linear=0
shrinkage=0.0209926


Tree=368
num_leaves=8
num_cat=0
split_feature=95 85 34 127 85 130 138
split_gain=15.7525 10.1569 7.71865 6.75188 6.0641 6.32587 5.60914
threshold=4.3499999999999988 0.072307692307692267 6.1950000000000012 1.4145000000000001 -0.27857142857142853 2.2680000000000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.00087652136907266675 0.01130561342892422 -0.00058646823511308193 0.0078042540189341529 -0.0069035892454436393 -0.0023984419382550625 -0.0079388018803446588 -0.0048902646559127756
leaf_weight=2700.2192191332579 24.565494164824486 212.47104957699776 73.007962912321091 116.49318790435791 541.44937737286091 110.62882160767913 14.800039827823637
leaf_count=8756 89 714 259 435 2415 597 54
internal_value=5.76234e-06 0.000645661 0.00106062 -0.00283803 -0.00285826 -0.00334573 0.00509511
internal_weight=3793.64 3102.19 2773.23 328.964 691.444 652.078 39.3655
internal_count=13319 10164 9015 1149 3155 3012 143
is_linear=0
shrinkage=0.0209926


Tree=369
num_leaves=7
num_cat=0
split_feature=85 85 36 122 85 149
split_gain=21.9818 15.5243 10.6099 4.71107 6.72674 2.83506
threshold=-0.35223443223443218 0.77047619047619054 4.0150000000000006 1.6395000000000002 -0.61504643962848293 0.48455842601173932
decision_type=2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.0036355635221331463 -0.0005721783438562781 0.019222811739203888 0.0019115342689283417 -0.01666252542128473 0.0041749812640539171 -0.014729000138111398
leaf_weight=13.752004377543924 3318.927413597703 18.584933489561081 982.26030341535807 10.156733162701132 20.283423691987991 58.514570683240891
leaf_count=51 9817 71 3063 42 63 212
internal_value=-0.000149362 7.77496e-05 -3.86266e-06 -0.00974806 -0.00262068 -0.0126841
internal_weight=4422.48 4319.77 4301.19 102.707 30.4402 72.2666
internal_count=13319 12951 12880 368 105 263
is_linear=0
shrinkage=0.0209926


Tree=370
num_leaves=8
num_cat=0
split_feature=148 115 92 145 97 84 134
split_gain=5.19902 6.57759 7.31746 5.86529 5.47674 6.6703 4.3437
threshold=0.28102765672619562 1.1835000000000002 0.26041666666666669 0.92370000000000008 8.5000000000000018 0.0175478468899521 1.2250000000000003
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.00025371361907225182 0.0046719872759818709 -0.0041629069601745337 -0.0048722149380895233 0.014814428479052432 0.014951075260682189 -0.0071822884449505844 0.01457731333637804
leaf_weight=3116.2891537025571 316.49005827307701 87.83246237039566 39.379778660833836 7.7339600920677176 21.705610401928428 7.9638092070817939 8.7177291437983495
leaf_count=11668 1053 294 132 25 83 31 33
internal_value=0.000176003 0.00228366 0.00360241 -0.0025771 -0.000124089 0.00884897 -0.00021081
internal_weight=3606.11 451.436 355.87 95.5664 3154.68 29.6694 3125.01
internal_count=13319 1504 1185 319 11815 114 11701
is_linear=0
shrinkage=0.0209926


Tree=371
num_leaves=8
num_cat=0
split_feature=36 96 97 94 141 137 110
split_gain=12.8266 10.6548 8.26606 7.83716 5.49619 5.33165 2.05986
threshold=4.5250000000000012 2.5000000000000004 3.5000000000000004 17.550000000000004 1.3355000000000004 3.0500000000000003 17.650000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.00097561427482910649 0.0090794373454938515 -0.002876718101327099 0.00023033860533855276 0.0047835404501795067 -0.011743553874282577 -0.0031756741264453198 -0.00063344367373220644
leaf_weight=1260.7422131001949 16.263874411582947 527.72208397090435 1316.1830589473248 295.3713421523571 44.544951170682907 321.31269320845604 9.9158832281827909
leaf_count=3930 92 1967 4166 851 291 1955 67
internal_value=5.56006e-06 0.000421397 -0.000656303 0.00170148 -0.00358868 -0.00257108 -0.00980847
internal_weight=3792.06 3400.02 1843.91 1556.11 392.037 337.577 54.4608
internal_count=13319 10914 6133 4781 2405 2047 358
is_linear=0
shrinkage=0.0209926


Tree=372
num_leaves=8
num_cat=0
split_feature=36 149 119 14 2 126 120
split_gain=11.3115 10.4654 9.11394 8.05312 6.81089 7.7342 4.65753
threshold=4.0150000000000006 0.62839366515837114 1.1000000000000003 0.55000000000000016 -31.862930035316705 2.1055000000000006 1.0500000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.00055023465385846155 0.015713134921062358 0.013993721306416403 -0.0018438727723103609 0.0020352001846048171 0.0017564893836464457 -0.0064138878063886608 0.0044422736190366553
leaf_weight=1042.6243745163083 22.659732699394226 28.229574725031853 2120.6627364009619 221.89307242631912 866.08933675289154 54.050571255385876 63.733139529824257
leaf_count=3040 66 90 6388 653 2713 176 193
internal_value=-0.000147566 -0.000725248 -0.00105326 0.00340399 0.00180676 0.00127135 0.00745381
internal_weight=4419.94 3413.41 3163.29 250.123 1006.53 920.14 86.3929
internal_count=13319 10171 9428 743 3148 2889 259
is_linear=0
shrinkage=0.0209926


Tree=373
num_leaves=8
num_cat=0
split_feature=85 84 135 26 145 123 90
split_gain=7.47288 9.4767 7.71578 5.10292 8.46332 6.12847 3.51521
threshold=-0.15973727422003284 0.034642857142857052 -0.18899999999999997 0.49950000000000006 0.89865000000000006 0.89200000000000013 -0.035416666666666645
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=0.0085381543735812745 0.00029384045476407174 -0.013539777749255995 0.0019002948095458471 0.0021870836327987451 0.0061623858077018102 -0.0013526643630600789 -0.00097348679494098248
leaf_weight=111.31003011763096 1211.8717925176024 18.334355115890503 260.82591317594051 247.88836735486984 119.19827799499035 1613.4265797734261 23.039000675082207
leaf_count=356 4305 64 844 978 407 6284 81
internal_value=0.000174855 0.00283084 0.0038986 -0.000167677 0.000822964 -0.000878676 -0.0066577
internal_weight=3605.89 413.509 372.136 3192.39 1331.07 1861.31 41.3734
internal_count=13319 1345 1200 11974 4712 7262 145
is_linear=0
shrinkage=0.0209926


Tree=374
num_leaves=8
num_cat=0
split_feature=95 85 36 127 85 121 29
split_gain=14.9793 9.80732 8.05857 6.58446 5.84008 7.76969 5.40924
threshold=4.3499999999999988 0.072307692307692267 5.7750000000000012 1.4145000000000001 -0.27857142857142853 1.3875000000000002 1.0500000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0012491173634841157 0.013148656843678904 -0.00057621958267550517 -0.0049824917572299735 -0.006823479472961253 0.016746000356622413 -0.0055380489179593642 -0.0034628318500460214
leaf_weight=2678.6339062154293 22.50474164634943 212.26775277405977 94.410606421530247 116.05645686388016 5.8122059032320967 16.946259275078773 643.81164859980345
leaf_count=8389 85 714 626 435 28 58 2984
internal_value=4.47013e-06 0.000627776 0.00103523 -0.00279907 -0.00279395 0.00500058 -0.00327466
internal_weight=3790.44 3101.37 2773.04 328.324 689.075 39.451 649.624
internal_count=13319 10164 9015 1149 3155 143 3012
is_linear=0
shrinkage=0.0209926


Tree=375
num_leaves=7
num_cat=0
split_feature=85 85 95 85 138 85
split_gain=21.9327 16.6219 12.1141 8.78108 6.20173 3.62565
threshold=0.046629588431590603 -0.43190476190476185 -1.499999999999998 0.91500000000000015 11.500000000000002 -0.7533333333333333
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.017305524482060658 0.0026863992113381583 -0.0023508369309077778 0.00022480585979548564 0.018642786558688576 0.012930975654797084 -0.0069834844931822466
leaf_weight=26.35852075368166 518.75068937242031 1158.6280901581049 2625.9712269902229 16.914347849786282 27.741745203733444 40.652890175580978
leaf_count=109 1550 3650 7713 64 79 136
internal_value=-0.000180355 -0.000747282 -0.000562446 0.00368684 0.00321519 -0.0111149
internal_weight=4415.02 3851.61 3784.6 563.407 546.492 67.0114
internal_count=13301 11608 11363 1693 1629 245
is_linear=0
shrinkage=0.0209926


Tree=376
num_leaves=8
num_cat=0
split_feature=38 130 100 146 10 29 145
split_gain=7.65567 9.3831 8.25818 8.23665 7.4291 6.59522 6.28884
threshold=0.28431974303697716 2.4365000000000001 2.7750000000000004 0.023750000000000004 0.86190476190476206 2.4722222222222228 0.31375000000000003
decision_type=2 2 2 2 2 2 2
left_child=2 5 4 -4 -1 -2 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=0.001629926845788208 -0.0032970416364835348 -0.010164892110824433 0.0038860136931937418 0.033320707294427723 -0.0015152460212582688 0.0022898948027478662 0.0012647328669251861
leaf_weight=404.24260409921408 100.92953535169363 50.038614802062511 94.55149120092392 4.4470058903098098 1798.5355293378234 1115.493592351675 35.658502824604511
leaf_count=1526 405 259 374 20 6820 3757 140
internal_value=5.8854e-05 0.00134648 -0.000667481 0.00525651 -0.00093589 0.0018224 -0.00535326
internal_weight=3603.9 1302.12 2301.78 98.9985 2202.78 1216.42 85.6971
internal_count=13301 4561 8740 394 8346 4162 399
is_linear=0
shrinkage=0.0209926


Tree=377
num_leaves=8
num_cat=0
split_feature=96 97 40 36 3 27 0
split_gain=16.1792 17.4107 12.381 10.9783 10.393 8.09663 7.43238
threshold=2.5000000000000004 3.5000000000000004 3.7550000000000003 9.8100000000000023 1331.2096695686325 0.48816666666666669 1382.4618515794498
decision_type=2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -3 -4
right_child=1 5 6 -5 -6 -7 -8
leaf_value=0.001175310966994644 0.014216328297433627 -0.0021483675293766879 -0.00057425773056019459 -0.012720327058631296 -0.0042554359427328598 0.0012799135091677786 0.0079196497787358752
leaf_weight=1406.3046178817749 13.590929150581358 436.95645773410797 57.771455883979797 25.46295889467001 654.90804279595613 992.63782477378845 195.7600634843111
leaf_count=4621 51 1580 178 215 2834 3253 569
internal_value=0.000153139 -0.00107582 0.00168596 0.000924848 -0.00387274 0.000228713 0.00596531
internal_weight=3783.39 2098.09 1685.3 1431.77 668.499 1429.59 253.532
internal_count=13301 7718 5583 4836 2885 4833 747
is_linear=0
shrinkage=0.0209926


Tree=378
num_leaves=7
num_cat=0
split_feature=85 85 95 85 99 85
split_gain=21.319 16.2688 11.6911 8.65188 6.03795 3.59975
threshold=0.046629588431590603 -0.43190476190476185 -1.499999999999998 0.91500000000000015 0.63397129186602885 -0.7533333333333333
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.017229016000368493 4.9445301200965846e-05 -0.0023121829988665601 0.0002189962276430806 0.018554219229115675 0.0047441385423125067 -0.0069085768613899624
leaf_weight=26.100788079202175 184.21748322248459 1157.5212916731834 2625.3255885988474 16.7548688352108 362.11206553131342 40.552459545433521
leaf_count=109 558 3650 7713 64 1071 136
internal_value=-0.000177643 -0.000736744 -0.000554261 0.00363614 0.00316988 -0.0110217
internal_weight=4412.58 3849.5 3782.85 563.084 546.33 66.6532
internal_count=13301 11608 11363 1693 1629 245
is_linear=0
shrinkage=0.0209926


Tree=379
num_leaves=8
num_cat=0
split_feature=35 28 126 124 26 135 118
split_gain=9.37579 7.67502 7.44127 7.17424 8.04196 7.56708 1.44588
threshold=2.9450000000000007 0.21111111111111114 0.95000000000000007 0.90000000000000013 0.37050000000000005 0.31250000000000006 2.1000000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.016018602017860682 0.029423869655122861 -0.0013665619857204843 0.0024772539849753443 -0.0020249498540109009 0.0013753105670626159 0.0012501018352961363 -8.8043034951068417e-05
leaf_weight=12.884227901697161 4.5740069746971121 281.32850047945976 1028.0315652042627 1455.0885052233934 423.99863574653864 393.47271347790956 3.8778323233127585
leaf_count=51 15 922 3420 5681 1657 1539 16
internal_value=5.93486e-05 0.0014638 0.00164772 -0.000756453 0.00168582 -0.00132526 -0.0126183
internal_weight=3603.26 1326.12 1309.36 2277.13 428.573 1848.56 16.7621
internal_count=13301 4409 4342 8892 1672 7220 67
is_linear=0
shrinkage=0.0209926


Tree=380
num_leaves=8
num_cat=0
split_feature=95 85 118 34 35 102 135
split_gain=21.1149 12.3332 11.2238 9.90502 7.99367 7.93228 6.63923
threshold=1.0000000180025095e-35 -0.2899248120300752 2.3665000000000007 3.5150000000000001 4.4150000000000009 0.83150000000000002 -0.50549999999999995
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 4 -1 -2 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.00088778469569799994 -0.0035738620053287909 -0.0020723299984658607 -0.0089282183020069558 -0.0038918553440687093 -0.005593109080812164 0.011579950210811275 0.0053136864283244425
leaf_weight=2229.3540248945355 22.54784794151783 910.13174243271351 119.73664357885718 37.942028656601906 86.991019926965237 44.405192814767361 330.48716132342815
leaf_count=7006 75 3805 608 116 558 157 976
internal_value=0.00014947 -0.00230327 -0.00287406 0.00115328 0.000642329 0.00640519 0.0043527
internal_weight=3781.6 1096.82 1029.87 2684.77 2316.35 66.953 368.429
internal_count=13301 4645 4413 8656 7564 232 1092
is_linear=0
shrinkage=0.0209926


Tree=381
num_leaves=7
num_cat=0
split_feature=85 85 95 85 138 53
split_gain=20.721 15.8933 11.3388 8.52283 6.02224 0.0436505
threshold=0.046629588431590603 -0.7533333333333333 -1.499999999999998 0.91500000000000015 11.500000000000002 2.8350000000000004
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.018043064109783024 0.0026032321169836294 -0.0023356724665381371 0.00014347434779507062 0.01846647240916266 0.012701352824736651 -0.010435366795078957
leaf_weight=22.15462759137154 518.40551798790693 1170.6884573474526 2650.740396283567 16.592112191021442 27.726285502314568 3.6713495999574652
leaf_count=93 1550 3704 7795 64 79 16
internal_value=-0.000175609 -0.000726976 -0.000614757 0.00358551 0.00312465 -0.0171467
internal_weight=4409.98 3847.25 3821.43 562.724 546.132 25.826
internal_count=13301 11608 11499 1693 1629 109
is_linear=0
shrinkage=0.0209926


Tree=382
num_leaves=8
num_cat=0
split_feature=35 10 52 31 90 122 125
split_gain=9.08243 7.52484 7.35197 6.95377 7.0977 6.49441 4.97371
threshold=2.9450000000000007 0.86190476190476206 2.3850000000000002 0.11330480451274071 0.12791666666666668 0.78200000000000014 0.45000000000000007
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 6 -5 -2 -1
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.0072640512278302196 -0.010836942708935137 -0.0036146829059150389 -0.0005531110340365801 0.0029992921836471263 -0.0024753905115156931 0.0023554047223426139 -0.0018969612675783553
leaf_weight=28.332134053111076 17.043304540216923 461.56538571417332 1397.9953990355134 866.7390122115612 117.68037417531013 399.15526990965009 314.13321423530579
leaf_count=91 67 1978 5282 2883 391 1565 1044
internal_value=6.04227e-05 -0.000743033 -0.0013156 0.00144204 0.00233998 0.00180369 -0.00112511
internal_weight=3602.64 2275.76 1859.56 1326.88 984.419 416.199 342.465
internal_count=13301 8892 7260 4409 3274 1632 1135
is_linear=0
shrinkage=0.0209926


Tree=383
num_leaves=8
num_cat=0
split_feature=95 85 100 121 95 102 28
split_gain=20.4285 11.8965 11.0135 9.81991 9.64804 7.65624 4.18202
threshold=1.0000000180025095e-35 -0.2899248120300752 2.3650000000000007 0.56350000000000011 -15.749999999999996 0.83150000000000002 6.0500000000000007
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 6 -5 -2 -1
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.0082807624295294386 -0.0035488560751588292 -0.0020381341260341745 -0.0088469867747391403 0.010449195076655664 0.0011583767741773158 0.011327385961866254 0.010908083578786846
leaf_weight=62.734221316874027 22.528734117746353 908.85752476751804 119.06663831695914 50.374516829848289 2566.2611380517483 44.652719870209694 5.2322559580206862
leaf_count=225 75 3805 608 148 8261 157 22
internal_value=0.000146035 -0.0022689 -0.00283147 0.00113292 0.00133907 0.00626761 -0.00673322
internal_weight=3779.71 1095.11 1027.92 2684.6 2616.64 67.1815 67.9665
internal_count=13301 4645 4413 8656 8409 232 247
is_linear=0
shrinkage=0.0209926


Tree=384
num_leaves=7
num_cat=0
split_feature=85 85 36 85 0 85
split_gain=20.1402 15.6058 11.4032 8.393 5.72116 3.5165
threshold=0.046629588431590603 -0.43190476190476185 2.8950000000000005 0.91500000000000015 1441.0681728141983 -0.7533333333333333
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.017063992156120662 -0.0013238525011427084 -0.0015979716823104572 0.000715394561004615 0.018379172595718148 0.0041237278142330323 -0.0067890121694200488
leaf_weight=25.559447295963764 103.63641266524792 2050.4477282837033 1729.0738476663828 16.428205735981464 442.36240021884441 40.412887319922447
leaf_count=109 308 6352 5011 64 1321 136
internal_value=-0.000172684 -0.000716391 -0.000538377 0.00353632 0.00308096 -0.0108423
internal_weight=4407.92 3845.49 3779.52 562.427 545.999 65.9723
internal_count=13301 11608 11363 1693 1629 245
is_linear=0
shrinkage=0.0209926


Tree=385
num_leaves=8
num_cat=0
split_feature=41 52 12 130 26 134 146
split_gain=7.32273 7.45829 7.73459 7.30941 8.22481 5.24882 4.14314
threshold=1.925 2.5850000000000004 0.63333333333333341 2.5855000000000006 0.38527777777777789 0.8620000000000001 0.0013500000000000003
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 -5
right_child=1 5 -4 6 -6 -7 -8
leaf_value=0.0090200701454425554 -0.0033848555844721438 -0.00021202082064188823 0.011218736013507926 -0.0096860160387898572 0.0010656981736707645 0.0083870377877711799 -7.3265624126862819e-05
leaf_weight=59.661217048764229 521.57844488322735 1311.037431307137 16.347888231277466 41.832608059048653 1580.3015268594027 32.045841664075851 39.370404869318008
leaf_count=198 2159 5061 69 165 5366 127 156
internal_value=6.05619e-05 -0.000843421 -0.00293216 0.00105127 0.00135799 -3.28896e-06 -0.00508424
internal_weight=3602.18 1881.01 537.926 1721.17 1639.96 1343.08 81.203
internal_count=13301 7416 2228 5885 5564 5188 321
is_linear=0
shrinkage=0.0209926


Tree=386
num_leaves=8
num_cat=0
split_feature=36 40 2 3 85 141 85
split_gain=14.3713 9.66413 12.9226 9.27139 8.21339 7.0143 4.85556
threshold=3.8050000000000002 3.7050000000000005 -288.57641642458196 1517.0908334305454 -0.25830845771144278 0.80500000000000016 -0.29321428571428571
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.016880645067476663 0.0038493008798661495 0.001551161241267016 8.9147970513116085e-05 0.0078507956577154106 -0.0019794460547300258 -0.0072110066948328352 0.027338321766234883
leaf_weight=20.36290967464447 32.082988373935223 354.70969446003437 2609.7846451401711 146.68887467682362 458.36527066677809 151.89751093089581 4.5656047090888014
leaf_count=60 128 1026 8296 418 2468 885 20
internal_value=0.00014245 0.00073209 0.000220967 0.00340371 -0.00270447 -0.00328944 0.00690595
internal_weight=3778.46 3131.55 2630.15 501.399 646.911 610.263 36.6486
internal_count=13301 9800 8356 1444 3501 3353 148
is_linear=0
shrinkage=0.0209926


Tree=387
num_leaves=7
num_cat=0
split_feature=85 85 40 85 138 49
split_gain=19.594 15.3044 10.9267 8.26677 5.85803 0.055511
threshold=0.046629588431590603 -0.7533333333333333 3.7750000000000004 0.91500000000000015 11.500000000000002 3.4750000000000005
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.017898703192939316 0.0025242071639307159 -0.00028249557525073595 -0.0046141370619198442 0.018294660498908794 0.012486017591290616 -0.010119278757972612
leaf_weight=21.722248107194904 518.04173117876053 3540.6151511073112 277.04532258957624 16.266926631331444 27.713688582181931 3.5790875256061545
leaf_count=93 1550 10302 1197 64 79 16
internal_value=-0.000170778 -0.000707239 -0.000598092 0.00348889 0.00303883 -0.0169872
internal_weight=4404.98 3842.96 3817.66 562.022 545.755 25.3013
internal_count=13301 11608 11499 1693 1629 109
is_linear=0
shrinkage=0.0209926


Tree=388
num_leaves=8
num_cat=0
split_feature=35 10 47 31 90 122 27
split_gain=8.58751 7.30452 7.14947 6.74569 6.87319 6.33957 5.20269
threshold=2.9450000000000007 0.86190476190476206 1.1050000000000002 0.11330480451274071 0.12791666666666668 0.78200000000000014 0.39612500000000006
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 6 -5 -2 -1
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.011369335523884859 -0.010741755006680528 -0.0055540322737440079 -0.00088364998882007988 0.0029353235191579155 -0.0024535218866044693 0.0023314205395845665 -0.0016714123875777676
leaf_weight=13.990012824535368 16.935183614492416 158.5442880988121 1698.3418272212148 868.22484394907951 117.57212142646313 399.4312418513 328.42072685062885
leaf_count=46 67 816 6444 2883 391 1565 1089
internal_value=6.2162e-05 -0.000720004 -0.00128499 0.00140445 0.00228777 0.0017882 -0.00112464
internal_weight=3601.46 2273.25 1856.89 1328.21 985.797 416.366 342.411
internal_count=13301 8892 7260 4409 3274 1632 1135
is_linear=0
shrinkage=0.0209926


Tree=389
num_leaves=8
num_cat=0
split_feature=95 34 95 8 113 29 30
split_gain=19.537 9.54189 9.70621 9.00417 7.66812 4.73642 2.01009
threshold=1.0000000180025095e-35 8.3450000000000006 -15.749999999999996 2.4083333333333337 0.47750000000000009 2.6125000000000003 0.17529120364171907
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=0.010332368569596894 -0.002874198339717885 0.0071239606178756494 0.00077874498616498306 0.0026110677478534761 0.0010752671551872385 -0.0097937463910043755 0.017627934804763396
leaf_weight=47.828725159168243 665.76266476511955 21.351795971393585 2599.1789863109589 15.21382265537977 319.00622671842575 92.560010995715857 15.667803987860678
leaf_count=136 2834 82 8376 79 1259 473 62
internal_value=0.00013865 0.00110316 0.000953175 -0.00222648 -0.00158995 -0.00799828 0.0116987
internal_weight=3776.57 2684.03 2647.01 1092.54 984.769 107.774 37.0196
internal_count=13301 8656 8512 4645 4093 552 144
is_linear=0
shrinkage=0.0209926


Tree=390
num_leaves=8
num_cat=0
split_feature=34 95 35 26 56 34 113
split_gain=19.5935 14.4284 10.3338 9.17435 7.53629 5.57647 4.26703
threshold=3.7650000000000001 -3.75 5.955000000000001 0.47211111111111115 1.5150000000000003 1.0550000000000004 0.76350000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.0076061361861295869 -0.012078007057273486 0.00098674859932783841 0.0083430563346236341 -0.010078221783277349 0.0031015490835660281 -0.0014196527664692706 0.0063818668594845624
leaf_weight=71.233471646904945 18.600643932819366 3327.8110190778971 86.555627830326557 129.36131162196398 63.789068177342415 706.28213442862034 6.9717605561017981
leaf_count=212 94 9529 386 603 295 2177 34
internal_value=0.00026539 0.000586034 0.00117463 -0.00585798 -0.000267434 -0.00199259 -0.00920143
internal_weight=4410.61 4191.88 3414.37 218.723 82.3897 777.516 136.333
internal_count=13330 12304 9915 1026 389 2389 637
is_linear=0
shrinkage=0.0209926


Tree=391
num_leaves=8
num_cat=0
split_feature=130 114 53 130 18 2 40
split_gain=6.9644 8.36335 5.53887 6.70836 5.37789 5.21767 3.79094
threshold=2.7070000000000003 0.63350000000000006 2.7450000000000006 1.0500000000000003 1.5000000000000002 -161.15975704978572 3.2650000000000001
decision_type=2 2 2 2 2 2 2
left_child=2 4 5 -4 -2 -1 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=-0.0030691139075506853 -0.00011299875269106315 -0.0042567277481679643 0.0046059786479645173 0.00026723031359771808 0.026943477404509367 -8.4367791264060337e-05 -0.01592269257828385
leaf_weight=289.84362395852804 6.3144044578075391 172.77712432295084 231.77763578295708 495.22058714926243 5.9737731441855431 2393.9644487015903 13.632261261343954
leaf_count=1194 28 760 737 1591 25 8933 62
internal_value=-0.000190803 -0.00401146 3.03694e-05 0.00165706 0.0126512 -0.000408493 -0.00513551
internal_weight=3609.5 198.698 3410.81 726.998 12.2882 2683.81 186.409
internal_count=13330 875 12455 2328 53 10127 822
is_linear=0
shrinkage=0.0209926


Tree=392
num_leaves=8
num_cat=0
split_feature=34 95 2 35 126 102 38
split_gain=23.2985 9.91349 9.33569 7.28714 6.98761 5.75505 5.20413
threshold=2.6650000000000005 1.5000000000000007 -288.57641642458196 5.035000000000001 2.9500000000000006 1.1815000000000002 0.13844125736711846
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=0.017877177994114462 0.0027640486098279965 -0.0045236731578452366 -0.00037656766896407041 -0.008225044149197969 -0.006384670013724887 -0.00097782154404631085 0.012987370415101389
leaf_weight=12.414652079343794 815.27752654254436 468.4136159569025 2045.8238847218454 5.4623490869998923 38.235202699899673 361.33962786197662 44.969835162162781
leaf_count=35 2258 2026 6963 22 109 1744 173
internal_value=-0.000125806 -0.00104762 -0.000264144 0.00281398 0.00234861 -0.00298529 0.0105951
internal_weight=3791.94 2887.99 2058.24 903.945 853.513 829.753 50.4322
internal_count=13330 10768 6998 2562 2367 3770 195
is_linear=0
shrinkage=0.0209926


Tree=393
num_leaves=7
num_cat=0
split_feature=85 34 95 91 23 51
split_gain=21.2403 18.9837 13.8212 7.23577 1.1429 0.0262763
threshold=-0.61504643962848293 3.7650000000000001 -3.75 -0.10124999999999994 3.8452380952380958 1.3250000000000004
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.018388056555973035 -0.0018295049519446347 0.0032022941272629567 0.0012843151056056792 -0.0073363846172553975 -0.0050879927346639082 -0.011187935143473058
leaf_weight=26.264387920498852 770.16829605400562 33.394275538623333 3387.2320877984166 182.16240280866623 4.865072861313819 3.9774618297815314
leaf_count=110 2357 152 9814 860 20 17
internal_value=0.000258718 0.000390352 0.000706323 -0.00568155 -0.0160015 -0.0175992
internal_weight=4408.06 4372.96 4157.4 215.557 35.1069 30.2418
internal_count=13330 13183 12171 1012 147 127
is_linear=0
shrinkage=0.0209926


Tree=394
num_leaves=8
num_cat=0
split_feature=85 38 135 49 54 132 26
split_gain=8.11623 7.44366 8.82922 7.01371 8.18295 7.16258 6.20665
threshold=-0.084728682170542594 0.3102068692587498 -0.42699999999999994 1.905 1.4550000000000003 0.15500000000000003 0.33200000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.022702491052714685 0.015908155303457315 0.024392003811611149 0.0048757383386470532 -0.00021287796740194126 0.0084795977119991282 -0.0025343327510122852 0.00066946918112450798
leaf_weight=5.7178628146648398 9.3236347734928113 11.63407228887081 97.234825640916824 2148.0996099933982 48.808084636926651 792.30943666398525 494.8755421936512
leaf_count=18 43 39 314 7647 211 3411 1647
internal_value=-0.000182976 0.00202363 0.00700522 -0.000633069 -1.75838e-05 -0.00231387 0.000930684
internal_weight=3608 609.462 108.869 2998.54 2196.91 801.633 500.593
internal_count=13330 2018 353 11312 7858 3454 1665
is_linear=0
shrinkage=0.0209926


Tree=395
num_leaves=8
num_cat=0
split_feature=40 2 9 35 109 38 27
split_gain=19.6679 15.7114 9.72467 6.56846 5.45159 4.84945 3.18524
threshold=3.6050000000000004 -288.57641642458196 2.8166666666666669 5.035000000000001 4.5000000000000009 0.13844125736711846 0.56118055555555568
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.021878530826086765 0.0033249287765424198 -0.0011258874344923259 0.0047703999227217079 -0.0071519734383035903 -0.006413169340114877 0.014598311853507339 0.0028191242959573178
leaf_weight=15.971372678875925 507.02878034114838 3066.0519335046411 128.16629105806351 4.8850459158420554 26.349682092666626 34.444156184792519 5.8983863890171042
leaf_count=47 1412 11223 398 20 74 139 17
internal_value=-0.000125498 -0.000764975 -0.000887806 0.00345719 0.00283489 0.0117752 0.0169567
internal_weight=3788.8 3216.09 3194.22 572.708 533.378 39.3292 21.8698
internal_count=13330 11685 11621 1645 1486 159 64
is_linear=0
shrinkage=0.0209926


Tree=396
num_leaves=7
num_cat=0
split_feature=85 40 85 101 23 51
split_gain=20.8022 18.3746 13.9989 6.38901 1.13792 0.0265253
threshold=-0.61504643962848293 3.9050000000000007 -0.04931995540691194 1.1000000000000003 3.8452380952380958 1.3250000000000004
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.01831226332664888 -0.0019944926026924802 -0.011031397968651211 0.0012799145554478577 -0.0031780889488432374 -0.005009879988791259 -0.011097379083137942
leaf_weight=25.990673333406452 691.01572997868061 60.075156398117542 3415.6527818664908 204.27687858045101 4.8473812043666831 3.9484483003616324
leaf_count=110 2040 275 9959 909 20 17
internal_value=0.000251682 0.000381434 0.000727777 -0.00498087 -0.0159145 -0.0175204
internal_weight=4405.81 4371.02 4106.67 264.352 34.7865 29.9391
internal_count=13330 13183 11999 1184 147 127
is_linear=0
shrinkage=0.0209926


Tree=397
num_leaves=8
num_cat=0
split_feature=85 38 135 23 117 30 86
split_gain=7.84262 7.20647 8.46328 6.06837 5.89408 6.4503 5.04678
threshold=-0.084728682170542594 0.3102068692587498 -0.42699999999999994 2.9285714285714293 1.0000000180025095e-35 0.10241841491841487 3.9800000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0020488078237852069 0.0070252847665886161 0.023825502234443824 0.004795151499218081 -0.0038121843081173139 -0.00096397579668824407 0.00042280942250901894 -0.014836157234115395
leaf_weight=404.72723786532879 78.022427380084991 11.743214458227156 97.407656885683537 95.99965538084507 2497.6351960189641 409.40133771300316 11.662676244974135
leaf_count=1338 279 39 314 327 9509 1461 63
internal_value=-0.000176068 0.00199203 0.00688637 0.000915589 -0.000618903 0.00148948 -0.00103036
internal_weight=3606.6 609.878 109.151 500.727 2996.72 487.424 2509.3
internal_count=13330 2018 353 1665 11312 1740 9572
is_linear=0
shrinkage=0.0209926


Tree=398
num_leaves=8
num_cat=0
split_feature=39 143 146 105 26 56 56
split_gain=16.0703 13.1549 8.64641 6.42162 6.26808 5.94654 2.29752
threshold=0.41473994351961047 2.5450000000000004 0.0091500000000000019 0.41450000000000004 0.60183333333333344 2.4450000000000007 1.5150000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 -2 -3
right_child=2 6 3 -5 -6 -7 -8
leaf_value=-0.00074416406357433109 0.0033919693229319051 0.028458962235313034 -0.020553830159594246 -0.0015604869395074729 -0.0053155761051762425 -0.0031856070767789023 0.0099012732231404822
leaf_weight=2774.7630866281688 754.29273813962936 6.925809830427168 11.365645453333853 27.420747131109238 139.27789314463735 65.111569553613663 6.9792542606592178
leaf_count=10217 2118 22 32 80 655 183 23
internal_value=-0.000123893 -0.000865534 0.00240084 -0.00724939 -0.000964297 0.00286347 0.0194882
internal_weight=3786.14 2927.95 858.191 38.7864 2914.04 819.404 13.9051
internal_count=13330 10917 2413 112 10872 2301 45
is_linear=0
shrinkage=0.0209926


Tree=399
num_leaves=7
num_cat=0
split_feature=85 40 85 99 25 0
split_gain=20.3732 17.7315 13.4809 6.94732 0.681794 0.107116
threshold=-0.61504643962848293 3.9050000000000007 -0.04931995540691194 0.56385869565217395 0.91666666666666685 1425.4831076699209
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0098584917237206603 -0.001960012552187123 -0.010572531070598466 0.0012537990223727934 -0.0028112571598159523 -0.0082446296948634496 -0.018306833805152609
leaf_weight=3.4019819945096996 690.72016306221485 70.462887138128281 3415.4036753475666 192.79662770032883 6.5842147320508948 24.482564240694046
leaf_count=16 2040 333 9959 851 28 103
internal_value=0.000244499 0.000372386 0.000712017 -0.00490676 -0.0158283 -0.0174475
internal_weight=4403.85 4369.38 4106.12 263.26 34.4688 27.8845
internal_count=13330 13183 11999 1184 147 119
is_linear=0
shrinkage=0.0209926


Tree=400
num_leaves=8
num_cat=0
split_feature=130 148 25 21 26 40 5
split_gain=6.72043 5.4616 5.45389 5.39566 4.96296 4.03873 1.47549
threshold=2.7070000000000003 0.12450088674293676 0.41428571428571431 0.81666666666666676 0.3886607142857143 3.2650000000000001 1514.5580245331996
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 -3 -4 -1
right_child=2 4 5 -5 -6 -7 -8
leaf_value=-0.015442390945829089 0.012555589832626706 0.0044539009311028209 -0.0041901120533828053 -0.010011796707902207 -3.6817277686747264e-05 -0.015933325047920995 -0.0015554714972331027
leaf_weight=12.620657965540888 15.703015349805357 112.1087876111269 161.21712081879377 6.4224966093897811 3277.1214624084532 14.454035393893717 5.7059899121522895
leaf_count=61 65 385 713 30 11981 67 28
internal_value=-0.000169859 4.71181e-05 -0.00393201 0.00578878 0.000110316 -0.00518354 -0.0113795
internal_weight=3605.35 3407.56 197.797 22.1255 3389.23 175.671 18.3266
internal_count=13330 12455 875 95 12366 780 89
is_linear=0
shrinkage=0.0209926


Tree=401
num_leaves=8
num_cat=0
split_feature=34 85 90 35 126 133 143
split_gain=20.9266 7.97146 9.48376 6.84818 6.80436 3.4603 2.76558
threshold=2.6650000000000005 0.26550368550368558 0.40833333333333338 5.035000000000001 2.9500000000000006 0.35400000000000004 0.78800000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=-0.00089212545941182273 0.0026301780654342985 0.013472075757824975 0.017400403449022751 0.0030351733952363557 -0.0064051321822751047 -0.0085046739975253964 0.013917651309198633
leaf_weight=2790.2086075618863 814.50568789243698 3.1306692995131007 12.522909097373484 16.896604359149933 38.180358380079269 75.987528741359711 32.509903013706207
leaf_count=10322 2258 16 51 65 109 379 130
internal_value=-0.000121448 -0.000996098 -0.000808687 0.00266743 0.00222 -0.00757465 0.0102927
internal_weight=3783.94 2881.85 2802.73 902.093 852.686 79.1182 49.4065
internal_count=13330 10768 10373 2562 2367 395 195
is_linear=0
shrinkage=0.0209926


Tree=402
num_leaves=8
num_cat=0
split_feature=40 36 26 44 40 8 48
split_gain=17.309 10.5365 8.98261 8.4276 7.681 5.12523 2.36358
threshold=2.9750000000000005 14.175000000000002 0.55845238095238103 7.8450000000000006 4.6550000000000011 1.4476190476190478 3.4350000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=0.00033594468485697269 -0.0028061257962284283 0.014132741957772069 0.0032768945778153952 -0.0014435040584522725 -0.0098476260854358112 0.0039636536686784981 0
leaf_weight=2853.3633143678308 539.61477975547314 32.358333669602871 546.38387893885374 228.22091347724199 79.095334075391293 116.50023131072521 6.3033875897526732
leaf_count=8139 1755 156 1616 807 432 393 32
internal_value=0.000237637 0.000935433 0.00081 -0.00224778 -0.00371403 0.000370005 0.0118418
internal_weight=4401.84 3438.41 3399.75 963.431 618.71 344.721 38.6617
internal_count=13330 9943 9755 3387 2187 1200 188
is_linear=0
shrinkage=0.0209926


Tree=403
num_leaves=8
num_cat=0
split_feature=130 114 55 148 53 31 3
split_gain=6.55341 7.97058 5.91378 5.35082 4.88455 3.98777 1.77269
threshold=2.7070000000000003 0.63350000000000006 1.4450000000000001 0.12450088674293676 2.7450000000000006 0.18315234920976239 1530.3731676235686
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -3 -1
right_child=1 5 -4 4 -6 -7 -8
leaf_value=-0.017040383156303341 -0.00073804161112908629 -0.0081807548553690206 0.027621770481241963 -0.00030230812272860022 0.0016387024197085246 -0.0019293647171508524 -0.0029071362005025358
leaf_weight=10.46760753542185 6.5340844914317113 89.905657209455967 5.8691295981407166 2661.6600197479129 727.05046883225441 94.983685374259949 7.727236181497573
leaf_count=51 29 396 24 10039 2327 426 38
internal_value=-0.000163659 -0.00388378 0.0122963 5.03686e-05 0.000112727 -0.00499507 -0.0113008
internal_weight=3604.2 197.293 12.4032 3406.91 3388.71 184.889 18.1948
internal_count=13330 875 53 12455 12366 822 89
is_linear=0
shrinkage=0.0209926


Tree=404
num_leaves=8
num_cat=0
split_feature=34 2 35 126 35 38 134
split_gain=20.1373 8.91578 6.68919 6.63128 6.38575 5.0868 3.28188
threshold=2.6650000000000005 -288.57641642458196 5.035000000000001 2.9500000000000006 5.955000000000001 0.13844125736711846 -0.1055
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 -3 -4 -1
right_child=2 4 5 -5 -6 -7 -8
leaf_value=0.0047164431505192636 0.0025815252227214002 -0.0009384019298730264 -0.0084733477988021 -0.0063367411939237043 -0.0091857698357369552 0.012612934561759673 0.025940435058801854
leaf_weight=7.1078431904315948 814.33396585285664 2823.6436925008893 5.4210815727710715 38.191536366939545 42.14142195507884 43.608263596892357 7.0470167100429517
leaf_count=20 2258 10336 22 109 392 173 20
internal_value=-0.000119371 -0.000977697 0.00261718 0.0021764 -0.00106135 0.010184 0.0156206
internal_weight=3781.49 2879.94 901.555 852.526 2865.79 49.0293 14.1549
internal_count=13330 10768 2562 2367 10728 195 40
is_linear=0
shrinkage=0.0209926


Tree=405
num_leaves=8
num_cat=0
split_feature=85 95 85 144 122 85 85
split_gain=19.2231 18.8073 14.5007 7.02256 5.41723 6.11732 3.14352
threshold=0.26550368550368558 9.75 -0.65214285714285702 0.012150000000000003 1.0645000000000002 0.91500000000000015 0.29980676328502426
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.015956854327256662 0.00064987476216271396 0.0052446944838871971 -0.00078436190685036587 -0.0073462145635629075 0.0033823784161312168 0.018409087740073941 0.019333762876015789
leaf_weight=27.994993485510349 5.4819093048572567 297.19634112715721 3916.8819813355803 20.58882500231266 97.582434892654419 13.894078388810156 22.272838294506073
leaf_count=126 17 917 11773 67 314 58 70
internal_value=-0.000244702 -0.000496472 -0.000893246 0.00441391 0.00742907 0.00529814 0.0158157
internal_weight=4401.89 4262.66 3944.88 317.785 139.231 111.477 27.7547
internal_count=13342 12883 11899 984 459 372 87
is_linear=0
shrinkage=0.0209926


Tree=406
num_leaves=8
num_cat=0
split_feature=26 26 1 37 133 9 134
split_gain=7.16741 8.80449 8.22778 7.06669 7.28572 6.30919 5.36039
threshold=0.46894444444444444 0.46050000000000008 1562.3177577872536 0.36025535707719164 2.2930000000000006 0.17142857142857143 -0.48049999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.0055756416265036746 -0.0013246836061341783 0.0035049398965546338 0.015523639282943863 0.011340483228799464 -0.0076460905707093543 0.00018200254585511204 0.00018541247969343491
leaf_weight=92.298978358507156 888.65201405435801 97.947552137076855 34.552557863295078 22.657310828566551 88.885688491165638 1680.3731224238873 701.91937328130007
leaf_count=324 3378 335 125 82 417 6240 2441
internal_value=6.78514e-05 0.00166048 0.00667518 -0.000480963 -0.00190437 0.000333263 0.000817849
internal_weight=3607.29 926.718 132.5 2680.57 977.538 1703.03 794.218
internal_count=13342 3225 460 10117 3795 6322 2765
is_linear=0
shrinkage=0.0209926


Tree=407
num_leaves=8
num_cat=0
split_feature=34 85 95 109 30 56 27
split_gain=17.5348 10.0762 8.95939 7.85925 6.54233 5.40566 5.2479
threshold=3.1150000000000007 0.27459459459459462 9.75 3.5000000000000004 0.12539308176100628 2.1350000000000002 0.63854166666666679
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=9.3690404162716904e-05 0.0077844086224242142 -0.0093316250399545931 -0.0047555962304878371 -0.00091702556456868404 0.0027247447593185376 0.0067331180144876339 -0.019601970508627421
leaf_weight=2948.8447273522615 177.60909461975098 77.198540098965168 177.95610043406487 58.20410381257534 320.77346783876419 10.13014370203018 7.5834586918354026
leaf_count=10305 510 390 978 167 932 37 23
internal_value=0.000219044 -0.000378768 -0.000180769 0.0036333 0.00453745 -0.00741337 -0.00314354
internal_weight=3778.3 3214.13 3126.8 564.17 498.383 87.3287 65.7876
internal_count=13342 11710 11283 1632 1442 427 190
is_linear=0
shrinkage=0.0209926


Tree=408
num_leaves=7
num_cat=0
split_feature=85 95 85 144 85 122
split_gain=18.5126 18.0934 14.2547 6.83699 5.32162 6.12738
threshold=0.26550368550368558 9.75 -0.65214285714285702 0.012150000000000003 0.91500000000000015 1.0645000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2
right_child=4 3 -4 -5 -6 -7
leaf_value=-0.015885060479912016 0.015162516841862313 0.005154938231491722 -0.00076865029965466876 -0.0072594803561413963 0.018474473339578332 0.0032937687020487922
leaf_weight=27.722609750926495 24.467868313193321 296.67517690360546 3915.9476772397757 20.620785385370255 16.890824891626835 97.40336149930954
leaf_count=126 75 917 11773 67 70 314
internal_value=-0.000240309 -0.000487097 -0.000876125 0.00433307 0.00730335 0.00571586
internal_weight=4399.73 4260.97 3943.67 317.296 138.762 121.871
internal_count=13342 12883 11899 984 459 389
is_linear=0
shrinkage=0.0209926


Tree=409
num_leaves=8
num_cat=0
split_feature=148 56 14 127 29 42 5
split_gain=7.12528 6.9716 9.54572 6.84797 6.76867 6.63238 6.59016
threshold=0.28102765672619562 3.2550000000000003 0.63333333333333341 1.6835000000000002 3.9500000000000006 7.2150000000000007 1490.1750805357758
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.00020415336388422762 -0.0014192875806233005 0.032633578253537222 0.0014476547815280845 0.021851866408418266 0.0040773051351437771 -0.0062244232491202702 0.00517267002734408
leaf_weight=3048.8296022936702 183.88916812092066 6.656638607382777 13.358174264430998 14.018687412142752 210.97547209262848 82.936168104410172 46.144082471728325
leaf_count=11223 606 30 61 46 693 520 163
internal_value=6.84629e-05 -0.000284699 0.0120585 0.00252517 0.00150543 -0.00036511 0.00913859
internal_weight=3606.81 3151.78 20.0148 455.027 394.865 3131.77 60.1628
internal_count=13342 11834 91 1508 1299 11743 209
is_linear=0
shrinkage=0.0209926


Tree=410
num_leaves=8
num_cat=0
split_feature=40 2 26 42 31 100 30
split_gain=13.489 12.34 8.33844 8.22573 5.75692 5.28081 4.41267
threshold=3.6850000000000005 -264.40330739040786 0.47267857142857145 6.3650000000000011 0.14884825039563918 2.2900000000000005 0.12917130144605118
decision_type=2 2 2 2 2 2 2
left_child=1 4 6 -3 -1 -4 -2
right_child=2 3 5 -5 -6 -7 -8
leaf_value=0.029471735334277466 0.0036799854360662441 -0.00023580421463601149 0.0062235578932392831 -0.0063083553509228939 0.0075931779995268055 -0.0078040193429115895 -0.0023219949923565181
leaf_weight=6.6849644482135764 94.50332099199295 3117.8162181079388 286.74810573458672 101.62124855443835 31.960591986775398 12.037241086363791 125.54094272851944
leaf_count=20 267 10859 840 869 93 35 359
internal_value=0.000213291 -0.000285989 0.00335783 -0.000428969 0.0115015 0.00564243 0.000233977
internal_weight=3776.91 3258.08 518.83 3219.44 38.6456 298.785 220.044
internal_count=13342 11841 1501 11728 113 875 626
is_linear=0
shrinkage=0.0209926


Tree=411
num_leaves=7
num_cat=0
split_feature=85 95 85 144 85 95
split_gain=18.022 17.5216 14.0086 6.66425 5.27172 5.59743
threshold=0.26550368550368558 9.75 -0.65214285714285702 0.012150000000000003 0.91500000000000015 -9.7499999999999964
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2
right_child=4 3 -4 -5 -6 -7
leaf_value=-0.015815725121215291 -0.012348444279815764 0.0050805353444986672 -0.00075675526835226122 -0.0071695349652633328 0.018396316131380444 0.0067789307891553156
leaf_weight=27.450579948723316 6.9966384619474402 296.15316958725452 3914.6406568363309 20.6435876339674 16.719419203698635 114.7169012799859
leaf_count=126 21 917 11773 67 70 368
internal_value=-0.000236764 -0.000480112 -0.00086283 0.00426719 0.00721531 0.00564013
internal_weight=4397.32 4258.89 3942.09 316.797 138.433 121.714
internal_count=13342 12883 11899 984 459 389
is_linear=0
shrinkage=0.0209926


Tree=412
num_leaves=8
num_cat=0
split_feature=42 142 133 42 142 56 118
split_gain=6.35935 7.08619 14.5873 7.06985 7.42903 5.41638 3.83467
threshold=7.2150000000000007 1.3845000000000003 1.7890000000000004 2.4450000000000007 0.58450000000000013 1.5750000000000004 0.90000000000000013
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00014592609156546324 0.0064884903687633111 0.047450710744631662 -0.014345704251694744 6.9845881269671041e-05 0.0025742928618815368 -0.003059557555471791 -0.008610880023912585
leaf_weight=490.08011943846941 7.8506224229931822 3.234032839536666 3.3443638607859612 1861.5034909397364 727.63545142859221 437.08901336789131 75.573906764388084
leaf_count=1892 41 22 24 6537 2572 1783 471
internal_value=6.87192e-05 -0.00543936 0.0153077 0.000211063 0.000775526 -0.00136006 -0.00713266
internal_weight=3606.31 90.0029 6.5784 3516.31 2589.14 927.169 83.4245
internal_count=13342 558 46 12784 9109 3675 512
is_linear=0
shrinkage=0.0209926


Tree=413
num_leaves=8
num_cat=0
split_feature=34 2 131 145 109 104 27
split_gain=16.6106 10.3744 8.65141 7.76553 7.6448 5.41856 5.08374
threshold=3.1150000000000007 -254.10858997503826 1.9500000000000002 0.52015000000000011 3.5000000000000004 0.6625000000000002 0.63854166666666679
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0042819888657452936 0.0054795983274691278 -0.0014039583561664879 0.027400229473810718 0.0006922792290479442 -0.00095198283098613297 -8.4286860995038014e-05 -0.019321348217595315
leaf_weight=27.147484257817268 404.38135987520218 1813.4254093877971 10.027893543243406 1361.6491373926401 58.171991959214211 93.237392127513885 7.6073551923036566
leaf_count=76 1176 6884 28 4722 167 266 23
internal_value=0.000208845 -0.000372941 0.0106466 -0.000503469 0.00353442 0.0044275 -0.00314906
internal_weight=3775.65 3212.25 37.1754 3175.07 563.398 497.619 65.7793
internal_count=13342 11710 104 11606 1632 1442 190
is_linear=0
shrinkage=0.0209926


Tree=414
num_leaves=7
num_cat=0
split_feature=85 85 42 85 125 111
split_gain=17.5643 15.2237 15.124 5.2169 5.05318 1.06912
threshold=0.26550368550368558 -0.65214285714285702 7.2150000000000007 0.91500000000000015 1.1000000000000003 8.9500000000000011
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.017745132929826948 4.9843046075863032e-05 -0.0005871839350900152 0.0068032141720869386 0.018317596059499414 0.008955329602457221 -0.0062525606135437053
leaf_weight=23.279260769486431 46.692875161767006 4102.3401280492544 125.70257930457592 16.557388864457607 74.805404789745808 5.8732465505599967
leaf_count=106 145 12228 523 70 244 26
internal_value=-0.000231699 -0.000471729 -0.000366332 0.00713543 0.00557221 -0.0155937
internal_weight=4395.25 4257.2 4228.04 138.056 121.498 29.1525
internal_count=13342 12883 12751 459 389 132
is_linear=0
shrinkage=0.0209926


Tree=415
num_leaves=7
num_cat=0
split_feature=56 14 51 127 138 142
split_gain=6.33699 8.99387 7.37845 12.0845 5.83326 5.28434
threshold=3.2550000000000003 0.63333333333333341 1.1650000000000003 1.6460000000000001 5.5000000000000009 -0.14049999999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -3
right_child=1 5 3 -5 -6 -7
leaf_value=0.00042502510600465258 0.031503962668478977 -0.010476967746667698 1.7956912039805395e-05 0.0040390059808848699 -0.0023162927795152776 0.015898006617513342
leaf_weight=579.31612075120211 6.7967911958694485 7.151515558362008 1774.733704842627 405.1088288128376 826.39558053761721 6.2160698771476719
leaf_count=2351 30 33 6011 1392 3497 28
internal_value=6.87072e-05 0.0118041 1.37653e-06 0.000767434 -0.00118315 0.00143009
internal_weight=3605.72 20.1644 3585.55 2179.84 1405.71 13.3676
internal_count=13342 91 13251 7403 5848 61
is_linear=0
shrinkage=0.0209926


Tree=416
num_leaves=8
num_cat=0
split_feature=34 2 85 131 104 27 104
split_gain=15.996 10.0585 9.05472 8.35292 5.46958 7.38871 7.20355
threshold=3.1150000000000007 -254.10858997503826 0.54060606060606065 1.9500000000000002 0.6625000000000002 0.63211111111111118 1.1295000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.004210538218543297 0.0051729783952758589 -0.00039990508309410851 -0.013715072179866452 0.026894811735437184 -0.003034941442662053 -0.0065561128101907307 0.010861349436520999
leaf_weight=27.169241592288017 423.56584480404854 3151.3539127185941 22.695849072188139 10.069991737604139 94.782784044742584 24.717285186052322 19.844688385725021
leaf_count=76 1231 11464 142 28 272 74 55
internal_value=0.000202919 -0.000367924 -0.00049662 0.010473 0.00346795 0.0045156 -0.000587467
internal_weight=3774.2 3211.29 3174.05 37.2392 562.911 448.283 114.627
internal_count=13342 11710 11606 104 1632 1305 327
is_linear=0
shrinkage=0.0209926


Tree=417
num_leaves=8
num_cat=0
split_feature=85 95 85 122 85 77 85
split_gain=17.0093 16.915 13.5297 5.20311 5.82816 4.65303 3.08591
threshold=0.26550368550368558 9.75 -0.65214285714285702 1.0645000000000002 0.91500000000000015 0.79285714285714304 0.29980676328502426
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=-0.015679221783717782 0.0003002449669369215 -0.00050430422128538142 -0.00073609092606700185 0.003088920356705974 0.018061970586912144 0.0055660013036777437 0.018834308340081807
leaf_weight=26.92156370729208 5.4769910871982601 70.090402111411095 3912.3610987588763 96.910307720303535 13.262250199913977 246.12825407087803 21.928670234978199
leaf_count=126 17 221 11773 314 58 763 70
internal_value=-0.000227511 -0.000463433 -0.000839428 0.00703518 0.00493472 0.00420539 0.0153047
internal_weight=4393.08 4255.5 3939.28 137.578 110.173 316.219 27.4057
internal_count=13342 12883 11899 459 372 984 87
is_linear=0
shrinkage=0.0209926


Tree=418
num_leaves=8
num_cat=0
split_feature=26 26 1 85 78 37 127
split_gain=6.90383 8.51541 8.00755 7.02019 8.85713 7.32913 5.71598
threshold=0.46894444444444444 0.46050000000000008 1562.3177577872536 -0.16426313105558385 0.44761904761904764 0.36025535707719164 1.4365000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.00056220416772773617 0.014976992402297072 0.0034252723504445107 0.015255083926786314 -0.0024160311170817825 0.0014544418814421548 1.3533641053797914e-05 0.0031158254026331005
leaf_weight=498.58124090731144 23.16309842467308 98.148300386965275 34.748013772070408 856.75200758874416 294.40396046638489 1503.6113894879818 295.75693216174841
leaf_count=1735 73 335 125 3405 957 5682 1030
internal_value=6.86095e-05 0.00163095 0.00655435 -0.000470566 0.00245582 -0.000866312 0.000801224
internal_weight=3605.16 927.234 132.896 2677.93 317.567 2360.36 794.338
internal_count=13342 3225 460 10117 1030 9087 2765
is_linear=0
shrinkage=0.0209926


Tree=419
num_leaves=8
num_cat=0
split_feature=34 29 2 29 30 100 126
split_gain=15.5149 10.3534 8.61961 7.68905 5.45702 5.39205 5.0979
threshold=3.1150000000000007 6.6833333333333345 -264.40330739040786 5.6833333333333345 0.10150588768115941 2.5500000000000003 3.0500000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=0.011630856035101755 0.0052572045854072215 0.0050201495732192887 -0.00065113770284142502 0.0087661442724470649 -0.0022874340600328377 -0.012199236640846448 0.020995795135279667
leaf_weight=25.351634815335274 402.11148923635483 64.796153753995895 3109.7440504617989 23.146785870194435 129.46223998069763 7.7916096001863471 10.553763061761854
leaf_count=71 1159 213 11392 69 382 22 34
internal_value=0.000198079 -0.000364061 -0.000550296 0.0034149 -0.000579573 0.00491372 0.00732119
internal_weight=3772.96 3210.45 3135.1 562.512 152.609 409.903 75.3499
internal_count=13342 11710 11463 1632 451 1181 247
is_linear=0
shrinkage=0.0209926


Tree=420
num_leaves=7
num_cat=0
split_feature=85 95 85 55 85 95
split_gain=25.6868 15.4424 13.9158 10.5898 7.8114 5.9059
threshold=0.053665973665973608 4.3499999999999988 -0.29715517241379302 1.0950000000000004 0.77047619047619054 -11.249999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2
right_child=4 3 -4 -5 -6 -7
leaf_value=-0.0086404869227597204 -0.0051327622804468783 0.0085857883554330151 -0.00089701458710696712 0.0011655588533581499 0.018240243216565352 0.0045520313081490104
leaf_weight=106.36353521049023 28.962231874465942 94.806282222270966 2794.49758156389 830.62443032860756 17.778618656098843 488.17182040214539
leaf_count=391 95 268 8482 2451 76 1462
internal_value=0.000172933 -0.000428307 -0.00118259 0.00193089 0.00448261 0.00400039
internal_weight=4361.2 3826.29 2900.86 925.431 534.913 517.134
internal_count=13225 11592 8873 2719 1633 1557
is_linear=0
shrinkage=0.0209926


Tree=421
num_leaves=8
num_cat=0
split_feature=79 142 136 99 133 138 127
split_gain=7.09903 5.5032 7.02964 4.93112 7.47759 5.96986 3.90461
threshold=2.4204709237934856 0.94050000000000011 10.15 0.62202380952380965 1.1835000000000002 9.5000000000000018 1.4365000000000003
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.00081590038368805349 -0.0013460333466239218 -3.8076794613492497e-05 0.0048773809299456272 -0.00040618659147714765 0.015316176708629618 0.0089721800436091837 0.00024483026217388202
leaf_weight=30.743319466710091 1570.6022544726729 380.32429115474224 191.97746626287699 136.33612313121557 33.607100702822208 38.029407933354378 1191.1699987240136
leaf_count=106 5677 1459 718 458 119 121 4567
internal_value=-1.69609e-05 -0.000268681 0.00160245 0.00347872 0.00846297 0.00161184 -0.000658153
internal_weight=3572.79 3334.07 572.302 238.716 64.3504 174.366 2761.77
internal_count=13225 12421 2177 804 225 579 10244
is_linear=0
shrinkage=0.0209926


Tree=422
num_leaves=8
num_cat=0
split_feature=36 34 2 126 142 108 80
split_gain=8.64194 6.77724 6.24364 4.28418 4.24067 5.50668 5.35093
threshold=6.0650000000000004 4.285000000000001 -288.57641642458196 2.1835000000000004 -0.14049999999999999 5.5000000000000009 0.082854864177878171
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.0093494322662565476 -0.0039111980145667422 0.0060038630733138601 -0.00029324527587509499 6.3830396205002296e-05 -0.008603724850387592 0.016966835967935429 0.010763409013050368
leaf_weight=29.837266236543655 48.985382590442896 131.38850599527359 3311.9020988643169 93.045660629868507 96.33927559107542 3.7396950647234908 14.058797236531971
leaf_count=82 385 407 11156 308 748 32 107
internal_value=-0.000184704 3.00938e-05 -0.000205719 0.00356255 -0.00490989 -0.00760045 -0.00056295
internal_weight=3729.3 3566.17 3341.74 224.434 163.123 100.079 63.0442
internal_count=13225 11953 11238 715 1272 780 492
is_linear=0
shrinkage=0.0209926


Tree=423
num_leaves=7
num_cat=0
split_feature=143 97 93 96 134 22
split_gain=9.50589 9.60898 9.09383 7.98025 5.75097 5.42151
threshold=1.393 3.5000000000000004 11.400000000000002 2.5000000000000004 -0.84699999999999986 0.22500000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=0.00013787735369790404 0.01487150892548425 -0.0041247778606810425 0.0027942162276478467 -0.0001328146891847449 -0.0075241091158993892 -0.0016779829279509725
leaf_weight=1267.4019505679607 7.361447572708129 259.94416006654501 1035.0793995112181 1480.7068227678537 110.47283602505922 198.41700883209705
leaf_count=3799 23 885 3053 4447 373 645
internal_value=0.000168344 0.00044355 0.00133411 -0.00073171 -0.00333492 -0.00378429
internal_weight=4359.38 4043.13 2302.48 1740.65 316.251 308.89
internal_count=13225 12184 6852 5332 1041 1018
is_linear=0
shrinkage=0.0209926


Tree=424
num_leaves=7
num_cat=0
split_feature=79 120 123 99 27 106
split_gain=6.89283 6.86689 6.43133 8.8965 5.6591 3.47586
threshold=2.4204709237934856 0.21100000000000005 1.2970000000000004 0.6043478260869567 0.39612500000000006 0.40950000000000003
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -4
right_child=1 4 5 -5 -6 -7
leaf_value=0.012735311276715098 0.020944867232829952 -0.0049116758208516678 0.0048246227897958127 0.002400975689741602 -0.00014255424795867982 -0.0078376635206428326
leaf_weight=49.905794858932495 6.7083153799176207 113.66115742921829 13.513931453227995 145.53671365976334 3212.775426119566 30.070128187537193
leaf_count=174 25 427 46 483 11969 101
internal_value=-1.44674e-05 -0.000262742 0.00342764 0.00506428 -0.000306948 -0.00380184
internal_weight=3572.17 3333.14 239.027 195.443 3326.44 43.5841
internal_count=13225 12421 804 657 12396 147
is_linear=0
shrinkage=0.0209926


Tree=425
num_leaves=7
num_cat=0
split_feature=95 95 36 122 142 49
split_gain=10.9204 8.57752 8.28053 5.76798 2.87104 3.15233
threshold=-17.249999999999993 3.1500000000000012 4.6650000000000009 1.8375000000000001 1.2405000000000002 2.4550000000000005
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1
right_child=1 3 -4 -5 -6 -7
leaf_value=0.02027971521692698 0.00047544354909422471 -0.0013138031713608549 -0.0039482859195942421 -0.0058315314083535333 0.00053277114031129614 0.0052514544274489807
leaf_weight=16.898023322224621 2812.8557875975966 510.68906642124057 199.60979986563325 166.7061120159924 9.4700605124235135 11.263718664646147
leaf_count=53 8776 2260 1171 905 28 32
internal_value=-0.000181735 -0.000297746 0.000180735 -0.00243267 0.0110663 0.0144387
internal_weight=3727.49 3689.86 3012.47 677.395 37.6318 28.1617
internal_count=13225 13112 9947 3165 113 85
is_linear=0
shrinkage=0.0209926


Tree=426
num_leaves=7
num_cat=0
split_feature=85 85 95 85 95 103
split_gain=24.9579 14.5829 14.3481 7.72319 5.65904 2.64904
threshold=0.053665973665973608 -0.43190476190476185 4.3499999999999988 0.77047619047619054 -11.249999999999996 0.39350000000000007
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.017697263125898522 -0.0050174973997054494 -0.00099918462589334883 0.0020283162700658443 0.018170074915548794 0.0044764514662243059 -0.0076206910269037368
leaf_weight=18.258726045489311 28.862628750503063 2856.3434577286243 909.035031914711 17.587560646235943 487.78682360053062 39.804489053785801
leaf_count=70 95 8694 2668 76 1462 160
internal_value=0.000163406 -0.000429313 -0.000267018 0.00441434 0.00393682 -0.0108717
internal_weight=4357.68 3823.44 3765.38 534.237 516.649 58.0632
internal_count=13225 11592 11362 1633 1557 230
is_linear=0
shrinkage=0.0209926


Tree=427
num_leaves=8
num_cat=0
split_feature=79 123 45 27 27 144 26
split_gain=6.69952 6.24592 6.18226 5.41199 6.48932 5.71 3.81637
threshold=2.4204709237934856 1.2970000000000004 1.425 0.39612500000000006 0.48950000000000005 -0.0044499999999999991 0.41788888888888892
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=0.0064940553135274925 0.018529267405308192 0.013386404516851727 -0.004218823921068364 0.0012663611584545311 -0.00074837499793137816 -0.0057231249378062489 -0.0060542751590201768
leaf_weight=168.76908116787672 4.3679650053381911 4.9071344733238211 27.062506407499313 1041.066450946033 2177.2254070490599 109.6267659291625 38.603105485439301
leaf_count=574 18 16 83 3747 8245 411 131
internal_value=-1.08937e-05 0.00338018 0.0049892 -0.000255893 -9.51545e-05 -0.00475191 -0.00375187
internal_weight=3571.63 239.342 195.832 3332.29 3218.29 113.995 43.5102
internal_count=13225 804 657 12421 11992 429 147
is_linear=0
shrinkage=0.0209926


Tree=428
num_leaves=7
num_cat=0
split_feature=85 95 95 2 98 144
split_gain=12.7081 9.18371 7.5141 7.45778 4.52355 4.05063
threshold=0.072307692307692267 8.25 -17.249999999999993 -238.18518204977758 0.73798627002288331 -0.0020499999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -3 -5
right_child=3 4 -4 5 -6 -7
leaf_value=0.0109030108061737 0.013856569584043753 -0.0041574954483238604 0.00045535279059844312 -0.0089889564733325704 0.010972273785828256 -0.0032055823949496453
leaf_weight=30.692461162805557 10.240814343094824 243.14186275750399 3043.6348037049174 65.639855239540339 8.8697623610496503 323.44846747815609
leaf_count=93 31 1263 10268 265 54 1251
internal_value=-0.0001794 0.000244055 0.000561212 -0.00371867 -0.00360602 -0.00419353
internal_weight=3725.67 3326.34 3074.33 399.329 252.012 389.088
internal_count=13225 11678 10361 1547 1317 1516
is_linear=0
shrinkage=0.0209926


Tree=429
num_leaves=8
num_cat=0
split_feature=95 40 102 131 91 132 7
split_gain=13.3899 9.10627 6.07491 7.46001 5.75509 5.48815 4.64855
threshold=3.1500000000000012 1.3350000000000002 1.0325000000000002 2.4365000000000001 -0.19749999999999993 1.7320000000000002 -22.105722773762405
decision_type=2 2 2 2 2 2 2
left_child=2 6 3 -1 -4 -3 -2
right_child=1 5 4 -5 -6 -7 -8
leaf_value=0.00025679526518831335 -0.008158817738681802 0.00080817903963873935 0.0022486501544134218 -0.0057733556776130845 -0.0027488079369344955 0.0053836289422343449 0.0084611034328298008
leaf_weight=2361.7953084334731 7.6062913239002219 797.30339302122593 117.1491896957159 94.001390501856804 720.63489164412022 136.02967241406441 121.47195841372013
leaf_count=7221 21 2355 351 316 2172 405 384
internal_value=0.000159215 0.00220932 -0.000500636 2.40306e-05 -0.0020443 0.00148015 0.0074447
internal_weight=4355.99 1062.41 3293.58 2455.8 837.784 933.333 129.078
internal_count=13225 3165 10060 7537 2523 2760 405
is_linear=0
shrinkage=0.0209926


Tree=430
num_leaves=7
num_cat=0
split_feature=79 120 142 114 117 105
split_gain=6.50446 6.61968 5.65236 4.60917 5.68515 5.29378
threshold=2.4204709237934856 0.21100000000000005 0.94050000000000011 1.7320000000000002 0.55000000000000016 0.43650000000000005
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.0031854338196055459 0.020474356664882357 -0.00068968113576698222 0.0016022000201847452 0.020857180744290868 -0.011320908157338187 0.00082556721653804501
leaf_weight=202.52061024308205 6.7717206403613082 2752.4371235780418 572.14625502750278 13.468894310295584 12.530057311058043 11.139855712652205
leaf_count=675 25 10220 2176 50 40 39
internal_value=-8.52965e-06 -0.00025017 -0.000293821 0.00333041 0.00231798 0.0119835
internal_weight=3571.01 3331.36 3324.58 239.659 215.051 24.6088
internal_count=13225 12421 12396 804 715 89
is_linear=0
shrinkage=0.0209926


Tree=431
num_leaves=7
num_cat=0
split_feature=95 95 36 122 80 28
split_gain=10.3565 7.94796 8.04729 5.64537 3.75953 3.26696
threshold=-17.249999999999993 3.1500000000000012 4.6650000000000009 1.8375000000000001 0.045785126783846462 2.4722222222222228
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.0058318403557678254 0.00046026802439694573 -0.0012425376362996034 -0.0039063979144196128 -0.0057251253413592232 -0.0025312507684457719 0.016037384861502389
leaf_weight=4.8204351067543021 2813.0735524892807 509.00102930516005 199.05573598667979 165.56652964279056 4.392538145184516 28.287336230278015
leaf_count=15 8776 2260 1171 905 13 85
internal_value=-0.000176763 -0.000289675 0.000170111 -0.00234983 0.0107963 0.0133953
internal_weight=3724.2 3686.7 3012.13 674.568 37.5003 32.6799
internal_count=13225 13112 9947 3165 113 98
is_linear=0
shrinkage=0.0209926


Tree=432
num_leaves=8
num_cat=0
split_feature=95 36 79 36 56 132 2
split_gain=12.862 9.47722 8.42403 7.72099 7.65039 5.60568 5.11959
threshold=3.1500000000000012 8.7550000000000008 2.6464528916198518 1.5250000000000001 1.1950000000000001 1.7320000000000002 -198.24771745462564
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=-0.0029555935698906181 -0.023906792151882187 -0.016593010997173439 0.0093378747699728887 -0.00019828493688382531 0.00087381594317295457 0.0054646573070266241 0.0080261234790546931
leaf_weight=538.30716183036566 2.1859206557273856 5.9139032438397399 64.83060622215271 2683.7562048360705 811.73600523173809 137.95227762311697 109.96263608336449
leaf_count=1882 6 24 273 7881 2428 415 316
internal_value=0.000154499 -0.000492192 0.00710261 -0.00066043 0.00216442 0.00154572 0.00736108
internal_weight=4354.64 3292.81 70.7445 3222.06 1061.84 949.688 112.149
internal_count=13225 10060 297 9763 3165 2843 322
is_linear=0
shrinkage=0.0209926


Tree=433
num_leaves=8
num_cat=0
split_feature=79 85 25 123 45 142 137
split_gain=6.32735 6.09609 7.04908 6.07546 5.97766 5.19099 3.06881
threshold=2.4204709237934856 -0.45393665158371038 0.41428571428571431 1.2970000000000004 1.425 0.94050000000000011 3.9500000000000006
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 -5
right_child=1 5 -4 6 -6 -7 -8
leaf_value=0.0063421093996930177 0.022629360618015133 -0.00076147433162817419 0.0031287357181455154 0.0073847386618587016 -0.0041921176970484419 0.0014568471343507582 -0.0065510445422600821
leaf_weight=169.41321032494307 9.6077744215726835 2698.6871587410569 61.767331212759018 8.3971609622240049 27.040241777896881 560.54142698645592 35.106365330517292
leaf_count=574 28 10067 185 29 83 2141 118
internal_value=-5.66774e-06 -0.000244204 0.00582068 0.00328529 0.00486783 -0.000378488 -0.00375124
internal_weight=3570.56 3330.6 71.3751 239.957 196.453 3259.23 43.5035
internal_count=13225 12421 213 804 657 12208 147
is_linear=0
shrinkage=0.0209926


Tree=434
num_leaves=7
num_cat=0
split_feature=95 123 31 36 80 28
split_gain=10.0789 7.83783 7.94608 7.29608 3.66861 3.19042
threshold=-17.249999999999993 2.1145000000000005 0.07513440860215051 1.3450000000000004 0.045785126783846462 2.4722222222222228
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.0057517085110301751 0.0049088923629163625 0.0090280057283413703 -0.00074999940766811433 0.0011105579969405413 -0.0024908702571628822 0.015848267466305115
leaf_weight=4.823091894388198 112.92206009477377 69.22257399559021 3297.7102979421616 205.29689860343933 4.3941076546907416 28.228676021099091
leaf_count=15 452 233 11776 651 13 85
internal_value=-0.000174011 -0.000285384 -0.000561239 0.00312443 0.0106588 0.0132316
internal_weight=3722.6 3685.15 3410.63 274.519 37.4459 32.6228
internal_count=13225 13112 12228 884 113 98
is_linear=0
shrinkage=0.0209926


Tree=435
num_leaves=8
num_cat=0
split_feature=85 85 36 26 14 2 123
split_gain=16.7973 13.0764 11.4409 8.17894 8.55466 6.19573 2.89354
threshold=0.046629588431590603 -0.43190476190476185 14.175000000000002 0.49950000000000006 0.45000000000000007 -238.18518204977758 1.1465000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.017053938007057342 0.010005275543476475 -0.00061650747620172473 0.011339961213169266 -0.019096055239331906 -0.0018968602305861821 0.0055718799976236383 -0.006665301814654823
leaf_weight=21.710498951375484 31.464104533195496 3722.6344522833824 35.571661978960037 4.4621257632970801 172.45196935534477 341.62211565673351 31.116045333445072
leaf_count=88 93 11196 175 17 516 1059 126
internal_value=-0.000153202 -0.000649188 -0.000502067 0.00327487 -3.69272e-05 0.00524002 -0.0110253
internal_weight=4361.03 3811.03 3758.21 550 203.916 346.084 52.8265
internal_count=13270 11585 11371 1685 609 1076 214
is_linear=0
shrinkage=0.0209926


Tree=436
num_leaves=7
num_cat=0
split_feature=94 26 86 55 26 136
split_gain=8.37698 7.4242 7.2292 6.58622 5.77387 3.94498
threshold=32.550000000000004 0.39050000000000007 3.1084018801410109 1.4950000000000003 0.39387500000000003 7.0500000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -3 -2
right_child=3 4 -4 -5 -6 -7
leaf_value=0.0036703561042309273 0.0096877736603957695 -0.014981708504980885 0.022454929118904218 0 3.4380057526704862e-05 0.038504967769534902
leaf_weight=113.11196722090244 4.2862861752510089 11.321180507540701 9.9787789881229383 7.0135885626077643 3433.7808546982706 5.4181210994720459
leaf_count=387 16 40 37 28 12742 20
internal_value=0.000236854 0.000166038 0.00523203 0.0150653 -1.35779e-05 0.0262695
internal_weight=3584.91 3568.19 123.091 16.718 3445.1 9.70441
internal_count=13270 13206 424 64 12782 36
is_linear=0
shrinkage=0.0209926


Tree=437
num_leaves=8
num_cat=0
split_feature=96 8 9 94 102 85 5
split_gain=10.718 14.6022 10.9159 7.95467 6.85003 6.77928 5.29282
threshold=2.5000000000000004 1.5523809523809526 2.6547619047619051 14.550000000000002 0.47950000000000004 0.025906432748537853 1476.6574338368143
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 6 -1 -5 -2
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.0014874913881405408 0.0057469285065474586 -0.0024227256346609281 0.0087484349216346412 0.00016406705245432845 0.0050702540897514898 -0.0039761122134999039 -0.0039911877598321844
leaf_weight=780.05117397382855 25.639252305030823 513.75485751777887 41.532541453838348 1400.3359622433782 340.6275149397552 198.81529152020812 446.77648652717471
leaf_count=2534 91 1860 132 4795 1062 737 2059
internal_value=-4.70174e-05 0.0011998 -0.00157857 -0.00105804 0.00258073 -0.000347674 -0.00345256
internal_weight=3747.53 1675.97 555.287 2071.57 1120.68 1599.15 472.416
internal_count=13270 5588 1992 7682 3596 5532 2150
is_linear=0
shrinkage=0.0209926


Tree=438
num_leaves=8
num_cat=0
split_feature=85 85 95 85 40 121 3
split_gain=16.2339 12.7926 12.3617 7.48389 7.09554 3.3931 2.25763
threshold=0.046629588431590603 -0.43190476190476185 6.7499999999999991 0.56333333333333335 2.2250000000000005 1.2360000000000002 1499.6359813875481
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.016413150189629747 0.005281606417105165 -0.00097924582476693889 0.0024961149263671941 0.004549656083149535 0.00031782596840448783 -0.0053782142900224376 0.016753600489748506
leaf_weight=26.000520162284374 234.34964350610971 3233.5391402542591 523.61974343657494 11.243708707392214 281.61719410866499 26.542225293815136 22.51822392642498
leaf_count=105 722 9795 1576 44 824 109 95
internal_value=-0.000151146 -0.000638815 -0.000493627 0.00321978 0.00258162 -0.0109298 0.0128309
internal_weight=4359.43 3809.7 3757.16 549.729 515.967 52.5427 33.7619
internal_count=13270 11585 11371 1685 1546 214 139
is_linear=0
shrinkage=0.0209926


Tree=439
num_leaves=7
num_cat=0
split_feature=97 26 86 26 37 105
split_gain=12.2162 7.1292 6.97738 5.61454 4.49118 3.32982
threshold=8.5000000000000018 0.39050000000000007 3.1084018801410109 0.39387500000000003 0.15399233259359932 1.4995000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=0.0035367662893316279 -0.0087795721031320561 -0.014875895540461913 0.021905418746661659 -1.2513510779271979e-05 0.012439445418017272 0.03333936873970287
leaf_weight=112.73621173202991 3.4644294679164878 11.239349126815794 10.084740877151487 3418.1098156049848 25.127101562917236 4.3400418013334265
leaf_count=385 20 40 37 12683 89 16
internal_value=0.000233329 0.000113982 0.00508392 -6.26207e-05 0.0129616 0.0156799
internal_weight=3585.1 3552.17 122.821 3429.35 32.9316 29.4671
internal_count=13270 13145 422 12723 125 105
is_linear=0
shrinkage=0.0209926


Tree=440
num_leaves=8
num_cat=0
split_feature=96 8 9 56 95 102 86
split_gain=10.4175 14.1843 10.5984 8.77986 7.2115 6.64905 6.07046
threshold=2.5000000000000004 1.5523809523809526 2.6547619047619051 1.885 -1.0000000180025095e-35 0.47950000000000004 2.7285012285012287
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=0.001465673814533738 -0.0001361210982442454 -0.0023902142812462241 0.0086115564468884024 0.0019965062311930824 -0.0032713613342893761 0.0049943778404321912 -0.0024232372744845145
leaf_weight=780.2989538051188 538.73158729821444 513.26258665695786 41.580354928970337 526.1974528208375 820.99834366515279 340.94715955108404 184.37649361789227
leaf_count=2534 1688 1860 132 1771 3588 1062 635
internal_value=-4.61296e-05 0.00118283 -0.00155712 -0.00104339 -0.00203268 0.00254294 0.000842964
internal_weight=3746.39 1676.09 554.843 2070.3 1359.73 1121.25 710.574
internal_count=13270 5588 1992 7682 5276 3596 2406
is_linear=0
shrinkage=0.0209926


Tree=441
num_leaves=8
num_cat=0
split_feature=85 85 36 26 14 28 123
split_gain=15.7793 12.5123 11.1569 7.88663 8.33418 6.6413 2.83133
threshold=0.046629588431590603 -0.43190476190476185 14.175000000000002 0.49950000000000006 0.45000000000000007 2.7888888888888892 1.1465000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.016854637536556524 0.0098346885653279714 -0.00059904661328978993 0.011259030719031433 -0.0019672286919802159 -0.0019128639035166164 0.0062981041491823563 -0.0065137955838073577
leaf_weight=21.376776538789272 31.465589478611946 3720.6336419805884 35.264155805110931 49.108429878950119 172.33025170862675 296.25902307033539 30.885279320180416
leaf_count=88 93 11196 175 151 516 925 126
internal_value=-0.00014894 -0.000629714 -0.000486438 0.00317627 -7.56141e-05 0.005109 -0.010835
internal_weight=4357.32 3808.16 3755.9 549.163 203.796 345.367 52.2621
internal_count=13270 11585 11371 1685 609 1076 214
is_linear=0
shrinkage=0.0209926


Tree=442
num_leaves=7
num_cat=0
split_feature=26 35 26 121 121 124
split_gain=6.69154 6.26229 5.64152 4.13354 4.63732 1.52568
threshold=0.39050000000000007 8.3900000000000023 0.39387500000000003 2.4720000000000004 2.0500000000000003 2.5500000000000003
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=0.0049209980859248144 -0.01477235602145309 -0.013917237140067647 0.0001753042783777341 -0.013258597766189095 0.025802937468270847 0.0040047506668875847
leaf_weight=113.77535808086395 11.157866984605787 17.338638838380579 3430.847822342068 5.0665960162878028 5.0270113199949256 1.9293115884065617
leaf_count=387 40 143 12645 20 18 17
internal_value=0.000230244 5.72779e-05 0.00012546 0.00502486 0.00584484 -0.0118746
internal_weight=3585.14 3461.27 3442.01 123.869 118.802 19.268
internal_count=13270 12845 12685 425 405 160
is_linear=0
shrinkage=0.0209926


Tree=443
num_leaves=8
num_cat=0
split_feature=95 28 94 118 1 7 133
split_gain=9.84342 11.9855 7.48122 6.42949 5.98117 5.82006 5.53699
threshold=-2.2499999999999982 1.6833333333333336 31.050000000000004 2.2915000000000005 1465.0714158188032 13.720335903696993 1.2930000000000004
decision_type=2 2 2 2 2 2 2
left_child=2 5 4 -3 -1 -2 -4
right_child=1 3 6 -5 -6 -7 -8
leaf_value=0.0049648591751174859 0.0057869779033224459 -0.00086476899330898717 -9.882167192229006e-05 -0.0044716316478219109 0.0011261465051906074 -0.0028911591745560674 -0.012850851194691804
leaf_weight=220.82526598870754 165.75402794778347 2032.9860838577151 36.171744644641876 245.08490192890167 975.55809782445431 42.059214219450951 26.609549269080162
leaf_count=697 534 7638 111 1128 2892 188 82
internal_value=-4.58472e-05 -0.000813054 0.001465 -0.00125491 0.00183868 0.00400761 -0.00557985
internal_weight=3745.05 2485.88 1259.16 2278.07 1196.38 207.813 62.7813
internal_count=13270 9488 3782 8766 3589 722 193
is_linear=0
shrinkage=0.0209926


Tree=444
num_leaves=8
num_cat=0
split_feature=122 99 4 96 94 94 123
split_gain=8.50834 7.5919 8.72188 7.31714 10.2751 8.61875 6.81455
threshold=1.9750000000000003 0.67424242424242431 1550.5434430480161 2.5000000000000004 7.0500000000000007 13.050000000000002 1.7735000000000001
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.00032865334422688353 0.0016618208042690347 0.0072944503645565395 -0.0012678954715143358 0.0030836308069519219 -0.0039336437285917075 -0.00038351272068463011 -0.0047899991505013341
leaf_weight=933.86377450078726 340.61475971341133 183.68944820761681 72.129274353384972 383.34227287769318 558.9437065795064 1791.7343304902315 91.424541741609573
leaf_count=2818 1073 578 222 1135 1831 5335 278
internal_value=-0.000146673 0.0019943 0.00486157 -0.000549486 -0.00168165 0.00022535 0.000285476
internal_weight=4355.74 687.858 255.819 3667.88 1492.81 2175.08 432.039
internal_count=13270 2151 800 11119 4649 6470 1351
is_linear=0
shrinkage=0.0209926


Tree=445
num_leaves=7
num_cat=0
split_feature=97 3 148 2 34 136
split_gain=11.6834 5.44494 5.77717 5.74224 4.37404 5.7853
threshold=8.5000000000000018 1358.1464470716089 0.27654902553509503 -155.57204145853322 5.1450000000000005 7.0500000000000007
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=0.0021404246213908283 0.0053002132040510545 -0.00010490021551477955 0.0021835324847074666 -0.0063275438938007267 -0.0058785946810890524 0.024722045021097434
leaf_weight=50.640664890408516 13.594640731811525 2802.7805348969996 587.39489096403122 111.26942095160484 4.491111882030963 15.102294966578482
leaf_count=196 48 10606 1958 385 26 51
internal_value=0.000226462 0.000109269 0.000290192 -0.00364949 0.0126254 0.0156879
internal_weight=3585.27 3552.09 3390.18 161.91 33.188 28.6969
internal_count=13270 13145 12564 581 125 99
is_linear=0
shrinkage=0.0209926


Tree=446
num_leaves=8
num_cat=0
split_feature=96 8 9 97 85 111 102
split_gain=10.001 13.6775 10.267 9.68392 7.58995 7.13303 6.40436
threshold=2.5000000000000004 1.5523809523809526 2.6547619047619051 2.5000000000000004 0.025906432748537853 11.350000000000003 0.47950000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.0014358149875855963 -0.0062721237583417922 -0.0023553460639170205 0.0084678918929911307 0.00010238583501661041 -0.0040841307662113574 0.00098389990468760727 0.0048977096242925596
leaf_weight=780.51285385712981 233.81496491655707 512.59291230514646 41.62509098649025 1537.9298267960548 217.57892386615276 78.732248447835445 341.33904064446688
leaf_count=2534 1139 1860 132 5347 825 371 1062
internal_value=-4.49438e-05 0.00115889 -0.00153383 -0.00102291 -0.000413771 -0.004429 0.00249341
internal_weight=3744.13 1676.07 554.218 2068.06 1755.51 312.547 1121.85
internal_count=13270 5588 1992 7682 6172 1510 3596
is_linear=0
shrinkage=0.0209926


Tree=447
num_leaves=8
num_cat=0
split_feature=85 85 36 85 40 121 3
split_gain=15.2164 12.2387 10.7515 7.3627 6.82261 3.32693 2.22997
threshold=0.046629588431590603 -0.43190476190476185 14.175000000000002 0.56333333333333335 2.2250000000000005 1.2360000000000002 1499.6359813875481
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.016222503374536672 0.0051448498198887705 -0.0005854814661908844 0.011132797239431252 0.0044669187374143764 0.00027308214529790122 -0.0052329661808142355 0.016639873601464714
leaf_weight=25.601585984230042 233.59700790047646 3718.5235068500042 34.793854206800461 11.198853820562361 281.60603076219559 26.355498783290386 22.228410750627518
leaf_count=105 722 11196 175 44 824 109 95
internal_value=-0.000144708 -0.000616984 -0.000475578 0.00312226 0.00249126 -0.01074 0.0127047
internal_weight=4353.9 3805.27 3753.32 548.63 515.203 51.9571 33.4273
internal_count=13270 11585 11371 1685 1546 214 139
is_linear=0
shrinkage=0.0209926


Tree=448
num_leaves=7
num_cat=0
split_feature=94 55 3 105 148 9
split_gain=7.6009 6.05816 5.26101 12.0563 5.24162 3.14435
threshold=32.550000000000004 1.4950000000000003 1358.1464470716089 1.2730000000000004 0.27654902553509503 1.4476190476190478
decision_type=2 2 2 2 2 2
left_child=2 5 3 -1 -4 -2
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.0046958358904674175 0.036427250681729077 0 -4.1103891129707538e-05 0.025123995239840366 0.0021359973413899104 0.010912214491231054
leaf_weight=156.19807010143995 5.2245365083217639 7.0646381825208655 2817.6354682184756 6.1713762879371634 588.28798294812441 4.7517794072628021
leaf_count=561 19 28 10662 24 1959 17
internal_value=0.000224403 0.0142143 0.000156253 -0.003533 0.000333532 0.0247535
internal_weight=3585.33 17.041 3568.29 162.369 3405.92 9.97632
internal_count=13270 64 13206 585 12621 36
is_linear=0
shrinkage=0.0209926


Tree=449
num_leaves=8
num_cat=0
split_feature=96 8 9 97 85 111 102
split_gain=9.58379 13.2196 9.94629 9.34258 7.39041 6.98179 6.14248
threshold=2.5000000000000004 1.5523809523809526 2.6547619047619051 2.5000000000000004 0.025906432748537853 11.350000000000003 0.47950000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.0014076342014514649 -0.0061875413085101553 -0.0023259486781503419 0.0083202381104083324 0.00010304930873861575 -0.0040312126707100163 0.00099700036977188721 0.0047965937641198724
leaf_weight=780.83719097822905 232.64639807865024 512.14008247479796 41.681611143052578 1537.8872006312013 217.20003672689199 78.686588607728481 341.77662237733603
leaf_count=2534 1139 1860 132 5347 825 371 1062
internal_value=-4.53487e-05 0.00113268 -0.00151607 -0.00100337 -0.000405861 -0.00435636 0.00244365
internal_weight=3742.86 1676.44 553.822 2066.42 1755.09 311.333 1122.61
internal_count=13270 5588 1992 7682 6172 1510 3596
is_linear=0
shrinkage=0.0209926


Tree=450
num_leaves=8
num_cat=0
split_feature=85 95 85 130 85 101 46
split_gain=25.2216 13.0898 11.8772 10.1907 6.11899 5.67417 5.17908
threshold=-0.10898809523809523 11.25 0.48588235294117649 2.8945000000000003 -0.85333333333333328 0.55000000000000016 3.5650000000000004
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 -5
right_child=1 5 -4 6 -6 -7 -8
leaf_value=-0.016749945457810327 0.00030425907501619142 -0.0045506384072409849 0.012312466519325462 -0.0027144921144805997 -0.0042583697817474018 0.0067660441186740113 0.017006892004968785
leaf_weight=18.202529467642307 3562.8874120861292 21.097841925919056 36.701154962182045 9.1310750097036379 504.93691875785589 201.8070163205266 14.738949187099932
leaf_count=94 10726 72 141 29 1575 647 48
internal_value=0.000130758 0.000735156 0.000428022 -0.00408403 -0.00470215 0.00567348 0.00926256
internal_weight=4369.5 3822.49 3599.59 547.009 523.139 222.905 23.87
internal_count=13332 11586 10867 1746 1669 719 77
is_linear=0
shrinkage=0.0209926


Tree=451
num_leaves=7
num_cat=0
split_feature=35 54 54 10 1 143
split_gain=7.33588 6.27571 5.12751 1.15477 2.2021 0.4006
threshold=7.8550000000000013 2.0750000000000006 1.6250000000000002 0.59166666666666679 1359.9124218512422 -2.3664999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=0.0001882256746649375 -0.013806970917572547 0.025187539213978073 -0.0043684324348357223 -0.0014107297373065918 0.015118886010718834 -0.015033133436182861
leaf_weight=3450.3505534417927 2.8443265110254314 4.3808586597442618 112.35240684449673 1.8426785022020364 1.9034538790583608 17.20150675997138
leaf_count=12524 22 22 583 15 16 150
internal_value=-7.52385e-07 7.54072e-05 4.31865e-05 -0.0116201 -0.00120336 -0.0139661
internal_weight=3590.88 3567.08 3562.7 23.792 4.74778 19.0442
internal_count=13332 13129 13107 203 38 165
is_linear=0
shrinkage=0.0209926


Tree=452
num_leaves=7
num_cat=0
split_feature=36 51 95 98 53 15
split_gain=13.544 8.59836 6.89678 6.68997 6.30862 6.27532
threshold=2.9450000000000007 1.5450000000000002 -7.4999999999999973 0.55277777777777792 3.0450000000000004 0.90000000000000013
decision_type=2 2 2 2 2 2
left_child=2 5 4 -4 -1 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=0.0036310424445971574 -0.0013363744877956405 0.021832425236983571 0.001868995394577994 -0.00069807349994293417 -0.004129791294083654 -0.0051167761334962331
leaf_weight=473.03837598860264 974.24620163813233 6.6205379962921134 673.83780655264854 1329.1448198929429 50.589383900165558 243.6510533131659
leaf_count=1353 4609 24 2049 4025 140 1132
internal_value=-0.000150319 -0.00196332 0.000726459 0.000163146 0.00287211 -0.0020966
internal_weight=3751.13 1224.52 2526.61 2002.98 523.628 1217.9
internal_count=13332 5765 7567 6074 1493 5741
is_linear=0
shrinkage=0.0209926


Tree=453
num_leaves=8
num_cat=0
split_feature=85 95 85 130 85 101 46
split_gain=24.5457 12.7173 11.6177 9.90502 6.05764 5.52739 5.04672
threshold=-0.10898809523809523 11.25 0.48588235294117649 2.8945000000000003 -0.85333333333333328 0.55000000000000016 3.5650000000000004
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 -5
right_child=1 5 -4 6 -6 -7 -8
leaf_value=-0.01670094100898847 0.00029806152192909241 -0.0044843157320982154 0.012207736964859477 -0.0026875217568618093 -0.0042047001294032793 0.0066772477087952697 0.016784534431514737
leaf_weight=17.999531894922256 3562.2698512077332 21.129293486475945 36.493757493793964 9.1264207810163516 504.4182403832674 201.31593959033489 14.715531773865221
leaf_count=94 10726 72 141 29 1575 647 48
internal_value=0.000126599 0.00072269 0.000420162 -0.00403444 -0.0046444 0.00559556 0.00913037
internal_weight=4367.47 3821.21 3598.76 546.26 522.418 222.445 23.842
internal_count=13332 11586 10867 1746 1669 719 77
is_linear=0
shrinkage=0.0209926


Tree=454
num_leaves=8
num_cat=0
split_feature=35 142 55 85 140 123 85
split_gain=7.19593 7.32533 6.12775 5.91576 1.36155 1.98823 0.599578
threshold=7.8550000000000013 2.0690000000000004 1.2550000000000001 -0.068542159180456988 1.0000000180025095e-35 1.2425000000000004 0.041481481481481355
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.0017625835495482781 -0.015066216084945107 -0.0032123919174340092 0.0095252083328263397 -0.00048040291600392213 0.015129746943946832 -0.013444312510216804 0
leaf_weight=633.21639989316463 17.68699927628041 21.965324088931084 62.87898476421833 2848.526192843914 1.9031561277806748 2.4372745230793953 1.5223101302981366
leaf_count=2089 151 92 239 10709 16 20 16
internal_value=0 7.60533e-05 0.00617123 -7.11033e-05 -0.0115664 0 -0.0139731
internal_weight=3590.14 3566.59 84.8443 3481.74 23.5497 4.34043 19.2093
internal_count=13332 13129 331 12798 203 36 167
is_linear=0
shrinkage=0.0209926


Tree=455
num_leaves=8
num_cat=0
split_feature=95 85 42 53 145 34 135
split_gain=12.0519 8.9208 8.53516 6.17201 6.84292 5.48126 3.81739
threshold=-7.4999999999999973 0.025906432748537853 6.0850000000000009 3.0850000000000004 0.95755000000000012 1.4750000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 -5
right_child=1 5 -4 6 -6 -7 -8
leaf_value=0.0028060343663511562 -1.3719574473159556e-05 -0.0077624148143879725 -0.0061967571502678639 0.0021532811187956048 0.015806857979415841 -0.002111822690970694 -0.0088231895679782776
leaf_weight=526.73138301074505 2653.3399002850056 104.63165067136288 102.24229227751493 23.83406637609005 18.664390310645103 287.85122060030699 31.883686706423759
leaf_count=1551 9127 578 852 68 54 1010 92
internal_value=-0.000147174 -0.000668474 -0.000244868 0.00257495 0.00325971 -0.00363039 -0.00404206
internal_weight=3749.18 3148.07 2755.58 601.114 545.396 392.483 55.7178
internal_count=13332 11567 9979 1765 1605 1588 160
is_linear=0
shrinkage=0.0209926


Tree=456
num_leaves=8
num_cat=0
split_feature=42 130 0 3 42 133 10
split_gain=9.72292 7.93195 8.71405 6.61081 6.22486 6.18256 5.58352
threshold=4.8350000000000009 2.4145000000000003 1480.8662461146253 1673.4169804970632 7.035000000000001 2.4145000000000003 0.92261904761904778
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.00085040799079156215 0.00036627170808224116 -0.0060797112426606249 0.0038990195856892554 -0.0092758684710860413 0.0045518914462170292 0.0028976866160164197 0.0046054659153928123
leaf_weight=3133.1742794886231 214.02032298594713 43.626107111573219 314.30934476852417 38.444478780031204 22.364880591630936 206.2651774212718 393.14089604467154
leaf_count=9459 695 133 922 115 94 605 1309
internal_value=0.00012197 -0.000297979 0.00266943 0.00245365 -0.00411159 -0.00061747 0.00311905
internal_weight=4365.35 3697.37 357.935 667.971 60.8094 3339.44 607.161
internal_count=13332 11119 1055 2213 209 10064 2004
is_linear=0
shrinkage=0.0209926


Tree=457
num_leaves=6
num_cat=0
split_feature=35 54 85 91 143
split_gain=7.06097 6.00965 5.66956 1.27802 1.17058
threshold=7.8550000000000013 2.0750000000000006 -0.068542159180456988 -0.5562499999999998 -2.1894999999999993
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=0.0018221908759202376 0.0023796322784406039 0.024456735315547627 -0.00034844769637983622 0 -0.01502067033060424
leaf_weight=648.13473971188068 2.072794824838641 4.4509544149041167 2913.4956005215645 2.8140961006283787 18.428610045462847
leaf_count=2137 16 22 10970 23 164
internal_value=4.08187e-07 7.70259e-05 4.52165e-05 -0.0115132 -0.0130938
internal_weight=3589.4 3566.08 3561.63 23.3155 21.2427
internal_count=13332 13129 13107 203 187
is_linear=0
shrinkage=0.0209926


Tree=458
num_leaves=7
num_cat=0
split_feature=36 85 51 150 142 2
split_gain=12.9593 8.57121 8.29108 7.78652 7.05249 6.87425
threshold=2.9450000000000007 -0.10898809523809523 1.5450000000000002 0.58387445887445899 -2.1259999999999999 49.851993366629024
decision_type=2 2 2 2 2 2
left_child=1 3 4 -1 -2 -3
right_child=2 5 -4 -5 -6 -7
leaf_value=0.0019409699492123253 0.013011353076290822 0.00071625455504062473 0.021325487259986231 0.0091638715212684803 -0.002224558601576279 -0.0025671304376722313
leaf_weight=274.29988473653793 13.453080609440802 1832.3723208010197 6.6887677609920493 87.696526557207108 1201.4139055162668 331.64264135807753
leaf_count=805 60 5424 24 254 5681 1084
internal_value=-0.000143743 0.000713339 -0.00191999 0.00370398 -0.00205191 0.000210856
internal_weight=3747.57 2526.01 1221.56 361.996 1214.87 2164.01
internal_count=13332 7567 5765 1059 5741 6508
is_linear=0
shrinkage=0.0209926


Tree=459
num_leaves=8
num_cat=0
split_feature=36 39 145 100 124 34 130
split_gain=14.0367 9.61914 7.52603 7.12526 5.9007 5.63838 4.59257
threshold=5.285000000000001 0.15255684118373378 0.17085000000000003 2.7750000000000004 2.6335000000000002 2.3950000000000005 2.7890000000000001
decision_type=2 2 2 2 2 2 2
left_child=2 3 6 -2 -3 -4 -1
right_child=1 4 5 -5 -6 -7 -8
leaf_value=-0.0042815943630093957 0.0028188439165310881 0.010302790225191857 0.00042577395499666346 -0.0076794673750693581 -0.013772231841716449 -0.0014988699030827795 0.0094404268956400274
leaf_weight=256.14011469483376 340.51993614435196 98.862956739962101 2732.5232385843992 30.891227684915066 4.5330301821231833 888.82533193379641 11.014513134956358
leaf_count=787 1146 425 7640 108 20 3175 31
internal_value=0.000117456 0.00352564 -0.000297472 0.0019328 0.00920107 -4.52915e-05 -0.00369796
internal_weight=4363.31 474.807 3888.5 371.411 103.396 3621.35 267.155
internal_count=13332 1699 11633 1254 445 10815 818
is_linear=0
shrinkage=0.0209926


Tree=460
num_leaves=8
num_cat=0
split_feature=142 36 51 85 53 50 2
split_gain=6.87242 8.09808 6.68702 6.21081 5.49157 8.83768 5.35957
threshold=2.0690000000000004 7.4050000000000011 1.1950000000000001 -0.40479262672811062 1.8450000000000004 1.4350000000000003 39.717311703762682
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.0054007153666092494 -0.0061352402073939511 -0.0066873047215113592 0.010720532222460926 -9.2624437277430167e-05 0.0061064315850886172 0.029519987117136836 0.013732559775200345
leaf_weight=93.260921865701675 23.564334563910965 120.28387970849872 10.382977046072481 3278.8600327000022 45.696894660592079 8.6550626605749112 7.975126512348651
leaf_count=275 102 756 48 11915 165 33 38
internal_value=3.11487e-06 -0.000139406 -0.00526747 5.78844e-05 0.005871 0.00992278 -0.000959869
internal_weight=3588.68 3502.79 130.667 3372.12 85.8914 54.352 31.5395
internal_count=13332 12994 804 12190 338 198 140
is_linear=0
shrinkage=0.0209926


Tree=461
num_leaves=8
num_cat=0
split_feature=95 85 42 12 131 131 105
split_gain=11.5869 8.61928 8.20178 5.5025 5.82387 5.49738 3.04393
threshold=-7.4999999999999973 0.025906432748537853 6.0850000000000009 0.63333333333333341 1.0500000000000003 2.9500000000000006 0.73250000000000004
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 -5
right_child=1 5 -4 6 -6 -7 -8
leaf_value=0.0056257262797231554 -1.0835135793389473e-05 -0.003846295146628717 -0.0060981355636644391 -0.019840944337087496 0.0012492834203021461 0.01946577046021002 0.00023078767529593431
leaf_weight=211.22738061845303 2652.1026304066181 386.80171407014132 101.33197225630283 7.3657693415880185 377.24363286793232 4.4454701095819464 5.2383827418088913
leaf_count=622 9127 1573 852 22 1105 15 16
internal_value=-0.000141081 -0.000652744 -0.000236596 0.00252786 0.0028283 -0.0035692 -0.0111197
internal_weight=3745.76 3144.68 2753.43 601.075 588.471 391.247 12.6042
internal_count=13332 11567 9979 1765 1727 1588 38
is_linear=0
shrinkage=0.0209926


Tree=462
num_leaves=8
num_cat=0
split_feature=36 95 40 3 95 151 142
split_gain=13.4403 9.21075 8.05064 8.42177 7.78005 5.71943 3.35643
threshold=5.285000000000001 -5.9999999999999973 1.3050000000000004 1673.4169804970632 12.75 0.84100000000000008 -0.52849999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 5 6 -4 -3 -1 -2
right_child=2 4 3 -5 -6 -7 -8
leaf_value=-0.010149422288846247 0.0027393468371081447 0 0.0033055676448407057 -0.0068956926547471559 0.0059826926624161345 -0.0019893908771690572 0.013120132721093318
leaf_weight=40.540468439459801 20.89296643435955 3084.2753252834082 364.54417285323143 39.270961180329323 98.876105189323425 663.6922861635685 48.655998408794403
leaf_count=143 92 8942 1251 135 282 2266 221
internal_value=0.000112584 -0.000292968 0.00345318 0.00230166 0.00018627 -0.00246593 0.0100704
internal_weight=4360.75 3887.38 473.364 403.815 3183.15 704.233 69.549
internal_count=13332 11633 1699 1386 9224 2409 313
is_linear=0
shrinkage=0.0209926


Tree=463
num_leaves=8
num_cat=0
split_feature=142 130 85 53 53 124 91
split_gain=6.65623 6.30524 5.89046 5.30838 7.82188 4.50417 4.34305
threshold=2.0690000000000004 2.7640000000000007 -0.068542159180456988 1.8450000000000004 1.9950000000000003 2.1000000000000005 -0.10999999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=0.0019383335005272618 0.017634889386580217 -0.0060114229633179642 -0.00034834528001549784 0.026449569871200285 0.0057940847846630695 0.0017574720897126186 -0.0043232823430934316
leaf_weight=606.98637771606445 4.6286156922578838 129.47950782626867 2722.2775605209172 10.202526271343229 44.411101289093494 42.936010248959064 26.903622895479202
leaf_count=1993 22 581 10226 40 158 194 118
internal_value=6.30469e-06 -0.000134184 6.71228e-05 0.00577239 0.00974033 -0.00404904 -0.000948444
internal_weight=3587.83 3501.68 3329.26 86.1459 54.6136 172.416 31.5322
internal_count=13332 12994 12219 338 198 775 140
is_linear=0
shrinkage=0.0209926


Tree=464
num_leaves=8
num_cat=0
split_feature=95 146 95 145 4 95 145
split_gain=11.2366 8.37446 8.62125 6.25899 6.10965 6.15003 5.7338
threshold=-7.4999999999999973 0.0097500000000000017 11.25 0.17185000000000003 1482.9095794439654 -15.749999999999996 0.95755000000000012
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=0.012404482304985876 -0.0001964066529900144 0.0044242024974165163 -0.0059151539524385875 -0.0083359686696507507 0.0033300032514131457 -0.0022176361611999729 0.016982092351857717
leaf_weight=13.799037128686903 2903.9087671227753 19.9580222889781 121.14839615300298 97.922682534903288 423.66422791779041 149.49443481862545 14.212542206048964
leaf_count=40 10258 94 701 514 1246 438 41
internal_value=-0.000138445 -0.000642622 -0.000427013 -0.00613503 0.00248946 -0.000952727 0.00378404
internal_weight=3744.11 3142.94 3025.06 117.881 601.17 163.293 437.877
internal_count=13332 11567 10959 608 1765 478 1287
is_linear=0
shrinkage=0.0209926


Tree=465
num_leaves=8
num_cat=0
split_feature=28 26 46 95 7 4 140
split_gain=7.29321 8.44502 8.2876 6.5457 6.03103 5.93914 4.23533
threshold=5.9500000000000011 0.49950000000000006 2.5350000000000006 17.250000000000004 31.548358161799346 1506.2556906911725 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=3 4 -3 5 -2 -1 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.00044043169018721643 -0.0077011102751740551 0.012000736901737112 0.0026592913792351149 0.012246355129918621 0.011950634246956259 -0.0011797541312276655 -0.0089060502203882116
leaf_weight=1992.7659994363785 45.117342904210091 52.222778089344501 223.72310373187065 27.886586278676987 7.9590165913105002 1990.1570638492703 4.6370401903986922
leaf_count=5957 135 174 710 94 25 6173 16
internal_value=-4.28933e-05 0.00296059 0.00444448 -0.000290186 -0.00466419 -0.00036793 0.00908359
internal_weight=4344.47 329.022 275.946 4015.45 53.0764 3982.92 32.5236
internal_count=13284 1044 884 12240 160 12130 110
is_linear=0
shrinkage=0.0209926


Tree=466
num_leaves=7
num_cat=0
split_feature=85 120 80 49 84 110
split_gain=8.18335 6.99296 5.92555 4.50775 5.12567 3.45942
threshold=0.14559139784946229 0.21100000000000005 0.10467592153390461 3.3450000000000002 0.019374999999999951 13.950000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.02022125646463899 -0.0062734151292906139 0.0001031478328803486 0.0038732887231642883 -0.001163959045720973 0.018196548029145075 0.0083250121493474698
leaf_weight=7.8102085441350928 153.00585584715009 3175.7595083191991 195.24043099582195 33.917831405997276 7.2460338473319998 7.2284605875611296
leaf_count=28 744 11693 630 126 26 37
internal_value=0.000124007 0.000370334 0.000322924 -0.00398483 0.00212793 -0.00558502
internal_weight=3580.21 3378.81 3371 201.398 41.1639 160.234
internal_count=13284 12351 12323 933 152 781
is_linear=0
shrinkage=0.0209926


Tree=467
num_leaves=7
num_cat=0
split_feature=85 85 136 86 2 100
split_gain=10.5714 8.26256 7.83862 5.8411 5.09552 2.56721
threshold=-0.21289215686274501 0.52155844155844167 5.0500000000000007 4.1833333333333345 98.227024317344799 2.5500000000000003
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=0.0043098674289245601 -0.0022779042322792729 -0.015732620751409663 0.00019829741798780247 0.023454897818299233 -0.0033916835044746452 0.0048396975541675595
leaf_weight=261.51600149273872 712.99138326942921 19.898375853896145 2673.4574812240899 6.4905132651329032 43.562896504998207 2.6977319270372382
leaf_count=800 2671 128 9471 20 172 22
internal_value=-6.79569e-05 -0.000407505 -0.000321637 0.00363188 0.00319448 -0.013065
internal_weight=3720.61 3409.04 3386.45 311.569 305.079 22.5961
internal_count=13284 12292 12142 992 972 150
is_linear=0
shrinkage=0.0209926


Tree=468
num_leaves=8
num_cat=0
split_feature=85 85 120 85 104 120 121
split_gain=21.1934 13.6238 8.93921 7.8992 5.5616 2.57739 1.82934
threshold=0.039452054794520457 -0.57686274509803914 1.8945000000000001 0.54060606060606065 1.0245000000000002 2.1835000000000004 0.68350000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0 0.0039441403625755838 -0.0010526399920206975 0.001391062810564301 0.016031680560023586 -0.0019946053999504677 0 -0.014483862609625005
leaf_weight=3.7943457514047614 465.64938041567802 2868.1927557140589 855.40640086680651 28.804584875702858 80.538656085729599 5.8634645715355864 35.104820623993874
leaf_count=15 1396 8703 2613 119 248 28 162
internal_value=-4.31645e-05 -0.000620421 -0.000489975 0.00368779 0.00305969 0.0134455 -0.0129844
internal_weight=4343.35 3762.5 3723.6 580.856 546.188 34.668 38.8992
internal_count=13284 11493 11316 1791 1644 147 177
is_linear=0
shrinkage=0.0209926


Tree=469
num_leaves=8
num_cat=0
split_feature=85 26 148 131 29 89 26
split_gain=7.98881 9.76748 6.73866 8.73732 6.3367 5.47805 5.1029
threshold=0.14559139784946229 0.62050000000000016 0.28892252608904478 1.0500000000000003 3.8944444444444448 0.39000000000000007 0.49950000000000006
decision_type=2 2 2 2 2 2 2
left_child=2 6 3 -1 -4 -3 -2
right_child=1 5 4 -5 -6 -7 -8
leaf_value=-0.001309984483083696 -0.00079184016173735629 0.001472984260466034 0 0.00097736887436194737 0.0061453773063610143 0.037125577849582932 -0.0077972156418275197
leaf_weight=1216.7908712774515 79.93906183168292 4.4463338553905469 136.77852757275105 1861.4700233414769 164.16835209727287 3.7532017305493355 112.76808824017644
leaf_count=4456 337 30 440 6930 525 19 547
internal_value=0.000123271 -0.00394166 0.000366361 7.16592e-05 0.00336486 0.0183754 -0.00491604
internal_weight=3580.11 200.907 3379.21 3078.26 300.947 8.19954 192.707
internal_count=13284 933 12351 11386 965 49 884
is_linear=0
shrinkage=0.0209926


Tree=470
num_leaves=8
num_cat=0
split_feature=95 111 132 26 146 23 31
split_gain=9.35432 11.1132 7.59531 7.10289 7.39209 6.06793 4.44884
threshold=-2.9999999999999978 13.450000000000001 3.3540000000000005 0.54707142857142876 0.010050000000000002 0.90000000000000013 0.18768939393939393
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=0.0033608923202279408 -0.00010409464011823389 -0.012795470551051338 -0.016629804634875591 -0.0020178934034133077 -0.0079737740339497886 -0.00046823598766639876 -0.0070530069131764777
leaf_weight=708.24314990639687 2026.5932727716863 18.303559631109238 8.3994499295949918 300.1155257076025 54.051999442279339 497.77333098649979 106.47609690204263
leaf_count=2134 7414 57 25 1422 252 1501 479
internal_value=-6.69538e-05 0.00142695 0.00311992 -0.000809281 -0.000310834 -0.000914705 -0.00334822
internal_weight=3719.96 1232.72 716.643 2487.24 2080.65 516.077 406.592
internal_count=13284 3717 2159 9567 7666 1558 1901
is_linear=0
shrinkage=0.0209926


Tree=471
num_leaves=8
num_cat=0
split_feature=36 28 78 111 78 35 40
split_gain=7.56702 10.1954 9.39145 7.68866 8.72773 7.23254 4.53443
threshold=3.9850000000000008 6.1833333333333345 0.86190476190476206 14.65 0.59166666666666679 4.8550000000000013 1.3750000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.00065756217988386257 0.0066616348476947959 -0.0039958380267147205 0.0086769409958685206 -0.021578979679113038 -0.001163838956187492 -0.011221447396135245 0.0018584078545864783
leaf_weight=3195.5362740904093 100.13728296756744 34.776031732559204 95.000488065183163 9.7977425903081876 175.68080401420593 28.884450547397137 701.85940759629011
leaf_count=9537 434 104 276 29 534 203 2167
internal_value=-4.35974e-05 -0.000520189 0.0052442 0.00157042 -0.00226802 -0.000753676 0.0024641
internal_weight=4341.67 3354.2 129.777 987.475 185.479 3224.42 801.997
internal_count=13284 10120 380 3164 563 9740 2601
is_linear=0
shrinkage=0.0209926


Tree=472
num_leaves=8
num_cat=0
split_feature=85 148 131 29 49 148 130
split_gain=7.63243 6.52492 8.50047 6.14178 4.39694 6.66682 3.60653
threshold=0.14559139784946229 0.28892252608904478 1.0500000000000003 3.8944444444444448 3.3450000000000002 0.2510638640346553 1.7320000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.0012948995298064313 -0.0081229263651644897 0 0.00096141561028365713 0.0060393265016993559 0.016598171298037822 -0.002668621419277253 -0.0015982374402401102
leaf_weight=1216.0675237700343 93.140597973018885 136.8029230684042 1862.4348062947392 164.57495254278183 10.583321660757063 30.501054935157299 65.786830428987741
leaf_count=4456 431 440 6930 525 39 113 350
internal_value=0.000121664 0.000358756 6.85751e-05 0.00330703 -0.00386092 0.00217815 -0.00545216
internal_weight=3579.89 3379.88 3078.5 301.378 200.012 41.0844 158.927
internal_count=13284 12351 11386 965 933 152 781
is_linear=0
shrinkage=0.0209926


Tree=473
num_leaves=8
num_cat=0
split_feature=85 42 136 4 79 14 3
split_gain=10.1744 9.76941 7.84477 6.92286 9.44615 5.97326 5.15937
threshold=-0.21289215686274501 6.2950000000000008 5.0500000000000007 1494.3258286233024 3.0762146935018841 0.70833333333333337 1725.1029725996457
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=-0.0037681497751229907 -0.0022056811607989988 -0.0084097033762645726 0.00031079072507468353 0.010647103573673388 0.010605144623846164 0.0030318223205994632 0.013198958927160978
leaf_weight=89.219661846756935 688.59456919133663 86.288920409977436 2627.3748560845852 74.957749292254448 25.989465802907944 121.59583803266287 4.9952850118279448
leaf_count=295 2439 804 9002 223 90 384 47
internal_value=-6.49307e-05 -0.000398329 -0.000210339 0.00356344 -0.000484257 0.00596031 -0.00717486
internal_weight=3719.02 3407.25 3315.97 311.763 115.209 196.554 91.2842
internal_count=13284 12292 11441 992 385 607 851
is_linear=0
shrinkage=0.0209926


Tree=474
num_leaves=8
num_cat=0
split_feature=85 85 85 95 80 3 85
split_gain=20.3133 13.3296 7.73992 7.67521 5.4774 2.80613 1.62094
threshold=0.039452054794520457 -0.57686274509803914 0.54060606060606065 17.250000000000004 0.035113324175824107 1499.6359813875481 -0.85333333333333328
decision_type=2 2 2 2 2 2 2
left_child=1 6 4 -3 -2 -4 -1
right_child=2 3 5 -5 -6 -7 -8
leaf_value=-0.016911270999491371 0.021938735658003777 -0.00056952446416947897 0.0038061803158920622 0.0099211594731576872 0.0027466771468120958 0.017418237389451079 -0.0075271206862973852
leaf_weight=21.541996836662292 6.7134744301438323 3690.1516883596778 10.682774387300013 30.94932633638382 539.02779074013233 23.640110611915588 17.010121017694473
leaf_count=110 21 11210 41 106 1623 106 67
internal_value=-4.4318e-05 -0.000609551 0.00361096 -0.000480986 0.00299153 0.0133208 -0.0128948
internal_weight=4339.72 3759.65 580.064 3721.1 545.741 34.3229 38.5521
internal_count=13284 11493 1791 11316 1644 147 177
is_linear=0
shrinkage=0.0209926


Tree=475
num_leaves=7
num_cat=0
split_feature=85 26 3 120 121 26
split_gain=7.43944 9.46689 6.9967 6.73748 5.57526 5.02183
threshold=0.14559139784946229 0.62050000000000016 1601.7066388575047 0.21100000000000005 2.4145000000000003 0.49950000000000006
decision_type=2 2 2 2 2 2
left_child=3 5 -3 -1 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=0.019750053045636286 -0.00068918277818271747 0.032123763850974707 -0.0074942650650231136 0.0004642980835290522 -0.0044107264873553429 -0.0076614103314454098
leaf_weight=7.8829409182071677 79.571838371455669 5.4484762251377088 2.8070503138005733 3265.6039614453912 106.62886609137058 111.67158064618707
leaf_count=28 337 31 18 11843 480 547
internal_value=0.000121694 -0.00381552 0.0180738 0.000355488 0.000308734 -0.00478543
internal_weight=3579.61 199.499 8.25553 3380.12 3372.23 191.243
internal_count=13284 933 49 12351 12323 884
is_linear=0
shrinkage=0.0209926


Tree=476
num_leaves=8
num_cat=0
split_feature=85 36 85 123 86 3 123
split_gain=9.90555 8.40021 7.5918 6.83986 7.16278 4.00896 3.56045
threshold=-0.21289215686274501 6.8350000000000009 0.52155844155844167 2.0250000000000004 4.1833333333333345 1725.1029725996457 2.2055000000000002
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 -5
right_child=1 5 -4 6 -6 -7 -8
leaf_value=0.0022972690110116853 -0.00013083397104659997 -0.0073948114464039705 -0.012842038728620025 0.028042178613796237 0.025218535485165495 0.012956098615017935 0.0066918606850095604
leaf_weight=290.52342762798071 3287.119342751801 93.69597752392292 20.850311443209648 7.3399037867784482 6.1877814680337897 4.3054021373391143 7.8862522467970848
leaf_count=927 11258 867 125 22 19 42 24
internal_value=-6.4152e-05 -0.000393336 -0.000212398 0.0035148 0.00279139 -0.00645198 0.0172979
internal_weight=3717.91 3405.97 3307.97 311.937 296.711 98.0014 15.2262
internal_count=13284 12292 11383 992 946 909 46
is_linear=0
shrinkage=0.0209926


Tree=477
num_leaves=7
num_cat=0
split_feature=28 131 26 102 2 40
split_gain=6.76137 8.46045 8.21545 6.35281 8.68568 6.27306
threshold=5.9500000000000011 2.1180000000000008 0.49950000000000006 1.0215000000000003 292.72429757749495 5.2250000000000005
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.00020156096385321985 -0.0041944479119446669 -0.017294142476600237 0.004910855439037032 -0.0013352009988662286 0.015504266715755522 -0.015984258645754812
leaf_weight=2687.1220018044114 51.614205412566662 8.8612274229526502 267.78468846529722 1293.2414501607418 16.457823127508163 13.07933399453759
leaf_count=8242 156 27 861 3863 58 77
internal_value=-4.46512e-05 0.00285064 0.00342449 -0.000282859 0.000296483 -0.00148553
internal_weight=4338.16 328.26 319.399 4009.9 2703.58 1306.32
internal_count=13284 1044 1017 12240 8300 3940
is_linear=0
shrinkage=0.0209926


Tree=478
num_leaves=8
num_cat=0
split_feature=85 26 3 148 110 138 26
split_gain=7.1334 9.17972 6.63479 6.29758 6.2443 5.42276 4.92126
threshold=0.14559139784946229 0.62050000000000016 1601.7066388575047 0.28892252608904478 10.350000000000003 1.5000000000000002 0.49950000000000006
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.0040802282152992515 -0.00065205493300140563 0.031151235704548873 -0.0073869541871702683 0.00054252067204829614 0.0066610547519915363 -0.00012789419797270396 -0.0075673320680289327
leaf_weight=141.41108627617359 79.440534472465515 5.5482126176357252 2.7818802781403065 169.40394651889801 132.44848519563675 2937.5024182647467 110.92623321712017
leaf_count=522 337 31 18 537 428 10864 547
internal_value=0.000120616 -0.00374294 0.0177074 0.000349102 0.00324308 6.38277e-05 -0.00470668
internal_weight=3579.46 198.697 8.33009 3380.77 301.852 3078.91 190.367
internal_count=13284 933 49 12351 965 11386 884
is_linear=0
shrinkage=0.0209926


Tree=479
num_leaves=8
num_cat=0
split_feature=85 42 85 4 79 11 143
split_gain=9.56826 9.3263 7.32875 6.71932 9.08367 5.29645 4.46575
threshold=-0.21289215686274501 6.2950000000000008 0.52155844155844167 1494.3258286233024 3.0762146935018841 0.44761904761904764 1.2585000000000002
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=-0.0037618753497484733 -0.00012454442105157802 -0.007809735579903665 -0.012715478490756476 -0.0041150040336750161 0.010302895346457045 0.0069992770941359273 0.022812475564554045
leaf_weight=89.183186203241348 3294.1871863305569 88.034991599619389 20.511793978512287 20.599930539727211 26.130823329091072 176.2846652790904 2.0742923468351355
leaf_count=295 11316 833 125 64 90 543 18
internal_value=-6.27539e-05 -0.000386536 -0.000203901 0.00345307 -0.000533263 0.00581212 -0.00705177
internal_weight=3717.01 3404.81 3314.7 312.199 115.314 196.885 90.1093
internal_count=13284 12292 11441 992 385 607 851
is_linear=0
shrinkage=0.0209926


Tree=480
num_leaves=7
num_cat=0
split_feature=85 85 40 85 120 123
split_gain=15.8179 12.8342 9.09663 6.0516 5.56248 2.86445
threshold=0.11128054740957956 -0.43190476190476185 3.3250000000000006 0.91500000000000015 1.0500000000000003 0.60550000000000004
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1
right_child=3 2 -4 -5 -6 -7
leaf_value=0.0052674797818031815 0.0081992516146170719 -9.8893266295739888e-06 -0.0029728590620534349 0.017128610337699621 0.0019082420880492715 -0.012258310990427283
leaf_weight=4.086947336792945 83.796697244048119 3392.1164273619652 528.24913226813078 15.233967535197733 250.34860151261091 48.900384865701199
leaf_count=14 251 9840 2070 73 780 207
internal_value=-0.000172708 -0.000550327 -0.000410354 0.00410812 0.0035002 -0.0108163
internal_weight=4322.73 3973.35 3920.37 349.379 334.145 52.9873
internal_count=13235 12131 11910 1104 1031 221
is_linear=0
shrinkage=0.0209926


Tree=481
num_leaves=8
num_cat=0
split_feature=41 131 3 0 133 125 121
split_gain=6.02432 8.86874 8.50118 7.78305 7.61187 8.74749 5.3654
threshold=1.9150000000000003 1.0500000000000003 1500.0003732357518 1799.7851983138164 2.5280000000000005 2.2915000000000005 2.2360000000000002
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=0.00099570761794743755 -0.0028990513904538166 -0.0011131926844124634 0.0024740292212191697 0.012523146005537876 -0.0096362604102545896 0.0095706404535791708 0.0088284440712472559
leaf_weight=1561.9762167930603 688.56732086464763 688.29310598596931 503.65909454599023 14.621328614652155 45.088023222982883 54.426770351827145 7.9295281022787085
leaf_count=5281 2754 2691 2008 72 188 203 38
internal_value=0.000107518 -0.000700973 0.000398577 -0.00257158 0.00102819 0.0012874 -0.00678444
internal_weight=3564.56 1895.14 1191.95 703.189 1669.42 1616.4 53.0176
internal_count=13235 7525 4699 2826 5710 5484 226
is_linear=0
shrinkage=0.0209926


Tree=482
num_leaves=8
num_cat=0
split_feature=40 77 97 4 40 7 8
split_gain=8.40632 9.55538 8.68066 6.56306 5.05602 6.27664 1.80186
threshold=3.7050000000000005 3.0333333333333337 3.5000000000000004 1455.8484058781075 7.1050000000000013 -45.431620474236524 0.44761904761904764
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0015108898447692767 -0.0028453260027141961 -0.0017412106791907908 0.00071553224172664711 0.010174513636752683 0 0.0032699654730958087 0.014381391302617971
leaf_weight=1698.0409468561411 90.388708159327507 29.159942373633385 1411.471626188606 63.070883058011532 4.7787770777940777 391.19594678282738 20.911479413509369
leaf_count=6668 269 93 4804 192 20 1101 88
internal_value=9.66663e-05 -0.000299798 -0.000498734 0.00635538 0.00260844 0.00211226 0.0117236
internal_weight=3709.02 3201.74 3109.51 92.2308 507.275 481.585 25.6903
internal_count=13235 11757 11472 285 1478 1370 108
is_linear=0
shrinkage=0.0209926


Tree=483
num_leaves=7
num_cat=0
split_feature=143 104 40 106 53 145
split_gain=11.6235 9.81886 8.31966 4.91984 2.11414 0.969502
threshold=-2.4419999999999997 1.6255000000000002 4.6950000000000012 0.8590000000000001 2.1150000000000007 0.17565000000000003
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1
right_child=1 3 -4 -5 -6 -7
leaf_value=0.0091346224228262898 -0.00024708936788969774 0.010641432375916516 -0.0061569201151042974 0 0.0020600943301974316 0.020667830685437785
leaf_weight=6.6114612668752732 4101.8985434994102 53.90922299772501 107.84775044769049 30.804423645138741 6.1262831389904013 13.453358098864554
leaf_count=22 12286 169 594 100 18 46
internal_value=-0.000170035 -0.00025616 -0.000399626 0.00681682 0.013769 0.0171058
internal_weight=4320.65 4294.46 4209.75 84.7136 26.1911 20.0648
internal_count=13235 13149 12880 269 86 68
is_linear=0
shrinkage=0.0209926


Tree=484
num_leaves=7
num_cat=0
split_feature=104 85 41 27 114 46
split_gain=7.44362 5.49645 9.02101 5.52715 4.24821 3.65747
threshold=1.4525000000000003 -0.0066881374127751494 1.6950000000000001 0.53845238095238102 0.63350000000000006 2.7050000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=0.0066322814457475407 0.011380689278786334 0.00032518696404380126 0.00075414354557507945 -0.0020017705881279751 -0.014421298531519947 -0.0042899996826539924
leaf_weight=141.74543857574463 6.1494570076465598 2117.0706592015922 625.70997732132673 570.73292570188642 20.297335557639599 82.535802885890007
leaf_count=449 23 8111 2108 2127 83 334
internal_value=0.000106932 0.000278624 0.00184604 -0.000167145 -0.00529266 -0.00633621
internal_weight=3564.24 3455.26 767.455 2687.8 108.983 102.833
internal_count=13235 12795 2557 10238 440 417
is_linear=0
shrinkage=0.0209926


Tree=485
num_leaves=7
num_cat=0
split_feature=95 85 123 150 146 30
split_gain=12.1521 9.90147 6.63054 4.60498 3.90554 3.86472
threshold=-15.749999999999996 0.30762951334379912 1.2970000000000004 0.59762342436974802 0.00125 0.48610038610038614
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=0.0097698902305052449 -0.00095099706397256214 -0.0090660809320304171 0.00087511151704360013 -0.0023404146190329602 0.026459001680404576 0.015789815445022837
leaf_weight=35.227527543902397 1521.4759643301368 65.170865144580603 2064.6581727415323 10.102924302220343 8.1585527807474119 2.7433092147111884
leaf_count=106 5799 348 6915 30 24 13
internal_value=9.40653e-05 -5.00434e-05 9.90222e-05 0.0100281 0.0130184 -0.00799167
internal_weight=3707.54 3654.05 3586.13 53.489 43.3861 67.9142
internal_count=13235 13075 12714 160 130 361
is_linear=0
shrinkage=0.0209926


Tree=486
num_leaves=8
num_cat=0
split_feature=85 85 143 30 103 136 85
split_gain=15.2334 12.5488 12.5744 6.76259 6.33423 5.80639 2.64669
threshold=0.11128054740957956 -0.43190476190476185 -2.4419999999999997 0.21458087367178272 1.4505000000000001 3.7500000000000004 -0.7533333333333333
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.016751925195432994 0.01487435915086273 0.014692366164689226 -0.000494326777528694 -0.0050827656786137567 0.010525042826831341 0.0044855067086479487 -0.0066946348980723878
leaf_weight=20.606482639908791 26.755352459847927 24.159123703837395 3893.7629181668162 54.961785793304443 14.36375457793474 252.79393891990185 32.036564767360687
leaf_count=106 91 79 11831 177 48 788 115
internal_value=-0.000166926 -0.000537528 -0.000399461 0.00403721 -0.00177999 0.00549691 -0.0107222
internal_weight=4319.44 3970.57 3917.92 348.875 69.3255 279.549 52.643
internal_count=13235 12131 11910 1104 225 879 221
is_linear=0
shrinkage=0.0209926


Tree=487
num_leaves=8
num_cat=0
split_feature=104 85 92 145 136 51 89
split_gain=7.16593 5.36423 5.83035 5.12446 4.71261 4.22402 1.49174
threshold=1.4525000000000003 -0.13132376395534293 0.50708333333333344 0.7793500000000001 4.8500000000000005 1.2750000000000001 0.71000000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=0.0030634987965836935 -0.010930638346542263 -0.00055500405144119375 -0.0052672958848426956 -0.018491723653526027 0 0.0011941890839361267 -0.0051517234069408009
leaf_weight=433.91062120348215 23.568971328437328 2130.3496427237988 40.087606266140938 14.455212101340296 64.019458997994661 851.25684811919928 6.4752562940120688
leaf_count=1400 101 8490 130 53 263 2775 23
internal_value=0.000106087 0.00027421 0.00234885 -0.00520344 -0.00290507 -5.40014e-05 -0.0145931
internal_weight=3564.12 3455.6 473.998 108.519 87.5884 2981.61 20.9305
internal_count=13235 12795 1530 440 364 11265 76
is_linear=0
shrinkage=0.0209926


Tree=488
num_leaves=7
num_cat=0
split_feature=95 85 143 105 121 28
split_gain=11.8042 9.67051 7.80813 6.56054 5.39261 3.04437
threshold=-15.749999999999996 0.30762951334379912 1.0690000000000002 0.34550000000000003 1.7320000000000002 4.6125000000000007
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -3
right_child=1 5 -4 4 -6 -7
leaf_value=-0.0061781770127514743 -0.00029920832000087402 -0.0048153581398884832 0.0025152637097251929 0.018729825860983467 0.0030963614376552143 -0.014761385232569937
leaf_weight=8.9206816554069501 3080.1816830970347 46.98718373849988 505.5588491037488 28.498194262385368 15.979415729641913 20.605654448270798
leaf_count=25 11124 228 1590 87 48 133
internal_value=9.12233e-05 -5.06963e-05 9.62752e-05 0.00989041 0.0132207 -0.00791812
internal_weight=3706.73 3653.33 3585.74 53.3983 44.4776 67.5928
internal_count=13235 13075 12714 160 135 361
is_linear=0
shrinkage=0.0209926


Tree=489
num_leaves=8
num_cat=0
split_feature=85 85 143 30 103 136 16
split_gain=14.6974 12.2565 12.2542 6.58273 6.15646 5.67623 2.72062
threshold=0.11128054740957956 -0.43190476190476185 -2.4419999999999997 0.21458087367178272 1.4505000000000001 3.7500000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.012119104843829382 0.014701934240502871 0.014535346025315508 -0.00048585563600596582 -0.0050264600833840357 0.010369009787321012 0.0044098394192751593 0.0042527294807383209
leaf_weight=47.828141160309315 26.645346291363239 24.064729258418083 3893.1085482463241 54.962639704346657 14.34157122671604 252.53632859885693 4.4753443002700797
leaf_count=204 91 79 11831 177 48 788 17
internal_value=-0.000164461 -0.000528413 -0.000392354 0.00396746 -0.0017716 0.00540925 -0.0106269
internal_weight=4317.96 3969.48 3917.17 348.486 69.3042 279.182 52.3035
internal_count=13235 12131 11910 1104 225 879 221
is_linear=0
shrinkage=0.0209926


Tree=490
num_leaves=7
num_cat=0
split_feature=110 47 131 26 93 15
split_gain=6.02435 5.27683 9.27046 6.86848 5.06051 4.08734
threshold=22.550000000000004 1.7150000000000001 1.0500000000000003 0.38105555555555565 32.550000000000004 0.55000000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2
right_child=4 3 -4 -5 -6 -7
leaf_value=-0.0021030233083744209 0.0038852765547276926 0.0098134016489811876 0.0007429951739162335 0.0011322390657018204 0.018228900461600018 -0.0051090514815573173
leaf_weight=795.10863054916263 24.960530526936054 41.815591380000114 1376.8000109493732 1148.5199399441481 4.5726245492696753 172.04225265234709
leaf_count=3161 95 134 5440 3758 21 626
internal_value=0.000104522 0.000317156 -0.000296696 0.00144122 -0.00341847 -0.00394519
internal_weight=3563.82 3362.24 2171.91 1190.34 201.575 197.003
internal_count=13235 12493 8601 3892 742 721
is_linear=0
shrinkage=0.0209926


Tree=491
num_leaves=7
num_cat=0
split_feature=95 9 120 97 105 80
split_gain=11.5002 7.46553 8.54159 7.47555 6.39942 3.80998
threshold=-15.749999999999996 2.9666666666666672 0.47200000000000003 3.5000000000000004 0.34550000000000003 0.045785126783846462
decision_type=2 2 2 2 2 2
left_child=4 3 -3 -2 -1 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0060894813476114985 -0.0011497892680812601 -0.018120092614961072 0.0060300368282902896 0.00078846789427348615 -0.0023885536170378985 0.015424826462229415
leaf_weight=8.9222228527069074 1864.1807209178805 6.7087154239416114 128.22741490602493 1653.6271359361708 5.6035520136356345 38.773009121417999
leaf_count=25 7154 23 403 5495 17 118
internal_value=8.98157e-05 -5.01403e-05 0.00479392 -0.000237308 0.00977115 0.0130678
internal_weight=3706.04 3652.74 134.936 3517.81 53.2988 44.3766
internal_count=13235 13075 426 12649 160 135
is_linear=0
shrinkage=0.0209926


Tree=492
num_leaves=8
num_cat=0
split_feature=36 5 34 137 137 45 44
split_gain=8.76139 7.96806 7.96378 7.71902 5.56026 5.24998 3.83481
threshold=6.245000000000001 1546.9216106465408 6.3350000000000009 7.0500000000000007 7.1500000000000012 1.1450000000000002 9.9600000000000026
decision_type=2 2 2 2 2 2 2
left_child=2 5 3 -1 -3 -2 -4
right_child=1 4 6 -5 -6 -7 -8
leaf_value=0.000606039675400138 0.00532130701589932 -0.013693527333772715 -0.012212201432356715 -0.0012427785339743183 0.0022226675578774003 -0.0081866676200514198 0.0061966962259725018
leaf_weight=1972.5676000341773 247.47305577248335 18.9870845079422 35.419927000999451 2004.822410479188 18.843596383929253 13.095058888196943 5.4363921657204619
leaf_count=5863 975 78 238 5927 78 42 34
internal_value=-0.000161845 0.00330691 -0.000420627 -0.000324664 -0.00563926 0.00462411 -0.00964569
internal_weight=4316.65 298.399 4018.25 3977.39 37.8307 260.568 40.8563
internal_count=13235 1173 12062 11790 156 1017 272
is_linear=0
shrinkage=0.0209926


Tree=493
num_leaves=8
num_cat=0
split_feature=110 150 144 131 15 10 102
split_gain=5.86753 7.20722 7.91121 7.44089 4.0594 6.15976 4.97423
threshold=22.550000000000004 0.46254438264199421 0.0011500000000000002 1.2110000000000001 0.55000000000000016 0.7238095238095239 1.2135000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0045264454659992232 -0.0024052126057613771 -0.0010269303231613205 -0.0025912014443695863 0.0010819344660613663 -0.0015611137771917526 0.019697905511734622 -0.0088253634944886333
leaf_weight=312.32453615963459 17.305993773043159 1582.4097775034606 87.348763424903154 1380.3110422976315 104.9242180660367 7.994936376810073 71.033800356090069
leaf_count=1044 68 5886 302 5261 365 28 281
internal_value=0.000102868 0.00031257 0.00295892 -4.28115e-05 -0.00337684 0.00439031 -0.00452084
internal_weight=3563.65 3362.39 399.673 2962.72 201.259 25.3009 175.958
internal_count=13235 12493 1346 11147 742 96 646
is_linear=0
shrinkage=0.0209926


Tree=494
num_leaves=7
num_cat=0
split_feature=95 85 9 105 30 0
split_gain=11.1974 9.25941 7.44205 6.24187 3.72702 3.57069
threshold=-15.749999999999996 0.30762951334379912 2.9666666666666672 0.34550000000000003 0.48610038610038614 1474.5011260245726
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -3 -5
right_child=1 4 -4 5 -6 -7
leaf_value=-0.0060041685915293895 -9.2827542112346628e-05 -0.0088579781548274832 0.0049677419552070397 0.0077847741346197289 0.015482374155270835 0.020437724380535462
leaf_weight=8.9233787953853589 3452.2945679947734 64.221886798739433 132.95952667295933 26.70038141310215 2.7598281651735297 17.569903001189232
leaf_count=25 12296 348 418 82 13 53
internal_value=8.83194e-05 -4.96481e-05 9.3511e-05 0.00965092 -0.00778372 0.0129144
internal_weight=3705.43 3652.24 3585.25 53.1937 66.9817 44.2703
internal_count=13235 13075 12714 160 361 135
is_linear=0
shrinkage=0.0209926


Tree=495
num_leaves=7
num_cat=0
split_feature=95 42 38 4 54 39
split_gain=13.8146 9.96316 8.078 6.79743 6.46121 5.53171
threshold=-3.75 6.7750000000000012 0.16456147630949089 1312.0271413885068 1.0950000000000004 0.086871655850083412
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -3
right_child=1 5 -4 4 -6 -7
leaf_value=0.018757226132452298 -0.0077942660200188141 -0.0021432158812021238 0.0002413018845792859 -0.0065533519437022151 -0.0018862509570759607 0.0073735328180126901
leaf_weight=6.4478585720062247 56.064362674951553 33.024681024253368 3259.8232593163848 163.28734862059355 687.41564308106899 130.19556307047606
leaf_count=20 228 135 9509 526 2329 567
internal_value=-0.000232212 0.000354707 0.000103997 -0.00262004 -0.00278769 0.0054187
internal_weight=4336.26 3479.11 3315.89 857.151 850.703 163.22
internal_count=13314 10439 9737 2875 2855 702
is_linear=0
shrinkage=0.0209926


Tree=496
num_leaves=7
num_cat=0
split_feature=48 0 3 134 114 91
split_gain=5.54823 6.34102 8.69956 5.64332 3.13951 2.22768
threshold=3.1050000000000004 1799.7851983138164 1668.6894795017231 0.92900000000000016 3.7085000000000004 0.17541666666666664
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=0.00054961865593348145 -0.010999937918512677 -0.0029832744167150541 0.026257490524996829 0.0094118401473520293 0.013991912224728457 0.0057036298516147995
leaf_weight=3498.2604424394667 31.353019222617149 7.671050667762759 9.962870702147482 32.032615080475807 2.6332504227757445 3.5667782127857199
leaf_count=12889 183 36 45 122 18 21
internal_value=0.00060934 0.00069553 0.0132662 0.000631385 -0.0074064 -0.00915691
internal_weight=3585.48 3547.93 17.6339 3530.29 37.553 34.9198
internal_count=13314 13092 81 13011 222 204
is_linear=0
shrinkage=0.0209926


Tree=497
num_leaves=8
num_cat=0
split_feature=95 145 42 98 101 138 35
split_gain=9.57528 8.94049 8.06495 7.31467 7.00405 6.46025 4.42315
threshold=-3.75 0.96250000000000013 6.0850000000000009 0.4494949494949495 1.2900000000000003 10.500000000000002 3.3150000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.0059217749786086883 -0.000260894018832971 0.0013796550910613152 0.024369053937752107 0.00039390717925849605 0.022259357635335798 -0.0031112976799831525 -0.0070750673293879934
leaf_weight=121.52991490066051 2225.6264574229717 13.596855729818346 1.9423797130584706 819.66510250419378 16.044751197099686 417.06116145849228 109.53068911284208
leaf_count=353 7942 40 11 2435 47 1492 994
internal_value=-0.000314917 0.00147583 -0.000947888 0.00111276 0.0128429 -0.000712545 -0.00648428
internal_weight=3725 970.837 2754.16 941.195 29.6416 2642.69 111.473
internal_count=13314 2875 10439 2788 87 9434 1005
is_linear=0
shrinkage=0.0209926


Tree=498
num_leaves=6
num_cat=0
split_feature=85 95 40 29 49
split_gain=13.4649 13.2355 10.4009 7.23506 0.148402
threshold=-0.7533333333333333 -3.75 2.9850000000000008 3.8944444444444448 3.4750000000000005
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.016827927895402345 -0.0054436855352326336 0.00093991720304097181 -0.0021968249657078015 -0.0012063328343107414 -0.0078151310272996793
leaf_weight=21.027775801718239 255.83989975601435 2905.5893244221807 554.19771408289671 594.86540514975786 3.0491561889648429
leaf_count=110 808 8476 1870 2032 18
internal_value=-0.00022812 -0.000139557 0.000436084 -0.00248629 -0.0158851
internal_weight=4334.57 4310.49 3459.79 850.705 24.0769
internal_count=13314 13186 10346 2840 128
is_linear=0
shrinkage=0.0209926


Tree=499
num_leaves=8
num_cat=0
split_feature=85 54 50 53 1 35 42
split_gain=5.42172 5.37126 13.4371 9.47677 4.76176 4.98355 2.47748
threshold=0.041481481481481355 1.6250000000000002 1.7050000000000003 1.4650000000000001 1367.952047732969 3.8050000000000002 5.5850000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.00094398873439673395 -0.017430550963542867 0.0057067017058816645 0.016960535335207888 -0.0072459189172985336 -0.00027848561690478119 -0.0072888810515107259 0.001969253868152806
leaf_weight=3028.8099813610315 12.312046632170675 34.773248374462128 23.301137670874596 85.207902327179909 347.31810873746872 51.591658737510443 3.2396501526236525
leaf_count=10770 52 203 113 463 1375 316 22
internal_value=0.000599355 0.000895363 0.00106783 -0.00345212 -0.00165462 -0.00119713 -0.0130819
internal_weight=3586.55 3172.09 3052.11 119.981 414.461 398.91 15.5517
internal_count=13314 11549 10883 666 1765 1691 74
is_linear=0
shrinkage=0.0209926


Tree=500
num_leaves=8
num_cat=0
split_feature=95 145 143 85 112 53 6
split_gain=9.15161 8.66444 7.44188 7.51089 7.39513 6.9469 6.85327
threshold=-3.75 0.96250000000000013 -1.3474999999999999 0.25028985507246387 0.22750000000000004 1.9150000000000003 1500.1892761465365
decision_type=2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 -2 -3
right_child=2 6 3 -5 -6 -7 -8
leaf_value=0.0043966082054815682 -0.0094626223189099232 0.0022181486175147963 -0.000456931483254717 -0.0076397525452807369 3.073341526744755e-05 -0.0010390479184401358 0.022780379462717514
leaf_weight=225.5622586607933 84.402292646467686 14.915483832359316 2510.6751096211374 65.963127683848143 715.85386027395725 91.189833249896765 14.791547790169714
leaf_count=662 410 43 9266 365 2126 398 44
internal_value=-0.000310482 0.00143966 -0.000929757 -0.00064267 0.00108187 -0.00511525 0.0126173
internal_weight=3723.35 971.123 2752.23 2576.64 941.416 175.592 29.707
internal_count=13314 2875 10439 9631 2788 808 87
is_linear=0
shrinkage=0.0209926


Tree=501
num_leaves=6
num_cat=0
split_feature=85 95 85 123 49
split_gain=13.2311 12.7494 8.92458 7.87673 0.148404
threshold=-0.7533333333333333 -5.2499999999999973 0.25028985507246387 1.2055000000000002 3.4750000000000005
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.016777974460671832 -0.0056623303314782478 0.00017416076824632859 0.0061954294557932032 -0.0010163134179649988 -0.0077459275088409031
leaf_weight=20.788655623793606 257.1509608104825 3501.2445652633905 112.04867725819349 437.99336963891983 3.0306362137198439
leaf_count=110 847 10410 401 1528 18
internal_value=-0.000224892 -0.000137512 0.000362204 -0.00274187 -0.0158295
internal_weight=4332.26 4308.44 3613.29 695.144 23.8193
internal_count=13314 13186 10811 2375 128
is_linear=0
shrinkage=0.0209926


Tree=502
num_leaves=7
num_cat=0
split_feature=105 134 30 54 110 44
split_gain=5.36376 4.49383 11.2519 4.27171 3.71314 0.617817
threshold=2.0085000000000002 0.92900000000000016 0.1283227475888026 1.6250000000000002 2.4500000000000006 6.2950000000000008
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=0.00071828818592146592 0.0053366159534709761 0.040664045868912979 0.0035814539700934488 -0.0032964197449949209 -0.0083406921749532743 -0.018378665968475767
leaf_weight=3410.5891207456589 5.0624932497739819 4.1688928604125968 30.159587986767292 120.56804209947586 6.8770765364170101 9.9752304852008802
leaf_count=12415 19 16 118 680 29 37
internal_value=0.0005899 0.000654795 0.00822407 0.000579856 -0.00975024 -0.014566
internal_weight=3587.4 3565.49 34.3285 3531.16 21.9148 16.8523
internal_count=13314 13229 134 13095 85 66
is_linear=0
shrinkage=0.0209926


Tree=503
num_leaves=8
num_cat=0
split_feature=95 143 53 36 18 145 145
split_gain=8.83418 7.86069 7.54548 7.50802 8.73129 5.88992 5.78399
threshold=-7.4999999999999973 -1.3474999999999999 1.7450000000000003 1.1850000000000003 2.5000000000000004 0.17285000000000003 0.6513500000000001
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 -5
right_child=1 5 -4 6 -6 -7 -8
leaf_value=0.012708900590053007 -0.010204938579989269 0.0027957280897993059 -0.0015428199085835727 -8.1844854888829335e-05 -0.0049452402864096122 -0.00075479231282480459 0.0049747661658415768
leaf_weight=52.676841467618942 72.96413591504097 222.38642767816782 117.00108089670539 396.43429711461067 15.676538988947867 2712.1206318363547 132.39011977612972
leaf_count=165 345 846 512 1149 49 9864 384
internal_value=-0.000305547 -0.000753805 -0.00489503 0.00203176 0.00859007 -0.000484093 0.00117503
internal_weight=3721.65 3124.47 189.965 597.178 68.3534 2934.51 528.824
internal_count=13314 11567 857 1747 214 10710 1533
is_linear=0
shrinkage=0.0209926


Tree=504
num_leaves=6
num_cat=0
split_feature=85 95 40 29 53
split_gain=13.0092 12.2984 10.1019 7.05545 0.162196
threshold=-0.7533333333333333 -3.75 2.9850000000000008 3.8944444444444448 2.8450000000000002
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.016719388583614183 -0.0053246718527325326 0.00091668557803315518 -0.0021756621131032877 -0.0011347800005126628 -0.0073848947585407575
leaf_weight=20.675541967153553 255.07528253644705 2904.6468197405338 553.80473420023918 593.6897854283452 2.895889274775981
leaf_count=111 808 8476 1870 2032 17
internal_value=-0.000220642 -0.000134408 0.000420123 -0.00239958 -0.0157754
internal_weight=4330.79 4307.22 3458.45 848.765 23.5714
internal_count=13314 13186 10346 2840 128
is_linear=0
shrinkage=0.0209926


Tree=505
num_leaves=7
num_cat=0
split_feature=48 92 148 95 114 98
split_gain=5.27215 5.0829 4.48669 3.36873 3.06611 2.85707
threshold=3.1050000000000004 -0.7962499999999999 0.30672192291753003 2.9999999999999987 3.7085000000000004 0.9772727272727274
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=-0.011423223429848261 -0.011004539418858006 0.00052277223076522671 0.0033093840713531034 0.0023421093605680934 0.013788390575440547 0.0093543599776298118
leaf_weight=25.134020619094372 31.397452630102634 3238.075006339699 277.43778140842915 10.625276707112787 2.6485695317387572 3.1076505705714217
leaf_count=93 183 12084 875 40 18 21
internal_value=0.000579177 0.000662714 0.000744046 -0.00719941 -0.00727692 -0.00903241
internal_weight=3588.43 3551.27 3515.51 35.7593 37.1537 34.5051
internal_count=13314 13092 12959 133 222 204
is_linear=0
shrinkage=0.0209926


Tree=506
num_leaves=8
num_cat=0
split_feature=42 95 85 50 39 35 84
split_gain=8.84755 8.24252 7.65733 5.09766 4.19459 6.39357 5.21175
threshold=6.0850000000000009 -15.749999999999996 -0.20102564102564102 1.0750000000000004 0.10197022156561036 4.4350000000000014 0.087840909090909067
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.020140166111720193 0.031839331779143727 0.0028271623679220785 -0.00055202751297374071 0.0044075262451887393 -0.0096483765642304247 -0.002539080134611741 0.023967850824047052
leaf_weight=12.10223552584648 2.568277731537818 325.06969660520554 3226.4382572062314 41.790379747748375 77.097786523401737 33.193163555115461 2.0093243420124045
leaf_count=33 22 1014 11102 131 687 308 17
internal_value=-0.000300516 -0.000116432 -0.000241384 0.00802918 -0.00603678 0 -0.00873409
internal_weight=3720.27 3605.4 3551.51 53.8926 114.869 35.7614 79.1071
internal_count=13314 12280 12116 164 1034 330 704
is_linear=0
shrinkage=0.0209926


Tree=507
num_leaves=8
num_cat=0
split_feature=85 95 85 27 56 56 49
split_gain=12.8336 11.4297 9.14664 8.7044 8.05868 6.94007 0.149732
threshold=-0.052704402515723246 -1.499999999999998 -0.7533333333333333 0.39612500000000006 1.9950000000000003 1.675 3.4750000000000005
decision_type=2 2 2 2 2 2 2
left_child=2 5 6 -4 -3 -2 -1
right_child=1 4 3 -5 -6 -7 -8
leaf_value=-0.016678750298422824 -0.0034358801620500857 0.0017399183723010119 0.0084570859588091307 -0.0028112818320680565 -0.0010481672358431126 -2.5627378949413621e-05 -0.0075903375603539117
leaf_weight=20.311236888170246 466.57309009879827 1917.532009087503 31.416918620467186 683.22962591797113 597.47636561840773 609.21811145544052 2.989859275519847
leaf_count=110 1498 5784 92 2134 1760 1918 18
internal_value=-0.000217029 0.000299948 -0.00273908 -0.00230922 0.00107567 -0.00150911 -0.0157177
internal_weight=4328.75 3590.8 737.948 714.647 2515.01 1075.79 23.3011
internal_count=13314 10960 2354 2226 7544 3416 128
is_linear=0
shrinkage=0.0209926


Tree=508
num_leaves=7
num_cat=0
split_feature=105 48 0 114 46 91
split_gain=5.23186 5.15881 6.08105 2.98036 2.81393 1.30315
threshold=2.0085000000000002 3.1050000000000004 1799.7851983138164 3.7085000000000004 4.785000000000001 -0.072499999999999939
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2
right_child=4 3 -4 -5 -6 -7
leaf_value=0.00065339047382408295 -0.0015782622150936636 -0.0089303917440047183 0.012980933473230918 0.013465625872317671 0.0044479433551988558 -0.016735767983143201
leaf_weight=3512.9244768507779 3.9614937305450502 34.13082367926836 17.768755882978439 2.6749955415725699 4.4436885565519324 13.405415773391722
leaf_count=12927 15 203 81 18 19 51
internal_value=0.000570123 0.000634048 0.000716785 -0.0071728 -0.00966672 -0.0135535
internal_weight=3589.31 3567.5 3530.69 36.8058 21.8106 17.3669
internal_count=13314 13229 13008 221 85 66
is_linear=0
shrinkage=0.0209926


Tree=509
num_leaves=8
num_cat=0
split_feature=42 95 145 53 38 39 42
split_gain=8.62396 8.00181 7.41767 5.59019 5.68384 4.70752 4.50033
threshold=6.0850000000000009 -15.749999999999996 0.17185000000000003 2.4650000000000003 0.20718274706276324 0.10197022156561036 1.5750000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.020762887864887891 -0.0010015168350761487 0.0032080145430990253 -0.00050635605216067033 0.037201471828668342 0 -0.010711565435070491 0.0048705318473325565
leaf_weight=10.012403935194014 34.020756114274263 255.09754258394241 3295.5088705047965 2.3068168312311164 9.0918961465358716 68.814917789772153 43.823084697127342
leaf_count=35 315 872 11244 20 62 637 129
internal_value=-0.00029637 -0.000115046 -0.000238146 -0.00597586 0.00776746 -0.00754571 0.00791501
internal_weight=3718.68 3604.44 3550.61 114.234 11.3987 102.836 53.8355
internal_count=13314 12280 12116 1034 82 952 164
is_linear=0
shrinkage=0.0209926


Tree=510
num_leaves=8
num_cat=0
split_feature=103 2 20 126 27 134 111
split_gain=7.42501 7.80804 9.06089 6.70986 4.72336 6.25682 5.0304
threshold=1.7705000000000002 -276.88569938982658 2.5000000000000004 0.35400000000000004 0.5631666666666667 -0.16899999999999998 2.1500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.012275205158036128 -0.0044258220727955806 0.010504294746812973 0.016517472220677617 -0.00013568969850125218 0.0069462422209407458 -0.0054224043733140312 0.0065374738808665562
leaf_weight=40.282633423805237 20.239157944917679 26.285775020718575 5.3393836542963973 3994.6296740919352 28.394182953983545 48.951474949717522 164.39064420759678
leaf_count=186 64 82 26 12143 105 180 525
internal_value=5.54329e-05 -0.000164125 -0.00880067 -6.49445e-05 0.00348179 -0.000819977 0.00530978
internal_weight=4328.51 4066.54 45.622 4020.92 261.975 77.3457 184.63
internal_count=13311 12437 212 12225 874 285 589
is_linear=0
shrinkage=0.0209926


Tree=511
num_leaves=7
num_cat=0
split_feature=134 49 11 80 131 6
split_gain=6.56793 6.11657 5.34223 5.85903 5.6786 4.16269
threshold=0.92900000000000016 2.4650000000000003 2.8166666666666669 0.035113324175824107 0.58550000000000002 1539.3952747162978
decision_type=2 2 2 2 2 2
left_child=2 5 3 -1 -4 -2
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.0031842880284094024 0.0013964705549549636 0.024944444074823591 -0.016394601380845208 0.00030177929955234041 0.0061294657527287679 0.025193882457147706
leaf_weight=227.40750607848167 27.802158281207088 8.3018824458122236 5.0939846634864798 3220.5207848250866 96.608502328395844 3.7598700970411292
leaf_count=1089 117 27 24 11619 420 15
internal_value=0.000308288 0.00878482 0.000211746 7.047e-05 0.0049543 0.00438283
internal_weight=3589.49 39.8639 3549.63 3447.93 101.702 31.562
internal_count=13311 159 13152 12708 444 132
is_linear=0
shrinkage=0.0209926


Tree=512
num_leaves=8
num_cat=0
split_feature=96 7 36 36 97 134 29
split_gain=10.3134 9.38585 14.5254 8.29799 8.281 7.46786 5.27538
threshold=2.5000000000000004 -36.434691989172158 1.5050000000000001 9.5950000000000006 3.5000000000000004 0.44700000000000006 5.8944444444444457
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.011069960551771929 -0.0037669777440278479 0.0005049104264504159 -0.0010140413512324559 -0.012951250126021567 9.5183467984028428e-05 -0.0047203925101918327 0.0048825282596625681
leaf_weight=94.144235864281654 614.71784977987409 1473.5131666474044 80.788598641753197 20.459228552877903 1240.5234886147082 160.01070224866271 32.256966803222895
leaf_count=313 2788 4855 225 202 4211 581 136
internal_value=-0.000363608 0.000859539 0.00546192 0.000317435 -0.00136292 -0.000451582 -0.00332834
internal_weight=3716.41 1668.91 174.933 1493.97 2047.51 1400.53 646.975
internal_count=13311 5595 538 5057 7716 4792 2924
is_linear=0
shrinkage=0.0209926


end of trees

feature_importances:
Column_85=546
Column_36=278
Column_95=269
Column_34=240
Column_35=142
Column_40=111
Column_42=97
Column_148=76
Column_2=59
Column_26=55
Column_39=45
Column_3=40
Column_37=38
Column_38=36
Column_145=36
Column_56=32
Column_97=31
Column_134=31
Column_51=30
Column_96=30
Column_53=29
Column_4=28
Column_27=28
Column_31=27
Column_120=27
Column_123=27
Column_143=27
Column_136=26
Column_7=25
Column_54=25
Column_0=24
Column_29=24
Column_41=24
Column_49=24
Column_142=23
Column_1=22
Column_92=21
Column_93=21
Column_130=21
Column_141=21
Column_105=20
Column_122=20
Column_28=19
Column_110=19
Column_9=18
Column_91=18
Column_94=18
Column_131=18
Column_135=18
Column_6=16
Column_80=16
Column_102=16
Column_121=16
Column_147=16
Column_5=15
Column_47=15
Column_48=15
Column_90=15
Column_144=15
Column_10=14
Column_126=14
Column_133=14
Column_137=13
Column_11=12
Column_30=12
Column_46=12
Column_89=12
Column_104=12
Column_111=12
Column_146=12
Column_8=11
Column_103=11
Column_127=11
Column_15=10
Column_23=10
Column_52=10
Column_79=10
Column_114=10
Column_55=9
Column_86=9
Column_98=9
Column_132=9
Column_138=9
Column_149=9
Column_45=8
Column_77=8
Column_99=8
Column_101=8
Column_106=8
Column_119=8
Column_124=8
Column_14=7
Column_100=7
Column_109=7
Column_118=7
Column_150=7
Column_50=6
Column_78=6
Column_84=6
Column_112=6
Column_12=5
Column_20=5
Column_44=5
Column_107=5
Column_115=5
Column_125=5
Column_13=4
Column_24=4
Column_25=4
Column_108=4
Column_57=3
Column_113=3
Column_18=2
Column_117=2
Column_140=2
Column_151=2
Column_16=1
Column_17=1
Column_19=1
Column_21=1
Column_22=1
Column_58=1
Column_67=1
Column_75=1
Column_81=1
Column_128=1
Column_129=1

parameters:
[boosting: gbdt]
[objective: multiclass]
[metric: multi_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 1500]
[learning_rate: 0.0209926]
[num_leaves: 8]
[num_threads: 4]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 3]
[min_data_in_leaf: 16]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.645261]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 5]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 0.595124]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0.227704]
[lambda_l2: 1.15312e-05]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 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:null